R version 2.12.0 (2010-10-15)
Copyright (C) 2010 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i486-pc-linux-gnu (32-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> x <- array(list(0
+ ,0
+ ,1
+ ,40
+ ,2898
+ ,1
+ ,0
+ ,1
+ ,26
+ ,994
+ ,0
+ ,2
+ ,0
+ ,38
+ ,3977
+ ,0
+ ,2
+ ,1
+ ,37
+ ,3040
+ ,0
+ ,2
+ ,0
+ ,38
+ ,3523
+ ,0
+ ,5
+ ,1
+ ,40
+ ,3100
+ ,1
+ ,6
+ ,0
+ ,40
+ ,3670
+ ,1
+ ,7
+ ,0
+ ,41
+ ,3097
+ ,1
+ ,7
+ ,1
+ ,39
+ ,3040
+ ,1
+ ,7
+ ,1
+ ,39
+ ,3239
+ ,0
+ ,8
+ ,0
+ ,38
+ ,2955
+ ,0
+ ,8
+ ,0
+ ,38
+ ,2200
+ ,1
+ ,8
+ ,0
+ ,40
+ ,3182
+ ,0
+ ,8
+ ,0
+ ,40
+ ,3510
+ ,1
+ ,8
+ ,1
+ ,39
+ ,3381
+ ,1
+ ,8
+ ,0
+ ,40
+ ,3530
+ ,1
+ ,8
+ ,1
+ ,38
+ ,2985
+ ,1
+ ,8
+ ,0
+ ,39
+ ,3374
+ ,0
+ ,8
+ ,0
+ ,42
+ ,3765
+ ,1
+ ,8
+ ,0
+ ,39
+ ,2715
+ ,1
+ ,8
+ ,0
+ ,39
+ ,3640
+ ,1
+ ,8
+ ,0
+ ,42
+ ,3040
+ ,1
+ ,8
+ ,0
+ ,39
+ ,3670
+ ,1
+ ,9
+ ,1
+ ,38
+ ,2775
+ ,1
+ ,9
+ ,0
+ ,38
+ ,2680
+ ,1
+ ,9
+ ,0
+ ,37
+ ,2699
+ ,1
+ ,9
+ ,1
+ ,38
+ ,2557
+ ,1
+ ,9
+ ,0
+ ,40
+ ,3835
+ ,0
+ ,9
+ ,1
+ ,41
+ ,3381
+ ,1
+ ,9
+ ,0
+ ,36
+ ,2766
+ ,1
+ ,9
+ ,0
+ ,41
+ ,3125
+ ,1
+ ,9
+ ,1
+ ,38
+ ,2557
+ ,1
+ ,9
+ ,0
+ ,38
+ ,2950
+ ,0
+ ,9
+ ,0
+ ,40
+ ,3779
+ ,0
+ ,9
+ ,0
+ ,41
+ ,2760
+ ,1
+ ,9
+ ,0
+ ,39
+ ,3011
+ ,1
+ ,9
+ ,1
+ ,37
+ ,2415
+ ,1
+ ,9
+ ,0
+ ,38
+ ,3125
+ ,0
+ ,9
+ ,1
+ ,38
+ ,3154
+ ,0
+ ,9
+ ,0
+ ,39
+ ,3170
+ ,0
+ ,9
+ ,0
+ ,41
+ ,2784
+ ,1
+ ,9
+ ,1
+ ,40
+ ,2475
+ ,1
+ ,9
+ ,0
+ ,40
+ ,2642
+ ,0
+ ,9
+ ,1
+ ,40
+ ,4034
+ ,0
+ ,9
+ ,0
+ ,41
+ ,3988
+ ,1
+ ,9
+ ,0
+ ,40
+ ,3370
+ ,0
+ ,9
+ ,0
+ ,40
+ ,2955
+ ,1
+ ,9
+ ,0
+ ,40
+ ,2443
+ ,0
+ ,9
+ ,0
+ ,38
+ ,4000
+ ,1
+ ,9
+ ,0
+ ,37
+ ,3630
+ ,1
+ ,9
+ ,0
+ ,39
+ ,2920
+ ,1
+ ,9
+ ,1
+ ,35
+ ,2727
+ ,0
+ ,9
+ ,0
+ ,38
+ ,3800
+ ,0
+ ,9
+ ,0
+ ,40
+ ,3771
+ ,1
+ ,9
+ ,0
+ ,37
+ ,3075
+ ,1
+ ,9
+ ,1
+ ,37
+ ,2415
+ ,1
+ ,9
+ ,0
+ ,37
+ ,2890
+ ,0
+ ,9
+ ,0
+ ,37
+ ,3892
+ ,1
+ ,9
+ ,1
+ ,40
+ ,3125
+ ,0
+ ,9
+ ,1
+ ,42
+ ,3892
+ ,0
+ ,9
+ ,0
+ ,39
+ ,3296
+ ,0
+ ,9
+ ,0
+ ,38
+ ,3120
+ ,0
+ ,9
+ ,1
+ ,38
+ ,1710
+ ,1
+ ,10
+ ,0
+ ,41
+ ,3068
+ ,1
+ ,10
+ ,0
+ ,41
+ ,3779
+ ,1
+ ,10
+ ,1
+ ,40
+ ,2898
+ ,0
+ ,10
+ ,0
+ ,40
+ ,3381
+ ,1
+ ,10
+ ,1
+ ,40
+ ,3324
+ ,1
+ ,10
+ ,1
+ ,38
+ ,2727
+ ,0
+ ,10
+ ,1
+ ,37
+ ,2642
+ ,1
+ ,10
+ ,1
+ ,34
+ ,2244
+ ,0
+ ,10
+ ,0
+ ,36
+ ,2528
+ ,0
+ ,10
+ ,1
+ ,39
+ ,3352
+ ,0
+ ,10
+ ,1
+ ,39
+ ,3551
+ ,0
+ ,10
+ ,0
+ ,40
+ ,3267
+ ,1
+ ,10
+ ,0
+ ,40
+ ,3210
+ ,1
+ ,10
+ ,0
+ ,40
+ ,3395
+ ,0
+ ,10
+ ,1
+ ,40
+ ,3068
+ ,1
+ ,10
+ ,1
+ ,39
+ ,3420
+ ,1
+ ,10
+ ,0
+ ,38
+ ,2985
+ ,1
+ ,10
+ ,0
+ ,33
+ ,2147
+ ,1
+ ,10
+ ,0
+ ,39
+ ,2863
+ ,1
+ ,10
+ ,0
+ ,38
+ ,3125
+ ,0
+ ,10
+ ,0
+ ,40
+ ,4290
+ ,1
+ ,10
+ ,1
+ ,34
+ ,2585
+ ,1
+ ,10
+ ,0
+ ,38
+ ,2869
+ ,1
+ ,10
+ ,1
+ ,36
+ ,3097
+ ,1
+ ,10
+ ,0
+ ,39
+ ,2756
+ ,0
+ ,10
+ ,1
+ ,35
+ ,3125
+ ,0
+ ,10
+ ,1
+ ,41
+ ,3921
+ ,1
+ ,10
+ ,0
+ ,40
+ ,3438
+ ,1
+ ,10
+ ,0
+ ,40
+ ,2980
+ ,1
+ ,10
+ ,0
+ ,36
+ ,2869
+ ,0
+ ,10
+ ,1
+ ,41
+ ,4830
+ ,0
+ ,10
+ ,1
+ ,40
+ ,3409
+ ,1
+ ,10
+ ,0
+ ,41
+ ,3807
+ ,1
+ ,10
+ ,1
+ ,39
+ ,3220
+ ,0
+ ,10
+ ,1
+ ,38
+ ,2756
+ ,0
+ ,10
+ ,1
+ ,38
+ ,3097
+ ,1
+ ,10
+ ,0
+ ,39
+ ,3615
+ ,0
+ ,10
+ ,0
+ ,40
+ ,2926
+ ,1
+ ,10
+ ,0
+ ,40
+ ,4050
+ ,1
+ ,10
+ ,0
+ ,38
+ ,2840
+ ,1
+ ,10
+ ,0
+ ,41
+ ,2671
+ ,1
+ ,10
+ ,0
+ ,38
+ ,3540
+ ,1
+ ,10
+ ,0
+ ,38
+ ,2900
+ ,0
+ ,10
+ ,0
+ ,40
+ ,3779
+ ,1
+ ,10
+ ,0
+ ,38
+ ,2740
+ ,1
+ ,10
+ ,0
+ ,35
+ ,2320
+ ,1
+ ,10
+ ,0
+ ,38
+ ,2905
+ ,1
+ ,10
+ ,1
+ ,39
+ ,3070
+ ,0
+ ,10
+ ,1
+ ,41
+ ,3352
+ ,1
+ ,10
+ ,0
+ ,36
+ ,2581
+ ,1
+ ,10
+ ,0
+ ,41
+ ,4091
+ ,1
+ ,10
+ ,1
+ ,43
+ ,3235
+ ,1
+ ,10
+ ,0
+ ,41
+ ,3722
+ ,1
+ ,10
+ ,1
+ ,40
+ ,3438
+ ,0
+ ,10
+ ,0
+ ,40
+ ,3475
+ ,1
+ ,10
+ ,0
+ ,31
+ ,3438
+ ,1
+ ,10
+ ,0
+ ,39
+ ,3409
+ ,0
+ ,10
+ ,0
+ ,38
+ ,3040
+ ,0
+ ,10
+ ,0
+ ,38
+ ,3800
+ ,1
+ ,10
+ ,1
+ ,36
+ ,3182
+ ,1
+ ,10
+ ,1
+ ,39
+ ,3494
+ ,1
+ ,10
+ ,1
+ ,35
+ ,2131
+ ,1
+ ,10
+ ,0
+ ,35
+ ,1790
+ ,0
+ ,10
+ ,0
+ ,40
+ ,3864
+ ,1
+ ,10
+ ,0
+ ,39
+ ,2955
+ ,0
+ ,10
+ ,0
+ ,40
+ ,3949
+ ,1
+ ,10
+ ,0
+ ,35
+ ,2273
+ ,1
+ ,10
+ ,0
+ ,39
+ ,2620
+ ,1
+ ,10
+ ,0
+ ,36
+ ,2205
+ ,1
+ ,10
+ ,0
+ ,41
+ ,2860
+ ,1
+ ,10
+ ,0
+ ,40
+ ,3381
+ ,1
+ ,10
+ ,0
+ ,40
+ ,3190
+ ,1
+ ,10
+ ,0
+ ,40
+ ,3267
+ ,0
+ ,10
+ ,1
+ ,40
+ ,3665
+ ,1
+ ,10
+ ,0
+ ,38
+ ,3160
+ ,1
+ ,10
+ ,0
+ ,39
+ ,3216
+ ,1
+ ,10
+ ,1
+ ,37
+ ,2415
+ ,1
+ ,10
+ ,0
+ ,40
+ ,3200
+ ,0
+ ,10
+ ,0
+ ,40
+ ,3352
+ ,1
+ ,10
+ ,1
+ ,40
+ ,3470
+ ,1
+ ,10
+ ,0
+ ,38
+ ,3580
+ ,0
+ ,10
+ ,0
+ ,41
+ ,3750
+ ,1
+ ,10
+ ,0
+ ,42
+ ,3035
+ ,1
+ ,10
+ ,0
+ ,38
+ ,3438
+ ,1
+ ,10
+ ,0
+ ,38
+ ,3068
+ ,0
+ ,10
+ ,0
+ ,39
+ ,3438
+ ,1
+ ,10
+ ,1
+ ,38
+ ,3750
+ ,1
+ ,10
+ ,1
+ ,42
+ ,3409
+ ,1
+ ,10
+ ,1
+ ,39
+ ,1790
+ ,1
+ ,10
+ ,0
+ ,40
+ ,3170
+ ,0
+ ,10
+ ,0
+ ,38
+ ,3800
+ ,1
+ ,10
+ ,1
+ ,40
+ ,2825
+ ,1
+ ,10
+ ,0
+ ,37
+ ,2756
+ ,1
+ ,10
+ ,0
+ ,40
+ ,3040
+ ,0
+ ,10
+ ,1
+ ,39
+ ,2585
+ ,1
+ ,10
+ ,1
+ ,38
+ ,2756
+ ,0
+ ,10
+ ,1
+ ,41
+ ,3523
+ ,1
+ ,10
+ ,1
+ ,26
+ ,909
+ ,0
+ ,10
+ ,1
+ ,40
+ ,3779
+ ,1
+ ,10
+ ,1
+ ,38
+ ,2415
+ ,0
+ ,10
+ ,0
+ ,40
+ ,3665
+ ,1
+ ,10
+ ,0
+ ,39
+ ,3295
+ ,1
+ ,10
+ ,1
+ ,39
+ ,2699
+ ,0
+ ,10
+ ,1
+ ,39
+ ,3267
+ ,1
+ ,10
+ ,0
+ ,39
+ ,3460
+ ,1
+ ,11
+ ,0
+ ,28
+ ,1250
+ ,1
+ ,11
+ ,0
+ ,38
+ ,3730
+ ,1
+ ,11
+ ,1
+ ,40
+ ,3523
+ ,1
+ ,11
+ ,1
+ ,40
+ ,3011
+ ,1
+ ,11
+ ,1
+ ,39
+ ,3740
+ ,1
+ ,11
+ ,1
+ ,43
+ ,3949
+ ,0
+ ,11
+ ,1
+ ,37
+ ,2330
+ ,0
+ ,11
+ ,0
+ ,40
+ ,3182
+ ,1
+ ,11
+ ,0
+ ,39
+ ,3040
+ ,1
+ ,11
+ ,0
+ ,37
+ ,2557
+ ,0
+ ,11
+ ,0
+ ,38
+ ,3147
+ ,1
+ ,11
+ ,1
+ ,36
+ ,2671
+ ,1
+ ,11
+ ,1
+ ,40
+ ,2557
+ ,1
+ ,11
+ ,0
+ ,38
+ ,3200
+ ,1
+ ,11
+ ,0
+ ,41
+ ,3203
+ ,1
+ ,11
+ ,1
+ ,36
+ ,2756
+ ,1
+ ,11
+ ,0
+ ,32
+ ,1619
+ ,1
+ ,11
+ ,1
+ ,35
+ ,2330
+ ,1
+ ,11
+ ,1
+ ,39
+ ,3381
+ ,0
+ ,11
+ ,1
+ ,38
+ ,2983
+ ,0
+ ,11
+ ,1
+ ,38
+ ,2600
+ ,1
+ ,11
+ ,0
+ ,40
+ ,3585
+ ,0
+ ,11
+ ,0
+ ,40
+ ,3693
+ ,1
+ ,11
+ ,0
+ ,38
+ ,3020
+ ,1
+ ,11
+ ,1
+ ,34
+ ,1800
+ ,1
+ ,11
+ ,0
+ ,38
+ ,2290
+ ,1
+ ,11
+ ,0
+ ,40
+ ,3750
+ ,0
+ ,11
+ ,0
+ ,40
+ ,3551
+ ,0
+ ,11
+ ,0
+ ,37
+ ,3779
+ ,0
+ ,11
+ ,0
+ ,38
+ ,3125
+ ,1
+ ,11
+ ,0
+ ,38
+ ,3470
+ ,1
+ ,11
+ ,0
+ ,41
+ ,3210
+ ,1
+ ,11
+ ,1
+ ,40
+ ,3100
+ ,1
+ ,11
+ ,1
+ ,38
+ ,3182
+ ,1
+ ,11
+ ,0
+ ,37
+ ,3355
+ ,1
+ ,11
+ ,0
+ ,42
+ ,2750
+ ,1
+ ,11
+ ,0
+ ,39
+ ,4006
+ ,1
+ ,11
+ ,0
+ ,38
+ ,3438
+ ,0
+ ,11
+ ,0
+ ,40
+ ,3068
+ ,1
+ ,11
+ ,1
+ ,40
+ ,2650
+ ,1
+ ,11
+ ,0
+ ,39
+ ,3005
+ ,1
+ ,11
+ ,0
+ ,39
+ ,2993
+ ,1
+ ,11
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,11
+ ,0
+ ,41
+ ,2795
+ ,1
+ ,11
+ ,0
+ ,41
+ ,3260
+ ,1
+ ,11
+ ,1
+ ,41
+ ,2959
+ ,1
+ ,11
+ ,0
+ ,38
+ ,4020
+ ,0
+ ,11
+ ,0
+ ,37
+ ,2949
+ ,1
+ ,11
+ ,0
+ ,38
+ ,3900
+ ,1
+ ,11
+ ,1
+ ,39
+ ,2926
+ ,1
+ ,11
+ ,1
+ ,38
+ ,3239
+ ,1
+ ,11
+ ,0
+ ,41
+ ,3409
+ ,1
+ ,11
+ ,0
+ ,42
+ ,3630
+ ,1
+ ,11
+ ,0
+ ,41
+ ,3466
+ ,1
+ ,11
+ ,0
+ ,40
+ ,2330
+ ,0
+ ,11
+ ,1
+ ,40
+ ,3949
+ ,1
+ ,11
+ ,1
+ ,38
+ ,2813
+ ,1
+ ,11
+ ,0
+ ,37
+ ,3137
+ ,0
+ ,11
+ ,0
+ ,40
+ ,3296
+ ,1
+ ,11
+ ,0
+ ,41
+ ,3267
+ ,1
+ ,11
+ ,0
+ ,38
+ ,2940
+ ,1
+ ,11
+ ,0
+ ,40
+ ,3323
+ ,1
+ ,11
+ ,1
+ ,37
+ ,3409
+ ,1
+ ,11
+ ,1
+ ,41
+ ,3296
+ ,0
+ ,11
+ ,1
+ ,40
+ ,3807
+ ,1
+ ,11
+ ,0
+ ,38
+ ,3296
+ ,1
+ ,11
+ ,1
+ ,38
+ ,2983
+ ,1
+ ,11
+ ,1
+ ,30
+ ,1680
+ ,1
+ ,11
+ ,0
+ ,39
+ ,3551
+ ,1
+ ,11
+ ,0
+ ,37
+ ,2385
+ ,1
+ ,11
+ ,0
+ ,40
+ ,3356
+ ,1
+ ,11
+ ,0
+ ,40
+ ,3466
+ ,0
+ ,11
+ ,0
+ ,41
+ ,2699
+ ,0
+ ,11
+ ,0
+ ,40
+ ,4233
+ ,1
+ ,11
+ ,1
+ ,40
+ ,2890
+ ,1
+ ,11
+ ,1
+ ,37
+ ,2443
+ ,0
+ ,11
+ ,1
+ ,39
+ ,3580
+ ,0
+ ,11
+ ,1
+ ,42
+ ,3551
+ ,1
+ ,11
+ ,1
+ ,31
+ ,2030
+ ,1
+ ,11
+ ,0
+ ,36
+ ,3125
+ ,1
+ ,11
+ ,0
+ ,37
+ ,2700
+ ,1
+ ,11
+ ,1
+ ,33
+ ,2216
+ ,0
+ ,11
+ ,1
+ ,40
+ ,3182
+ ,1
+ ,11
+ ,1
+ ,39
+ ,3040
+ ,1
+ ,11
+ ,1
+ ,39
+ ,3011
+ ,1
+ ,11
+ ,1
+ ,39
+ ,2800
+ ,1
+ ,11
+ ,0
+ ,38
+ ,3425
+ ,1
+ ,11
+ ,1
+ ,37
+ ,2760
+ ,1
+ ,11
+ ,0
+ ,41
+ ,3665
+ ,1
+ ,11
+ ,0
+ ,36
+ ,1733
+ ,1
+ ,11
+ ,0
+ ,40
+ ,2850
+ ,1
+ ,11
+ ,1
+ ,38
+ ,2485
+ ,1
+ ,11
+ ,0
+ ,40
+ ,3381
+ ,1
+ ,11
+ ,0
+ ,39
+ ,3065
+ ,1
+ ,11
+ ,0
+ ,39
+ ,3167
+ ,1
+ ,11
+ ,0
+ ,38
+ ,2635
+ ,0
+ ,11
+ ,1
+ ,40
+ ,3665
+ ,1
+ ,11
+ ,1
+ ,39
+ ,3300
+ ,0
+ ,11
+ ,0
+ ,40
+ ,3636
+ ,1
+ ,11
+ ,1
+ ,38
+ ,2813
+ ,1
+ ,11
+ ,1
+ ,42
+ ,3920
+ ,1
+ ,11
+ ,0
+ ,39
+ ,2671
+ ,1
+ ,11
+ ,0
+ ,40
+ ,3182
+ ,1
+ ,11
+ ,1
+ ,40
+ ,3409
+ ,1
+ ,11
+ ,0
+ ,37
+ ,3600
+ ,1
+ ,11
+ ,0
+ ,40
+ ,2557
+ ,1
+ ,11
+ ,0
+ ,40
+ ,3890
+ ,1
+ ,11
+ ,0
+ ,39
+ ,4148
+ ,1
+ ,11
+ ,1
+ ,32
+ ,2030
+ ,1
+ ,11
+ ,1
+ ,39
+ ,2890
+ ,1
+ ,11
+ ,1
+ ,36
+ ,2373
+ ,1
+ ,11
+ ,0
+ ,41
+ ,2977
+ ,1
+ ,11
+ ,1
+ ,38
+ ,2840
+ ,1
+ ,11
+ ,0
+ ,41
+ ,2658
+ ,0
+ ,11
+ ,1
+ ,40
+ ,2983
+ ,1
+ ,11
+ ,0
+ ,39
+ ,3700
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3608
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3559
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3540
+ ,1
+ ,12
+ ,1
+ ,39
+ ,3440
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3324
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3494
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3636
+ ,1
+ ,12
+ ,1
+ ,39
+ ,2813
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3239
+ ,0
+ ,12
+ ,1
+ ,39
+ ,3068
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3210
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3892
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3864
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2784
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3551
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3608
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3130
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3466
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3608
+ ,1
+ ,12
+ ,0
+ ,37
+ ,2225
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2585
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2917
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2415
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4489
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3977
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3080
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3722
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3097
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2960
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3807
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3210
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3210
+ ,1
+ ,12
+ ,1
+ ,20
+ ,284
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3805
+ ,0
+ ,12
+ ,1
+ ,41
+ ,3267
+ ,0
+ ,12
+ ,1
+ ,41
+ ,3722
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3864
+ ,0
+ ,12
+ ,1
+ ,42
+ ,4318
+ ,0
+ ,12
+ ,1
+ ,42
+ ,3807
+ ,1
+ ,12
+ ,1
+ ,22
+ ,455
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3722
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3324
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3665
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3240
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3182
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3040
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3665
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4148
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3636
+ ,0
+ ,12
+ ,1
+ ,33
+ ,1591
+ ,0
+ ,12
+ ,0
+ ,39
+ ,4135
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3352
+ ,1
+ ,12
+ ,1
+ ,38
+ ,3011
+ ,1
+ ,12
+ ,1
+ ,34
+ ,2301
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2740
+ ,1
+ ,12
+ ,0
+ ,41
+ ,2450
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2472
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4148
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3352
+ ,0
+ ,12
+ ,0
+ ,38
+ ,4034
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3807
+ ,0
+ ,12
+ ,0
+ ,39
+ ,2926
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2699
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2990
+ ,0
+ ,12
+ ,0
+ ,38
+ ,2898
+ ,0
+ ,12
+ ,1
+ ,41
+ ,3864
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2970
+ ,1
+ ,12
+ ,0
+ ,42
+ ,3655
+ ,1
+ ,12
+ ,0
+ ,35
+ ,2890
+ ,1
+ ,12
+ ,1
+ ,38
+ ,3980
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2756
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4148
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,12
+ ,1
+ ,37
+ ,2830
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2983
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3430
+ ,1
+ ,12
+ ,0
+ ,35
+ ,2159
+ ,0
+ ,12
+ ,1
+ ,42
+ ,3125
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3239
+ ,0
+ ,12
+ ,0
+ ,38
+ ,4262
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3459
+ ,1
+ ,12
+ ,0
+ ,28
+ ,1190
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3182
+ ,1
+ ,12
+ ,0
+ ,35
+ ,3352
+ ,0
+ ,12
+ ,0
+ ,39
+ ,2898
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3154
+ ,1
+ ,12
+ ,1
+ ,28
+ ,1165
+ ,0
+ ,12
+ ,1
+ ,39
+ ,2102
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3110
+ ,0
+ ,12
+ ,1
+ ,34
+ ,2367
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3892
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3011
+ ,1
+ ,12
+ ,0
+ ,37
+ ,3125
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3490
+ ,1
+ ,12
+ ,1
+ ,38
+ ,2955
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3977
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3665
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3355
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3182
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3239
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2955
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3182
+ ,1
+ ,12
+ ,0
+ ,38
+ ,2784
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3802
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3270
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2225
+ ,0
+ ,12
+ ,1
+ ,36
+ ,3182
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3210
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3779
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2415
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4675
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3352
+ ,1
+ ,12
+ ,1
+ ,38
+ ,2900
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3864
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2841
+ ,0
+ ,12
+ ,0
+ ,40
+ ,2557
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3438
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2445
+ ,1
+ ,12
+ ,0
+ ,42
+ ,3714
+ ,1
+ ,12
+ ,0
+ ,42
+ ,2935
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3381
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3864
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3240
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2980
+ ,1
+ ,12
+ ,1
+ ,38
+ ,2710
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3570
+ ,1
+ ,12
+ ,0
+ ,42
+ ,3864
+ ,0
+ ,12
+ ,1
+ ,39
+ ,2500
+ ,1
+ ,12
+ ,0
+ ,28
+ ,1160
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2443
+ ,1
+ ,12
+ ,0
+ ,43
+ ,3040
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3864
+ ,1
+ ,12
+ ,0
+ ,42
+ ,3205
+ ,0
+ ,12
+ ,0
+ ,33
+ ,1875
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3835
+ ,0
+ ,12
+ ,1
+ ,39
+ ,2841
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2926
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2983
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3267
+ ,1
+ ,12
+ ,1
+ ,38
+ ,2890
+ ,1
+ ,12
+ ,0
+ ,38
+ ,2443
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3352
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3438
+ ,1
+ ,12
+ ,1
+ ,38
+ ,3120
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4176
+ ,0
+ ,12
+ ,0
+ ,42
+ ,4148
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3270
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3523
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3020
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3620
+ ,1
+ ,12
+ ,0
+ ,42
+ ,3300
+ ,0
+ ,12
+ ,0
+ ,37
+ ,3779
+ ,0
+ ,12
+ ,1
+ ,41
+ ,3665
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2869
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3154
+ ,0
+ ,12
+ ,1
+ ,39
+ ,2810
+ ,1
+ ,12
+ ,1
+ ,34
+ ,2131
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4233
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3860
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3920
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3693
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3580
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3608
+ ,1
+ ,12
+ ,1
+ ,37
+ ,2330
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2813
+ ,1
+ ,12
+ ,0
+ ,37
+ ,3068
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3250
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3175
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2940
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3267
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3645
+ ,0
+ ,12
+ ,0
+ ,41
+ ,4205
+ ,0
+ ,12
+ ,0
+ ,34
+ ,1818
+ ,0
+ ,12
+ ,0
+ ,35
+ ,2983
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2756
+ ,0
+ ,12
+ ,0
+ ,39
+ ,2642
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3182
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3125
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3949
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3466
+ ,1
+ ,12
+ ,1
+ ,38
+ ,3250
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3750
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3466
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2557
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3722
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3551
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3097
+ ,1
+ ,12
+ ,0
+ ,35
+ ,1763
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3610
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3551
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2460
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2358
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3779
+ ,1
+ ,12
+ ,1
+ ,40
+ ,2671
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3210
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4375
+ ,1
+ ,12
+ ,0
+ ,40
+ ,4160
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2841
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3352
+ ,1
+ ,12
+ ,1
+ ,38
+ ,2790
+ ,1
+ ,12
+ ,0
+ ,42
+ ,2540
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2890
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3182
+ ,0
+ ,12
+ ,0
+ ,38
+ ,2557
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3551
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3324
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2620
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3068
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3150
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3636
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3130
+ ,0
+ ,12
+ ,0
+ ,35
+ ,2784
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3520
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4205
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3210
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3523
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3125
+ ,1
+ ,12
+ ,1
+ ,39
+ ,3097
+ ,1
+ ,12
+ ,1
+ ,39
+ ,3125
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2930
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3665
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3693
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3835
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3636
+ ,1
+ ,12
+ ,0
+ ,43
+ ,4165
+ ,1
+ ,12
+ ,1
+ ,38
+ ,3035
+ ,1
+ ,12
+ ,0
+ ,37
+ ,2000
+ ,1
+ ,12
+ ,1
+ ,39
+ ,2740
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3608
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3750
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4091
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3267
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3097
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3381
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3040
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3779
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3523
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3551
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3636
+ ,0
+ ,12
+ ,1
+ ,38
+ ,3154
+ ,1
+ ,12
+ ,1
+ ,38
+ ,2841
+ ,1
+ ,12
+ ,0
+ ,37
+ ,2960
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3097
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3600
+ ,0
+ ,12
+ ,1
+ ,38
+ ,3409
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2880
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2690
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3090
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3409
+ ,1
+ ,12
+ ,1
+ ,32
+ ,2159
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3921
+ ,0
+ ,12
+ ,0
+ ,40
+ ,2940
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3400
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3239
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3636
+ ,1
+ ,12
+ ,0
+ ,40
+ ,4347
+ ,1
+ ,12
+ ,1
+ ,38
+ ,2977
+ ,1
+ ,12
+ ,0
+ ,42
+ ,3636
+ ,0
+ ,12
+ ,0
+ ,39
+ ,2671
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3949
+ ,0
+ ,12
+ ,0
+ ,37
+ ,3608
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3710
+ ,0
+ ,12
+ ,1
+ ,35
+ ,2216
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2500
+ ,1
+ ,12
+ ,0
+ ,29
+ ,1450
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3296
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3510
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3950
+ ,0
+ ,12
+ ,0
+ ,39
+ ,4176
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3636
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3125
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3845
+ ,1
+ ,12
+ ,1
+ ,41
+ ,3523
+ ,0
+ ,12
+ ,0
+ ,39
+ ,2784
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3494
+ ,0
+ ,12
+ ,0
+ ,42
+ ,4233
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3779
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3720
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3302
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3693
+ ,1
+ ,12
+ ,0
+ ,35
+ ,2580
+ ,1
+ ,12
+ ,0
+ ,38
+ ,2597
+ ,0
+ ,12
+ ,0
+ ,38
+ ,2926
+ ,0
+ ,12
+ ,0
+ ,41
+ ,4505
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3977
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3182
+ ,1
+ ,12
+ ,1
+ ,36
+ ,2160
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3402
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3239
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3608
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3267
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3995
+ ,1
+ ,12
+ ,1
+ ,39
+ ,3068
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4065
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3346
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3154
+ ,1
+ ,12
+ ,1
+ ,33
+ ,2515
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3182
+ ,0
+ ,12
+ ,1
+ ,36
+ ,2443
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3807
+ ,1
+ ,12
+ ,1
+ ,38
+ ,3130
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3722
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2727
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3011
+ ,1
+ ,12
+ ,0
+ ,29
+ ,793
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3494
+ ,1
+ ,12
+ ,0
+ ,35
+ ,2386
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3466
+ ,0
+ ,12
+ ,0
+ ,38
+ ,2760
+ ,0
+ ,12
+ ,0
+ ,41
+ ,4659
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3608
+ ,1
+ ,12
+ ,0
+ ,38
+ ,2557
+ ,0
+ ,12
+ ,0
+ ,40
+ ,2671
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3740
+ ,1
+ ,12
+ ,1
+ ,33
+ ,2614
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3949
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3630
+ ,0
+ ,12
+ ,0
+ ,39
+ ,2898
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3940
+ ,1
+ ,12
+ ,0
+ ,23
+ ,701
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3977
+ ,1
+ ,12
+ ,1
+ ,34
+ ,2472
+ ,1
+ ,12
+ ,1
+ ,37
+ ,3011
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3352
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3494
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4091
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3530
+ ,1
+ ,12
+ ,1
+ ,36
+ ,3010
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3068
+ ,1
+ ,12
+ ,0
+ ,42
+ ,3636
+ ,1
+ ,12
+ ,1
+ ,41
+ ,3665
+ ,1
+ ,12
+ ,0
+ ,42
+ ,3430
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3182
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3300
+ ,1
+ ,12
+ ,0
+ ,37
+ ,2557
+ ,1
+ ,12
+ ,0
+ ,37
+ ,2550
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3097
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3154
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3625
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3330
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4347
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3296
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3154
+ ,1
+ ,12
+ ,0
+ ,41
+ ,4050
+ ,0
+ ,12
+ ,0
+ ,36
+ ,3239
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3608
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2500
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3438
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3977
+ ,1
+ ,12
+ ,1
+ ,38
+ ,2780
+ ,1
+ ,12
+ ,1
+ ,36
+ ,2189
+ ,1
+ ,12
+ ,1
+ ,34
+ ,1760
+ ,1
+ ,12
+ ,0
+ ,35
+ ,2360
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3608
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3892
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2870
+ ,1
+ ,12
+ ,1
+ ,38
+ ,2926
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3905
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3020
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3779
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3381
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3280
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3154
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3523
+ ,0
+ ,12
+ ,0
+ ,32
+ ,1861
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3360
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3977
+ ,1
+ ,12
+ ,1
+ ,38
+ ,3296
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3523
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3693
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3921
+ ,1
+ ,12
+ ,1
+ ,26
+ ,653
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3494
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3500
+ ,1
+ ,12
+ ,0
+ ,38
+ ,2863
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3335
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3750
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3636
+ ,1
+ ,12
+ ,1
+ ,39
+ ,4190
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3540
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3381
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3580
+ ,1
+ ,12
+ ,0
+ ,32
+ ,2813
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3494
+ ,1
+ ,12
+ ,0
+ ,42
+ ,4065
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3520
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3551
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4063
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3210
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3640
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2770
+ ,1
+ ,12
+ ,1
+ ,41
+ ,3750
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3695
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3305
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3892
+ ,0
+ ,12
+ ,1
+ ,42
+ ,3210
+ ,1
+ ,12
+ ,1
+ ,40
+ ,2851
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3175
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3949
+ ,0
+ ,12
+ ,1
+ ,37
+ ,2727
+ ,0
+ ,12
+ ,0
+ ,42
+ ,4262
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3523
+ ,0
+ ,12
+ ,0
+ ,36
+ ,2955
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3239
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3665
+ ,0
+ ,12
+ ,1
+ ,39
+ ,2960
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3353
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3864
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3125
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3182
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3438
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3921
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3728
+ ,0
+ ,12
+ ,0
+ ,38
+ ,2639
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3324
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2869
+ ,1
+ ,12
+ ,1
+ ,38
+ ,3352
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3040
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3381
+ ,1
+ ,12
+ ,0
+ ,40
+ ,4517
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4375
+ ,0
+ ,12
+ ,0
+ ,40
+ ,4233
+ ,0
+ ,12
+ ,0
+ ,40
+ ,2983
+ ,1
+ ,12
+ ,0
+ ,33
+ ,1720
+ ,1
+ ,12
+ ,1
+ ,39
+ ,3555
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,12
+ ,0
+ ,39
+ ,1932
+ ,1
+ ,12
+ ,1
+ ,39
+ ,3068
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2756
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3864
+ ,1
+ ,12
+ ,1
+ ,43
+ ,4690
+ ,0
+ ,12
+ ,0
+ ,41
+ ,3977
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3864
+ ,0
+ ,12
+ ,1
+ ,42
+ ,3636
+ ,1
+ ,12
+ ,1
+ ,35
+ ,3154
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3352
+ ,1
+ ,12
+ ,0
+ ,38
+ ,2443
+ ,1
+ ,12
+ ,1
+ ,34
+ ,2220
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3240
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3087
+ ,1
+ ,12
+ ,1
+ ,37
+ ,2955
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2931
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3350
+ ,0
+ ,12
+ ,1
+ ,41
+ ,3324
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3438
+ ,1
+ ,12
+ ,0
+ ,42
+ ,3438
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3430
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3750
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3520
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3480
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2955
+ ,0
+ ,12
+ ,0
+ ,43
+ ,3722
+ ,0
+ ,12
+ ,0
+ ,41
+ ,2898
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3665
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3324
+ ,1
+ ,12
+ ,0
+ ,40
+ ,2841
+ ,1
+ ,12
+ ,1
+ ,41
+ ,2690
+ ,1
+ ,12
+ ,1
+ ,40
+ ,3780
+ ,0
+ ,12
+ ,0
+ ,28
+ ,1165
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3381
+ ,0
+ ,12
+ ,1
+ ,40
+ ,1900
+ ,1
+ ,12
+ ,0
+ ,38
+ ,2205
+ ,1
+ ,12
+ ,0
+ ,43
+ ,2790
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3380
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3060
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3068
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3280
+ ,1
+ ,12
+ ,1
+ ,39
+ ,2443
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3750
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3125
+ ,1
+ ,12
+ ,0
+ ,37
+ ,3799
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3665
+ ,0
+ ,12
+ ,0
+ ,39
+ ,3409
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3011
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3930
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3267
+ ,0
+ ,12
+ ,1
+ ,39
+ ,3693
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3438
+ ,0
+ ,12
+ ,0
+ ,37
+ ,2557
+ ,1
+ ,12
+ ,0
+ ,37
+ ,2637
+ ,1
+ ,12
+ ,0
+ ,42
+ ,4034
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3381
+ ,1
+ ,12
+ ,1
+ ,36
+ ,2960
+ ,0
+ ,12
+ ,0
+ ,38
+ ,3210
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3572
+ ,1
+ ,12
+ ,1
+ ,39
+ ,3007
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3977
+ ,0
+ ,12
+ ,1
+ ,41
+ ,3693
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3011
+ ,0
+ ,12
+ ,0
+ ,39
+ ,2955
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3296
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3605
+ ,1
+ ,12
+ ,0
+ ,38
+ ,3722
+ ,1
+ ,12
+ ,1
+ ,38
+ ,3267
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3608
+ ,1
+ ,12
+ ,0
+ ,39
+ ,2983
+ ,1
+ ,12
+ ,0
+ ,34
+ ,2386
+ ,0
+ ,12
+ ,1
+ ,26
+ ,682
+ ,0
+ ,12
+ ,0
+ ,35
+ ,2784
+ ,0
+ ,12
+ ,1
+ ,38
+ ,2528
+ ,1
+ ,12
+ ,0
+ ,30
+ ,1446
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3480
+ ,1
+ ,12
+ ,0
+ ,38
+ ,2727
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3267
+ ,1
+ ,12
+ ,0
+ ,38
+ ,2955
+ ,1
+ ,12
+ ,0
+ ,40
+ ,3068
+ ,0
+ ,12
+ ,0
+ ,34
+ ,2330
+ ,0
+ ,12
+ ,1
+ ,40
+ ,3154
+ ,1
+ ,12
+ ,0
+ ,37
+ ,3779
+ ,0
+ ,12
+ ,0
+ ,40
+ ,3714
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3135
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2188
+ ,1
+ ,12
+ ,0
+ ,38
+ ,4040
+ ,0
+ ,12
+ ,1
+ ,33
+ ,1750
+ ,0
+ ,12
+ ,0
+ ,42
+ ,4205
+ ,1
+ ,12
+ ,0
+ ,39
+ ,3335
+ ,1
+ ,12
+ ,0
+ ,27
+ ,1051
+ ,0
+ ,12
+ ,0
+ ,40
+ ,2898
+ ,0
+ ,12
+ ,0
+ ,42
+ ,3580
+ ,1
+ ,12
+ ,0
+ ,36
+ ,2860
+ ,1
+ ,12
+ ,0
+ ,41
+ ,3355
+ ,0
+ ,12
+ ,1
+ ,40
+ ,2699
+ ,1
+ ,12
+ ,1
+ ,39
+ ,2000
+ ,0
+ ,13
+ ,0
+ ,40
+ ,3154
+ ,0
+ ,13
+ ,0
+ ,38
+ ,3494
+ ,1
+ ,13
+ ,0
+ ,37
+ ,3210
+ ,1
+ ,13
+ ,1
+ ,24
+ ,521
+ ,1
+ ,13
+ ,0
+ ,39
+ ,2898
+ ,0
+ ,13
+ ,1
+ ,39
+ ,2386
+ ,1
+ ,13
+ ,0
+ ,38
+ ,3154
+ ,1
+ ,13
+ ,0
+ ,39
+ ,3220
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3510
+ ,0
+ ,13
+ ,0
+ ,41
+ ,3608
+ ,1
+ ,13
+ ,0
+ ,38
+ ,3225
+ ,0
+ ,13
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,13
+ ,0
+ ,38
+ ,2671
+ ,0
+ ,13
+ ,1
+ ,40
+ ,2841
+ ,1
+ ,13
+ ,0
+ ,41
+ ,3466
+ ,0
+ ,13
+ ,0
+ ,40
+ ,3949
+ ,1
+ ,13
+ ,1
+ ,39
+ ,3095
+ ,1
+ ,13
+ ,0
+ ,40
+ ,2784
+ ,1
+ ,13
+ ,0
+ ,37
+ ,3523
+ ,1
+ ,13
+ ,0
+ ,40
+ ,4240
+ ,1
+ ,13
+ ,0
+ ,41
+ ,3550
+ ,1
+ ,13
+ ,0
+ ,39
+ ,3296
+ ,1
+ ,13
+ ,1
+ ,40
+ ,3170
+ ,1
+ ,13
+ ,0
+ ,37
+ ,3693
+ ,1
+ ,13
+ ,0
+ ,39
+ ,3551
+ ,1
+ ,13
+ ,0
+ ,39
+ ,3100
+ ,1
+ ,13
+ ,1
+ ,27
+ ,1095
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3523
+ ,0
+ ,13
+ ,0
+ ,41
+ ,3750
+ ,1
+ ,13
+ ,1
+ ,40
+ ,3182
+ ,1
+ ,13
+ ,1
+ ,38
+ ,2617
+ ,1
+ ,13
+ ,0
+ ,34
+ ,1421
+ ,1
+ ,13
+ ,1
+ ,38
+ ,2869
+ ,0
+ ,13
+ ,0
+ ,41
+ ,3939
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3608
+ ,1
+ ,13
+ ,0
+ ,38
+ ,3210
+ ,1
+ ,13
+ ,0
+ ,33
+ ,1920
+ ,0
+ ,13
+ ,0
+ ,38
+ ,2898
+ ,1
+ ,13
+ ,0
+ ,40
+ ,2813
+ ,1
+ ,13
+ ,0
+ ,39
+ ,2825
+ ,1
+ ,13
+ ,0
+ ,42
+ ,4460
+ ,1
+ ,13
+ ,0
+ ,39
+ ,2975
+ ,1
+ ,13
+ ,1
+ ,39
+ ,2810
+ ,0
+ ,13
+ ,0
+ ,40
+ ,3864
+ ,1
+ ,13
+ ,1
+ ,39
+ ,2869
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3977
+ ,0
+ ,13
+ ,0
+ ,41
+ ,3665
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,13
+ ,0
+ ,41
+ ,3180
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3040
+ ,0
+ ,13
+ ,0
+ ,39
+ ,4091
+ ,1
+ ,13
+ ,0
+ ,38
+ ,3182
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3296
+ ,1
+ ,13
+ ,0
+ ,40
+ ,4091
+ ,0
+ ,13
+ ,0
+ ,41
+ ,3779
+ ,0
+ ,13
+ ,1
+ ,20
+ ,410
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3750
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3010
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3324
+ ,1
+ ,13
+ ,0
+ ,37
+ ,2926
+ ,1
+ ,13
+ ,0
+ ,38
+ ,3580
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3636
+ ,1
+ ,13
+ ,0
+ ,40
+ ,3324
+ ,1
+ ,13
+ ,0
+ ,39
+ ,3324
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3352
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3352
+ ,0
+ ,14
+ ,0
+ ,37
+ ,3125
+ ,0
+ ,14
+ ,0
+ ,41
+ ,3448
+ ,0
+ ,14
+ ,0
+ ,41
+ ,3494
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3608
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3779
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3860
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3921
+ ,0
+ ,14
+ ,0
+ ,36
+ ,2642
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3285
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3835
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3250
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3210
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3892
+ ,0
+ ,14
+ ,0
+ ,42
+ ,4546
+ ,0
+ ,14
+ ,0
+ ,38
+ ,3864
+ ,1
+ ,14
+ ,0
+ ,38
+ ,3210
+ ,1
+ ,14
+ ,0
+ ,41
+ ,3420
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3154
+ ,1
+ ,14
+ ,0
+ ,41
+ ,2472
+ ,0
+ ,14
+ ,0
+ ,41
+ ,3665
+ ,0
+ ,14
+ ,0
+ ,38
+ ,3580
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3381
+ ,0
+ ,14
+ ,0
+ ,41
+ ,3125
+ ,0
+ ,14
+ ,0
+ ,36
+ ,2880
+ ,1
+ ,14
+ ,0
+ ,38
+ ,2600
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3835
+ ,1
+ ,14
+ ,1
+ ,40
+ ,3612
+ ,1
+ ,14
+ ,0
+ ,21
+ ,320
+ ,1
+ ,14
+ ,1
+ ,40
+ ,3244
+ ,1
+ ,14
+ ,1
+ ,40
+ ,3296
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3693
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3679
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3450
+ ,1
+ ,14
+ ,0
+ ,39
+ ,3977
+ ,1
+ ,14
+ ,0
+ ,39
+ ,3154
+ ,1
+ ,14
+ ,0
+ ,39
+ ,4034
+ ,1
+ ,14
+ ,0
+ ,42
+ ,3160
+ ,1
+ ,14
+ ,0
+ ,22
+ ,682
+ ,1
+ ,14
+ ,0
+ ,38
+ ,3045
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3409
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3352
+ ,1
+ ,14
+ ,1
+ ,40
+ ,3665
+ ,1
+ ,14
+ ,1
+ ,40
+ ,3020
+ ,1
+ ,14
+ ,0
+ ,40
+ ,2557
+ ,0
+ ,14
+ ,0
+ ,40
+ ,4404
+ ,1
+ ,14
+ ,0
+ ,39
+ ,2840
+ ,1
+ ,14
+ ,1
+ ,40
+ ,3500
+ ,0
+ ,14
+ ,0
+ ,40
+ ,4063
+ ,0
+ ,14
+ ,0
+ ,40
+ ,4574
+ ,1
+ ,14
+ ,0
+ ,40
+ ,4006
+ ,0
+ ,14
+ ,1
+ ,40
+ ,3636
+ ,1
+ ,14
+ ,0
+ ,42
+ ,3494
+ ,1
+ ,14
+ ,0
+ ,41
+ ,3210
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3409
+ ,1
+ ,14
+ ,0
+ ,37
+ ,2585
+ ,1
+ ,14
+ ,1
+ ,38
+ ,2555
+ ,0
+ ,14
+ ,0
+ ,41
+ ,3523
+ ,1
+ ,14
+ ,0
+ ,37
+ ,3155
+ ,0
+ ,14
+ ,1
+ ,40
+ ,3381
+ ,1
+ ,14
+ ,0
+ ,40
+ ,2983
+ ,0
+ ,14
+ ,1
+ ,42
+ ,3892
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3324
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3296
+ ,0
+ ,14
+ ,0
+ ,37
+ ,2443
+ ,0
+ ,14
+ ,1
+ ,39
+ ,3580
+ ,0
+ ,14
+ ,0
+ ,40
+ ,2784
+ ,0
+ ,14
+ ,1
+ ,39
+ ,3835
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3721
+ ,0
+ ,14
+ ,0
+ ,39
+ ,3210
+ ,0
+ ,14
+ ,0
+ ,40
+ ,3892
+ ,1
+ ,14
+ ,0
+ ,39
+ ,2841
+ ,1
+ ,14
+ ,0
+ ,38
+ ,3068
+ ,1
+ ,14
+ ,0
+ ,36
+ ,2690
+ ,1
+ ,14
+ ,0
+ ,40
+ ,3025
+ ,0
+ ,14
+ ,0
+ ,39
+ ,4063
+ ,0
+ ,14
+ ,0
+ ,39
+ ,3551
+ ,1
+ ,14
+ ,0
+ ,38
+ ,3625
+ ,1
+ ,14
+ ,1
+ ,38
+ ,3210
+ ,1
+ ,14
+ ,0
+ ,38
+ ,2955
+ ,1
+ ,14
+ ,0
+ ,39
+ ,3230
+ ,1
+ ,14
+ ,0
+ ,39
+ ,3154
+ ,0
+ ,15
+ ,0
+ ,40
+ ,3438
+ ,1
+ ,15
+ ,0
+ ,40
+ ,4404
+ ,1
+ ,15
+ ,0
+ ,39
+ ,3615
+ ,0
+ ,15
+ ,0
+ ,40
+ ,4659
+ ,1
+ ,15
+ ,1
+ ,40
+ ,2841
+ ,0
+ ,15
+ ,0
+ ,40
+ ,4006
+ ,1
+ ,15
+ ,0
+ ,39
+ ,2869
+ ,1
+ ,15
+ ,0
+ ,22
+ ,470
+ ,0
+ ,15
+ ,0
+ ,40
+ ,3296
+ ,1
+ ,15
+ ,0
+ ,40
+ ,3728
+ ,0
+ ,15
+ ,0
+ ,39
+ ,3068
+ ,0
+ ,15
+ ,0
+ ,38
+ ,2585
+ ,1
+ ,15
+ ,0
+ ,39
+ ,3296
+ ,0
+ ,15
+ ,0
+ ,40
+ ,3438
+ ,0
+ ,15
+ ,0
+ ,41
+ ,3068
+ ,1
+ ,15
+ ,0
+ ,39
+ ,3438
+ ,1
+ ,15
+ ,0
+ ,35
+ ,3040
+ ,0
+ ,15
+ ,0
+ ,39
+ ,3523
+ ,1
+ ,15
+ ,0
+ ,41
+ ,2926
+ ,1
+ ,15
+ ,0
+ ,37
+ ,2301
+ ,0
+ ,15
+ ,0
+ ,39
+ ,3409
+ ,1
+ ,15
+ ,0
+ ,40
+ ,3324
+ ,0
+ ,15
+ ,0
+ ,38
+ ,3580
+ ,1
+ ,15
+ ,0
+ ,42
+ ,3722
+ ,1
+ ,15
+ ,0
+ ,38
+ ,2869
+ ,0
+ ,15
+ ,0
+ ,42
+ ,4119
+ ,1
+ ,15
+ ,1
+ ,40
+ ,3540
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3352
+ ,1
+ ,16
+ ,1
+ ,38
+ ,4347
+ ,0
+ ,16
+ ,0
+ ,38
+ ,3097
+ ,1
+ ,16
+ ,0
+ ,39
+ ,4091
+ ,1
+ ,16
+ ,0
+ ,40
+ ,3381
+ ,0
+ ,16
+ ,0
+ ,40
+ ,2727
+ ,0
+ ,16
+ ,0
+ ,40
+ ,3864
+ ,0
+ ,16
+ ,0
+ ,42
+ ,2869
+ ,1
+ ,16
+ ,0
+ ,37
+ ,3523
+ ,0
+ ,16
+ ,0
+ ,39
+ ,2528
+ ,1
+ ,16
+ ,0
+ ,38
+ ,3324
+ ,1
+ ,16
+ ,1
+ ,39
+ ,2983
+ ,0
+ ,16
+ ,0
+ ,42
+ ,4148
+ ,1
+ ,16
+ ,0
+ ,35
+ ,2760
+ ,1
+ ,16
+ ,0
+ ,41
+ ,4480
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3015
+ ,1
+ ,16
+ ,0
+ ,40
+ ,2898
+ ,1
+ ,16
+ ,0
+ ,41
+ ,3720
+ ,1
+ ,16
+ ,0
+ ,38
+ ,4176
+ ,0
+ ,16
+ ,0
+ ,42
+ ,3608
+ ,0
+ ,16
+ ,0
+ ,36
+ ,2756
+ ,1
+ ,16
+ ,1
+ ,38
+ ,2950
+ ,0
+ ,16
+ ,0
+ ,42
+ ,3210
+ ,0
+ ,16
+ ,0
+ ,40
+ ,2926
+ ,1
+ ,16
+ ,0
+ ,40
+ ,3154
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3090
+ ,1
+ ,16
+ ,0
+ ,39
+ ,3324
+ ,0
+ ,16
+ ,0
+ ,39
+ ,2955
+ ,1
+ ,16
+ ,0
+ ,41
+ ,4432
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3864
+ ,0
+ ,16
+ ,0
+ ,37
+ ,3068
+ ,1
+ ,16
+ ,0
+ ,39
+ ,3665
+ ,0
+ ,16
+ ,0
+ ,41
+ ,3352
+ ,1
+ ,16
+ ,0
+ ,39
+ ,2815
+ ,0
+ ,16
+ ,0
+ ,40
+ ,3630
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3040
+ ,1
+ ,16
+ ,0
+ ,38
+ ,3011
+ ,0
+ ,16
+ ,0
+ ,38
+ ,3523
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3494
+ ,0
+ ,16
+ ,1
+ ,38
+ ,3466
+ ,0
+ ,16
+ ,0
+ ,41
+ ,3921
+ ,0
+ ,16
+ ,0
+ ,42
+ ,3835
+ ,1
+ ,16
+ ,0
+ ,41
+ ,3381
+ ,0
+ ,16
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,16
+ ,0
+ ,38
+ ,4100
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3779
+ ,0
+ ,16
+ ,0
+ ,40
+ ,3864
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3324
+ ,1
+ ,16
+ ,0
+ ,37
+ ,2479
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3693
+ ,0
+ ,16
+ ,0
+ ,40
+ ,4148
+ ,0
+ ,16
+ ,0
+ ,40
+ ,3210
+ ,1
+ ,16
+ ,0
+ ,41
+ ,3458
+ ,0
+ ,16
+ ,0
+ ,40
+ ,4347
+ ,1
+ ,16
+ ,1
+ ,38
+ ,3296
+ ,1
+ ,16
+ ,0
+ ,37
+ ,2720
+ ,0
+ ,16
+ ,0
+ ,41
+ ,3636
+ ,0
+ ,16
+ ,0
+ ,35
+ ,3665
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3551
+ ,1
+ ,16
+ ,0
+ ,39
+ ,4830
+ ,0
+ ,16
+ ,0
+ ,41
+ ,3864
+ ,1
+ ,16
+ ,0
+ ,40
+ ,3210
+ ,1
+ ,16
+ ,0
+ ,40
+ ,3807
+ ,0
+ ,16
+ ,0
+ ,38
+ ,4460
+ ,0
+ ,16
+ ,0
+ ,40
+ ,3608
+ ,1
+ ,16
+ ,0
+ ,38
+ ,3502
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3239
+ ,0
+ ,16
+ ,0
+ ,41
+ ,3892
+ ,1
+ ,16
+ ,0
+ ,37
+ ,2995
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3665
+ ,0
+ ,16
+ ,1
+ ,40
+ ,3381
+ ,0
+ ,16
+ ,1
+ ,41
+ ,3466
+ ,0
+ ,16
+ ,0
+ ,40
+ ,3892
+ ,0
+ ,16
+ ,0
+ ,41
+ ,3438
+ ,1
+ ,16
+ ,0
+ ,40
+ ,2955
+ ,0
+ ,16
+ ,0
+ ,41
+ ,3190
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3060
+ ,1
+ ,16
+ ,0
+ ,39
+ ,2699
+ ,0
+ ,16
+ ,0
+ ,40
+ ,4375
+ ,0
+ ,16
+ ,0
+ ,40
+ ,3722
+ ,0
+ ,16
+ ,0
+ ,38
+ ,3580
+ ,1
+ ,16
+ ,0
+ ,39
+ ,3494
+ ,0
+ ,16
+ ,0
+ ,41
+ ,3835
+ ,1
+ ,16
+ ,0
+ ,40
+ ,3750
+ ,0
+ ,16
+ ,0
+ ,39
+ ,3152
+ ,1
+ ,17
+ ,0
+ ,38
+ ,3523
+ ,0
+ ,17
+ ,0
+ ,40
+ ,3636
+ ,0
+ ,17
+ ,0
+ ,38
+ ,3523
+ ,1
+ ,17
+ ,0
+ ,39
+ ,2727
+ ,0
+ ,17
+ ,0
+ ,38
+ ,3040
+ ,0
+ ,17
+ ,0
+ ,38
+ ,3182
+ ,1
+ ,17
+ ,0
+ ,40
+ ,3494
+ ,1
+ ,17
+ ,0
+ ,39
+ ,2813
+ ,0
+ ,17
+ ,0
+ ,40
+ ,2727
+ ,1
+ ,17
+ ,0
+ ,39
+ ,3875
+ ,0
+ ,17
+ ,0
+ ,40
+ ,3921
+ ,0
+ ,17
+ ,0
+ ,39
+ ,2642
+ ,0
+ ,17
+ ,0
+ ,39
+ ,2410
+ ,1
+ ,17
+ ,0
+ ,31
+ ,997
+ ,0
+ ,17
+ ,0
+ ,38
+ ,3409
+ ,1
+ ,17
+ ,0
+ ,39
+ ,2557
+ ,0
+ ,17
+ ,0
+ ,41
+ ,3523
+ ,0
+ ,17
+ ,0
+ ,41
+ ,3921
+ ,0
+ ,17
+ ,0
+ ,42
+ ,3486
+ ,0
+ ,17
+ ,0
+ ,39
+ ,3739
+ ,0
+ ,17
+ ,0
+ ,38
+ ,3864
+ ,0
+ ,17
+ ,0
+ ,39
+ ,3267
+ ,0
+ ,17
+ ,0
+ ,39
+ ,3523
+ ,0
+ ,17
+ ,0
+ ,37
+ ,3011
+ ,1
+ ,17
+ ,0
+ ,33
+ ,1875
+ ,0
+ ,17
+ ,0
+ ,36
+ ,2330
+ ,0
+ ,17
+ ,0
+ ,41
+ ,3351
+ ,0
+ ,17
+ ,0
+ ,40
+ ,4006
+ ,0
+ ,17
+ ,0
+ ,38
+ ,2671
+ ,0
+ ,17
+ ,0
+ ,40
+ ,2784
+ ,1
+ ,17
+ ,0
+ ,38
+ ,2700
+ ,0
+ ,17
+ ,0
+ ,38
+ ,3324
+ ,0
+ ,17
+ ,0
+ ,41
+ ,3660
+ ,0
+ ,17
+ ,0
+ ,40
+ ,3125
+ ,1
+ ,17
+ ,0
+ ,40
+ ,3466
+ ,0
+ ,17
+ ,0
+ ,37
+ ,3197
+ ,0
+ ,17
+ ,0
+ ,39
+ ,3296
+ ,1
+ ,17
+ ,0
+ ,38
+ ,3415
+ ,1
+ ,17
+ ,0
+ ,40
+ ,3320
+ ,1
+ ,17
+ ,0
+ ,40
+ ,3315
+ ,0
+ ,17
+ ,0
+ ,40
+ ,3068
+ ,0
+ ,17
+ ,0
+ ,40
+ ,4318
+ ,0
+ ,17
+ ,0
+ ,40
+ ,4034
+ ,0
+ ,17
+ ,0
+ ,40
+ ,3608
+ ,0
+ ,17
+ ,0
+ ,40
+ ,3352)
+ ,dim=c(5
+ ,1115)
+ ,dimnames=list(c('black'
+ ,'edu'
+ ,'smoke'
+ ,'gestate'
+ ,'grams')
+ ,1:1115))
> y <- array(NA,dim=c(5,1115),dimnames=list(c('black','edu','smoke','gestate','grams'),1:1115))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> par3 = 'No Linear Trend'
> par2 = 'Do not include Seasonal Dummies'
> par1 = '5'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> library(lattice)
> library(lmtest)
Loading required package: zoo
> n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
> par1 <- as.numeric(par1)
> x <- t(y)
> k <- length(x[1,])
> n <- length(x[,1])
> x1 <- cbind(x[,par1], x[,1:k!=par1])
> mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
> colnames(x1) <- mycolnames #colnames(x)[par1]
> x <- x1
> if (par3 == 'First Differences'){
+ x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
+ for (i in 1:n-1) {
+ for (j in 1:k) {
+ x2[i,j] <- x[i+1,j] - x[i,j]
+ }
+ }
+ x <- x2
+ }
> if (par2 == 'Include Monthly Dummies'){
+ x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
+ for (i in 1:11){
+ x2[seq(i,n,12),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> if (par2 == 'Include Quarterly Dummies'){
+ x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
+ for (i in 1:3){
+ x2[seq(i,n,4),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> k <- length(x[1,])
> if (par3 == 'Linear Trend'){
+ x <- cbind(x, c(1:n))
+ colnames(x)[k+1] <- 't'
+ }
> x
grams black edu smoke gestate
1 2898 0 0 1 40
2 994 1 0 1 26
3 3977 0 2 0 38
4 3040 0 2 1 37
5 3523 0 2 0 38
6 3100 0 5 1 40
7 3670 1 6 0 40
8 3097 1 7 0 41
9 3040 1 7 1 39
10 3239 1 7 1 39
11 2955 0 8 0 38
12 2200 0 8 0 38
13 3182 1 8 0 40
14 3510 0 8 0 40
15 3381 1 8 1 39
16 3530 1 8 0 40
17 2985 1 8 1 38
18 3374 1 8 0 39
19 3765 0 8 0 42
20 2715 1 8 0 39
21 3640 1 8 0 39
22 3040 1 8 0 42
23 3670 1 8 0 39
24 2775 1 9 1 38
25 2680 1 9 0 38
26 2699 1 9 0 37
27 2557 1 9 1 38
28 3835 1 9 0 40
29 3381 0 9 1 41
30 2766 1 9 0 36
31 3125 1 9 0 41
32 2557 1 9 1 38
33 2950 1 9 0 38
34 3779 0 9 0 40
35 2760 0 9 0 41
36 3011 1 9 0 39
37 2415 1 9 1 37
38 3125 1 9 0 38
39 3154 0 9 1 38
40 3170 0 9 0 39
41 2784 0 9 0 41
42 2475 1 9 1 40
43 2642 1 9 0 40
44 4034 0 9 1 40
45 3988 0 9 0 41
46 3370 1 9 0 40
47 2955 0 9 0 40
48 2443 1 9 0 40
49 4000 0 9 0 38
50 3630 1 9 0 37
51 2920 1 9 0 39
52 2727 1 9 1 35
53 3800 0 9 0 38
54 3771 0 9 0 40
55 3075 1 9 0 37
56 2415 1 9 1 37
57 2890 1 9 0 37
58 3892 0 9 0 37
59 3125 1 9 1 40
60 3892 0 9 1 42
61 3296 0 9 0 39
62 3120 0 9 0 38
63 1710 0 9 1 38
64 3068 1 10 0 41
65 3779 1 10 0 41
66 2898 1 10 1 40
67 3381 0 10 0 40
68 3324 1 10 1 40
69 2727 1 10 1 38
70 2642 0 10 1 37
71 2244 1 10 1 34
72 2528 0 10 0 36
73 3352 0 10 1 39
74 3551 0 10 1 39
75 3267 0 10 0 40
76 3210 1 10 0 40
77 3395 1 10 0 40
78 3068 0 10 1 40
79 3420 1 10 1 39
80 2985 1 10 0 38
81 2147 1 10 0 33
82 2863 1 10 0 39
83 3125 1 10 0 38
84 4290 0 10 0 40
85 2585 1 10 1 34
86 2869 1 10 0 38
87 3097 1 10 1 36
88 2756 1 10 0 39
89 3125 0 10 1 35
90 3921 0 10 1 41
91 3438 1 10 0 40
92 2980 1 10 0 40
93 2869 1 10 0 36
94 4830 0 10 1 41
95 3409 0 10 1 40
96 3807 1 10 0 41
97 3220 1 10 1 39
98 2756 0 10 1 38
99 3097 0 10 1 38
100 3615 1 10 0 39
101 2926 0 10 0 40
102 4050 1 10 0 40
103 2840 1 10 0 38
104 2671 1 10 0 41
105 3540 1 10 0 38
106 2900 1 10 0 38
107 3779 0 10 0 40
108 2740 1 10 0 38
109 2320 1 10 0 35
110 2905 1 10 0 38
111 3070 1 10 1 39
112 3352 0 10 1 41
113 2581 1 10 0 36
114 4091 1 10 0 41
115 3235 1 10 1 43
116 3722 1 10 0 41
117 3438 1 10 1 40
118 3475 0 10 0 40
119 3438 1 10 0 31
120 3409 1 10 0 39
121 3040 0 10 0 38
122 3800 0 10 0 38
123 3182 1 10 1 36
124 3494 1 10 1 39
125 2131 1 10 1 35
126 1790 1 10 0 35
127 3864 0 10 0 40
128 2955 1 10 0 39
129 3949 0 10 0 40
130 2273 1 10 0 35
131 2620 1 10 0 39
132 2205 1 10 0 36
133 2860 1 10 0 41
134 3381 1 10 0 40
135 3190 1 10 0 40
136 3267 1 10 0 40
137 3665 0 10 1 40
138 3160 1 10 0 38
139 3216 1 10 0 39
140 2415 1 10 1 37
141 3200 1 10 0 40
142 3352 0 10 0 40
143 3470 1 10 1 40
144 3580 1 10 0 38
145 3750 0 10 0 41
146 3035 1 10 0 42
147 3438 1 10 0 38
148 3068 1 10 0 38
149 3438 0 10 0 39
150 3750 1 10 1 38
151 3409 1 10 1 42
152 1790 1 10 1 39
153 3170 1 10 0 40
154 3800 0 10 0 38
155 2825 1 10 1 40
156 2756 1 10 0 37
157 3040 1 10 0 40
158 2585 0 10 1 39
159 2756 1 10 1 38
160 3523 0 10 1 41
161 909 1 10 1 26
162 3779 0 10 1 40
163 2415 1 10 1 38
164 3665 0 10 0 40
165 3295 1 10 0 39
166 2699 1 10 1 39
167 3267 0 10 1 39
168 3460 1 10 0 39
169 1250 1 11 0 28
170 3730 1 11 0 38
171 3523 1 11 1 40
172 3011 1 11 1 40
173 3740 1 11 1 39
174 3949 1 11 1 43
175 2330 0 11 1 37
176 3182 0 11 0 40
177 3040 1 11 0 39
178 2557 1 11 0 37
179 3147 0 11 0 38
180 2671 1 11 1 36
181 2557 1 11 1 40
182 3200 1 11 0 38
183 3203 1 11 0 41
184 2756 1 11 1 36
185 1619 1 11 0 32
186 2330 1 11 1 35
187 3381 1 11 1 39
188 2983 0 11 1 38
189 2600 0 11 1 38
190 3585 1 11 0 40
191 3693 0 11 0 40
192 3020 1 11 0 38
193 1800 1 11 1 34
194 2290 1 11 0 38
195 3750 1 11 0 40
196 3551 0 11 0 40
197 3779 0 11 0 37
198 3125 0 11 0 38
199 3470 1 11 0 38
200 3210 1 11 0 41
201 3100 1 11 1 40
202 3182 1 11 1 38
203 3355 1 11 0 37
204 2750 1 11 0 42
205 4006 1 11 0 39
206 3438 1 11 0 38
207 3068 0 11 0 40
208 2650 1 11 1 40
209 3005 1 11 0 39
210 2993 1 11 0 39
211 3494 1 11 0 40
212 2795 1 11 0 41
213 3260 1 11 0 41
214 2959 1 11 1 41
215 4020 1 11 0 38
216 2949 0 11 0 37
217 3900 1 11 0 38
218 2926 1 11 1 39
219 3239 1 11 1 38
220 3409 1 11 0 41
221 3630 1 11 0 42
222 3466 1 11 0 41
223 2330 1 11 0 40
224 3949 0 11 1 40
225 2813 1 11 1 38
226 3137 1 11 0 37
227 3296 0 11 0 40
228 3267 1 11 0 41
229 2940 1 11 0 38
230 3323 1 11 0 40
231 3409 1 11 1 37
232 3296 1 11 1 41
233 3807 0 11 1 40
234 3296 1 11 0 38
235 2983 1 11 1 38
236 1680 1 11 1 30
237 3551 1 11 0 39
238 2385 1 11 0 37
239 3356 1 11 0 40
240 3466 1 11 0 40
241 2699 0 11 0 41
242 4233 0 11 0 40
243 2890 1 11 1 40
244 2443 1 11 1 37
245 3580 0 11 1 39
246 3551 0 11 1 42
247 2030 1 11 1 31
248 3125 1 11 0 36
249 2700 1 11 0 37
250 2216 1 11 1 33
251 3182 0 11 1 40
252 3040 1 11 1 39
253 3011 1 11 1 39
254 2800 1 11 1 39
255 3425 1 11 0 38
256 2760 1 11 1 37
257 3665 1 11 0 41
258 1733 1 11 0 36
259 2850 1 11 0 40
260 2485 1 11 1 38
261 3381 1 11 0 40
262 3065 1 11 0 39
263 3167 1 11 0 39
264 2635 1 11 0 38
265 3665 0 11 1 40
266 3300 1 11 1 39
267 3636 0 11 0 40
268 2813 1 11 1 38
269 3920 1 11 1 42
270 2671 1 11 0 39
271 3182 1 11 0 40
272 3409 1 11 1 40
273 3600 1 11 0 37
274 2557 1 11 0 40
275 3890 1 11 0 40
276 4148 1 11 0 39
277 2030 1 11 1 32
278 2890 1 11 1 39
279 2373 1 11 1 36
280 2977 1 11 0 41
281 2840 1 11 1 38
282 2658 1 11 0 41
283 2983 0 11 1 40
284 3700 1 11 0 39
285 3608 0 12 1 40
286 3559 0 12 0 40
287 3540 1 12 0 40
288 3440 1 12 1 39
289 3324 1 12 0 39
290 3494 1 12 0 38
291 3636 1 12 0 41
292 2813 1 12 1 39
293 3239 1 12 0 39
294 3068 0 12 1 39
295 3210 1 12 0 41
296 3892 0 12 0 42
297 3864 0 12 0 39
298 2784 1 12 0 40
299 3551 0 12 0 40
300 3608 1 12 0 40
301 3130 1 12 0 39
302 3466 0 12 1 40
303 3608 1 12 0 40
304 2225 1 12 0 37
305 2585 1 12 0 36
306 2917 1 12 0 40
307 2415 1 12 0 36
308 4489 0 12 0 40
309 3977 0 12 0 40
310 3080 1 12 0 38
311 3722 1 12 0 40
312 3097 0 12 1 40
313 2960 1 12 0 40
314 3807 0 12 0 39
315 3210 0 12 0 40
316 3210 1 12 0 40
317 284 1 12 1 20
318 3805 1 12 0 40
319 3267 0 12 1 41
320 3722 0 12 1 41
321 3864 0 12 0 40
322 4318 0 12 1 42
323 3807 0 12 1 42
324 455 1 12 1 22
325 3722 0 12 0 40
326 3324 1 12 0 38
327 3665 1 12 0 40
328 3240 1 12 0 41
329 3182 1 12 0 40
330 3040 1 12 1 40
331 3665 0 12 1 40
332 4148 0 12 0 40
333 3636 0 12 0 38
334 1591 0 12 1 33
335 4135 0 12 0 39
336 3352 0 12 0 40
337 3011 1 12 1 38
338 2301 1 12 1 34
339 2740 1 12 0 40
340 2450 1 12 0 41
341 2472 0 12 1 40
342 4148 0 12 0 40
343 3352 0 12 0 40
344 4034 0 12 0 38
345 3807 0 12 0 42
346 2926 0 12 0 39
347 2699 1 12 0 40
348 2990 1 12 0 39
349 2898 0 12 0 38
350 3864 0 12 1 41
351 2970 1 12 0 40
352 3655 1 12 0 42
353 2890 1 12 0 35
354 3980 1 12 1 38
355 2756 0 12 1 40
356 4148 0 12 0 40
357 3494 0 12 0 40
358 2830 1 12 1 37
359 2983 1 12 0 39
360 3430 1 12 0 40
361 2159 1 12 0 35
362 3125 0 12 1 42
363 3239 0 12 0 40
364 4262 0 12 0 38
365 3459 1 12 0 38
366 1190 1 12 0 28
367 3182 0 12 0 40
368 3352 1 12 0 35
369 2898 0 12 0 39
370 3154 0 12 0 40
371 1165 1 12 1 28
372 2102 0 12 1 39
373 3110 1 12 0 40
374 2367 0 12 1 34
375 3892 1 12 0 39
376 3011 1 12 1 40
377 3125 1 12 0 37
378 3490 1 12 0 41
379 2955 1 12 1 38
380 3977 1 12 0 41
381 3665 0 12 0 42
382 3355 1 12 0 39
383 3182 1 12 0 40
384 3239 0 12 0 40
385 2955 1 12 0 40
386 3182 1 12 0 39
387 2784 1 12 0 38
388 3802 0 12 0 40
389 3270 1 12 1 40
390 2225 1 12 0 39
391 3182 0 12 1 36
392 3210 1 12 0 41
393 3779 0 12 0 39
394 2415 1 12 0 36
395 4675 0 12 0 40
396 3352 1 12 0 38
397 2900 1 12 1 38
398 3864 0 12 0 41
399 2841 1 12 0 40
400 2557 0 12 0 40
401 3494 0 12 0 40
402 3438 1 12 0 40
403 2445 1 12 0 36
404 3714 1 12 0 42
405 2935 1 12 0 42
406 3381 0 12 0 41
407 3864 0 12 0 41
408 3240 1 12 1 40
409 2980 1 12 0 40
410 2710 1 12 1 38
411 3570 1 12 0 40
412 3864 1 12 0 42
413 2500 0 12 1 39
414 1160 1 12 0 28
415 2443 1 12 0 39
416 3040 1 12 0 43
417 3864 0 12 0 41
418 3205 1 12 0 42
419 1875 0 12 0 33
420 3835 1 12 0 39
421 2841 0 12 1 39
422 2926 1 12 0 36
423 2983 1 12 0 40
424 3267 0 12 1 40
425 2890 1 12 1 38
426 2443 1 12 0 38
427 3352 0 12 0 38
428 3438 0 12 0 39
429 3120 1 12 1 38
430 4176 0 12 0 40
431 4148 0 12 0 42
432 3270 1 12 0 40
433 3523 0 12 0 40
434 3020 0 12 0 42
435 3620 0 12 0 38
436 3300 1 12 0 42
437 3779 0 12 0 37
438 3665 0 12 1 41
439 2869 0 12 1 40
440 3154 1 12 0 38
441 2810 0 12 1 39
442 2131 1 12 1 34
443 4233 0 12 0 40
444 3860 0 12 0 38
445 3920 1 12 0 40
446 3693 0 12 0 42
447 3580 1 12 0 40
448 3608 1 12 0 40
449 2330 1 12 1 37
450 2813 0 12 1 40
451 3068 1 12 0 37
452 3250 1 12 0 39
453 3175 1 12 0 39
454 2940 1 12 0 39
455 3267 0 12 0 41
456 3645 1 12 0 40
457 4205 0 12 0 41
458 1818 0 12 0 34
459 2983 0 12 0 35
460 2756 1 12 0 40
461 2642 0 12 0 39
462 3182 0 12 0 41
463 3125 0 12 0 41
464 3949 0 12 0 38
465 3466 0 12 0 39
466 3250 1 12 1 38
467 3750 0 12 0 40
468 3466 0 12 0 40
469 2557 0 12 1 40
470 3722 0 12 0 40
471 3551 0 12 0 40
472 3097 1 12 0 39
473 1763 1 12 0 35
474 3610 1 12 0 40
475 3551 1 12 0 39
476 2460 0 12 1 40
477 2358 1 12 0 36
478 3779 0 12 0 40
479 2671 1 12 1 40
480 3210 1 12 0 38
481 4375 0 12 0 40
482 4160 1 12 0 40
483 2841 1 12 0 40
484 3352 0 12 0 40
485 2790 1 12 1 38
486 2540 1 12 0 42
487 2890 1 12 0 39
488 3182 1 12 1 40
489 2557 0 12 0 38
490 3551 0 12 0 40
491 3324 1 12 1 40
492 2620 1 12 0 39
493 3068 1 12 0 38
494 3150 1 12 0 38
495 3636 1 12 0 40
496 3130 1 12 0 40
497 2784 0 12 0 35
498 3520 1 12 0 40
499 4205 0 12 0 40
500 3210 1 12 0 38
501 3523 0 12 0 42
502 3125 1 12 0 38
503 3097 1 12 1 39
504 3125 1 12 1 39
505 2930 1 12 0 40
506 3665 0 12 0 39
507 3693 0 12 0 40
508 3835 1 12 0 41
509 3636 1 12 0 40
510 4165 1 12 0 43
511 3035 1 12 1 38
512 2000 1 12 0 37
513 2740 1 12 1 39
514 3608 0 12 0 38
515 3750 0 12 0 39
516 4091 0 12 0 40
517 3267 1 12 0 40
518 3097 1 12 0 41
519 3381 1 12 1 40
520 3040 1 12 0 39
521 3779 0 12 0 42
522 3523 0 12 1 40
523 3551 0 12 0 40
524 3636 0 12 0 40
525 3154 0 12 1 38
526 2841 1 12 1 38
527 2960 1 12 0 37
528 3097 1 12 0 40
529 3600 1 12 0 39
530 3409 0 12 1 38
531 2880 1 12 0 39
532 2690 1 12 0 39
533 3090 0 12 0 41
534 3409 0 12 0 40
535 2159 1 12 1 32
536 3921 1 12 0 40
537 2940 0 12 0 40
538 3400 1 12 0 40
539 3239 1 12 0 40
540 3636 0 12 0 40
541 4347 1 12 0 40
542 2977 1 12 1 38
543 3636 1 12 0 42
544 2671 0 12 0 39
545 3949 0 12 0 40
546 3608 0 12 0 37
547 3710 1 12 0 40
548 2216 0 12 1 35
549 2500 1 12 0 36
550 1450 1 12 0 29
551 3296 0 12 0 40
552 3510 1 12 0 38
553 3950 1 12 0 41
554 4176 0 12 0 39
555 3636 1 12 1 40
556 3125 1 12 0 40
557 3845 0 12 0 38
558 3523 1 12 1 41
559 2784 0 12 0 39
560 3494 0 12 0 40
561 4233 0 12 0 42
562 3779 0 12 0 40
563 3720 1 12 0 39
564 3302 1 12 0 38
565 3693 0 12 0 41
566 2580 1 12 0 35
567 2597 1 12 0 38
568 2926 0 12 0 38
569 4505 0 12 0 41
570 3977 0 12 0 41
571 3182 1 12 0 41
572 2160 1 12 1 36
573 3402 1 12 0 39
574 3239 0 12 0 40
575 3608 0 12 0 39
576 3267 0 12 0 38
577 3995 0 12 0 39
578 3068 1 12 1 39
579 4065 0 12 0 40
580 3346 1 12 0 38
581 3154 0 12 0 40
582 2515 1 12 1 33
583 3182 0 12 0 39
584 2443 0 12 1 36
585 3807 0 12 0 40
586 3130 1 12 1 38
587 3722 0 12 1 40
588 2727 1 12 0 40
589 3011 0 12 1 40
590 793 1 12 0 29
591 3494 1 12 0 41
592 2386 1 12 0 35
593 3466 0 12 0 40
594 2760 0 12 0 38
595 4659 0 12 0 41
596 3608 0 12 0 39
597 2557 1 12 0 38
598 2671 0 12 0 40
599 3740 0 12 0 38
600 2614 1 12 1 33
601 3949 0 12 0 40
602 3630 1 12 0 39
603 2898 0 12 0 39
604 3940 1 12 0 40
605 701 1 12 0 23
606 3977 0 12 0 40
607 2472 1 12 1 34
608 3011 1 12 1 37
609 3352 1 12 0 39
610 3494 0 12 0 41
611 4091 0 12 0 40
612 3530 1 12 0 38
613 3010 1 12 1 36
614 3068 0 12 0 40
615 3636 1 12 0 42
616 3665 1 12 1 41
617 3430 1 12 0 42
618 3182 1 12 0 38
619 3300 1 12 0 39
620 2557 1 12 0 37
621 2550 1 12 0 37
622 3097 0 12 1 40
623 3154 0 12 0 40
624 3625 1 12 0 40
625 3330 1 12 1 40
626 4347 0 12 0 40
627 3296 0 12 0 39
628 3154 1 12 0 39
629 4050 1 12 0 41
630 3239 0 12 0 36
631 3608 0 12 0 40
632 2500 1 12 0 36
633 3438 0 12 0 41
634 3977 0 12 0 40
635 2780 1 12 1 38
636 2189 1 12 1 36
637 1760 1 12 1 34
638 2360 1 12 0 35
639 3608 0 12 1 40
640 3892 1 12 0 40
641 2870 1 12 0 39
642 2926 1 12 1 38
643 3905 0 12 0 40
644 3020 1 12 0 39
645 3779 0 12 0 39
646 3381 0 12 0 40
647 3280 1 12 0 39
648 3154 1 12 0 41
649 3494 0 12 0 40
650 3523 1 12 1 40
651 1861 0 12 0 32
652 3360 1 12 1 40
653 3977 0 12 0 40
654 3296 1 12 1 38
655 3523 0 12 0 38
656 3693 1 12 0 40
657 3921 1 12 0 39
658 653 1 12 1 26
659 3494 1 12 1 40
660 3500 1 12 0 41
661 2863 1 12 0 38
662 3494 0 12 0 40
663 3335 1 12 0 38
664 3750 0 12 0 40
665 3636 0 12 0 42
666 4190 1 12 1 39
667 3540 1 12 0 39
668 3381 1 12 1 40
669 3580 1 12 0 39
670 2813 1 12 0 32
671 3494 0 12 0 41
672 4065 1 12 0 42
673 3520 0 12 0 38
674 3551 1 12 0 39
675 4063 0 12 0 40
676 3210 1 12 0 39
677 3640 1 12 0 40
678 2770 0 12 1 40
679 3750 1 12 1 41
680 3695 1 12 0 41
681 3305 1 12 0 41
682 3892 0 12 0 40
683 3210 0 12 1 42
684 2851 1 12 1 40
685 3175 1 12 0 38
686 3949 1 12 0 40
687 2727 0 12 1 37
688 4262 0 12 0 42
689 3523 1 12 0 40
690 2955 0 12 0 36
691 3239 0 12 0 40
692 3665 0 12 0 40
693 2960 0 12 1 39
694 3353 1 12 0 40
695 3864 0 12 1 40
696 3125 1 12 0 39
697 3182 1 12 0 40
698 3438 0 12 0 40
699 3921 0 12 0 40
700 3728 1 12 0 39
701 2639 0 12 0 38
702 3324 1 12 1 40
703 2869 1 12 0 40
704 3352 1 12 1 38
705 3040 1 12 0 38
706 3381 1 12 0 40
707 4517 1 12 0 40
708 4375 0 12 0 40
709 4233 0 12 0 40
710 2983 0 12 0 40
711 1720 1 12 0 33
712 3555 1 12 1 39
713 3494 0 12 0 40
714 1932 1 12 0 39
715 3068 1 12 1 39
716 2756 0 12 1 40
717 3864 1 12 0 40
718 4690 1 12 1 43
719 3977 0 12 0 41
720 3864 0 12 0 39
721 3636 0 12 1 42
722 3154 1 12 1 35
723 3352 0 12 0 39
724 2443 1 12 0 38
725 2220 1 12 1 34
726 3240 1 12 0 39
727 3087 1 12 0 41
728 2955 1 12 1 37
729 2931 1 12 0 39
730 3350 1 12 0 38
731 3324 0 12 1 41
732 3438 0 12 0 42
733 3438 1 12 0 42
734 3430 1 12 0 39
735 3750 0 12 0 39
736 3520 1 12 0 40
737 3480 1 12 1 40
738 2955 0 12 1 40
739 3722 0 12 0 43
740 2898 0 12 0 41
741 3665 0 12 0 38
742 3324 1 12 0 41
743 2841 1 12 0 40
744 2690 1 12 1 41
745 3780 1 12 1 40
746 1165 0 12 0 28
747 3381 1 12 0 40
748 1900 0 12 1 40
749 2205 1 12 0 38
750 2790 1 12 0 43
751 3380 1 12 0 38
752 3060 1 12 0 38
753 3068 0 12 0 40
754 3280 1 12 0 39
755 2443 1 12 1 39
756 3750 0 12 0 38
757 3125 0 12 0 39
758 3799 1 12 0 37
759 3665 1 12 0 39
760 3409 0 12 0 39
761 3011 0 12 0 40
762 3930 1 12 0 41
763 3267 0 12 0 42
764 3693 0 12 1 39
765 3438 1 12 0 40
766 2557 0 12 0 37
767 2637 1 12 0 37
768 4034 1 12 0 42
769 3381 0 12 0 38
770 2960 1 12 1 36
771 3210 0 12 0 38
772 3572 1 12 0 39
773 3007 1 12 1 39
774 3977 0 12 0 42
775 3693 0 12 1 41
776 3011 1 12 0 40
777 2955 0 12 0 39
778 3296 1 12 0 41
779 3605 1 12 0 40
780 3722 1 12 0 38
781 3267 1 12 1 38
782 3608 0 12 0 40
783 2983 1 12 0 39
784 2386 1 12 0 34
785 682 0 12 1 26
786 2784 0 12 0 35
787 2528 0 12 1 38
788 1446 1 12 0 30
789 3480 1 12 0 39
790 2727 1 12 0 38
791 3267 1 12 0 40
792 2955 1 12 0 38
793 3068 1 12 0 40
794 2330 0 12 0 34
795 3154 0 12 1 40
796 3779 1 12 0 37
797 3714 0 12 0 40
798 3135 1 12 0 39
799 2188 1 12 0 36
800 4040 1 12 0 38
801 1750 0 12 1 33
802 4205 0 12 0 42
803 3335 1 12 0 39
804 1051 1 12 0 27
805 2898 0 12 0 40
806 3580 0 12 0 42
807 2860 1 12 0 36
808 3355 1 12 0 41
809 2699 0 12 1 40
810 2000 1 12 1 39
811 3154 0 13 0 40
812 3494 0 13 0 38
813 3210 1 13 0 37
814 521 1 13 1 24
815 2898 1 13 0 39
816 2386 0 13 1 39
817 3154 1 13 0 38
818 3220 1 13 0 39
819 3510 1 13 0 40
820 3608 0 13 0 41
821 3225 1 13 0 38
822 3494 0 13 0 40
823 2671 1 13 0 38
824 2841 0 13 1 40
825 3466 1 13 0 41
826 3949 0 13 0 40
827 3095 1 13 1 39
828 2784 1 13 0 40
829 3523 1 13 0 37
830 4240 1 13 0 40
831 3550 1 13 0 41
832 3296 1 13 0 39
833 3170 1 13 1 40
834 3693 1 13 0 37
835 3551 1 13 0 39
836 3100 1 13 0 39
837 1095 1 13 1 27
838 3523 1 13 0 40
839 3750 0 13 0 41
840 3182 1 13 1 40
841 2617 1 13 1 38
842 1421 1 13 0 34
843 2869 1 13 1 38
844 3939 0 13 0 41
845 3494 1 13 0 40
846 3608 1 13 0 40
847 3210 1 13 0 38
848 1920 1 13 0 33
849 2898 0 13 0 38
850 2813 1 13 0 40
851 2825 1 13 0 39
852 4460 1 13 0 42
853 2975 1 13 0 39
854 2810 1 13 1 39
855 3864 0 13 0 40
856 2869 1 13 1 39
857 3977 1 13 0 40
858 3665 0 13 0 41
859 3494 1 13 0 40
860 3180 1 13 0 41
861 3040 1 13 0 40
862 4091 0 13 0 39
863 3182 1 13 0 38
864 3296 1 13 0 40
865 4091 1 13 0 40
866 3779 0 13 0 41
867 410 0 13 1 20
868 3750 1 13 0 40
869 3010 1 13 0 40
870 3324 1 13 0 40
871 2926 1 13 0 37
872 3580 1 13 0 38
873 3636 1 13 0 40
874 3324 1 13 0 40
875 3324 1 13 0 39
876 3352 1 14 0 40
877 3352 0 14 0 40
878 3125 0 14 0 37
879 3448 0 14 0 41
880 3494 0 14 0 41
881 3608 1 14 0 40
882 3779 1 14 0 40
883 3860 1 14 0 40
884 3921 0 14 0 40
885 2642 0 14 0 36
886 3285 1 14 0 40
887 3835 1 14 0 40
888 3250 1 14 0 40
889 3210 0 14 0 40
890 3892 1 14 0 40
891 4546 0 14 0 42
892 3864 0 14 0 38
893 3210 1 14 0 38
894 3420 1 14 0 41
895 3154 1 14 0 40
896 2472 1 14 0 41
897 3665 0 14 0 41
898 3580 0 14 0 38
899 3381 0 14 0 40
900 3125 0 14 0 41
901 2880 0 14 0 36
902 2600 1 14 0 38
903 3835 0 14 0 40
904 3612 1 14 1 40
905 320 1 14 0 21
906 3244 1 14 1 40
907 3296 1 14 1 40
908 3693 0 14 0 40
909 3679 0 14 0 40
910 3450 1 14 0 40
911 3977 1 14 0 39
912 3154 1 14 0 39
913 4034 1 14 0 39
914 3160 1 14 0 42
915 682 1 14 0 22
916 3045 1 14 0 38
917 3409 0 14 0 40
918 3352 1 14 0 40
919 3665 1 14 1 40
920 3020 1 14 1 40
921 2557 1 14 0 40
922 4404 0 14 0 40
923 2840 1 14 0 39
924 3500 1 14 1 40
925 4063 0 14 0 40
926 4574 0 14 0 40
927 4006 1 14 0 40
928 3636 0 14 1 40
929 3494 1 14 0 42
930 3210 1 14 0 41
931 3409 1 14 0 40
932 2585 1 14 0 37
933 2555 1 14 1 38
934 3523 0 14 0 41
935 3155 1 14 0 37
936 3381 0 14 1 40
937 2983 1 14 0 40
938 3892 0 14 1 42
939 3324 1 14 0 40
940 3296 0 14 0 40
941 2443 0 14 0 37
942 3580 0 14 1 39
943 2784 0 14 0 40
944 3835 0 14 1 39
945 3721 0 14 0 40
946 3210 0 14 0 39
947 3892 0 14 0 40
948 2841 1 14 0 39
949 3068 1 14 0 38
950 2690 1 14 0 36
951 3025 1 14 0 40
952 4063 0 14 0 39
953 3551 0 14 0 39
954 3625 1 14 0 38
955 3210 1 14 1 38
956 2955 1 14 0 38
957 3230 1 14 0 39
958 3154 1 14 0 39
959 3438 0 15 0 40
960 4404 1 15 0 40
961 3615 1 15 0 39
962 4659 0 15 0 40
963 2841 1 15 1 40
964 4006 0 15 0 40
965 2869 1 15 0 39
966 470 1 15 0 22
967 3296 0 15 0 40
968 3728 1 15 0 40
969 3068 0 15 0 39
970 2585 0 15 0 38
971 3296 1 15 0 39
972 3438 0 15 0 40
973 3068 0 15 0 41
974 3438 1 15 0 39
975 3040 1 15 0 35
976 3523 0 15 0 39
977 2926 1 15 0 41
978 2301 1 15 0 37
979 3409 0 15 0 39
980 3324 1 15 0 40
981 3580 0 15 0 38
982 3722 1 15 0 42
983 2869 1 15 0 38
984 4119 0 15 0 42
985 3540 1 15 1 40
986 3352 0 16 0 39
987 4347 1 16 1 38
988 3097 0 16 0 38
989 4091 1 16 0 39
990 3381 1 16 0 40
991 2727 0 16 0 40
992 3864 0 16 0 40
993 2869 0 16 0 42
994 3523 1 16 0 37
995 2528 0 16 0 39
996 3324 1 16 0 38
997 2983 1 16 1 39
998 4148 0 16 0 42
999 2760 1 16 0 35
1000 4480 1 16 0 41
1001 3015 0 16 0 39
1002 2898 1 16 0 40
1003 3720 1 16 0 41
1004 4176 1 16 0 38
1005 3608 0 16 0 42
1006 2756 0 16 0 36
1007 2950 1 16 1 38
1008 3210 0 16 0 42
1009 2926 0 16 0 40
1010 3154 1 16 0 40
1011 3090 0 16 0 39
1012 3324 1 16 0 39
1013 2955 0 16 0 39
1014 4432 1 16 0 41
1015 3864 0 16 0 39
1016 3068 0 16 0 37
1017 3665 1 16 0 39
1018 3352 0 16 0 41
1019 2815 1 16 0 39
1020 3630 0 16 0 40
1021 3040 0 16 0 39
1022 3011 1 16 0 38
1023 3523 0 16 0 38
1024 3494 0 16 0 39
1025 3466 0 16 1 38
1026 3921 0 16 0 41
1027 3835 0 16 0 42
1028 3381 1 16 0 41
1029 3494 0 16 0 40
1030 4100 1 16 0 38
1031 3779 0 16 0 39
1032 3864 0 16 0 40
1033 3324 0 16 0 39
1034 2479 1 16 0 37
1035 3693 0 16 0 39
1036 4148 0 16 0 40
1037 3210 0 16 0 40
1038 3458 1 16 0 41
1039 4347 0 16 0 40
1040 3296 1 16 1 38
1041 2720 1 16 0 37
1042 3636 0 16 0 41
1043 3665 0 16 0 35
1044 3551 0 16 0 39
1045 4830 1 16 0 39
1046 3864 0 16 0 41
1047 3210 1 16 0 40
1048 3807 1 16 0 40
1049 4460 0 16 0 38
1050 3608 0 16 0 40
1051 3502 1 16 0 38
1052 3239 0 16 0 39
1053 3892 0 16 0 41
1054 2995 1 16 0 37
1055 3665 0 16 0 39
1056 3381 0 16 1 40
1057 3466 0 16 1 41
1058 3892 0 16 0 40
1059 3438 0 16 0 41
1060 2955 1 16 0 40
1061 3190 0 16 0 41
1062 3060 0 16 0 39
1063 2699 1 16 0 39
1064 4375 0 16 0 40
1065 3722 0 16 0 40
1066 3580 0 16 0 38
1067 3494 1 16 0 39
1068 3835 0 16 0 41
1069 3750 1 16 0 40
1070 3152 0 16 0 39
1071 3523 1 17 0 38
1072 3636 0 17 0 40
1073 3523 0 17 0 38
1074 2727 1 17 0 39
1075 3040 0 17 0 38
1076 3182 0 17 0 38
1077 3494 1 17 0 40
1078 2813 1 17 0 39
1079 2727 0 17 0 40
1080 3875 1 17 0 39
1081 3921 0 17 0 40
1082 2642 0 17 0 39
1083 2410 0 17 0 39
1084 997 1 17 0 31
1085 3409 0 17 0 38
1086 2557 1 17 0 39
1087 3523 0 17 0 41
1088 3921 0 17 0 41
1089 3486 0 17 0 42
1090 3739 0 17 0 39
1091 3864 0 17 0 38
1092 3267 0 17 0 39
1093 3523 0 17 0 39
1094 3011 0 17 0 37
1095 1875 1 17 0 33
1096 2330 0 17 0 36
1097 3351 0 17 0 41
1098 4006 0 17 0 40
1099 2671 0 17 0 38
1100 2784 0 17 0 40
1101 2700 1 17 0 38
1102 3324 0 17 0 38
1103 3660 0 17 0 41
1104 3125 0 17 0 40
1105 3466 1 17 0 40
1106 3197 0 17 0 37
1107 3296 0 17 0 39
1108 3415 1 17 0 38
1109 3320 1 17 0 40
1110 3315 1 17 0 40
1111 3068 0 17 0 40
1112 4318 0 17 0 40
1113 4034 0 17 0 40
1114 3608 0 17 0 40
1115 3352 0 17 0 40
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) black edu smoke gestate
-2836.067 -169.055 9.604 -175.130 156.538
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-1465.57 -288.24 1.43 291.91 1576.48
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -2836.067 215.491 -13.161 < 2e-16 ***
black -169.055 27.240 -6.206 7.66e-10 ***
edu 9.604 6.456 1.488 0.137
smoke -175.130 31.619 -5.539 3.80e-08 ***
gestate 156.538 5.012 31.232 < 2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 436.1 on 1110 degrees of freedom
Multiple R-squared: 0.5279, Adjusted R-squared: 0.5262
F-statistic: 310.3 on 4 and 1110 DF, p-value: < 2.2e-16
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 0.46077820 0.92155641 0.5392218
[2,] 0.49040756 0.98081511 0.5095924
[3,] 0.48359579 0.96719157 0.5164042
[4,] 0.56576655 0.86846690 0.4342334
[5,] 0.75391879 0.49216242 0.2460812
[6,] 0.67225526 0.65548948 0.3277447
[7,] 0.62616251 0.74767498 0.3738375
[8,] 0.65251115 0.69497771 0.3474889
[9,] 0.57599960 0.84800081 0.4240004
[10,] 0.50620598 0.98758803 0.4937940
[11,] 0.43057042 0.86114084 0.5694296
[12,] 0.35944024 0.71888047 0.6405598
[13,] 0.39252251 0.78504502 0.6074775
[14,] 0.39187315 0.78374630 0.6081269
[15,] 0.49548111 0.99096222 0.5045189
[16,] 0.50774361 0.98451277 0.4922564
[17,] 0.44022091 0.88044182 0.5597791
[18,] 0.40924578 0.81849157 0.5907542
[19,] 0.35065531 0.70131061 0.6493447
[20,] 0.30331841 0.60663682 0.6966816
[21,] 0.33356285 0.66712570 0.6664371
[22,] 0.29103586 0.58207171 0.7089641
[23,] 0.24470648 0.48941296 0.7552935
[24,] 0.23429374 0.46858749 0.7657063
[25,] 0.20062565 0.40125130 0.7993743
[26,] 0.16280473 0.32560945 0.8371953
[27,] 0.17268001 0.34536002 0.8273200
[28,] 0.24935135 0.49870270 0.7506486
[29,] 0.21176324 0.42352648 0.7882368
[30,] 0.17956501 0.35913003 0.8204350
[31,] 0.15148868 0.30297735 0.8485113
[32,] 0.15393389 0.30786778 0.8460661
[33,] 0.12553210 0.25106421 0.8744679
[34,] 0.17024610 0.34049220 0.8297539
[35,] 0.19964505 0.39929010 0.8003550
[36,] 0.23945183 0.47890366 0.7605482
[37,] 0.40699626 0.81399251 0.5930037
[38,] 0.42395159 0.84790317 0.5760484
[39,] 0.38421587 0.76843173 0.6157841
[40,] 0.37645578 0.75291156 0.6235442
[41,] 0.47150171 0.94300341 0.5284983
[42,] 0.61942496 0.76115008 0.3805750
[43,] 0.70919314 0.58161372 0.2908069
[44,] 0.67770116 0.64459768 0.3222988
[45,] 0.65844399 0.68311202 0.3415560
[46,] 0.68873261 0.62253478 0.3112674
[47,] 0.66922218 0.66155564 0.3307778
[48,] 0.63822019 0.72355962 0.3617798
[49,] 0.61255591 0.77488819 0.3874441
[50,] 0.57341458 0.85317084 0.4265854
[51,] 0.63531292 0.72937416 0.3646871
[52,] 0.60204411 0.79591178 0.3979559
[53,] 0.59172631 0.81654739 0.4082737
[54,] 0.55678431 0.88643139 0.4432157
[55,] 0.52534269 0.94931462 0.4746573
[56,] 0.79045437 0.41909126 0.2095456
[57,] 0.77386379 0.45227243 0.2261362
[58,] 0.77124471 0.45751058 0.2287553
[59,] 0.74355977 0.51288046 0.2564402
[60,] 0.71425046 0.57149907 0.2857495
[61,] 0.70216075 0.59567849 0.2978392
[62,] 0.67023897 0.65952205 0.3297610
[63,] 0.64314174 0.71371651 0.3568583
[64,] 0.60913698 0.78172603 0.3908630
[65,] 0.60508346 0.78983308 0.3949165
[66,] 0.58607315 0.82785370 0.4139269
[67,] 0.58980922 0.82038157 0.4101908
[68,] 0.56170854 0.87658292 0.4382915
[69,] 0.52748761 0.94502477 0.4725124
[70,] 0.49713800 0.99427601 0.5028620
[71,] 0.46720090 0.93440179 0.5327991
[72,] 0.48141036 0.96282073 0.5185896
[73,] 0.44752915 0.89505830 0.5524708
[74,] 0.42091709 0.84183418 0.5790829
[75,] 0.39940652 0.79881305 0.6005935
[76,] 0.37070344 0.74140688 0.6292966
[77,] 0.45785816 0.91571633 0.5421418
[78,] 0.44261699 0.88523399 0.5573830
[79,] 0.41323011 0.82646022 0.5867699
[80,] 0.43220819 0.86441637 0.5677918
[81,] 0.42386041 0.84772081 0.5761396
[82,] 0.42635981 0.85271962 0.5736402
[83,] 0.43369514 0.86739028 0.5663049
[84,] 0.40862399 0.81724797 0.5913760
[85,] 0.38952867 0.77905733 0.6104713
[86,] 0.36161644 0.72323288 0.6383836
[87,] 0.62065526 0.75868948 0.3793447
[88,] 0.59079024 0.81841952 0.4092098
[89,] 0.58902726 0.82194548 0.4109727
[90,] 0.56597610 0.86804779 0.4340239
[91,] 0.55843487 0.88313026 0.4415651
[92,] 0.52838161 0.94323677 0.4716184
[93,] 0.53437318 0.93125365 0.4656268
[94,] 0.55791796 0.88416409 0.4420820
[95,] 0.61875292 0.76249417 0.3812471
[96,] 0.59461115 0.81077771 0.4053889
[97,] 0.64589252 0.70821497 0.3541075
[98,] 0.65803888 0.68392223 0.3419611
[99,] 0.63245287 0.73509425 0.3675471
[100,] 0.61506014 0.76987973 0.3849399
[101,] 0.59767306 0.80465388 0.4023269
[102,] 0.58141991 0.83716017 0.4185801
[103,] 0.55422804 0.89154392 0.4457720
[104,] 0.52601129 0.94797742 0.4739887
[105,] 0.50119209 0.99761582 0.4988079
[106,] 0.47587036 0.95174072 0.5241296
[107,] 0.51682715 0.96634570 0.4831728
[108,] 0.50357899 0.99284203 0.4964210
[109,] 0.48927874 0.97855748 0.5107213
[110,] 0.47361301 0.94722602 0.5263870
[111,] 0.44574810 0.89149620 0.5542519
[112,] 0.66086645 0.67826711 0.3391336
[113,] 0.64268811 0.71462379 0.3573119
[114,] 0.62411162 0.75177677 0.3758884
[115,] 0.63477813 0.73044373 0.3652219
[116,] 0.64521882 0.70956236 0.3547812
[117,] 0.64806004 0.70387992 0.3519400
[118,] 0.64673879 0.70652242 0.3532612
[119,] 0.72054581 0.55890839 0.2794542
[120,] 0.71128145 0.57743711 0.2887186
[121,] 0.69325257 0.61349487 0.3067474
[122,] 0.69076194 0.61847612 0.3092381
[123,] 0.68504336 0.62991329 0.3149566
[124,] 0.69632943 0.60734115 0.3036706
[125,] 0.71001563 0.57996873 0.2899844
[126,] 0.72132114 0.55735773 0.2786789
[127,] 0.70038952 0.59922095 0.2996105
[128,] 0.67803920 0.64392159 0.3219608
[129,] 0.65431268 0.69137464 0.3456873
[130,] 0.63868153 0.72263693 0.3613185
[131,] 0.61680798 0.76638405 0.3831920
[132,] 0.59249490 0.81501020 0.4075051
[133,] 0.58250079 0.83499843 0.4174992
[134,] 0.55783519 0.88432961 0.4421648
[135,] 0.53653725 0.92692549 0.4634627
[136,] 0.52522190 0.94955620 0.4747781
[137,] 0.54240544 0.91518911 0.4575946
[138,] 0.51796826 0.96406347 0.4820317
[139,] 0.52576243 0.94847513 0.4742376
[140,] 0.52392343 0.95215314 0.4760766
[141,] 0.49887267 0.99774534 0.5011273
[142,] 0.47377457 0.94754914 0.5262254
[143,] 0.54428457 0.91143087 0.4557154
[144,] 0.51934005 0.96131989 0.4806599
[145,] 0.68462960 0.63074079 0.3153704
[146,] 0.66355106 0.67289789 0.3364489
[147,] 0.67176899 0.65646202 0.3282310
[148,] 0.65988551 0.68022899 0.3401145
[149,] 0.63934754 0.72130491 0.3606525
[150,] 0.62253165 0.75493669 0.3774683
[151,] 0.65480393 0.69039213 0.3451961
[152,] 0.63334986 0.73330029 0.3666501
[153,] 0.61013724 0.77972552 0.3898628
[154,] 0.61014408 0.77971184 0.3898559
[155,] 0.60588892 0.78822215 0.3941111
[156,] 0.60578021 0.78843959 0.3942198
[157,] 0.58403075 0.83193850 0.4159693
[158,] 0.56321230 0.87357541 0.4367877
[159,] 0.54910664 0.90178672 0.4508934
[160,] 0.52534684 0.94930632 0.4746532
[161,] 0.51390377 0.97219247 0.4860962
[162,] 0.51379550 0.97240901 0.4862045
[163,] 0.55300924 0.89398152 0.4469908
[164,] 0.54833911 0.90332179 0.4516609
[165,] 0.52669505 0.94660990 0.4733049
[166,] 0.56948347 0.86103305 0.4305165
[167,] 0.56384799 0.87230401 0.4361520
[168,] 0.59263506 0.81472988 0.4073649
[169,] 0.58553677 0.82892646 0.4144632
[170,] 0.56448916 0.87102167 0.4355108
[171,] 0.55414073 0.89171853 0.4458593
[172,] 0.53240911 0.93518179 0.4675909
[173,] 0.50999779 0.98000443 0.4900022
[174,] 0.52923708 0.94152584 0.4707629
[175,] 0.51008681 0.97982637 0.4899132
[176,] 0.49386739 0.98773478 0.5061326
[177,] 0.47439236 0.94878473 0.5256076
[178,] 0.48809153 0.97618307 0.5119085
[179,] 0.46639415 0.93278830 0.5336059
[180,] 0.46061695 0.92123389 0.5393831
[181,] 0.43956858 0.87913715 0.5604314
[182,] 0.44557622 0.89115244 0.5544238
[183,] 0.43282132 0.86564265 0.5671787
[184,] 0.41372980 0.82745959 0.5862702
[185,] 0.39168130 0.78336260 0.6083187
[186,] 0.39610476 0.79220951 0.6038952
[187,] 0.43429522 0.86859044 0.5657048
[188,] 0.43611634 0.87223269 0.5638837
[189,] 0.41402217 0.82804433 0.5859778
[190,] 0.44626976 0.89253953 0.5537302
[191,] 0.42596160 0.85192320 0.5740384
[192,] 0.42800129 0.85600258 0.5719987
[193,] 0.41298140 0.82596280 0.5870186
[194,] 0.39156562 0.78313124 0.6084344
[195,] 0.38243598 0.76487195 0.6175640
[196,] 0.38708091 0.77416182 0.6129191
[197,] 0.44688958 0.89377917 0.5531104
[198,] 0.50742540 0.98514920 0.4925746
[199,] 0.50496570 0.99006860 0.4950343
[200,] 0.50856598 0.98286804 0.4914340
[201,] 0.51444558 0.97110884 0.4855544
[202,] 0.49554543 0.99109085 0.5044546
[203,] 0.47709537 0.95419073 0.5229046
[204,] 0.45946623 0.91893246 0.5405338
[205,] 0.48630764 0.97261528 0.5136924
[206,] 0.46852780 0.93705559 0.5314722
[207,] 0.45812148 0.91624295 0.5418785
[208,] 0.54971021 0.90057959 0.4502898
[209,] 0.53140662 0.93718675 0.4685934
[210,] 0.59438847 0.81122306 0.4056115
[211,] 0.57391688 0.85216624 0.4260831
[212,] 0.56890786 0.86218428 0.4310921
[213,] 0.54806954 0.90386092 0.4519305
[214,] 0.52716621 0.94566757 0.4728338
[215,] 0.50596882 0.98806236 0.4940312
[216,] 0.59131078 0.81737844 0.4086892
[217,] 0.60725425 0.78549150 0.3927458
[218,] 0.58689932 0.82620137 0.4131007
[219,] 0.57274986 0.85450029 0.4272501
[220,] 0.55819812 0.88360376 0.4418019
[221,] 0.54093557 0.91812886 0.4590644
[222,] 0.52073337 0.95853326 0.4792666
[223,] 0.49980761 0.99961522 0.5001924
[224,] 0.53012360 0.93975280 0.4698764
[225,] 0.50925682 0.98148637 0.4907432
[226,] 0.50864089 0.98271823 0.4913591
[227,] 0.49541236 0.99082473 0.5045876
[228,] 0.47574922 0.95149844 0.5242508
[229,] 0.45664037 0.91328074 0.5433596
[230,] 0.45164767 0.90329533 0.5483523
[231,] 0.45911451 0.91822902 0.5408855
[232,] 0.43879559 0.87759118 0.5612044
[233,] 0.42100857 0.84201715 0.5789914
[234,] 0.50338135 0.99323730 0.4966186
[235,] 0.53637477 0.92725046 0.4636252
[236,] 0.52324610 0.95350781 0.4767539
[237,] 0.51160726 0.97678547 0.4883927
[238,] 0.50381045 0.99237910 0.4961895
[239,] 0.48445413 0.96890826 0.5155459
[240,] 0.46660179 0.93320357 0.5333982
[241,] 0.46097276 0.92194553 0.5390272
[242,] 0.44465249 0.88930498 0.5553475
[243,] 0.42500333 0.85000665 0.5749967
[244,] 0.40898494 0.81796988 0.5910151
[245,] 0.38929727 0.77859453 0.6107027
[246,] 0.36980909 0.73961818 0.6301909
[247,] 0.35505304 0.71010609 0.6449470
[248,] 0.35155826 0.70311653 0.6484417
[249,] 0.33290247 0.66580493 0.6670975
[250,] 0.31919314 0.63838628 0.6808069
[251,] 0.40544877 0.81089755 0.5945512
[252,] 0.40781028 0.81562056 0.5921897
[253,] 0.40321781 0.80643563 0.5967822
[254,] 0.38448129 0.76896258 0.6155187
[255,] 0.36642632 0.73285264 0.6335737
[256,] 0.34766048 0.69532096 0.6523395
[257,] 0.34414412 0.68828823 0.6558559
[258,] 0.33397917 0.66795835 0.6660208
[259,] 0.32414294 0.64828589 0.6758571
[260,] 0.30719904 0.61439807 0.6928010
[261,] 0.29002607 0.58005215 0.7099739
[262,] 0.29474800 0.58949599 0.7052520
[263,] 0.30009678 0.60019356 0.6999032
[264,] 0.28446275 0.56892549 0.7155373
[265,] 0.27350147 0.54700294 0.7264985
[266,] 0.30333594 0.60667188 0.6966641
[267,] 0.33918860 0.67837720 0.6608114
[268,] 0.35420556 0.70841113 0.6457944
[269,] 0.43170293 0.86340587 0.5682971
[270,] 0.41284662 0.82569325 0.5871534
[271,] 0.39527638 0.79055277 0.6047236
[272,] 0.38106806 0.76213611 0.6189319
[273,] 0.38531151 0.77062303 0.6146885
[274,] 0.36667659 0.73335317 0.6333234
[275,] 0.41105732 0.82211464 0.5889427
[276,] 0.40773577 0.81547154 0.5922642
[277,] 0.41731269 0.83462537 0.5826873
[278,] 0.40340610 0.80681221 0.5965939
[279,] 0.38456180 0.76912360 0.6154382
[280,] 0.37092218 0.74184436 0.6290778
[281,] 0.36960890 0.73921779 0.6303911
[282,] 0.35331593 0.70663187 0.6466841
[283,] 0.35470020 0.70940039 0.6452998
[284,] 0.33955325 0.67910650 0.6604467
[285,] 0.32614309 0.65228619 0.6738569
[286,] 0.30907420 0.61814840 0.6909258
[287,] 0.29510359 0.59020719 0.7048964
[288,] 0.28463488 0.56926975 0.7153651
[289,] 0.26872876 0.53745753 0.7312712
[290,] 0.27024091 0.54048182 0.7297591
[291,] 0.27977290 0.55954580 0.7202271
[292,] 0.26371464 0.52742929 0.7362854
[293,] 0.25477494 0.50954988 0.7452251
[294,] 0.23982636 0.47965273 0.7601736
[295,] 0.22556382 0.45112764 0.7744362
[296,] 0.21728788 0.43457577 0.7827121
[297,] 0.23881909 0.47763818 0.7611809
[298,] 0.22650091 0.45300182 0.7734991
[299,] 0.22505573 0.45011146 0.7749443
[300,] 0.21958380 0.43916760 0.7804162
[301,] 0.27510798 0.55021595 0.7248920
[302,] 0.27370148 0.54740297 0.7262985
[303,] 0.25812917 0.51625835 0.7418708
[304,] 0.25548571 0.51097142 0.7445143
[305,] 0.24786144 0.49572289 0.7521386
[306,] 0.24397168 0.48794336 0.7560283
[307,] 0.24082467 0.48164934 0.7591753
[308,] 0.23613806 0.47227611 0.7638619
[309,] 0.22292271 0.44584542 0.7770773
[310,] 0.21221623 0.42443246 0.7877838
[311,] 0.21517205 0.43034411 0.7848279
[312,] 0.20691324 0.41382649 0.7930868
[313,] 0.19602447 0.39204894 0.8039755
[314,] 0.18925045 0.37850089 0.8107496
[315,] 0.20394965 0.40789930 0.7960503
[316,] 0.19171022 0.38342045 0.8082898
[317,] 0.18176172 0.36352345 0.8182383
[318,] 0.17100067 0.34200134 0.8289993
[319,] 0.16408081 0.32816162 0.8359192
[320,] 0.15917609 0.31835218 0.8408239
[321,] 0.15171250 0.30342500 0.8482875
[322,] 0.14239428 0.28478856 0.8576057
[323,] 0.13299133 0.26598266 0.8670087
[324,] 0.12670944 0.25341887 0.8732906
[325,] 0.13409102 0.26818204 0.8659090
[326,] 0.13054300 0.26108600 0.8694570
[327,] 0.15698303 0.31396606 0.8430170
[328,] 0.17608523 0.35217047 0.8239148
[329,] 0.16775654 0.33551308 0.8322435
[330,] 0.15740113 0.31480225 0.8425989
[331,] 0.14650589 0.29301178 0.8534941
[332,] 0.15709767 0.31419535 0.8429023
[333,] 0.21654240 0.43308481 0.7834576
[334,] 0.26907671 0.53815343 0.7309233
[335,] 0.28091739 0.56183477 0.7190826
[336,] 0.26963882 0.53927764 0.7303612
[337,] 0.30128427 0.60256853 0.6987157
[338,] 0.28572713 0.57145425 0.7142729
[339,] 0.29162985 0.58325969 0.7083702
[340,] 0.31048664 0.62097328 0.6895134
[341,] 0.29780662 0.59561324 0.7021934
[342,] 0.29436687 0.58873373 0.7056331
[343,] 0.28742904 0.57485808 0.7125710
[344,] 0.28293877 0.56587754 0.7170612
[345,] 0.26806018 0.53612036 0.7319398
[346,] 0.25973597 0.51947195 0.7402640
[347,] 0.34897650 0.69795299 0.6510235
[348,] 0.36938066 0.73876132 0.6306193
[349,] 0.38311568 0.76623136 0.6168843
[350,] 0.36637070 0.73274139 0.6336293
[351,] 0.35028195 0.70056389 0.6497181
[352,] 0.33742862 0.67485724 0.6625714
[353,] 0.32181258 0.64362517 0.6781874
[354,] 0.32274776 0.64549551 0.6772522
[355,] 0.33391658 0.66783316 0.6660834
[356,] 0.32669657 0.65339314 0.6733034
[357,] 0.39851122 0.79702244 0.6014888
[358,] 0.39688621 0.79377243 0.6031138
[359,] 0.39432591 0.78865181 0.6056741
[360,] 0.39068756 0.78137513 0.6093124
[361,] 0.42542374 0.85084748 0.5745763
[362,] 0.43329656 0.86659313 0.5667034
[363,] 0.43119338 0.86238676 0.5688066
[364,] 0.41952582 0.83905164 0.5804742
[365,] 0.52288640 0.95422719 0.4771136
[366,] 0.51000487 0.97999025 0.4899951
[367,] 0.49411157 0.98822315 0.5058884
[368,] 0.52278481 0.95443038 0.4772152
[369,] 0.50710034 0.98579931 0.4928997
[370,] 0.49407423 0.98814846 0.5059258
[371,] 0.47638882 0.95277763 0.5236112
[372,] 0.45927401 0.91854802 0.5407260
[373,] 0.46386399 0.92772798 0.5361360
[374,] 0.44933279 0.89866559 0.5506672
[375,] 0.43403035 0.86806070 0.5659696
[376,] 0.41901434 0.83802867 0.5809857
[377,] 0.41069898 0.82139796 0.5893010
[378,] 0.40730847 0.81461695 0.5926915
[379,] 0.39009379 0.78018758 0.6099062
[380,] 0.37919648 0.75839296 0.6208035
[381,] 0.36784287 0.73568575 0.6321571
[382,] 0.35223548 0.70447095 0.6477645
[383,] 0.42003186 0.84006372 0.5799681
[384,] 0.41792268 0.83584536 0.5820773
[385,] 0.40800615 0.81601229 0.5919939
[386,] 0.40359916 0.80719831 0.5964008
[387,] 0.39638314 0.79276627 0.6036169
[388,] 0.49513389 0.99026779 0.5048661
[389,] 0.48624299 0.97248598 0.5137570
[390,] 0.46864931 0.93729862 0.5313507
[391,] 0.45323348 0.90646696 0.5467665
[392,] 0.45931050 0.91862101 0.5406895
[393,] 0.53522835 0.92954331 0.4647717
[394,] 0.51792239 0.96415522 0.4820776
[395,] 0.50134905 0.99730190 0.4986510
[396,] 0.49211987 0.98423974 0.5078801
[397,] 0.47551366 0.95102732 0.5244863
[398,] 0.50463510 0.99072980 0.4953649
[399,] 0.49651612 0.99303224 0.5034839
[400,] 0.48136476 0.96272952 0.5186352
[401,] 0.46449577 0.92899155 0.5355042
[402,] 0.45926394 0.91852788 0.5407361
[403,] 0.44401299 0.88802599 0.5559870
[404,] 0.43180885 0.86361770 0.5681911
[405,] 0.41977402 0.83954803 0.5802260
[406,] 0.45067946 0.90135891 0.5493205
[407,] 0.44769040 0.89538079 0.5523096
[408,] 0.48211556 0.96423111 0.5178844
[409,] 0.51754768 0.96490464 0.4824523
[410,] 0.50257239 0.99485522 0.4974276
[411,] 0.50319601 0.99360798 0.4968040
[412,] 0.52200965 0.95598069 0.4779903
[413,] 0.54339411 0.91321178 0.4566059
[414,] 0.53903858 0.92192284 0.4609614
[415,] 0.52486708 0.95026585 0.4751329
[416,] 0.51956507 0.96086987 0.4804349
[417,] 0.50298800 0.99402399 0.4970120
[418,] 0.48565179 0.97130359 0.5143482
[419,] 0.50115717 0.99768566 0.4988428
[420,] 0.48487081 0.96974161 0.5151292
[421,] 0.46763563 0.93527126 0.5323644
[422,] 0.45645265 0.91290529 0.5435474
[423,] 0.47586988 0.95173975 0.5241301
[424,] 0.46680818 0.93361636 0.5331918
[425,] 0.45031402 0.90062805 0.5496860
[426,] 0.43311238 0.86622476 0.5668876
[427,] 0.47847480 0.95694960 0.5215252
[428,] 0.47426923 0.94853845 0.5257308
[429,] 0.46848684 0.93697367 0.5315132
[430,] 0.49449863 0.98899727 0.5055014
[431,] 0.47906851 0.95813702 0.5209315
[432,] 0.48467307 0.96934613 0.5153269
[433,] 0.46864483 0.93728966 0.5313552
[434,] 0.46651382 0.93302764 0.5334862
[435,] 0.45077587 0.90155174 0.5492241
[436,] 0.47674321 0.95348643 0.5232568
[437,] 0.49403799 0.98807598 0.5059620
[438,] 0.50750199 0.98499601 0.4924980
[439,] 0.49245640 0.98491281 0.5075436
[440,] 0.48052375 0.96104749 0.5194763
[441,] 0.46982923 0.93965847 0.5301708
[442,] 0.46600521 0.93201041 0.5339948
[443,] 0.47681845 0.95363691 0.5231815
[444,] 0.46233304 0.92466608 0.5376670
[445,] 0.44559903 0.89119805 0.5544010
[446,] 0.42875147 0.85750293 0.5712485
[447,] 0.41791922 0.83583843 0.5820808
[448,] 0.41775874 0.83551747 0.5822413
[449,] 0.40913649 0.81827298 0.5908635
[450,] 0.41511192 0.83022385 0.5848881
[451,] 0.45988847 0.91977695 0.5401115
[452,] 0.44662263 0.89324525 0.5533774
[453,] 0.46173587 0.92347174 0.5382641
[454,] 0.49598593 0.99197186 0.5040141
[455,] 0.50272274 0.99455452 0.4972773
[456,] 0.51493423 0.97013154 0.4850658
[457,] 0.54373300 0.91253400 0.4562670
[458,] 0.52710632 0.94578737 0.4728937
[459,] 0.52352445 0.95295109 0.4764755
[460,] 0.51023210 0.97953580 0.4897679
[461,] 0.49355705 0.98711409 0.5064430
[462,] 0.53529663 0.92940675 0.4647034
[463,] 0.52108955 0.95782089 0.4789104
[464,] 0.50390770 0.99218460 0.4960923
[465,] 0.48788356 0.97576712 0.5121164
[466,] 0.53289167 0.93421666 0.4671083
[467,] 0.52229348 0.95541305 0.4777065
[468,] 0.51667006 0.96665988 0.4833299
[469,] 0.57280743 0.85438515 0.4271926
[470,] 0.56910578 0.86178845 0.4308942
[471,] 0.55724595 0.88550810 0.4427541
[472,] 0.56330625 0.87338750 0.4366937
[473,] 0.54887611 0.90224779 0.4511239
[474,] 0.59387129 0.81225742 0.4061287
[475,] 0.63429521 0.73140958 0.3657048
[476,] 0.64087715 0.71824570 0.3591228
[477,] 0.62784811 0.74430378 0.3721519
[478,] 0.61233363 0.77533273 0.3876664
[479,] 0.70138890 0.59722220 0.2986111
[480,] 0.69435802 0.61128397 0.3056420
[481,] 0.67980764 0.64038473 0.3201924
[482,] 0.70168305 0.59663389 0.2983169
[483,] 0.68666060 0.62667880 0.3133394
[484,] 0.67372805 0.65254389 0.3262719
[485,] 0.68615334 0.62769332 0.3138467
[486,] 0.67102758 0.65794483 0.3289724
[487,] 0.65643269 0.68713463 0.3435673
[488,] 0.64765172 0.70469657 0.3523483
[489,] 0.63644390 0.72711220 0.3635561
[490,] 0.62057246 0.75885508 0.3794275
[491,] 0.60698857 0.78602286 0.3930114
[492,] 0.62867013 0.74265974 0.3713299
[493,] 0.61475650 0.77048701 0.3852435
[494,] 0.60763657 0.78472686 0.3923634
[495,] 0.59176217 0.81647565 0.4082378
[496,] 0.57600066 0.84799867 0.4239993
[497,] 0.56052201 0.87895597 0.4394780
[498,] 0.56052268 0.87895463 0.4394773
[499,] 0.55044028 0.89911944 0.4495597
[500,] 0.53551119 0.92897762 0.4644888
[501,] 0.52857507 0.94284986 0.4714249
[502,] 0.51890182 0.96219635 0.4810982
[503,] 0.51362501 0.97274998 0.4863750
[504,] 0.49918179 0.99836357 0.5008182
[505,] 0.55523941 0.88952118 0.4447606
[506,] 0.54632338 0.90735324 0.4536766
[507,] 0.54186385 0.91627231 0.4581362
[508,] 0.53657137 0.92685727 0.4634286
[509,] 0.54648038 0.90703924 0.4535196
[510,] 0.53078098 0.93843803 0.4692190
[511,] 0.53025697 0.93948606 0.4697430
[512,] 0.51743289 0.96513422 0.4825671
[513,] 0.50332174 0.99335653 0.4966783
[514,] 0.48682133 0.97364266 0.5131787
[515,] 0.47201979 0.94403959 0.5279802
[516,] 0.45507901 0.91015801 0.5449210
[517,] 0.43895686 0.87791372 0.5610431
[518,] 0.42303022 0.84606044 0.5769698
[519,] 0.40684422 0.81368844 0.5931558
[520,] 0.39078141 0.78156282 0.6092186
[521,] 0.38110247 0.76220494 0.6188975
[522,] 0.37828815 0.75657631 0.6217118
[523,] 0.37267007 0.74534014 0.6273299
[524,] 0.36625350 0.73250699 0.6337465
[525,] 0.37373964 0.74747928 0.6262604
[526,] 0.38958841 0.77917682 0.6104116
[527,] 0.37493604 0.74987207 0.6250640
[528,] 0.36247160 0.72494319 0.6375284
[529,] 0.37322255 0.74644510 0.6267775
[530,] 0.38857133 0.77714266 0.6114287
[531,] 0.37294561 0.74589123 0.6270544
[532,] 0.35883045 0.71766091 0.6411695
[533,] 0.34372193 0.68744385 0.6562781
[534,] 0.41027865 0.82055730 0.5897213
[535,] 0.39485817 0.78971634 0.6051418
[536,] 0.37954314 0.75908628 0.6204569
[537,] 0.40818910 0.81637820 0.5918109
[538,] 0.40597182 0.81194363 0.5940282
[539,] 0.41391182 0.82782364 0.5860882
[540,] 0.40795933 0.81591866 0.5920407
[541,] 0.40416354 0.80832708 0.5958365
[542,] 0.39327517 0.78655034 0.6067248
[543,] 0.38139395 0.76278790 0.6186061
[544,] 0.37052900 0.74105800 0.6294710
[545,] 0.37183455 0.74366910 0.6281654
[546,] 0.37160641 0.74321281 0.6283936
[547,] 0.40880414 0.81760827 0.5911959
[548,] 0.40994514 0.81989029 0.5900549
[549,] 0.39915706 0.79831412 0.6008429
[550,] 0.41538602 0.83077204 0.5846140
[551,] 0.40214646 0.80429293 0.5978535
[552,] 0.41768077 0.83536154 0.5823192
[553,] 0.40135878 0.80271756 0.5986412
[554,] 0.39737422 0.79474843 0.6026258
[555,] 0.38580483 0.77160966 0.6141952
[556,] 0.39151572 0.78303144 0.6084843
[557,] 0.38031098 0.76062196 0.6196890
[558,] 0.36420833 0.72841666 0.6357917
[559,] 0.34836039 0.69672077 0.6516396
[560,] 0.35079472 0.70158945 0.6492053
[561,] 0.34299765 0.68599531 0.6570023
[562,] 0.38182308 0.76364616 0.6181769
[563,] 0.37226020 0.74452041 0.6277398
[564,] 0.36692835 0.73385671 0.6330716
[565,] 0.36553424 0.73106849 0.6344658
[566,] 0.35266756 0.70533512 0.6473324
[567,] 0.34466861 0.68933722 0.6553314
[568,] 0.33313356 0.66626711 0.6668664
[569,] 0.31800826 0.63601652 0.6819917
[570,] 0.33272836 0.66545672 0.6672716
[571,] 0.31779570 0.63559140 0.6822043
[572,] 0.32465258 0.64930516 0.6753474
[573,] 0.31598811 0.63197622 0.6840119
[574,] 0.31293412 0.62586825 0.6870659
[575,] 0.31104533 0.62209065 0.6889547
[576,] 0.29948301 0.59896602 0.7005170
[577,] 0.29193036 0.58386073 0.7080696
[578,] 0.28284694 0.56569389 0.7171531
[579,] 0.27320285 0.54640571 0.7267971
[580,] 0.26863370 0.53726739 0.7313663
[581,] 0.28641813 0.57283626 0.7135819
[582,] 0.28150810 0.56301620 0.7184919
[583,] 0.32595750 0.65191501 0.6740425
[584,] 0.31129801 0.62259601 0.6887020
[585,] 0.29987531 0.59975061 0.7001247
[586,] 0.28568354 0.57136709 0.7143165
[587,] 0.28815333 0.57630665 0.7118467
[588,] 0.34706511 0.69413022 0.6529349
[589,] 0.33563002 0.67126005 0.6643700
[590,] 0.34156323 0.68312645 0.6584368
[591,] 0.38975363 0.77950726 0.6102464
[592,] 0.39617801 0.79235602 0.6038220
[593,] 0.40219178 0.80438356 0.5978082
[594,] 0.40029970 0.80059941 0.5997003
[595,] 0.39849839 0.79699677 0.6015016
[596,] 0.40261094 0.80522188 0.5973891
[597,] 0.41383252 0.82766503 0.5861675
[598,] 0.39805555 0.79611110 0.6019444
[599,] 0.39829813 0.79659626 0.6017019
[600,] 0.38578237 0.77156473 0.6142176
[601,] 0.37635833 0.75271667 0.6236417
[602,] 0.36186533 0.72373065 0.6381347
[603,] 0.34937721 0.69875441 0.6506228
[604,] 0.35916246 0.71832492 0.6408375
[605,] 0.36152132 0.72304265 0.6384787
[606,] 0.36170000 0.72339999 0.6383000
[607,] 0.36435904 0.72871808 0.6356410
[608,] 0.34917924 0.69835849 0.6508208
[609,] 0.34157145 0.68314289 0.6584286
[610,] 0.33224189 0.66448378 0.6677581
[611,] 0.31802989 0.63605978 0.6819701
[612,] 0.30354578 0.60709157 0.6964542
[613,] 0.29848609 0.59697217 0.7015139
[614,] 0.29390745 0.58781489 0.7060926
[615,] 0.28457612 0.56915224 0.7154239
[616,] 0.28147555 0.56295110 0.7185245
[617,] 0.27180462 0.54360925 0.7281954
[618,] 0.25917200 0.51834401 0.7408280
[619,] 0.29415693 0.58831385 0.7058431
[620,] 0.28016983 0.56033966 0.7198302
[621,] 0.26646852 0.53293705 0.7335315
[622,] 0.27195175 0.54390351 0.7280482
[623,] 0.26628604 0.53257207 0.7337140
[624,] 0.25280567 0.50561134 0.7471943
[625,] 0.24380370 0.48760740 0.7561963
[626,] 0.23509071 0.47018141 0.7649093
[627,] 0.23543424 0.47086848 0.7645658
[628,] 0.22332095 0.44664191 0.7766790
[629,] 0.22060831 0.44121662 0.7793917
[630,] 0.22484426 0.44968851 0.7751557
[631,] 0.21587808 0.43175616 0.7841219
[632,] 0.20750683 0.41501366 0.7924932
[633,] 0.21214428 0.42428855 0.7878557
[634,] 0.20818181 0.41636361 0.7918182
[635,] 0.19625436 0.39250871 0.8037456
[636,] 0.19302914 0.38605828 0.8069709
[637,] 0.18416447 0.36832894 0.8158355
[638,] 0.18260501 0.36521003 0.8173950
[639,] 0.17281363 0.34562726 0.8271864
[640,] 0.16230852 0.32461704 0.8376915
[641,] 0.16036681 0.32073362 0.8396332
[642,] 0.15022577 0.30045154 0.8497742
[643,] 0.14561115 0.29122230 0.8543889
[644,] 0.14494402 0.28988803 0.8550560
[645,] 0.13662087 0.27324174 0.8633791
[646,] 0.13700160 0.27400321 0.8629984
[647,] 0.13568308 0.27136616 0.8643169
[648,] 0.13109575 0.26219149 0.8689043
[649,] 0.12666975 0.25333950 0.8733302
[650,] 0.14098773 0.28197546 0.8590123
[651,] 0.13756966 0.27513932 0.8624303
[652,] 0.13232203 0.26464405 0.8676780
[653,] 0.12349924 0.24699849 0.8765008
[654,] 0.11683194 0.23366388 0.8831681
[655,] 0.10866759 0.21733519 0.8913324
[656,] 0.10372349 0.20744698 0.8962765
[657,] 0.09810564 0.19621129 0.9018944
[658,] 0.09244475 0.18488950 0.9075553
[659,] 0.14156022 0.28312045 0.8584398
[660,] 0.13698357 0.27396714 0.8630164
[661,] 0.12929153 0.25858306 0.8707085
[662,] 0.12625366 0.25250733 0.8737463
[663,] 0.14041269 0.28082538 0.8595873
[664,] 0.13274833 0.26549667 0.8672517
[665,] 0.13015331 0.26030662 0.8698467
[666,] 0.12581174 0.25162348 0.8741883
[667,] 0.12199716 0.24399432 0.8780028
[668,] 0.12681458 0.25362916 0.8731854
[669,] 0.11803970 0.23607941 0.8819603
[670,] 0.11265746 0.22531492 0.8873425
[671,] 0.11882162 0.23764323 0.8811784
[672,] 0.11709830 0.23419659 0.8829017
[673,] 0.10989496 0.21978993 0.8901050
[674,] 0.10415717 0.20831435 0.8958428
[675,] 0.10206281 0.20412561 0.8979372
[676,] 0.10254305 0.20508609 0.8974570
[677,] 0.09993406 0.19986813 0.9000659
[678,] 0.09299675 0.18599349 0.9070033
[679,] 0.09821551 0.19643102 0.9017845
[680,] 0.09177820 0.18355640 0.9082218
[681,] 0.09149502 0.18299004 0.9085050
[682,] 0.08531817 0.17063633 0.9146818
[683,] 0.07906235 0.15812470 0.9209377
[684,] 0.07532386 0.15064771 0.9246761
[685,] 0.07006235 0.14012470 0.9299377
[686,] 0.06593596 0.13187192 0.9340640
[687,] 0.06054269 0.12108537 0.9394573
[688,] 0.06268767 0.12537534 0.9373123
[689,] 0.05770398 0.11540795 0.9422960
[690,] 0.05376180 0.10752360 0.9462382
[691,] 0.04933238 0.09866475 0.9506676
[692,] 0.04878605 0.09757209 0.9512140
[693,] 0.05040347 0.10080693 0.9495965
[694,] 0.05329192 0.10658384 0.9467081
[695,] 0.04905348 0.09810695 0.9509465
[696,] 0.05055752 0.10111504 0.9494425
[697,] 0.05113360 0.10226720 0.9488664
[698,] 0.04669847 0.09339694 0.9533015
[699,] 0.04257737 0.08515473 0.9574226
[700,] 0.07102248 0.14204497 0.9289775
[701,] 0.09021224 0.18042447 0.9097878
[702,] 0.10381358 0.20762717 0.8961864
[703,] 0.10709404 0.21418807 0.8929060
[704,] 0.11151817 0.22303634 0.8884818
[705,] 0.11476989 0.22953977 0.8852301
[706,] 0.10657958 0.21315916 0.8934204
[707,] 0.18116659 0.36233318 0.8188334
[708,] 0.16980479 0.33960959 0.8301952
[709,] 0.17803226 0.35606452 0.8219677
[710,] 0.18090557 0.36181113 0.8190944
[711,] 0.23726282 0.47452563 0.7627372
[712,] 0.23101451 0.46202902 0.7689855
[713,] 0.23710710 0.47421420 0.7628929
[714,] 0.22384481 0.44768962 0.7761552
[715,] 0.25122256 0.50244511 0.7487774
[716,] 0.23756215 0.47512431 0.7624378
[717,] 0.25072185 0.50144370 0.7492781
[718,] 0.23681468 0.47362937 0.7631853
[719,] 0.22334749 0.44669498 0.7766525
[720,] 0.22358723 0.44717445 0.7764128
[721,] 0.21462822 0.42925644 0.7853718
[722,] 0.20714574 0.41429147 0.7928543
[723,] 0.20018080 0.40036159 0.7998192
[724,] 0.18943195 0.37886391 0.8105680
[725,] 0.18641583 0.37283167 0.8135842
[726,] 0.17853755 0.35707510 0.8214625
[727,] 0.16978657 0.33957314 0.8302134
[728,] 0.16852685 0.33705369 0.8314732
[729,] 0.15874974 0.31749949 0.8412503
[730,] 0.15309055 0.30618110 0.8469094
[731,] 0.14951077 0.29902153 0.8504892
[732,] 0.14266249 0.28532498 0.8573375
[733,] 0.16410946 0.32821892 0.8358905
[734,] 0.16645546 0.33291092 0.8335445
[735,] 0.15794322 0.31588644 0.8420568
[736,] 0.16331861 0.32663722 0.8366814
[737,] 0.17754981 0.35509962 0.8224502
[738,] 0.18722440 0.37444879 0.8127756
[739,] 0.18765138 0.37530276 0.8123486
[740,] 0.17577566 0.35155131 0.8242243
[741,] 0.30811723 0.61623447 0.6918828
[742,] 0.35536903 0.71073806 0.6446310
[743,] 0.44496726 0.88993452 0.5550327
[744,] 0.43581009 0.87162018 0.5641899
[745,] 0.41806170 0.83612340 0.5819383
[746,] 0.41959751 0.83919503 0.5804025
[747,] 0.40216253 0.80432506 0.5978375
[748,] 0.41952403 0.83904806 0.5804760
[749,] 0.42987086 0.85974173 0.5701291
[750,] 0.41731027 0.83462053 0.5826897
[751,] 0.47336399 0.94672799 0.5266360
[752,] 0.47321185 0.94642370 0.5267881
[753,] 0.45544860 0.91089721 0.5445514
[754,] 0.46176423 0.92352846 0.5382358
[755,] 0.45732192 0.91464383 0.5426781
[756,] 0.47072483 0.94144966 0.5292752
[757,] 0.47730851 0.95461702 0.5226915
[758,] 0.45933732 0.91867465 0.5406627
[759,] 0.46353929 0.92707858 0.5364607
[760,] 0.45265213 0.90530427 0.5473479
[761,] 0.44421462 0.88842925 0.5557854
[762,] 0.42922742 0.85845483 0.5707726
[763,] 0.42576077 0.85152155 0.5742392
[764,] 0.40789269 0.81578537 0.5921073
[765,] 0.40097469 0.80194937 0.5990253
[766,] 0.38338639 0.76677278 0.6166136
[767,] 0.36763005 0.73526010 0.6323700
[768,] 0.35408974 0.70817947 0.6459103
[769,] 0.34983260 0.69966520 0.6501674
[770,] 0.34736065 0.69472130 0.6526394
[771,] 0.33647890 0.67295779 0.6635211
[772,] 0.32360268 0.64720536 0.6763973
[773,] 0.34397602 0.68795204 0.6560240
[774,] 0.34041174 0.68082348 0.6595883
[775,] 0.32432894 0.64865788 0.6756711
[776,] 0.31294563 0.62589126 0.6870544
[777,] 0.29679975 0.59359951 0.7032002
[778,] 0.29505443 0.59010886 0.7049456
[779,] 0.27970204 0.55940408 0.7202980
[780,] 0.28334508 0.56669016 0.7166549
[781,] 0.27745345 0.55490690 0.7225466
[782,] 0.26691201 0.53382403 0.7330880
[783,] 0.26115977 0.52231954 0.7388402
[784,] 0.24749914 0.49499828 0.7525009
[785,] 0.23408862 0.46817724 0.7659114
[786,] 0.22798720 0.45597440 0.7720128
[787,] 0.21840987 0.43681974 0.7815901
[788,] 0.20743580 0.41487160 0.7925642
[789,] 0.24720518 0.49441036 0.7527948
[790,] 0.23520703 0.47041406 0.7647930
[791,] 0.22173818 0.44347636 0.7782618
[792,] 0.23144494 0.46288989 0.7685551
[793,] 0.28958517 0.57917034 0.7104148
[794,] 0.29302255 0.58604510 0.7069774
[795,] 0.28783679 0.57567357 0.7121632
[796,] 0.27285354 0.54570709 0.7271465
[797,] 0.26338905 0.52677809 0.7366110
[798,] 0.28000496 0.56000992 0.7199950
[799,] 0.27028428 0.54056856 0.7297157
[800,] 0.25554089 0.51108179 0.7444591
[801,] 0.24373984 0.48747967 0.7562602
[802,] 0.26427730 0.52855460 0.7357227
[803,] 0.35154398 0.70308795 0.6484560
[804,] 0.34916096 0.69832191 0.6508390
[805,] 0.33728742 0.67457484 0.6627126
[806,] 0.32667621 0.65335243 0.6733238
[807,] 0.31323741 0.62647482 0.6867626
[808,] 0.30773913 0.61547826 0.6922609
[809,] 0.36174989 0.72349979 0.6382501
[810,] 0.34424047 0.68848093 0.6557595
[811,] 0.32694390 0.65388780 0.6730561
[812,] 0.31061408 0.62122815 0.6893859
[813,] 0.29510215 0.59020431 0.7048978
[814,] 0.28005053 0.56010105 0.7199495
[815,] 0.26454629 0.52909258 0.7354537
[816,] 0.26408873 0.52817746 0.7359113
[817,] 0.27996686 0.55993373 0.7200331
[818,] 0.26517237 0.53034474 0.7348276
[819,] 0.26055597 0.52111194 0.7394440
[820,] 0.24586711 0.49173422 0.7541329
[821,] 0.26369721 0.52739442 0.7363028
[822,] 0.27514326 0.55028652 0.7248567
[823,] 0.31683864 0.63367728 0.6831614
[824,] 0.29984639 0.59969278 0.7001536
[825,] 0.28328321 0.56656642 0.7167168
[826,] 0.26936238 0.53872477 0.7306376
[827,] 0.30193359 0.60386717 0.6980664
[828,] 0.29285530 0.58571059 0.7071447
[829,] 0.27821599 0.55643197 0.7217840
[830,] 0.26399431 0.52798862 0.7360057
[831,] 0.24922462 0.49844925 0.7507754
[832,] 0.23393480 0.46786960 0.7660652
[833,] 0.22119636 0.44239272 0.7788036
[834,] 0.21909138 0.43818276 0.7809086
[835,] 0.29316768 0.58633536 0.7068323
[836,] 0.27953290 0.55906581 0.7204671
[837,] 0.26664937 0.53329875 0.7333506
[838,] 0.25111031 0.50222061 0.7488897
[839,] 0.23837737 0.47675474 0.7616226
[840,] 0.22415431 0.44830863 0.7758457
[841,] 0.22188257 0.44376515 0.7781174
[842,] 0.21750708 0.43501416 0.7824929
[843,] 0.23216332 0.46432664 0.7678367
[844,] 0.23350811 0.46701621 0.7664919
[845,] 0.25900823 0.51801645 0.7409918
[846,] 0.25074049 0.50148098 0.7492595
[847,] 0.24895269 0.49790539 0.7510473
[848,] 0.23938016 0.47876032 0.7606198
[849,] 0.23512710 0.47025421 0.7648729
[850,] 0.24311456 0.48622912 0.7568854
[851,] 0.22809683 0.45619365 0.7719032
[852,] 0.21351142 0.42702284 0.7864886
[853,] 0.21191886 0.42383772 0.7880811
[854,] 0.20979080 0.41958161 0.7902092
[855,] 0.22828483 0.45656966 0.7717152
[856,] 0.21358730 0.42717460 0.7864127
[857,] 0.20080301 0.40160602 0.7991970
[858,] 0.21834595 0.43669189 0.7816541
[859,] 0.20379973 0.40759946 0.7962003
[860,] 0.19034476 0.38068953 0.8096552
[861,] 0.18390329 0.36780657 0.8160967
[862,] 0.18279782 0.36559563 0.8172022
[863,] 0.17049401 0.34098801 0.8295060
[864,] 0.15805244 0.31610489 0.8419476
[865,] 0.15891941 0.31783882 0.8410806
[866,] 0.14943638 0.29887275 0.8505636
[867,] 0.13850288 0.27700575 0.8614971
[868,] 0.12763924 0.25527848 0.8723608
[869,] 0.11749067 0.23498135 0.8825093
[870,] 0.10995171 0.21990342 0.8900483
[871,] 0.10057555 0.20115109 0.8994245
[872,] 0.09520788 0.19041577 0.9047921
[873,] 0.08911386 0.17822771 0.9108861
[874,] 0.08237017 0.16474033 0.9176298
[875,] 0.07954781 0.15909562 0.9204522
[876,] 0.07938242 0.15876483 0.9206176
[877,] 0.07651197 0.15302394 0.9234880
[878,] 0.07266329 0.14532657 0.9273367
[879,] 0.06633171 0.13266341 0.9336683
[880,] 0.06556117 0.13112233 0.9344388
[881,] 0.05999708 0.11999416 0.9400029
[882,] 0.05793567 0.11587133 0.9420643
[883,] 0.05881058 0.11762117 0.9411894
[884,] 0.06692937 0.13385873 0.9330706
[885,] 0.07321535 0.14643070 0.9267847
[886,] 0.06662063 0.13324125 0.9333794
[887,] 0.06065779 0.12131558 0.9393422
[888,] 0.05644532 0.11289065 0.9435547
[889,] 0.09416484 0.18832968 0.9058352
[890,] 0.08568004 0.17136008 0.9143200
[891,] 0.08194487 0.16388974 0.9180551
[892,] 0.07542162 0.15084324 0.9245784
[893,] 0.08184906 0.16369813 0.9181509
[894,] 0.07422471 0.14844943 0.9257753
[895,] 0.07707563 0.15415126 0.9229244
[896,] 0.07201813 0.14403625 0.9279819
[897,] 0.06704623 0.13409246 0.9329538
[898,] 0.06115053 0.12230106 0.9388495
[899,] 0.05585027 0.11170054 0.9441497
[900,] 0.05063055 0.10126109 0.9493695
[901,] 0.04559461 0.09118923 0.9544054
[902,] 0.04090034 0.08180068 0.9590997
[903,] 0.03638509 0.07277018 0.9636149
[904,] 0.04307139 0.08614278 0.9569286
[905,] 0.03864659 0.07729318 0.9613534
[906,] 0.04828818 0.09657635 0.9517118
[907,] 0.05184064 0.10368129 0.9481594
[908,] 0.04641856 0.09283712 0.9535814
[909,] 0.04145478 0.08290957 0.9585452
[910,] 0.03737491 0.07474982 0.9626251
[911,] 0.03324460 0.06648919 0.9667554
[912,] 0.03090543 0.06181086 0.9690946
[913,] 0.03003796 0.06007592 0.9699620
[914,] 0.04278138 0.08556275 0.9572186
[915,] 0.05645435 0.11290869 0.9435457
[916,] 0.05656848 0.11313696 0.9434315
[917,] 0.05103339 0.10206678 0.9489666
[918,] 0.05236874 0.10473749 0.9476313
[919,] 0.08323653 0.16647306 0.9167635
[920,] 0.08932366 0.17864731 0.9106763
[921,] 0.08128153 0.16256306 0.9187185
[922,] 0.07547438 0.15094876 0.9245256
[923,] 0.07326083 0.14652167 0.9267392
[924,] 0.06574109 0.13148218 0.9342589
[925,] 0.06374280 0.12748560 0.9362572
[926,] 0.06898282 0.13796565 0.9310172
[927,] 0.06290932 0.12581864 0.9370907
[928,] 0.05715427 0.11430854 0.9428457
[929,] 0.05217382 0.10434764 0.9478262
[930,] 0.05310953 0.10621907 0.9468905
[931,] 0.04744071 0.09488141 0.9525593
[932,] 0.04264262 0.08528525 0.9573574
[933,] 0.03948030 0.07896059 0.9605197
[934,] 0.04573834 0.09147669 0.9542617
[935,] 0.04113460 0.08226919 0.9588654
[936,] 0.05487517 0.10975034 0.9451248
[937,] 0.05348660 0.10697319 0.9465134
[938,] 0.04775637 0.09551274 0.9522436
[939,] 0.04386114 0.08772228 0.9561389
[940,] 0.04055041 0.08110082 0.9594496
[941,] 0.04235921 0.08471843 0.9576408
[942,] 0.03792481 0.07584963 0.9620752
[943,] 0.03443310 0.06886621 0.9655669
[944,] 0.03640345 0.07280691 0.9635965
[945,] 0.03945379 0.07890758 0.9605462
[946,] 0.03479421 0.06958842 0.9652058
[947,] 0.03397275 0.06794550 0.9660272
[948,] 0.03006634 0.06013267 0.9699337
[949,] 0.02757853 0.05515705 0.9724215
[950,] 0.02453053 0.04906107 0.9754695
[951,] 0.02236546 0.04473092 0.9776345
[952,] 0.01973757 0.03947514 0.9802624
[953,] 0.02951344 0.05902689 0.9704866
[954,] 0.02703432 0.05406864 0.9729657
[955,] 0.05076293 0.10152586 0.9492371
[956,] 0.05901282 0.11802564 0.9409872
[957,] 0.05892126 0.11784252 0.9410787
[958,] 0.05938831 0.11877662 0.9406117
[959,] 0.05412480 0.10824960 0.9458752
[960,] 0.04994515 0.09989031 0.9500548
[961,] 0.04540037 0.09080075 0.9545996
[962,] 0.04316909 0.08633818 0.9568309
[963,] 0.05220009 0.10440019 0.9477999
[964,] 0.04610145 0.09220291 0.9538985
[965,] 0.04115646 0.08231291 0.9588435
[966,] 0.04990278 0.09980556 0.9500972
[967,] 0.04389671 0.08779342 0.9561033
[968,] 0.04007990 0.08015981 0.9599201
[969,] 0.03494885 0.06989770 0.9650511
[970,] 0.04599514 0.09199028 0.9540049
[971,] 0.06353366 0.12706733 0.9364663
[972,] 0.05668170 0.11336339 0.9433183
[973,] 0.05316001 0.10632002 0.9468400
[974,] 0.04751083 0.09502165 0.9524892
[975,] 0.04311686 0.08623372 0.9568831
[976,] 0.04477377 0.08954754 0.9552262
[977,] 0.03920920 0.07841841 0.9607908
[978,] 0.03516829 0.07033659 0.9648317
[979,] 0.03054930 0.06109860 0.9694507
[980,] 0.07041763 0.14083526 0.9295824
[981,] 0.06350044 0.12700089 0.9364996
[982,] 0.07753342 0.15506684 0.9224666
[983,] 0.06909220 0.13818440 0.9309078
[984,] 0.09743993 0.19487986 0.9025601
[985,] 0.08980339 0.17960679 0.9101966
[986,] 0.15011013 0.30022027 0.8498899
[987,] 0.15203738 0.30407476 0.8479626
[988,] 0.21509600 0.43019199 0.7849040
[989,] 0.19692820 0.39385640 0.8030718
[990,] 0.18317817 0.36635633 0.8168218
[991,] 0.16876091 0.33752181 0.8312391
[992,] 0.15197116 0.30394231 0.8480288
[993,] 0.19342327 0.38684654 0.8065767
[994,] 0.19515671 0.39031342 0.8048433
[995,] 0.21270387 0.42540773 0.7872961
[996,] 0.19305169 0.38610338 0.8069483
[997,] 0.27717698 0.55435396 0.7228230
[998,] 0.26779096 0.53558193 0.7322090
[999,] 0.25260722 0.50521443 0.7473928
[1000,] 0.23182276 0.46364552 0.7681772
[1001,] 0.27654928 0.55309857 0.7234507
[1002,] 0.32304321 0.64608642 0.6769568
[1003,] 0.31505890 0.63011780 0.6849411
[1004,] 0.31408063 0.62816127 0.6859194
[1005,] 0.28869552 0.57739103 0.7113045
[1006,] 0.30733769 0.61467539 0.6926623
[1007,] 0.36017621 0.72035242 0.6398238
[1008,] 0.34777736 0.69555472 0.6522226
[1009,] 0.32387679 0.64775358 0.6761232
[1010,] 0.31152272 0.62304545 0.6884773
[1011,] 0.31902749 0.63805498 0.6809725
[1012,] 0.33198339 0.66396679 0.6680166
[1013,] 0.30553457 0.61106913 0.6944654
[1014,] 0.31620093 0.63240185 0.6837991
[1015,] 0.29493025 0.58986051 0.7050697
[1016,] 0.27039825 0.54079651 0.7296017
[1017,] 0.24601415 0.49202831 0.7539858
[1018,] 0.22969956 0.45939911 0.7703004
[1019,] 0.20682544 0.41365087 0.7931746
[1020,] 0.18965950 0.37931901 0.8103405
[1021,] 0.17995664 0.35991328 0.8200434
[1022,] 0.16580464 0.33160929 0.8341954
[1023,] 0.23012967 0.46025934 0.7698703
[1024,] 0.21170818 0.42341635 0.7882918
[1025,] 0.19115100 0.38230201 0.8088490
[1026,] 0.17568814 0.35137628 0.8243119
[1027,] 0.18917262 0.37834523 0.8108274
[1028,] 0.16911493 0.33822986 0.8308851
[1029,] 0.16646352 0.33292705 0.8335365
[1030,] 0.17384529 0.34769058 0.8261547
[1031,] 0.16010884 0.32021768 0.8398912
[1032,] 0.17818671 0.35637343 0.8218133
[1033,] 0.17125004 0.34250008 0.8287500
[1034,] 0.16257989 0.32515979 0.8374201
[1035,] 0.14947897 0.29895795 0.8505210
[1036,] 0.19523384 0.39046767 0.8047662
[1037,] 0.17199333 0.34398666 0.8280067
[1038,] 0.48309709 0.96619418 0.5169029
[1039,] 0.44704102 0.89408205 0.5529590
[1040,] 0.42606357 0.85212714 0.5739364
[1041,] 0.40863913 0.81727826 0.5913609
[1042,] 0.64276416 0.71447169 0.3572358
[1043,] 0.60681187 0.78637626 0.3931881
[1044,] 0.61092869 0.77814263 0.3890713
[1045,] 0.57988622 0.84022757 0.4201138
[1046,] 0.54324490 0.91351020 0.4567551
[1047,] 0.51051100 0.97897800 0.4894890
[1048,] 0.48657451 0.97314902 0.5134255
[1049,] 0.44867424 0.89734849 0.5513258
[1050,] 0.40989345 0.81978689 0.5901066
[1051,] 0.39246471 0.78492941 0.6075353
[1052,] 0.37507583 0.75015166 0.6249242
[1053,] 0.37987171 0.75974343 0.6201283
[1054,] 0.43114348 0.86228696 0.5688565
[1055,] 0.43320404 0.86640807 0.5667960
[1056,] 0.50170272 0.99659456 0.4982973
[1057,] 0.53977980 0.92044040 0.4602202
[1058,] 0.49686580 0.99373161 0.5031342
[1059,] 0.47304693 0.94609386 0.5269531
[1060,] 0.43668224 0.87336448 0.5633178
[1061,] 0.39354997 0.78709995 0.6064500
[1062,] 0.38057018 0.76114035 0.6194298
[1063,] 0.33920254 0.67840508 0.6607975
[1064,] 0.37724976 0.75449951 0.6227502
[1065,] 0.33826903 0.67653806 0.6617310
[1066,] 0.33866021 0.67732041 0.6613398
[1067,] 0.32859478 0.65718956 0.6714052
[1068,] 0.28720291 0.57440582 0.7127971
[1069,] 0.25064061 0.50128121 0.7493594
[1070,] 0.21785232 0.43570464 0.7821477
[1071,] 0.20008047 0.40016094 0.7999195
[1072,] 0.27316569 0.54633138 0.7268343
[1073,] 0.36192163 0.72384325 0.6380784
[1074,] 0.35688749 0.71377499 0.6431125
[1075,] 0.41771663 0.83543326 0.5822834
[1076,] 0.60665639 0.78668722 0.3933436
[1077,] 0.64286245 0.71427511 0.3571376
[1078,] 0.60373654 0.79252692 0.3962635
[1079,] 0.64600407 0.70799187 0.3539959
[1080,] 0.59912480 0.80175040 0.4008752
[1081,] 0.55360349 0.89279301 0.4463965
[1082,] 0.55014941 0.89970117 0.4498506
[1083,] 0.53814587 0.92370826 0.4618541
[1084,] 0.66927232 0.66145535 0.3307277
[1085,] 0.60510014 0.78979972 0.3948999
[1086,] 0.55644480 0.88711041 0.4435552
[1087,] 0.49369259 0.98738518 0.5063074
[1088,] 0.42343953 0.84687906 0.5765605
[1089,] 0.41784896 0.83569791 0.5821510
[1090,] 0.37759110 0.75518219 0.6224089
[1091,] 0.40316012 0.80632025 0.5968399
[1092,] 0.43619551 0.87239103 0.5638045
[1093,] 0.60940745 0.78118509 0.3905925
[1094,] 0.62157114 0.75685771 0.3784289
[1095,] 0.52071939 0.95856122 0.4792806
[1096,] 0.41343290 0.82686579 0.5865671
[1097,] 0.41691530 0.83383060 0.5830847
[1098,] 0.30108239 0.60216479 0.6989176
[1099,] 0.20290719 0.40581439 0.7970928
[1100,] 0.14837573 0.29675147 0.8516243
> postscript(file="/var/www/rcomp/tmp/1jyou1323863503.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/2m95r1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/3cp7m1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/4p9x91323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/5vedn1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> qqnorm(mysum$resid, main='Residual Normal Q-Q Plot')
> qqline(mysum$resid)
> grid()
> dev.off()
null device
1
> (myerror <- as.ts(mysum$resid))
Time Series:
Start = 1
End = 1115
Frequency = 1
1 2 3 4 5 6
-352.313152 104.270413 845.423604 240.091343 391.423604 -198.335156
7 8 9 10 11 12
355.985321 -383.156845 48.048659 247.048659 -234.202801 -989.202801
13 14 15 16 17 18
-151.223481 7.721669 379.444258 196.776519 139.982023 197.314285
19 20 21 22 23 24
-50.353862 -461.685715 463.314285 -606.299011 493.314285 -79.622378
25 26 27 28 29 30
-349.752351 -174.214585 -297.622378 492.172119 -112.290524 49.323180
31 32 33 34 35 36
-374.365647 -297.622378 -79.752351 267.117268 -908.420497 -175.290116
37 38 39 40 41 42
-283.084612 95.247649 130.322772 -185.344967 -884.420497 -692.697908
43 44 45 46 47 48
-700.827881 697.247241 319.579503 27.172119 -556.882732 -899.827881
49 50 51 52 53 54
801.192799 756.785415 -266.290116 341.990918 601.192799 259.117268
55 56 57 58 59 60
201.785415 -283.084612 16.785415 849.730564 -42.697908 242.171710
61 62 63 64 65 66
-59.344967 -78.807201 -1313.677228 -440.970048 270.029952 -279.302309
67 68 69 70 71 72
-140.487133 146.697691 -137.226779 -234.743864 5.924283 -367.336072
73 74 75 76 77 78
162.180605 361.180605 -254.487133 -142.432282 42.567718 -278.357160
79 80 81 82 83 84
399.235456 -54.356752 -109.667925 -332.894517 85.643248 768.512867
85 86 87 88 89 90
346.924283 -170.356752 545.848752 -439.894517 561.331667 418.105075
91 92 93 94 95 96
85.567718 -372.432282 142.718779 1327.105075 62.642840 298.029952
97 98 99 100 101 102
199.235456 -277.281629 63.718371 419.105483 -595.487133 697.567718
103 104 105 106 107 108
-199.356752 -837.970048 500.643248 -139.356752 257.512867 -299.356752
109 110 111 112 113 114
-249.743456 -134.356752 49.235456 -150.894925 -145.281221 582.029952
115 116 117 118 119 120
-411.915605 213.029952 260.697691 -46.487133 1494.407606 213.105483
121 122 123 124 125 126
-168.411602 591.588398 630.848752 473.235456 -263.613483 -779.743456
127 128 129 130 131 132
342.512867 -240.894517 427.512867 -296.743456 -575.894517 -521.281221
133 134 135 136 137 138
-648.970048 28.567718 -162.432282 -85.432282 318.642840 120.643248
139 140 141 142 143 144
20.105483 -292.689013 -152.432282 -169.487133 292.697691 540.643248
145 146 147 148 149 150
71.975102 -630.507813 398.643248 28.643248 73.050632 885.773221
151 152 153 154 155 156
-81.377840 -1230.764544 -182.432282 591.588398 -352.302309 -126.818986
157 158 159 160 161 162
-312.432282 -604.819395 -108.226779 20.105075 -76.773595 432.642840
163 164 165 166 167 168
-449.226779 143.512867 99.105483 -321.764544 77.180605 264.105483
169 170 171 172 173 174
-233.583499 681.038848 336.093290 -175.906710 709.631055 292.479994
175 176 177 178 179 180
-556.348265 -349.091534 -165.498918 -335.423387 -71.016003 110.244351
181 182 183 184 185 186
-629.906710 151.038848 -315.574448 195.244351 -490.734561 -74.217883
187 188 189 190 191 192
350.631055 -59.886030 -442.886030 222.963317 161.908466 -28.961152
193 194 195 196 197 198
-447.680118 -758.961152 387.963317 19.908466 717.521762 -93.016003
199 200 201 202 203 204
421.038848 -308.574448 -86.906710 308.168821 462.576613 -925.112214
205 206 207 208 209 210
800.501082 389.038848 -463.091534 -536.906710 -200.498918 -212.498918
211 212 213 214 215 216
131.963317 -723.574448 -258.574448 -384.444475 971.038848 -112.478238
217 218 219 220 221 222
851.038848 -104.368945 365.168821 -109.574448 -45.112214 -52.574448
223 224 225 226 227 228
-1032.036683 593.038439 -60.831179 244.576613 -235.091534 -251.574448
229 230 231 232 233 234
-108.961152 -39.036683 691.706586 -47.444475 451.038439 247.038848
235 236 237 238 239 240
109.168821 58.470943 345.501082 -507.423387 -6.036683 103.963317
241 242 243 244 245 246
-988.629299 701.908466 -296.906710 -274.293414 380.576205 -118.037091
247 248 249 250 251 252
251.933178 389.114378 -192.423387 124.857647 -173.961561 9.631055
253 254 255 256 257 258
-19.368945 -230.368945 376.038848 42.706586 146.425552 -1002.885622
259 260 261 262 263 264
-512.036683 -388.831179 18.963317 -140.498918 -38.498918 -413.961152
265 266 267 268 269 270
309.038439 269.631055 104.908466 -60.831179 420.017759 -534.498918
271 272 273 274 275 276
-180.036683 222.093290 707.576613 -805.036683 527.963317 942.501082
277 278 279 280 281 282
95.395413 -140.368945 -187.755649 -541.574448 -33.831179 -860.574448
283 284 285 286 287 288
-372.961561 494.501082 242.434039 18.304065 168.358916 400.026655
289 290 291 292 293 294
108.896681 435.434447 107.821151 -226.973345 23.896681 -141.028196
295 296 297 298 299 300
-318.178849 38.228535 479.841831 -587.641084 10.304065 236.358916
301 302 303 304 305 306
-85.103319 100.434039 236.358916 -677.027788 -160.490023 -454.641084
307 308 309 310 311 312
-330.490023 948.304065 436.304065 21.434447 350.358916 -268.565961
313 314 315 316 317 318
-411.641084 422.841831 -330.695935 -161.641084 218.244195 433.358916
319 320 321 322 323 324
-255.103727 199.896273 323.304065 639.358508 128.358508 76.168665
325 326 327 328 329 330
181.304065 265.434447 293.358916 -288.178849 -189.641084 -156.511111
331 332 333 334 335 336
299.434039 607.304065 408.379596 -678.801604 750.841831 -188.695935
337 338 339 340 341 342
127.564420 43.715481 -631.641084 -1078.178849 -893.565961 607.304065
343 344 345 346 347 348
-188.695935 806.379596 -46.771465 -458.158169 -672.641084 -225.103319
349 350 351 352 353 354
-329.620404 341.896273 -401.641084 -29.716615 301.047743 1096.564420
355 356 357 358 359 360
-609.565961 607.304065 -46.695935 103.102185 -232.103319 58.358916
361 362 363 364 365 366
-429.952257 -553.641492 -301.695935 1034.379596 400.434447 -303.187900
367 368 369 370 371 372
-358.695935 763.047743 -486.158169 -386.695935 -153.057927 -1107.028196
373 374 375 376 377 378
-261.641084 -59.339370 676.896681 -185.511111 222.972212 -38.178849
379 380 381 382 383 384
71.564420 448.821151 -188.771465 139.896681 -189.641084 -301.695935
385 386 387 388 389 390
-416.641084 -33.103319 -274.565553 261.304065 73.488889 -990.103319
391 392 393 394 395 396
442.585100 -318.178849 394.841831 -330.490023 1134.304065 293.434447
397 398 399 400 401 402
16.564420 166.766300 -530.641084 -983.695935 -46.695935 66.358916
403 404 405 406 407 408
-300.490023 29.283385 -749.716615 -316.233700 166.766300 43.488889
409 410 411 412 413 414
-391.641084 -173.435580 198.358916 179.283385 -709.028196 -333.187900
415 416 417 418 419 420
-772.103319 -801.254380 166.766300 -479.716615 -569.931577 619.896681
421 422 423 424 425 426
-368.028196 180.509977 -388.641084 -98.565961 6.564420 -615.565553
427 428 429 430 431 432
124.379596 53.841831 236.564420 635.304065 294.228535 -101.641084
433 434 435 436 437 438
-17.695935 -833.771465 392.379596 -384.716615 707.917361 142.896273
439 440 441 442 443 444
-496.565961 95.434447 -399.028196 -126.284519 692.304065 632.379596
445 446 447 448 449 450
548.358916 -160.771465 208.358916 236.358916 -396.897815 -552.565961
451 452 453 454 455 456
165.972212 34.896681 -40.103319 -275.103319 -430.233700 273.358916
457 458 459 460 461 462
507.766300 -783.469343 224.992892 -615.641084 -742.158169 -515.233700
463 464 465 466 467 468
-572.233700 721.379596 81.841831 366.564420 209.304065 -74.695935
469 470 471 472 473 474
-808.565961 181.304065 10.304065 -118.103319 -825.952257 238.358916
475 476 477 478 479 480
335.896681 -905.565961 -387.490023 238.304065 -525.511111 151.434447
481 482 483 484 485 486
834.304065 788.358916 -530.641084 -188.695935 -93.435580 -1144.716615
487 488 489 490 491 492
-325.103319 -14.511111 -670.620404 10.304065 127.488889 -595.103319
493 494 495 496 497 498
9.434447 91.434447 264.358916 -241.641084 25.992892 148.358916
499 500 501 502 503 504
664.304065 151.434447 -330.771465 66.434447 57.026655 85.026655
505 506 507 508 509 510
-441.641084 280.841831 152.304065 306.821151 264.358916 323.745620
511 512 513 514 515 516
151.564420 -902.027788 -299.973345 380.379596 365.841831 550.304065
517 518 519 520 521 522
-104.641084 -431.178849 184.488889 -175.103319 -74.771465 157.434039
523 524 525 526 527 528
10.304065 95.304065 101.509569 -42.435580 57.972212 -274.641084
529 530 531 532 533 534
384.896681 356.509569 -335.103319 -525.103319 -607.233700 -131.695935
535 536 537 538 539 540
214.791012 549.358916 -600.695935 28.358916 -132.641084 95.304065
541 542 543 544 545 546
975.358916 93.564420 -48.716615 -713.158169 408.304065 536.917361
547 548 549 550 551 552
338.358916 -366.877135 -245.490023 -199.725665 -244.695935 451.434447
553 554 555 556 557 558
421.821151 791.841831 439.488889 -246.641084 617.379596 169.951124
559 560 561 562 563 564
-600.158169 -46.695935 379.228535 238.304065 504.896681 243.434447
565 566 567 568 569 570
-4.233700 -8.952257 -461.565553 -301.620404 807.766300 279.766300
571 572 573 574 575 576
-346.178849 -410.360050 186.896681 -301.695935 223.841831 39.379596
577 578 579 580 581 582
610.841831 28.026655 524.304065 287.434447 -386.695935 414.253246
583 584 585 586 587 588
-202.158169 -296.414900 266.304065 246.564420 356.434039 -644.641084
589 590 591 592 593 594
-354.565961 -856.725665 -34.178849 -202.952257 -74.695935 -467.620404
595 596 597 598 599 600
961.766300 223.841831 -501.565553 -869.695935 512.379596 513.253246
601 602 603 604 605 606
408.304065 414.896681 -486.158169 568.358916 -9.499074 436.304065
607 608 609 610 611 612
214.715481 284.102185 136.896681 -203.233700 550.304065 471.434447
613 614 615 616 617 618
439.639950 -472.695935 -48.716615 311.951124 -254.716615 123.434447
619 620 621 622 623 624
84.896681 -345.027788 -352.027788 -268.565961 -386.695935 253.358916
625 626 627 628 629 630
133.488889 806.304065 -88.158169 -61.103319 521.821151 324.455127
631 632 633 634 635 636
67.304065 -245.490023 -259.233700 436.304065 -103.435580 -381.360050
637 638 639 640 641 642
-497.284519 -228.952257 242.434039 520.358916 -345.103319 42.564420
643 644 645 646 647 648
364.304065 -195.103319 394.841831 -159.695935 64.896681 -374.178849
649 650 651 652 653 654
-46.695935 326.488889 -427.393812 163.488889 436.304065 412.564420
655 656 657 658 659 660
295.379596 321.358916 705.896681 -351.982396 297.488889 -28.178849
661 662 663 664 665 666
-195.565553 -46.695935 276.434447 209.304065 -217.771465 1150.026655
667 668 669 670 671 672
324.896681 184.488889 364.896681 693.661039 -203.233700 380.283385
673 674 675 676 677 678
292.379596 335.896681 522.304065 -5.103319 268.358916 -595.565961
679 680 681 682 683 684
396.951124 166.821151 -223.178849 351.304065 -468.641492 -345.511111
685 686 687 688 689 690
116.434447 577.358916 -168.952666 408.228535 151.358916 40.455127
691 692 693 694 695 696
-301.695935 124.304065 -249.028196 -18.641084 498.434039 -90.103319
697 698 699 700 701 702
-189.641084 -102.695935 380.304065 512.896681 -588.620404 127.488889
703 704 705 706 707 708
-502.641084 468.564420 -18.565553 9.358916 1145.358916 834.304065
709 710 711 712 713 714
692.304065 -557.695935 -555.876727 515.026655 -46.695935 -1283.103319
715 716 717 718 719 720
28.026655 -609.565961 492.358916 1023.875593 279.766300 479.841831
721 722 723 724 725 726
-42.641492 740.177716 -32.158169 -615.565553 -37.284519 24.896681
727 728 729 730 731 732
-441.178849 228.102185 -284.103319 291.434447 -198.103727 -415.771465
733 734 735 736 737 738
-246.716615 214.896681 365.841831 148.358916 283.488889 -410.565961
739 740 741 742 743 744
-288.309230 -799.233700 437.379596 -204.178849 -530.641084 -663.048876
745 746 747 748 749 750
583.488889 -497.242751 9.358916 -1465.565961 -853.565553 -1051.254380
751 752 753 754 755 756
321.434447 1.434447 -472.695935 64.896681 -596.973345 522.379596
757 758 759 760 761 762
-259.158169 896.972212 449.896681 24.841831 -529.695935 401.821151
763 764 765 766 767 768
-586.771465 483.971804 66.358916 -514.082639 -265.027788 349.283385
769 770 771 772 773 774
153.379596 389.639950 -17.620404 356.896681 -32.973345 123.228535
775 776 777 778 779 780
170.896273 -360.641084 -429.158169 -232.178849 233.358916 663.434447
781 782 783 784 785 786
383.564420 67.304065 -232.103319 -46.414492 -492.037247 25.992892
787 788 789 790 791 792
-524.490431 -360.263431 264.896681 -331.565553 -104.641084 -103.565553
793 794 795 796 797 798
-303.641084 -271.469343 -211.565961 876.972212 173.304065 -80.103319
799 800 801 802 803 804
-557.490023 981.434447 -519.801604 351.228535 119.896681 -285.650135
805 806 807 808 809 810
-642.695935 -273.771465 114.509977 -173.178849 -666.565961 -1039.973345
811 812 813 814 815 816
-396.300335 256.775195 298.367811 -180.511267 -326.707719 -832.632597
817 818 819 820 821 822
85.830046 -4.707719 128.754515 -98.838101 156.830046 -56.300335
823 824 825 826 827 828
-397.169954 -534.170362 -71.783250 398.699665 45.422254 -597.245485
829 830 831 832 833 834
611.367811 858.754515 12.216750 71.292281 -36.115512 781.367811
835 836 837 838 839 840
326.292281 -124.707719 -76.124563 141.754515 43.161899 -24.115512
841 842 843 844 845 846
-276.039981 -1021.018893 -24.039981 232.161899 112.754515 226.754515
847 848 849 850 851 852
141.830046 -365.481128 -339.224805 -568.245485 -399.707719 765.678985
853 854 855 856 857 858
-249.707719 -239.577746 313.699665 -180.577746 595.754515 -41.838101
859 860 861 862 863 864
112.754515 -357.783250 -341.245485 697.237430 113.830046 -85.245485
865 866 867 868 869 870
709.754515 72.161899 165.584944 368.754515 -371.245485 -57.245485
871 872 873 874 875 876
14.367811 511.830046 254.754515 -57.245485 99.292281 -38.849886
877 878 879 880 881 882
-207.904736 34.708560 -268.442502 -222.442502 217.150114 388.150114
883 884 885 886 887 888
469.150114 361.095264 -291.753675 -105.849886 444.150114 -140.849886
889 890 891 892 893 894
-349.904736 501.150114 673.019733 617.170794 132.225645 -127.387651
895 896 897 898 899 900
-236.849886 -1075.387651 -51.442502 333.170794 -178.904736 -591.442502
901 902 903 904 905 906
-53.753675 -477.774355 275.095264 396.280088 -96.632345 28.280088
907 908 909 910 911 912
80.280088 133.095264 119.095264 59.150114 742.687880 -80.312120
913 914 915 916 917 918
799.687880 -543.925416 108.829890 -32.774355 -150.904736 -38.849886
919 920 921 922 923 924
449.280088 -195.719912 -833.849886 844.095264 -394.312120 284.280088
925 926 927 928 929 930
503.095264 1014.095264 615.150114 251.225237 -209.925416 -337.387651
931 932 933 934 935 936
18.150114 -336.236590 -347.644382 -193.442502 233.763410 -3.774763
937 938 939 940 941 942
-407.849886 194.149706 -66.849886 -263.904736 -647.291440 351.763002
943 944 945 946 947 948
-775.904736 606.763002 161.095264 -193.366971 332.095264 -393.312120
949 950 951 952 953 954
-9.774355 -74.698824 -365.849886 659.633029 147.633029 547.225645
955 956 957 958 959 960
307.355618 -122.774355 -4.312120 -80.312120 -131.509137 1003.545714
961 962 963 964 965 966
371.083479 1089.490863 -384.324313 436.490863 -374.916521 -112.774511
967 968 969 970 971 972
-273.509137 327.545714 -344.971372 -671.433606 52.083479 -131.509137
973 974 975 976 977 978
-658.046902 194.083479 422.234540 110.028628 -630.992052 -629.840990
979 980 981 982 983 984
-3.971372 -76.454286 323.566394 8.470183 -218.378756 236.415332
985 986 987 988 989 990
314.675687 -70.575773 1425.146817 -169.038007 837.479078 -29.058687
991 992 993 994 995 996
-852.113538 284.886462 -1023.189068 582.554609 -894.575773 227.016843
997 998 999 1000 1001 1002
-95.390949 255.810932 132.630139 913.403548 -407.575773 -512.058687
1003 1004 1005 1006 1007 1008
153.403548 1079.016843 -284.189068 -196.962477 28.146817 -682.189068
1009 1010 1011 1012 1013 1014
-653.113538 -256.058687 -332.575773 70.479078 -467.575773 865.403548
1015 1016 1017 1018 1019 1020
441.424227 -41.500242 411.479078 -383.651303 -438.520922 50.886462
1021 1022 1023 1024 1025 1026
-382.575773 -85.983157 256.961993 71.424227 375.091966 185.348697
1027 1028 1029 1030 1031 1032
-57.189068 -185.596452 -85.113538 1003.016843 356.424227 284.886462
1033 1034 1035 1036 1037 1038
-98.575773 -461.445391 270.424227 568.886462 -369.113538 -108.596452
1039 1040 1041 1042 1043 1044
767.886462 374.146817 -220.445391 -99.651303 868.575289 128.424227
1045 1046 1047 1048 1049 1050
1576.479078 128.348697 -200.058687 396.941313 1193.961993 28.886462
1051 1052 1053 1054 1055 1056
405.016843 -183.575773 156.348697 54.554609 242.424227 -22.983565
1057 1058 1059 1060 1061 1062
-94.521330 312.886462 -297.651303 -455.058687 -545.651303 -362.575773
1063 1064 1065 1066 1067 1068
-554.520922 795.886462 142.886462 313.961993 240.479078 99.348697
1069 1070 1071 1072 1073 1074
339.941313 -270.575773 416.412443 47.282061 247.357592 -536.125323
1075 1076 1077 1078 1079 1080
-235.642408 -93.642408 74.336912 -450.125323 -861.717939 611.874677
1081 1082 1083 1084 1085 1086
332.282061 -790.180173 -1022.180173 -1013.823200 133.357592 -706.125323
1087 1088 1089 1090 1091 1092
-222.255704 175.744296 -415.793469 306.819827 588.357592 -165.180173
1093 1094 1095 1096 1097 1098
90.819827 -108.104643 -448.898731 -632.566877 -394.255704 417.282061
1099 1100 1101 1102 1103 1104
-604.642408 -804.717939 -406.587557 48.357592 -85.255704 -463.717939
1105 1106 1107 1108 1109 1110
46.336912 77.895357 -136.180173 308.412443 -99.663088 -104.663088
1111 1112 1113 1114 1115
-520.717939 729.282061 445.282061 19.282061 -236.717939
> postscript(file="/var/www/rcomp/tmp/6wjjz1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> dum <- cbind(lag(myerror,k=1),myerror)
> dum
Time Series:
Start = 0
End = 1115
Frequency = 1
lag(myerror, k = 1) myerror
0 -352.313152 NA
1 104.270413 -352.313152
2 845.423604 104.270413
3 240.091343 845.423604
4 391.423604 240.091343
5 -198.335156 391.423604
6 355.985321 -198.335156
7 -383.156845 355.985321
8 48.048659 -383.156845
9 247.048659 48.048659
10 -234.202801 247.048659
11 -989.202801 -234.202801
12 -151.223481 -989.202801
13 7.721669 -151.223481
14 379.444258 7.721669
15 196.776519 379.444258
16 139.982023 196.776519
17 197.314285 139.982023
18 -50.353862 197.314285
19 -461.685715 -50.353862
20 463.314285 -461.685715
21 -606.299011 463.314285
22 493.314285 -606.299011
23 -79.622378 493.314285
24 -349.752351 -79.622378
25 -174.214585 -349.752351
26 -297.622378 -174.214585
27 492.172119 -297.622378
28 -112.290524 492.172119
29 49.323180 -112.290524
30 -374.365647 49.323180
31 -297.622378 -374.365647
32 -79.752351 -297.622378
33 267.117268 -79.752351
34 -908.420497 267.117268
35 -175.290116 -908.420497
36 -283.084612 -175.290116
37 95.247649 -283.084612
38 130.322772 95.247649
39 -185.344967 130.322772
40 -884.420497 -185.344967
41 -692.697908 -884.420497
42 -700.827881 -692.697908
43 697.247241 -700.827881
44 319.579503 697.247241
45 27.172119 319.579503
46 -556.882732 27.172119
47 -899.827881 -556.882732
48 801.192799 -899.827881
49 756.785415 801.192799
50 -266.290116 756.785415
51 341.990918 -266.290116
52 601.192799 341.990918
53 259.117268 601.192799
54 201.785415 259.117268
55 -283.084612 201.785415
56 16.785415 -283.084612
57 849.730564 16.785415
58 -42.697908 849.730564
59 242.171710 -42.697908
60 -59.344967 242.171710
61 -78.807201 -59.344967
62 -1313.677228 -78.807201
63 -440.970048 -1313.677228
64 270.029952 -440.970048
65 -279.302309 270.029952
66 -140.487133 -279.302309
67 146.697691 -140.487133
68 -137.226779 146.697691
69 -234.743864 -137.226779
70 5.924283 -234.743864
71 -367.336072 5.924283
72 162.180605 -367.336072
73 361.180605 162.180605
74 -254.487133 361.180605
75 -142.432282 -254.487133
76 42.567718 -142.432282
77 -278.357160 42.567718
78 399.235456 -278.357160
79 -54.356752 399.235456
80 -109.667925 -54.356752
81 -332.894517 -109.667925
82 85.643248 -332.894517
83 768.512867 85.643248
84 346.924283 768.512867
85 -170.356752 346.924283
86 545.848752 -170.356752
87 -439.894517 545.848752
88 561.331667 -439.894517
89 418.105075 561.331667
90 85.567718 418.105075
91 -372.432282 85.567718
92 142.718779 -372.432282
93 1327.105075 142.718779
94 62.642840 1327.105075
95 298.029952 62.642840
96 199.235456 298.029952
97 -277.281629 199.235456
98 63.718371 -277.281629
99 419.105483 63.718371
100 -595.487133 419.105483
101 697.567718 -595.487133
102 -199.356752 697.567718
103 -837.970048 -199.356752
104 500.643248 -837.970048
105 -139.356752 500.643248
106 257.512867 -139.356752
107 -299.356752 257.512867
108 -249.743456 -299.356752
109 -134.356752 -249.743456
110 49.235456 -134.356752
111 -150.894925 49.235456
112 -145.281221 -150.894925
113 582.029952 -145.281221
114 -411.915605 582.029952
115 213.029952 -411.915605
116 260.697691 213.029952
117 -46.487133 260.697691
118 1494.407606 -46.487133
119 213.105483 1494.407606
120 -168.411602 213.105483
121 591.588398 -168.411602
122 630.848752 591.588398
123 473.235456 630.848752
124 -263.613483 473.235456
125 -779.743456 -263.613483
126 342.512867 -779.743456
127 -240.894517 342.512867
128 427.512867 -240.894517
129 -296.743456 427.512867
130 -575.894517 -296.743456
131 -521.281221 -575.894517
132 -648.970048 -521.281221
133 28.567718 -648.970048
134 -162.432282 28.567718
135 -85.432282 -162.432282
136 318.642840 -85.432282
137 120.643248 318.642840
138 20.105483 120.643248
139 -292.689013 20.105483
140 -152.432282 -292.689013
141 -169.487133 -152.432282
142 292.697691 -169.487133
143 540.643248 292.697691
144 71.975102 540.643248
145 -630.507813 71.975102
146 398.643248 -630.507813
147 28.643248 398.643248
148 73.050632 28.643248
149 885.773221 73.050632
150 -81.377840 885.773221
151 -1230.764544 -81.377840
152 -182.432282 -1230.764544
153 591.588398 -182.432282
154 -352.302309 591.588398
155 -126.818986 -352.302309
156 -312.432282 -126.818986
157 -604.819395 -312.432282
158 -108.226779 -604.819395
159 20.105075 -108.226779
160 -76.773595 20.105075
161 432.642840 -76.773595
162 -449.226779 432.642840
163 143.512867 -449.226779
164 99.105483 143.512867
165 -321.764544 99.105483
166 77.180605 -321.764544
167 264.105483 77.180605
168 -233.583499 264.105483
169 681.038848 -233.583499
170 336.093290 681.038848
171 -175.906710 336.093290
172 709.631055 -175.906710
173 292.479994 709.631055
174 -556.348265 292.479994
175 -349.091534 -556.348265
176 -165.498918 -349.091534
177 -335.423387 -165.498918
178 -71.016003 -335.423387
179 110.244351 -71.016003
180 -629.906710 110.244351
181 151.038848 -629.906710
182 -315.574448 151.038848
183 195.244351 -315.574448
184 -490.734561 195.244351
185 -74.217883 -490.734561
186 350.631055 -74.217883
187 -59.886030 350.631055
188 -442.886030 -59.886030
189 222.963317 -442.886030
190 161.908466 222.963317
191 -28.961152 161.908466
192 -447.680118 -28.961152
193 -758.961152 -447.680118
194 387.963317 -758.961152
195 19.908466 387.963317
196 717.521762 19.908466
197 -93.016003 717.521762
198 421.038848 -93.016003
199 -308.574448 421.038848
200 -86.906710 -308.574448
201 308.168821 -86.906710
202 462.576613 308.168821
203 -925.112214 462.576613
204 800.501082 -925.112214
205 389.038848 800.501082
206 -463.091534 389.038848
207 -536.906710 -463.091534
208 -200.498918 -536.906710
209 -212.498918 -200.498918
210 131.963317 -212.498918
211 -723.574448 131.963317
212 -258.574448 -723.574448
213 -384.444475 -258.574448
214 971.038848 -384.444475
215 -112.478238 971.038848
216 851.038848 -112.478238
217 -104.368945 851.038848
218 365.168821 -104.368945
219 -109.574448 365.168821
220 -45.112214 -109.574448
221 -52.574448 -45.112214
222 -1032.036683 -52.574448
223 593.038439 -1032.036683
224 -60.831179 593.038439
225 244.576613 -60.831179
226 -235.091534 244.576613
227 -251.574448 -235.091534
228 -108.961152 -251.574448
229 -39.036683 -108.961152
230 691.706586 -39.036683
231 -47.444475 691.706586
232 451.038439 -47.444475
233 247.038848 451.038439
234 109.168821 247.038848
235 58.470943 109.168821
236 345.501082 58.470943
237 -507.423387 345.501082
238 -6.036683 -507.423387
239 103.963317 -6.036683
240 -988.629299 103.963317
241 701.908466 -988.629299
242 -296.906710 701.908466
243 -274.293414 -296.906710
244 380.576205 -274.293414
245 -118.037091 380.576205
246 251.933178 -118.037091
247 389.114378 251.933178
248 -192.423387 389.114378
249 124.857647 -192.423387
250 -173.961561 124.857647
251 9.631055 -173.961561
252 -19.368945 9.631055
253 -230.368945 -19.368945
254 376.038848 -230.368945
255 42.706586 376.038848
256 146.425552 42.706586
257 -1002.885622 146.425552
258 -512.036683 -1002.885622
259 -388.831179 -512.036683
260 18.963317 -388.831179
261 -140.498918 18.963317
262 -38.498918 -140.498918
263 -413.961152 -38.498918
264 309.038439 -413.961152
265 269.631055 309.038439
266 104.908466 269.631055
267 -60.831179 104.908466
268 420.017759 -60.831179
269 -534.498918 420.017759
270 -180.036683 -534.498918
271 222.093290 -180.036683
272 707.576613 222.093290
273 -805.036683 707.576613
274 527.963317 -805.036683
275 942.501082 527.963317
276 95.395413 942.501082
277 -140.368945 95.395413
278 -187.755649 -140.368945
279 -541.574448 -187.755649
280 -33.831179 -541.574448
281 -860.574448 -33.831179
282 -372.961561 -860.574448
283 494.501082 -372.961561
284 242.434039 494.501082
285 18.304065 242.434039
286 168.358916 18.304065
287 400.026655 168.358916
288 108.896681 400.026655
289 435.434447 108.896681
290 107.821151 435.434447
291 -226.973345 107.821151
292 23.896681 -226.973345
293 -141.028196 23.896681
294 -318.178849 -141.028196
295 38.228535 -318.178849
296 479.841831 38.228535
297 -587.641084 479.841831
298 10.304065 -587.641084
299 236.358916 10.304065
300 -85.103319 236.358916
301 100.434039 -85.103319
302 236.358916 100.434039
303 -677.027788 236.358916
304 -160.490023 -677.027788
305 -454.641084 -160.490023
306 -330.490023 -454.641084
307 948.304065 -330.490023
308 436.304065 948.304065
309 21.434447 436.304065
310 350.358916 21.434447
311 -268.565961 350.358916
312 -411.641084 -268.565961
313 422.841831 -411.641084
314 -330.695935 422.841831
315 -161.641084 -330.695935
316 218.244195 -161.641084
317 433.358916 218.244195
318 -255.103727 433.358916
319 199.896273 -255.103727
320 323.304065 199.896273
321 639.358508 323.304065
322 128.358508 639.358508
323 76.168665 128.358508
324 181.304065 76.168665
325 265.434447 181.304065
326 293.358916 265.434447
327 -288.178849 293.358916
328 -189.641084 -288.178849
329 -156.511111 -189.641084
330 299.434039 -156.511111
331 607.304065 299.434039
332 408.379596 607.304065
333 -678.801604 408.379596
334 750.841831 -678.801604
335 -188.695935 750.841831
336 127.564420 -188.695935
337 43.715481 127.564420
338 -631.641084 43.715481
339 -1078.178849 -631.641084
340 -893.565961 -1078.178849
341 607.304065 -893.565961
342 -188.695935 607.304065
343 806.379596 -188.695935
344 -46.771465 806.379596
345 -458.158169 -46.771465
346 -672.641084 -458.158169
347 -225.103319 -672.641084
348 -329.620404 -225.103319
349 341.896273 -329.620404
350 -401.641084 341.896273
351 -29.716615 -401.641084
352 301.047743 -29.716615
353 1096.564420 301.047743
354 -609.565961 1096.564420
355 607.304065 -609.565961
356 -46.695935 607.304065
357 103.102185 -46.695935
358 -232.103319 103.102185
359 58.358916 -232.103319
360 -429.952257 58.358916
361 -553.641492 -429.952257
362 -301.695935 -553.641492
363 1034.379596 -301.695935
364 400.434447 1034.379596
365 -303.187900 400.434447
366 -358.695935 -303.187900
367 763.047743 -358.695935
368 -486.158169 763.047743
369 -386.695935 -486.158169
370 -153.057927 -386.695935
371 -1107.028196 -153.057927
372 -261.641084 -1107.028196
373 -59.339370 -261.641084
374 676.896681 -59.339370
375 -185.511111 676.896681
376 222.972212 -185.511111
377 -38.178849 222.972212
378 71.564420 -38.178849
379 448.821151 71.564420
380 -188.771465 448.821151
381 139.896681 -188.771465
382 -189.641084 139.896681
383 -301.695935 -189.641084
384 -416.641084 -301.695935
385 -33.103319 -416.641084
386 -274.565553 -33.103319
387 261.304065 -274.565553
388 73.488889 261.304065
389 -990.103319 73.488889
390 442.585100 -990.103319
391 -318.178849 442.585100
392 394.841831 -318.178849
393 -330.490023 394.841831
394 1134.304065 -330.490023
395 293.434447 1134.304065
396 16.564420 293.434447
397 166.766300 16.564420
398 -530.641084 166.766300
399 -983.695935 -530.641084
400 -46.695935 -983.695935
401 66.358916 -46.695935
402 -300.490023 66.358916
403 29.283385 -300.490023
404 -749.716615 29.283385
405 -316.233700 -749.716615
406 166.766300 -316.233700
407 43.488889 166.766300
408 -391.641084 43.488889
409 -173.435580 -391.641084
410 198.358916 -173.435580
411 179.283385 198.358916
412 -709.028196 179.283385
413 -333.187900 -709.028196
414 -772.103319 -333.187900
415 -801.254380 -772.103319
416 166.766300 -801.254380
417 -479.716615 166.766300
418 -569.931577 -479.716615
419 619.896681 -569.931577
420 -368.028196 619.896681
421 180.509977 -368.028196
422 -388.641084 180.509977
423 -98.565961 -388.641084
424 6.564420 -98.565961
425 -615.565553 6.564420
426 124.379596 -615.565553
427 53.841831 124.379596
428 236.564420 53.841831
429 635.304065 236.564420
430 294.228535 635.304065
431 -101.641084 294.228535
432 -17.695935 -101.641084
433 -833.771465 -17.695935
434 392.379596 -833.771465
435 -384.716615 392.379596
436 707.917361 -384.716615
437 142.896273 707.917361
438 -496.565961 142.896273
439 95.434447 -496.565961
440 -399.028196 95.434447
441 -126.284519 -399.028196
442 692.304065 -126.284519
443 632.379596 692.304065
444 548.358916 632.379596
445 -160.771465 548.358916
446 208.358916 -160.771465
447 236.358916 208.358916
448 -396.897815 236.358916
449 -552.565961 -396.897815
450 165.972212 -552.565961
451 34.896681 165.972212
452 -40.103319 34.896681
453 -275.103319 -40.103319
454 -430.233700 -275.103319
455 273.358916 -430.233700
456 507.766300 273.358916
457 -783.469343 507.766300
458 224.992892 -783.469343
459 -615.641084 224.992892
460 -742.158169 -615.641084
461 -515.233700 -742.158169
462 -572.233700 -515.233700
463 721.379596 -572.233700
464 81.841831 721.379596
465 366.564420 81.841831
466 209.304065 366.564420
467 -74.695935 209.304065
468 -808.565961 -74.695935
469 181.304065 -808.565961
470 10.304065 181.304065
471 -118.103319 10.304065
472 -825.952257 -118.103319
473 238.358916 -825.952257
474 335.896681 238.358916
475 -905.565961 335.896681
476 -387.490023 -905.565961
477 238.304065 -387.490023
478 -525.511111 238.304065
479 151.434447 -525.511111
480 834.304065 151.434447
481 788.358916 834.304065
482 -530.641084 788.358916
483 -188.695935 -530.641084
484 -93.435580 -188.695935
485 -1144.716615 -93.435580
486 -325.103319 -1144.716615
487 -14.511111 -325.103319
488 -670.620404 -14.511111
489 10.304065 -670.620404
490 127.488889 10.304065
491 -595.103319 127.488889
492 9.434447 -595.103319
493 91.434447 9.434447
494 264.358916 91.434447
495 -241.641084 264.358916
496 25.992892 -241.641084
497 148.358916 25.992892
498 664.304065 148.358916
499 151.434447 664.304065
500 -330.771465 151.434447
501 66.434447 -330.771465
502 57.026655 66.434447
503 85.026655 57.026655
504 -441.641084 85.026655
505 280.841831 -441.641084
506 152.304065 280.841831
507 306.821151 152.304065
508 264.358916 306.821151
509 323.745620 264.358916
510 151.564420 323.745620
511 -902.027788 151.564420
512 -299.973345 -902.027788
513 380.379596 -299.973345
514 365.841831 380.379596
515 550.304065 365.841831
516 -104.641084 550.304065
517 -431.178849 -104.641084
518 184.488889 -431.178849
519 -175.103319 184.488889
520 -74.771465 -175.103319
521 157.434039 -74.771465
522 10.304065 157.434039
523 95.304065 10.304065
524 101.509569 95.304065
525 -42.435580 101.509569
526 57.972212 -42.435580
527 -274.641084 57.972212
528 384.896681 -274.641084
529 356.509569 384.896681
530 -335.103319 356.509569
531 -525.103319 -335.103319
532 -607.233700 -525.103319
533 -131.695935 -607.233700
534 214.791012 -131.695935
535 549.358916 214.791012
536 -600.695935 549.358916
537 28.358916 -600.695935
538 -132.641084 28.358916
539 95.304065 -132.641084
540 975.358916 95.304065
541 93.564420 975.358916
542 -48.716615 93.564420
543 -713.158169 -48.716615
544 408.304065 -713.158169
545 536.917361 408.304065
546 338.358916 536.917361
547 -366.877135 338.358916
548 -245.490023 -366.877135
549 -199.725665 -245.490023
550 -244.695935 -199.725665
551 451.434447 -244.695935
552 421.821151 451.434447
553 791.841831 421.821151
554 439.488889 791.841831
555 -246.641084 439.488889
556 617.379596 -246.641084
557 169.951124 617.379596
558 -600.158169 169.951124
559 -46.695935 -600.158169
560 379.228535 -46.695935
561 238.304065 379.228535
562 504.896681 238.304065
563 243.434447 504.896681
564 -4.233700 243.434447
565 -8.952257 -4.233700
566 -461.565553 -8.952257
567 -301.620404 -461.565553
568 807.766300 -301.620404
569 279.766300 807.766300
570 -346.178849 279.766300
571 -410.360050 -346.178849
572 186.896681 -410.360050
573 -301.695935 186.896681
574 223.841831 -301.695935
575 39.379596 223.841831
576 610.841831 39.379596
577 28.026655 610.841831
578 524.304065 28.026655
579 287.434447 524.304065
580 -386.695935 287.434447
581 414.253246 -386.695935
582 -202.158169 414.253246
583 -296.414900 -202.158169
584 266.304065 -296.414900
585 246.564420 266.304065
586 356.434039 246.564420
587 -644.641084 356.434039
588 -354.565961 -644.641084
589 -856.725665 -354.565961
590 -34.178849 -856.725665
591 -202.952257 -34.178849
592 -74.695935 -202.952257
593 -467.620404 -74.695935
594 961.766300 -467.620404
595 223.841831 961.766300
596 -501.565553 223.841831
597 -869.695935 -501.565553
598 512.379596 -869.695935
599 513.253246 512.379596
600 408.304065 513.253246
601 414.896681 408.304065
602 -486.158169 414.896681
603 568.358916 -486.158169
604 -9.499074 568.358916
605 436.304065 -9.499074
606 214.715481 436.304065
607 284.102185 214.715481
608 136.896681 284.102185
609 -203.233700 136.896681
610 550.304065 -203.233700
611 471.434447 550.304065
612 439.639950 471.434447
613 -472.695935 439.639950
614 -48.716615 -472.695935
615 311.951124 -48.716615
616 -254.716615 311.951124
617 123.434447 -254.716615
618 84.896681 123.434447
619 -345.027788 84.896681
620 -352.027788 -345.027788
621 -268.565961 -352.027788
622 -386.695935 -268.565961
623 253.358916 -386.695935
624 133.488889 253.358916
625 806.304065 133.488889
626 -88.158169 806.304065
627 -61.103319 -88.158169
628 521.821151 -61.103319
629 324.455127 521.821151
630 67.304065 324.455127
631 -245.490023 67.304065
632 -259.233700 -245.490023
633 436.304065 -259.233700
634 -103.435580 436.304065
635 -381.360050 -103.435580
636 -497.284519 -381.360050
637 -228.952257 -497.284519
638 242.434039 -228.952257
639 520.358916 242.434039
640 -345.103319 520.358916
641 42.564420 -345.103319
642 364.304065 42.564420
643 -195.103319 364.304065
644 394.841831 -195.103319
645 -159.695935 394.841831
646 64.896681 -159.695935
647 -374.178849 64.896681
648 -46.695935 -374.178849
649 326.488889 -46.695935
650 -427.393812 326.488889
651 163.488889 -427.393812
652 436.304065 163.488889
653 412.564420 436.304065
654 295.379596 412.564420
655 321.358916 295.379596
656 705.896681 321.358916
657 -351.982396 705.896681
658 297.488889 -351.982396
659 -28.178849 297.488889
660 -195.565553 -28.178849
661 -46.695935 -195.565553
662 276.434447 -46.695935
663 209.304065 276.434447
664 -217.771465 209.304065
665 1150.026655 -217.771465
666 324.896681 1150.026655
667 184.488889 324.896681
668 364.896681 184.488889
669 693.661039 364.896681
670 -203.233700 693.661039
671 380.283385 -203.233700
672 292.379596 380.283385
673 335.896681 292.379596
674 522.304065 335.896681
675 -5.103319 522.304065
676 268.358916 -5.103319
677 -595.565961 268.358916
678 396.951124 -595.565961
679 166.821151 396.951124
680 -223.178849 166.821151
681 351.304065 -223.178849
682 -468.641492 351.304065
683 -345.511111 -468.641492
684 116.434447 -345.511111
685 577.358916 116.434447
686 -168.952666 577.358916
687 408.228535 -168.952666
688 151.358916 408.228535
689 40.455127 151.358916
690 -301.695935 40.455127
691 124.304065 -301.695935
692 -249.028196 124.304065
693 -18.641084 -249.028196
694 498.434039 -18.641084
695 -90.103319 498.434039
696 -189.641084 -90.103319
697 -102.695935 -189.641084
698 380.304065 -102.695935
699 512.896681 380.304065
700 -588.620404 512.896681
701 127.488889 -588.620404
702 -502.641084 127.488889
703 468.564420 -502.641084
704 -18.565553 468.564420
705 9.358916 -18.565553
706 1145.358916 9.358916
707 834.304065 1145.358916
708 692.304065 834.304065
709 -557.695935 692.304065
710 -555.876727 -557.695935
711 515.026655 -555.876727
712 -46.695935 515.026655
713 -1283.103319 -46.695935
714 28.026655 -1283.103319
715 -609.565961 28.026655
716 492.358916 -609.565961
717 1023.875593 492.358916
718 279.766300 1023.875593
719 479.841831 279.766300
720 -42.641492 479.841831
721 740.177716 -42.641492
722 -32.158169 740.177716
723 -615.565553 -32.158169
724 -37.284519 -615.565553
725 24.896681 -37.284519
726 -441.178849 24.896681
727 228.102185 -441.178849
728 -284.103319 228.102185
729 291.434447 -284.103319
730 -198.103727 291.434447
731 -415.771465 -198.103727
732 -246.716615 -415.771465
733 214.896681 -246.716615
734 365.841831 214.896681
735 148.358916 365.841831
736 283.488889 148.358916
737 -410.565961 283.488889
738 -288.309230 -410.565961
739 -799.233700 -288.309230
740 437.379596 -799.233700
741 -204.178849 437.379596
742 -530.641084 -204.178849
743 -663.048876 -530.641084
744 583.488889 -663.048876
745 -497.242751 583.488889
746 9.358916 -497.242751
747 -1465.565961 9.358916
748 -853.565553 -1465.565961
749 -1051.254380 -853.565553
750 321.434447 -1051.254380
751 1.434447 321.434447
752 -472.695935 1.434447
753 64.896681 -472.695935
754 -596.973345 64.896681
755 522.379596 -596.973345
756 -259.158169 522.379596
757 896.972212 -259.158169
758 449.896681 896.972212
759 24.841831 449.896681
760 -529.695935 24.841831
761 401.821151 -529.695935
762 -586.771465 401.821151
763 483.971804 -586.771465
764 66.358916 483.971804
765 -514.082639 66.358916
766 -265.027788 -514.082639
767 349.283385 -265.027788
768 153.379596 349.283385
769 389.639950 153.379596
770 -17.620404 389.639950
771 356.896681 -17.620404
772 -32.973345 356.896681
773 123.228535 -32.973345
774 170.896273 123.228535
775 -360.641084 170.896273
776 -429.158169 -360.641084
777 -232.178849 -429.158169
778 233.358916 -232.178849
779 663.434447 233.358916
780 383.564420 663.434447
781 67.304065 383.564420
782 -232.103319 67.304065
783 -46.414492 -232.103319
784 -492.037247 -46.414492
785 25.992892 -492.037247
786 -524.490431 25.992892
787 -360.263431 -524.490431
788 264.896681 -360.263431
789 -331.565553 264.896681
790 -104.641084 -331.565553
791 -103.565553 -104.641084
792 -303.641084 -103.565553
793 -271.469343 -303.641084
794 -211.565961 -271.469343
795 876.972212 -211.565961
796 173.304065 876.972212
797 -80.103319 173.304065
798 -557.490023 -80.103319
799 981.434447 -557.490023
800 -519.801604 981.434447
801 351.228535 -519.801604
802 119.896681 351.228535
803 -285.650135 119.896681
804 -642.695935 -285.650135
805 -273.771465 -642.695935
806 114.509977 -273.771465
807 -173.178849 114.509977
808 -666.565961 -173.178849
809 -1039.973345 -666.565961
810 -396.300335 -1039.973345
811 256.775195 -396.300335
812 298.367811 256.775195
813 -180.511267 298.367811
814 -326.707719 -180.511267
815 -832.632597 -326.707719
816 85.830046 -832.632597
817 -4.707719 85.830046
818 128.754515 -4.707719
819 -98.838101 128.754515
820 156.830046 -98.838101
821 -56.300335 156.830046
822 -397.169954 -56.300335
823 -534.170362 -397.169954
824 -71.783250 -534.170362
825 398.699665 -71.783250
826 45.422254 398.699665
827 -597.245485 45.422254
828 611.367811 -597.245485
829 858.754515 611.367811
830 12.216750 858.754515
831 71.292281 12.216750
832 -36.115512 71.292281
833 781.367811 -36.115512
834 326.292281 781.367811
835 -124.707719 326.292281
836 -76.124563 -124.707719
837 141.754515 -76.124563
838 43.161899 141.754515
839 -24.115512 43.161899
840 -276.039981 -24.115512
841 -1021.018893 -276.039981
842 -24.039981 -1021.018893
843 232.161899 -24.039981
844 112.754515 232.161899
845 226.754515 112.754515
846 141.830046 226.754515
847 -365.481128 141.830046
848 -339.224805 -365.481128
849 -568.245485 -339.224805
850 -399.707719 -568.245485
851 765.678985 -399.707719
852 -249.707719 765.678985
853 -239.577746 -249.707719
854 313.699665 -239.577746
855 -180.577746 313.699665
856 595.754515 -180.577746
857 -41.838101 595.754515
858 112.754515 -41.838101
859 -357.783250 112.754515
860 -341.245485 -357.783250
861 697.237430 -341.245485
862 113.830046 697.237430
863 -85.245485 113.830046
864 709.754515 -85.245485
865 72.161899 709.754515
866 165.584944 72.161899
867 368.754515 165.584944
868 -371.245485 368.754515
869 -57.245485 -371.245485
870 14.367811 -57.245485
871 511.830046 14.367811
872 254.754515 511.830046
873 -57.245485 254.754515
874 99.292281 -57.245485
875 -38.849886 99.292281
876 -207.904736 -38.849886
877 34.708560 -207.904736
878 -268.442502 34.708560
879 -222.442502 -268.442502
880 217.150114 -222.442502
881 388.150114 217.150114
882 469.150114 388.150114
883 361.095264 469.150114
884 -291.753675 361.095264
885 -105.849886 -291.753675
886 444.150114 -105.849886
887 -140.849886 444.150114
888 -349.904736 -140.849886
889 501.150114 -349.904736
890 673.019733 501.150114
891 617.170794 673.019733
892 132.225645 617.170794
893 -127.387651 132.225645
894 -236.849886 -127.387651
895 -1075.387651 -236.849886
896 -51.442502 -1075.387651
897 333.170794 -51.442502
898 -178.904736 333.170794
899 -591.442502 -178.904736
900 -53.753675 -591.442502
901 -477.774355 -53.753675
902 275.095264 -477.774355
903 396.280088 275.095264
904 -96.632345 396.280088
905 28.280088 -96.632345
906 80.280088 28.280088
907 133.095264 80.280088
908 119.095264 133.095264
909 59.150114 119.095264
910 742.687880 59.150114
911 -80.312120 742.687880
912 799.687880 -80.312120
913 -543.925416 799.687880
914 108.829890 -543.925416
915 -32.774355 108.829890
916 -150.904736 -32.774355
917 -38.849886 -150.904736
918 449.280088 -38.849886
919 -195.719912 449.280088
920 -833.849886 -195.719912
921 844.095264 -833.849886
922 -394.312120 844.095264
923 284.280088 -394.312120
924 503.095264 284.280088
925 1014.095264 503.095264
926 615.150114 1014.095264
927 251.225237 615.150114
928 -209.925416 251.225237
929 -337.387651 -209.925416
930 18.150114 -337.387651
931 -336.236590 18.150114
932 -347.644382 -336.236590
933 -193.442502 -347.644382
934 233.763410 -193.442502
935 -3.774763 233.763410
936 -407.849886 -3.774763
937 194.149706 -407.849886
938 -66.849886 194.149706
939 -263.904736 -66.849886
940 -647.291440 -263.904736
941 351.763002 -647.291440
942 -775.904736 351.763002
943 606.763002 -775.904736
944 161.095264 606.763002
945 -193.366971 161.095264
946 332.095264 -193.366971
947 -393.312120 332.095264
948 -9.774355 -393.312120
949 -74.698824 -9.774355
950 -365.849886 -74.698824
951 659.633029 -365.849886
952 147.633029 659.633029
953 547.225645 147.633029
954 307.355618 547.225645
955 -122.774355 307.355618
956 -4.312120 -122.774355
957 -80.312120 -4.312120
958 -131.509137 -80.312120
959 1003.545714 -131.509137
960 371.083479 1003.545714
961 1089.490863 371.083479
962 -384.324313 1089.490863
963 436.490863 -384.324313
964 -374.916521 436.490863
965 -112.774511 -374.916521
966 -273.509137 -112.774511
967 327.545714 -273.509137
968 -344.971372 327.545714
969 -671.433606 -344.971372
970 52.083479 -671.433606
971 -131.509137 52.083479
972 -658.046902 -131.509137
973 194.083479 -658.046902
974 422.234540 194.083479
975 110.028628 422.234540
976 -630.992052 110.028628
977 -629.840990 -630.992052
978 -3.971372 -629.840990
979 -76.454286 -3.971372
980 323.566394 -76.454286
981 8.470183 323.566394
982 -218.378756 8.470183
983 236.415332 -218.378756
984 314.675687 236.415332
985 -70.575773 314.675687
986 1425.146817 -70.575773
987 -169.038007 1425.146817
988 837.479078 -169.038007
989 -29.058687 837.479078
990 -852.113538 -29.058687
991 284.886462 -852.113538
992 -1023.189068 284.886462
993 582.554609 -1023.189068
994 -894.575773 582.554609
995 227.016843 -894.575773
996 -95.390949 227.016843
997 255.810932 -95.390949
998 132.630139 255.810932
999 913.403548 132.630139
1000 -407.575773 913.403548
1001 -512.058687 -407.575773
1002 153.403548 -512.058687
1003 1079.016843 153.403548
1004 -284.189068 1079.016843
1005 -196.962477 -284.189068
1006 28.146817 -196.962477
1007 -682.189068 28.146817
1008 -653.113538 -682.189068
1009 -256.058687 -653.113538
1010 -332.575773 -256.058687
1011 70.479078 -332.575773
1012 -467.575773 70.479078
1013 865.403548 -467.575773
1014 441.424227 865.403548
1015 -41.500242 441.424227
1016 411.479078 -41.500242
1017 -383.651303 411.479078
1018 -438.520922 -383.651303
1019 50.886462 -438.520922
1020 -382.575773 50.886462
1021 -85.983157 -382.575773
1022 256.961993 -85.983157
1023 71.424227 256.961993
1024 375.091966 71.424227
1025 185.348697 375.091966
1026 -57.189068 185.348697
1027 -185.596452 -57.189068
1028 -85.113538 -185.596452
1029 1003.016843 -85.113538
1030 356.424227 1003.016843
1031 284.886462 356.424227
1032 -98.575773 284.886462
1033 -461.445391 -98.575773
1034 270.424227 -461.445391
1035 568.886462 270.424227
1036 -369.113538 568.886462
1037 -108.596452 -369.113538
1038 767.886462 -108.596452
1039 374.146817 767.886462
1040 -220.445391 374.146817
1041 -99.651303 -220.445391
1042 868.575289 -99.651303
1043 128.424227 868.575289
1044 1576.479078 128.424227
1045 128.348697 1576.479078
1046 -200.058687 128.348697
1047 396.941313 -200.058687
1048 1193.961993 396.941313
1049 28.886462 1193.961993
1050 405.016843 28.886462
1051 -183.575773 405.016843
1052 156.348697 -183.575773
1053 54.554609 156.348697
1054 242.424227 54.554609
1055 -22.983565 242.424227
1056 -94.521330 -22.983565
1057 312.886462 -94.521330
1058 -297.651303 312.886462
1059 -455.058687 -297.651303
1060 -545.651303 -455.058687
1061 -362.575773 -545.651303
1062 -554.520922 -362.575773
1063 795.886462 -554.520922
1064 142.886462 795.886462
1065 313.961993 142.886462
1066 240.479078 313.961993
1067 99.348697 240.479078
1068 339.941313 99.348697
1069 -270.575773 339.941313
1070 416.412443 -270.575773
1071 47.282061 416.412443
1072 247.357592 47.282061
1073 -536.125323 247.357592
1074 -235.642408 -536.125323
1075 -93.642408 -235.642408
1076 74.336912 -93.642408
1077 -450.125323 74.336912
1078 -861.717939 -450.125323
1079 611.874677 -861.717939
1080 332.282061 611.874677
1081 -790.180173 332.282061
1082 -1022.180173 -790.180173
1083 -1013.823200 -1022.180173
1084 133.357592 -1013.823200
1085 -706.125323 133.357592
1086 -222.255704 -706.125323
1087 175.744296 -222.255704
1088 -415.793469 175.744296
1089 306.819827 -415.793469
1090 588.357592 306.819827
1091 -165.180173 588.357592
1092 90.819827 -165.180173
1093 -108.104643 90.819827
1094 -448.898731 -108.104643
1095 -632.566877 -448.898731
1096 -394.255704 -632.566877
1097 417.282061 -394.255704
1098 -604.642408 417.282061
1099 -804.717939 -604.642408
1100 -406.587557 -804.717939
1101 48.357592 -406.587557
1102 -85.255704 48.357592
1103 -463.717939 -85.255704
1104 46.336912 -463.717939
1105 77.895357 46.336912
1106 -136.180173 77.895357
1107 308.412443 -136.180173
1108 -99.663088 308.412443
1109 -104.663088 -99.663088
1110 -520.717939 -104.663088
1111 729.282061 -520.717939
1112 445.282061 729.282061
1113 19.282061 445.282061
1114 -236.717939 19.282061
1115 NA -236.717939
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] 104.270413 -352.313152
[2,] 845.423604 104.270413
[3,] 240.091343 845.423604
[4,] 391.423604 240.091343
[5,] -198.335156 391.423604
[6,] 355.985321 -198.335156
[7,] -383.156845 355.985321
[8,] 48.048659 -383.156845
[9,] 247.048659 48.048659
[10,] -234.202801 247.048659
[11,] -989.202801 -234.202801
[12,] -151.223481 -989.202801
[13,] 7.721669 -151.223481
[14,] 379.444258 7.721669
[15,] 196.776519 379.444258
[16,] 139.982023 196.776519
[17,] 197.314285 139.982023
[18,] -50.353862 197.314285
[19,] -461.685715 -50.353862
[20,] 463.314285 -461.685715
[21,] -606.299011 463.314285
[22,] 493.314285 -606.299011
[23,] -79.622378 493.314285
[24,] -349.752351 -79.622378
[25,] -174.214585 -349.752351
[26,] -297.622378 -174.214585
[27,] 492.172119 -297.622378
[28,] -112.290524 492.172119
[29,] 49.323180 -112.290524
[30,] -374.365647 49.323180
[31,] -297.622378 -374.365647
[32,] -79.752351 -297.622378
[33,] 267.117268 -79.752351
[34,] -908.420497 267.117268
[35,] -175.290116 -908.420497
[36,] -283.084612 -175.290116
[37,] 95.247649 -283.084612
[38,] 130.322772 95.247649
[39,] -185.344967 130.322772
[40,] -884.420497 -185.344967
[41,] -692.697908 -884.420497
[42,] -700.827881 -692.697908
[43,] 697.247241 -700.827881
[44,] 319.579503 697.247241
[45,] 27.172119 319.579503
[46,] -556.882732 27.172119
[47,] -899.827881 -556.882732
[48,] 801.192799 -899.827881
[49,] 756.785415 801.192799
[50,] -266.290116 756.785415
[51,] 341.990918 -266.290116
[52,] 601.192799 341.990918
[53,] 259.117268 601.192799
[54,] 201.785415 259.117268
[55,] -283.084612 201.785415
[56,] 16.785415 -283.084612
[57,] 849.730564 16.785415
[58,] -42.697908 849.730564
[59,] 242.171710 -42.697908
[60,] -59.344967 242.171710
[61,] -78.807201 -59.344967
[62,] -1313.677228 -78.807201
[63,] -440.970048 -1313.677228
[64,] 270.029952 -440.970048
[65,] -279.302309 270.029952
[66,] -140.487133 -279.302309
[67,] 146.697691 -140.487133
[68,] -137.226779 146.697691
[69,] -234.743864 -137.226779
[70,] 5.924283 -234.743864
[71,] -367.336072 5.924283
[72,] 162.180605 -367.336072
[73,] 361.180605 162.180605
[74,] -254.487133 361.180605
[75,] -142.432282 -254.487133
[76,] 42.567718 -142.432282
[77,] -278.357160 42.567718
[78,] 399.235456 -278.357160
[79,] -54.356752 399.235456
[80,] -109.667925 -54.356752
[81,] -332.894517 -109.667925
[82,] 85.643248 -332.894517
[83,] 768.512867 85.643248
[84,] 346.924283 768.512867
[85,] -170.356752 346.924283
[86,] 545.848752 -170.356752
[87,] -439.894517 545.848752
[88,] 561.331667 -439.894517
[89,] 418.105075 561.331667
[90,] 85.567718 418.105075
[91,] -372.432282 85.567718
[92,] 142.718779 -372.432282
[93,] 1327.105075 142.718779
[94,] 62.642840 1327.105075
[95,] 298.029952 62.642840
[96,] 199.235456 298.029952
[97,] -277.281629 199.235456
[98,] 63.718371 -277.281629
[99,] 419.105483 63.718371
[100,] -595.487133 419.105483
[101,] 697.567718 -595.487133
[102,] -199.356752 697.567718
[103,] -837.970048 -199.356752
[104,] 500.643248 -837.970048
[105,] -139.356752 500.643248
[106,] 257.512867 -139.356752
[107,] -299.356752 257.512867
[108,] -249.743456 -299.356752
[109,] -134.356752 -249.743456
[110,] 49.235456 -134.356752
[111,] -150.894925 49.235456
[112,] -145.281221 -150.894925
[113,] 582.029952 -145.281221
[114,] -411.915605 582.029952
[115,] 213.029952 -411.915605
[116,] 260.697691 213.029952
[117,] -46.487133 260.697691
[118,] 1494.407606 -46.487133
[119,] 213.105483 1494.407606
[120,] -168.411602 213.105483
[121,] 591.588398 -168.411602
[122,] 630.848752 591.588398
[123,] 473.235456 630.848752
[124,] -263.613483 473.235456
[125,] -779.743456 -263.613483
[126,] 342.512867 -779.743456
[127,] -240.894517 342.512867
[128,] 427.512867 -240.894517
[129,] -296.743456 427.512867
[130,] -575.894517 -296.743456
[131,] -521.281221 -575.894517
[132,] -648.970048 -521.281221
[133,] 28.567718 -648.970048
[134,] -162.432282 28.567718
[135,] -85.432282 -162.432282
[136,] 318.642840 -85.432282
[137,] 120.643248 318.642840
[138,] 20.105483 120.643248
[139,] -292.689013 20.105483
[140,] -152.432282 -292.689013
[141,] -169.487133 -152.432282
[142,] 292.697691 -169.487133
[143,] 540.643248 292.697691
[144,] 71.975102 540.643248
[145,] -630.507813 71.975102
[146,] 398.643248 -630.507813
[147,] 28.643248 398.643248
[148,] 73.050632 28.643248
[149,] 885.773221 73.050632
[150,] -81.377840 885.773221
[151,] -1230.764544 -81.377840
[152,] -182.432282 -1230.764544
[153,] 591.588398 -182.432282
[154,] -352.302309 591.588398
[155,] -126.818986 -352.302309
[156,] -312.432282 -126.818986
[157,] -604.819395 -312.432282
[158,] -108.226779 -604.819395
[159,] 20.105075 -108.226779
[160,] -76.773595 20.105075
[161,] 432.642840 -76.773595
[162,] -449.226779 432.642840
[163,] 143.512867 -449.226779
[164,] 99.105483 143.512867
[165,] -321.764544 99.105483
[166,] 77.180605 -321.764544
[167,] 264.105483 77.180605
[168,] -233.583499 264.105483
[169,] 681.038848 -233.583499
[170,] 336.093290 681.038848
[171,] -175.906710 336.093290
[172,] 709.631055 -175.906710
[173,] 292.479994 709.631055
[174,] -556.348265 292.479994
[175,] -349.091534 -556.348265
[176,] -165.498918 -349.091534
[177,] -335.423387 -165.498918
[178,] -71.016003 -335.423387
[179,] 110.244351 -71.016003
[180,] -629.906710 110.244351
[181,] 151.038848 -629.906710
[182,] -315.574448 151.038848
[183,] 195.244351 -315.574448
[184,] -490.734561 195.244351
[185,] -74.217883 -490.734561
[186,] 350.631055 -74.217883
[187,] -59.886030 350.631055
[188,] -442.886030 -59.886030
[189,] 222.963317 -442.886030
[190,] 161.908466 222.963317
[191,] -28.961152 161.908466
[192,] -447.680118 -28.961152
[193,] -758.961152 -447.680118
[194,] 387.963317 -758.961152
[195,] 19.908466 387.963317
[196,] 717.521762 19.908466
[197,] -93.016003 717.521762
[198,] 421.038848 -93.016003
[199,] -308.574448 421.038848
[200,] -86.906710 -308.574448
[201,] 308.168821 -86.906710
[202,] 462.576613 308.168821
[203,] -925.112214 462.576613
[204,] 800.501082 -925.112214
[205,] 389.038848 800.501082
[206,] -463.091534 389.038848
[207,] -536.906710 -463.091534
[208,] -200.498918 -536.906710
[209,] -212.498918 -200.498918
[210,] 131.963317 -212.498918
[211,] -723.574448 131.963317
[212,] -258.574448 -723.574448
[213,] -384.444475 -258.574448
[214,] 971.038848 -384.444475
[215,] -112.478238 971.038848
[216,] 851.038848 -112.478238
[217,] -104.368945 851.038848
[218,] 365.168821 -104.368945
[219,] -109.574448 365.168821
[220,] -45.112214 -109.574448
[221,] -52.574448 -45.112214
[222,] -1032.036683 -52.574448
[223,] 593.038439 -1032.036683
[224,] -60.831179 593.038439
[225,] 244.576613 -60.831179
[226,] -235.091534 244.576613
[227,] -251.574448 -235.091534
[228,] -108.961152 -251.574448
[229,] -39.036683 -108.961152
[230,] 691.706586 -39.036683
[231,] -47.444475 691.706586
[232,] 451.038439 -47.444475
[233,] 247.038848 451.038439
[234,] 109.168821 247.038848
[235,] 58.470943 109.168821
[236,] 345.501082 58.470943
[237,] -507.423387 345.501082
[238,] -6.036683 -507.423387
[239,] 103.963317 -6.036683
[240,] -988.629299 103.963317
[241,] 701.908466 -988.629299
[242,] -296.906710 701.908466
[243,] -274.293414 -296.906710
[244,] 380.576205 -274.293414
[245,] -118.037091 380.576205
[246,] 251.933178 -118.037091
[247,] 389.114378 251.933178
[248,] -192.423387 389.114378
[249,] 124.857647 -192.423387
[250,] -173.961561 124.857647
[251,] 9.631055 -173.961561
[252,] -19.368945 9.631055
[253,] -230.368945 -19.368945
[254,] 376.038848 -230.368945
[255,] 42.706586 376.038848
[256,] 146.425552 42.706586
[257,] -1002.885622 146.425552
[258,] -512.036683 -1002.885622
[259,] -388.831179 -512.036683
[260,] 18.963317 -388.831179
[261,] -140.498918 18.963317
[262,] -38.498918 -140.498918
[263,] -413.961152 -38.498918
[264,] 309.038439 -413.961152
[265,] 269.631055 309.038439
[266,] 104.908466 269.631055
[267,] -60.831179 104.908466
[268,] 420.017759 -60.831179
[269,] -534.498918 420.017759
[270,] -180.036683 -534.498918
[271,] 222.093290 -180.036683
[272,] 707.576613 222.093290
[273,] -805.036683 707.576613
[274,] 527.963317 -805.036683
[275,] 942.501082 527.963317
[276,] 95.395413 942.501082
[277,] -140.368945 95.395413
[278,] -187.755649 -140.368945
[279,] -541.574448 -187.755649
[280,] -33.831179 -541.574448
[281,] -860.574448 -33.831179
[282,] -372.961561 -860.574448
[283,] 494.501082 -372.961561
[284,] 242.434039 494.501082
[285,] 18.304065 242.434039
[286,] 168.358916 18.304065
[287,] 400.026655 168.358916
[288,] 108.896681 400.026655
[289,] 435.434447 108.896681
[290,] 107.821151 435.434447
[291,] -226.973345 107.821151
[292,] 23.896681 -226.973345
[293,] -141.028196 23.896681
[294,] -318.178849 -141.028196
[295,] 38.228535 -318.178849
[296,] 479.841831 38.228535
[297,] -587.641084 479.841831
[298,] 10.304065 -587.641084
[299,] 236.358916 10.304065
[300,] -85.103319 236.358916
[301,] 100.434039 -85.103319
[302,] 236.358916 100.434039
[303,] -677.027788 236.358916
[304,] -160.490023 -677.027788
[305,] -454.641084 -160.490023
[306,] -330.490023 -454.641084
[307,] 948.304065 -330.490023
[308,] 436.304065 948.304065
[309,] 21.434447 436.304065
[310,] 350.358916 21.434447
[311,] -268.565961 350.358916
[312,] -411.641084 -268.565961
[313,] 422.841831 -411.641084
[314,] -330.695935 422.841831
[315,] -161.641084 -330.695935
[316,] 218.244195 -161.641084
[317,] 433.358916 218.244195
[318,] -255.103727 433.358916
[319,] 199.896273 -255.103727
[320,] 323.304065 199.896273
[321,] 639.358508 323.304065
[322,] 128.358508 639.358508
[323,] 76.168665 128.358508
[324,] 181.304065 76.168665
[325,] 265.434447 181.304065
[326,] 293.358916 265.434447
[327,] -288.178849 293.358916
[328,] -189.641084 -288.178849
[329,] -156.511111 -189.641084
[330,] 299.434039 -156.511111
[331,] 607.304065 299.434039
[332,] 408.379596 607.304065
[333,] -678.801604 408.379596
[334,] 750.841831 -678.801604
[335,] -188.695935 750.841831
[336,] 127.564420 -188.695935
[337,] 43.715481 127.564420
[338,] -631.641084 43.715481
[339,] -1078.178849 -631.641084
[340,] -893.565961 -1078.178849
[341,] 607.304065 -893.565961
[342,] -188.695935 607.304065
[343,] 806.379596 -188.695935
[344,] -46.771465 806.379596
[345,] -458.158169 -46.771465
[346,] -672.641084 -458.158169
[347,] -225.103319 -672.641084
[348,] -329.620404 -225.103319
[349,] 341.896273 -329.620404
[350,] -401.641084 341.896273
[351,] -29.716615 -401.641084
[352,] 301.047743 -29.716615
[353,] 1096.564420 301.047743
[354,] -609.565961 1096.564420
[355,] 607.304065 -609.565961
[356,] -46.695935 607.304065
[357,] 103.102185 -46.695935
[358,] -232.103319 103.102185
[359,] 58.358916 -232.103319
[360,] -429.952257 58.358916
[361,] -553.641492 -429.952257
[362,] -301.695935 -553.641492
[363,] 1034.379596 -301.695935
[364,] 400.434447 1034.379596
[365,] -303.187900 400.434447
[366,] -358.695935 -303.187900
[367,] 763.047743 -358.695935
[368,] -486.158169 763.047743
[369,] -386.695935 -486.158169
[370,] -153.057927 -386.695935
[371,] -1107.028196 -153.057927
[372,] -261.641084 -1107.028196
[373,] -59.339370 -261.641084
[374,] 676.896681 -59.339370
[375,] -185.511111 676.896681
[376,] 222.972212 -185.511111
[377,] -38.178849 222.972212
[378,] 71.564420 -38.178849
[379,] 448.821151 71.564420
[380,] -188.771465 448.821151
[381,] 139.896681 -188.771465
[382,] -189.641084 139.896681
[383,] -301.695935 -189.641084
[384,] -416.641084 -301.695935
[385,] -33.103319 -416.641084
[386,] -274.565553 -33.103319
[387,] 261.304065 -274.565553
[388,] 73.488889 261.304065
[389,] -990.103319 73.488889
[390,] 442.585100 -990.103319
[391,] -318.178849 442.585100
[392,] 394.841831 -318.178849
[393,] -330.490023 394.841831
[394,] 1134.304065 -330.490023
[395,] 293.434447 1134.304065
[396,] 16.564420 293.434447
[397,] 166.766300 16.564420
[398,] -530.641084 166.766300
[399,] -983.695935 -530.641084
[400,] -46.695935 -983.695935
[401,] 66.358916 -46.695935
[402,] -300.490023 66.358916
[403,] 29.283385 -300.490023
[404,] -749.716615 29.283385
[405,] -316.233700 -749.716615
[406,] 166.766300 -316.233700
[407,] 43.488889 166.766300
[408,] -391.641084 43.488889
[409,] -173.435580 -391.641084
[410,] 198.358916 -173.435580
[411,] 179.283385 198.358916
[412,] -709.028196 179.283385
[413,] -333.187900 -709.028196
[414,] -772.103319 -333.187900
[415,] -801.254380 -772.103319
[416,] 166.766300 -801.254380
[417,] -479.716615 166.766300
[418,] -569.931577 -479.716615
[419,] 619.896681 -569.931577
[420,] -368.028196 619.896681
[421,] 180.509977 -368.028196
[422,] -388.641084 180.509977
[423,] -98.565961 -388.641084
[424,] 6.564420 -98.565961
[425,] -615.565553 6.564420
[426,] 124.379596 -615.565553
[427,] 53.841831 124.379596
[428,] 236.564420 53.841831
[429,] 635.304065 236.564420
[430,] 294.228535 635.304065
[431,] -101.641084 294.228535
[432,] -17.695935 -101.641084
[433,] -833.771465 -17.695935
[434,] 392.379596 -833.771465
[435,] -384.716615 392.379596
[436,] 707.917361 -384.716615
[437,] 142.896273 707.917361
[438,] -496.565961 142.896273
[439,] 95.434447 -496.565961
[440,] -399.028196 95.434447
[441,] -126.284519 -399.028196
[442,] 692.304065 -126.284519
[443,] 632.379596 692.304065
[444,] 548.358916 632.379596
[445,] -160.771465 548.358916
[446,] 208.358916 -160.771465
[447,] 236.358916 208.358916
[448,] -396.897815 236.358916
[449,] -552.565961 -396.897815
[450,] 165.972212 -552.565961
[451,] 34.896681 165.972212
[452,] -40.103319 34.896681
[453,] -275.103319 -40.103319
[454,] -430.233700 -275.103319
[455,] 273.358916 -430.233700
[456,] 507.766300 273.358916
[457,] -783.469343 507.766300
[458,] 224.992892 -783.469343
[459,] -615.641084 224.992892
[460,] -742.158169 -615.641084
[461,] -515.233700 -742.158169
[462,] -572.233700 -515.233700
[463,] 721.379596 -572.233700
[464,] 81.841831 721.379596
[465,] 366.564420 81.841831
[466,] 209.304065 366.564420
[467,] -74.695935 209.304065
[468,] -808.565961 -74.695935
[469,] 181.304065 -808.565961
[470,] 10.304065 181.304065
[471,] -118.103319 10.304065
[472,] -825.952257 -118.103319
[473,] 238.358916 -825.952257
[474,] 335.896681 238.358916
[475,] -905.565961 335.896681
[476,] -387.490023 -905.565961
[477,] 238.304065 -387.490023
[478,] -525.511111 238.304065
[479,] 151.434447 -525.511111
[480,] 834.304065 151.434447
[481,] 788.358916 834.304065
[482,] -530.641084 788.358916
[483,] -188.695935 -530.641084
[484,] -93.435580 -188.695935
[485,] -1144.716615 -93.435580
[486,] -325.103319 -1144.716615
[487,] -14.511111 -325.103319
[488,] -670.620404 -14.511111
[489,] 10.304065 -670.620404
[490,] 127.488889 10.304065
[491,] -595.103319 127.488889
[492,] 9.434447 -595.103319
[493,] 91.434447 9.434447
[494,] 264.358916 91.434447
[495,] -241.641084 264.358916
[496,] 25.992892 -241.641084
[497,] 148.358916 25.992892
[498,] 664.304065 148.358916
[499,] 151.434447 664.304065
[500,] -330.771465 151.434447
[501,] 66.434447 -330.771465
[502,] 57.026655 66.434447
[503,] 85.026655 57.026655
[504,] -441.641084 85.026655
[505,] 280.841831 -441.641084
[506,] 152.304065 280.841831
[507,] 306.821151 152.304065
[508,] 264.358916 306.821151
[509,] 323.745620 264.358916
[510,] 151.564420 323.745620
[511,] -902.027788 151.564420
[512,] -299.973345 -902.027788
[513,] 380.379596 -299.973345
[514,] 365.841831 380.379596
[515,] 550.304065 365.841831
[516,] -104.641084 550.304065
[517,] -431.178849 -104.641084
[518,] 184.488889 -431.178849
[519,] -175.103319 184.488889
[520,] -74.771465 -175.103319
[521,] 157.434039 -74.771465
[522,] 10.304065 157.434039
[523,] 95.304065 10.304065
[524,] 101.509569 95.304065
[525,] -42.435580 101.509569
[526,] 57.972212 -42.435580
[527,] -274.641084 57.972212
[528,] 384.896681 -274.641084
[529,] 356.509569 384.896681
[530,] -335.103319 356.509569
[531,] -525.103319 -335.103319
[532,] -607.233700 -525.103319
[533,] -131.695935 -607.233700
[534,] 214.791012 -131.695935
[535,] 549.358916 214.791012
[536,] -600.695935 549.358916
[537,] 28.358916 -600.695935
[538,] -132.641084 28.358916
[539,] 95.304065 -132.641084
[540,] 975.358916 95.304065
[541,] 93.564420 975.358916
[542,] -48.716615 93.564420
[543,] -713.158169 -48.716615
[544,] 408.304065 -713.158169
[545,] 536.917361 408.304065
[546,] 338.358916 536.917361
[547,] -366.877135 338.358916
[548,] -245.490023 -366.877135
[549,] -199.725665 -245.490023
[550,] -244.695935 -199.725665
[551,] 451.434447 -244.695935
[552,] 421.821151 451.434447
[553,] 791.841831 421.821151
[554,] 439.488889 791.841831
[555,] -246.641084 439.488889
[556,] 617.379596 -246.641084
[557,] 169.951124 617.379596
[558,] -600.158169 169.951124
[559,] -46.695935 -600.158169
[560,] 379.228535 -46.695935
[561,] 238.304065 379.228535
[562,] 504.896681 238.304065
[563,] 243.434447 504.896681
[564,] -4.233700 243.434447
[565,] -8.952257 -4.233700
[566,] -461.565553 -8.952257
[567,] -301.620404 -461.565553
[568,] 807.766300 -301.620404
[569,] 279.766300 807.766300
[570,] -346.178849 279.766300
[571,] -410.360050 -346.178849
[572,] 186.896681 -410.360050
[573,] -301.695935 186.896681
[574,] 223.841831 -301.695935
[575,] 39.379596 223.841831
[576,] 610.841831 39.379596
[577,] 28.026655 610.841831
[578,] 524.304065 28.026655
[579,] 287.434447 524.304065
[580,] -386.695935 287.434447
[581,] 414.253246 -386.695935
[582,] -202.158169 414.253246
[583,] -296.414900 -202.158169
[584,] 266.304065 -296.414900
[585,] 246.564420 266.304065
[586,] 356.434039 246.564420
[587,] -644.641084 356.434039
[588,] -354.565961 -644.641084
[589,] -856.725665 -354.565961
[590,] -34.178849 -856.725665
[591,] -202.952257 -34.178849
[592,] -74.695935 -202.952257
[593,] -467.620404 -74.695935
[594,] 961.766300 -467.620404
[595,] 223.841831 961.766300
[596,] -501.565553 223.841831
[597,] -869.695935 -501.565553
[598,] 512.379596 -869.695935
[599,] 513.253246 512.379596
[600,] 408.304065 513.253246
[601,] 414.896681 408.304065
[602,] -486.158169 414.896681
[603,] 568.358916 -486.158169
[604,] -9.499074 568.358916
[605,] 436.304065 -9.499074
[606,] 214.715481 436.304065
[607,] 284.102185 214.715481
[608,] 136.896681 284.102185
[609,] -203.233700 136.896681
[610,] 550.304065 -203.233700
[611,] 471.434447 550.304065
[612,] 439.639950 471.434447
[613,] -472.695935 439.639950
[614,] -48.716615 -472.695935
[615,] 311.951124 -48.716615
[616,] -254.716615 311.951124
[617,] 123.434447 -254.716615
[618,] 84.896681 123.434447
[619,] -345.027788 84.896681
[620,] -352.027788 -345.027788
[621,] -268.565961 -352.027788
[622,] -386.695935 -268.565961
[623,] 253.358916 -386.695935
[624,] 133.488889 253.358916
[625,] 806.304065 133.488889
[626,] -88.158169 806.304065
[627,] -61.103319 -88.158169
[628,] 521.821151 -61.103319
[629,] 324.455127 521.821151
[630,] 67.304065 324.455127
[631,] -245.490023 67.304065
[632,] -259.233700 -245.490023
[633,] 436.304065 -259.233700
[634,] -103.435580 436.304065
[635,] -381.360050 -103.435580
[636,] -497.284519 -381.360050
[637,] -228.952257 -497.284519
[638,] 242.434039 -228.952257
[639,] 520.358916 242.434039
[640,] -345.103319 520.358916
[641,] 42.564420 -345.103319
[642,] 364.304065 42.564420
[643,] -195.103319 364.304065
[644,] 394.841831 -195.103319
[645,] -159.695935 394.841831
[646,] 64.896681 -159.695935
[647,] -374.178849 64.896681
[648,] -46.695935 -374.178849
[649,] 326.488889 -46.695935
[650,] -427.393812 326.488889
[651,] 163.488889 -427.393812
[652,] 436.304065 163.488889
[653,] 412.564420 436.304065
[654,] 295.379596 412.564420
[655,] 321.358916 295.379596
[656,] 705.896681 321.358916
[657,] -351.982396 705.896681
[658,] 297.488889 -351.982396
[659,] -28.178849 297.488889
[660,] -195.565553 -28.178849
[661,] -46.695935 -195.565553
[662,] 276.434447 -46.695935
[663,] 209.304065 276.434447
[664,] -217.771465 209.304065
[665,] 1150.026655 -217.771465
[666,] 324.896681 1150.026655
[667,] 184.488889 324.896681
[668,] 364.896681 184.488889
[669,] 693.661039 364.896681
[670,] -203.233700 693.661039
[671,] 380.283385 -203.233700
[672,] 292.379596 380.283385
[673,] 335.896681 292.379596
[674,] 522.304065 335.896681
[675,] -5.103319 522.304065
[676,] 268.358916 -5.103319
[677,] -595.565961 268.358916
[678,] 396.951124 -595.565961
[679,] 166.821151 396.951124
[680,] -223.178849 166.821151
[681,] 351.304065 -223.178849
[682,] -468.641492 351.304065
[683,] -345.511111 -468.641492
[684,] 116.434447 -345.511111
[685,] 577.358916 116.434447
[686,] -168.952666 577.358916
[687,] 408.228535 -168.952666
[688,] 151.358916 408.228535
[689,] 40.455127 151.358916
[690,] -301.695935 40.455127
[691,] 124.304065 -301.695935
[692,] -249.028196 124.304065
[693,] -18.641084 -249.028196
[694,] 498.434039 -18.641084
[695,] -90.103319 498.434039
[696,] -189.641084 -90.103319
[697,] -102.695935 -189.641084
[698,] 380.304065 -102.695935
[699,] 512.896681 380.304065
[700,] -588.620404 512.896681
[701,] 127.488889 -588.620404
[702,] -502.641084 127.488889
[703,] 468.564420 -502.641084
[704,] -18.565553 468.564420
[705,] 9.358916 -18.565553
[706,] 1145.358916 9.358916
[707,] 834.304065 1145.358916
[708,] 692.304065 834.304065
[709,] -557.695935 692.304065
[710,] -555.876727 -557.695935
[711,] 515.026655 -555.876727
[712,] -46.695935 515.026655
[713,] -1283.103319 -46.695935
[714,] 28.026655 -1283.103319
[715,] -609.565961 28.026655
[716,] 492.358916 -609.565961
[717,] 1023.875593 492.358916
[718,] 279.766300 1023.875593
[719,] 479.841831 279.766300
[720,] -42.641492 479.841831
[721,] 740.177716 -42.641492
[722,] -32.158169 740.177716
[723,] -615.565553 -32.158169
[724,] -37.284519 -615.565553
[725,] 24.896681 -37.284519
[726,] -441.178849 24.896681
[727,] 228.102185 -441.178849
[728,] -284.103319 228.102185
[729,] 291.434447 -284.103319
[730,] -198.103727 291.434447
[731,] -415.771465 -198.103727
[732,] -246.716615 -415.771465
[733,] 214.896681 -246.716615
[734,] 365.841831 214.896681
[735,] 148.358916 365.841831
[736,] 283.488889 148.358916
[737,] -410.565961 283.488889
[738,] -288.309230 -410.565961
[739,] -799.233700 -288.309230
[740,] 437.379596 -799.233700
[741,] -204.178849 437.379596
[742,] -530.641084 -204.178849
[743,] -663.048876 -530.641084
[744,] 583.488889 -663.048876
[745,] -497.242751 583.488889
[746,] 9.358916 -497.242751
[747,] -1465.565961 9.358916
[748,] -853.565553 -1465.565961
[749,] -1051.254380 -853.565553
[750,] 321.434447 -1051.254380
[751,] 1.434447 321.434447
[752,] -472.695935 1.434447
[753,] 64.896681 -472.695935
[754,] -596.973345 64.896681
[755,] 522.379596 -596.973345
[756,] -259.158169 522.379596
[757,] 896.972212 -259.158169
[758,] 449.896681 896.972212
[759,] 24.841831 449.896681
[760,] -529.695935 24.841831
[761,] 401.821151 -529.695935
[762,] -586.771465 401.821151
[763,] 483.971804 -586.771465
[764,] 66.358916 483.971804
[765,] -514.082639 66.358916
[766,] -265.027788 -514.082639
[767,] 349.283385 -265.027788
[768,] 153.379596 349.283385
[769,] 389.639950 153.379596
[770,] -17.620404 389.639950
[771,] 356.896681 -17.620404
[772,] -32.973345 356.896681
[773,] 123.228535 -32.973345
[774,] 170.896273 123.228535
[775,] -360.641084 170.896273
[776,] -429.158169 -360.641084
[777,] -232.178849 -429.158169
[778,] 233.358916 -232.178849
[779,] 663.434447 233.358916
[780,] 383.564420 663.434447
[781,] 67.304065 383.564420
[782,] -232.103319 67.304065
[783,] -46.414492 -232.103319
[784,] -492.037247 -46.414492
[785,] 25.992892 -492.037247
[786,] -524.490431 25.992892
[787,] -360.263431 -524.490431
[788,] 264.896681 -360.263431
[789,] -331.565553 264.896681
[790,] -104.641084 -331.565553
[791,] -103.565553 -104.641084
[792,] -303.641084 -103.565553
[793,] -271.469343 -303.641084
[794,] -211.565961 -271.469343
[795,] 876.972212 -211.565961
[796,] 173.304065 876.972212
[797,] -80.103319 173.304065
[798,] -557.490023 -80.103319
[799,] 981.434447 -557.490023
[800,] -519.801604 981.434447
[801,] 351.228535 -519.801604
[802,] 119.896681 351.228535
[803,] -285.650135 119.896681
[804,] -642.695935 -285.650135
[805,] -273.771465 -642.695935
[806,] 114.509977 -273.771465
[807,] -173.178849 114.509977
[808,] -666.565961 -173.178849
[809,] -1039.973345 -666.565961
[810,] -396.300335 -1039.973345
[811,] 256.775195 -396.300335
[812,] 298.367811 256.775195
[813,] -180.511267 298.367811
[814,] -326.707719 -180.511267
[815,] -832.632597 -326.707719
[816,] 85.830046 -832.632597
[817,] -4.707719 85.830046
[818,] 128.754515 -4.707719
[819,] -98.838101 128.754515
[820,] 156.830046 -98.838101
[821,] -56.300335 156.830046
[822,] -397.169954 -56.300335
[823,] -534.170362 -397.169954
[824,] -71.783250 -534.170362
[825,] 398.699665 -71.783250
[826,] 45.422254 398.699665
[827,] -597.245485 45.422254
[828,] 611.367811 -597.245485
[829,] 858.754515 611.367811
[830,] 12.216750 858.754515
[831,] 71.292281 12.216750
[832,] -36.115512 71.292281
[833,] 781.367811 -36.115512
[834,] 326.292281 781.367811
[835,] -124.707719 326.292281
[836,] -76.124563 -124.707719
[837,] 141.754515 -76.124563
[838,] 43.161899 141.754515
[839,] -24.115512 43.161899
[840,] -276.039981 -24.115512
[841,] -1021.018893 -276.039981
[842,] -24.039981 -1021.018893
[843,] 232.161899 -24.039981
[844,] 112.754515 232.161899
[845,] 226.754515 112.754515
[846,] 141.830046 226.754515
[847,] -365.481128 141.830046
[848,] -339.224805 -365.481128
[849,] -568.245485 -339.224805
[850,] -399.707719 -568.245485
[851,] 765.678985 -399.707719
[852,] -249.707719 765.678985
[853,] -239.577746 -249.707719
[854,] 313.699665 -239.577746
[855,] -180.577746 313.699665
[856,] 595.754515 -180.577746
[857,] -41.838101 595.754515
[858,] 112.754515 -41.838101
[859,] -357.783250 112.754515
[860,] -341.245485 -357.783250
[861,] 697.237430 -341.245485
[862,] 113.830046 697.237430
[863,] -85.245485 113.830046
[864,] 709.754515 -85.245485
[865,] 72.161899 709.754515
[866,] 165.584944 72.161899
[867,] 368.754515 165.584944
[868,] -371.245485 368.754515
[869,] -57.245485 -371.245485
[870,] 14.367811 -57.245485
[871,] 511.830046 14.367811
[872,] 254.754515 511.830046
[873,] -57.245485 254.754515
[874,] 99.292281 -57.245485
[875,] -38.849886 99.292281
[876,] -207.904736 -38.849886
[877,] 34.708560 -207.904736
[878,] -268.442502 34.708560
[879,] -222.442502 -268.442502
[880,] 217.150114 -222.442502
[881,] 388.150114 217.150114
[882,] 469.150114 388.150114
[883,] 361.095264 469.150114
[884,] -291.753675 361.095264
[885,] -105.849886 -291.753675
[886,] 444.150114 -105.849886
[887,] -140.849886 444.150114
[888,] -349.904736 -140.849886
[889,] 501.150114 -349.904736
[890,] 673.019733 501.150114
[891,] 617.170794 673.019733
[892,] 132.225645 617.170794
[893,] -127.387651 132.225645
[894,] -236.849886 -127.387651
[895,] -1075.387651 -236.849886
[896,] -51.442502 -1075.387651
[897,] 333.170794 -51.442502
[898,] -178.904736 333.170794
[899,] -591.442502 -178.904736
[900,] -53.753675 -591.442502
[901,] -477.774355 -53.753675
[902,] 275.095264 -477.774355
[903,] 396.280088 275.095264
[904,] -96.632345 396.280088
[905,] 28.280088 -96.632345
[906,] 80.280088 28.280088
[907,] 133.095264 80.280088
[908,] 119.095264 133.095264
[909,] 59.150114 119.095264
[910,] 742.687880 59.150114
[911,] -80.312120 742.687880
[912,] 799.687880 -80.312120
[913,] -543.925416 799.687880
[914,] 108.829890 -543.925416
[915,] -32.774355 108.829890
[916,] -150.904736 -32.774355
[917,] -38.849886 -150.904736
[918,] 449.280088 -38.849886
[919,] -195.719912 449.280088
[920,] -833.849886 -195.719912
[921,] 844.095264 -833.849886
[922,] -394.312120 844.095264
[923,] 284.280088 -394.312120
[924,] 503.095264 284.280088
[925,] 1014.095264 503.095264
[926,] 615.150114 1014.095264
[927,] 251.225237 615.150114
[928,] -209.925416 251.225237
[929,] -337.387651 -209.925416
[930,] 18.150114 -337.387651
[931,] -336.236590 18.150114
[932,] -347.644382 -336.236590
[933,] -193.442502 -347.644382
[934,] 233.763410 -193.442502
[935,] -3.774763 233.763410
[936,] -407.849886 -3.774763
[937,] 194.149706 -407.849886
[938,] -66.849886 194.149706
[939,] -263.904736 -66.849886
[940,] -647.291440 -263.904736
[941,] 351.763002 -647.291440
[942,] -775.904736 351.763002
[943,] 606.763002 -775.904736
[944,] 161.095264 606.763002
[945,] -193.366971 161.095264
[946,] 332.095264 -193.366971
[947,] -393.312120 332.095264
[948,] -9.774355 -393.312120
[949,] -74.698824 -9.774355
[950,] -365.849886 -74.698824
[951,] 659.633029 -365.849886
[952,] 147.633029 659.633029
[953,] 547.225645 147.633029
[954,] 307.355618 547.225645
[955,] -122.774355 307.355618
[956,] -4.312120 -122.774355
[957,] -80.312120 -4.312120
[958,] -131.509137 -80.312120
[959,] 1003.545714 -131.509137
[960,] 371.083479 1003.545714
[961,] 1089.490863 371.083479
[962,] -384.324313 1089.490863
[963,] 436.490863 -384.324313
[964,] -374.916521 436.490863
[965,] -112.774511 -374.916521
[966,] -273.509137 -112.774511
[967,] 327.545714 -273.509137
[968,] -344.971372 327.545714
[969,] -671.433606 -344.971372
[970,] 52.083479 -671.433606
[971,] -131.509137 52.083479
[972,] -658.046902 -131.509137
[973,] 194.083479 -658.046902
[974,] 422.234540 194.083479
[975,] 110.028628 422.234540
[976,] -630.992052 110.028628
[977,] -629.840990 -630.992052
[978,] -3.971372 -629.840990
[979,] -76.454286 -3.971372
[980,] 323.566394 -76.454286
[981,] 8.470183 323.566394
[982,] -218.378756 8.470183
[983,] 236.415332 -218.378756
[984,] 314.675687 236.415332
[985,] -70.575773 314.675687
[986,] 1425.146817 -70.575773
[987,] -169.038007 1425.146817
[988,] 837.479078 -169.038007
[989,] -29.058687 837.479078
[990,] -852.113538 -29.058687
[991,] 284.886462 -852.113538
[992,] -1023.189068 284.886462
[993,] 582.554609 -1023.189068
[994,] -894.575773 582.554609
[995,] 227.016843 -894.575773
[996,] -95.390949 227.016843
[997,] 255.810932 -95.390949
[998,] 132.630139 255.810932
[999,] 913.403548 132.630139
[1000,] -407.575773 913.403548
[1001,] -512.058687 -407.575773
[1002,] 153.403548 -512.058687
[1003,] 1079.016843 153.403548
[1004,] -284.189068 1079.016843
[1005,] -196.962477 -284.189068
[1006,] 28.146817 -196.962477
[1007,] -682.189068 28.146817
[1008,] -653.113538 -682.189068
[1009,] -256.058687 -653.113538
[1010,] -332.575773 -256.058687
[1011,] 70.479078 -332.575773
[1012,] -467.575773 70.479078
[1013,] 865.403548 -467.575773
[1014,] 441.424227 865.403548
[1015,] -41.500242 441.424227
[1016,] 411.479078 -41.500242
[1017,] -383.651303 411.479078
[1018,] -438.520922 -383.651303
[1019,] 50.886462 -438.520922
[1020,] -382.575773 50.886462
[1021,] -85.983157 -382.575773
[1022,] 256.961993 -85.983157
[1023,] 71.424227 256.961993
[1024,] 375.091966 71.424227
[1025,] 185.348697 375.091966
[1026,] -57.189068 185.348697
[1027,] -185.596452 -57.189068
[1028,] -85.113538 -185.596452
[1029,] 1003.016843 -85.113538
[1030,] 356.424227 1003.016843
[1031,] 284.886462 356.424227
[1032,] -98.575773 284.886462
[1033,] -461.445391 -98.575773
[1034,] 270.424227 -461.445391
[1035,] 568.886462 270.424227
[1036,] -369.113538 568.886462
[1037,] -108.596452 -369.113538
[1038,] 767.886462 -108.596452
[1039,] 374.146817 767.886462
[1040,] -220.445391 374.146817
[1041,] -99.651303 -220.445391
[1042,] 868.575289 -99.651303
[1043,] 128.424227 868.575289
[1044,] 1576.479078 128.424227
[1045,] 128.348697 1576.479078
[1046,] -200.058687 128.348697
[1047,] 396.941313 -200.058687
[1048,] 1193.961993 396.941313
[1049,] 28.886462 1193.961993
[1050,] 405.016843 28.886462
[1051,] -183.575773 405.016843
[1052,] 156.348697 -183.575773
[1053,] 54.554609 156.348697
[1054,] 242.424227 54.554609
[1055,] -22.983565 242.424227
[1056,] -94.521330 -22.983565
[1057,] 312.886462 -94.521330
[1058,] -297.651303 312.886462
[1059,] -455.058687 -297.651303
[1060,] -545.651303 -455.058687
[1061,] -362.575773 -545.651303
[1062,] -554.520922 -362.575773
[1063,] 795.886462 -554.520922
[1064,] 142.886462 795.886462
[1065,] 313.961993 142.886462
[1066,] 240.479078 313.961993
[1067,] 99.348697 240.479078
[1068,] 339.941313 99.348697
[1069,] -270.575773 339.941313
[1070,] 416.412443 -270.575773
[1071,] 47.282061 416.412443
[1072,] 247.357592 47.282061
[1073,] -536.125323 247.357592
[1074,] -235.642408 -536.125323
[1075,] -93.642408 -235.642408
[1076,] 74.336912 -93.642408
[1077,] -450.125323 74.336912
[1078,] -861.717939 -450.125323
[1079,] 611.874677 -861.717939
[1080,] 332.282061 611.874677
[1081,] -790.180173 332.282061
[1082,] -1022.180173 -790.180173
[1083,] -1013.823200 -1022.180173
[1084,] 133.357592 -1013.823200
[1085,] -706.125323 133.357592
[1086,] -222.255704 -706.125323
[1087,] 175.744296 -222.255704
[1088,] -415.793469 175.744296
[1089,] 306.819827 -415.793469
[1090,] 588.357592 306.819827
[1091,] -165.180173 588.357592
[1092,] 90.819827 -165.180173
[1093,] -108.104643 90.819827
[1094,] -448.898731 -108.104643
[1095,] -632.566877 -448.898731
[1096,] -394.255704 -632.566877
[1097,] 417.282061 -394.255704
[1098,] -604.642408 417.282061
[1099,] -804.717939 -604.642408
[1100,] -406.587557 -804.717939
[1101,] 48.357592 -406.587557
[1102,] -85.255704 48.357592
[1103,] -463.717939 -85.255704
[1104,] 46.336912 -463.717939
[1105,] 77.895357 46.336912
[1106,] -136.180173 77.895357
[1107,] 308.412443 -136.180173
[1108,] -99.663088 308.412443
[1109,] -104.663088 -99.663088
[1110,] -520.717939 -104.663088
[1111,] 729.282061 -520.717939
[1112,] 445.282061 729.282061
[1113,] 19.282061 445.282061
[1114,] -236.717939 19.282061
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 104.270413 -352.313152
2 845.423604 104.270413
3 240.091343 845.423604
4 391.423604 240.091343
5 -198.335156 391.423604
6 355.985321 -198.335156
7 -383.156845 355.985321
8 48.048659 -383.156845
9 247.048659 48.048659
10 -234.202801 247.048659
11 -989.202801 -234.202801
12 -151.223481 -989.202801
13 7.721669 -151.223481
14 379.444258 7.721669
15 196.776519 379.444258
16 139.982023 196.776519
17 197.314285 139.982023
18 -50.353862 197.314285
19 -461.685715 -50.353862
20 463.314285 -461.685715
21 -606.299011 463.314285
22 493.314285 -606.299011
23 -79.622378 493.314285
24 -349.752351 -79.622378
25 -174.214585 -349.752351
26 -297.622378 -174.214585
27 492.172119 -297.622378
28 -112.290524 492.172119
29 49.323180 -112.290524
30 -374.365647 49.323180
31 -297.622378 -374.365647
32 -79.752351 -297.622378
33 267.117268 -79.752351
34 -908.420497 267.117268
35 -175.290116 -908.420497
36 -283.084612 -175.290116
37 95.247649 -283.084612
38 130.322772 95.247649
39 -185.344967 130.322772
40 -884.420497 -185.344967
41 -692.697908 -884.420497
42 -700.827881 -692.697908
43 697.247241 -700.827881
44 319.579503 697.247241
45 27.172119 319.579503
46 -556.882732 27.172119
47 -899.827881 -556.882732
48 801.192799 -899.827881
49 756.785415 801.192799
50 -266.290116 756.785415
51 341.990918 -266.290116
52 601.192799 341.990918
53 259.117268 601.192799
54 201.785415 259.117268
55 -283.084612 201.785415
56 16.785415 -283.084612
57 849.730564 16.785415
58 -42.697908 849.730564
59 242.171710 -42.697908
60 -59.344967 242.171710
61 -78.807201 -59.344967
62 -1313.677228 -78.807201
63 -440.970048 -1313.677228
64 270.029952 -440.970048
65 -279.302309 270.029952
66 -140.487133 -279.302309
67 146.697691 -140.487133
68 -137.226779 146.697691
69 -234.743864 -137.226779
70 5.924283 -234.743864
71 -367.336072 5.924283
72 162.180605 -367.336072
73 361.180605 162.180605
74 -254.487133 361.180605
75 -142.432282 -254.487133
76 42.567718 -142.432282
77 -278.357160 42.567718
78 399.235456 -278.357160
79 -54.356752 399.235456
80 -109.667925 -54.356752
81 -332.894517 -109.667925
82 85.643248 -332.894517
83 768.512867 85.643248
84 346.924283 768.512867
85 -170.356752 346.924283
86 545.848752 -170.356752
87 -439.894517 545.848752
88 561.331667 -439.894517
89 418.105075 561.331667
90 85.567718 418.105075
91 -372.432282 85.567718
92 142.718779 -372.432282
93 1327.105075 142.718779
94 62.642840 1327.105075
95 298.029952 62.642840
96 199.235456 298.029952
97 -277.281629 199.235456
98 63.718371 -277.281629
99 419.105483 63.718371
100 -595.487133 419.105483
101 697.567718 -595.487133
102 -199.356752 697.567718
103 -837.970048 -199.356752
104 500.643248 -837.970048
105 -139.356752 500.643248
106 257.512867 -139.356752
107 -299.356752 257.512867
108 -249.743456 -299.356752
109 -134.356752 -249.743456
110 49.235456 -134.356752
111 -150.894925 49.235456
112 -145.281221 -150.894925
113 582.029952 -145.281221
114 -411.915605 582.029952
115 213.029952 -411.915605
116 260.697691 213.029952
117 -46.487133 260.697691
118 1494.407606 -46.487133
119 213.105483 1494.407606
120 -168.411602 213.105483
121 591.588398 -168.411602
122 630.848752 591.588398
123 473.235456 630.848752
124 -263.613483 473.235456
125 -779.743456 -263.613483
126 342.512867 -779.743456
127 -240.894517 342.512867
128 427.512867 -240.894517
129 -296.743456 427.512867
130 -575.894517 -296.743456
131 -521.281221 -575.894517
132 -648.970048 -521.281221
133 28.567718 -648.970048
134 -162.432282 28.567718
135 -85.432282 -162.432282
136 318.642840 -85.432282
137 120.643248 318.642840
138 20.105483 120.643248
139 -292.689013 20.105483
140 -152.432282 -292.689013
141 -169.487133 -152.432282
142 292.697691 -169.487133
143 540.643248 292.697691
144 71.975102 540.643248
145 -630.507813 71.975102
146 398.643248 -630.507813
147 28.643248 398.643248
148 73.050632 28.643248
149 885.773221 73.050632
150 -81.377840 885.773221
151 -1230.764544 -81.377840
152 -182.432282 -1230.764544
153 591.588398 -182.432282
154 -352.302309 591.588398
155 -126.818986 -352.302309
156 -312.432282 -126.818986
157 -604.819395 -312.432282
158 -108.226779 -604.819395
159 20.105075 -108.226779
160 -76.773595 20.105075
161 432.642840 -76.773595
162 -449.226779 432.642840
163 143.512867 -449.226779
164 99.105483 143.512867
165 -321.764544 99.105483
166 77.180605 -321.764544
167 264.105483 77.180605
168 -233.583499 264.105483
169 681.038848 -233.583499
170 336.093290 681.038848
171 -175.906710 336.093290
172 709.631055 -175.906710
173 292.479994 709.631055
174 -556.348265 292.479994
175 -349.091534 -556.348265
176 -165.498918 -349.091534
177 -335.423387 -165.498918
178 -71.016003 -335.423387
179 110.244351 -71.016003
180 -629.906710 110.244351
181 151.038848 -629.906710
182 -315.574448 151.038848
183 195.244351 -315.574448
184 -490.734561 195.244351
185 -74.217883 -490.734561
186 350.631055 -74.217883
187 -59.886030 350.631055
188 -442.886030 -59.886030
189 222.963317 -442.886030
190 161.908466 222.963317
191 -28.961152 161.908466
192 -447.680118 -28.961152
193 -758.961152 -447.680118
194 387.963317 -758.961152
195 19.908466 387.963317
196 717.521762 19.908466
197 -93.016003 717.521762
198 421.038848 -93.016003
199 -308.574448 421.038848
200 -86.906710 -308.574448
201 308.168821 -86.906710
202 462.576613 308.168821
203 -925.112214 462.576613
204 800.501082 -925.112214
205 389.038848 800.501082
206 -463.091534 389.038848
207 -536.906710 -463.091534
208 -200.498918 -536.906710
209 -212.498918 -200.498918
210 131.963317 -212.498918
211 -723.574448 131.963317
212 -258.574448 -723.574448
213 -384.444475 -258.574448
214 971.038848 -384.444475
215 -112.478238 971.038848
216 851.038848 -112.478238
217 -104.368945 851.038848
218 365.168821 -104.368945
219 -109.574448 365.168821
220 -45.112214 -109.574448
221 -52.574448 -45.112214
222 -1032.036683 -52.574448
223 593.038439 -1032.036683
224 -60.831179 593.038439
225 244.576613 -60.831179
226 -235.091534 244.576613
227 -251.574448 -235.091534
228 -108.961152 -251.574448
229 -39.036683 -108.961152
230 691.706586 -39.036683
231 -47.444475 691.706586
232 451.038439 -47.444475
233 247.038848 451.038439
234 109.168821 247.038848
235 58.470943 109.168821
236 345.501082 58.470943
237 -507.423387 345.501082
238 -6.036683 -507.423387
239 103.963317 -6.036683
240 -988.629299 103.963317
241 701.908466 -988.629299
242 -296.906710 701.908466
243 -274.293414 -296.906710
244 380.576205 -274.293414
245 -118.037091 380.576205
246 251.933178 -118.037091
247 389.114378 251.933178
248 -192.423387 389.114378
249 124.857647 -192.423387
250 -173.961561 124.857647
251 9.631055 -173.961561
252 -19.368945 9.631055
253 -230.368945 -19.368945
254 376.038848 -230.368945
255 42.706586 376.038848
256 146.425552 42.706586
257 -1002.885622 146.425552
258 -512.036683 -1002.885622
259 -388.831179 -512.036683
260 18.963317 -388.831179
261 -140.498918 18.963317
262 -38.498918 -140.498918
263 -413.961152 -38.498918
264 309.038439 -413.961152
265 269.631055 309.038439
266 104.908466 269.631055
267 -60.831179 104.908466
268 420.017759 -60.831179
269 -534.498918 420.017759
270 -180.036683 -534.498918
271 222.093290 -180.036683
272 707.576613 222.093290
273 -805.036683 707.576613
274 527.963317 -805.036683
275 942.501082 527.963317
276 95.395413 942.501082
277 -140.368945 95.395413
278 -187.755649 -140.368945
279 -541.574448 -187.755649
280 -33.831179 -541.574448
281 -860.574448 -33.831179
282 -372.961561 -860.574448
283 494.501082 -372.961561
284 242.434039 494.501082
285 18.304065 242.434039
286 168.358916 18.304065
287 400.026655 168.358916
288 108.896681 400.026655
289 435.434447 108.896681
290 107.821151 435.434447
291 -226.973345 107.821151
292 23.896681 -226.973345
293 -141.028196 23.896681
294 -318.178849 -141.028196
295 38.228535 -318.178849
296 479.841831 38.228535
297 -587.641084 479.841831
298 10.304065 -587.641084
299 236.358916 10.304065
300 -85.103319 236.358916
301 100.434039 -85.103319
302 236.358916 100.434039
303 -677.027788 236.358916
304 -160.490023 -677.027788
305 -454.641084 -160.490023
306 -330.490023 -454.641084
307 948.304065 -330.490023
308 436.304065 948.304065
309 21.434447 436.304065
310 350.358916 21.434447
311 -268.565961 350.358916
312 -411.641084 -268.565961
313 422.841831 -411.641084
314 -330.695935 422.841831
315 -161.641084 -330.695935
316 218.244195 -161.641084
317 433.358916 218.244195
318 -255.103727 433.358916
319 199.896273 -255.103727
320 323.304065 199.896273
321 639.358508 323.304065
322 128.358508 639.358508
323 76.168665 128.358508
324 181.304065 76.168665
325 265.434447 181.304065
326 293.358916 265.434447
327 -288.178849 293.358916
328 -189.641084 -288.178849
329 -156.511111 -189.641084
330 299.434039 -156.511111
331 607.304065 299.434039
332 408.379596 607.304065
333 -678.801604 408.379596
334 750.841831 -678.801604
335 -188.695935 750.841831
336 127.564420 -188.695935
337 43.715481 127.564420
338 -631.641084 43.715481
339 -1078.178849 -631.641084
340 -893.565961 -1078.178849
341 607.304065 -893.565961
342 -188.695935 607.304065
343 806.379596 -188.695935
344 -46.771465 806.379596
345 -458.158169 -46.771465
346 -672.641084 -458.158169
347 -225.103319 -672.641084
348 -329.620404 -225.103319
349 341.896273 -329.620404
350 -401.641084 341.896273
351 -29.716615 -401.641084
352 301.047743 -29.716615
353 1096.564420 301.047743
354 -609.565961 1096.564420
355 607.304065 -609.565961
356 -46.695935 607.304065
357 103.102185 -46.695935
358 -232.103319 103.102185
359 58.358916 -232.103319
360 -429.952257 58.358916
361 -553.641492 -429.952257
362 -301.695935 -553.641492
363 1034.379596 -301.695935
364 400.434447 1034.379596
365 -303.187900 400.434447
366 -358.695935 -303.187900
367 763.047743 -358.695935
368 -486.158169 763.047743
369 -386.695935 -486.158169
370 -153.057927 -386.695935
371 -1107.028196 -153.057927
372 -261.641084 -1107.028196
373 -59.339370 -261.641084
374 676.896681 -59.339370
375 -185.511111 676.896681
376 222.972212 -185.511111
377 -38.178849 222.972212
378 71.564420 -38.178849
379 448.821151 71.564420
380 -188.771465 448.821151
381 139.896681 -188.771465
382 -189.641084 139.896681
383 -301.695935 -189.641084
384 -416.641084 -301.695935
385 -33.103319 -416.641084
386 -274.565553 -33.103319
387 261.304065 -274.565553
388 73.488889 261.304065
389 -990.103319 73.488889
390 442.585100 -990.103319
391 -318.178849 442.585100
392 394.841831 -318.178849
393 -330.490023 394.841831
394 1134.304065 -330.490023
395 293.434447 1134.304065
396 16.564420 293.434447
397 166.766300 16.564420
398 -530.641084 166.766300
399 -983.695935 -530.641084
400 -46.695935 -983.695935
401 66.358916 -46.695935
402 -300.490023 66.358916
403 29.283385 -300.490023
404 -749.716615 29.283385
405 -316.233700 -749.716615
406 166.766300 -316.233700
407 43.488889 166.766300
408 -391.641084 43.488889
409 -173.435580 -391.641084
410 198.358916 -173.435580
411 179.283385 198.358916
412 -709.028196 179.283385
413 -333.187900 -709.028196
414 -772.103319 -333.187900
415 -801.254380 -772.103319
416 166.766300 -801.254380
417 -479.716615 166.766300
418 -569.931577 -479.716615
419 619.896681 -569.931577
420 -368.028196 619.896681
421 180.509977 -368.028196
422 -388.641084 180.509977
423 -98.565961 -388.641084
424 6.564420 -98.565961
425 -615.565553 6.564420
426 124.379596 -615.565553
427 53.841831 124.379596
428 236.564420 53.841831
429 635.304065 236.564420
430 294.228535 635.304065
431 -101.641084 294.228535
432 -17.695935 -101.641084
433 -833.771465 -17.695935
434 392.379596 -833.771465
435 -384.716615 392.379596
436 707.917361 -384.716615
437 142.896273 707.917361
438 -496.565961 142.896273
439 95.434447 -496.565961
440 -399.028196 95.434447
441 -126.284519 -399.028196
442 692.304065 -126.284519
443 632.379596 692.304065
444 548.358916 632.379596
445 -160.771465 548.358916
446 208.358916 -160.771465
447 236.358916 208.358916
448 -396.897815 236.358916
449 -552.565961 -396.897815
450 165.972212 -552.565961
451 34.896681 165.972212
452 -40.103319 34.896681
453 -275.103319 -40.103319
454 -430.233700 -275.103319
455 273.358916 -430.233700
456 507.766300 273.358916
457 -783.469343 507.766300
458 224.992892 -783.469343
459 -615.641084 224.992892
460 -742.158169 -615.641084
461 -515.233700 -742.158169
462 -572.233700 -515.233700
463 721.379596 -572.233700
464 81.841831 721.379596
465 366.564420 81.841831
466 209.304065 366.564420
467 -74.695935 209.304065
468 -808.565961 -74.695935
469 181.304065 -808.565961
470 10.304065 181.304065
471 -118.103319 10.304065
472 -825.952257 -118.103319
473 238.358916 -825.952257
474 335.896681 238.358916
475 -905.565961 335.896681
476 -387.490023 -905.565961
477 238.304065 -387.490023
478 -525.511111 238.304065
479 151.434447 -525.511111
480 834.304065 151.434447
481 788.358916 834.304065
482 -530.641084 788.358916
483 -188.695935 -530.641084
484 -93.435580 -188.695935
485 -1144.716615 -93.435580
486 -325.103319 -1144.716615
487 -14.511111 -325.103319
488 -670.620404 -14.511111
489 10.304065 -670.620404
490 127.488889 10.304065
491 -595.103319 127.488889
492 9.434447 -595.103319
493 91.434447 9.434447
494 264.358916 91.434447
495 -241.641084 264.358916
496 25.992892 -241.641084
497 148.358916 25.992892
498 664.304065 148.358916
499 151.434447 664.304065
500 -330.771465 151.434447
501 66.434447 -330.771465
502 57.026655 66.434447
503 85.026655 57.026655
504 -441.641084 85.026655
505 280.841831 -441.641084
506 152.304065 280.841831
507 306.821151 152.304065
508 264.358916 306.821151
509 323.745620 264.358916
510 151.564420 323.745620
511 -902.027788 151.564420
512 -299.973345 -902.027788
513 380.379596 -299.973345
514 365.841831 380.379596
515 550.304065 365.841831
516 -104.641084 550.304065
517 -431.178849 -104.641084
518 184.488889 -431.178849
519 -175.103319 184.488889
520 -74.771465 -175.103319
521 157.434039 -74.771465
522 10.304065 157.434039
523 95.304065 10.304065
524 101.509569 95.304065
525 -42.435580 101.509569
526 57.972212 -42.435580
527 -274.641084 57.972212
528 384.896681 -274.641084
529 356.509569 384.896681
530 -335.103319 356.509569
531 -525.103319 -335.103319
532 -607.233700 -525.103319
533 -131.695935 -607.233700
534 214.791012 -131.695935
535 549.358916 214.791012
536 -600.695935 549.358916
537 28.358916 -600.695935
538 -132.641084 28.358916
539 95.304065 -132.641084
540 975.358916 95.304065
541 93.564420 975.358916
542 -48.716615 93.564420
543 -713.158169 -48.716615
544 408.304065 -713.158169
545 536.917361 408.304065
546 338.358916 536.917361
547 -366.877135 338.358916
548 -245.490023 -366.877135
549 -199.725665 -245.490023
550 -244.695935 -199.725665
551 451.434447 -244.695935
552 421.821151 451.434447
553 791.841831 421.821151
554 439.488889 791.841831
555 -246.641084 439.488889
556 617.379596 -246.641084
557 169.951124 617.379596
558 -600.158169 169.951124
559 -46.695935 -600.158169
560 379.228535 -46.695935
561 238.304065 379.228535
562 504.896681 238.304065
563 243.434447 504.896681
564 -4.233700 243.434447
565 -8.952257 -4.233700
566 -461.565553 -8.952257
567 -301.620404 -461.565553
568 807.766300 -301.620404
569 279.766300 807.766300
570 -346.178849 279.766300
571 -410.360050 -346.178849
572 186.896681 -410.360050
573 -301.695935 186.896681
574 223.841831 -301.695935
575 39.379596 223.841831
576 610.841831 39.379596
577 28.026655 610.841831
578 524.304065 28.026655
579 287.434447 524.304065
580 -386.695935 287.434447
581 414.253246 -386.695935
582 -202.158169 414.253246
583 -296.414900 -202.158169
584 266.304065 -296.414900
585 246.564420 266.304065
586 356.434039 246.564420
587 -644.641084 356.434039
588 -354.565961 -644.641084
589 -856.725665 -354.565961
590 -34.178849 -856.725665
591 -202.952257 -34.178849
592 -74.695935 -202.952257
593 -467.620404 -74.695935
594 961.766300 -467.620404
595 223.841831 961.766300
596 -501.565553 223.841831
597 -869.695935 -501.565553
598 512.379596 -869.695935
599 513.253246 512.379596
600 408.304065 513.253246
601 414.896681 408.304065
602 -486.158169 414.896681
603 568.358916 -486.158169
604 -9.499074 568.358916
605 436.304065 -9.499074
606 214.715481 436.304065
607 284.102185 214.715481
608 136.896681 284.102185
609 -203.233700 136.896681
610 550.304065 -203.233700
611 471.434447 550.304065
612 439.639950 471.434447
613 -472.695935 439.639950
614 -48.716615 -472.695935
615 311.951124 -48.716615
616 -254.716615 311.951124
617 123.434447 -254.716615
618 84.896681 123.434447
619 -345.027788 84.896681
620 -352.027788 -345.027788
621 -268.565961 -352.027788
622 -386.695935 -268.565961
623 253.358916 -386.695935
624 133.488889 253.358916
625 806.304065 133.488889
626 -88.158169 806.304065
627 -61.103319 -88.158169
628 521.821151 -61.103319
629 324.455127 521.821151
630 67.304065 324.455127
631 -245.490023 67.304065
632 -259.233700 -245.490023
633 436.304065 -259.233700
634 -103.435580 436.304065
635 -381.360050 -103.435580
636 -497.284519 -381.360050
637 -228.952257 -497.284519
638 242.434039 -228.952257
639 520.358916 242.434039
640 -345.103319 520.358916
641 42.564420 -345.103319
642 364.304065 42.564420
643 -195.103319 364.304065
644 394.841831 -195.103319
645 -159.695935 394.841831
646 64.896681 -159.695935
647 -374.178849 64.896681
648 -46.695935 -374.178849
649 326.488889 -46.695935
650 -427.393812 326.488889
651 163.488889 -427.393812
652 436.304065 163.488889
653 412.564420 436.304065
654 295.379596 412.564420
655 321.358916 295.379596
656 705.896681 321.358916
657 -351.982396 705.896681
658 297.488889 -351.982396
659 -28.178849 297.488889
660 -195.565553 -28.178849
661 -46.695935 -195.565553
662 276.434447 -46.695935
663 209.304065 276.434447
664 -217.771465 209.304065
665 1150.026655 -217.771465
666 324.896681 1150.026655
667 184.488889 324.896681
668 364.896681 184.488889
669 693.661039 364.896681
670 -203.233700 693.661039
671 380.283385 -203.233700
672 292.379596 380.283385
673 335.896681 292.379596
674 522.304065 335.896681
675 -5.103319 522.304065
676 268.358916 -5.103319
677 -595.565961 268.358916
678 396.951124 -595.565961
679 166.821151 396.951124
680 -223.178849 166.821151
681 351.304065 -223.178849
682 -468.641492 351.304065
683 -345.511111 -468.641492
684 116.434447 -345.511111
685 577.358916 116.434447
686 -168.952666 577.358916
687 408.228535 -168.952666
688 151.358916 408.228535
689 40.455127 151.358916
690 -301.695935 40.455127
691 124.304065 -301.695935
692 -249.028196 124.304065
693 -18.641084 -249.028196
694 498.434039 -18.641084
695 -90.103319 498.434039
696 -189.641084 -90.103319
697 -102.695935 -189.641084
698 380.304065 -102.695935
699 512.896681 380.304065
700 -588.620404 512.896681
701 127.488889 -588.620404
702 -502.641084 127.488889
703 468.564420 -502.641084
704 -18.565553 468.564420
705 9.358916 -18.565553
706 1145.358916 9.358916
707 834.304065 1145.358916
708 692.304065 834.304065
709 -557.695935 692.304065
710 -555.876727 -557.695935
711 515.026655 -555.876727
712 -46.695935 515.026655
713 -1283.103319 -46.695935
714 28.026655 -1283.103319
715 -609.565961 28.026655
716 492.358916 -609.565961
717 1023.875593 492.358916
718 279.766300 1023.875593
719 479.841831 279.766300
720 -42.641492 479.841831
721 740.177716 -42.641492
722 -32.158169 740.177716
723 -615.565553 -32.158169
724 -37.284519 -615.565553
725 24.896681 -37.284519
726 -441.178849 24.896681
727 228.102185 -441.178849
728 -284.103319 228.102185
729 291.434447 -284.103319
730 -198.103727 291.434447
731 -415.771465 -198.103727
732 -246.716615 -415.771465
733 214.896681 -246.716615
734 365.841831 214.896681
735 148.358916 365.841831
736 283.488889 148.358916
737 -410.565961 283.488889
738 -288.309230 -410.565961
739 -799.233700 -288.309230
740 437.379596 -799.233700
741 -204.178849 437.379596
742 -530.641084 -204.178849
743 -663.048876 -530.641084
744 583.488889 -663.048876
745 -497.242751 583.488889
746 9.358916 -497.242751
747 -1465.565961 9.358916
748 -853.565553 -1465.565961
749 -1051.254380 -853.565553
750 321.434447 -1051.254380
751 1.434447 321.434447
752 -472.695935 1.434447
753 64.896681 -472.695935
754 -596.973345 64.896681
755 522.379596 -596.973345
756 -259.158169 522.379596
757 896.972212 -259.158169
758 449.896681 896.972212
759 24.841831 449.896681
760 -529.695935 24.841831
761 401.821151 -529.695935
762 -586.771465 401.821151
763 483.971804 -586.771465
764 66.358916 483.971804
765 -514.082639 66.358916
766 -265.027788 -514.082639
767 349.283385 -265.027788
768 153.379596 349.283385
769 389.639950 153.379596
770 -17.620404 389.639950
771 356.896681 -17.620404
772 -32.973345 356.896681
773 123.228535 -32.973345
774 170.896273 123.228535
775 -360.641084 170.896273
776 -429.158169 -360.641084
777 -232.178849 -429.158169
778 233.358916 -232.178849
779 663.434447 233.358916
780 383.564420 663.434447
781 67.304065 383.564420
782 -232.103319 67.304065
783 -46.414492 -232.103319
784 -492.037247 -46.414492
785 25.992892 -492.037247
786 -524.490431 25.992892
787 -360.263431 -524.490431
788 264.896681 -360.263431
789 -331.565553 264.896681
790 -104.641084 -331.565553
791 -103.565553 -104.641084
792 -303.641084 -103.565553
793 -271.469343 -303.641084
794 -211.565961 -271.469343
795 876.972212 -211.565961
796 173.304065 876.972212
797 -80.103319 173.304065
798 -557.490023 -80.103319
799 981.434447 -557.490023
800 -519.801604 981.434447
801 351.228535 -519.801604
802 119.896681 351.228535
803 -285.650135 119.896681
804 -642.695935 -285.650135
805 -273.771465 -642.695935
806 114.509977 -273.771465
807 -173.178849 114.509977
808 -666.565961 -173.178849
809 -1039.973345 -666.565961
810 -396.300335 -1039.973345
811 256.775195 -396.300335
812 298.367811 256.775195
813 -180.511267 298.367811
814 -326.707719 -180.511267
815 -832.632597 -326.707719
816 85.830046 -832.632597
817 -4.707719 85.830046
818 128.754515 -4.707719
819 -98.838101 128.754515
820 156.830046 -98.838101
821 -56.300335 156.830046
822 -397.169954 -56.300335
823 -534.170362 -397.169954
824 -71.783250 -534.170362
825 398.699665 -71.783250
826 45.422254 398.699665
827 -597.245485 45.422254
828 611.367811 -597.245485
829 858.754515 611.367811
830 12.216750 858.754515
831 71.292281 12.216750
832 -36.115512 71.292281
833 781.367811 -36.115512
834 326.292281 781.367811
835 -124.707719 326.292281
836 -76.124563 -124.707719
837 141.754515 -76.124563
838 43.161899 141.754515
839 -24.115512 43.161899
840 -276.039981 -24.115512
841 -1021.018893 -276.039981
842 -24.039981 -1021.018893
843 232.161899 -24.039981
844 112.754515 232.161899
845 226.754515 112.754515
846 141.830046 226.754515
847 -365.481128 141.830046
848 -339.224805 -365.481128
849 -568.245485 -339.224805
850 -399.707719 -568.245485
851 765.678985 -399.707719
852 -249.707719 765.678985
853 -239.577746 -249.707719
854 313.699665 -239.577746
855 -180.577746 313.699665
856 595.754515 -180.577746
857 -41.838101 595.754515
858 112.754515 -41.838101
859 -357.783250 112.754515
860 -341.245485 -357.783250
861 697.237430 -341.245485
862 113.830046 697.237430
863 -85.245485 113.830046
864 709.754515 -85.245485
865 72.161899 709.754515
866 165.584944 72.161899
867 368.754515 165.584944
868 -371.245485 368.754515
869 -57.245485 -371.245485
870 14.367811 -57.245485
871 511.830046 14.367811
872 254.754515 511.830046
873 -57.245485 254.754515
874 99.292281 -57.245485
875 -38.849886 99.292281
876 -207.904736 -38.849886
877 34.708560 -207.904736
878 -268.442502 34.708560
879 -222.442502 -268.442502
880 217.150114 -222.442502
881 388.150114 217.150114
882 469.150114 388.150114
883 361.095264 469.150114
884 -291.753675 361.095264
885 -105.849886 -291.753675
886 444.150114 -105.849886
887 -140.849886 444.150114
888 -349.904736 -140.849886
889 501.150114 -349.904736
890 673.019733 501.150114
891 617.170794 673.019733
892 132.225645 617.170794
893 -127.387651 132.225645
894 -236.849886 -127.387651
895 -1075.387651 -236.849886
896 -51.442502 -1075.387651
897 333.170794 -51.442502
898 -178.904736 333.170794
899 -591.442502 -178.904736
900 -53.753675 -591.442502
901 -477.774355 -53.753675
902 275.095264 -477.774355
903 396.280088 275.095264
904 -96.632345 396.280088
905 28.280088 -96.632345
906 80.280088 28.280088
907 133.095264 80.280088
908 119.095264 133.095264
909 59.150114 119.095264
910 742.687880 59.150114
911 -80.312120 742.687880
912 799.687880 -80.312120
913 -543.925416 799.687880
914 108.829890 -543.925416
915 -32.774355 108.829890
916 -150.904736 -32.774355
917 -38.849886 -150.904736
918 449.280088 -38.849886
919 -195.719912 449.280088
920 -833.849886 -195.719912
921 844.095264 -833.849886
922 -394.312120 844.095264
923 284.280088 -394.312120
924 503.095264 284.280088
925 1014.095264 503.095264
926 615.150114 1014.095264
927 251.225237 615.150114
928 -209.925416 251.225237
929 -337.387651 -209.925416
930 18.150114 -337.387651
931 -336.236590 18.150114
932 -347.644382 -336.236590
933 -193.442502 -347.644382
934 233.763410 -193.442502
935 -3.774763 233.763410
936 -407.849886 -3.774763
937 194.149706 -407.849886
938 -66.849886 194.149706
939 -263.904736 -66.849886
940 -647.291440 -263.904736
941 351.763002 -647.291440
942 -775.904736 351.763002
943 606.763002 -775.904736
944 161.095264 606.763002
945 -193.366971 161.095264
946 332.095264 -193.366971
947 -393.312120 332.095264
948 -9.774355 -393.312120
949 -74.698824 -9.774355
950 -365.849886 -74.698824
951 659.633029 -365.849886
952 147.633029 659.633029
953 547.225645 147.633029
954 307.355618 547.225645
955 -122.774355 307.355618
956 -4.312120 -122.774355
957 -80.312120 -4.312120
958 -131.509137 -80.312120
959 1003.545714 -131.509137
960 371.083479 1003.545714
961 1089.490863 371.083479
962 -384.324313 1089.490863
963 436.490863 -384.324313
964 -374.916521 436.490863
965 -112.774511 -374.916521
966 -273.509137 -112.774511
967 327.545714 -273.509137
968 -344.971372 327.545714
969 -671.433606 -344.971372
970 52.083479 -671.433606
971 -131.509137 52.083479
972 -658.046902 -131.509137
973 194.083479 -658.046902
974 422.234540 194.083479
975 110.028628 422.234540
976 -630.992052 110.028628
977 -629.840990 -630.992052
978 -3.971372 -629.840990
979 -76.454286 -3.971372
980 323.566394 -76.454286
981 8.470183 323.566394
982 -218.378756 8.470183
983 236.415332 -218.378756
984 314.675687 236.415332
985 -70.575773 314.675687
986 1425.146817 -70.575773
987 -169.038007 1425.146817
988 837.479078 -169.038007
989 -29.058687 837.479078
990 -852.113538 -29.058687
991 284.886462 -852.113538
992 -1023.189068 284.886462
993 582.554609 -1023.189068
994 -894.575773 582.554609
995 227.016843 -894.575773
996 -95.390949 227.016843
997 255.810932 -95.390949
998 132.630139 255.810932
999 913.403548 132.630139
1000 -407.575773 913.403548
1001 -512.058687 -407.575773
1002 153.403548 -512.058687
1003 1079.016843 153.403548
1004 -284.189068 1079.016843
1005 -196.962477 -284.189068
1006 28.146817 -196.962477
1007 -682.189068 28.146817
1008 -653.113538 -682.189068
1009 -256.058687 -653.113538
1010 -332.575773 -256.058687
1011 70.479078 -332.575773
1012 -467.575773 70.479078
1013 865.403548 -467.575773
1014 441.424227 865.403548
1015 -41.500242 441.424227
1016 411.479078 -41.500242
1017 -383.651303 411.479078
1018 -438.520922 -383.651303
1019 50.886462 -438.520922
1020 -382.575773 50.886462
1021 -85.983157 -382.575773
1022 256.961993 -85.983157
1023 71.424227 256.961993
1024 375.091966 71.424227
1025 185.348697 375.091966
1026 -57.189068 185.348697
1027 -185.596452 -57.189068
1028 -85.113538 -185.596452
1029 1003.016843 -85.113538
1030 356.424227 1003.016843
1031 284.886462 356.424227
1032 -98.575773 284.886462
1033 -461.445391 -98.575773
1034 270.424227 -461.445391
1035 568.886462 270.424227
1036 -369.113538 568.886462
1037 -108.596452 -369.113538
1038 767.886462 -108.596452
1039 374.146817 767.886462
1040 -220.445391 374.146817
1041 -99.651303 -220.445391
1042 868.575289 -99.651303
1043 128.424227 868.575289
1044 1576.479078 128.424227
1045 128.348697 1576.479078
1046 -200.058687 128.348697
1047 396.941313 -200.058687
1048 1193.961993 396.941313
1049 28.886462 1193.961993
1050 405.016843 28.886462
1051 -183.575773 405.016843
1052 156.348697 -183.575773
1053 54.554609 156.348697
1054 242.424227 54.554609
1055 -22.983565 242.424227
1056 -94.521330 -22.983565
1057 312.886462 -94.521330
1058 -297.651303 312.886462
1059 -455.058687 -297.651303
1060 -545.651303 -455.058687
1061 -362.575773 -545.651303
1062 -554.520922 -362.575773
1063 795.886462 -554.520922
1064 142.886462 795.886462
1065 313.961993 142.886462
1066 240.479078 313.961993
1067 99.348697 240.479078
1068 339.941313 99.348697
1069 -270.575773 339.941313
1070 416.412443 -270.575773
1071 47.282061 416.412443
1072 247.357592 47.282061
1073 -536.125323 247.357592
1074 -235.642408 -536.125323
1075 -93.642408 -235.642408
1076 74.336912 -93.642408
1077 -450.125323 74.336912
1078 -861.717939 -450.125323
1079 611.874677 -861.717939
1080 332.282061 611.874677
1081 -790.180173 332.282061
1082 -1022.180173 -790.180173
1083 -1013.823200 -1022.180173
1084 133.357592 -1013.823200
1085 -706.125323 133.357592
1086 -222.255704 -706.125323
1087 175.744296 -222.255704
1088 -415.793469 175.744296
1089 306.819827 -415.793469
1090 588.357592 306.819827
1091 -165.180173 588.357592
1092 90.819827 -165.180173
1093 -108.104643 90.819827
1094 -448.898731 -108.104643
1095 -632.566877 -448.898731
1096 -394.255704 -632.566877
1097 417.282061 -394.255704
1098 -604.642408 417.282061
1099 -804.717939 -604.642408
1100 -406.587557 -804.717939
1101 48.357592 -406.587557
1102 -85.255704 48.357592
1103 -463.717939 -85.255704
1104 46.336912 -463.717939
1105 77.895357 46.336912
1106 -136.180173 77.895357
1107 308.412443 -136.180173
1108 -99.663088 308.412443
1109 -104.663088 -99.663088
1110 -520.717939 -104.663088
1111 729.282061 -520.717939
1112 445.282061 729.282061
1113 19.282061 445.282061
1114 -236.717939 19.282061
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/75svx1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/8zqvi1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/9ojca1323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/www/rcomp/tmp/10ti261323863504.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/www/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/1179sx1323863504.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,mysum$coefficients[i,1])
+ a<-table.element(a, round(mysum$coefficients[i,2],6))
+ a<-table.element(a, round(mysum$coefficients[i,3],4))
+ a<-table.element(a, round(mysum$coefficients[i,4],6))
+ a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/12jq6f1323863504.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, sqrt(mysum$r.squared))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, mysum$r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, mysum$adj.r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[1])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[2])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[3])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, mysum$sigma)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, sum(myerror*myerror))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/134k301323863504.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,x[i])
+ a<-table.element(a,x[i]-mysum$resid[i])
+ a<-table.element(a,mysum$resid[i])
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/144m091323863504.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,gqarr[mypoint-kp3+1,1])
+ a<-table.element(a,gqarr[mypoint-kp3+1,2])
+ a<-table.element(a,gqarr[mypoint-kp3+1,3])
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/www/rcomp/tmp/15ev7d1323863504.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant1)
+ a<-table.element(a,numsignificant1/numgqtests)
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant5)
+ a<-table.element(a,numsignificant5/numgqtests)
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant10)
+ a<-table.element(a,numsignificant10/numgqtests)
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/www/rcomp/tmp/16l2wa1323863504.tab")
+ }
>
> try(system("convert tmp/1jyou1323863503.ps tmp/1jyou1323863503.png",intern=TRUE))
character(0)
> try(system("convert tmp/2m95r1323863504.ps tmp/2m95r1323863504.png",intern=TRUE))
character(0)
> try(system("convert tmp/3cp7m1323863504.ps tmp/3cp7m1323863504.png",intern=TRUE))
character(0)
> try(system("convert tmp/4p9x91323863504.ps tmp/4p9x91323863504.png",intern=TRUE))
character(0)
> try(system("convert tmp/5vedn1323863504.ps tmp/5vedn1323863504.png",intern=TRUE))
character(0)
> try(system("convert tmp/6wjjz1323863504.ps tmp/6wjjz1323863504.png",intern=TRUE))
character(0)
> try(system("convert tmp/75svx1323863504.ps tmp/75svx1323863504.png",intern=TRUE))
character(0)
> try(system("convert tmp/8zqvi1323863504.ps tmp/8zqvi1323863504.png",intern=TRUE))
character(0)
> try(system("convert tmp/9ojca1323863504.ps tmp/9ojca1323863504.png",intern=TRUE))
character(0)
> try(system("convert tmp/10ti261323863504.ps tmp/10ti261323863504.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
44.330 0.280 44.612