R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
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(350
+ ,1
+ ,1595
+ ,17
+ ,10
+ ,60720
+ ,319369
+ ,143
+ ,7022
+ ,75
+ ,0
+ ,61
+ ,0
+ ,5565
+ ,47
+ ,43
+ ,94355
+ ,493408
+ ,38
+ ,6243
+ ,53
+ ,39
+ ,287
+ ,0
+ ,601
+ ,6
+ ,5
+ ,60720
+ ,319210
+ ,144
+ ,19868
+ ,198
+ ,0
+ ,268
+ ,1
+ ,188
+ ,11
+ ,9
+ ,77655
+ ,381180
+ ,67
+ ,16471
+ ,964
+ ,0
+ ,25
+ ,1
+ ,7146
+ ,105
+ ,83
+ ,134028
+ ,297978
+ ,367
+ ,933
+ ,14
+ ,305
+ ,418
+ ,0
+ ,1135
+ ,17
+ ,20
+ ,62285
+ ,290476
+ ,384
+ ,5322
+ ,80
+ ,-9
+ ,392
+ ,1
+ ,450
+ ,8
+ ,6
+ ,59325
+ ,292136
+ ,380
+ ,11517
+ ,205
+ ,-1
+ ,131
+ ,1
+ ,34
+ ,8
+ ,7
+ ,60630
+ ,314353
+ ,309
+ ,14294
+ ,3340
+ ,0
+ ,316
+ ,1
+ ,133
+ ,14
+ ,4
+ ,65990
+ ,339445
+ ,109
+ ,9960
+ ,1052
+ ,0
+ ,347
+ ,1
+ ,119
+ ,6
+ ,3
+ ,59118
+ ,303677
+ ,354
+ ,17280
+ ,872
+ ,0
+ ,68
+ ,0
+ ,2053
+ ,53
+ ,44
+ ,100423
+ ,397144
+ ,60
+ ,3720
+ ,96
+ ,33
+ ,70
+ ,0
+ ,4036
+ ,63
+ ,85
+ ,100269
+ ,424898
+ ,53
+ ,3570
+ ,56
+ ,32
+ ,147
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,203
+ ,0
+ ,169
+ ,1
+ ,4655
+ ,393
+ ,55
+ ,60720
+ ,341570
+ ,105
+ ,360
+ ,30
+ ,0
+ ,248
+ ,1
+ ,131
+ ,11
+ ,15
+ ,61808
+ ,308989
+ ,338
+ ,9908
+ ,834
+ ,0
+ ,152
+ ,1
+ ,1766
+ ,73
+ ,46
+ ,60438
+ ,305959
+ ,349
+ ,1451
+ ,60
+ ,0
+ ,351
+ ,1
+ ,312
+ ,14
+ ,3
+ ,58598
+ ,318690
+ ,147
+ ,8478
+ ,381
+ ,0
+ ,372
+ ,1
+ ,448
+ ,40
+ ,7
+ ,59781
+ ,323361
+ ,132
+ ,3084
+ ,275
+ ,0
+ ,137
+ ,1
+ ,115
+ ,13
+ ,10
+ ,60945
+ ,318903
+ ,145
+ ,9146
+ ,1037
+ ,0
+ ,352
+ ,1
+ ,60
+ ,10
+ ,7
+ ,61124
+ ,314049
+ ,314
+ ,11405
+ ,1916
+ ,0
+ ,338
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,180
+ ,0
+ ,258
+ ,1
+ ,364
+ ,35
+ ,26
+ ,47705
+ ,298466
+ ,365
+ ,2813
+ ,271
+ ,0
+ ,343
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,183
+ ,0
+ ,398
+ ,0
+ ,1442
+ ,118
+ ,239
+ ,121173
+ ,438493
+ ,49
+ ,2021
+ ,165
+ ,-3
+ ,115
+ ,0
+ ,1389
+ ,9
+ ,6
+ ,57530
+ ,378049
+ ,71
+ ,19783
+ ,128
+ ,6
+ ,188
+ ,1
+ ,149
+ ,5
+ ,6
+ ,62041
+ ,313332
+ ,318
+ ,22666
+ ,761
+ ,0
+ ,379
+ ,1
+ ,2212
+ ,14
+ ,10
+ ,60720
+ ,319864
+ ,142
+ ,8562
+ ,54
+ ,0
+ ,48
+ ,0
+ ,7489
+ ,322
+ ,149
+ ,136996
+ ,430866
+ ,50
+ ,717
+ ,31
+ ,70
+ ,366
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,287
+ ,0
+ ,117
+ ,1
+ ,402
+ ,26
+ ,8
+ ,84990
+ ,332743
+ ,115
+ ,5106
+ ,330
+ ,5
+ ,412
+ ,0
+ ,7419
+ ,29
+ ,21
+ ,63255
+ ,286963
+ ,387
+ ,2999
+ ,12
+ ,-5
+ ,157
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,219
+ ,0
+ ,264
+ ,1
+ ,307
+ ,15
+ ,10
+ ,58856
+ ,331955
+ ,116
+ ,8797
+ ,430
+ ,0
+ ,54
+ ,0
+ ,1134
+ ,162
+ ,63
+ ,146216
+ ,527021
+ ,34
+ ,2019
+ ,288
+ ,58
+ ,64
+ ,0
+ ,7561
+ ,87
+ ,77
+ ,82425
+ ,364304
+ ,86
+ ,1889
+ ,22
+ ,37
+ ,113
+ ,1
+ ,5131
+ ,71
+ ,44
+ ,86111
+ ,292154
+ ,379
+ ,1298
+ ,18
+ ,9
+ ,148
+ ,1
+ ,9
+ ,6
+ ,7
+ ,60835
+ ,314987
+ ,300
+ ,19165
+ ,12458
+ ,0
+ ,425
+ ,1
+ ,2264
+ ,24
+ ,20
+ ,55174
+ ,272713
+ ,394
+ ,3030
+ ,32
+ ,-31
+ ,7
+ ,1
+ ,40949
+ ,481
+ ,263
+ ,129352
+ ,1398893
+ ,9
+ ,2493
+ ,29
+ ,2865
+ ,197
+ ,0
+ ,4980
+ ,91
+ ,89
+ ,113521
+ ,409642
+ ,55
+ ,2304
+ ,42
+ ,0
+ ,97
+ ,1
+ ,272
+ ,8
+ ,9
+ ,112995
+ ,429112
+ ,51
+ ,28639
+ ,844
+ ,14
+ ,168
+ ,1
+ ,757
+ ,19
+ ,18
+ ,45689
+ ,382712
+ ,66
+ ,9616
+ ,242
+ ,0
+ ,69
+ ,1
+ ,1424
+ ,94
+ ,73
+ ,131116
+ ,374943
+ ,77
+ ,1861
+ ,123
+ ,32
+ ,127
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,191
+ ,0
+ ,184
+ ,0
+ ,378
+ ,52
+ ,16
+ ,71873
+ ,297413
+ ,369
+ ,1873
+ ,258
+ ,0
+ ,401
+ ,1
+ ,1061
+ ,5
+ ,3
+ ,70415
+ ,304252
+ ,353
+ ,20850
+ ,98
+ ,-4
+ ,371
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,290
+ ,0
+ ,174
+ ,1
+ ,203
+ ,9
+ ,9
+ ,61938
+ ,309596
+ ,334
+ ,12177
+ ,541
+ ,0
+ ,46
+ ,0
+ ,3689
+ ,25
+ ,25
+ ,101792
+ ,377305
+ ,74
+ ,7092
+ ,48
+ ,74
+ ,90
+ ,1
+ ,567
+ ,11
+ ,14
+ ,103345
+ ,386212
+ ,65
+ ,16928
+ ,329
+ ,20
+ ,27
+ ,0
+ ,27664
+ ,282
+ ,236
+ ,74996
+ ,657954
+ ,24
+ ,1624
+ ,17
+ ,247
+ ,105
+ ,1
+ ,1686
+ ,40
+ ,28
+ ,68696
+ ,368186
+ ,81
+ ,4205
+ ,100
+ ,11
+ ,413
+ ,0
+ ,1164
+ ,17
+ ,15
+ ,57320
+ ,269753
+ ,395
+ ,4103
+ ,60
+ ,-6
+ ,26
+ ,1
+ ,15824
+ ,64
+ ,56
+ ,63838
+ ,585715
+ ,30
+ ,6027
+ ,24
+ ,284
+ ,16
+ ,1
+ ,6575
+ ,159
+ ,63
+ ,151352
+ ,1071292
+ ,11
+ ,5480
+ ,133
+ ,819
+ ,19
+ ,0
+ ,37597
+ ,248
+ ,234
+ ,37884
+ ,992426
+ ,12
+ ,3195
+ ,21
+ ,652
+ ,336
+ ,1
+ ,314
+ ,5
+ ,4
+ ,60720
+ ,315371
+ ,294
+ ,23074
+ ,367
+ ,0
+ ,110
+ ,0
+ ,1932
+ ,36
+ ,20
+ ,72954
+ ,249898
+ ,403
+ ,1386
+ ,26
+ ,10
+ ,86
+ ,0
+ ,5692
+ ,72
+ ,68
+ ,64239
+ ,357312
+ ,91
+ ,2185
+ ,28
+ ,22
+ ,294
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,257
+ ,0
+ ,322
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,177
+ ,0
+ ,94
+ ,0
+ ,6533
+ ,75
+ ,29
+ ,126910
+ ,364839
+ ,85
+ ,2198
+ ,25
+ ,16
+ ,400
+ ,0
+ ,2126
+ ,138
+ ,41
+ ,21001
+ ,230621
+ ,413
+ ,222
+ ,14
+ ,-3
+ ,150
+ ,1
+ ,14
+ ,1
+ ,0
+ ,61016
+ ,315877
+ ,161
+ ,115877
+ ,8041
+ ,0
+ ,107
+ ,0
+ ,3192
+ ,60
+ ,48
+ ,59831
+ ,125390
+ ,427
+ ,-1243
+ ,-23
+ ,10
+ ,166
+ ,1
+ ,47
+ ,3
+ ,1
+ ,60720
+ ,314882
+ ,305
+ ,38294
+ ,2432
+ ,0
+ ,47
+ ,0
+ ,4891
+ ,217
+ ,49
+ ,210568
+ ,370837
+ ,79
+ ,787
+ ,35
+ ,73
+ ,182
+ ,0
+ ,531
+ ,10
+ ,11
+ ,71641
+ ,330068
+ ,120
+ ,13007
+ ,245
+ ,0
+ ,245
+ ,1
+ ,2332
+ ,4
+ ,2
+ ,72680
+ ,324385
+ ,131
+ ,31096
+ ,53
+ ,0
+ ,330
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,277
+ ,0
+ ,10
+ ,0
+ ,16275
+ ,109
+ ,129
+ ,47818
+ ,1443586
+ ,7
+ ,11409
+ ,76
+ ,1974
+ ,429
+ ,1
+ ,9252
+ ,48
+ ,32
+ ,79510
+ ,253537
+ ,401
+ ,1115
+ ,6
+ ,-129
+ ,2
+ ,0
+ ,29790
+ ,309
+ ,444
+ ,81767
+ ,4321023
+ ,2
+ ,13337
+ ,138
+ ,28328
+ ,235
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,204
+ ,0
+ ,187
+ ,0
+ ,2300
+ ,29
+ ,23
+ ,64873
+ ,352108
+ ,97
+ ,5245
+ ,66
+ ,0
+ ,213
+ ,1
+ ,267
+ ,32
+ ,11
+ ,57640
+ ,330059
+ ,121
+ ,4064
+ ,487
+ ,0
+ ,296
+ ,0
+ ,382
+ ,21
+ ,9
+ ,59365
+ ,340968
+ ,107
+ ,6713
+ ,369
+ ,0
+ ,218
+ ,1
+ ,397
+ ,28
+ ,7
+ ,60646
+ ,317736
+ ,152
+ ,4205
+ ,297
+ ,0
+ ,28
+ ,1
+ ,11920
+ ,182
+ ,73
+ ,31080
+ ,209458
+ ,419
+ ,52
+ ,1
+ ,238
+ ,5
+ ,0
+ ,54660
+ ,302
+ ,315
+ ,126942
+ ,1491348
+ ,6
+ ,4276
+ ,24
+ ,3040
+ ,138
+ ,1
+ ,5
+ ,2
+ ,1
+ ,60720
+ ,314887
+ ,304
+ ,57443
+ ,24814
+ ,0
+ ,163
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,218
+ ,0
+ ,219
+ ,1
+ ,0
+ ,0
+ ,2
+ ,60720
+ ,315380
+ ,199
+ ,0
+ ,125
+ ,0
+ ,2647
+ ,37
+ ,17
+ ,62920
+ ,353058
+ ,95
+ ,4137
+ ,58
+ ,1
+ ,216
+ ,1
+ ,0
+ ,0
+ ,2
+ ,60720
+ ,315380
+ ,201
+ ,0
+ ,196
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,263
+ ,0
+ ,128
+ ,1
+ ,94
+ ,7
+ ,10
+ ,60793
+ ,314533
+ ,308
+ ,16362
+ ,1212
+ ,0
+ ,223
+ ,1
+ ,3
+ ,2
+ ,1
+ ,60698
+ ,315354
+ ,296
+ ,57677
+ ,36505
+ ,0
+ ,165
+ ,1
+ ,454
+ ,51
+ ,24
+ ,63261
+ ,302187
+ ,357
+ ,2004
+ ,225
+ ,0
+ ,373
+ ,1
+ ,227
+ ,9
+ ,7
+ ,76644
+ ,336639
+ ,110
+ ,15182
+ ,603
+ ,0
+ ,324
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,245
+ ,0
+ ,251
+ ,1
+ ,206
+ ,9
+ ,9
+ ,53110
+ ,296702
+ ,372
+ ,10745
+ ,469
+ ,0
+ ,11
+ ,1
+ ,25830
+ ,115
+ ,104
+ ,245546
+ ,1073089
+ ,10
+ ,7592
+ ,34
+ ,1910
+ ,62
+ ,1
+ ,1528
+ ,38
+ ,32
+ ,60326
+ ,146494
+ ,426
+ ,-1408
+ ,-35
+ ,38
+ ,149
+ ,1
+ ,271
+ ,2
+ ,2
+ ,60720
+ ,325249
+ ,129
+ ,62625
+ ,463
+ ,0
+ ,270
+ ,1
+ ,138
+ ,6
+ ,26
+ ,69817
+ ,331420
+ ,117
+ ,21903
+ ,954
+ ,0
+ ,171
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,211
+ ,0
+ ,226
+ ,1
+ ,278
+ ,26
+ ,22
+ ,61404
+ ,314922
+ ,302
+ ,4420
+ ,413
+ ,0
+ ,276
+ ,1
+ ,282
+ ,30
+ ,12
+ ,62452
+ ,320016
+ ,141
+ ,4001
+ ,425
+ ,0
+ ,383
+ ,1
+ ,571
+ ,80
+ ,14
+ ,41477
+ ,280398
+ ,390
+ ,1005
+ ,141
+ ,0
+ ,93
+ ,1
+ ,2253
+ ,99
+ ,68
+ ,63593
+ ,452469
+ ,43
+ ,2550
+ ,112
+ ,17
+ ,302
+ ,1
+ ,290
+ ,2
+ ,1
+ ,58790
+ ,301164
+ ,360
+ ,50582
+ ,348
+ ,0
+ ,385
+ ,1
+ ,78
+ ,16
+ ,12
+ ,62700
+ ,317330
+ ,154
+ ,7333
+ ,1511
+ ,0
+ ,225
+ ,1
+ ,20
+ ,2
+ ,1
+ ,60805
+ ,315576
+ ,169
+ ,57788
+ ,5924
+ ,0
+ ,275
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,284
+ ,0
+ ,431
+ ,1
+ ,18073
+ ,180
+ ,69
+ ,27284
+ ,-7170
+ ,429
+ ,-1151
+ ,-11
+ ,-366
+ ,220
+ ,1
+ ,1866
+ ,29
+ ,28
+ ,56225
+ ,322331
+ ,135
+ ,4218
+ ,66
+ ,0
+ ,6
+ ,0
+ ,42634
+ ,156
+ ,168
+ ,157214
+ ,1629616
+ ,5
+ ,9164
+ ,34
+ ,2964
+ ,290
+ ,1
+ ,249
+ ,62
+ ,13
+ ,54323
+ ,292754
+ ,378
+ ,1496
+ ,373
+ ,0
+ ,129
+ ,1
+ ,422
+ ,28
+ ,23
+ ,57935
+ ,318056
+ ,150
+ ,4216
+ ,280
+ ,0
+ ,65
+ ,1
+ ,2675
+ ,79
+ ,54
+ ,59017
+ ,355178
+ ,93
+ ,1964
+ ,58
+ ,36
+ ,416
+ ,1
+ ,965
+ ,3
+ ,2
+ ,73490
+ ,204325
+ ,421
+ ,1442
+ ,4
+ ,-8
+ ,299
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,224
+ ,0
+ ,407
+ ,1
+ ,621
+ ,16
+ ,11
+ ,68005
+ ,317046
+ ,156
+ ,7315
+ ,188
+ ,-5
+ ,252
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,240
+ ,0
+ ,257
+ ,1
+ ,365
+ ,8
+ ,7
+ ,54820
+ ,309560
+ ,335
+ ,13695
+ ,300
+ ,0
+ ,63
+ ,0
+ ,3122
+ ,34
+ ,25
+ ,94670
+ ,414462
+ ,54
+ ,6308
+ ,69
+ ,38
+ ,21
+ ,0
+ ,12988
+ ,119
+ ,73
+ ,82340
+ ,857217
+ ,16
+ ,5523
+ ,51
+ ,601
+ ,38
+ ,0
+ ,5336
+ ,81
+ ,80
+ ,112477
+ ,697458
+ ,22
+ ,6141
+ ,93
+ ,132
+ ,51
+ ,0
+ ,3160
+ ,108
+ ,90
+ ,108094
+ ,530670
+ ,33
+ ,3062
+ ,105
+ ,66
+ ,386
+ ,1
+ ,2489
+ ,40
+ ,29
+ ,67804
+ ,238125
+ ,408
+ ,953
+ ,15
+ ,0
+ ,325
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,273
+ ,0
+ ,33
+ ,0
+ ,6984
+ ,45
+ ,40
+ ,80570
+ ,741409
+ ,19
+ ,12031
+ ,78
+ ,195
+ ,91
+ ,1
+ ,2001
+ ,52
+ ,36
+ ,95551
+ ,393343
+ ,62
+ ,3718
+ ,97
+ ,19
+ ,430
+ ,1
+ ,15236
+ ,90
+ ,86
+ ,77440
+ ,372631
+ ,78
+ ,1918
+ ,11
+ ,-158
+ ,259
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,239
+ ,0
+ ,382
+ ,1
+ ,530
+ ,60
+ ,18
+ ,73433
+ ,317291
+ ,155
+ ,1955
+ ,221
+ ,0
+ ,369
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,292
+ ,0
+ ,428
+ ,1
+ ,35624
+ ,223
+ ,244
+ ,157278
+ ,306275
+ ,347
+ ,477
+ ,3
+ ,-70
+ ,100
+ ,0
+ ,1383
+ ,11
+ ,9
+ ,73221
+ ,317892
+ ,151
+ ,10717
+ ,85
+ ,13
+ ,122
+ ,1
+ ,875
+ ,14
+ ,12
+ ,67000
+ ,334280
+ ,112
+ ,9591
+ ,153
+ ,3
+ ,198
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,259
+ ,0
+ ,289
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,254
+ ,0
+ ,307
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,222
+ ,0
+ ,389
+ ,1
+ ,72
+ ,3
+ ,3
+ ,60398
+ ,314210
+ ,312
+ ,38070
+ ,1591
+ ,0
+ ,210
+ ,0
+ ,265
+ ,31
+ ,3
+ ,60720
+ ,306948
+ ,346
+ ,3450
+ ,404
+ ,194
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,186
+ ,0
+ ,277
+ ,1
+ ,335
+ ,33
+ ,23
+ ,64175
+ ,320398
+ ,140
+ ,3648
+ ,359
+ ,0
+ ,298
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,230
+ ,0
+ ,356
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,269
+ ,0
+ ,43
+ ,1
+ ,4525
+ ,226
+ ,89
+ ,93811
+ ,501749
+ ,37
+ ,1335
+ ,67
+ ,101
+ ,71
+ ,0
+ ,3045
+ ,58
+ ,49
+ ,27330
+ ,202055
+ ,422
+ ,35
+ ,1
+ ,31
+ ,133
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,196
+ ,0
+ ,212
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,206
+ ,0
+ ,186
+ ,0
+ ,638
+ ,14
+ ,11
+ ,60370
+ ,333210
+ ,114
+ ,9515
+ ,209
+ ,0
+ ,262
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,283
+ ,0
+ ,378
+ ,1
+ ,607
+ ,11
+ ,7
+ ,60436
+ ,322340
+ ,134
+ ,11122
+ ,201
+ ,0
+ ,132
+ ,1
+ ,1558
+ ,63
+ ,25
+ ,55637
+ ,369448
+ ,80
+ ,2690
+ ,109
+ ,0
+ ,279
+ ,0
+ ,1324
+ ,117
+ ,29
+ ,67440
+ ,291841
+ ,381
+ ,785
+ ,69
+ ,0
+ ,376
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,280
+ ,0
+ ,267
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,282
+ ,0
+ ,403
+ ,1
+ ,611
+ ,8
+ ,6
+ ,59190
+ ,296919
+ ,371
+ ,12115
+ ,159
+ ,-4
+ ,303
+ ,1
+ ,0
+ ,0
+ ,1
+ ,60720
+ ,315380
+ ,225
+ ,0
+ ,388
+ ,1
+ ,923
+ ,8
+ ,6
+ ,58620
+ ,309038
+ ,337
+ ,13630
+ ,118
+ ,0
+ ,420
+ ,1
+ ,661
+ ,3
+ ,1
+ ,65920
+ ,246541
+ ,405
+ ,15514
+ ,70
+ ,-12
+ ,114
+ ,0
+ ,2397
+ ,14
+ ,13
+ ,74020
+ ,289513
+ ,385
+ ,6394
+ ,37
+ ,6
+ ,305
+ ,1
+ ,366
+ ,53
+ ,14
+ ,61808
+ ,344425
+ ,101
+ ,2725
+ ,394
+ ,0
+ ,346
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,181
+ ,0
+ ,354
+ ,1
+ ,135
+ ,2
+ ,1
+ ,62065
+ ,314210
+ ,311
+ ,57105
+ ,847
+ ,0
+ ,124
+ ,0
+ ,1659
+ ,29
+ ,25
+ ,107577
+ ,480382
+ ,40
+ ,9668
+ ,169
+ ,2
+ ,136
+ ,1
+ ,316
+ ,9
+ ,4
+ ,60505
+ ,315009
+ ,299
+ ,12779
+ ,364
+ ,0
+ ,130
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,197
+ ,0
+ ,146
+ ,1
+ ,309
+ ,11
+ ,9
+ ,56535
+ ,312878
+ ,322
+ ,10262
+ ,365
+ ,0
+ ,314
+ ,0
+ ,49
+ ,8
+ ,14
+ ,64107
+ ,322031
+ ,137
+ ,15254
+ ,2500
+ ,0
+ ,241
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,200
+ ,0
+ ,34
+ ,0
+ ,4519
+ ,49
+ ,42
+ ,102129
+ ,597793
+ ,29
+ ,8118
+ ,88
+ ,163
+ ,384
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,267
+ ,0
+ ,120
+ ,1
+ ,837
+ ,69
+ ,21
+ ,61262
+ ,315688
+ ,165
+ ,1677
+ ,138
+ ,4
+ ,72
+ ,1
+ ,5119
+ ,49
+ ,38
+ ,39039
+ ,378525
+ ,69
+ ,3643
+ ,35
+ ,31
+ ,79
+ ,1
+ ,1280
+ ,117
+ ,52
+ ,69465
+ ,312378
+ ,326
+ ,960
+ ,88
+ ,26
+ ,99
+ ,1
+ ,2564
+ ,22
+ ,19
+ ,130140
+ ,403560
+ ,59
+ ,9253
+ ,79
+ ,13
+ ,108
+ ,0
+ ,2045
+ ,20
+ ,16
+ ,97890
+ ,510834
+ ,36
+ ,15542
+ ,152
+ ,10
+ ,119
+ ,0
+ ,2234
+ ,16
+ ,11
+ ,77200
+ ,214215
+ ,418
+ ,888
+ ,6
+ ,5
+ ,102
+ ,1
+ ,975
+ ,23
+ ,19
+ ,90534
+ ,235133
+ ,410
+ ,1528
+ ,36
+ ,13
+ ,209
+ ,0
+ ,1136
+ ,32
+ ,26
+ ,48522
+ ,343613
+ ,103
+ ,4488
+ ,126
+ ,0
+ ,293
+ ,1
+ ,453
+ ,21
+ ,19
+ ,81125
+ ,365959
+ ,84
+ ,7903
+ ,366
+ ,0
+ ,211
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,210
+ ,0
+ ,227
+ ,1
+ ,61
+ ,14
+ ,9
+ ,60720
+ ,314551
+ ,307
+ ,8182
+ ,1874
+ ,0
+ ,234
+ ,1
+ ,368
+ ,17
+ ,13
+ ,61686
+ ,303230
+ ,355
+ ,6072
+ ,281
+ ,0
+ ,247
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,233
+ ,0
+ ,49
+ ,1
+ ,4901
+ ,84
+ ,58
+ ,121920
+ ,469107
+ ,41
+ ,3204
+ ,55
+ ,67
+ ,88
+ ,1
+ ,540
+ ,14
+ ,13
+ ,103960
+ ,354228
+ ,94
+ ,11016
+ ,286
+ ,22
+ ,329
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,253
+ ,0
+ ,160
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,213
+ ,0
+ ,271
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,286
+ ,0
+ ,306
+ ,1
+ ,2
+ ,9
+ ,12
+ ,60735
+ ,315394
+ ,174
+ ,12822
+ ,63057
+ ,0
+ ,172
+ ,1
+ ,36
+ ,4
+ ,3
+ ,61564
+ ,312412
+ ,325
+ ,28103
+ ,3146
+ ,0
+ ,402
+ ,1
+ ,776
+ ,9
+ ,8
+ ,64230
+ ,333505
+ ,113
+ ,14834
+ ,172
+ ,-4
+ ,4
+ ,1
+ ,84738
+ ,588
+ ,428
+ ,-26007
+ ,223193
+ ,415
+ ,39
+ ,0
+ ,4145
+ ,156
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,217
+ ,0
+ ,315
+ ,1
+ ,3
+ ,4
+ ,8
+ ,60761
+ ,315656
+ ,167
+ ,28914
+ ,37920
+ ,0
+ ,399
+ ,1
+ ,529
+ ,9
+ ,7
+ ,63870
+ ,296261
+ ,374
+ ,10696
+ ,182
+ ,-3
+ ,381
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,264
+ ,0
+ ,159
+ ,1
+ ,405
+ ,7
+ ,5
+ ,60845
+ ,336425
+ ,111
+ ,19489
+ ,337
+ ,0
+ ,181
+ ,1
+ ,972
+ ,34
+ ,19
+ ,71642
+ ,359335
+ ,87
+ ,4686
+ ,164
+ ,0
+ ,278
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,232
+ ,0
+ ,89
+ ,1
+ ,2099
+ ,64
+ ,45
+ ,106611
+ ,308636
+ ,339
+ ,1697
+ ,52
+ ,20
+ ,112
+ ,0
+ ,3437
+ ,47
+ ,33
+ ,48022
+ ,158492
+ ,425
+ ,-883
+ ,-12
+ ,9
+ ,201
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,243
+ ,0
+ ,344
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,182
+ ,0
+ ,22
+ ,0
+ ,22330
+ ,84
+ ,67
+ ,79801
+ ,711969
+ ,20
+ ,6095
+ ,23
+ ,446
+ ,291
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,258
+ ,0
+ ,269
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,221
+ ,0
+ ,164
+ ,1
+ ,483
+ ,27
+ ,7
+ ,60830
+ ,306268
+ ,348
+ ,3936
+ ,220
+ ,0
+ ,358
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,279
+ ,0
+ ,118
+ ,1
+ ,2239
+ ,21
+ ,17
+ ,88590
+ ,442882
+ ,47
+ ,11566
+ ,108
+ ,5
+ ,92
+ ,0
+ ,2949
+ ,41
+ ,40
+ ,82903
+ ,378509
+ ,70
+ ,4354
+ ,61
+ ,18
+ ,300
+ ,1
+ ,0
+ ,0
+ ,9
+ ,60720
+ ,315380
+ ,223
+ ,0
+ ,312
+ ,1
+ ,365
+ ,83
+ ,32
+ ,87192
+ ,346611
+ ,99
+ ,1766
+ ,402
+ ,0
+ ,183
+ ,1
+ ,2461
+ ,57
+ ,25
+ ,55792
+ ,314289
+ ,310
+ ,2005
+ ,46
+ ,0
+ ,18
+ ,0
+ ,21950
+ ,519
+ ,265
+ ,114337
+ ,856956
+ ,17
+ ,1266
+ ,30
+ ,745
+ ,126
+ ,0
+ ,3294
+ ,23
+ ,23
+ ,75832
+ ,217193
+ ,416
+ ,748
+ ,5
+ ,1
+ ,193
+ ,1
+ ,141
+ ,6
+ ,7
+ ,61630
+ ,315366
+ ,295
+ ,19228
+ ,819
+ ,0
+ ,390
+ ,1
+ ,572
+ ,16
+ ,8
+ ,58580
+ ,307930
+ ,342
+ ,6746
+ ,189
+ ,-1
+ ,23
+ ,1
+ ,13326
+ ,102
+ ,103
+ ,165548
+ ,702380
+ ,21
+ ,4925
+ ,38
+ ,436
+ ,50
+ ,1
+ ,2284
+ ,33
+ ,41
+ ,76403
+ ,194493
+ ,423
+ ,-167
+ ,-2
+ ,66
+ ,206
+ ,0
+ ,10
+ ,2
+ ,5
+ ,61656
+ ,316155
+ ,160
+ ,58077
+ ,11639
+ ,0
+ ,162
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,207
+ ,0
+ ,98
+ ,0
+ ,1414
+ ,198
+ ,22
+ ,70184
+ ,330546
+ ,119
+ ,659
+ ,92
+ ,13
+ ,75
+ ,1
+ ,1975
+ ,35
+ ,34
+ ,118881
+ ,394510
+ ,61
+ ,5557
+ ,98
+ ,30
+ ,134
+ ,1
+ ,43
+ ,3
+ ,20
+ ,60887
+ ,312846
+ ,323
+ ,37615
+ ,2613
+ ,0
+ ,180
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,190
+ ,0
+ ,337
+ ,1
+ ,844
+ ,78
+ ,20
+ ,60925
+ ,296139
+ ,375
+ ,1233
+ ,114
+ ,0
+ ,341
+ ,1
+ ,304
+ ,15
+ ,12
+ ,62969
+ ,295580
+ ,376
+ ,6372
+ ,314
+ ,0
+ ,154
+ ,1
+ ,458
+ ,11
+ ,7
+ ,58625
+ ,297765
+ ,368
+ ,8888
+ ,213
+ ,0
+ ,36
+ ,1
+ ,18562
+ ,155
+ ,211
+ ,102313
+ ,377934
+ ,72
+ ,1148
+ ,10
+ ,143
+ ,192
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,179
+ ,0
+ ,17
+ ,1
+ ,7123
+ ,109
+ ,102
+ ,288170
+ ,638830
+ ,28
+ ,4026
+ ,62
+ ,769
+ ,254
+ ,1
+ ,622
+ ,73
+ ,38
+ ,73007
+ ,304376
+ ,352
+ ,1430
+ ,168
+ ,0
+ ,374
+ ,1
+ ,174
+ ,1
+ ,3
+ ,64820
+ ,307424
+ ,344
+ ,107424
+ ,618
+ ,0
+ ,35
+ ,1
+ ,2220
+ ,22
+ ,12
+ ,301670
+ ,644190
+ ,26
+ ,20190
+ ,200
+ ,154
+ ,377
+ ,1
+ ,121
+ ,24
+ ,11
+ ,56178
+ ,295370
+ ,377
+ ,3974
+ ,788
+ ,0
+ ,32
+ ,0
+ ,11819
+ ,85
+ ,70
+ ,106113
+ ,574339
+ ,31
+ ,4404
+ ,32
+ ,199
+ ,260
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,235
+ ,0
+ ,274
+ ,1
+ ,125
+ ,12
+ ,19
+ ,60798
+ ,310201
+ ,332
+ ,9183
+ ,883
+ ,0
+ ,406
+ ,1
+ ,1182
+ ,13
+ ,11
+ ,70694
+ ,327007
+ ,124
+ ,9770
+ ,107
+ ,-5
+ ,116
+ ,1
+ ,1503
+ ,39
+ ,35
+ ,56364
+ ,343466
+ ,104
+ ,3679
+ ,95
+ ,6
+ ,320
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,274
+ ,0
+ ,367
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,248
+ ,0
+ ,288
+ ,1
+ ,30
+ ,4
+ ,3
+ ,62045
+ ,318098
+ ,149
+ ,29525
+ ,3912
+ ,0
+ ,414
+ ,0
+ ,3310
+ ,33
+ ,32
+ ,75230
+ ,448243
+ ,44
+ ,7523
+ ,75
+ ,-6
+ ,74
+ ,1
+ ,554
+ ,11
+ ,9
+ ,79285
+ ,325738
+ ,125
+ ,11431
+ ,227
+ ,30
+ ,250
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,234
+ ,0
+ ,224
+ ,1
+ ,468
+ ,21
+ ,20
+ ,60720
+ ,312161
+ ,328
+ ,5341
+ ,239
+ ,0
+ ,397
+ ,1
+ ,4917
+ ,42
+ ,26
+ ,52811
+ ,243650
+ ,406
+ ,1039
+ ,9
+ ,-3
+ ,417
+ ,1
+ ,3256
+ ,66
+ ,23
+ ,35250
+ ,407159
+ ,57
+ ,3139
+ ,64
+ ,-8
+ ,323
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,185
+ ,0
+ ,340
+ ,1
+ ,125
+ ,13
+ ,10
+ ,59734
+ ,317698
+ ,153
+ ,9054
+ ,944
+ ,0
+ ,239
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,195
+ ,0
+ ,326
+ ,1
+ ,22
+ ,2
+ ,1
+ ,60722
+ ,312502
+ ,324
+ ,56251
+ ,5154
+ ,0
+ ,261
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,262
+ ,0
+ ,357
+ ,1
+ ,514
+ ,52
+ ,15
+ ,78780
+ ,322378
+ ,133
+ ,2353
+ ,238
+ ,0
+ ,313
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,226
+ ,0
+ ,360
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,270
+ ,0
+ ,272
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,285
+ ,0
+ ,333
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,276
+ ,0
+ ,355
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,272
+ ,0
+ ,362
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,268
+ ,0
+ ,37
+ ,1
+ ,10327
+ ,91
+ ,74
+ ,88577
+ ,640273
+ ,27
+ ,4838
+ ,43
+ ,135
+ ,42
+ ,1
+ ,13718
+ ,61
+ ,56
+ ,96448
+ ,345783
+ ,100
+ ,2390
+ ,11
+ ,104
+ ,57
+ ,1
+ ,3748
+ ,9
+ ,6
+ ,50350
+ ,652925
+ ,25
+ ,50325
+ ,121
+ ,53
+ ,30
+ ,1
+ ,14416
+ ,361
+ ,139
+ ,49857
+ ,439798
+ ,48
+ ,664
+ ,17
+ ,220
+ ,404
+ ,0
+ ,1526
+ ,25
+ ,21
+ ,69351
+ ,278990
+ ,391
+ ,3160
+ ,52
+ ,-4
+ ,80
+ ,0
+ ,666
+ ,171
+ ,13
+ ,117869
+ ,339836
+ ,108
+ ,818
+ ,210
+ ,25
+ ,422
+ ,1
+ ,2844
+ ,67
+ ,74
+ ,72683
+ ,240897
+ ,407
+ ,610
+ ,14
+ ,-15
+ ,297
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,229
+ ,0
+ ,318
+ ,1
+ ,368
+ ,17
+ ,20
+ ,61167
+ ,297141
+ ,370
+ ,5714
+ ,264
+ ,0
+ ,175
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,205
+ ,0
+ ,285
+ ,1
+ ,333
+ ,13
+ ,9
+ ,70811
+ ,331323
+ ,118
+ ,10102
+ ,394
+ ,0
+ ,339
+ ,1
+ ,26
+ ,1
+ ,1
+ ,60896
+ ,313880
+ ,315
+ ,113880
+ ,4328
+ ,0
+ ,243
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,237
+ ,0
+ ,167
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,193
+ ,0
+ ,411
+ ,1
+ ,1303
+ ,61
+ ,57
+ ,69863
+ ,309422
+ ,336
+ ,1794
+ ,84
+ ,-5
+ ,155
+ ,1
+ ,20
+ ,3
+ ,2
+ ,60938
+ ,315245
+ ,297
+ ,38415
+ ,5674
+ ,0
+ ,56
+ ,1
+ ,2384
+ ,97
+ ,77
+ ,61348
+ ,405972
+ ,58
+ ,2123
+ ,86
+ ,54
+ ,204
+ ,0
+ ,203
+ ,27
+ ,12
+ ,50804
+ ,300962
+ ,361
+ ,3739
+ ,498
+ ,0
+ ,178
+ ,0
+ ,71
+ ,1
+ ,0
+ ,60745
+ ,316176
+ ,159
+ ,116176
+ ,1646
+ ,0
+ ,295
+ ,1
+ ,53
+ ,14
+ ,10
+ ,59506
+ ,302409
+ ,356
+ ,7315
+ ,1932
+ ,0
+ ,396
+ ,1
+ ,562
+ ,13
+ ,8
+ ,58456
+ ,283587
+ ,389
+ ,6430
+ ,149
+ ,-3
+ ,393
+ ,1
+ ,622
+ ,7
+ ,8
+ ,60950
+ ,263276
+ ,398
+ ,9039
+ ,102
+ ,-2
+ ,135
+ ,1
+ ,645
+ ,5
+ ,4
+ ,60720
+ ,312075
+ ,329
+ ,22415
+ ,174
+ ,0
+ ,364
+ ,0
+ ,1763
+ ,24
+ ,28
+ ,61600
+ ,308336
+ ,340
+ ,4514
+ ,61
+ ,0
+ ,179
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,209
+ ,0
+ ,231
+ ,1
+ ,317
+ ,9
+ ,7
+ ,63915
+ ,298700
+ ,363
+ ,10967
+ ,311
+ ,0
+ ,319
+ ,1
+ ,1
+ ,6
+ ,5
+ ,60719
+ ,315372
+ ,293
+ ,19229
+ ,84213
+ ,0
+ ,191
+ ,1
+ ,275
+ ,4
+ ,7
+ ,59500
+ ,318745
+ ,146
+ ,29686
+ ,431
+ ,0
+ ,321
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,246
+ ,0
+ ,111
+ ,1
+ ,936
+ ,30
+ ,22
+ ,67939
+ ,408881
+ ,56
+ ,6963
+ ,223
+ ,9
+ ,29
+ ,1
+ ,8568
+ ,37
+ ,34
+ ,32168
+ ,786690
+ ,18
+ ,15856
+ ,68
+ ,223
+ ,423
+ ,0
+ ,11528
+ ,70
+ ,68
+ ,-14545
+ ,-83265
+ ,431
+ ,-4047
+ ,-25
+ ,-25
+ ,202
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,250
+ ,0
+ ,232
+ ,1
+ ,738
+ ,10
+ ,9
+ ,60720
+ ,321376
+ ,139
+ ,12138
+ ,164
+ ,0
+ ,266
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,281
+ ,0
+ ,405
+ ,1
+ ,592
+ ,7
+ ,7
+ ,64270
+ ,276898
+ ,392
+ ,10985
+ ,130
+ ,-4
+ ,176
+ ,1
+ ,126
+ ,10
+ ,8
+ ,60951
+ ,315547
+ ,171
+ ,11555
+ ,921
+ ,0
+ ,236
+ ,1
+ ,2
+ ,1
+ ,0
+ ,60743
+ ,315487
+ ,172
+ ,115487
+ ,52257
+ ,0
+ ,142
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,220
+ ,0
+ ,13
+ ,0
+ ,18014
+ ,239
+ ,393
+ ,-1710
+ ,1405225
+ ,8
+ ,5043
+ ,67
+ ,943
+ ,281
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,256
+ ,0
+ ,328
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,249
+ ,0
+ ,9
+ ,0
+ ,37704
+ ,452
+ ,228
+ ,60448
+ ,983660
+ ,14
+ ,1734
+ ,21
+ ,2167
+ ,207
+ ,0
+ ,63
+ ,4
+ ,2
+ ,65688
+ ,318574
+ ,148
+ ,29643
+ ,1891
+ ,0
+ ,73
+ ,1
+ ,1431
+ ,34
+ ,35
+ ,106885
+ ,310768
+ ,330
+ ,3258
+ ,77
+ ,30
+ ,242
+ ,1
+ ,94
+ ,3
+ ,3
+ ,61360
+ ,312887
+ ,321
+ ,37629
+ ,1200
+ ,0
+ ,229
+ ,1
+ ,192
+ ,4
+ ,2
+ ,65276
+ ,312339
+ ,327
+ ,28085
+ ,586
+ ,0
+ ,317
+ ,1
+ ,32
+ ,1
+ ,0
+ ,59988
+ ,314964
+ ,301
+ ,114964
+ ,3603
+ ,0
+ ,44
+ ,1
+ ,6869
+ ,105
+ ,88
+ ,117520
+ ,379983
+ ,68
+ ,1714
+ ,26
+ ,90
+ ,349
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,176
+ ,0
+ ,140
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,188
+ ,0
+ ,361
+ ,1
+ ,1
+ ,4
+ ,4
+ ,60722
+ ,315398
+ ,173
+ ,28849
+ ,172235
+ ,0
+ ,203
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,247
+ ,0
+ ,255
+ ,1
+ ,2328
+ ,94
+ ,57
+ ,82732
+ ,253588
+ ,400
+ ,570
+ ,23
+ ,0
+ ,308
+ ,0
+ ,209
+ ,13
+ ,19
+ ,64016
+ ,316647
+ ,157
+ ,8973
+ ,558
+ ,0
+ ,195
+ ,1
+ ,28
+ ,2
+ ,3
+ ,60890
+ ,315688
+ ,166
+ ,57844
+ ,4148
+ ,0
+ ,280
+ ,1
+ ,176
+ ,28
+ ,8
+ ,68136
+ ,310670
+ ,331
+ ,3952
+ ,629
+ ,0
+ ,415
+ ,1
+ ,1920
+ ,15
+ ,11
+ ,79420
+ ,165404
+ ,424
+ ,-2306
+ ,-18
+ ,-6
+ ,3
+ ,0
+ ,87550
+ ,458
+ ,412
+ ,153198
+ ,4111912
+ ,3
+ ,8541
+ ,45
+ ,17936
+ ,151
+ ,1
+ ,520
+ ,10
+ ,7
+ ,58650
+ ,291650
+ ,383
+ ,9165
+ ,176
+ ,0
+ ,304
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,231
+ ,0
+ ,421
+ ,1
+ ,1013
+ ,2
+ ,1
+ ,69770
+ ,253468
+ ,402
+ ,26734
+ ,53
+ ,-14
+ ,217
+ ,1
+ ,15
+ ,8
+ ,6
+ ,60831
+ ,315688
+ ,164
+ ,14461
+ ,7687
+ ,0
+ ,353
+ ,1
+ ,587
+ ,12
+ ,10
+ ,59595
+ ,325699
+ ,126
+ ,10475
+ ,214
+ ,0
+ ,58
+ ,1
+ ,5371
+ ,66
+ ,47
+ ,87720
+ ,446211
+ ,45
+ ,3730
+ ,46
+ ,49
+ ,359
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,251
+ ,0
+ ,77
+ ,1
+ ,1012
+ ,47
+ ,29
+ ,114768
+ ,368078
+ ,82
+ ,3576
+ ,166
+ ,26
+ ,228
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,215
+ ,0
+ ,83
+ ,1
+ ,876
+ ,59
+ ,33
+ ,138971
+ ,352850
+ ,96
+ ,2591
+ ,174
+ ,24
+ ,1
+ ,0
+ ,162556
+ ,1081
+ ,807
+ ,213118
+ ,6282154
+ ,1
+ ,5626
+ ,37
+ ,56289
+ ,14
+ ,1
+ ,43556
+ ,247
+ ,190
+ ,32648
+ ,227132
+ ,414
+ ,110
+ ,1
+ ,929
+ ,395
+ ,0
+ ,3425
+ ,12
+ ,9
+ ,83620
+ ,283910
+ ,388
+ ,6993
+ ,25
+ ,-3
+ ,78
+ ,1
+ ,810
+ ,43
+ ,11
+ ,74015
+ ,236761
+ ,409
+ ,855
+ ,45
+ ,26
+ ,190
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,184
+ ,0
+ ,311
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,244
+ ,0
+ ,39
+ ,0
+ ,2365
+ ,79
+ ,83
+ ,191778
+ ,550608
+ ,32
+ ,4438
+ ,148
+ ,120
+ ,101
+ ,0
+ ,1261
+ ,33
+ ,31
+ ,76114
+ ,307528
+ ,343
+ ,3258
+ ,85
+ ,13
+ ,256
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,238
+ ,0
+ ,123
+ ,1
+ ,1585
+ ,107
+ ,112
+ ,93099
+ ,355864
+ ,92
+ ,1457
+ ,98
+ ,2
+ ,24
+ ,1
+ ,16189
+ ,295
+ ,290
+ ,116384
+ ,358589
+ ,89
+ ,538
+ ,10
+ ,379
+ ,284
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,242
+ ,0
+ ,273
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,265
+ ,0
+ ,121
+ ,1
+ ,10579
+ ,92
+ ,92
+ ,110309
+ ,375195
+ ,76
+ ,1904
+ ,17
+ ,4
+ ,214
+ ,1
+ ,474
+ ,20
+ ,10
+ ,61977
+ ,288985
+ ,386
+ ,4449
+ ,188
+ ,0
+ ,348
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,178
+ ,0
+ ,87
+ ,1
+ ,3642
+ ,86
+ ,100
+ ,90262
+ ,458343
+ ,42
+ ,3004
+ ,71
+ ,22
+ ,170
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,192
+ ,0
+ ,200
+ ,0
+ ,472
+ ,20
+ ,19
+ ,80045
+ ,269587
+ ,397
+ ,3479
+ ,148
+ ,0
+ ,158
+ ,1
+ ,98
+ ,2
+ ,2
+ ,61490
+ ,315236
+ ,298
+ ,57618
+ ,1179
+ ,0
+ ,427
+ ,1
+ ,3999
+ ,30
+ ,21
+ ,51252
+ ,42754
+ ,428
+ ,-5242
+ ,-39
+ ,-58
+ ,233
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,216
+ ,0
+ ,345
+ ,1
+ ,621
+ ,48
+ ,13
+ ,60720
+ ,308256
+ ,341
+ ,2255
+ ,174
+ ,0
+ ,375
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,266
+ ,0
+ ,173
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,189
+ ,0
+ ,301
+ ,0
+ ,30
+ ,4
+ ,4
+ ,60798
+ ,313164
+ ,320
+ ,28291
+ ,3808
+ ,0
+ ,368
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,291
+ ,0
+ ,106
+ ,1
+ ,746
+ ,23
+ ,29
+ ,71561
+ ,269661
+ ,396
+ ,3029
+ ,93
+ ,10
+ ,208
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,228
+ ,0
+ ,282
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,255
+ ,0
+ ,249
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,260
+ ,0
+ ,240
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,194
+ ,0
+ ,52
+ ,0
+ ,4150
+ ,150
+ ,136
+ ,134759
+ ,518365
+ ,35
+ ,2122
+ ,77
+ ,66
+ ,55
+ ,0
+ ,4658
+ ,158
+ ,114
+ ,156608
+ ,233773
+ ,411
+ ,214
+ ,7
+ ,58
+ ,84
+ ,1
+ ,814
+ ,18
+ ,15
+ ,39625
+ ,301881
+ ,358
+ ,5660
+ ,125
+ ,23
+ ,143
+ ,1
+ ,1002
+ ,15
+ ,11
+ ,56750
+ ,298568
+ ,364
+ ,6571
+ ,98
+ ,0
+ ,205
+ ,0
+ ,496
+ ,17
+ ,12
+ ,87390
+ ,325479
+ ,128
+ ,7381
+ ,253
+ ,0
+ ,141
+ ,1
+ ,389
+ ,14
+ ,8
+ ,58990
+ ,325506
+ ,127
+ ,8965
+ ,322
+ ,0
+ ,12
+ ,1
+ ,12679
+ ,110
+ ,122
+ ,48020
+ ,984885
+ ,13
+ ,7135
+ ,62
+ ,1871
+ ,177
+ ,1
+ ,400
+ ,152
+ ,113
+ ,60720
+ ,313267
+ ,319
+ ,745
+ ,283
+ ,0
+ ,238
+ ,1
+ ,53
+ ,6
+ ,6
+ ,60349
+ ,315793
+ ,163
+ ,19299
+ ,2197
+ ,0
+ ,331
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,278
+ ,0
+ ,426
+ ,0
+ ,5109
+ ,97
+ ,82
+ ,67038
+ ,215362
+ ,417
+ ,158
+ ,3
+ ,-31
+ ,104
+ ,1
+ ,576
+ ,18
+ ,8
+ ,113761
+ ,314073
+ ,313
+ ,6337
+ ,198
+ ,12
+ ,409
+ ,1
+ ,438
+ ,11
+ ,9
+ ,58320
+ ,298096
+ ,366
+ ,8918
+ ,224
+ ,-5
+ ,292
+ ,1
+ ,165
+ ,24
+ ,12
+ ,62841
+ ,325176
+ ,130
+ ,5216
+ ,759
+ ,0
+ ,40
+ ,1
+ ,4069
+ ,145
+ ,131
+ ,79804
+ ,207393
+ ,420
+ ,51
+ ,2
+ ,119
+ ,185
+ ,0
+ ,23
+ ,5
+ ,5
+ ,62555
+ ,314806
+ ,306
+ ,22961
+ ,4974
+ ,0
+ ,59
+ ,1
+ ,1285
+ ,107
+ ,51
+ ,99489
+ ,341340
+ ,106
+ ,1321
+ ,110
+ ,49
+ ,82
+ ,0
+ ,4677
+ ,75
+ ,66
+ ,90131
+ ,426280
+ ,52
+ ,3017
+ ,48
+ ,24
+ ,15
+ ,0
+ ,24811
+ ,505
+ ,280
+ ,95350
+ ,929118
+ ,15
+ ,1444
+ ,29
+ ,822
+ ,253
+ ,1
+ ,167
+ ,2
+ ,1
+ ,64245
+ ,307322
+ ,345
+ ,53661
+ ,642
+ ,0
+ ,342
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,187
+ ,0
+ ,45
+ ,1
+ ,4628
+ ,62
+ ,39
+ ,69159
+ ,387475
+ ,64
+ ,3024
+ ,41
+ ,85
+ ,189
+ ,1
+ ,226
+ ,5
+ ,5
+ ,65745
+ ,291787
+ ,382
+ ,18357
+ ,406
+ ,0
+ ,76
+ ,0
+ ,1765
+ ,20
+ ,20
+ ,77623
+ ,247060
+ ,404
+ ,2353
+ ,27
+ ,28
+ ,145
+ ,1
+ ,460
+ ,15
+ ,15
+ ,63346
+ ,329784
+ ,122
+ ,8652
+ ,282
+ ,0
+ ,144
+ ,1
+ ,36
+ ,3
+ ,4
+ ,60894
+ ,315834
+ ,162
+ ,38611
+ ,3215
+ ,0
+ ,408
+ ,1
+ ,989
+ ,11
+ ,12
+ ,58930
+ ,304555
+ ,350
+ ,9505
+ ,106
+ ,-5
+ ,96
+ ,0
+ ,3055
+ ,43
+ ,30
+ ,60247
+ ,376641
+ ,75
+ ,4108
+ ,58
+ ,14
+ ,265
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,288
+ ,0
+ ,161
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,212
+ ,0
+ ,246
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,236
+ ,0
+ ,237
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,202
+ ,0
+ ,230
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,214
+ ,0
+ ,66
+ ,1
+ ,13253
+ ,947
+ ,251
+ ,90829
+ ,357760
+ ,90
+ ,167
+ ,12
+ ,35
+ ,244
+ ,1
+ ,24
+ ,8
+ ,7
+ ,59818
+ ,315637
+ ,168
+ ,14455
+ ,4772
+ ,0
+ ,153
+ ,1
+ ,0
+ ,0
+ ,5
+ ,60720
+ ,315380
+ ,208
+ ,0
+ ,199
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,261
+ ,0
+ ,222
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,198
+ ,0
+ ,363
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,289
+ ,0
+ ,387
+ ,1
+ ,131
+ ,6
+ ,3
+ ,59661
+ ,327071
+ ,123
+ ,21179
+ ,969
+ ,0
+ ,85
+ ,1
+ ,514
+ ,15
+ ,15
+ ,102725
+ ,377516
+ ,73
+ ,11834
+ ,346
+ ,23
+ ,103
+ ,1
+ ,3366
+ ,80
+ ,55
+ ,108479
+ ,299243
+ ,362
+ ,1241
+ ,29
+ ,12
+ ,60
+ ,0
+ ,9327
+ ,101
+ ,85
+ ,87419
+ ,387699
+ ,63
+ ,1858
+ ,20
+ ,44
+ ,309
+ ,1
+ ,384
+ ,22
+ ,17
+ ,54683
+ ,309836
+ ,333
+ ,4993
+ ,286
+ ,0
+ ,20
+ ,1
+ ,17821
+ ,373
+ ,277
+ ,122844
+ ,444477
+ ,46
+ ,655
+ ,14
+ ,643
+ ,391
+ ,1
+ ,397
+ ,10
+ ,10
+ ,62710
+ ,322327
+ ,136
+ ,12233
+ ,308
+ ,-1
+ ,139
+ ,1
+ ,897
+ ,5
+ ,4
+ ,60720
+ ,314913
+ ,303
+ ,22983
+ ,128
+ ,0
+ ,370
+ ,1
+ ,218
+ ,21
+ ,7
+ ,60720
+ ,315553
+ ,170
+ ,5503
+ ,531
+ ,0
+ ,31
+ ,0
+ ,3369
+ ,28
+ ,26
+ ,87161
+ ,688779
+ ,23
+ ,17456
+ ,145
+ ,217
+ ,109
+ ,1
+ ,5702
+ ,61
+ ,47
+ ,101481
+ ,321896
+ ,138
+ ,1998
+ ,21
+ ,10
+ ,41
+ ,1
+ ,8636
+ ,855
+ ,203
+ ,128294
+ ,301607
+ ,359
+ ,119
+ ,12
+ ,108
+ ,215
+ ,1
+ ,534
+ ,7
+ ,5
+ ,62620
+ ,304485
+ ,351
+ ,14926
+ ,196
+ ,0
+ ,332
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,275
+ ,0
+ ,310
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,227
+ ,0
+ ,410
+ ,1
+ ,726
+ ,3
+ ,3
+ ,69980
+ ,231861
+ ,412
+ ,10620
+ ,44
+ ,-5
+ ,81
+ ,1
+ ,1380
+ ,26
+ ,29
+ ,60982
+ ,347385
+ ,98
+ ,5669
+ ,107
+ ,25
+ ,365
+ ,1
+ ,180
+ ,11
+ ,9
+ ,59635
+ ,316386
+ ,158
+ ,10581
+ ,647
+ ,0
+ ,53
+ ,0
+ ,7285
+ ,115
+ ,97
+ ,188873
+ ,491303
+ ,39
+ ,2533
+ ,40
+ ,59
+ ,67
+ ,1
+ ,880
+ ,74
+ ,15
+ ,80791
+ ,261216
+ ,399
+ ,827
+ ,70
+ ,34
+ ,335
+ ,1
+ ,1
+ ,2
+ ,1
+ ,60727
+ ,315388
+ ,175
+ ,57694
+ ,117743
+ ,0
+ ,380
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,271
+ ,0
+ ,334
+ ,1
+ ,96
+ ,5
+ ,4
+ ,60379
+ ,313729
+ ,316
+ ,22746
+ ,1188
+ ,0
+ ,95
+ ,1
+ ,1889
+ ,45
+ ,43
+ ,37527
+ ,358649
+ ,88
+ ,3526
+ ,84
+ ,14
+ ,8
+ ,0
+ ,45187
+ ,353
+ ,267
+ ,234817
+ ,1926517
+ ,4
+ ,4891
+ ,38
+ ,2854
+ ,221
+ ,1
+ ,288
+ ,4
+ ,3
+ ,60510
+ ,296656
+ ,373
+ ,24164
+ ,335
+ ,0
+ ,419
+ ,1
+ ,1270
+ ,26
+ ,24
+ ,69206
+ ,275311
+ ,393
+ ,2897
+ ,59
+ ,-10
+ ,424
+ ,1
+ ,6526
+ ,26
+ ,20
+ ,55830
+ ,-42143
+ ,430
+ ,-9313
+ ,-37
+ ,-28
+ ,327
+ ,0
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,252
+ ,0
+ ,263
+ ,1
+ ,226
+ ,12
+ ,13
+ ,72835
+ ,343929
+ ,102
+ ,11994
+ ,636
+ ,0
+ ,394
+ ,1
+ ,694
+ ,8
+ ,6
+ ,68060
+ ,367655
+ ,83
+ ,20957
+ ,241
+ ,-2
+ ,286
+ ,1
+ ,0
+ ,0
+ ,0
+ ,60720
+ ,315380
+ ,241
+ ,0
+ ,283
+ ,1
+ ,249
+ ,72
+ ,26
+ ,56726
+ ,313491
+ ,317
+ ,1576
+ ,455
+ ,0)
+ ,dim=c(11
+ ,431)
+ ,dimnames=list(c('Rank'
+ ,'Group'
+ ,'Costs'
+ ,'Trades'
+ ,'Orders'
+ ,'Dividends'
+ ,'Wealth'
+ ,'WRank'
+ ,'Profit/Trades'
+ ,'Profit/Cost'
+ ,'CCScore
')
+ ,1:431))
> y <- array(NA,dim=c(11,431),dimnames=list(c('Rank','Group','Costs','Trades','Orders','Dividends','Wealth','WRank','Profit/Trades','Profit/Cost','CCScore
'),1:431))
> 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 = '11'
> #'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
Attaching package: 'zoo'
The following object(s) are masked from package:base :
as.Date.numeric
> 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
CCScore\r Rank Group Costs Trades Orders Dividends Wealth WRank
1 0 350 1 1595 17 10 60720 319369 143
2 39 61 0 5565 47 43 94355 493408 38
3 0 287 0 601 6 5 60720 319210 144
4 0 268 1 188 11 9 77655 381180 67
5 305 25 1 7146 105 83 134028 297978 367
6 -9 418 0 1135 17 20 62285 290476 384
7 -1 392 1 450 8 6 59325 292136 380
8 0 131 1 34 8 7 60630 314353 309
9 0 316 1 133 14 4 65990 339445 109
10 0 347 1 119 6 3 59118 303677 354
11 33 68 0 2053 53 44 100423 397144 60
12 32 70 0 4036 63 85 100269 424898 53
13 1 147 1 0 0 0 60720 315380 203
14 1 4655 393 55 60720 341570 105 360 30
15 1 131 11 15 61808 308989 338 9908 834
16 1 1766 73 46 60438 305959 349 1451 60
17 1 312 14 3 58598 318690 147 8478 381
18 1 448 40 7 59781 323361 132 3084 275
19 1 115 13 10 60945 318903 145 9146 1037
20 1 60 10 7 61124 314049 314 11405 1916
21 35 0 0 0 60720 315380 180 0 258
22 0 26 47705 298466 365 2813 271 0 343
23 121173 0 60720 315380 183 0 398 0 1442
24 57530 438493 49 2021 165 -3 115 0 1389
25 62041 378049 71 19783 128 6 188 1 149
26 60720 313332 318 22666 761 0 379 1 2212
27 136996 319864 142 8562 54 0 48 0 7489
28 60720 430866 50 717 31 70 366 1 0
29 115 315380 287 0 117 1 402 26 8
30 387 5106 330 5 412 0 7419 29 21
31 219 2999 12 -5 157 1 0 0 0
32 430 0 264 1 307 15 10 58856 331955
33 288 0 54 0 1134 162 63 146216 527021
34 22 58 64 0 7561 87 77 82425 364304
35 18 37 113 1 5131 71 44 86111 292154
36 12458 9 148 1 9 6 7 60835 314987
37 32 0 425 1 2264 24 20 55174 272713
38 29 -31 7 1 40949 481 263 129352 1398893
39 42 2865 197 0 4980 91 89 113521 409642
40 844 0 97 1 272 8 9 112995 429112
41 242 14 168 1 757 19 18 45689 382712
42 123 0 69 1 1424 94 73 131116 374943
43 184 32 127 1 0 0 0 60720 315380
44 401 0 378 52 16 71873 297413 369 1873
45 371 1 1061 5 3 70415 304252 353 20850
46 203 1 0 0 0 60720 315380 290 0
47 3689 9 9 61938 309596 334 12177 541 0
48 567 25 25 101792 377305 74 7092 48 74
49 27664 11 14 103345 386212 65 16928 329 20
50 1686 282 236 74996 657954 24 1624 17 247
51 1164 40 28 68696 368186 81 4205 100 11
52 15824 17 15 57320 269753 395 4103 60 -6
53 6575 64 56 63838 585715 30 6027 24 284
54 37597 159 63 151352 1071292 11 5480 133 819
55 314 248 234 37884 992426 12 3195 21 652
56 1932 5 4 60720 315371 294 23074 367 0
57 5692 36 20 72954 249898 403 1386 26 10
58 0 72 68 64239 357312 91 2185 28 22
59 0 0 0 60720 315380 257 0 322 1
60 364839 60720 315380 177 0 94 0 6533 75
61 230621 85 2198 25 16 400 0 2126 138
62 315877 413 222 14 -3 150 1 14 1
63 125390 161 115877 8041 0 107 0 3192 60
64 314882 427 -1243 -23 10 166 1 47 3
65 370837 305 38294 2432 0 47 0 4891 217
66 330068 79 787 35 73 182 0 531 10
67 324385 120 13007 245 0 245 1 2332 4
68 315380 131 31096 53 0 330 1 0 0
69 11409 277 0 10 0 16275 109 129 47818
70 1115 76 1974 429 1 9252 48 32 79510
71 13337 6 -129 2 0 29790 309 444 81767
72 0 138 28328 235 1 0 0 0 60720
73 0 187 0 2300 29 23 64873 352108 97
74 0 213 1 267 32 11 57640 330059 121
75 0 296 0 382 21 9 59365 340968 107
76 0 218 1 397 28 7 60646 317736 152
77 238 28 1 11920 182 73 31080 209458 419
78 3040 5 0 54660 302 315 126942 1491348 6
79 0 138 1 5 2 1 60720 314887 304
80 1 163 1 0 0 0 60720 315380 218
81 37 0 0 2 60720 315380 199 0 125
82 0 17 62920 353058 95 4137 58 1 216
83 60720 2 60720 315380 201 0 196 0 0
84 308 315380 263 0 128 1 94 7 10
85 296 16362 1212 0 223 1 3 2 1
86 357 57677 36505 0 165 1 454 51 24
87 110 2004 225 0 373 1 227 9 7
88 245 15182 603 0 324 0 0 0 0
89 469 0 251 1 206 9 9 53110 296702
90 34 0 11 1 25830 115 104 245546 1073089
91 -35 1910 62 1 1528 38 32 60326 146494
92 463 38 149 1 271 2 2 60720 325249
93 954 0 270 1 138 6 26 69817 331420
94 226 0 171 1 0 0 0 60720 315380
95 276 1 278 26 22 61404 314922 302 4420
96 383 1 282 30 12 62452 320016 141 4001
97 93 1 571 80 14 41477 280398 390 1005
98 302 1 2253 99 68 63593 452469 43 2550
99 385 1 290 2 1 58790 301164 360 50582
100 225 1 78 16 12 62700 317330 154 7333
101 275 1 20 2 1 60805 315576 169 57788
102 18073 1 0 0 0 60720 315380 284 0
103 1866 180 69 27284 -7170 429 -1151 -11 -366
104 42634 29 28 56225 322331 135 4218 66 0
105 249 156 168 157214 1629616 5 9164 34 2964
106 422 62 13 54323 292754 378 1496 373 0
107 2675 28 23 57935 318056 150 4216 280 0
108 965 79 54 59017 355178 93 1964 58 36
109 0 3 2 73490 204325 421 1442 4 -8
110 11 0 0 60720 315380 224 0 407 1
111 0 68005 317046 156 7315 188 -5 252 0
112 309560 60720 315380 240 0 257 1 365 8
113 414462 335 13695 300 0 63 0 3122 34
114 857217 54 6308 69 38 21 0 12988 119
115 697458 16 5523 51 601 38 0 5336 81
116 530670 22 6141 93 132 51 0 3160 108
117 238125 33 3062 105 66 386 1 2489 40
118 315380 408 953 15 0 325 1 0 0
119 12031 273 0 33 0 6984 45 40 80570
120 3718 78 195 91 1 2001 52 36 95551
121 1918 97 19 430 1 15236 90 86 77440
122 0 11 -158 259 0 0 0 0 60720
123 0 382 1 530 60 18 73433 317291 155
124 1 369 1 0 0 0 60720 315380 292
125 0 35624 223 244 157278 306275 347 477 3
126 1 1383 11 9 73221 317892 151 10717 85
127 0 875 14 12 67000 334280 112 9591 153
128 0 0 0 0 60720 315380 259 0 289
129 60720 0 60720 315380 254 0 307 0 0
130 312 315380 222 0 389 1 72 3 3
131 346 38070 1591 0 210 0 265 31 3
132 0 3450 404 194 1 0 0 0 60720
133 0 277 1 335 33 23 64175 320398 140
134 1 298 0 0 0 0 60720 315380 230
135 226 0 0 0 60720 315380 269 0 43
136 58 89 93811 501749 37 1335 67 101 71
137 0 49 27330 202055 422 35 1 31 133
138 60720 0 60720 315380 196 0 212 1 0
139 114 315380 206 0 186 0 638 14 11
140 283 9515 209 0 262 0 0 0 0
141 201 0 378 1 607 11 7 60436 322340
142 109 0 132 1 1558 63 25 55637 369448
143 69 0 279 0 1324 117 29 67440 291841
144 267 0 376 1 0 0 0 60720 315380
145 611 0 0 0 0 60720 315380 282 0
146 0 8 6 59190 296919 371 12115 159 -4
147 6 0 1 60720 315380 225 0 388 1
148 1 58620 309038 337 13630 118 0 420 1
149 13 65920 246541 405 15514 70 -12 114 0
150 14 74020 289513 385 6394 37 6 305 1
151 0 61808 344425 101 2725 394 0 346 1
152 314210 60720 315380 181 0 354 1 135 2
153 480382 311 57105 847 0 124 0 1659 29
154 315009 40 9668 169 2 136 1 316 9
155 315380 299 12779 364 0 130 1 0 0
156 10262 197 0 146 1 309 11 9 56535
157 15254 365 0 314 0 49 8 14 64107
158 0 2500 0 241 1 0 0 0 60720
159 163 34 0 4519 49 42 102129 597793 29
160 1 384 1 0 0 0 60720 315380 267
161 1 837 69 21 61262 315688 165 1677 138
162 1 5119 49 38 39039 378525 69 3643 35
163 1 1280 117 52 69465 312378 326 960 88
164 0 2564 22 19 130140 403560 59 9253 79
165 0 2045 20 16 97890 510834 36 15542 152
166 1 2234 16 11 77200 214215 418 888 6
167 0 975 23 19 90534 235133 410 1528 36
168 1 1136 32 26 48522 343613 103 4488 126
169 1 453 21 19 81125 365959 84 7903 366
170 14 0 0 0 60720 315380 210 0 227
171 17 9 60720 314551 307 8182 1874 0 234
172 0 13 61686 303230 355 6072 281 0 247
173 121920 0 60720 315380 233 0 49 1 4901
174 103960 469107 41 3204 55 67 88 1 540
175 60720 354228 94 11016 286 22 329 1 0
176 213 315380 253 0 160 1 0 0 0
177 306 0 271 0 0 0 0 60720 315380
178 172 1 2 9 12 60735 315394 174 12822
179 402 1 36 4 3 61564 312412 325 28103
180 4 1 776 9 8 64230 333505 113 14834
181 156 1 84738 588 428 -26007 223193 415 39
182 3 1 0 0 0 60720 315380 217 0
183 529 4 8 60761 315656 167 28914 37920 0
184 0 9 7 63870 296261 374 10696 182 -3
185 5 0 0 60720 315380 264 0 159 1
186 19 60845 336425 111 19489 337 0 181 1
187 0 71642 359335 87 4686 164 0 278 1
188 308636 60720 315380 232 0 89 1 2099 64
189 158492 339 1697 52 20 112 0 3437 47
190 315380 425 -883 -12 9 201 0 0 0
191 0 243 0 344 1 0 0 0 60720
192 446 22 0 22330 84 67 79801 711969 20
193 0 291 0 0 0 0 60720 315380 258
194 27 0 0 0 60720 315380 221 0 164
195 0 7 60830 306268 348 3936 220 0 358
196 88590 0 60720 315380 279 0 118 1 2239
197 82903 442882 47 11566 108 5 92 0 2949
198 60720 378509 70 4354 61 18 300 1 0
199 99 315380 223 0 312 1 365 83 32
200 310 1766 402 0 183 1 2461 57 25
201 17 2005 46 0 18 0 21950 519 265
202 416 1266 30 745 126 0 3294 23 23
203 295 748 5 1 193 1 141 6 7
204 342 19228 819 0 390 1 572 16 8
205 21 6746 189 -1 23 1 13326 102 103
206 423 4925 38 436 50 1 2284 33 41
207 160 -167 -2 66 206 0 10 2 5
208 207 58077 11639 0 162 1 0 0 0
209 92 0 98 0 1414 198 22 70184 330546
210 98 13 75 1 1975 35 34 118881 394510
211 2613 30 134 1 43 3 20 60887 312846
212 337 0 180 1 0 0 0 60720 315380
213 341 1 844 78 20 60925 296139 375 1233
214 154 1 304 15 12 62969 295580 376 6372
215 36 1 458 11 7 58625 297765 368 8888
216 192 1 18562 155 211 102313 377934 72 1148
217 7123 1 0 0 0 60720 315380 179 0
218 622 109 102 288170 638830 28 4026 62 769
219 174 73 38 73007 304376 352 1430 168 0
220 2220 1 3 64820 307424 344 107424 618 0
221 121 22 12 301670 644190 26 20190 200 154
222 11819 24 11 56178 295370 377 3974 788 0
223 0 85 70 106113 574339 31 4404 32 199
224 19 0 0 60720 315380 235 0 274 1
225 11 60798 310201 332 9183 883 0 406 1
226 35 70694 327007 124 9770 107 -5 116 1
227 0 56364 343466 104 3679 95 6 320 1
228 315380 60720 315380 274 0 367 1 0 0
229 29525 248 0 288 1 30 4 3 62045
230 7523 3912 0 414 0 3310 33 32 75230
231 11431 75 -6 74 1 554 11 9 79285
232 0 227 30 250 0 0 0 0 60720
233 0 224 1 468 21 20 60720 312161 328
234 -3 397 1 4917 42 26 52811 243650 406
235 -8 417 1 3256 66 23 35250 407159 57
236 1 323 1 0 0 0 60720 315380 185
237 1 125 13 10 59734 317698 153 9054 944
238 2 0 0 0 60720 315380 195 0 326
239 0 1 60722 312502 324 56251 5154 0 261
240 78780 0 60720 315380 262 0 357 1 514
241 60720 322378 133 2353 238 0 313 0 0
242 270 315380 226 0 360 1 0 0 0
243 333 0 272 0 0 0 0 60720 315380
244 0 1 0 0 0 60720 315380 276 0
245 0 0 0 60720 315380 272 0 362 1
246 640273 60720 315380 268 0 37 1 10327 91
247 345783 27 4838 43 135 42 1 13718 61
248 652925 100 2390 11 104 57 1 3748 9
249 439798 25 50325 121 53 30 1 14416 361
250 278990 48 664 17 220 404 0 1526 25
251 339836 391 3160 52 -4 80 0 666 171
252 240897 108 818 210 25 422 1 2844 67
253 315380 407 610 14 -15 297 1 0 0
254 5714 229 0 318 1 368 17 20 61167
255 0 264 0 175 1 0 0 0 60720
256 0 285 1 333 13 9 70811 331323 118
257 0 339 1 26 1 1 60896 313880 315
258 1 243 1 0 0 0 60720 315380 237
259 61 0 0 0 60720 315380 193 0 411
260 3 57 69863 309422 336 1794 84 -5 155
261 97 2 60938 315245 297 38415 5674 0 56
262 27 77 61348 405972 58 2123 86 54 204
263 1 12 50804 300962 361 3739 498 0 178
264 14 0 60745 316176 159 116176 1646 0 295
265 13 10 59506 302409 356 7315 1932 0 396
266 7 8 58456 283587 389 6430 149 -3 393
267 5 8 60950 263276 398 9039 102 -2 135
268 24 4 60720 312075 329 22415 174 0 364
269 0 28 61600 308336 340 4514 61 0 179
270 63915 0 60720 315380 209 0 231 1 317
271 60719 298700 363 10967 311 0 319 1 1
272 59500 315372 293 19229 84213 0 191 1 275
273 60720 318745 146 29686 431 0 321 1 0
274 56 315380 246 0 111 1 936 30 22
275 18 6963 223 9 29 1 8568 37 34
276 431 15856 68 223 423 0 11528 70 68
277 250 -4047 -25 -25 202 0 0 0 0
278 164 0 232 1 738 10 9 60720 321376
279 405 0 266 1 0 0 0 60720 315380
280 176 1 592 7 7 64270 276898 392 10985
281 236 1 126 10 8 60951 315547 171 11555
282 142 1 2 1 0 60743 315487 172 115487
283 18014 1 0 0 0 60720 315380 220 0
284 0 239 393 -1710 1405225 8 5043 67 943
285 0 0 0 60720 315380 256 0 328 0
286 983660 60720 315380 249 0 9 0 37704 452
287 318574 14 1734 21 2167 207 0 63 4
288 310768 148 29643 1891 0 73 1 1431 34
289 312887 330 3258 77 30 242 1 94 3
290 312339 321 37629 1200 0 229 1 192 4
291 314964 327 28085 586 0 317 1 32 1
292 379983 301 114964 3603 0 44 1 6869 105
293 315380 68 1714 26 90 349 1 0 0
294 0 176 0 140 1 0 0 0 60720
295 0 361 1 1 4 4 60722 315398 173
296 1 203 0 0 0 0 60720 315380 247
297 0 2328 94 57 82732 253588 400 570 23
298 1 209 13 19 64016 316647 157 8973 558
299 1 28 2 3 60890 315688 166 57844 4148
300 1 176 28 8 68136 310670 331 3952 629
301 0 1920 15 11 79420 165404 424 -2306 -18
302 1 87550 458 412 153198 4111912 3 8541 45
303 0 520 10 7 58650 291650 383 9165 176
304 2 0 0 0 60720 315380 231 0 421
305 8 1 69770 253468 402 26734 53 -14 217
306 12 6 60831 315688 164 14461 7687 0 353
307 66 10 59595 325699 126 10475 214 0 58
308 0 47 87720 446211 45 3730 46 49 359
309 114768 0 60720 315380 251 0 77 1 1012
310 60720 368078 82 3576 166 26 228 1 0
311 96 315380 215 0 83 1 876 59 33
312 1 2591 174 24 1 0 162556 1081 807
313 414 5626 37 56289 14 1 43556 247 190
314 388 110 1 929 395 0 3425 12 9
315 409 6993 25 -3 78 1 810 43 11
316 184 855 45 26 190 1 0 0 0
317 39 0 311 0 0 0 0 60720 315380
318 101 0 2365 79 83 191778 550608 32 4438
319 256 0 1261 33 31 76114 307528 343 3258
320 1585 1 0 0 0 60720 315380 238 0
321 16189 107 112 93099 355864 92 1457 98 2
322 0 295 290 116384 358589 89 538 10 379
323 0 0 0 60720 315380 242 0 273 0
324 375195 60720 315380 265 0 121 1 10579 92
325 288985 76 1904 17 4 214 1 474 20
326 315380 386 4449 188 0 348 1 0 0
327 3004 178 0 87 1 3642 86 100 90262
328 0 71 22 170 1 0 0 0 60720
329 0 200 0 472 20 19 80045 269587 397
330 0 158 1 98 2 2 61490 315236 298
331 -58 427 1 3999 30 21 51252 42754 428
332 1 233 1 0 0 0 60720 315380 216
333 1 621 48 13 60720 308256 341 2255 174
334 0 0 0 0 60720 315380 266 0 173
335 60798 0 60720 315380 189 0 301 0 30
336 60720 313164 320 28291 3808 0 368 1 0
337 396 315380 291 0 106 1 746 23 29
338 228 3029 93 10 208 0 0 0 0
339 249 0 282 1 0 0 0 60720 315380
340 0 0 0 0 0 60720 315380 260 0
341 136 0 0 60720 315380 194 0 52 0
342 114 134759 518365 35 2122 77 66 55 0
343 15 156608 233773 411 214 7 58 84 1
344 11 39625 301881 358 5660 125 23 143 1
345 12 56750 298568 364 6571 98 0 205 0
346 8 87390 325479 128 7381 253 0 141 1
347 122 58990 325506 127 8965 322 0 12 1
348 113 48020 984885 13 7135 62 1871 177 1
349 6 60720 313267 319 745 283 0 238 1
350 0 60349 315793 163 19299 2197 0 331 1
351 215362 60720 315380 278 0 426 0 5109 97
352 314073 417 158 3 -31 104 1 576 18
353 298096 313 6337 198 12 409 1 438 11
354 325176 366 8918 224 -5 292 1 165 24
355 207393 130 5216 759 0 40 1 4069 145
356 314806 420 51 2 119 185 0 23 5
357 341340 306 22961 4974 0 59 1 1285 107
358 426280 106 1321 110 49 82 0 4677 75
359 929118 52 3017 48 24 15 0 24811 505
360 307322 15 1444 29 822 253 1 167 2
361 315380 345 53661 642 0 342 1 0 0
362 3024 187 0 45 1 4628 62 39 69159
363 18357 41 85 189 1 226 5 5 65745
364 2353 406 0 76 0 1765 20 20 77623
365 8652 27 28 145 1 460 15 15 63346
366 38611 282 0 144 1 36 3 4 60894
367 9505 3215 0 408 1 989 11 12 58930
368 4108 106 -5 96 0 3055 43 30 60247
369 0 58 14 265 0 0 0 0 60720
370 0 161 1 0 0 0 60720 315380 212
371 0 0 0 0 60720 315380 236 0 237
372 60720 0 60720 315380 202 0 230 1 0
373 90 315380 214 0 66 1 13253 947 251
374 168 167 12 35 244 1 24 8 7
375 208 14455 4772 0 153 1 0 0 5
376 222 0 199 0 0 0 0 60720 315380
377 0 1 0 0 0 60720 315380 198 0
378 3 0 0 60720 315380 289 0 387 1
379 15 59661 327071 123 21179 969 0 85 1
380 55 102725 377516 73 11834 346 23 103 1
381 85 108479 299243 362 1241 29 12 60 0
382 17 87419 387699 63 1858 20 44 309 1
383 277 54683 309836 333 4993 286 0 20 1
384 10 122844 444477 46 655 14 643 391 1
385 4 62710 322327 136 12233 308 -1 139 1
386 7 60720 314913 303 22983 128 0 370 1
387 26 60720 315553 170 5503 531 0 31 0
388 47 87161 688779 23 17456 145 217 109 1
389 203 101481 321896 138 1998 21 10 41 1
390 5 128294 301607 359 119 12 108 215 1
391 0 62620 304485 351 14926 196 0 332 1
392 315380 60720 315380 275 0 310 0 0 0
393 10620 227 0 410 1 726 3 3 69980
394 5669 44 -5 81 1 1380 26 29 60982
395 10581 107 25 365 1 180 11 9 59635
396 2533 647 0 53 0 7285 115 97 188873
397 827 40 59 67 1 880 74 15 80791
398 57694 70 34 335 1 1 2 1 60727
399 0 117743 0 380 1 0 0 0 60720
400 0 334 1 96 5 4 60379 313729 316
401 14 95 1 1889 45 43 37527 358649 88
402 2854 8 0 45187 353 267 234817 1926517 4
403 0 221 1 288 4 3 60510 296656 373
404 -10 419 1 1270 26 24 69206 275311 393
405 -28 424 1 6526 26 20 55830 -42143 430
406 1 327 0 0 0 0 60720 315380 252
407 1 226 12 13 72835 343929 102 11994 636
408 1 694 8 6 68060 367655 83 20957 241
409 72 0 0 0 60720 315380 241 0 283
410 17 26 56726 313491 317 1576 455 0 350
411 47 10 60720 319369 143 7022 75 0 61
412 6 43 94355 493408 38 6243 53 39 287
413 11 5 60720 319210 144 19868 198 0 268
414 105 9 77655 381180 67 16471 964 0 25
415 17 83 134028 297978 367 933 14 305 418
416 8 20 62285 290476 384 5322 80 -9 392
417 8 6 59325 292136 380 11517 205 -1 131
418 14 7 60630 314353 309 14294 3340 0 316
419 6 4 65990 339445 109 9960 1052 0 347
420 53 3 59118 303677 354 17280 872 0 68
421 63 44 100423 397144 60 3720 96 33 70
422 0 85 100269 424898 53 3570 56 32 147
423 60720 0 60720 315380 203 0 169 1 4655
424 61808 341570 105 360 30 0 248 1 131
425 60438 308989 338 9908 834 0 152 1 1766
426 58598 305959 349 1451 60 0 351 1 312
427 59781 318690 147 8478 381 0 372 1 448
428 60945 323361 132 3084 275 0 137 1 115
429 61124 318903 145 9146 1037 0 352 1 60
430 60720 314049 314 11405 1916 0 338 1 0
431 365 315380 180 0 258 1 364 35 26
Profit/Trades Profit/Cost
1 7022 75
2 6243 53
3 19868 198
4 16471 964
5 933 14
6 5322 80
7 11517 205
8 14294 3340
9 9960 1052
10 17280 872
11 3720 96
12 3570 56
13 0 169
14 0 248
15 0 152
16 0 351
17 0 372
18 0 137
19 0 352
20 0 338
21 1 364
22 1 0
23 118 239
24 9 6
25 5 6
26 14 10
27 322 149
28 0 0
29 84990 332743
30 63255 286963
31 60720 315380
32 116 8797
33 34 2019
34 86 1889
35 379 1298
36 300 19165
37 394 3030
38 9 2493
39 55 2304
40 51 28639
41 66 9616
42 77 1861
43 191 0
44 258 0
45 98 -4
46 174 1
47 46 0
48 90 1
49 27 0
50 105 1
51 413 0
52 26 1
53 16 1
54 19 0
55 336 1
56 110 0
57 86 0
58 294 1
59 0 0
60 29 126910
61 41 21001
62 0 61016
63 48 59831
64 1 60720
65 49 210568
66 11 71641
67 2 72680
68 0 60720
69 1443586 7
70 253537 401
71 4321023 2
72 315380 204
73 5245 66
74 4064 487
75 6713 369
76 4205 297
77 52 1
78 4276 24
79 57443 24814
80 0 219
81 0 2647
82 1 0
83 0 0
84 60793 314533
85 60698 315354
86 63261 302187
87 76644 336639
88 60720 315380
89 372 10745
90 10 7592
91 426 -1408
92 129 62625
93 117 21903
94 211 0
95 413 0
96 425 0
97 141 0
98 112 17
99 348 0
100 1511 0
101 5924 0
102 431 1
103 220 1
104 6 0
105 290 1
106 129 1
107 65 1
108 416 1
109 299 1
110 621 16
111 0 0
112 7 54820
113 25 94670
114 73 82340
115 80 112477
116 90 108094
117 29 67804
118 0 60720
119 741409 19
120 393343 62
121 372631 78
122 315380 239
123 1955 221
124 0 428
125 -70 100
126 13 122
127 3 198
128 0 0
129 0 0
130 60398 314210
131 60720 306948
132 315380 186
133 3648 359
134 0 356
135 1 4525
136 0 3045
137 1 0
138 0 0
139 60370 333210
140 60720 315380
141 134 11122
142 80 2690
143 381 785
144 280 0
145 403 1
146 303 1
147 923 8
148 661 3
149 2397 14
150 366 53
151 0 0
152 1 62065
153 25 107577
154 4 60505
155 0 60720
156 312878 322
157 322031 137
158 315380 200
159 8118 88
160 0 120
161 4 72
162 31 79
163 26 99
164 13 108
165 10 119
166 5 102
167 13 209
168 0 293
169 0 211
170 1 61
171 1 368
172 0 0
173 84 58
174 14 13
175 0 0
176 60720 315380
177 286 0
178 63057 0
179 3146 0
180 172 -4
181 0 4145
182 315 1
183 399 1
184 381 1
185 405 7
186 972 34
187 0 0
188 45 106611
189 33 48022
190 0 60720
191 315380 182
192 6095 23
193 0 269
194 1 483
195 1 0
196 21 17
197 41 40
198 0 9
199 87192 346611
200 55792 314289
201 114337 856956
202 75832 217193
203 61630 315366
204 58580 307930
205 165548 702380
206 76403 194493
207 61656 316155
208 60720 315380
209 119 659
210 61 5557
211 323 37615
212 190 0
213 114 0
214 314 0
215 213 0
216 10 143
217 17 1
218 254 1
219 374 1
220 35 1
221 377 1
222 32 0
223 260 1
224 125 12
225 1182 13
226 1503 39
227 0 0
228 0 60720
229 318098 149
230 448243 44
231 325738 125
232 315380 234
233 5341 239
234 1039 9
235 3139 64
236 0 340
237 0 239
238 1 22
239 0 0
240 52 15
241 0 0
242 60720 315380
243 285 0
244 355 1
245 0 0
246 74 88577
247 56 96448
248 6 50350
249 139 49857
250 21 69351
251 13 117869
252 74 72683
253 0 60720
254 297141 370
255 315380 205
256 10102 394
257 113880 4328
258 0 167
259 1 1303
260 1 20
261 1 2384
262 0 203
263 0 71
264 1 53
265 1 562
266 1 622
267 1 645
268 0 1763
269 1 0
270 9 7
271 6 5
272 4 7
273 0 0
274 67939 408881
275 32168 786690
276 -14545 -83265
277 60720 315380
278 139 12138
279 281 0
280 130 -4
281 921 0
282 52257 0
283 13 0
284 281 0
285 0 0
286 228 60448
287 2 65688
288 35 106885
289 3 61360
290 2 65276
291 0 59988
292 88 117520
293 0 60720
294 315380 188
295 28849 172235
296 0 255
297 0 308
298 0 195
299 0 280
300 0 415
301 -6 3
302 17936 151
303 0 304
304 1 1013
305 1 15
306 1 587
307 1 5371
308 1 0
309 47 29
310 0 0
311 138971 352850
312 213118 6282154
313 32648 227132
314 83620 283910
315 74015 236761
316 60720 315380
317 244 0
318 148 120
319 85 13
320 123 1
321 24 1
322 284 1
323 0 0
324 92 110309
325 10 61977
326 0 60720
327 458343 42
328 315380 192
329 3479 148
330 57618 1179
331 -5242 -39
332 0 345
333 0 375
334 1 0
335 4 4
336 0 0
337 71561 269661
338 60720 315380
339 255 0
340 240 1
341 4150 150
342 4658 158
343 814 18
344 1002 15
345 496 17
346 389 14
347 12679 110
348 400 152
349 53 6
350 0 0
351 82 67038
352 8 113761
353 9 58320
354 12 62841
355 131 79804
356 5 62555
357 51 99489
358 66 90131
359 280 95350
360 1 64245
361 0 60720
362 387475 64
363 291787 382
364 247060 404
365 329784 122
366 315834 162
367 304555 350
368 376641 75
369 315380 288
370 0 246
371 1 0
372 0 0
373 90829 357760
374 59818 315637
375 60720 315380
376 261 0
377 363 1
378 131 6
379 514 15
380 3366 80
381 9327 101
382 384 22
383 17821 373
384 397 10
385 897 5
386 218 21
387 3369 28
388 5702 61
389 8636 855
390 534 7
391 0 0
392 0 60720
393 231861 412
394 347385 98
395 316386 158
396 491303 39
397 261216 399
398 315388 175
399 315380 271
400 22746 1188
401 3526 84
402 4891 38
403 24164 335
404 2897 59
405 -9313 -37
406 0 263
407 0 394
408 -2 286
409 1 249
410 1 1595
411 0 5565
412 0 601
413 1 188
414 1 7146
415 0 1135
416 1 450
417 1 34
418 1 133
419 1 119
420 0 2053
421 0 4036
422 1 0
423 393 55
424 11 15
425 73 46
426 14 3
427 40 7
428 13 10
429 10 7
430 0 0
431 47705 298466
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) Rank Group Costs
1.125e+05 -1.981e-01 5.507e-03 -2.735e-01
Trades Orders Dividends Wealth
-1.375e-01 -7.563e-02 -3.408e-01 -1.215e-01
WRank `Profit/Trades` `Profit/Cost`
-2.103e-01 -7.038e-02 -5.011e-03
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-107203 -76101 -38779 12429 886489
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 1.125e+05 1.081e+04 10.409 < 2e-16 ***
Rank -1.981e-01 7.110e-02 -2.786 0.005581 **
Group 5.507e-03 5.921e-02 0.093 0.925933
Costs -2.735e-01 6.319e-02 -4.329 1.88e-05 ***
Trades -1.375e-01 4.037e-02 -3.405 0.000726 ***
Orders -7.563e-02 2.899e-02 -2.609 0.009403 **
Dividends -3.408e-01 7.638e-02 -4.462 1.04e-05 ***
Wealth -1.215e-01 4.128e-02 -2.944 0.003416 **
WRank -2.103e-01 5.387e-02 -3.905 0.000110 ***
`Profit/Trades` -7.037e-02 2.668e-02 -2.638 0.008652 **
`Profit/Cost` -5.011e-03 1.970e-02 -0.254 0.799327
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 128800 on 420 degrees of freedom
Multiple R-squared: 0.1322, Adjusted R-squared: 0.1115
F-statistic: 6.397 on 10 and 420 DF, p-value: 3.461e-09
> 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,] 3.688394e-12 7.376788e-12 1.000000e+00
[2,] 1.733192e-15 3.466385e-15 1.000000e+00
[3,] 5.276523e-19 1.055305e-18 1.000000e+00
[4,] 1.116093e-22 2.232186e-22 1.000000e+00
[5,] 2.065889e-26 4.131779e-26 1.000000e+00
[6,] 3.602514e-30 7.205029e-30 1.000000e+00
[7,] 5.827073e-34 1.165415e-33 1.000000e+00
[8,] 1.151468e-37 2.302935e-37 1.000000e+00
[9,] 4.326492e-41 8.652983e-41 1.000000e+00
[10,] 5.491528e-21 1.098306e-20 1.000000e+00
[11,] 2.783435e-22 5.566870e-22 1.000000e+00
[12,] 4.717505e-15 9.435011e-15 1.000000e+00
[13,] 2.518676e-14 5.037352e-14 1.000000e+00
[14,] 5.688787e-15 1.137757e-14 1.000000e+00
[15,] 6.198193e-16 1.239639e-15 1.000000e+00
[16,] 5.176667e-17 1.035333e-16 1.000000e+00
[17,] 1.375800e-17 2.751599e-17 1.000000e+00
[18,] 1.273658e-18 2.547316e-18 1.000000e+00
[19,] 2.333264e-14 4.666528e-14 1.000000e+00
[20,] 5.607291e-15 1.121458e-14 1.000000e+00
[21,] 8.837687e-16 1.767537e-15 1.000000e+00
[22,] 1.487347e-16 2.974695e-16 1.000000e+00
[23,] 2.103504e-17 4.207008e-17 1.000000e+00
[24,] 4.385373e-18 8.770746e-18 1.000000e+00
[25,] 1.841784e-18 3.683569e-18 1.000000e+00
[26,] 2.712490e-19 5.424980e-19 1.000000e+00
[27,] 3.778591e-20 7.557183e-20 1.000000e+00
[28,] 5.250583e-21 1.050117e-20 1.000000e+00
[29,] 6.992542e-22 1.398508e-21 1.000000e+00
[30,] 9.513714e-23 1.902743e-22 1.000000e+00
[31,] 1.226987e-23 2.453974e-23 1.000000e+00
[32,] 1.591617e-24 3.183234e-24 1.000000e+00
[33,] 1.992949e-25 3.985897e-25 1.000000e+00
[34,] 7.437804e-26 1.487561e-25 1.000000e+00
[35,] 1.607432e-26 3.214863e-26 1.000000e+00
[36,] 8.121190e-27 1.624238e-26 1.000000e+00
[37,] 1.837952e-26 3.675903e-26 1.000000e+00
[38,] 2.675354e-27 5.350707e-27 1.000000e+00
[39,] 4.025613e-28 8.051225e-28 1.000000e+00
[40,] 6.253353e-29 1.250671e-28 1.000000e+00
[41,] 1.810591e-29 3.621183e-29 1.000000e+00
[42,] 8.650288e-30 1.730058e-29 1.000000e+00
[43,] 1.261012e-30 2.522025e-30 1.000000e+00
[44,] 1.714500e-31 3.429001e-31 1.000000e+00
[45,] 2.563186e-32 5.126372e-32 1.000000e+00
[46,] 3.744217e-33 7.488433e-33 1.000000e+00
[47,] 6.842242e-34 1.368448e-33 1.000000e+00
[48,] 3.205729e-21 6.411457e-21 1.000000e+00
[49,] 6.975445e-15 1.395089e-14 1.000000e+00
[50,] 3.990555e-15 7.981111e-15 1.000000e+00
[51,] 8.545785e-13 1.709157e-12 1.000000e+00
[52,] 4.478064e-13 8.956128e-13 1.000000e+00
[53,] 6.534394e-12 1.306879e-11 1.000000e+00
[54,] 2.676902e-11 5.353804e-11 1.000000e+00
[55,] 7.871734e-11 1.574347e-10 1.000000e+00
[56,] 1.849966e-06 3.699932e-06 9.999982e-01
[57,] 1.907635e-06 3.815271e-06 9.999981e-01
[58,] 4.820426e-06 9.640853e-06 9.999952e-01
[59,] 6.951496e-06 1.390299e-05 9.999930e-01
[60,] 4.236270e-06 8.472540e-06 9.999958e-01
[61,] 2.582358e-06 5.164716e-06 9.999974e-01
[62,] 1.554771e-06 3.109543e-06 9.999984e-01
[63,] 9.358234e-07 1.871647e-06 9.999991e-01
[64,] 6.339984e-07 1.267997e-06 9.999994e-01
[65,] 4.391504e-06 8.783008e-06 9.999956e-01
[66,] 2.882146e-06 5.764291e-06 9.999971e-01
[67,] 1.879807e-06 3.759614e-06 9.999981e-01
[68,] 1.174792e-06 2.349585e-06 9.999988e-01
[69,] 7.713549e-07 1.542710e-06 9.999992e-01
[70,] 4.627911e-07 9.255822e-07 9.999995e-01
[71,] 3.888454e-07 7.776907e-07 9.999996e-01
[72,] 3.747272e-07 7.494543e-07 9.999996e-01
[73,] 3.965556e-07 7.931112e-07 9.999996e-01
[74,] 2.967781e-07 5.935561e-07 9.999997e-01
[75,] 2.137654e-07 4.275309e-07 9.999998e-01
[76,] 1.418771e-07 2.837542e-07 9.999999e-01
[77,] 1.351079e-07 2.702158e-07 9.999999e-01
[78,] 1.007435e-07 2.014871e-07 9.999999e-01
[79,] 6.337771e-08 1.267554e-07 9.999999e-01
[80,] 3.984466e-08 7.968933e-08 1.000000e+00
[81,] 2.540229e-08 5.080458e-08 1.000000e+00
[82,] 1.494061e-08 2.988122e-08 1.000000e+00
[83,] 8.678179e-09 1.735636e-08 1.000000e+00
[84,] 4.943773e-09 9.887546e-09 1.000000e+00
[85,] 3.095847e-09 6.191695e-09 1.000000e+00
[86,] 1.741076e-09 3.482151e-09 1.000000e+00
[87,] 9.717370e-10 1.943474e-09 1.000000e+00
[88,] 5.414763e-10 1.082953e-09 1.000000e+00
[89,] 3.044255e-10 6.088511e-10 1.000000e+00
[90,] 2.478290e-10 4.956580e-10 1.000000e+00
[91,] 1.358189e-10 2.716379e-10 1.000000e+00
[92,] 1.375844e-10 2.751688e-10 1.000000e+00
[93,] 8.598749e-11 1.719750e-10 1.000000e+00
[94,] 5.164316e-11 1.032863e-10 1.000000e+00
[95,] 3.065901e-11 6.131802e-11 1.000000e+00
[96,] 1.882414e-11 3.764827e-11 1.000000e+00
[97,] 1.120190e-11 2.240380e-11 1.000000e+00
[98,] 7.360563e-10 1.472113e-09 1.000000e+00
[99,] 7.240750e-10 1.448150e-09 1.000000e+00
[100,] 7.450263e-08 1.490053e-07 9.999999e-01
[101,] 5.541553e-02 1.108311e-01 9.445845e-01
[102,] 5.364233e-01 9.271534e-01 4.635767e-01
[103,] 7.875479e-01 4.249043e-01 2.124521e-01
[104,] 7.796291e-01 4.407419e-01 2.203709e-01
[105,] 8.014342e-01 3.971316e-01 1.985658e-01
[106,] 7.937186e-01 4.125628e-01 2.062814e-01
[107,] 7.808217e-01 4.383565e-01 2.191783e-01
[108,] 7.666996e-01 4.666008e-01 2.333004e-01
[109,] 7.540077e-01 4.919845e-01 2.459923e-01
[110,] 7.330802e-01 5.338395e-01 2.669198e-01
[111,] 7.122219e-01 5.755562e-01 2.877781e-01
[112,] 6.877260e-01 6.245481e-01 3.122740e-01
[113,] 6.645081e-01 6.709838e-01 3.354919e-01
[114,] 6.409022e-01 7.181956e-01 3.590978e-01
[115,] 6.174117e-01 7.651766e-01 3.825883e-01
[116,] 5.889579e-01 8.220842e-01 4.110421e-01
[117,] 5.662459e-01 8.675083e-01 4.337541e-01
[118,] 5.638005e-01 8.723989e-01 4.361995e-01
[119,] 5.473113e-01 9.053775e-01 4.526887e-01
[120,] 5.226303e-01 9.547394e-01 4.773697e-01
[121,] 4.984627e-01 9.969254e-01 5.015373e-01
[122,] 4.744810e-01 9.489621e-01 5.255190e-01
[123,] 4.452757e-01 8.905514e-01 5.547243e-01
[124,] 4.235338e-01 8.470677e-01 5.764662e-01
[125,] 3.952909e-01 7.905818e-01 6.047091e-01
[126,] 3.708983e-01 7.417966e-01 6.291017e-01
[127,] 3.677158e-01 7.354315e-01 6.322842e-01
[128,] 3.438152e-01 6.876304e-01 6.561848e-01
[129,] 3.193868e-01 6.387736e-01 6.806132e-01
[130,] 2.972580e-01 5.945160e-01 7.027420e-01
[131,] 2.752237e-01 5.504475e-01 7.247763e-01
[132,] 2.507305e-01 5.014611e-01 7.492695e-01
[133,] 2.327052e-01 4.654104e-01 7.672948e-01
[134,] 2.155124e-01 4.310248e-01 7.844876e-01
[135,] 2.438836e-01 4.877673e-01 7.561164e-01
[136,] 2.508666e-01 5.017331e-01 7.491334e-01
[137,] 2.528364e-01 5.056729e-01 7.471636e-01
[138,] 2.508619e-01 5.017239e-01 7.491381e-01
[139,] 2.834218e-01 5.668436e-01 7.165782e-01
[140,] 4.655945e-01 9.311889e-01 5.344055e-01
[141,] 4.978454e-01 9.956908e-01 5.021546e-01
[142,] 5.288026e-01 9.423947e-01 4.711974e-01
[143,] 5.099241e-01 9.801518e-01 4.900759e-01
[144,] 4.892660e-01 9.785319e-01 5.107340e-01
[145,] 4.714301e-01 9.428601e-01 5.285699e-01
[146,] 4.431017e-01 8.862033e-01 5.568983e-01
[147,] 4.205812e-01 8.411624e-01 5.794188e-01
[148,] 3.990024e-01 7.980047e-01 6.009976e-01
[149,] 3.781101e-01 7.562203e-01 6.218899e-01
[150,] 3.574679e-01 7.149358e-01 6.425321e-01
[151,] 3.363933e-01 6.727866e-01 6.636067e-01
[152,] 3.186686e-01 6.373373e-01 6.813314e-01
[153,] 3.022865e-01 6.045729e-01 6.977135e-01
[154,] 2.853743e-01 5.707486e-01 7.146257e-01
[155,] 2.683662e-01 5.367324e-01 7.316338e-01
[156,] 2.512386e-01 5.024771e-01 7.487614e-01
[157,] 2.359147e-01 4.718295e-01 7.640853e-01
[158,] 2.155392e-01 4.310783e-01 7.844608e-01
[159,] 1.964694e-01 3.929389e-01 8.035306e-01
[160,] 1.872942e-01 3.745884e-01 8.127058e-01
[161,] 1.794983e-01 3.589967e-01 8.205017e-01
[162,] 1.618014e-01 3.236027e-01 8.381986e-01
[163,] 1.480625e-01 2.961250e-01 8.519375e-01
[164,] 1.340211e-01 2.680422e-01 8.659789e-01
[165,] 1.193389e-01 2.386778e-01 8.806611e-01
[166,] 1.056876e-01 2.113752e-01 8.943124e-01
[167,] 9.325826e-02 1.865165e-01 9.067417e-01
[168,] 8.437847e-02 1.687569e-01 9.156215e-01
[169,] 7.386283e-02 1.477257e-01 9.261372e-01
[170,] 6.561576e-02 1.312315e-01 9.343842e-01
[171,] 5.896315e-02 1.179263e-01 9.410368e-01
[172,] 5.296953e-02 1.059391e-01 9.470305e-01
[173,] 5.292991e-02 1.058598e-01 9.470701e-01
[174,] 5.159874e-02 1.031975e-01 9.484013e-01
[175,] 6.198250e-02 1.239650e-01 9.380175e-01
[176,] 5.419346e-02 1.083869e-01 9.458065e-01
[177,] 6.350326e-02 1.270065e-01 9.364967e-01
[178,] 5.811810e-02 1.162362e-01 9.418819e-01
[179,] 5.071795e-02 1.014359e-01 9.492820e-01
[180,] 4.545221e-02 9.090442e-02 9.545478e-01
[181,] 4.125984e-02 8.251967e-02 9.587402e-01
[182,] 3.579667e-02 7.159334e-02 9.642033e-01
[183,] 3.161143e-02 6.322285e-02 9.683886e-01
[184,] 2.828141e-02 5.656282e-02 9.717186e-01
[185,] 2.417456e-02 4.834912e-02 9.758254e-01
[186,] 2.115348e-02 4.230696e-02 9.788465e-01
[187,] 2.141254e-02 4.282508e-02 9.785875e-01
[188,] 2.023789e-02 4.047578e-02 9.797621e-01
[189,] 1.973622e-02 3.947245e-02 9.802638e-01
[190,] 1.927808e-02 3.855617e-02 9.807219e-01
[191,] 1.856732e-02 3.713465e-02 9.814327e-01
[192,] 1.649810e-02 3.299620e-02 9.835019e-01
[193,] 1.594242e-02 3.188485e-02 9.840576e-01
[194,] 1.539827e-02 3.079655e-02 9.846017e-01
[195,] 1.433758e-02 2.867517e-02 9.856624e-01
[196,] 1.216814e-02 2.433628e-02 9.878319e-01
[197,] 1.020224e-02 2.040448e-02 9.897978e-01
[198,] 8.581904e-03 1.716381e-02 9.914181e-01
[199,] 7.219514e-03 1.443903e-02 9.927805e-01
[200,] 5.935395e-03 1.187079e-02 9.940646e-01
[201,] 4.857280e-03 9.714561e-03 9.951427e-01
[202,] 3.956890e-03 7.913780e-03 9.960431e-01
[203,] 3.250733e-03 6.501466e-03 9.967493e-01
[204,] 2.623991e-03 5.247981e-03 9.973760e-01
[205,] 2.268646e-03 4.537291e-03 9.977314e-01
[206,] 1.918568e-03 3.837135e-03 9.980814e-01
[207,] 1.541219e-03 3.082439e-03 9.984588e-01
[208,] 1.377354e-03 2.754708e-03 9.986226e-01
[209,] 1.140833e-03 2.281666e-03 9.988592e-01
[210,] 9.062064e-04 1.812413e-03 9.990938e-01
[211,] 7.564474e-04 1.512895e-03 9.992436e-01
[212,] 7.458737e-04 1.491747e-03 9.992541e-01
[213,] 7.141789e-04 1.428358e-03 9.992858e-01
[214,] 6.825969e-04 1.365194e-03 9.993174e-01
[215,] 1.025697e-03 2.051393e-03 9.989743e-01
[216,] 8.371816e-04 1.674363e-03 9.991628e-01
[217,] 7.027261e-04 1.405452e-03 9.992973e-01
[218,] 5.779794e-04 1.155959e-03 9.994220e-01
[219,] 4.838227e-04 9.676454e-04 9.995162e-01
[220,] 4.063374e-04 8.126748e-04 9.995937e-01
[221,] 3.514075e-04 7.028150e-04 9.996486e-01
[222,] 2.940221e-04 5.880442e-04 9.997060e-01
[223,] 2.483281e-04 4.966561e-04 9.997517e-01
[224,] 2.186839e-04 4.373679e-04 9.997813e-01
[225,] 1.940512e-04 3.881024e-04 9.998059e-01
[226,] 1.494455e-04 2.988909e-04 9.998506e-01
[227,] 1.182776e-04 2.365552e-04 9.998817e-01
[228,] 8.969758e-05 1.793952e-04 9.999103e-01
[229,] 6.900170e-05 1.380034e-04 9.999310e-01
[230,] 5.308981e-05 1.061796e-04 9.999469e-01
[231,] 3.972095e-05 7.944190e-05 9.999603e-01
[232,] 3.188302e-05 6.376604e-05 9.999681e-01
[233,] 2.265463e-03 4.530926e-03 9.977345e-01
[234,] 3.421373e-03 6.842746e-03 9.965786e-01
[235,] 5.496936e-02 1.099387e-01 9.450306e-01
[236,] 1.030390e-01 2.060780e-01 8.969610e-01
[237,] 1.061002e-01 2.122004e-01 8.938998e-01
[238,] 1.279744e-01 2.559488e-01 8.720256e-01
[239,] 1.230748e-01 2.461495e-01 8.769252e-01
[240,] 1.372939e-01 2.745877e-01 8.627061e-01
[241,] 1.263267e-01 2.526535e-01 8.736733e-01
[242,] 1.162265e-01 2.324529e-01 8.837735e-01
[243,] 1.063360e-01 2.126720e-01 8.936640e-01
[244,] 9.550874e-02 1.910175e-01 9.044913e-01
[245,] 8.798599e-02 1.759720e-01 9.120140e-01
[246,] 8.243884e-02 1.648777e-01 9.175612e-01
[247,] 7.281352e-02 1.456270e-01 9.271865e-01
[248,] 6.367137e-02 1.273427e-01 9.363286e-01
[249,] 5.531894e-02 1.106379e-01 9.446811e-01
[250,] 4.827372e-02 9.654743e-02 9.517263e-01
[251,] 4.156922e-02 8.313845e-02 9.584308e-01
[252,] 3.593465e-02 7.186930e-02 9.640653e-01
[253,] 3.109063e-02 6.218127e-02 9.689094e-01
[254,] 2.694702e-02 5.389404e-02 9.730530e-01
[255,] 2.293281e-02 4.586561e-02 9.770672e-01
[256,] 1.948837e-02 3.897675e-02 9.805116e-01
[257,] 1.656132e-02 3.312264e-02 9.834387e-01
[258,] 1.382159e-02 2.764318e-02 9.861784e-01
[259,] 1.156986e-02 2.313972e-02 9.884301e-01
[260,] 9.601201e-03 1.920240e-02 9.903988e-01
[261,] 7.962442e-03 1.592488e-02 9.920376e-01
[262,] 7.512445e-03 1.502489e-02 9.924876e-01
[263,] 7.838881e-03 1.567776e-02 9.921611e-01
[264,] 7.685302e-03 1.537060e-02 9.923147e-01
[265,] 6.376080e-03 1.275216e-02 9.936239e-01
[266,] 5.282910e-03 1.056582e-02 9.947171e-01
[267,] 4.299503e-03 8.599006e-03 9.957005e-01
[268,] 3.467569e-03 6.935138e-03 9.965324e-01
[269,] 2.857971e-03 5.715941e-03 9.971420e-01
[270,] 2.287994e-03 4.575988e-03 9.977120e-01
[271,] 3.841158e-03 7.682316e-03 9.961588e-01
[272,] 3.194689e-03 6.389378e-03 9.968053e-01
[273,] 7.782784e-01 4.434433e-01 2.217216e-01
[274,] 7.979951e-01 4.040099e-01 2.020049e-01
[275,] 8.149919e-01 3.700161e-01 1.850081e-01
[276,] 8.314027e-01 3.371947e-01 1.685973e-01
[277,] 8.485124e-01 3.029753e-01 1.514876e-01
[278,] 8.661040e-01 2.677921e-01 1.338960e-01
[279,] 9.127235e-01 1.745530e-01 8.727651e-02
[280,] 9.262354e-01 1.475292e-01 7.376462e-02
[281,] 9.174684e-01 1.650633e-01 8.253165e-02
[282,] 9.091628e-01 1.816744e-01 9.083720e-02
[283,] 9.018736e-01 1.962528e-01 9.812641e-02
[284,] 8.942037e-01 2.115926e-01 1.057963e-01
[285,] 8.871781e-01 2.256437e-01 1.128219e-01
[286,] 8.796592e-01 2.406816e-01 1.203408e-01
[287,] 8.726483e-01 2.547035e-01 1.273517e-01
[288,] 8.669464e-01 2.661072e-01 1.330536e-01
[289,] 9.697658e-01 6.046848e-02 3.023424e-02
[290,] 9.647301e-01 7.053990e-02 3.526995e-02
[291,] 9.588838e-01 8.223243e-02 4.111622e-02
[292,] 9.525581e-01 9.488372e-02 4.744186e-02
[293,] 9.445503e-01 1.108993e-01 5.544966e-02
[294,] 9.355460e-01 1.289080e-01 6.445402e-02
[295,] 9.251497e-01 1.497006e-01 7.485029e-02
[296,] 9.188305e-01 1.623390e-01 8.116951e-02
[297,] 9.069063e-01 1.861873e-01 9.309366e-02
[298,] 8.932598e-01 2.134805e-01 1.067402e-01
[299,] 8.808791e-01 2.382419e-01 1.191209e-01
[300,] 8.757023e-01 2.485954e-01 1.242977e-01
[301,] 8.776129e-01 2.447742e-01 1.223871e-01
[302,] 8.834752e-01 2.330497e-01 1.165248e-01
[303,] 8.977678e-01 2.044644e-01 1.022322e-01
[304,] 8.832631e-01 2.334738e-01 1.167369e-01
[305,] 8.968036e-01 2.063928e-01 1.031964e-01
[306,] 8.829158e-01 2.341685e-01 1.170842e-01
[307,] 8.690630e-01 2.618741e-01 1.309370e-01
[308,] 8.523468e-01 2.953065e-01 1.476532e-01
[309,] 8.352443e-01 3.295114e-01 1.647557e-01
[310,] 8.145924e-01 3.708152e-01 1.854076e-01
[311,] 8.914646e-01 2.170709e-01 1.085354e-01
[312,] 8.908391e-01 2.183217e-01 1.091609e-01
[313,] 8.981984e-01 2.036032e-01 1.018016e-01
[314,] 8.860156e-01 2.279689e-01 1.139844e-01
[315,] 8.705655e-01 2.588690e-01 1.294345e-01
[316,] 8.645661e-01 2.708679e-01 1.354339e-01
[317,] 8.562870e-01 2.874260e-01 1.437130e-01
[318,] 8.654160e-01 2.691680e-01 1.345840e-01
[319,] 8.669992e-01 2.660016e-01 1.330008e-01
[320,] 8.491583e-01 3.016834e-01 1.508417e-01
[321,] 8.296825e-01 3.406351e-01 1.703175e-01
[322,] 8.076739e-01 3.846522e-01 1.923261e-01
[323,] 7.839812e-01 4.320376e-01 2.160188e-01
[324,] 7.582048e-01 4.835905e-01 2.417952e-01
[325,] 7.922081e-01 4.155839e-01 2.077919e-01
[326,] 7.681773e-01 4.636455e-01 2.318227e-01
[327,] 7.466176e-01 5.067647e-01 2.533824e-01
[328,] 7.184060e-01 5.631880e-01 2.815940e-01
[329,] 7.159737e-01 5.680525e-01 2.840263e-01
[330,] 6.971270e-01 6.057460e-01 3.028730e-01
[331,] 6.913423e-01 6.173154e-01 3.086577e-01
[332,] 6.820579e-01 6.358843e-01 3.179421e-01
[333,] 6.658530e-01 6.682940e-01 3.341470e-01
[334,] 6.511514e-01 6.976973e-01 3.488486e-01
[335,] 6.827562e-01 6.344877e-01 3.172438e-01
[336,] 6.650359e-01 6.699283e-01 3.349641e-01
[337,] 6.434724e-01 7.130552e-01 3.565276e-01
[338,] 6.473736e-01 7.052529e-01 3.526264e-01
[339,] 6.413151e-01 7.173697e-01 3.586849e-01
[340,] 6.303541e-01 7.392918e-01 3.696459e-01
[341,] 6.354571e-01 7.290858e-01 3.645429e-01
[342,] 6.019631e-01 7.960737e-01 3.980369e-01
[343,] 6.023992e-01 7.952016e-01 3.976008e-01
[344,] 6.300597e-01 7.398806e-01 3.699403e-01
[345,] 7.423377e-01 5.153246e-01 2.576623e-01
[346,] 1.000000e+00 1.394802e-10 6.974011e-11
[347,] 1.000000e+00 4.648572e-13 2.324286e-13
[348,] 1.000000e+00 9.070194e-19 4.535097e-19
[349,] 1.000000e+00 2.797657e-18 1.398828e-18
[350,] 1.000000e+00 8.563706e-18 4.281853e-18
[351,] 1.000000e+00 2.557067e-17 1.278534e-17
[352,] 1.000000e+00 7.749200e-17 3.874600e-17
[353,] 1.000000e+00 1.977538e-16 9.887689e-17
[354,] 1.000000e+00 5.909194e-16 2.954597e-16
[355,] 1.000000e+00 1.745141e-15 8.725705e-16
[356,] 1.000000e+00 4.991345e-15 2.495673e-15
[357,] 1.000000e+00 1.411695e-14 7.058474e-15
[358,] 1.000000e+00 4.038559e-14 2.019280e-14
[359,] 1.000000e+00 6.818108e-14 3.409054e-14
[360,] 1.000000e+00 1.635830e-13 8.179151e-14
[361,] 1.000000e+00 4.456747e-13 2.228374e-13
[362,] 1.000000e+00 1.130368e-12 5.651841e-13
[363,] 1.000000e+00 3.094730e-12 1.547365e-12
[364,] 1.000000e+00 6.241849e-12 3.120925e-12
[365,] 1.000000e+00 7.485619e-12 3.742809e-12
[366,] 1.000000e+00 1.974381e-11 9.871907e-12
[367,] 1.000000e+00 5.152911e-11 2.576456e-11
[368,] 1.000000e+00 1.026822e-10 5.134108e-11
[369,] 1.000000e+00 1.886690e-10 9.433451e-11
[370,] 1.000000e+00 3.999594e-10 1.999797e-10
[371,] 1.000000e+00 4.465540e-10 2.232770e-10
[372,] 1.000000e+00 1.119007e-09 5.595035e-10
[373,] 1.000000e+00 2.240344e-09 1.120172e-09
[374,] 1.000000e+00 3.789802e-09 1.894901e-09
[375,] 1.000000e+00 6.655373e-09 3.327687e-09
[376,] 1.000000e+00 1.843343e-09 9.216715e-10
[377,] 1.000000e+00 1.469799e-13 7.348994e-14
[378,] 1.000000e+00 3.115920e-18 1.557960e-18
[379,] 1.000000e+00 9.632580e-22 4.816290e-22
[380,] 1.000000e+00 8.523750e-21 4.261875e-21
[381,] 1.000000e+00 6.615324e-20 3.307662e-20
[382,] 1.000000e+00 5.435512e-19 2.717756e-19
[383,] 1.000000e+00 4.605667e-18 2.302833e-18
[384,] 1.000000e+00 1.144106e-18 5.720528e-19
[385,] 1.000000e+00 2.347027e-21 1.173513e-21
[386,] 1.000000e+00 5.563664e-28 2.781832e-28
[387,] 1.000000e+00 1.721774e-26 8.608871e-27
[388,] 1.000000e+00 5.240890e-25 2.620445e-25
[389,] 1.000000e+00 1.418878e-23 7.094389e-24
[390,] 1.000000e+00 3.906285e-22 1.953142e-22
[391,] 1.000000e+00 9.814741e-21 4.907371e-21
[392,] 1.000000e+00 2.691137e-19 1.345568e-19
[393,] 1.000000e+00 7.054742e-18 3.527371e-18
[394,] 1.000000e+00 1.414344e-16 7.071718e-17
[395,] 1.000000e+00 3.373651e-15 1.686825e-15
[396,] 1.000000e+00 7.946003e-14 3.973002e-14
[397,] 1.000000e+00 1.560026e-12 7.800130e-13
[398,] 1.000000e+00 3.402505e-11 1.701253e-11
[399,] 1.000000e+00 3.696942e-10 1.848471e-10
[400,] 1.000000e+00 6.993274e-09 3.496637e-09
[401,] 9.999999e-01 1.425640e-07 7.128199e-08
[402,] 9.999992e-01 1.580879e-06 7.904396e-07
[403,] 9.999828e-01 3.431282e-05 1.715641e-05
[404,] 9.997198e-01 5.603863e-04 2.801932e-04
> postscript(file="/var/www/html/rcomp/tmp/1bvpj1291379638.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$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/2l4741291379638.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$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/html/rcomp/tmp/3l4741291379638.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/4l4741291379638.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/5l4741291379638.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 = 431
Frequency = 1
1 2 3 4 5 6
-51984.0821 -18372.0453 -51384.7569 -38448.7631 -28204.3908 -55151.6551
7 8 9 10 11 12
-55709.7680 -52533.0890 -47951.0220 -54073.2014 -29140.1596 -25285.6329
13 14 15 16 17 18
-53428.4879 -77322.8544 -79133.9065 -80405.2747 -79141.9387 -79282.3001
19 20 21 22 23 24
-78621.9433 -78459.2013 -80174.0945 -30726.2388 95041.9604 32759.1670
25 26 27 28 29 30
29915.8614 17150.3681 91785.8572 33861.8705 -42141.6666 -102645.2920
31 32 33 34 35 36
-105839.0484 -35023.5739 16584.5218 -24762.1198 -39826.6969 -26299.3480
37 38 39 40 41 42
-48066.7863 203220.1216 -11222.0719 -7504.4171 -26067.1170 -17362.2156
43 44 45 46 47 48
-38607.7672 -4853.7732 1296.8835 -195.4289 -45095.7820 -29801.9203
49 50 51 52 53 54
2311.3611 780.5657 -40474.6696 -42507.0539 -5850.3256 115807.4229
55 56 57 58 59 60
35862.4758 -42698.6495 -52010.5455 -45048.6944 -52510.2117 264105.7978
61 62 63 64 65 66
118534.8649 203754.6431 15169.0314 202766.3805 260528.1083 218013.3857
67 68 69 70 71 72
212545.9028 203053.0516 11875.1888 -76000.6433 224517.6363 -77622.5047
73 74 75 76 77 78
-46561.4052 -52333.5476 -50190.7121 -52755.5158 -72851.0447 130344.3494
79 80 81 82 83 84
-49302.1727 -53421.9134 -80181.6776 -15917.2363 34210.1823 -43847.9955
85 86 87 88 89 90
-103111.7453 -94791.3445 -104808.1266 -103379.0923 -43084.6284 146690.6464
91 92 93 94 95 96
-73791.4766 -35904.4095 -33232.7310 -38570.9399 729.7612 2544.9957
97 98 99 100 101 102
-13441.4433 47369.3150 5654.4717 2266.4497 12495.0906 17691.9284
103 104 105 106 107 108
-104570.5179 -8747.1120 158518.1673 -56401.4898 -48795.5967 -45863.7494
109 110 111 112 113 114
-63797.5544 -52447.5941 -99711.4355 207730.2291 302876.7551 746714.1728
115 116 117 118 119 120
586239.2520 419117.0070 126309.0107 203263.1535 -30759.6203 -60815.3023
121 122 123 124 125 126
-66764.7204 -77484.1720 -48535.5660 -53364.5011 -60449.4067 -76767.6583
127 128 129 130 131 132
-76620.2602 -80177.5438 34254.9020 -43846.7676 -98713.5407 -76824.0443
133 134 135 136 137 138
-51274.0349 -53391.9593 -79977.1345 24431.4312 -57312.2709 34214.6736
139 140 141 142 143 144
-43783.5052 -104469.8502 -37030.7118 -27701.4535 -42646.5360 -38526.2130
145 146 147 148 149 150
227.5167 -51326.5332 -52433.6198 -100544.0350 -98387.3333 -98393.4294
151 152 153 154 155 156
-101706.6340 212378.0938 368592.9577 202838.8708 203257.1363 -68244.6674
157 158 159 160 161 162
-60957.7973 -76997.0518 -3073.2985 -53368.3318 -79766.9541 -77029.7275
163 164 165 166 167 168
-78834.9155 -62439.7263 -58091.1291 -85013.8242 -81764.6926 -79026.4824
169 170 171 172 173 174
-72533.5203 -80192.9086 -25461.7417 -29274.6169 96401.2540 85379.0730
175 176 177 178 179 180
21518.2627 -43974.4263 -38486.4860 6891.7816 5181.5796 9146.0670
181 182 183 184 185 186
-38435.9034 -394.3779 -37486.4399 -50611.7184 -52495.9551 -99483.0970
187 188 189 190 191 192
-99600.9712 207276.0284 46720.1004 203260.7656 -77415.9932 8207.0563
193 194 195 196 197 198
-53388.8923 -80187.2961 -28600.0927 62536.5457 61927.4653 24464.3847
199 200 201 202 203 204
-41906.6927 -105490.8002 -92169.2391 -104082.7742 -106088.0254 -102462.1405
205 206 207 208 209 210
-91421.0283 -103858.7786 -106424.4940 -95004.2818 -34151.0419 -14680.6530
211 212 213 214 215 216
-36481.1758 -38461.4673 -6314.7240 -5457.9028 -4641.2721 24432.1750
217 218 219 220 221 222
6700.0320 56301.5034 -49972.0866 -13605.4337 65617.6260 -43257.0152
223 224 225 226 227 228
-2975.6361 -52489.8522 -100628.8139 -98786.4913 -102671.3692 213550.8750
229 230 231 232 233 234
-47431.5150 -56480.3045 -61411.8271 -77444.9130 -53270.5395 -63328.5218
235 236 237 238 239 240
-49819.4800 -53396.5585 -78906.1370 -80189.3932 -21281.1783 52445.0103
241 242 243 244 245 246
12826.6985 -43889.7870 -38459.5619 -387.3924 -52504.2159 539836.2739
247 248 249 250 251 252
235437.0846 541138.0297 329130.6501 167075.3061 228098.5024 129210.4649
253 254 255 256 257 258
203260.3915 -72864.4329 -77457.9396 -47237.6400 -45447.7206 -53402.3328
259 260 261 262 263 264
-80106.7779 -28027.5395 -21641.5347 -1540.8844 -29949.9993 -16941.1908
265 266 267 268 269 270
-28783.6810 -34602.8242 -40045.0405 -25598.5392 -28083.8066 37485.2802
271 272 273 274 275 276
10503.5281 26393.0639 19611.9413 -42834.3117 -101985.9126 -106324.5296
277 278 279 280 281 282
-107202.7353 -37211.0991 -38387.5368 -10749.8817 2383.6092 27723.8676
283 284 285 286 287 288
17595.7284 82149.9237 -52509.7685 886488.6528 206698.5841 199350.5118
289 290 291 292 293 294
200772.2861 200366.9096 202837.6765 269324.7964 203208.8164 -77485.0265
295 296 297 298 299 300
-50497.0133 -53407.7054 -81286.3200 -78467.8443 -72312.1892 -78898.0977
301 302 303 304 305 306
-88856.0022 239288.1022 -81018.1094 -80152.1766 -41439.6638 -22694.4401
307 308 309 310 311 312
-22786.5675 9423.3411 88440.5338 22176.0282 -38094.4522 -9827.2335
313 314 315 316 317 318
-77250.4057 -103329.5351 -104043.0651 -106285.8564 -38756.6620 90705.3731
319 320 321 322 323 324
-962.5984 1176.6623 -21421.6578 -31058.0088 -52517.5116 274904.7996
325 326 327 328 329 330
176858.6770 203288.5967 -57904.2013 -77497.7190 -51979.2262 -49075.2270
331 332 333 334 335 336
-89015.1393 -53407.8385 -80309.3676 -80199.4864 34328.5342 18604.2797
337 338 339 340 341 342
-43002.0530 -105813.5158 -38545.4547 -397.6282 -52119.1919 -87911.3164
343 344 345 346 347 348
-82550.4707 -105347.7632 -101848.0355 -95888.2868 -100326.9524 -106648.7371
349 350 351 352 353 354
-101974.8185 -99408.2689 114216.8324 202278.1743 186032.8914 213097.5189
355 356 357 358 359 360
96009.3980 202711.7632 230794.4162 314851.5059 820222.6083 195274.4309
361 362 363 364 365 366
203133.1586 -67260.8431 -59724.8910 -76213.0596 -67253.9069 -38779.2886
367 368 369 370 371 372
-68362.3153 -68942.4717 -77473.9239 -53424.4362 -80196.2496 34221.6330
373 374 375 376 377 378
-37094.1100 -106479.6225 -103605.4195 -38571.8488 -396.3090 -52487.6426
379 380 381 382 383 384
-99430.7005 -92273.4987 -91663.3273 -96975.6662 -101066.8817 -90234.5815
385 386 387 388 389 390
-100054.6555 -98914.5719 -101127.2940 -96103.3282 -93061.5587 -88555.6314
391 392 393 394 395 396
-99597.0803 213546.4967 -70653.6435 -69434.5041 -66995.4019 -34945.9212
397 398 399 400 401 402
-76200.7920 -19756.0272 -54133.6556 -52052.4458 -55322.1652 217267.5293
403 404 405 406 407 408
-53945.3063 -54767.1197 -97338.8189 -53382.0542 -74824.7040 -72596.7299
409 410 411 412 413 414
-80111.6225 -26677.6112 -24847.6612 22478.3077 -23897.8391 -6970.4024
415 416 417 418 419 420
-31477.8782 -32846.2212 -31924.1019 -24540.5460 -18844.6989 -28065.5915
421 422 423 424 425 426
-4028.1168 3478.4659 35208.0174 17148.7214 12362.0026 7260.0986
427 428 429 430 431
12969.3097 13416.6999 14536.8355 13891.0421 -44675.4567
> postscript(file="/var/www/html/rcomp/tmp/6edo71291379638.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 = 431
Frequency = 1
lag(myerror, k = 1) myerror
0 -51984.0821 NA
1 -18372.0453 -51984.0821
2 -51384.7569 -18372.0453
3 -38448.7631 -51384.7569
4 -28204.3908 -38448.7631
5 -55151.6551 -28204.3908
6 -55709.7680 -55151.6551
7 -52533.0890 -55709.7680
8 -47951.0220 -52533.0890
9 -54073.2014 -47951.0220
10 -29140.1596 -54073.2014
11 -25285.6329 -29140.1596
12 -53428.4879 -25285.6329
13 -77322.8544 -53428.4879
14 -79133.9065 -77322.8544
15 -80405.2747 -79133.9065
16 -79141.9387 -80405.2747
17 -79282.3001 -79141.9387
18 -78621.9433 -79282.3001
19 -78459.2013 -78621.9433
20 -80174.0945 -78459.2013
21 -30726.2388 -80174.0945
22 95041.9604 -30726.2388
23 32759.1670 95041.9604
24 29915.8614 32759.1670
25 17150.3681 29915.8614
26 91785.8572 17150.3681
27 33861.8705 91785.8572
28 -42141.6666 33861.8705
29 -102645.2920 -42141.6666
30 -105839.0484 -102645.2920
31 -35023.5739 -105839.0484
32 16584.5218 -35023.5739
33 -24762.1198 16584.5218
34 -39826.6969 -24762.1198
35 -26299.3480 -39826.6969
36 -48066.7863 -26299.3480
37 203220.1216 -48066.7863
38 -11222.0719 203220.1216
39 -7504.4171 -11222.0719
40 -26067.1170 -7504.4171
41 -17362.2156 -26067.1170
42 -38607.7672 -17362.2156
43 -4853.7732 -38607.7672
44 1296.8835 -4853.7732
45 -195.4289 1296.8835
46 -45095.7820 -195.4289
47 -29801.9203 -45095.7820
48 2311.3611 -29801.9203
49 780.5657 2311.3611
50 -40474.6696 780.5657
51 -42507.0539 -40474.6696
52 -5850.3256 -42507.0539
53 115807.4229 -5850.3256
54 35862.4758 115807.4229
55 -42698.6495 35862.4758
56 -52010.5455 -42698.6495
57 -45048.6944 -52010.5455
58 -52510.2117 -45048.6944
59 264105.7978 -52510.2117
60 118534.8649 264105.7978
61 203754.6431 118534.8649
62 15169.0314 203754.6431
63 202766.3805 15169.0314
64 260528.1083 202766.3805
65 218013.3857 260528.1083
66 212545.9028 218013.3857
67 203053.0516 212545.9028
68 11875.1888 203053.0516
69 -76000.6433 11875.1888
70 224517.6363 -76000.6433
71 -77622.5047 224517.6363
72 -46561.4052 -77622.5047
73 -52333.5476 -46561.4052
74 -50190.7121 -52333.5476
75 -52755.5158 -50190.7121
76 -72851.0447 -52755.5158
77 130344.3494 -72851.0447
78 -49302.1727 130344.3494
79 -53421.9134 -49302.1727
80 -80181.6776 -53421.9134
81 -15917.2363 -80181.6776
82 34210.1823 -15917.2363
83 -43847.9955 34210.1823
84 -103111.7453 -43847.9955
85 -94791.3445 -103111.7453
86 -104808.1266 -94791.3445
87 -103379.0923 -104808.1266
88 -43084.6284 -103379.0923
89 146690.6464 -43084.6284
90 -73791.4766 146690.6464
91 -35904.4095 -73791.4766
92 -33232.7310 -35904.4095
93 -38570.9399 -33232.7310
94 729.7612 -38570.9399
95 2544.9957 729.7612
96 -13441.4433 2544.9957
97 47369.3150 -13441.4433
98 5654.4717 47369.3150
99 2266.4497 5654.4717
100 12495.0906 2266.4497
101 17691.9284 12495.0906
102 -104570.5179 17691.9284
103 -8747.1120 -104570.5179
104 158518.1673 -8747.1120
105 -56401.4898 158518.1673
106 -48795.5967 -56401.4898
107 -45863.7494 -48795.5967
108 -63797.5544 -45863.7494
109 -52447.5941 -63797.5544
110 -99711.4355 -52447.5941
111 207730.2291 -99711.4355
112 302876.7551 207730.2291
113 746714.1728 302876.7551
114 586239.2520 746714.1728
115 419117.0070 586239.2520
116 126309.0107 419117.0070
117 203263.1535 126309.0107
118 -30759.6203 203263.1535
119 -60815.3023 -30759.6203
120 -66764.7204 -60815.3023
121 -77484.1720 -66764.7204
122 -48535.5660 -77484.1720
123 -53364.5011 -48535.5660
124 -60449.4067 -53364.5011
125 -76767.6583 -60449.4067
126 -76620.2602 -76767.6583
127 -80177.5438 -76620.2602
128 34254.9020 -80177.5438
129 -43846.7676 34254.9020
130 -98713.5407 -43846.7676
131 -76824.0443 -98713.5407
132 -51274.0349 -76824.0443
133 -53391.9593 -51274.0349
134 -79977.1345 -53391.9593
135 24431.4312 -79977.1345
136 -57312.2709 24431.4312
137 34214.6736 -57312.2709
138 -43783.5052 34214.6736
139 -104469.8502 -43783.5052
140 -37030.7118 -104469.8502
141 -27701.4535 -37030.7118
142 -42646.5360 -27701.4535
143 -38526.2130 -42646.5360
144 227.5167 -38526.2130
145 -51326.5332 227.5167
146 -52433.6198 -51326.5332
147 -100544.0350 -52433.6198
148 -98387.3333 -100544.0350
149 -98393.4294 -98387.3333
150 -101706.6340 -98393.4294
151 212378.0938 -101706.6340
152 368592.9577 212378.0938
153 202838.8708 368592.9577
154 203257.1363 202838.8708
155 -68244.6674 203257.1363
156 -60957.7973 -68244.6674
157 -76997.0518 -60957.7973
158 -3073.2985 -76997.0518
159 -53368.3318 -3073.2985
160 -79766.9541 -53368.3318
161 -77029.7275 -79766.9541
162 -78834.9155 -77029.7275
163 -62439.7263 -78834.9155
164 -58091.1291 -62439.7263
165 -85013.8242 -58091.1291
166 -81764.6926 -85013.8242
167 -79026.4824 -81764.6926
168 -72533.5203 -79026.4824
169 -80192.9086 -72533.5203
170 -25461.7417 -80192.9086
171 -29274.6169 -25461.7417
172 96401.2540 -29274.6169
173 85379.0730 96401.2540
174 21518.2627 85379.0730
175 -43974.4263 21518.2627
176 -38486.4860 -43974.4263
177 6891.7816 -38486.4860
178 5181.5796 6891.7816
179 9146.0670 5181.5796
180 -38435.9034 9146.0670
181 -394.3779 -38435.9034
182 -37486.4399 -394.3779
183 -50611.7184 -37486.4399
184 -52495.9551 -50611.7184
185 -99483.0970 -52495.9551
186 -99600.9712 -99483.0970
187 207276.0284 -99600.9712
188 46720.1004 207276.0284
189 203260.7656 46720.1004
190 -77415.9932 203260.7656
191 8207.0563 -77415.9932
192 -53388.8923 8207.0563
193 -80187.2961 -53388.8923
194 -28600.0927 -80187.2961
195 62536.5457 -28600.0927
196 61927.4653 62536.5457
197 24464.3847 61927.4653
198 -41906.6927 24464.3847
199 -105490.8002 -41906.6927
200 -92169.2391 -105490.8002
201 -104082.7742 -92169.2391
202 -106088.0254 -104082.7742
203 -102462.1405 -106088.0254
204 -91421.0283 -102462.1405
205 -103858.7786 -91421.0283
206 -106424.4940 -103858.7786
207 -95004.2818 -106424.4940
208 -34151.0419 -95004.2818
209 -14680.6530 -34151.0419
210 -36481.1758 -14680.6530
211 -38461.4673 -36481.1758
212 -6314.7240 -38461.4673
213 -5457.9028 -6314.7240
214 -4641.2721 -5457.9028
215 24432.1750 -4641.2721
216 6700.0320 24432.1750
217 56301.5034 6700.0320
218 -49972.0866 56301.5034
219 -13605.4337 -49972.0866
220 65617.6260 -13605.4337
221 -43257.0152 65617.6260
222 -2975.6361 -43257.0152
223 -52489.8522 -2975.6361
224 -100628.8139 -52489.8522
225 -98786.4913 -100628.8139
226 -102671.3692 -98786.4913
227 213550.8750 -102671.3692
228 -47431.5150 213550.8750
229 -56480.3045 -47431.5150
230 -61411.8271 -56480.3045
231 -77444.9130 -61411.8271
232 -53270.5395 -77444.9130
233 -63328.5218 -53270.5395
234 -49819.4800 -63328.5218
235 -53396.5585 -49819.4800
236 -78906.1370 -53396.5585
237 -80189.3932 -78906.1370
238 -21281.1783 -80189.3932
239 52445.0103 -21281.1783
240 12826.6985 52445.0103
241 -43889.7870 12826.6985
242 -38459.5619 -43889.7870
243 -387.3924 -38459.5619
244 -52504.2159 -387.3924
245 539836.2739 -52504.2159
246 235437.0846 539836.2739
247 541138.0297 235437.0846
248 329130.6501 541138.0297
249 167075.3061 329130.6501
250 228098.5024 167075.3061
251 129210.4649 228098.5024
252 203260.3915 129210.4649
253 -72864.4329 203260.3915
254 -77457.9396 -72864.4329
255 -47237.6400 -77457.9396
256 -45447.7206 -47237.6400
257 -53402.3328 -45447.7206
258 -80106.7779 -53402.3328
259 -28027.5395 -80106.7779
260 -21641.5347 -28027.5395
261 -1540.8844 -21641.5347
262 -29949.9993 -1540.8844
263 -16941.1908 -29949.9993
264 -28783.6810 -16941.1908
265 -34602.8242 -28783.6810
266 -40045.0405 -34602.8242
267 -25598.5392 -40045.0405
268 -28083.8066 -25598.5392
269 37485.2802 -28083.8066
270 10503.5281 37485.2802
271 26393.0639 10503.5281
272 19611.9413 26393.0639
273 -42834.3117 19611.9413
274 -101985.9126 -42834.3117
275 -106324.5296 -101985.9126
276 -107202.7353 -106324.5296
277 -37211.0991 -107202.7353
278 -38387.5368 -37211.0991
279 -10749.8817 -38387.5368
280 2383.6092 -10749.8817
281 27723.8676 2383.6092
282 17595.7284 27723.8676
283 82149.9237 17595.7284
284 -52509.7685 82149.9237
285 886488.6528 -52509.7685
286 206698.5841 886488.6528
287 199350.5118 206698.5841
288 200772.2861 199350.5118
289 200366.9096 200772.2861
290 202837.6765 200366.9096
291 269324.7964 202837.6765
292 203208.8164 269324.7964
293 -77485.0265 203208.8164
294 -50497.0133 -77485.0265
295 -53407.7054 -50497.0133
296 -81286.3200 -53407.7054
297 -78467.8443 -81286.3200
298 -72312.1892 -78467.8443
299 -78898.0977 -72312.1892
300 -88856.0022 -78898.0977
301 239288.1022 -88856.0022
302 -81018.1094 239288.1022
303 -80152.1766 -81018.1094
304 -41439.6638 -80152.1766
305 -22694.4401 -41439.6638
306 -22786.5675 -22694.4401
307 9423.3411 -22786.5675
308 88440.5338 9423.3411
309 22176.0282 88440.5338
310 -38094.4522 22176.0282
311 -9827.2335 -38094.4522
312 -77250.4057 -9827.2335
313 -103329.5351 -77250.4057
314 -104043.0651 -103329.5351
315 -106285.8564 -104043.0651
316 -38756.6620 -106285.8564
317 90705.3731 -38756.6620
318 -962.5984 90705.3731
319 1176.6623 -962.5984
320 -21421.6578 1176.6623
321 -31058.0088 -21421.6578
322 -52517.5116 -31058.0088
323 274904.7996 -52517.5116
324 176858.6770 274904.7996
325 203288.5967 176858.6770
326 -57904.2013 203288.5967
327 -77497.7190 -57904.2013
328 -51979.2262 -77497.7190
329 -49075.2270 -51979.2262
330 -89015.1393 -49075.2270
331 -53407.8385 -89015.1393
332 -80309.3676 -53407.8385
333 -80199.4864 -80309.3676
334 34328.5342 -80199.4864
335 18604.2797 34328.5342
336 -43002.0530 18604.2797
337 -105813.5158 -43002.0530
338 -38545.4547 -105813.5158
339 -397.6282 -38545.4547
340 -52119.1919 -397.6282
341 -87911.3164 -52119.1919
342 -82550.4707 -87911.3164
343 -105347.7632 -82550.4707
344 -101848.0355 -105347.7632
345 -95888.2868 -101848.0355
346 -100326.9524 -95888.2868
347 -106648.7371 -100326.9524
348 -101974.8185 -106648.7371
349 -99408.2689 -101974.8185
350 114216.8324 -99408.2689
351 202278.1743 114216.8324
352 186032.8914 202278.1743
353 213097.5189 186032.8914
354 96009.3980 213097.5189
355 202711.7632 96009.3980
356 230794.4162 202711.7632
357 314851.5059 230794.4162
358 820222.6083 314851.5059
359 195274.4309 820222.6083
360 203133.1586 195274.4309
361 -67260.8431 203133.1586
362 -59724.8910 -67260.8431
363 -76213.0596 -59724.8910
364 -67253.9069 -76213.0596
365 -38779.2886 -67253.9069
366 -68362.3153 -38779.2886
367 -68942.4717 -68362.3153
368 -77473.9239 -68942.4717
369 -53424.4362 -77473.9239
370 -80196.2496 -53424.4362
371 34221.6330 -80196.2496
372 -37094.1100 34221.6330
373 -106479.6225 -37094.1100
374 -103605.4195 -106479.6225
375 -38571.8488 -103605.4195
376 -396.3090 -38571.8488
377 -52487.6426 -396.3090
378 -99430.7005 -52487.6426
379 -92273.4987 -99430.7005
380 -91663.3273 -92273.4987
381 -96975.6662 -91663.3273
382 -101066.8817 -96975.6662
383 -90234.5815 -101066.8817
384 -100054.6555 -90234.5815
385 -98914.5719 -100054.6555
386 -101127.2940 -98914.5719
387 -96103.3282 -101127.2940
388 -93061.5587 -96103.3282
389 -88555.6314 -93061.5587
390 -99597.0803 -88555.6314
391 213546.4967 -99597.0803
392 -70653.6435 213546.4967
393 -69434.5041 -70653.6435
394 -66995.4019 -69434.5041
395 -34945.9212 -66995.4019
396 -76200.7920 -34945.9212
397 -19756.0272 -76200.7920
398 -54133.6556 -19756.0272
399 -52052.4458 -54133.6556
400 -55322.1652 -52052.4458
401 217267.5293 -55322.1652
402 -53945.3063 217267.5293
403 -54767.1197 -53945.3063
404 -97338.8189 -54767.1197
405 -53382.0542 -97338.8189
406 -74824.7040 -53382.0542
407 -72596.7299 -74824.7040
408 -80111.6225 -72596.7299
409 -26677.6112 -80111.6225
410 -24847.6612 -26677.6112
411 22478.3077 -24847.6612
412 -23897.8391 22478.3077
413 -6970.4024 -23897.8391
414 -31477.8782 -6970.4024
415 -32846.2212 -31477.8782
416 -31924.1019 -32846.2212
417 -24540.5460 -31924.1019
418 -18844.6989 -24540.5460
419 -28065.5915 -18844.6989
420 -4028.1168 -28065.5915
421 3478.4659 -4028.1168
422 35208.0174 3478.4659
423 17148.7214 35208.0174
424 12362.0026 17148.7214
425 7260.0986 12362.0026
426 12969.3097 7260.0986
427 13416.6999 12969.3097
428 14536.8355 13416.6999
429 13891.0421 14536.8355
430 -44675.4567 13891.0421
431 NA -44675.4567
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] -18372.0453 -51984.0821
[2,] -51384.7569 -18372.0453
[3,] -38448.7631 -51384.7569
[4,] -28204.3908 -38448.7631
[5,] -55151.6551 -28204.3908
[6,] -55709.7680 -55151.6551
[7,] -52533.0890 -55709.7680
[8,] -47951.0220 -52533.0890
[9,] -54073.2014 -47951.0220
[10,] -29140.1596 -54073.2014
[11,] -25285.6329 -29140.1596
[12,] -53428.4879 -25285.6329
[13,] -77322.8544 -53428.4879
[14,] -79133.9065 -77322.8544
[15,] -80405.2747 -79133.9065
[16,] -79141.9387 -80405.2747
[17,] -79282.3001 -79141.9387
[18,] -78621.9433 -79282.3001
[19,] -78459.2013 -78621.9433
[20,] -80174.0945 -78459.2013
[21,] -30726.2388 -80174.0945
[22,] 95041.9604 -30726.2388
[23,] 32759.1670 95041.9604
[24,] 29915.8614 32759.1670
[25,] 17150.3681 29915.8614
[26,] 91785.8572 17150.3681
[27,] 33861.8705 91785.8572
[28,] -42141.6666 33861.8705
[29,] -102645.2920 -42141.6666
[30,] -105839.0484 -102645.2920
[31,] -35023.5739 -105839.0484
[32,] 16584.5218 -35023.5739
[33,] -24762.1198 16584.5218
[34,] -39826.6969 -24762.1198
[35,] -26299.3480 -39826.6969
[36,] -48066.7863 -26299.3480
[37,] 203220.1216 -48066.7863
[38,] -11222.0719 203220.1216
[39,] -7504.4171 -11222.0719
[40,] -26067.1170 -7504.4171
[41,] -17362.2156 -26067.1170
[42,] -38607.7672 -17362.2156
[43,] -4853.7732 -38607.7672
[44,] 1296.8835 -4853.7732
[45,] -195.4289 1296.8835
[46,] -45095.7820 -195.4289
[47,] -29801.9203 -45095.7820
[48,] 2311.3611 -29801.9203
[49,] 780.5657 2311.3611
[50,] -40474.6696 780.5657
[51,] -42507.0539 -40474.6696
[52,] -5850.3256 -42507.0539
[53,] 115807.4229 -5850.3256
[54,] 35862.4758 115807.4229
[55,] -42698.6495 35862.4758
[56,] -52010.5455 -42698.6495
[57,] -45048.6944 -52010.5455
[58,] -52510.2117 -45048.6944
[59,] 264105.7978 -52510.2117
[60,] 118534.8649 264105.7978
[61,] 203754.6431 118534.8649
[62,] 15169.0314 203754.6431
[63,] 202766.3805 15169.0314
[64,] 260528.1083 202766.3805
[65,] 218013.3857 260528.1083
[66,] 212545.9028 218013.3857
[67,] 203053.0516 212545.9028
[68,] 11875.1888 203053.0516
[69,] -76000.6433 11875.1888
[70,] 224517.6363 -76000.6433
[71,] -77622.5047 224517.6363
[72,] -46561.4052 -77622.5047
[73,] -52333.5476 -46561.4052
[74,] -50190.7121 -52333.5476
[75,] -52755.5158 -50190.7121
[76,] -72851.0447 -52755.5158
[77,] 130344.3494 -72851.0447
[78,] -49302.1727 130344.3494
[79,] -53421.9134 -49302.1727
[80,] -80181.6776 -53421.9134
[81,] -15917.2363 -80181.6776
[82,] 34210.1823 -15917.2363
[83,] -43847.9955 34210.1823
[84,] -103111.7453 -43847.9955
[85,] -94791.3445 -103111.7453
[86,] -104808.1266 -94791.3445
[87,] -103379.0923 -104808.1266
[88,] -43084.6284 -103379.0923
[89,] 146690.6464 -43084.6284
[90,] -73791.4766 146690.6464
[91,] -35904.4095 -73791.4766
[92,] -33232.7310 -35904.4095
[93,] -38570.9399 -33232.7310
[94,] 729.7612 -38570.9399
[95,] 2544.9957 729.7612
[96,] -13441.4433 2544.9957
[97,] 47369.3150 -13441.4433
[98,] 5654.4717 47369.3150
[99,] 2266.4497 5654.4717
[100,] 12495.0906 2266.4497
[101,] 17691.9284 12495.0906
[102,] -104570.5179 17691.9284
[103,] -8747.1120 -104570.5179
[104,] 158518.1673 -8747.1120
[105,] -56401.4898 158518.1673
[106,] -48795.5967 -56401.4898
[107,] -45863.7494 -48795.5967
[108,] -63797.5544 -45863.7494
[109,] -52447.5941 -63797.5544
[110,] -99711.4355 -52447.5941
[111,] 207730.2291 -99711.4355
[112,] 302876.7551 207730.2291
[113,] 746714.1728 302876.7551
[114,] 586239.2520 746714.1728
[115,] 419117.0070 586239.2520
[116,] 126309.0107 419117.0070
[117,] 203263.1535 126309.0107
[118,] -30759.6203 203263.1535
[119,] -60815.3023 -30759.6203
[120,] -66764.7204 -60815.3023
[121,] -77484.1720 -66764.7204
[122,] -48535.5660 -77484.1720
[123,] -53364.5011 -48535.5660
[124,] -60449.4067 -53364.5011
[125,] -76767.6583 -60449.4067
[126,] -76620.2602 -76767.6583
[127,] -80177.5438 -76620.2602
[128,] 34254.9020 -80177.5438
[129,] -43846.7676 34254.9020
[130,] -98713.5407 -43846.7676
[131,] -76824.0443 -98713.5407
[132,] -51274.0349 -76824.0443
[133,] -53391.9593 -51274.0349
[134,] -79977.1345 -53391.9593
[135,] 24431.4312 -79977.1345
[136,] -57312.2709 24431.4312
[137,] 34214.6736 -57312.2709
[138,] -43783.5052 34214.6736
[139,] -104469.8502 -43783.5052
[140,] -37030.7118 -104469.8502
[141,] -27701.4535 -37030.7118
[142,] -42646.5360 -27701.4535
[143,] -38526.2130 -42646.5360
[144,] 227.5167 -38526.2130
[145,] -51326.5332 227.5167
[146,] -52433.6198 -51326.5332
[147,] -100544.0350 -52433.6198
[148,] -98387.3333 -100544.0350
[149,] -98393.4294 -98387.3333
[150,] -101706.6340 -98393.4294
[151,] 212378.0938 -101706.6340
[152,] 368592.9577 212378.0938
[153,] 202838.8708 368592.9577
[154,] 203257.1363 202838.8708
[155,] -68244.6674 203257.1363
[156,] -60957.7973 -68244.6674
[157,] -76997.0518 -60957.7973
[158,] -3073.2985 -76997.0518
[159,] -53368.3318 -3073.2985
[160,] -79766.9541 -53368.3318
[161,] -77029.7275 -79766.9541
[162,] -78834.9155 -77029.7275
[163,] -62439.7263 -78834.9155
[164,] -58091.1291 -62439.7263
[165,] -85013.8242 -58091.1291
[166,] -81764.6926 -85013.8242
[167,] -79026.4824 -81764.6926
[168,] -72533.5203 -79026.4824
[169,] -80192.9086 -72533.5203
[170,] -25461.7417 -80192.9086
[171,] -29274.6169 -25461.7417
[172,] 96401.2540 -29274.6169
[173,] 85379.0730 96401.2540
[174,] 21518.2627 85379.0730
[175,] -43974.4263 21518.2627
[176,] -38486.4860 -43974.4263
[177,] 6891.7816 -38486.4860
[178,] 5181.5796 6891.7816
[179,] 9146.0670 5181.5796
[180,] -38435.9034 9146.0670
[181,] -394.3779 -38435.9034
[182,] -37486.4399 -394.3779
[183,] -50611.7184 -37486.4399
[184,] -52495.9551 -50611.7184
[185,] -99483.0970 -52495.9551
[186,] -99600.9712 -99483.0970
[187,] 207276.0284 -99600.9712
[188,] 46720.1004 207276.0284
[189,] 203260.7656 46720.1004
[190,] -77415.9932 203260.7656
[191,] 8207.0563 -77415.9932
[192,] -53388.8923 8207.0563
[193,] -80187.2961 -53388.8923
[194,] -28600.0927 -80187.2961
[195,] 62536.5457 -28600.0927
[196,] 61927.4653 62536.5457
[197,] 24464.3847 61927.4653
[198,] -41906.6927 24464.3847
[199,] -105490.8002 -41906.6927
[200,] -92169.2391 -105490.8002
[201,] -104082.7742 -92169.2391
[202,] -106088.0254 -104082.7742
[203,] -102462.1405 -106088.0254
[204,] -91421.0283 -102462.1405
[205,] -103858.7786 -91421.0283
[206,] -106424.4940 -103858.7786
[207,] -95004.2818 -106424.4940
[208,] -34151.0419 -95004.2818
[209,] -14680.6530 -34151.0419
[210,] -36481.1758 -14680.6530
[211,] -38461.4673 -36481.1758
[212,] -6314.7240 -38461.4673
[213,] -5457.9028 -6314.7240
[214,] -4641.2721 -5457.9028
[215,] 24432.1750 -4641.2721
[216,] 6700.0320 24432.1750
[217,] 56301.5034 6700.0320
[218,] -49972.0866 56301.5034
[219,] -13605.4337 -49972.0866
[220,] 65617.6260 -13605.4337
[221,] -43257.0152 65617.6260
[222,] -2975.6361 -43257.0152
[223,] -52489.8522 -2975.6361
[224,] -100628.8139 -52489.8522
[225,] -98786.4913 -100628.8139
[226,] -102671.3692 -98786.4913
[227,] 213550.8750 -102671.3692
[228,] -47431.5150 213550.8750
[229,] -56480.3045 -47431.5150
[230,] -61411.8271 -56480.3045
[231,] -77444.9130 -61411.8271
[232,] -53270.5395 -77444.9130
[233,] -63328.5218 -53270.5395
[234,] -49819.4800 -63328.5218
[235,] -53396.5585 -49819.4800
[236,] -78906.1370 -53396.5585
[237,] -80189.3932 -78906.1370
[238,] -21281.1783 -80189.3932
[239,] 52445.0103 -21281.1783
[240,] 12826.6985 52445.0103
[241,] -43889.7870 12826.6985
[242,] -38459.5619 -43889.7870
[243,] -387.3924 -38459.5619
[244,] -52504.2159 -387.3924
[245,] 539836.2739 -52504.2159
[246,] 235437.0846 539836.2739
[247,] 541138.0297 235437.0846
[248,] 329130.6501 541138.0297
[249,] 167075.3061 329130.6501
[250,] 228098.5024 167075.3061
[251,] 129210.4649 228098.5024
[252,] 203260.3915 129210.4649
[253,] -72864.4329 203260.3915
[254,] -77457.9396 -72864.4329
[255,] -47237.6400 -77457.9396
[256,] -45447.7206 -47237.6400
[257,] -53402.3328 -45447.7206
[258,] -80106.7779 -53402.3328
[259,] -28027.5395 -80106.7779
[260,] -21641.5347 -28027.5395
[261,] -1540.8844 -21641.5347
[262,] -29949.9993 -1540.8844
[263,] -16941.1908 -29949.9993
[264,] -28783.6810 -16941.1908
[265,] -34602.8242 -28783.6810
[266,] -40045.0405 -34602.8242
[267,] -25598.5392 -40045.0405
[268,] -28083.8066 -25598.5392
[269,] 37485.2802 -28083.8066
[270,] 10503.5281 37485.2802
[271,] 26393.0639 10503.5281
[272,] 19611.9413 26393.0639
[273,] -42834.3117 19611.9413
[274,] -101985.9126 -42834.3117
[275,] -106324.5296 -101985.9126
[276,] -107202.7353 -106324.5296
[277,] -37211.0991 -107202.7353
[278,] -38387.5368 -37211.0991
[279,] -10749.8817 -38387.5368
[280,] 2383.6092 -10749.8817
[281,] 27723.8676 2383.6092
[282,] 17595.7284 27723.8676
[283,] 82149.9237 17595.7284
[284,] -52509.7685 82149.9237
[285,] 886488.6528 -52509.7685
[286,] 206698.5841 886488.6528
[287,] 199350.5118 206698.5841
[288,] 200772.2861 199350.5118
[289,] 200366.9096 200772.2861
[290,] 202837.6765 200366.9096
[291,] 269324.7964 202837.6765
[292,] 203208.8164 269324.7964
[293,] -77485.0265 203208.8164
[294,] -50497.0133 -77485.0265
[295,] -53407.7054 -50497.0133
[296,] -81286.3200 -53407.7054
[297,] -78467.8443 -81286.3200
[298,] -72312.1892 -78467.8443
[299,] -78898.0977 -72312.1892
[300,] -88856.0022 -78898.0977
[301,] 239288.1022 -88856.0022
[302,] -81018.1094 239288.1022
[303,] -80152.1766 -81018.1094
[304,] -41439.6638 -80152.1766
[305,] -22694.4401 -41439.6638
[306,] -22786.5675 -22694.4401
[307,] 9423.3411 -22786.5675
[308,] 88440.5338 9423.3411
[309,] 22176.0282 88440.5338
[310,] -38094.4522 22176.0282
[311,] -9827.2335 -38094.4522
[312,] -77250.4057 -9827.2335
[313,] -103329.5351 -77250.4057
[314,] -104043.0651 -103329.5351
[315,] -106285.8564 -104043.0651
[316,] -38756.6620 -106285.8564
[317,] 90705.3731 -38756.6620
[318,] -962.5984 90705.3731
[319,] 1176.6623 -962.5984
[320,] -21421.6578 1176.6623
[321,] -31058.0088 -21421.6578
[322,] -52517.5116 -31058.0088
[323,] 274904.7996 -52517.5116
[324,] 176858.6770 274904.7996
[325,] 203288.5967 176858.6770
[326,] -57904.2013 203288.5967
[327,] -77497.7190 -57904.2013
[328,] -51979.2262 -77497.7190
[329,] -49075.2270 -51979.2262
[330,] -89015.1393 -49075.2270
[331,] -53407.8385 -89015.1393
[332,] -80309.3676 -53407.8385
[333,] -80199.4864 -80309.3676
[334,] 34328.5342 -80199.4864
[335,] 18604.2797 34328.5342
[336,] -43002.0530 18604.2797
[337,] -105813.5158 -43002.0530
[338,] -38545.4547 -105813.5158
[339,] -397.6282 -38545.4547
[340,] -52119.1919 -397.6282
[341,] -87911.3164 -52119.1919
[342,] -82550.4707 -87911.3164
[343,] -105347.7632 -82550.4707
[344,] -101848.0355 -105347.7632
[345,] -95888.2868 -101848.0355
[346,] -100326.9524 -95888.2868
[347,] -106648.7371 -100326.9524
[348,] -101974.8185 -106648.7371
[349,] -99408.2689 -101974.8185
[350,] 114216.8324 -99408.2689
[351,] 202278.1743 114216.8324
[352,] 186032.8914 202278.1743
[353,] 213097.5189 186032.8914
[354,] 96009.3980 213097.5189
[355,] 202711.7632 96009.3980
[356,] 230794.4162 202711.7632
[357,] 314851.5059 230794.4162
[358,] 820222.6083 314851.5059
[359,] 195274.4309 820222.6083
[360,] 203133.1586 195274.4309
[361,] -67260.8431 203133.1586
[362,] -59724.8910 -67260.8431
[363,] -76213.0596 -59724.8910
[364,] -67253.9069 -76213.0596
[365,] -38779.2886 -67253.9069
[366,] -68362.3153 -38779.2886
[367,] -68942.4717 -68362.3153
[368,] -77473.9239 -68942.4717
[369,] -53424.4362 -77473.9239
[370,] -80196.2496 -53424.4362
[371,] 34221.6330 -80196.2496
[372,] -37094.1100 34221.6330
[373,] -106479.6225 -37094.1100
[374,] -103605.4195 -106479.6225
[375,] -38571.8488 -103605.4195
[376,] -396.3090 -38571.8488
[377,] -52487.6426 -396.3090
[378,] -99430.7005 -52487.6426
[379,] -92273.4987 -99430.7005
[380,] -91663.3273 -92273.4987
[381,] -96975.6662 -91663.3273
[382,] -101066.8817 -96975.6662
[383,] -90234.5815 -101066.8817
[384,] -100054.6555 -90234.5815
[385,] -98914.5719 -100054.6555
[386,] -101127.2940 -98914.5719
[387,] -96103.3282 -101127.2940
[388,] -93061.5587 -96103.3282
[389,] -88555.6314 -93061.5587
[390,] -99597.0803 -88555.6314
[391,] 213546.4967 -99597.0803
[392,] -70653.6435 213546.4967
[393,] -69434.5041 -70653.6435
[394,] -66995.4019 -69434.5041
[395,] -34945.9212 -66995.4019
[396,] -76200.7920 -34945.9212
[397,] -19756.0272 -76200.7920
[398,] -54133.6556 -19756.0272
[399,] -52052.4458 -54133.6556
[400,] -55322.1652 -52052.4458
[401,] 217267.5293 -55322.1652
[402,] -53945.3063 217267.5293
[403,] -54767.1197 -53945.3063
[404,] -97338.8189 -54767.1197
[405,] -53382.0542 -97338.8189
[406,] -74824.7040 -53382.0542
[407,] -72596.7299 -74824.7040
[408,] -80111.6225 -72596.7299
[409,] -26677.6112 -80111.6225
[410,] -24847.6612 -26677.6112
[411,] 22478.3077 -24847.6612
[412,] -23897.8391 22478.3077
[413,] -6970.4024 -23897.8391
[414,] -31477.8782 -6970.4024
[415,] -32846.2212 -31477.8782
[416,] -31924.1019 -32846.2212
[417,] -24540.5460 -31924.1019
[418,] -18844.6989 -24540.5460
[419,] -28065.5915 -18844.6989
[420,] -4028.1168 -28065.5915
[421,] 3478.4659 -4028.1168
[422,] 35208.0174 3478.4659
[423,] 17148.7214 35208.0174
[424,] 12362.0026 17148.7214
[425,] 7260.0986 12362.0026
[426,] 12969.3097 7260.0986
[427,] 13416.6999 12969.3097
[428,] 14536.8355 13416.6999
[429,] 13891.0421 14536.8355
[430,] -44675.4567 13891.0421
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 -18372.0453 -51984.0821
2 -51384.7569 -18372.0453
3 -38448.7631 -51384.7569
4 -28204.3908 -38448.7631
5 -55151.6551 -28204.3908
6 -55709.7680 -55151.6551
7 -52533.0890 -55709.7680
8 -47951.0220 -52533.0890
9 -54073.2014 -47951.0220
10 -29140.1596 -54073.2014
11 -25285.6329 -29140.1596
12 -53428.4879 -25285.6329
13 -77322.8544 -53428.4879
14 -79133.9065 -77322.8544
15 -80405.2747 -79133.9065
16 -79141.9387 -80405.2747
17 -79282.3001 -79141.9387
18 -78621.9433 -79282.3001
19 -78459.2013 -78621.9433
20 -80174.0945 -78459.2013
21 -30726.2388 -80174.0945
22 95041.9604 -30726.2388
23 32759.1670 95041.9604
24 29915.8614 32759.1670
25 17150.3681 29915.8614
26 91785.8572 17150.3681
27 33861.8705 91785.8572
28 -42141.6666 33861.8705
29 -102645.2920 -42141.6666
30 -105839.0484 -102645.2920
31 -35023.5739 -105839.0484
32 16584.5218 -35023.5739
33 -24762.1198 16584.5218
34 -39826.6969 -24762.1198
35 -26299.3480 -39826.6969
36 -48066.7863 -26299.3480
37 203220.1216 -48066.7863
38 -11222.0719 203220.1216
39 -7504.4171 -11222.0719
40 -26067.1170 -7504.4171
41 -17362.2156 -26067.1170
42 -38607.7672 -17362.2156
43 -4853.7732 -38607.7672
44 1296.8835 -4853.7732
45 -195.4289 1296.8835
46 -45095.7820 -195.4289
47 -29801.9203 -45095.7820
48 2311.3611 -29801.9203
49 780.5657 2311.3611
50 -40474.6696 780.5657
51 -42507.0539 -40474.6696
52 -5850.3256 -42507.0539
53 115807.4229 -5850.3256
54 35862.4758 115807.4229
55 -42698.6495 35862.4758
56 -52010.5455 -42698.6495
57 -45048.6944 -52010.5455
58 -52510.2117 -45048.6944
59 264105.7978 -52510.2117
60 118534.8649 264105.7978
61 203754.6431 118534.8649
62 15169.0314 203754.6431
63 202766.3805 15169.0314
64 260528.1083 202766.3805
65 218013.3857 260528.1083
66 212545.9028 218013.3857
67 203053.0516 212545.9028
68 11875.1888 203053.0516
69 -76000.6433 11875.1888
70 224517.6363 -76000.6433
71 -77622.5047 224517.6363
72 -46561.4052 -77622.5047
73 -52333.5476 -46561.4052
74 -50190.7121 -52333.5476
75 -52755.5158 -50190.7121
76 -72851.0447 -52755.5158
77 130344.3494 -72851.0447
78 -49302.1727 130344.3494
79 -53421.9134 -49302.1727
80 -80181.6776 -53421.9134
81 -15917.2363 -80181.6776
82 34210.1823 -15917.2363
83 -43847.9955 34210.1823
84 -103111.7453 -43847.9955
85 -94791.3445 -103111.7453
86 -104808.1266 -94791.3445
87 -103379.0923 -104808.1266
88 -43084.6284 -103379.0923
89 146690.6464 -43084.6284
90 -73791.4766 146690.6464
91 -35904.4095 -73791.4766
92 -33232.7310 -35904.4095
93 -38570.9399 -33232.7310
94 729.7612 -38570.9399
95 2544.9957 729.7612
96 -13441.4433 2544.9957
97 47369.3150 -13441.4433
98 5654.4717 47369.3150
99 2266.4497 5654.4717
100 12495.0906 2266.4497
101 17691.9284 12495.0906
102 -104570.5179 17691.9284
103 -8747.1120 -104570.5179
104 158518.1673 -8747.1120
105 -56401.4898 158518.1673
106 -48795.5967 -56401.4898
107 -45863.7494 -48795.5967
108 -63797.5544 -45863.7494
109 -52447.5941 -63797.5544
110 -99711.4355 -52447.5941
111 207730.2291 -99711.4355
112 302876.7551 207730.2291
113 746714.1728 302876.7551
114 586239.2520 746714.1728
115 419117.0070 586239.2520
116 126309.0107 419117.0070
117 203263.1535 126309.0107
118 -30759.6203 203263.1535
119 -60815.3023 -30759.6203
120 -66764.7204 -60815.3023
121 -77484.1720 -66764.7204
122 -48535.5660 -77484.1720
123 -53364.5011 -48535.5660
124 -60449.4067 -53364.5011
125 -76767.6583 -60449.4067
126 -76620.2602 -76767.6583
127 -80177.5438 -76620.2602
128 34254.9020 -80177.5438
129 -43846.7676 34254.9020
130 -98713.5407 -43846.7676
131 -76824.0443 -98713.5407
132 -51274.0349 -76824.0443
133 -53391.9593 -51274.0349
134 -79977.1345 -53391.9593
135 24431.4312 -79977.1345
136 -57312.2709 24431.4312
137 34214.6736 -57312.2709
138 -43783.5052 34214.6736
139 -104469.8502 -43783.5052
140 -37030.7118 -104469.8502
141 -27701.4535 -37030.7118
142 -42646.5360 -27701.4535
143 -38526.2130 -42646.5360
144 227.5167 -38526.2130
145 -51326.5332 227.5167
146 -52433.6198 -51326.5332
147 -100544.0350 -52433.6198
148 -98387.3333 -100544.0350
149 -98393.4294 -98387.3333
150 -101706.6340 -98393.4294
151 212378.0938 -101706.6340
152 368592.9577 212378.0938
153 202838.8708 368592.9577
154 203257.1363 202838.8708
155 -68244.6674 203257.1363
156 -60957.7973 -68244.6674
157 -76997.0518 -60957.7973
158 -3073.2985 -76997.0518
159 -53368.3318 -3073.2985
160 -79766.9541 -53368.3318
161 -77029.7275 -79766.9541
162 -78834.9155 -77029.7275
163 -62439.7263 -78834.9155
164 -58091.1291 -62439.7263
165 -85013.8242 -58091.1291
166 -81764.6926 -85013.8242
167 -79026.4824 -81764.6926
168 -72533.5203 -79026.4824
169 -80192.9086 -72533.5203
170 -25461.7417 -80192.9086
171 -29274.6169 -25461.7417
172 96401.2540 -29274.6169
173 85379.0730 96401.2540
174 21518.2627 85379.0730
175 -43974.4263 21518.2627
176 -38486.4860 -43974.4263
177 6891.7816 -38486.4860
178 5181.5796 6891.7816
179 9146.0670 5181.5796
180 -38435.9034 9146.0670
181 -394.3779 -38435.9034
182 -37486.4399 -394.3779
183 -50611.7184 -37486.4399
184 -52495.9551 -50611.7184
185 -99483.0970 -52495.9551
186 -99600.9712 -99483.0970
187 207276.0284 -99600.9712
188 46720.1004 207276.0284
189 203260.7656 46720.1004
190 -77415.9932 203260.7656
191 8207.0563 -77415.9932
192 -53388.8923 8207.0563
193 -80187.2961 -53388.8923
194 -28600.0927 -80187.2961
195 62536.5457 -28600.0927
196 61927.4653 62536.5457
197 24464.3847 61927.4653
198 -41906.6927 24464.3847
199 -105490.8002 -41906.6927
200 -92169.2391 -105490.8002
201 -104082.7742 -92169.2391
202 -106088.0254 -104082.7742
203 -102462.1405 -106088.0254
204 -91421.0283 -102462.1405
205 -103858.7786 -91421.0283
206 -106424.4940 -103858.7786
207 -95004.2818 -106424.4940
208 -34151.0419 -95004.2818
209 -14680.6530 -34151.0419
210 -36481.1758 -14680.6530
211 -38461.4673 -36481.1758
212 -6314.7240 -38461.4673
213 -5457.9028 -6314.7240
214 -4641.2721 -5457.9028
215 24432.1750 -4641.2721
216 6700.0320 24432.1750
217 56301.5034 6700.0320
218 -49972.0866 56301.5034
219 -13605.4337 -49972.0866
220 65617.6260 -13605.4337
221 -43257.0152 65617.6260
222 -2975.6361 -43257.0152
223 -52489.8522 -2975.6361
224 -100628.8139 -52489.8522
225 -98786.4913 -100628.8139
226 -102671.3692 -98786.4913
227 213550.8750 -102671.3692
228 -47431.5150 213550.8750
229 -56480.3045 -47431.5150
230 -61411.8271 -56480.3045
231 -77444.9130 -61411.8271
232 -53270.5395 -77444.9130
233 -63328.5218 -53270.5395
234 -49819.4800 -63328.5218
235 -53396.5585 -49819.4800
236 -78906.1370 -53396.5585
237 -80189.3932 -78906.1370
238 -21281.1783 -80189.3932
239 52445.0103 -21281.1783
240 12826.6985 52445.0103
241 -43889.7870 12826.6985
242 -38459.5619 -43889.7870
243 -387.3924 -38459.5619
244 -52504.2159 -387.3924
245 539836.2739 -52504.2159
246 235437.0846 539836.2739
247 541138.0297 235437.0846
248 329130.6501 541138.0297
249 167075.3061 329130.6501
250 228098.5024 167075.3061
251 129210.4649 228098.5024
252 203260.3915 129210.4649
253 -72864.4329 203260.3915
254 -77457.9396 -72864.4329
255 -47237.6400 -77457.9396
256 -45447.7206 -47237.6400
257 -53402.3328 -45447.7206
258 -80106.7779 -53402.3328
259 -28027.5395 -80106.7779
260 -21641.5347 -28027.5395
261 -1540.8844 -21641.5347
262 -29949.9993 -1540.8844
263 -16941.1908 -29949.9993
264 -28783.6810 -16941.1908
265 -34602.8242 -28783.6810
266 -40045.0405 -34602.8242
267 -25598.5392 -40045.0405
268 -28083.8066 -25598.5392
269 37485.2802 -28083.8066
270 10503.5281 37485.2802
271 26393.0639 10503.5281
272 19611.9413 26393.0639
273 -42834.3117 19611.9413
274 -101985.9126 -42834.3117
275 -106324.5296 -101985.9126
276 -107202.7353 -106324.5296
277 -37211.0991 -107202.7353
278 -38387.5368 -37211.0991
279 -10749.8817 -38387.5368
280 2383.6092 -10749.8817
281 27723.8676 2383.6092
282 17595.7284 27723.8676
283 82149.9237 17595.7284
284 -52509.7685 82149.9237
285 886488.6528 -52509.7685
286 206698.5841 886488.6528
287 199350.5118 206698.5841
288 200772.2861 199350.5118
289 200366.9096 200772.2861
290 202837.6765 200366.9096
291 269324.7964 202837.6765
292 203208.8164 269324.7964
293 -77485.0265 203208.8164
294 -50497.0133 -77485.0265
295 -53407.7054 -50497.0133
296 -81286.3200 -53407.7054
297 -78467.8443 -81286.3200
298 -72312.1892 -78467.8443
299 -78898.0977 -72312.1892
300 -88856.0022 -78898.0977
301 239288.1022 -88856.0022
302 -81018.1094 239288.1022
303 -80152.1766 -81018.1094
304 -41439.6638 -80152.1766
305 -22694.4401 -41439.6638
306 -22786.5675 -22694.4401
307 9423.3411 -22786.5675
308 88440.5338 9423.3411
309 22176.0282 88440.5338
310 -38094.4522 22176.0282
311 -9827.2335 -38094.4522
312 -77250.4057 -9827.2335
313 -103329.5351 -77250.4057
314 -104043.0651 -103329.5351
315 -106285.8564 -104043.0651
316 -38756.6620 -106285.8564
317 90705.3731 -38756.6620
318 -962.5984 90705.3731
319 1176.6623 -962.5984
320 -21421.6578 1176.6623
321 -31058.0088 -21421.6578
322 -52517.5116 -31058.0088
323 274904.7996 -52517.5116
324 176858.6770 274904.7996
325 203288.5967 176858.6770
326 -57904.2013 203288.5967
327 -77497.7190 -57904.2013
328 -51979.2262 -77497.7190
329 -49075.2270 -51979.2262
330 -89015.1393 -49075.2270
331 -53407.8385 -89015.1393
332 -80309.3676 -53407.8385
333 -80199.4864 -80309.3676
334 34328.5342 -80199.4864
335 18604.2797 34328.5342
336 -43002.0530 18604.2797
337 -105813.5158 -43002.0530
338 -38545.4547 -105813.5158
339 -397.6282 -38545.4547
340 -52119.1919 -397.6282
341 -87911.3164 -52119.1919
342 -82550.4707 -87911.3164
343 -105347.7632 -82550.4707
344 -101848.0355 -105347.7632
345 -95888.2868 -101848.0355
346 -100326.9524 -95888.2868
347 -106648.7371 -100326.9524
348 -101974.8185 -106648.7371
349 -99408.2689 -101974.8185
350 114216.8324 -99408.2689
351 202278.1743 114216.8324
352 186032.8914 202278.1743
353 213097.5189 186032.8914
354 96009.3980 213097.5189
355 202711.7632 96009.3980
356 230794.4162 202711.7632
357 314851.5059 230794.4162
358 820222.6083 314851.5059
359 195274.4309 820222.6083
360 203133.1586 195274.4309
361 -67260.8431 203133.1586
362 -59724.8910 -67260.8431
363 -76213.0596 -59724.8910
364 -67253.9069 -76213.0596
365 -38779.2886 -67253.9069
366 -68362.3153 -38779.2886
367 -68942.4717 -68362.3153
368 -77473.9239 -68942.4717
369 -53424.4362 -77473.9239
370 -80196.2496 -53424.4362
371 34221.6330 -80196.2496
372 -37094.1100 34221.6330
373 -106479.6225 -37094.1100
374 -103605.4195 -106479.6225
375 -38571.8488 -103605.4195
376 -396.3090 -38571.8488
377 -52487.6426 -396.3090
378 -99430.7005 -52487.6426
379 -92273.4987 -99430.7005
380 -91663.3273 -92273.4987
381 -96975.6662 -91663.3273
382 -101066.8817 -96975.6662
383 -90234.5815 -101066.8817
384 -100054.6555 -90234.5815
385 -98914.5719 -100054.6555
386 -101127.2940 -98914.5719
387 -96103.3282 -101127.2940
388 -93061.5587 -96103.3282
389 -88555.6314 -93061.5587
390 -99597.0803 -88555.6314
391 213546.4967 -99597.0803
392 -70653.6435 213546.4967
393 -69434.5041 -70653.6435
394 -66995.4019 -69434.5041
395 -34945.9212 -66995.4019
396 -76200.7920 -34945.9212
397 -19756.0272 -76200.7920
398 -54133.6556 -19756.0272
399 -52052.4458 -54133.6556
400 -55322.1652 -52052.4458
401 217267.5293 -55322.1652
402 -53945.3063 217267.5293
403 -54767.1197 -53945.3063
404 -97338.8189 -54767.1197
405 -53382.0542 -97338.8189
406 -74824.7040 -53382.0542
407 -72596.7299 -74824.7040
408 -80111.6225 -72596.7299
409 -26677.6112 -80111.6225
410 -24847.6612 -26677.6112
411 22478.3077 -24847.6612
412 -23897.8391 22478.3077
413 -6970.4024 -23897.8391
414 -31477.8782 -6970.4024
415 -32846.2212 -31477.8782
416 -31924.1019 -32846.2212
417 -24540.5460 -31924.1019
418 -18844.6989 -24540.5460
419 -28065.5915 -18844.6989
420 -4028.1168 -28065.5915
421 3478.4659 -4028.1168
422 35208.0174 3478.4659
423 17148.7214 35208.0174
424 12362.0026 17148.7214
425 7260.0986 12362.0026
426 12969.3097 7260.0986
427 13416.6999 12969.3097
428 14536.8355 13416.6999
429 13891.0421 14536.8355
430 -44675.4567 13891.0421
> 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/html/rcomp/tmp/7p4na1291379638.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/8p4na1291379638.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/9iw5v1291379638.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/www/html/rcomp/tmp/10iw5v1291379638.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$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/html/rcomp/tmp/113e3j1291379638.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/html/rcomp/tmp/127x2p1291379638.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/html/rcomp/tmp/13vghi1291379638.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/html/rcomp/tmp/146py31291379638.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/html/rcomp/tmp/15rqer1291379638.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/html/rcomp/tmp/16nhui1291379638.tab")
+ }
>
> try(system("convert tmp/1bvpj1291379638.ps tmp/1bvpj1291379638.png",intern=TRUE))
character(0)
> try(system("convert tmp/2l4741291379638.ps tmp/2l4741291379638.png",intern=TRUE))
character(0)
> try(system("convert tmp/3l4741291379638.ps tmp/3l4741291379638.png",intern=TRUE))
character(0)
> try(system("convert tmp/4l4741291379638.ps tmp/4l4741291379638.png",intern=TRUE))
character(0)
> try(system("convert tmp/5l4741291379638.ps tmp/5l4741291379638.png",intern=TRUE))
character(0)
> try(system("convert tmp/6edo71291379638.ps tmp/6edo71291379638.png",intern=TRUE))
character(0)
> try(system("convert tmp/7p4na1291379638.ps tmp/7p4na1291379638.png",intern=TRUE))
character(0)
> try(system("convert tmp/8p4na1291379638.ps tmp/8p4na1291379638.png",intern=TRUE))
character(0)
> try(system("convert tmp/9iw5v1291379638.ps tmp/9iw5v1291379638.png",intern=TRUE))
character(0)
> try(system("convert tmp/10iw5v1291379638.ps tmp/10iw5v1291379638.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
16.104 2.273 33.592