R version 2.15.2 (2012-10-26) -- "Trick or Treat"
Copyright (C) 2012 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i686-pc-linux-gnu (32-bit)
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Type 'license()' or 'licence()' for distribution details.
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Type 'contributors()' for more information and
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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.
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+ ,768.018
+ ,-0.4
+ ,0.8
+ ,2.6
+ ,147
+ ,21
+ ,49
+ ,230.259
+ ,780.344
+ ,2.4
+ ,3.9
+ ,0.2
+ ,14.3
+ ,20
+ ,574
+ ,329.584
+ ,826.256
+ ,3.4
+ ,0.9
+ ,0.3
+ ,228
+ ,16
+ ,109
+ ,317.805
+ ,76.695
+ ,12.1
+ ,2.8
+ ,-3.2
+ ,256
+ ,13
+ ,203
+ ,406.044
+ ,533.272
+ ,-2.5
+ ,2
+ ,1.3
+ ,80.7
+ ,3
+ ,532
+ ,415.888
+ ,630.992
+ ,-4.5
+ ,2
+ ,0.3
+ ,90
+ ,24
+ ,100
+ ,309.104
+ ,667.456
+ ,2.2
+ ,7.1
+ ,0.1
+ ,37.9
+ ,6
+ ,557
+ ,441.884
+ ,809.316
+ ,-4.7
+ ,1.4
+ ,1.2
+ ,276.8
+ ,18
+ ,445
+ ,289.037
+ ,656.667
+ ,0.1
+ ,2.1
+ ,-0.2
+ ,247.4
+ ,6
+ ,543
+ ,109.861
+ ,583.481
+ ,-5.8
+ ,7.7
+ ,0.1
+ ,47
+ ,7
+ ,90
+ ,343.399
+ ,7.794
+ ,3.3
+ ,4.3
+ ,0.8
+ ,217
+ ,17
+ ,105
+ ,352.636
+ ,776.089
+ ,2
+ ,1.7
+ ,1.1
+ ,234
+ ,15
+ ,121
+ ,313.549
+ ,767.276
+ ,1.3
+ ,4.2
+ ,0.2
+ ,169
+ ,10
+ ,61
+ ,219.722
+ ,7.979
+ ,1.4
+ ,5
+ ,-0.1
+ ,40.7
+ ,9
+ ,480
+ ,313.549
+ ,778.406
+ ,6.1
+ ,1.9
+ ,0.4
+ ,171
+ ,21
+ ,210
+ ,207.944
+ ,595.842
+ ,-3.1
+ ,4.2
+ ,-0.1
+ ,52.5
+ ,2
+ ,426
+ ,363.759
+ ,454.329
+ ,-11.5
+ ,1.7
+ ,3.7
+ ,90.4
+ ,4
+ ,465
+ ,373.767
+ ,562.762
+ ,-6.6
+ ,1
+ ,-0.1
+ ,200
+ ,2
+ ,445
+ ,248.491
+ ,566.643
+ ,-3.8
+ ,2.1
+ ,0.6
+ ,73
+ ,3
+ ,77
+ ,194.591
+ ,754.539
+ ,6.5
+ ,9.4
+ ,-0.9
+ ,250
+ ,11
+ ,160
+ ,194.591
+ ,623.832
+ ,-0.4
+ ,3.3
+ ,0.3
+ ,215.1
+ ,24
+ ,470
+ ,277.259
+ ,456.435
+ ,-6.3
+ ,2
+ ,2.3
+ ,223
+ ,3
+ ,148
+ ,270.805
+ ,658.203
+ ,2.2
+ ,1.8
+ ,0.1
+ ,64.2
+ ,6
+ ,549
+ ,179.176
+ ,531.321
+ ,-4.9
+ ,4.2
+ ,0.3
+ ,353
+ ,2
+ ,117
+ ,230.259
+ ,561.677
+ ,-1.3
+ ,2.8
+ ,-0.1
+ ,65.2
+ ,1
+ ,486
+ ,411.087
+ ,77.111
+ ,-5.1
+ ,0.7
+ ,0.3
+ ,60
+ ,10
+ ,99
+ ,34.012
+ ,62.519
+ ,0.1
+ ,1
+ ,0.2
+ ,87
+ ,24
+ ,111
+ ,368.888
+ ,785.516
+ ,6.5
+ ,5.2
+ ,-0.2
+ ,69
+ ,19
+ ,196
+ ,417.439
+ ,824.512
+ ,8.6
+ ,1.6
+ ,-1
+ ,258.8
+ ,15
+ ,530)
+ ,dim=c(8
+ ,500)
+ ,dimnames=list(c('PartikelsFijnstof'
+ ,'AutosPerUur'
+ ,'TempOp2mHoogte'
+ ,'Windsnelheid'
+ ,'TempverschilTussen2mEn25m'
+ ,'Windrichting'
+ ,'Uur'
+ ,'Dag')
+ ,1:500))
> y <- array(NA,dim=c(8,500),dimnames=list(c('PartikelsFijnstof','AutosPerUur','TempOp2mHoogte','Windsnelheid','TempverschilTussen2mEn25m','Windrichting','Uur','Dag'),1:500))
> 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 = '1'
> par3 <- 'No Linear Trend'
> par2 <- 'Do not include Seasonal Dummies'
> par1 <- '1'
> #'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, 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
PartikelsFijnstof AutosPerUur TempOp2mHoogte Windsnelheid
1 366.35600 774.414 -4.4 4.2
2 304.45200 803.398 -5.7 4.8
3 371.35700 470.048 -13.5 4.3
4 294.44400 75.251 1.4 3.0
5 406.04400 77.626 4.1 5.6
6 368.88800 788.683 5.8 2.3
7 33.32200 781.521 2.7 1.9
8 33.67300 777.779 7.1 8.9
9 207.94400 689.163 4.1 2.0
10 194.59100 76.774 1.1 5.2
11 33.32200 571.373 -9.0 3.4
12 321.88800 833.471 1.6 4.4
13 109.86100 465.396 -0.4 5.7
14 53.84500 738.895 -4.8 6.0
15 393.18300 781.763 -0.9 1.4
16 33.67300 496.981 -0.5 0.6
17 283.32100 780.384 -1.0 1.8
18 304.45200 762.168 -2.3 5.2
19 299.57300 521.494 5.8 2.6
20 421.95100 764.204 5.1 2.2
21 304.45200 777.149 10.8 2.4
22 37.61200 831.385 12.2 4.0
23 358.35200 763.964 -2.8 2.1
24 248.49100 705.531 11.2 3.3
25 248.49100 738.275 13.6 0.6
26 33.32200 756.786 -12.3 3.7
27 313.54900 792.226 4.2 1.4
28 207.94400 738.771 -2.8 4.5
29 368.88800 74.793 3.4 7.2
30 299.57300 397.029 -11.7 2.7
31 398.89800 805.102 -2.5 3.2
32 304.45200 667.834 3.9 4.8
33 355.53500 734.601 3.0 1.4
34 179.17600 754.062 0.0 6.1
35 304.45200 482.028 -2.6 2.1
36 256.49500 780.057 1.0 2.2
37 436.94500 741.878 -0.2 1.1
38 346.57400 796.032 7.7 4.8
39 460.51700 823.669 10.7 5.3
40 309.10400 830.721 9.3 7.3
41 415.88800 826.333 9.5 5.0
42 179.17600 750.329 1.6 4.5
43 248.49100 649.527 -3.4 0.5
44 321.88800 774.414 -1.3 4.2
45 373.76700 675.577 -3.2 2.6
46 42.48500 651.915 -1.8 2.3
47 38.71200 477.068 -0.5 0.5
48 400.73300 788.721 7.6 4.0
49 294.44400 542.053 3.4 2.9
50 309.10400 380.666 7.4 3.2
51 194.59100 48.752 -3.5 3.8
52 352.63600 825.088 19.8 4.8
53 38.71200 785.516 16.3 3.4
54 299.57300 825.427 -7.3 5.0
55 407.75400 736.201 -0.6 0.8
56 321.88800 759.388 -0.4 4.5
57 349.65100 835.208 17.8 5.0
58 32.58100 462.497 -1.9 2.2
59 299.57300 739.879 -10.0 3.8
60 270.80500 648.616 -1.3 2.9
61 309.10400 620.456 4.7 1.5
62 406.04400 764.348 0.3 1.5
63 361.09200 759.337 8.8 2.2
64 256.49500 643.455 -9.3 3.6
65 160.94400 700.033 -2.4 5.8
66 50.87600 749.499 2.9 1.2
67 230.25900 780.221 2.5 5.0
68 32.58100 755.276 13.4 3.9
69 366.35600 682.979 -15.5 3.1
70 304.45200 749.053 -1.6 2.2
71 34.01200 759.035 0.1 2.6
72 304.45200 551.745 -2.8 0.5
73 34.01200 818.619 -0.9 1.3
74 355.53500 595.842 -10.3 1.2
75 397.02900 755.276 -4.1 0.7
76 472.73900 777.022 -3.8 4.9
77 430.40700 799.834 8.2 5.6
78 256.49500 715.305 -4.8 4.7
79 378.41900 795.997 -4.3 6.0
80 495.58300 657.508 6.2 1.3
81 366.35600 788.231 3.3 5.8
82 526.78600 743.603 -1.0 1.8
83 346.57400 495.583 -4.0 1.7
84 207.94400 51.299 7.8 1.6
85 33.67300 720.638 -5.3 1.8
86 329.58400 746.107 2.2 3.1
87 219.72200 753.209 14.8 4.2
88 343.39900 813.359 -4.8 1.5
89 32.58100 691.771 12.8 1.0
90 283.32100 712.206 -3.2 4.6
91 363.75900 82.845 0.7 0.8
92 270.80500 756.528 3.5 6.9
93 299.57300 765.112 -6.8 2.2
94 400.73300 767.183 8.3 0.7
95 343.39900 631.173 -19.0 2.3
96 0.69315 70.775 7.0 4.0
97 352.63600 734.148 -14.6 1.6
98 263.90600 796.346 3.6 3.2
99 194.59100 735.116 3.5 1.9
100 371.35700 754.115 5.2 0.9
101 283.32100 664.249 -8.3 2.6
102 343.39900 756.579 0.6 3.8
103 329.58400 81.806 -0.5 0.7
104 317.80500 760.738 1.0 2.4
105 481.21800 754.327 -8.0 0.6
106 463.47300 820.985 -3.0 1.5
107 304.45200 576.205 5.0 3.2
108 38.71200 691.274 -5.1 0.8
109 368.88800 819.781 0.2 2.4
110 433.07300 76.024 12.9 5.6
111 461.51200 754.327 2.6 2.6
112 443.08200 770.661 7.8 8.0
113 34.01200 554.518 -0.7 2.0
114 248.49100 768.432 7.7 1.5
115 329.58400 790.064 1.5 1.3
116 294.44400 776.684 15.8 3.2
117 33.67300 797.797 4.3 5.7
118 289.03700 789.767 8.1 6.4
119 490.52700 824.065 11.6 6.0
120 263.90600 707.581 2.8 3.2
121 329.58400 77.424 -4.4 4.9
122 371.35700 697.915 -5.1 3.3
123 439.44500 827.741 2.0 2.5
124 382.86400 801.268 10.0 4.8
125 256.49500 578.996 1.1 4.0
126 33.32200 745.934 6.1 2.5
127 313.54900 622.851 0.1 1.9
128 0.69315 645.362 -2.6 4.9
129 400.73300 77.178 7.9 0.4
130 32.58100 792.696 4.8 9.4
131 32.58100 656.244 2.6 2.8
132 484.41900 817.273 -9.6 1.1
133 263.90600 51.299 -1.5 2.5
134 138.62900 454.329 3.8 5.8
135 32.58100 571.043 1.8 2.7
136 230.25900 819.257 -0.7 4.1
137 309.10400 500.395 3.6 2.7
138 294.44400 739.817 3.9 6.2
139 34.01200 663.988 4.7 3.6
140 299.57300 629.342 -2.5 4.9
141 382.86400 74.378 -9.9 4.5
142 230.25900 77.977 1.7 2.0
143 429.04600 733.629 -12.8 3.5
144 441.88400 751.589 4.3 2.1
145 33.67300 770.841 2.1 3.1
146 230.25900 464.439 -2.2 4.9
147 398.89800 777.402 3.3 1.8
148 412.71300 505.625 5.6 3.5
149 368.88800 586.363 -0.6 0.6
150 230.25900 552.943 3.4 4.7
151 329.58400 791.754 0.2 2.8
152 313.54900 674.052 -6.4 2.8
153 207.94400 653.669 8.0 1.9
154 525.22700 782.844 3.6 0.8
155 378.41900 774.846 -13.4 4.0
156 397.02900 571.043 -2.1 1.3
157 299.57300 564.897 -8.7 4.3
158 256.49500 642.972 1.6 1.3
159 321.88800 651.323 -3.9 2.8
160 138.62900 793.057 1.4 2.5
161 313.54900 759.337 3.3 4.2
162 406.04400 719.818 3.0 1.8
163 427.66700 823.377 7.2 3.8
164 349.65100 813.212 -1.7 1.5
165 321.88800 787.284 0.8 5.0
166 407.75400 753.102 0.1 3.5
167 420.46900 749.276 4.5 6.6
168 418.96500 565.599 0.3 1.5
169 248.49100 707.327 -0.9 1.6
170 109.86100 633.683 2.2 2.8
171 248.49100 721.229 -0.6 2.1
172 248.49100 786.978 3.2 2.6
173 0.69315 784.031 4.1 2.7
174 434.38100 798.344 -4.8 0.8
175 263.90600 703.086 7.1 1.6
176 329.58400 790.175 -4.4 3.8
177 417.43900 772.223 7.1 3.9
178 371.35700 819.451 0.0 0.8
179 402.53500 784.698 11.6 4.2
180 485.20300 758.731 3.1 2.2
181 464.43900 647.235 1.5 1.2
182 363.75900 774.932 15.0 7.3
183 34.01200 812.711 3.6 4.9
184 179.17600 568.358 5.7 1.9
185 411.08700 758.274 3.4 6.9
186 33.67300 801.434 10.1 2.4
187 444.26500 765.539 -2.4 2.6
188 277.25900 783.716 0.2 4.5
189 371.35700 69.921 -15.0 3.3
190 517.04800 808.209 5.2 7.2
191 309.10400 785.554 4.1 3.4
192 270.80500 768.064 6.3 9.4
193 411.08700 75.438 8.7 4.0
194 479.57900 830.598 2.4 4.2
195 23.97900 595.324 -5.3 1.0
196 299.57300 62.634 2.5 4.3
197 313.54900 825.036 9.3 5.4
198 343.39900 761.776 -5.6 3.1
199 34.01200 744.425 5.6 7.0
200 309.10400 787.169 -1.7 0.5
201 445.43500 764.492 -5.6 4.9
202 418.96500 746.851 -3.5 0.7
203 373.76700 818.256 -11.2 3.7
204 420.46900 510.595 -11.9 0.6
205 256.49500 579.301 2.1 2.6
206 256.49500 714.125 1.0 4.5
207 485.98100 769.303 8.8 3.6
208 525.22700 723.056 -4.6 6.5
209 263.90600 60.845 -5.8 2.0
210 313.54900 572.031 1.0 1.8
211 194.59100 681.892 0.1 1.7
212 34.01200 567.332 -1.9 0.9
213 472.73900 826.178 1.0 3.4
214 33.67300 592.959 2.1 3.8
215 32.58100 753.262 6.1 2.5
216 373.76700 811.761 0.2 0.8
217 179.17600 798.446 1.9 5.8
218 406.04400 77.463 11.8 6.0
219 391.20200 819.229 -4.4 1.5
220 0.69315 643.294 1.9 2.4
221 160.94400 52.832 8.6 1.8
222 446.59100 822.336 9.1 9.4
223 317.80500 768.983 13.0 0.3
224 289.03700 670.564 1.8 0.8
225 417.43900 758.426 4.0 3.1
226 373.76700 804.943 -7.8 0.6
227 400.73300 772.886 8.7 5.5
228 304.45200 751.806 -4.9 4.1
229 263.90600 758.172 -8.8 8.1
230 411.08700 828.425 2.9 3.3
231 447.73400 801.731 0.4 3.9
232 317.80500 767.786 -0.7 4.3
233 33.32200 78.598 4.2 2.7
234 0.69315 479.579 2.7 2.8
235 458.49700 766.528 7.4 0.9
236 0.69315 436.945 0.6 4.6
237 34.01200 75.251 6.0 3.5
238 207.94400 773.849 1.6 1.6
239 455.38800 762.071 3.4 5.9
240 321.88800 539.363 3.3 1.7
241 277.25900 587.774 -5.4 5.1
242 329.58400 58.522 4.2 1.7
243 33.32200 802.027 2.0 6.0
244 402.53500 723.706 -14.2 1.4
245 438.20300 783.281 9.4 2.9
246 299.57300 460.517 1.5 1.1
247 355.53500 811.073 0.6 6.8
248 32.58100 757.917 2.5 3.0
249 447.73400 831.361 -0.3 3.0
250 406.04400 486.753 1.4 0.7
251 321.88800 750.879 -0.7 4.0
252 446.59100 651.323 -8.1 0.7
253 313.54900 66.107 -13.1 3.5
254 230.25900 470.048 6.3 6.0
255 361.09200 694.986 -3.8 0.7
256 313.54900 572.685 -3.6 0.8
257 389.18200 816.337 -1.1 1.5
258 321.88800 77.012 15.8 3.9
259 317.80500 445.435 -5.1 3.4
260 373.76700 828.248 8.5 3.1
261 23.97900 805.833 -2.1 4.1
262 368.88800 790.027 1.5 0.5
263 426.26800 734.148 3.0 0.8
264 494.16400 790.027 -12.6 2.2
265 329.58400 765.917 3.0 3.1
266 207.94400 560.947 -5.2 2.9
267 219.72200 715.227 3.5 0.9
268 207.94400 542.495 2.8 1.3
269 454.32900 78.071 6.5 4.3
270 207.94400 794.839 2.5 3.6
271 436.94500 834.069 6.3 4.2
272 397.02900 754.062 -1.4 1.7
273 398.89800 589.164 1.7 1.1
274 299.57300 752.402 2.4 7.9
275 352.63600 643.294 -0.1 1.6
276 299.57300 750.219 3.1 1.7
277 539.36300 804.045 12.9 8.3
278 363.75900 731.986 -13.4 3.8
279 230.25900 543.372 0.7 3.9
280 492.72500 794.058 2.4 1.0
281 294.44400 817.808 -1.3 5.6
282 270.80500 765.728 -6.3 4.0
283 207.94400 756.164 3.5 1.8
284 34.01200 798.752 0.0 4.0
285 505.62500 763.143 11.8 2.4
286 493.44700 763.192 5.8 1.9
287 256.49500 76.324 3.1 4.7
288 304.45200 79.248 1.4 2.1
289 138.62900 430.407 0.8 3.1
290 277.25900 767.555 6.8 9.9
291 391.20200 71.025 1.3 8.0
292 435.67100 795.437 6.8 1.5
293 34.01200 787.474 -6.8 1.0
294 402.53500 785.166 10.5 4.4
295 373.76700 826.049 3.8 5.2
296 294.44400 77.411 -12.8 3.6
297 409.43400 524.702 1.3 0.8
298 304.45200 524.175 -4.2 1.4
299 317.80500 755.224 -0.6 2.5
300 256.49500 796.242 -6.1 5.2
301 263.90600 685.751 5.1 5.5
302 309.10400 81.191 0.8 3.0
303 34.01200 800.068 -4.4 3.7
304 219.72200 411.087 -6.5 2.1
305 37.61200 481.218 -3.7 0.9
306 277.25900 642.811 0.7 2.9
307 34.01200 495.583 -5.7 3.3
308 361.09200 616.121 8.4 3.3
309 33.67300 655.251 -0.2 2.8
310 0.69315 51.299 -1.9 4.5
311 294.44400 518.739 -7.3 1.9
312 417.43900 791.608 0.1 2.1
313 283.32100 733.954 -5.9 2.9
314 304.45200 70.076 4.7 5.6
315 32.58100 787.664 4.2 4.4
316 321.88800 723.778 2.1 5.4
317 423.41100 764.348 -0.5 2.1
318 481.21800 708.339 -3.7 1.1
319 439.44500 795.718 6.5 6.2
320 263.90600 642.162 2.1 4.1
321 32.58100 729.029 -3.1 1.0
322 194.59100 542.495 -12.8 0.8
323 294.44400 729.029 3.8 4.3
324 256.49500 752.348 3.4 6.0
325 321.88800 563.479 -4.2 2.1
326 277.25900 797.694 -1.7 5.2
327 461.51200 778.197 5.4 3.6
328 160.94400 5.743 3.4 4.9
329 207.94400 5.743 -0.2 5.6
330 38.71200 562.762 2.1 1.5
331 317.80500 785.477 -12.5 3.2
332 358.35200 756.941 -4.1 4.3
333 468.21300 708.087 -9.8 0.5
334 256.49500 743.603 -4.9 4.7
335 230.25900 611.368 -5.2 3.5
336 355.53500 797.488 -1.6 3.5
337 346.57400 669.084 6.4 1.2
338 248.49100 779.523 2.0 2.8
339 421.95100 521.494 -8.5 1.5
340 230.25900 765.112 3.6 7.6
341 270.80500 612.905 0.4 0.8
342 299.57300 808.979 1.2 3.6
343 248.49100 576.519 -3.5 3.2
344 313.54900 806.401 3.6 2.3
345 415.88800 739.265 -14.9 1.9
346 179.17600 643.294 1.0 2.5
347 329.58400 762.462 -1.7 1.6
348 283.32100 522.036 3.4 1.1
349 352.63600 635.611 6.9 7.0
350 32.58100 447.734 -4.8 2.5
351 398.89800 650.279 4.2 3.9
352 160.94400 688.959 1.5 4.0
353 349.65100 732.909 -2.9 1.9
354 317.80500 73.601 -8.2 4.7
355 467.28300 777.107 7.0 3.1
356 343.39900 616.121 8.1 1.9
357 207.94400 797.281 3.7 4.2
358 329.58400 790.323 0.7 2.1
359 230.25900 816.223 0.4 8.6
360 207.94400 483.628 -10.4 1.9
361 0.69315 491.998 6.5 4.5
362 313.54900 747.591 9.0 4.6
363 382.86400 752.941 10.1 1.1
364 38.71200 788.796 -0.3 1.7
365 299.57300 447.734 -4.4 2.6
366 32.58100 773.281 1.7 1.5
367 33.32200 693.245 -3.2 0.8
368 349.65100 765.634 -5.9 3.1
369 194.59100 70.193 3.7 3.6
370 457.47100 80.762 9.9 2.2
371 391.20200 790.175 7.4 4.3
372 380.66600 689.669 5.1 2.5
373 393.18300 430.407 3.2 1.5
374 248.49100 515.906 0.0 4.3
375 313.54900 782.764 -5.6 6.1
376 294.44400 702.554 0.7 2.4
377 34.01200 790.175 15.1 2.9
378 194.59100 573.334 -2.2 4.3
379 317.80500 534.711 -3.8 2.7
380 321.88800 758.477 4.2 6.5
381 263.90600 684.055 -13.1 4.8
382 33.32200 755.381 -0.2 3.9
383 270.80500 478.749 1.5 3.2
384 378.41900 686.485 0.8 1.5
385 378.41900 781.197 -6.6 2.2
386 160.94400 789.469 2.1 4.0
387 33.67300 776.132 1.7 2.9
388 304.45200 607.764 -4.1 5.4
389 445.43500 780.954 18.2 3.7
390 194.59100 54.848 2.2 2.0
391 263.90600 527.811 -7.8 4.6
392 33.32200 776.684 -5.4 3.0
393 343.39900 55.835 -4.5 4.1
394 389.18200 786.634 8.0 6.1
395 219.72200 819.644 2.7 3.8
396 459.51200 759.186 -5.6 3.9
397 349.65100 554.126 4.6 0.9
398 283.32100 755.799 12.0 4.4
399 219.72200 651.471 4.4 2.0
400 289.03700 621.461 4.5 3.5
401 34.01200 663.988 0.2 0.5
402 299.57300 602.345 -18.6 2.3
403 373.76700 762.413 0.1 2.6
404 294.44400 584.064 7.4 4.3
405 358.35200 832.579 7.6 4.2
406 329.58400 732.053 8.6 2.6
407 48.75200 791.571 -2.5 3.6
408 433.07300 77.424 10.6 1.8
409 329.58400 691.771 -1.6 1.1
410 378.41900 778.239 5.0 3.1
411 361.09200 518.739 5.2 4.4
412 283.32100 614.204 5.3 2.3
413 37.61200 548.064 -13.1 1.1
414 358.35200 52.933 3.3 2.2
415 317.80500 54.848 -0.8 3.5
416 352.63600 503.044 -4.0 1.5
417 421.95100 76.406 1.7 2.3
418 393.18300 829.255 6.1 4.2
419 230.25900 570.378 5.8 2.8
420 32.58100 54.848 5.7 3.3
421 270.80500 702.997 14.9 2.8
422 355.53500 531.321 -5.7 2.2
423 194.59100 614.419 0.2 3.1
424 436.94500 514.749 -9.0 1.3
425 470.04800 766.388 16.8 6.0
426 248.49100 58.944 2.8 4.7
427 160.94400 761.085 -0.1 6.6
428 378.41900 752.294 -12.5 0.8
429 194.59100 482.831 -7.8 3.7
430 309.10400 754.908 0.9 1.0
431 321.88800 775.833 -4.2 4.6
432 248.49100 750.659 21.9 3.6
433 219.72200 607.764 -10.1 2.8
434 493.44700 701.571 -9.4 1.2
435 404.30500 759.488 11.2 1.7
436 451.08600 820.576 1.8 3.2
437 194.59100 459.512 0.5 5.5
438 309.10400 823.297 -2.2 1.6
439 460.51700 831.532 -0.1 5.2
440 363.75900 757.096 8.4 5.4
441 346.57400 761.036 0.9 3.0
442 38.71200 821.528 -2.9 1.4
443 515.32900 819.146 2.3 2.5
444 304.45200 767.322 -1.4 4.4
445 349.65100 778.655 0.4 1.5
446 256.49500 469.135 -11.3 2.5
447 385.01500 7.629 0.1 3.9
448 248.49100 549.717 -5.0 4.0
449 207.94400 657.368 1.6 2.0
450 299.57300 790.618 -2.8 2.3
451 138.62900 655.251 -3.5 3.9
452 317.80500 822.013 2.0 3.5
453 219.72200 542.935 2.4 3.6
454 355.53500 789.096 7.1 3.4
455 38.71200 802.453 -2.7 1.4
456 34.01200 714.283 -1.3 1.2
457 304.45200 797.039 5.5 3.9
458 434.38100 665.801 5.5 1.1
459 23.97900 710.003 -4.0 5.8
460 263.90600 765.681 -0.2 2.4
461 256.49500 470.953 -2.8 1.8
462 33.32200 560.212 3.8 3.9
463 256.49500 785.127 0.2 2.8
464 368.88800 789.655 12.8 6.8
465 23.97900 720.638 -0.8 1.6
466 23.97900 489.035 -10.8 1.5
467 468.21300 756.735 -10.2 0.6
468 304.45200 761.135 0.8 3.1
469 304.45200 666.823 4.1 1.4
470 219.72200 50.689 4.3 4.9
471 317.80500 746.107 -2.8 1.4
472 448.86400 768.018 -0.4 0.8
473 230.25900 780.344 2.4 3.9
474 329.58400 826.256 3.4 0.9
475 317.80500 76.695 12.1 2.8
476 406.04400 533.272 -2.5 2.0
477 415.88800 630.992 -4.5 2.0
478 309.10400 667.456 2.2 7.1
479 441.88400 809.316 -4.7 1.4
480 289.03700 656.667 0.1 2.1
481 109.86100 583.481 -5.8 7.7
482 343.39900 7.794 3.3 4.3
483 352.63600 776.089 2.0 1.7
484 313.54900 767.276 1.3 4.2
485 219.72200 7.979 1.4 5.0
486 313.54900 778.406 6.1 1.9
487 207.94400 595.842 -3.1 4.2
488 363.75900 454.329 -11.5 1.7
489 373.76700 562.762 -6.6 1.0
490 248.49100 566.643 -3.8 2.1
491 194.59100 754.539 6.5 9.4
492 194.59100 623.832 -0.4 3.3
493 277.25900 456.435 -6.3 2.0
494 270.80500 658.203 2.2 1.8
495 179.17600 531.321 -4.9 4.2
496 230.25900 561.677 -1.3 2.8
497 411.08700 77.111 -5.1 0.7
498 34.01200 62.519 0.1 1.0
499 368.88800 785.516 6.5 5.2
500 417.43900 824.512 8.6 1.6
TempverschilTussen2mEn25m Windrichting Uur Dag
1 0.0 18.0 19 116
2 -0.3 69.1 9 506
3 0.2 80.0 3 95
4 0.1 177.0 22 161
5 1.1 287.0 7 80
6 -0.1 200.0 9 33
7 0.4 228.0 7 129
8 0.2 220.0 15 155
9 0.1 183.0 9 132
10 0.1 43.1 10 480
11 0.0 80.0 6 98
12 -0.3 78.1 16 558
13 0.8 267.0 3 121
14 0.0 81.0 20 122
15 -0.3 236.0 15 51
16 1.7 341.1 4 552
17 0.0 16.0 7 150
18 -0.1 66.1 12 428
19 -0.2 68.8 3 582
20 1.1 199.0 18 538
21 -1.5 329.8 13 579
22 -2.8 230.4 17 572
23 -1.6 210.2 11 512
24 2.3 302.8 23 604
25 -0.8 159.8 11 602
26 -0.2 70.0 12 460
27 0.2 161.0 7 127
28 0.1 53.3 21 417
29 0.5 209.1 12 477
30 1.7 81.0 4 87
31 0.1 83.0 9 51
32 -0.6 66.8 8 573
33 1.0 200.0 21 177
34 -0.2 207.5 19 489
35 0.7 72.8 4 530
36 0.0 99.0 7 65
37 3.2 138.0 22 49
38 -0.2 66.0 17 196
39 -0.9 205.0 17 192
40 -0.5 206.0 17 212
41 -0.9 208.0 17 208
42 0.1 117.0 19 62
43 1.1 217.0 6 135
44 -0.2 59.0 15 149
45 0.6 70.5 21 398
46 1.1 81.0 23 174
47 0.7 358.0 4 402
48 -0.6 180.0 13 208
49 0.4 74.7 3 567
50 -0.1 225.0 3 205
51 -0.1 60.5 3 418
52 -1.9 260.0 17 206
53 -0.1 225.3 20 605
54 0.0 60.0 8 506
55 1.1 88.3 21 422
56 -0.2 64.6 13 430
57 -2.5 219.6 16 599
58 2.2 268.0 4 172
59 -0.1 78.4 20 449
60 0.7 63.3 24 397
61 1.1 104.4 1 588
62 -0.3 172.0 13 130
63 0.0 186.0 21 577
64 0.1 71.2 9 450
65 0.0 61.0 22 418
66 2.1 271.1 21 543
67 0.1 135.0 7 128
68 0.3 216.8 19 606
69 0.2 70.3 22 460
70 -0.9 211.7 12 501
71 -0.1 73.0 11 66
72 2.2 5.0 5 155
73 0.6 57.0 8 67
74 2.5 86.0 24 86
75 -0.7 264.8 13 401
76 -0.2 68.0 7 166
77 -0.6 210.0 15 212
78 -0.1 74.6 23 441
79 0.1 18.0 13 82
80 1.1 226.0 24 200
81 -0.1 46.9 19 557
82 1.4 89.0 20 44
83 1.0 65.0 2 165
84 1.7 184.3 4 604
85 -0.2 80.0 13 451
86 0.1 62.3 13 470
87 -4.5 227.7 11 588
88 0.0 196.0 17 100
89 0.3 103.5 24 602
90 -0.1 62.2 12 427
91 -0.8 86.0 8 541
92 0.2 204.4 15 482
93 -0.4 78.8 16 517
94 -1.3 206.2 14 532
95 0.8 60.9 8 461
96 -0.2 54.3 10 578
97 -0.4 228.9 14 457
98 1.2 268.0 18 42
99 0.2 215.0 20 107
100 -1.0 280.0 11 155
101 0.2 60.0 23 85
102 -0.4 64.6 12 507
103 -0.2 248.0 15 124
104 -0.1 192.0 13 38
105 0.5 88.0 13 94
106 2.7 89.6 8 470
107 0.0 58.0 6 195
108 1.4 241.0 23 137
109 0.5 80.0 8 72
110 -0.8 46.0 13 188
111 -1.9 243.0 11 45
112 -1.2 33.7 13 556
113 -0.3 254.0 1 542
114 -0.1 89.0 16 209
115 0.9 334.7 18 422
116 -0.2 125.5 17 595
117 -1.0 232.0 9 156
118 -0.5 199.4 7 577
119 -1.3 213.0 16 193
120 0.3 223.0 10 69
121 -0.1 23.0 10 82
122 1.4 81.0 23 98
123 -0.3 207.2 16 536
124 -0.5 83.2 9 600
125 -0.1 79.0 3 70
126 0.0 92.0 22 210
127 1.1 208.8 6 538
128 0.2 38.3 23 405
129 0.5 276.0 19 184
130 0.6 204.0 14 474
131 -0.7 224.1 8 545
132 1.3 191.0 16 94
133 -0.1 245.1 4 510
134 0.7 201.9 3 473
135 0.9 181.9 1 527
136 0.6 252.0 8 121
137 1.2 344.7 4 533
138 0.7 206.0 20 155
139 0.0 59.0 24 196
140 -0.2 84.0 7 167
141 -0.1 55.0 11 89
142 0.3 38.0 15 63
143 0.0 79.0 19 97
144 0.6 32.3 20 555
145 0.0 79.0 10 64
146 -0.1 77.0 2 114
147 -0.3 220.0 10 155
148 -0.1 78.0 4 184
149 1.7 142.0 1 79
150 0.8 220.1 5 474
151 0.4 335.0 15 53
152 -0.1 77.0 22 84
153 -0.2 54.6 8 578
154 1.5 87.7 19 529
155 0.2 74.1 13 448
156 1.8 87.8 1 485
157 -0.2 74.5 1 450
158 1.0 58.0 8 76
159 0.4 71.3 8 398
160 0.2 210.5 19 525
161 1.2 235.0 20 138
162 1.1 191.0 22 192
163 -0.2 31.0 15 173
164 -0.1 68.0 8 515
165 0.1 76.2 19 514
166 1.2 66.3 20 397
167 -0.1 210.0 12 156
168 1.7 303.4 1 529
169 -0.5 256.5 9 510
170 0.1 142.0 1 63
171 0.1 60.0 21 134
172 1.3 286.0 20 42
173 0.2 175.0 19 56
174 1.1 230.1 17 445
175 0.5 66.4 22 593
176 0.1 15.0 9 82
177 -0.9 90.0 10 197
178 -0.3 254.2 16 500
179 -2.7 247.0 14 200
180 -3.4 227.0 11 148
181 1.3 101.0 24 191
182 -2.2 229.9 14 584
183 1.2 238.0 18 138
184 0.3 49.0 6 189
185 -0.1 194.9 11 548
186 -0.3 44.0 17 189
187 0.7 78.3 18 398
188 0.0 80.0 7 157
189 0.6 66.0 23 462
190 -1.3 202.7 14 537
191 0.1 79.0 7 170
192 0.2 248.0 16 160
193 -1.2 216.3 14 538
194 -0.7 65.1 8 556
195 2.2 60.0 9 77
196 -0.1 79.0 24 69
197 -0.8 213.0 16 212
198 -0.5 77.4 11 519
199 1.0 248.1 12 471
200 0.0 218.0 18 51
201 -0.1 56.7 7 409
202 0.2 165.1 20 520
203 0.2 78.0 16 96
204 0.8 286.5 4 489
205 3.1 241.0 1 32
206 1.3 232.0 21 145
207 -2.5 85.4 12 547
208 0.1 80.0 21 122
209 -0.3 107.5 1 518
210 0.6 92.0 3 76
211 -0.1 214.0 11 112
212 3.7 109.2 5 397
213 1.3 248.0 8 43
214 0.5 64.2 1 531
215 -0.1 182.5 21 572
216 0.9 11.0 16 113
217 0.2 9.0 9 80
218 -0.7 212.7 14 582
219 0.5 87.9 8 423
220 0.1 133.0 24 62
221 1.5 242.0 3 34
222 -0.5 39.4 16 556
223 0.4 114.0 22 602
224 0.1 269.0 6 141
225 -1.7 103.7 12 554
226 -0.1 177.0 17 95
227 -0.4 132.3 14 573
228 -0.2 73.8 13 436
229 -0.1 53.0 18 90
230 0.8 22.1 17 397
231 0.7 67.4 18 507
232 -0.4 59.0 13 151
233 1.1 230.7 18 526
234 0.2 187.0 4 131
235 -0.2 55.0 13 184
236 0.1 350.0 3 171
237 -0.2 78.1 21 571
238 0.3 211.3 21 525
239 -0.6 45.0 13 164
240 -0.1 187.0 4 202
241 -0.2 72.2 2 441
242 1.0 175.0 5 587
243 -0.1 152.0 18 61
244 -0.1 238.1 18 457
245 -0.3 248.4 15 540
246 0.2 233.7 3 480
247 0.3 10.0 8 54
248 -0.2 83.0 13 64
249 -0.8 71.8 8 554
250 1.5 79.4 4 563
251 -0.5 65.1 11 507
252 1.2 111.0 24 143
253 0.0 83.0 9 97
254 0.9 219.2 2 586
255 -0.2 258.0 23 74
256 4.0 302.4 5 470
257 -0.2 157.4 16 521
258 -0.4 119.5 15 595
259 0.4 58.4 3 507
260 -0.7 238.0 8 205
261 -0.2 82.0 8 114
262 -0.6 99.2 13 509
263 0.6 86.0 21 32
264 0.2 77.8 19 488
265 -0.1 221.0 14 169
266 0.1 60.0 2 90
267 0.2 265.0 22 169
268 0.0 75.8 2 404
269 -1.1 44.0 11 173
270 -0.1 54.7 16 574
271 -0.1 76.0 16 166
272 -0.2 86.0 12 51
273 2.4 173.1 1 533
274 -0.1 43.5 21 557
275 -0.2 75.0 22 55
276 0.3 269.0 12 69
277 -1.1 357.5 14 551
278 0.1 75.0 11 448
279 0.1 182.9 2 491
280 0.4 110.7 7 533
281 -0.2 46.0 17 149
282 -0.1 51.6 19 408
283 0.0 71.2 21 576
284 -0.3 78.5 9 430
285 -1.5 232.5 14 535
286 -3.1 260.8 12 541
287 -0.1 48.0 12 576
288 0.0 221.0 17 525
289 1.6 77.0 3 50
290 -0.2 249.0 15 160
291 0.0 61.6 23 557
292 -0.6 124.9 7 585
293 0.0 207.0 15 84
294 -0.9 69.0 15 198
295 0.0 222.0 8 163
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297 1.1 72.3 5 563
298 3.6 230.0 2 155
299 -0.1 75.0 13 111
300 0.4 27.0 18 82
301 0.1 230.0 10 126
302 -0.1 78.0 17 65
303 -0.1 78.0 14 68
304 -0.1 68.2 5 451
305 -0.1 281.3 4 513
306 1.4 229.6 24 473
307 0.6 72.0 2 401
308 0.7 80.5 24 564
309 0.7 71.0 23 72
310 0.4 17.0 2 40
311 0.5 85.0 3 118
312 2.0 77.0 18 49
313 0.2 64.6 22 406
314 0.0 69.0 23 211
315 0.6 189.8 15 472
316 0.1 159.0 21 61
317 -2.0 247.8 14 513
318 0.1 192.0 22 101
319 -0.1 210.8 18 547
320 0.7 260.0 24 43
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322 1.2 55.0 6 91
323 0.5 210.0 22 105
324 0.2 191.0 14 482
325 1.1 91.0 2 68
326 0.0 76.0 8 124
327 -1.1 44.0 10 173
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333 0.2 131.0 21 83
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335 0.0 59.0 1 90
336 0.5 34.5 18 480
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345 0.8 65.0 20 91
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350 0.4 84.0 3 101
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352 0.1 240.4 22 523
353 1.7 337.8 19 468
354 -0.2 76.5 11 408
355 -0.3 73.0 10 185
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362 -0.9 208.7 10 587
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439 -0.8 79.0 8 555
440 -1.8 240.0 11 163
441 -0.7 340.0 12 142
442 -0.2 113.4 8 521
443 0.6 16.0 17 44
444 -0.1 38.1 14 410
445 -0.1 110.0 13 124
446 1.2 82.0 5 87
447 -0.2 70.7 14 506
448 -0.1 75.4 5 440
449 1.2 212.7 6 472
450 -0.1 205.0 20 511
451 -0.1 46.3 24 409
452 -0.2 82.0 8 64
453 0.1 125.0 5 128
454 -0.3 82.5 19 571
455 1.6 66.0 9 73
456 0.6 66.0 21 113
457 -0.5 231.0 14 131
458 0.9 138.0 24 199
459 -0.4 78.4 11 399
460 0.0 41.0 19 157
461 1.4 198.9 3 537
462 -0.2 85.0 5 187
463 0.1 78.0 17 112
464 -0.6 227.7 15 583
465 1.7 192.6 22 469
466 0.2 57.0 3 460
467 2.4 110.8 10 465
468 -0.1 65.6 19 429
469 0.2 139.8 24 572
470 0.1 82.0 2 212
471 -0.1 243.0 20 102
472 2.6 147.0 21 49
473 0.2 14.3 20 574
474 0.3 228.0 16 109
475 -3.2 256.0 13 203
476 1.3 80.7 3 532
477 0.3 90.0 24 100
478 0.1 37.9 6 557
479 1.2 276.8 18 445
480 -0.2 247.4 6 543
481 0.1 47.0 7 90
482 0.8 217.0 17 105
483 1.1 234.0 15 121
484 0.2 169.0 10 61
485 -0.1 40.7 9 480
486 0.4 171.0 21 210
487 -0.1 52.5 2 426
488 3.7 90.4 4 465
489 -0.1 200.0 2 445
490 0.6 73.0 3 77
491 -0.9 250.0 11 160
492 0.3 215.1 24 470
493 2.3 223.0 3 148
494 0.1 64.2 6 549
495 0.3 353.0 2 117
496 -0.1 65.2 1 486
497 0.3 60.0 10 99
498 0.2 87.0 24 111
499 -0.2 69.0 19 196
500 -1.0 258.8 15 530
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) AutosPerUur
258.43055 0.04478
TempOp2mHoogte Windsnelheid
-0.11672 -5.92991
TempverschilTussen2mEn25m Windrichting
-18.10113 -0.04955
Uur Dag
1.55862 0.02333
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-312.01 -54.50 24.25 91.64 258.78
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 258.43055 26.82826 9.633 < 2e-16 ***
AutosPerUur 0.04478 0.02768 1.617 0.10641
TempOp2mHoogte -0.11672 1.07682 -0.108 0.91373
Windsnelheid -5.92991 3.36790 -1.761 0.07891 .
TempverschilTussen2mEn25m -18.10113 6.62218 -2.733 0.00649 **
Windrichting -0.04955 0.07416 -0.668 0.50437
Uur 1.55862 0.90491 1.722 0.08562 .
Dag 0.02333 0.03004 0.777 0.43777
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 131.8 on 492 degrees of freedom
Multiple R-squared: 0.03849, Adjusted R-squared: 0.0248
F-statistic: 2.813 on 7 and 492 DF, p-value: 0.007006
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 0.9855253 0.02894947 0.014474733
[2,] 0.9744604 0.05107927 0.025539637
[3,] 0.9574996 0.08500090 0.042500450
[4,] 0.9593488 0.08130249 0.040651247
[5,] 0.9479774 0.10404521 0.052022606
[6,] 0.9310173 0.13796544 0.068982720
[7,] 0.8979693 0.20406141 0.102030707
[8,] 0.8724551 0.25508977 0.127544883
[9,] 0.8227913 0.35441737 0.177208687
[10,] 0.8887882 0.22242365 0.111211823
[11,] 0.8474213 0.30515732 0.152578662
[12,] 0.8942996 0.21140078 0.105700388
[13,] 0.8887496 0.22250075 0.111250374
[14,] 0.8520199 0.29596025 0.147980127
[15,] 0.8132970 0.37340607 0.186703037
[16,] 0.8607865 0.27842702 0.139213510
[17,] 0.8247338 0.35053239 0.175266194
[18,] 0.7865392 0.42692161 0.213460805
[19,] 0.7966294 0.40674128 0.203370638
[20,] 0.7539105 0.49217906 0.246089529
[21,] 0.7603104 0.47937930 0.239689649
[22,] 0.7230197 0.55396056 0.276980278
[23,] 0.6795557 0.64088867 0.320444334
[24,] 0.6292249 0.74155014 0.370775068
[25,] 0.5755517 0.84889668 0.424448338
[26,] 0.5225178 0.95496435 0.477482176
[27,] 0.4866403 0.97328063 0.513359686
[28,] 0.4396650 0.87932998 0.560335012
[29,] 0.5176909 0.96461829 0.482309147
[30,] 0.4797973 0.95959458 0.520202708
[31,] 0.4810613 0.96212269 0.518938653
[32,] 0.4812528 0.96250569 0.518747156
[33,] 0.4312805 0.86256110 0.568719450
[34,] 0.3853911 0.77078217 0.614608916
[35,] 0.3513836 0.70276710 0.648616448
[36,] 0.5321723 0.93565534 0.467827669
[37,] 0.5488678 0.90226441 0.451132205
[38,] 0.5335715 0.93285699 0.466428496
[39,] 0.4871086 0.97421721 0.512891394
[40,] 0.4423162 0.88463246 0.557683771
[41,] 0.4099734 0.81994673 0.590026636
[42,] 0.3665168 0.73303362 0.633483191
[43,] 0.5011074 0.99778522 0.498892611
[44,] 0.4802832 0.96056638 0.519716808
[45,] 0.4708086 0.94161729 0.529191353
[46,] 0.4347638 0.86952768 0.565236160
[47,] 0.4043273 0.80865461 0.595672697
[48,] 0.4356261 0.87125213 0.564373937
[49,] 0.4055142 0.81102849 0.594485756
[50,] 0.3680372 0.73607450 0.631962751
[51,] 0.3328451 0.66569026 0.667154868
[52,] 0.3281531 0.65630627 0.671846864
[53,] 0.3016809 0.60336173 0.698319134
[54,] 0.2691332 0.53826631 0.730866843
[55,] 0.2611009 0.52220179 0.738899103
[56,] 0.2809769 0.56195378 0.719023111
[57,] 0.2512951 0.50259029 0.748704854
[58,] 0.3216621 0.64332416 0.678337921
[59,] 0.3249936 0.64998712 0.675006441
[60,] 0.3004389 0.60087775 0.699561125
[61,] 0.4387359 0.87747183 0.561264086
[62,] 0.4021433 0.80428655 0.597856726
[63,] 0.5128820 0.97423609 0.487118047
[64,] 0.4900084 0.98001675 0.509991623
[65,] 0.4968079 0.99361573 0.503192137
[66,] 0.5567312 0.88653768 0.443268841
[67,] 0.5758546 0.84829074 0.424145370
[68,] 0.5417506 0.91649874 0.458249372
[69,] 0.5226245 0.95475106 0.477375531
[70,] 0.5708330 0.85833410 0.429167048
[71,] 0.5505369 0.89892620 0.449463099
[72,] 0.6043189 0.79136220 0.395681099
[73,] 0.5815506 0.83689890 0.418449449
[74,] 0.5473744 0.90525128 0.452625640
[75,] 0.6344340 0.73113201 0.365566004
[76,] 0.6052409 0.78951822 0.394759108
[77,] 0.5894999 0.82100027 0.410500133
[78,] 0.5607106 0.87857876 0.439289381
[79,] 0.6746053 0.65078937 0.325394686
[80,] 0.6440762 0.71184763 0.355923816
[81,] 0.6236782 0.75264369 0.376321843
[82,] 0.5954410 0.80911805 0.404559024
[83,] 0.5645565 0.87088709 0.435443544
[84,] 0.5579452 0.88410954 0.442054769
[85,] 0.5444895 0.91102107 0.455510537
[86,] 0.6362982 0.72740359 0.363701793
[87,] 0.6160864 0.76782723 0.383913613
[88,] 0.5847606 0.83047871 0.415239353
[89,] 0.5760160 0.84796809 0.423984045
[90,] 0.5526532 0.89469362 0.447346811
[91,] 0.5247761 0.95044789 0.475223945
[92,] 0.5016774 0.99664517 0.498322587
[93,] 0.4722279 0.94445579 0.527772103
[94,] 0.4404822 0.88096434 0.559517831
[95,] 0.4577839 0.91556774 0.542216131
[96,] 0.5165947 0.96681062 0.483405309
[97,] 0.4854039 0.97080785 0.514596077
[98,] 0.5688614 0.86227710 0.431138551
[99,] 0.5449359 0.91012810 0.455064052
[100,] 0.5529553 0.89408940 0.447044698
[101,] 0.5574673 0.88506546 0.442532731
[102,] 0.5726910 0.85461802 0.427309009
[103,] 0.6121983 0.77560342 0.387801709
[104,] 0.5924558 0.81508842 0.407544212
[105,] 0.5783800 0.84324006 0.421620028
[106,] 0.5490065 0.90198691 0.450993457
[107,] 0.6204483 0.75910332 0.379551659
[108,] 0.5973771 0.80524572 0.402622859
[109,] 0.6296210 0.74075792 0.370378959
[110,] 0.6008380 0.79832407 0.399162034
[111,] 0.5755515 0.84889701 0.424448503
[112,] 0.5544120 0.89117608 0.445588038
[113,] 0.5727414 0.85451724 0.427258621
[114,] 0.5608103 0.87837942 0.439189709
[115,] 0.5337341 0.93253181 0.466265906
[116,] 0.6439282 0.71214365 0.356071823
[117,] 0.6258425 0.74831507 0.374157534
[118,] 0.7268327 0.54633458 0.273167291
[119,] 0.7279303 0.54413936 0.272069679
[120,] 0.7528098 0.49438045 0.247190225
[121,] 0.7985624 0.40287519 0.201437595
[122,] 0.8230227 0.35395457 0.176977286
[123,] 0.8054749 0.38905026 0.194525130
[124,] 0.7921549 0.41569021 0.207845105
[125,] 0.8171543 0.36569135 0.182845677
[126,] 0.7981345 0.40373101 0.201865505
[127,] 0.7926729 0.41465419 0.207327096
[128,] 0.7726209 0.45475815 0.227379074
[129,] 0.8396599 0.32068021 0.160340103
[130,] 0.8220726 0.35585481 0.177927405
[131,] 0.8161644 0.36767111 0.183835553
[132,] 0.8026999 0.39460011 0.197300055
[133,] 0.7993477 0.40130455 0.200652273
[134,] 0.8053204 0.38935911 0.194679556
[135,] 0.8592888 0.28142237 0.140711183
[136,] 0.8441145 0.31177105 0.155885523
[137,] 0.8374691 0.32506175 0.162530873
[138,] 0.8384258 0.32314845 0.161574223
[139,] 0.8319592 0.33608153 0.168040763
[140,] 0.8144021 0.37119589 0.185597945
[141,] 0.7980437 0.40391252 0.201956258
[142,] 0.7780364 0.44392720 0.221963600
[143,] 0.7649258 0.47014831 0.235074153
[144,] 0.8098680 0.38026397 0.190131983
[145,] 0.8013784 0.39724321 0.198621606
[146,] 0.8044561 0.39108778 0.195543889
[147,] 0.7863208 0.42735833 0.213679165
[148,] 0.7684636 0.46307279 0.231536393
[149,] 0.7489368 0.50212641 0.251063207
[150,] 0.7548827 0.49023461 0.245117305
[151,] 0.7354260 0.52914794 0.264573971
[152,] 0.7295270 0.54094606 0.270473031
[153,] 0.7247002 0.55059965 0.275299824
[154,] 0.7046741 0.59065184 0.295325921
[155,] 0.6832328 0.63353439 0.316767193
[156,] 0.6791936 0.64161288 0.320806440
[157,] 0.6896367 0.62072651 0.310363255
[158,] 0.7129415 0.57411710 0.287058549
[159,] 0.6921217 0.61575655 0.307878273
[160,] 0.7079124 0.58417515 0.292087577
[161,] 0.6910937 0.61781250 0.308906252
[162,] 0.6684219 0.66315627 0.331578134
[163,] 0.7627951 0.47440981 0.237204904
[164,] 0.7670706 0.46585889 0.232929446
[165,] 0.7484960 0.50300795 0.251503975
[166,] 0.7283308 0.54333837 0.271669184
[167,] 0.7237428 0.55251440 0.276257200
[168,] 0.7077425 0.58451499 0.292257496
[169,] 0.6963537 0.60729260 0.303646300
[170,] 0.7007562 0.59848752 0.299243762
[171,] 0.7128919 0.57421623 0.287108113
[172,] 0.7013656 0.59726877 0.298634383
[173,] 0.7454707 0.50905859 0.254529297
[174,] 0.7389286 0.52214273 0.261071366
[175,] 0.7471835 0.50563299 0.252816493
[176,] 0.8150476 0.36990475 0.184952376
[177,] 0.8190577 0.36188458 0.180942291
[178,] 0.8011307 0.39773866 0.198869331
[179,] 0.7917198 0.41656049 0.208280245
[180,] 0.8280120 0.34397603 0.171988013
[181,] 0.8112154 0.37756914 0.188784570
[182,] 0.7933761 0.41324778 0.206623890
[183,] 0.7940135 0.41197302 0.205986511
[184,] 0.8091542 0.38169159 0.190845794
[185,] 0.8455623 0.30887547 0.154437737
[186,] 0.8300777 0.33984465 0.169922324
[187,] 0.8133936 0.37321279 0.186606395
[188,] 0.7965074 0.40698520 0.203492600
[189,] 0.8233230 0.35335393 0.176676967
[190,] 0.8058726 0.38825487 0.194127436
[191,] 0.8137544 0.37249116 0.186245580
[192,] 0.8063312 0.38733768 0.193668840
[193,] 0.7940683 0.41186342 0.205931711
[194,] 0.7988736 0.40225271 0.201126357
[195,] 0.7828318 0.43433641 0.217168205
[196,] 0.7632277 0.47354456 0.236772279
[197,] 0.7674167 0.46516658 0.232583289
[198,] 0.8097052 0.38058955 0.190294777
[199,] 0.7918874 0.41622515 0.208112577
[200,] 0.7750148 0.44997036 0.224985181
[201,] 0.7662506 0.46749885 0.233749425
[202,] 0.7860618 0.42787634 0.213938172
[203,] 0.8169260 0.36614796 0.183073982
[204,] 0.8491333 0.30173342 0.150866708
[205,] 0.8956721 0.20865578 0.104327889
[206,] 0.8870083 0.22598343 0.112991715
[207,] 0.8810451 0.23790973 0.118954863
[208,] 0.8839676 0.23206486 0.116032429
[209,] 0.8778524 0.24429518 0.122147589
[210,] 0.9255438 0.14891247 0.074456237
[211,] 0.9179341 0.16413180 0.082065900
[212,] 0.9232363 0.15352732 0.076763660
[213,] 0.9148966 0.17020681 0.085103407
[214,] 0.9044108 0.19117849 0.095589245
[215,] 0.8980349 0.20393017 0.101965086
[216,] 0.8887829 0.22243427 0.111217134
[217,] 0.8845415 0.23091692 0.115458460
[218,] 0.8716311 0.25673781 0.128368905
[219,] 0.8591108 0.28177840 0.140889201
[220,] 0.8554864 0.28902717 0.144513584
[221,] 0.8602368 0.27952646 0.139763228
[222,] 0.8460357 0.30792864 0.153964322
[223,] 0.8726709 0.25465815 0.127329073
[224,] 0.9074956 0.18500881 0.092504403
[225,] 0.9094702 0.18105963 0.090529814
[226,] 0.9312982 0.13740364 0.068701821
[227,] 0.9515775 0.09684496 0.048422482
[228,] 0.9493630 0.10127396 0.050636981
[229,] 0.9534379 0.09312416 0.046562082
[230,] 0.9476261 0.10474776 0.052373880
[231,] 0.9406087 0.11878256 0.059391282
[232,] 0.9363294 0.12734120 0.063670598
[233,] 0.9542598 0.09148034 0.045740171
[234,] 0.9511953 0.09760934 0.048804672
[235,] 0.9513945 0.09721098 0.048605491
[236,] 0.9448533 0.11029340 0.055146701
[237,] 0.9417555 0.11648907 0.058244536
[238,] 0.9609578 0.07808438 0.039042191
[239,] 0.9613408 0.07731834 0.038659171
[240,] 0.9616823 0.07663536 0.038317680
[241,] 0.9562346 0.08753083 0.043765414
[242,] 0.9580029 0.08399412 0.041997062
[243,] 0.9537429 0.09251423 0.046257114
[244,] 0.9474213 0.10515743 0.052578716
[245,] 0.9412191 0.11756188 0.058780939
[246,] 0.9374505 0.12509896 0.062549478
[247,] 0.9315943 0.13681133 0.068405663
[248,] 0.9243619 0.15127627 0.075638133
[249,] 0.9165279 0.16694413 0.083472063
[250,] 0.9099107 0.18017854 0.090089268
[251,] 0.9362084 0.12758320 0.063791602
[252,] 0.9285865 0.14282696 0.071413481
[253,] 0.9272434 0.14551325 0.072756625
[254,] 0.9368569 0.12628617 0.063143084
[255,] 0.9291996 0.14160075 0.070800376
[256,] 0.9219931 0.15601373 0.078006867
[257,] 0.9168503 0.16629931 0.083149653
[258,] 0.9103062 0.17938750 0.089693751
[259,] 0.9188175 0.16236507 0.081182537
[260,] 0.9148142 0.17037164 0.085185821
[261,] 0.9162069 0.16758629 0.083793143
[262,] 0.9123406 0.17531889 0.087659443
[263,] 0.9152403 0.16951940 0.084759701
[264,] 0.9048102 0.19037951 0.095189756
[265,] 0.8949190 0.21016207 0.105081034
[266,] 0.8827991 0.23440188 0.117200940
[267,] 0.9141335 0.17173297 0.085866485
[268,] 0.9091149 0.18177023 0.090885113
[269,] 0.8987949 0.20241012 0.101205062
[270,] 0.9116567 0.17668663 0.088343316
[271,] 0.9011695 0.19766093 0.098830465
[272,] 0.8903517 0.21929654 0.109648270
[273,] 0.8874599 0.22508023 0.112540116
[274,] 0.9189748 0.16205043 0.081025216
[275,] 0.9262445 0.14751100 0.073755500
[276,] 0.9285450 0.14290992 0.071454960
[277,] 0.9192793 0.16144145 0.080720727
[278,] 0.9093482 0.18130353 0.090651767
[279,] 0.9047304 0.19053917 0.095269584
[280,] 0.8936221 0.21275577 0.106377885
[281,] 0.8938947 0.21221058 0.106105289
[282,] 0.8922530 0.21549404 0.107747022
[283,] 0.9245809 0.15083825 0.075419127
[284,] 0.9203983 0.15920347 0.079601736
[285,] 0.9169730 0.16605391 0.083026956
[286,] 0.9077909 0.18441822 0.092209109
[287,] 0.9080075 0.18398507 0.091992536
[288,] 0.9018413 0.19631736 0.098158678
[289,] 0.8905203 0.21895932 0.109479662
[290,] 0.8781861 0.24362784 0.121813919
[291,] 0.8642842 0.27143168 0.135715842
[292,] 0.8507629 0.29847415 0.149237075
[293,] 0.8879766 0.22404679 0.112023396
[294,] 0.8773446 0.24531078 0.122655392
[295,] 0.9074956 0.18500886 0.092504432
[296,] 0.8960383 0.20792342 0.103961709
[297,] 0.9163392 0.16732161 0.083660805
[298,] 0.9081656 0.18366879 0.091834393
[299,] 0.9354376 0.12912488 0.064562442
[300,] 0.9513465 0.09730690 0.048653452
[301,] 0.9446450 0.11071003 0.055355015
[302,] 0.9463278 0.10734444 0.053672220
[303,] 0.9388359 0.12232821 0.061164103
[304,] 0.9310017 0.13799661 0.068998306
[305,] 0.9516879 0.09662420 0.048312102
[306,] 0.9452397 0.10952067 0.054760337
[307,] 0.9417528 0.11649441 0.058247203
[308,] 0.9482040 0.10359195 0.051795977
[309,] 0.9508859 0.09822816 0.049114081
[310,] 0.9436800 0.11264007 0.056320035
[311,] 0.9662746 0.06745073 0.033725367
[312,] 0.9624072 0.07518558 0.037592788
[313,] 0.9564943 0.08701148 0.043505742
[314,] 0.9499048 0.10019046 0.050095232
[315,] 0.9445297 0.11094060 0.055470300
[316,] 0.9365479 0.12690410 0.063452050
[317,] 0.9415179 0.11696413 0.058482065
[318,] 0.9357183 0.12856349 0.064281747
[319,] 0.9270325 0.14593508 0.072967541
[320,] 0.9447802 0.11043967 0.055219834
[321,] 0.9376061 0.12478782 0.062393912
[322,] 0.9324765 0.13504691 0.067523454
[323,] 0.9389782 0.12204360 0.061021802
[324,] 0.9307873 0.13842531 0.069212653
[325,] 0.9214864 0.15702721 0.078513604
[326,] 0.9143477 0.17130452 0.085652261
[327,] 0.9048756 0.19024884 0.095124420
[328,] 0.8934294 0.21314125 0.106570625
[329,] 0.9033514 0.19329729 0.096648643
[330,] 0.8917105 0.21657910 0.108289548
[331,] 0.8786699 0.24266015 0.121330073
[332,] 0.8642401 0.27151980 0.135759902
[333,] 0.8487517 0.30249664 0.151248321
[334,] 0.8322268 0.33554636 0.167773180
[335,] 0.8388167 0.32236663 0.161183314
[336,] 0.8315692 0.33686168 0.168430838
[337,] 0.8147965 0.37040694 0.185203472
[338,] 0.7953582 0.40928367 0.204641835
[339,] 0.7847867 0.43042667 0.215213333
[340,] 0.8230457 0.35390857 0.176954287
[341,] 0.8203835 0.35923297 0.179616487
[342,] 0.8201825 0.35963491 0.179817455
[343,] 0.8060312 0.38793755 0.193968776
[344,] 0.7918408 0.41631848 0.208159242
[345,] 0.8091724 0.38165526 0.190827631
[346,] 0.7914837 0.41703258 0.208516288
[347,] 0.7753378 0.44932438 0.224662191
[348,] 0.7554635 0.48907295 0.244536473
[349,] 0.7329972 0.53400550 0.267002752
[350,] 0.7111523 0.57769543 0.288847715
[351,] 0.7836029 0.43279428 0.216397141
[352,] 0.7617187 0.47656252 0.238281259
[353,] 0.7405885 0.51882300 0.259411502
[354,] 0.8000390 0.39992206 0.199961028
[355,] 0.7811280 0.43774396 0.218871980
[356,] 0.8465043 0.30699142 0.153495708
[357,] 0.9031878 0.19362440 0.096812202
[358,] 0.8946154 0.21076922 0.105384611
[359,] 0.8880709 0.22385825 0.111929125
[360,] 0.8983578 0.20328446 0.101642232
[361,] 0.8920878 0.21582430 0.107912152
[362,] 0.8855076 0.22898489 0.114492446
[363,] 0.8839167 0.23216663 0.116083317
[364,] 0.8684952 0.26300968 0.131504842
[365,] 0.8557279 0.28854419 0.144272093
[366,] 0.8381300 0.32374010 0.161870049
[367,] 0.8968127 0.20637454 0.103187268
[368,] 0.8852373 0.22952533 0.114762666
[369,] 0.8721681 0.25566381 0.127831907
[370,] 0.8577540 0.28449203 0.142246013
[371,] 0.8418577 0.31628469 0.158142347
[372,] 0.8848041 0.23039171 0.115195857
[373,] 0.8689094 0.26218121 0.131090604
[374,] 0.8548851 0.29022987 0.145114936
[375,] 0.8516431 0.29671374 0.148356871
[376,] 0.8498579 0.30028415 0.150142076
[377,] 0.8963476 0.20730488 0.103652441
[378,] 0.8850780 0.22984406 0.114922030
[379,] 0.8775412 0.24491768 0.122458841
[380,] 0.8694140 0.26117207 0.130586036
[381,] 0.8524149 0.29517022 0.147585111
[382,] 0.8940145 0.21197109 0.105985543
[383,] 0.8909567 0.21808655 0.109043274
[384,] 0.8849879 0.23002426 0.115012128
[385,] 0.8730215 0.25395704 0.126978519
[386,] 0.8963722 0.20725565 0.103627826
[387,] 0.8830190 0.23396200 0.116981000
[388,] 0.8680626 0.26387487 0.131937433
[389,] 0.8588068 0.28238641 0.141193205
[390,] 0.8394211 0.32115787 0.160578933
[391,] 0.9081885 0.18362306 0.091811531
[392,] 0.9000595 0.19988091 0.099940453
[393,] 0.8885208 0.22295849 0.111479244
[394,] 0.8717430 0.25651392 0.128256959
[395,] 0.8559109 0.28817814 0.144089069
[396,] 0.8359418 0.32811646 0.164058230
[397,] 0.8753840 0.24923202 0.124616008
[398,] 0.8724337 0.25513263 0.127566316
[399,] 0.8534613 0.29307748 0.146538738
[400,] 0.8372658 0.32546832 0.162734162
[401,] 0.8257445 0.34851101 0.174255503
[402,] 0.8030202 0.39395950 0.196979750
[403,] 0.8493511 0.30129781 0.150648907
[404,] 0.8395105 0.32097896 0.160489478
[405,] 0.8253842 0.34923158 0.174615790
[406,] 0.8107517 0.37849652 0.189248262
[407,] 0.8275602 0.34487956 0.172439781
[408,] 0.8177647 0.36447056 0.182235281
[409,] 0.7960769 0.40784618 0.203923089
[410,] 0.8464056 0.30718886 0.153594429
[411,] 0.8288451 0.34230979 0.171154895
[412,] 0.8174843 0.36503133 0.182515665
[413,] 0.8012328 0.39753436 0.198767179
[414,] 0.8287106 0.34257885 0.171289424
[415,] 0.8401517 0.31969666 0.159848332
[416,] 0.8168156 0.36636871 0.183184357
[417,] 0.8071602 0.38567965 0.192839826
[418,] 0.7903336 0.41933282 0.209666410
[419,] 0.7637225 0.47255492 0.236277459
[420,] 0.7326768 0.53464633 0.267323165
[421,] 0.7122058 0.57558831 0.287794155
[422,] 0.7131796 0.57364083 0.286820414
[423,] 0.6798596 0.64028085 0.320140423
[424,] 0.7635785 0.47284304 0.236421520
[425,] 0.7373426 0.52531485 0.262657425
[426,] 0.7432794 0.51344114 0.256720569
[427,] 0.7201779 0.55964416 0.279822082
[428,] 0.6852155 0.62956898 0.314784491
[429,] 0.7611594 0.47768116 0.238840582
[430,] 0.7436812 0.51263763 0.256318817
[431,] 0.7179021 0.56419586 0.282097932
[432,] 0.7916499 0.41670029 0.208350143
[433,] 0.8635647 0.27287052 0.136435258
[434,] 0.8492832 0.30143352 0.150716759
[435,] 0.8341083 0.33178330 0.165891650
[436,] 0.8126332 0.37473359 0.187366797
[437,] 0.8266233 0.34675330 0.173376651
[438,] 0.8013920 0.39721598 0.198607991
[439,] 0.8094910 0.38101797 0.190508983
[440,] 0.7774665 0.44506696 0.222533480
[441,] 0.7504245 0.49915104 0.249575521
[442,] 0.7278063 0.54438738 0.272193689
[443,] 0.6892882 0.62142354 0.310711768
[444,] 0.6529912 0.69401754 0.347008768
[445,] 0.7756725 0.44865493 0.224327463
[446,] 0.8749945 0.25001102 0.125005512
[447,] 0.8463351 0.30732972 0.153664862
[448,] 0.8238688 0.35226250 0.176131248
[449,] 0.8450189 0.30996223 0.154981117
[450,] 0.8111390 0.37772196 0.188860980
[451,] 0.7816507 0.43669851 0.218349254
[452,] 0.8897187 0.22056252 0.110281262
[453,] 0.8638051 0.27238983 0.136194913
[454,] 0.8403901 0.31921978 0.159609891
[455,] 0.9753624 0.04927528 0.024637638
[456,] 0.9924107 0.01517863 0.007589314
[457,] 0.9923546 0.01529080 0.007645398
[458,] 0.9881250 0.02374993 0.011874966
[459,] 0.9829727 0.03405462 0.017027311
[460,] 0.9746443 0.05071140 0.025355702
[461,] 0.9624694 0.07506129 0.037530645
[462,] 0.9517386 0.09652275 0.048261376
[463,] 0.9401745 0.11965091 0.059825453
[464,] 0.9183165 0.16336693 0.081683465
[465,] 0.9050813 0.18983747 0.094918737
[466,] 0.8833612 0.23327754 0.116638768
[467,] 0.9083811 0.18323774 0.091618870
[468,] 0.8812119 0.23757629 0.118788147
[469,] 0.8990244 0.20195117 0.100975587
[470,] 0.8552707 0.28945857 0.144729284
[471,] 0.7974397 0.40512068 0.202560342
[472,] 0.7913381 0.41732384 0.208661921
[473,] 0.7128783 0.57424343 0.287121716
[474,] 0.6229852 0.75402962 0.377014809
[475,] 0.5458595 0.90828107 0.454140534
[476,] 0.4383862 0.87677245 0.561613773
[477,] 0.3405280 0.68105591 0.659472047
[478,] 0.2962845 0.59256909 0.703715454
[479,] 0.1980336 0.39606723 0.801966386
> postscript(file="/var/fisher/rcomp/tmp/1z4zi1354377780.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$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/27awt1354377780.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/3gwwp1354377780.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/4v16h1354377780.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/51o9g1354377780.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 = 500
Frequency = 1
1 2 3 4 5 6
66.2123830 10.0060569 116.4933337 23.1316225 199.1787360 82.7596230
7 8 9 10 11 12
-243.9039239 -218.4545951 -75.2371743 -59.1521394 -239.2565692 12.8980184
13 14 15 16 17 18
-115.4435764 -232.6579791 89.6374329 -214.9511108 -13.1137196 15.2365060
19 20 21 22 23 24
15.4206926 132.1068665 -17.8657651 -312.0109521 30.2023352 -13.9592198
25 26 27 28 29 30
-75.6050075 -268.0779962 26.1604787 -95.2180752 139.7802396 64.5305100
31 32 33 34 35 36
113.8055384 11.6481651 64.0129314 -111.2084134 34.2652182 -31.2240596
37 38 39 40 41 42
181.1225694 50.4416767 160.7721552 27.5631874 113.8802027 -109.4345254
43 44 45 46 47 48
-18.2939396 25.9821302 72.4672113 -247.6913990 -223.3777434 104.5351627
49 50 51 52 53 54
22.3728925 53.3473957 -57.1374460 35.2223151 -268.7617906 11.6779185
55 56 57 58 59 60
102.7418523 25.3781127 12.2643400 -190.8808168 -10.1944860 -30.4859496
61 62 63 64 65 66
42.1417345 102.1143516 45.7565827 -29.6740920 -135.7384177 -227.6152331
67 68 69 70 71 72
-38.5644524 -262.5576650 55.9986156 -10.8538001 -259.8550253 52.6144045
73 74 75 76 77 78
-253.8181682 86.4381203 79.2835101 193.0937805 141.5453471 -50.9057429
79 80 81 82 83 84
99.9494725 205.1795069 65.3138392 243.1678221 89.9212430 -22.8069906
85 86 87 88 89 90
-277.4112718 30.0536182 -146.8381503 37.7643635 -290.2945073 -7.4901856
91 92 93 94 95 96
71.1345329 -1.0527479 -21.2011591 65.5226360 62.4012142 -266.3702653
97 98 99 100 101 102
40.7343552 -4.8221121 -104.4767886 60.1141154 -21.6426442 39.1227054
103 104 105 106 107 108
53.9787487 26.2131518 182.5899767 206.7036285 28.7521466 -248.2854374
109 110 111 112 113 114
86.8699664 169.1017727 144.4788887 145.2073984 -244.5188489 -61.7690442
115 116 117 118 119 120
38.6346359 -15.7246380 -250.4518559 10.5969579 189.7116426 -7.6224133
121 122 123 124 125 126
78.0597905 91.8689002 126.4015444 85.2314259 -8.2186474 -277.6037620
127 128 129 130 131 132
46.8608614 -297.6613334 130.9604006 -216.9539002 -265.0781692 200.6591852
133 134 135 136 137 138
10.0299553 -98.3445600 -223.7482879 -32.5703169 64.8294560 28.1957930
139 140 141 142 143 144
-271.3106295 27.4618457 128.3259028 -37.1408389 129.0630383 131.0940851
145 146 147 148 149 150
-253.8115919 -23.9402226 102.9839488 144.5773476 122.0952783 -18.1285743
151 152 153 154 155 156
51.5508358 6.5480996 -94.4244130 226.4481939 84.0258210 144.5508810
157 158 159 160 161 162
28.3447093 -16.0981468 39.4600181 -168.1365570 45.3809731 117.0114567
163 164 165 166 167 168
126.2415365 40.5781798 21.9277057 120.9393886 154.4021595 176.0430097
169 170 171 172 173 174
-54.4964577 -154.2665471 -60.9263212 -23.8374996 -294.9845632 138.8199648
175 176 177 178 179 180
-51.4744011 44.4035402 116.3712649 51.5391570 72.1056378 135.3116628
181 182 183 184 185 186
170.9904433 51.7912388 -229.0941865 -98.6752787 137.9330720 -279.3897480
187 188 189 190 191 192
145.9026995 -0.1662536 95.1177846 217.8930356 26.9860453 21.6961166
193 194 195 196 197 198
128.6377887 174.2560918 -228.8264054 27.2158715 17.4710598 34.1181640
199 200 201 202 203 204
-214.8869919 -0.2513441 161.7218827 99.3311843 79.6371855 152.3779877
205 206 207 208 209 210
53.5369210 -8.1984616 142.9911711 242.6235052 0.1866424 49.2647229
211 212 213 214 215 216
-95.2452970 -189.3775496 219.9395605 -230.2454707 -282.8854563 73.0163089
217 218 219 220 221 222
-92.2201825 143.5714502 95.5376228 -302.5426219 -54.5010529 163.1334445
223 224 225 226 227 228
-7.2078997 8.0314532 86.6353524 60.1872314 105.4503034 5.7002855
229 230 231 232 233 234
-10.8079706 115.2857186 152.7037760 22.3093013 -221.1112642 -258.6979474
235 236 237 238 239 240
146.4935600 -239.4682755 -252.1357590 -104.5425136 165.4974203 46.2802778
241 242 243 244 245 246
8.6728062 84.3887482 -248.9659748 89.6133500 133.8928365 26.5451345
247 248 249 250 251 252
93.3764176 -262.9690667 133.5144156 141.8487162 18.6744660 148.6790981
253 254 255 256 257 258
59.2059468 -2.5408289 46.8373916 102.4285608 70.0499460 46.4001633
259 260 261 262 263 264
52.6252125 79.4941874 -261.1536176 40.1392263 121.7019707 178.4090194
265 266 267 268 269 270
38.9667689 -59.4488754 -86.4712986 -75.5293958 179.7479561 -101.8674821
271 272 273 274 275 276
139.9522007 95.4980106 158.8334406 9.1972451 39.3992021 16.4375185
277 278 279 280 281 282
258.7800127 71.4507617 -32.9938440 194.3284857 1.1355040 -37.3148998
283 284 285 286 287 288
-115.9048699 -262.0657004 178.6978446 138.2700710 -8.6938047 27.2949446
289 290 291 292 293 294
-93.6636041 25.5639420 131.3914861 122.0806085 -269.6263909 95.3925402
295 296 297 298 299 300
104.3546985 25.0477530 134.9698698 100.1885007 19.3659583 -28.8563421
301 302 303 304 305 306
2.6591804 38.9627248 -260.1695432 -62.1677964 -243.5360413 -4.4007552
307 308 309 310 311 312
-225.7507087 61.7165134 -258.8574039 -229.5393122 29.0334445 146.8452806
313 314 315 316 317 318
-28.4070416 39.2877448 -248.6636998 38.8488245 85.4360190 171.8379013
319 320 321 322 323 324
150.7261214 -11.5781875 -281.2021280 -71.9098374 12.0275768 -19.6295035
325 326 327 328 329 330
69.9049517 2.1500521 152.8597697 -49.9623970 -29.1353061 -208.5162497
331 332 333 334 335 336
15.3894269 60.0892097 155.3403848 -48.8195650 -36.1347423 53.4688594
337 338 339 340 341 342
61.1802483 -18.0733679 194.8231227 -35.7601235 -16.8885286 -1.5859749
343 344 345 346 347 348
-20.1614959 1.2680749 118.2882676 -110.2419877 22.2098849 15.6528717
349 350 351 352 353 354
95.2402523 -227.2633800 107.6886322 -137.2114783 76.3080317 56.4991868
355 356 357 358 359 360
171.5392611 63.2381722 -65.7210280 43.0017256 -37.5883845 -51.3789379
361 362 363 364 365 366
-239.3243750 14.7399522 33.4106319 -269.5047558 47.5694393 -247.6765656
367 368 369 370 371 372
-276.5838164 49.7149350 -70.5167997 185.1167040 94.6527514 82.9638277
373 374 375 376 377 378
126.5027792 -16.4475750 19.1204460 -21.7251263 -274.4197564 -73.1992060
379 380 381 382 383 384
34.7694350 58.1846043 -27.1479935 -264.2411980 11.8212379 59.4513964
385 386 387 388 389 390
111.3688901 -143.5263996 -263.1333611 40.3143129 103.0181524 -26.0391371
391 392 393 394 395 396
-30.1713196 -266.3363670 101.2424973 109.6451946 -57.5096009 165.0023613
397 398 399 400 401 402
74.4576371 -9.0508905 -42.8001261 8.1834301 -270.2942099 9.8105869
403 404 405 406 407 408
101.4778925 35.7242435 73.4665904 14.6087577 -247.6121928 140.3144147
409 410 411 412 413 414
23.4480960 70.6099209 121.6458006 25.6991450 -232.3359920 107.6245656
415 416 417 418 419 420
66.3689621 68.3871556 145.4423553 99.2748243 -49.6203983 -200.2760409
421 422 423 424 425 426
-108.0513827 88.9745076 -82.8529752 168.0087363 181.8032068 2.3802897
427 428 429 430 431 432
-120.9325860 53.4265252 -75.4555035 -7.3917484 39.1732652 -95.6138795
433 434 435 436 437 438
-50.5162147 167.2334404 75.6559866 164.1263175 -42.6161182 -8.5281050
439 440 441 442 443 444
159.6923215 62.7912050 54.1200648 -271.1668013 219.4421037 6.2821518
445 446 447 448 449 450
45.7805195 6.5247971 115.6386358 -27.5511323 -55.9785742 -15.6944254
451 452 453 454 455 456
-172.8891334 30.0349644 -44.1679735 38.4829987 -231.1629179 -270.6751321
457 458 459 460 461 462
11.6184738 134.3812298 -262.1268210 -45.8470370 5.3161042 -238.1879816
463 464 465 466 467 468
-43.8996356 80.3567279 -262.2421115 -257.6783694 200.7628353 -7.7666457
469 470 471 472 473 474
-15.2614854 -13.6098096 10.6184404 181.2126365 -79.9420598 29.1356129
475 476 477 478 479 480
3.7193412 145.7453562 110.6871833 44.4867694 151.9667221 0.2851131
481 482 483 484 485 486
-138.5846407 106.7902044 75.0713842 40.8032213 -34.2721016 10.3247263
487 488 489 490 491 492
-64.8879863 148.0936081 89.8973304 -15.2980765 -65.9079509 -104.5350568
493 494 495 496 497 498
54.0679871 -23.3366107 -61.6380744 -48.3467752 143.2666735 -253.3419084
499 500
72.4898684 91.5581460
> postscript(file="/var/fisher/rcomp/tmp/6s8jw1354377780.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 = 500
Frequency = 1
lag(myerror, k = 1) myerror
0 66.2123830 NA
1 10.0060569 66.2123830
2 116.4933337 10.0060569
3 23.1316225 116.4933337
4 199.1787360 23.1316225
5 82.7596230 199.1787360
6 -243.9039239 82.7596230
7 -218.4545951 -243.9039239
8 -75.2371743 -218.4545951
9 -59.1521394 -75.2371743
10 -239.2565692 -59.1521394
11 12.8980184 -239.2565692
12 -115.4435764 12.8980184
13 -232.6579791 -115.4435764
14 89.6374329 -232.6579791
15 -214.9511108 89.6374329
16 -13.1137196 -214.9511108
17 15.2365060 -13.1137196
18 15.4206926 15.2365060
19 132.1068665 15.4206926
20 -17.8657651 132.1068665
21 -312.0109521 -17.8657651
22 30.2023352 -312.0109521
23 -13.9592198 30.2023352
24 -75.6050075 -13.9592198
25 -268.0779962 -75.6050075
26 26.1604787 -268.0779962
27 -95.2180752 26.1604787
28 139.7802396 -95.2180752
29 64.5305100 139.7802396
30 113.8055384 64.5305100
31 11.6481651 113.8055384
32 64.0129314 11.6481651
33 -111.2084134 64.0129314
34 34.2652182 -111.2084134
35 -31.2240596 34.2652182
36 181.1225694 -31.2240596
37 50.4416767 181.1225694
38 160.7721552 50.4416767
39 27.5631874 160.7721552
40 113.8802027 27.5631874
41 -109.4345254 113.8802027
42 -18.2939396 -109.4345254
43 25.9821302 -18.2939396
44 72.4672113 25.9821302
45 -247.6913990 72.4672113
46 -223.3777434 -247.6913990
47 104.5351627 -223.3777434
48 22.3728925 104.5351627
49 53.3473957 22.3728925
50 -57.1374460 53.3473957
51 35.2223151 -57.1374460
52 -268.7617906 35.2223151
53 11.6779185 -268.7617906
54 102.7418523 11.6779185
55 25.3781127 102.7418523
56 12.2643400 25.3781127
57 -190.8808168 12.2643400
58 -10.1944860 -190.8808168
59 -30.4859496 -10.1944860
60 42.1417345 -30.4859496
61 102.1143516 42.1417345
62 45.7565827 102.1143516
63 -29.6740920 45.7565827
64 -135.7384177 -29.6740920
65 -227.6152331 -135.7384177
66 -38.5644524 -227.6152331
67 -262.5576650 -38.5644524
68 55.9986156 -262.5576650
69 -10.8538001 55.9986156
70 -259.8550253 -10.8538001
71 52.6144045 -259.8550253
72 -253.8181682 52.6144045
73 86.4381203 -253.8181682
74 79.2835101 86.4381203
75 193.0937805 79.2835101
76 141.5453471 193.0937805
77 -50.9057429 141.5453471
78 99.9494725 -50.9057429
79 205.1795069 99.9494725
80 65.3138392 205.1795069
81 243.1678221 65.3138392
82 89.9212430 243.1678221
83 -22.8069906 89.9212430
84 -277.4112718 -22.8069906
85 30.0536182 -277.4112718
86 -146.8381503 30.0536182
87 37.7643635 -146.8381503
88 -290.2945073 37.7643635
89 -7.4901856 -290.2945073
90 71.1345329 -7.4901856
91 -1.0527479 71.1345329
92 -21.2011591 -1.0527479
93 65.5226360 -21.2011591
94 62.4012142 65.5226360
95 -266.3702653 62.4012142
96 40.7343552 -266.3702653
97 -4.8221121 40.7343552
98 -104.4767886 -4.8221121
99 60.1141154 -104.4767886
100 -21.6426442 60.1141154
101 39.1227054 -21.6426442
102 53.9787487 39.1227054
103 26.2131518 53.9787487
104 182.5899767 26.2131518
105 206.7036285 182.5899767
106 28.7521466 206.7036285
107 -248.2854374 28.7521466
108 86.8699664 -248.2854374
109 169.1017727 86.8699664
110 144.4788887 169.1017727
111 145.2073984 144.4788887
112 -244.5188489 145.2073984
113 -61.7690442 -244.5188489
114 38.6346359 -61.7690442
115 -15.7246380 38.6346359
116 -250.4518559 -15.7246380
117 10.5969579 -250.4518559
118 189.7116426 10.5969579
119 -7.6224133 189.7116426
120 78.0597905 -7.6224133
121 91.8689002 78.0597905
122 126.4015444 91.8689002
123 85.2314259 126.4015444
124 -8.2186474 85.2314259
125 -277.6037620 -8.2186474
126 46.8608614 -277.6037620
127 -297.6613334 46.8608614
128 130.9604006 -297.6613334
129 -216.9539002 130.9604006
130 -265.0781692 -216.9539002
131 200.6591852 -265.0781692
132 10.0299553 200.6591852
133 -98.3445600 10.0299553
134 -223.7482879 -98.3445600
135 -32.5703169 -223.7482879
136 64.8294560 -32.5703169
137 28.1957930 64.8294560
138 -271.3106295 28.1957930
139 27.4618457 -271.3106295
140 128.3259028 27.4618457
141 -37.1408389 128.3259028
142 129.0630383 -37.1408389
143 131.0940851 129.0630383
144 -253.8115919 131.0940851
145 -23.9402226 -253.8115919
146 102.9839488 -23.9402226
147 144.5773476 102.9839488
148 122.0952783 144.5773476
149 -18.1285743 122.0952783
150 51.5508358 -18.1285743
151 6.5480996 51.5508358
152 -94.4244130 6.5480996
153 226.4481939 -94.4244130
154 84.0258210 226.4481939
155 144.5508810 84.0258210
156 28.3447093 144.5508810
157 -16.0981468 28.3447093
158 39.4600181 -16.0981468
159 -168.1365570 39.4600181
160 45.3809731 -168.1365570
161 117.0114567 45.3809731
162 126.2415365 117.0114567
163 40.5781798 126.2415365
164 21.9277057 40.5781798
165 120.9393886 21.9277057
166 154.4021595 120.9393886
167 176.0430097 154.4021595
168 -54.4964577 176.0430097
169 -154.2665471 -54.4964577
170 -60.9263212 -154.2665471
171 -23.8374996 -60.9263212
172 -294.9845632 -23.8374996
173 138.8199648 -294.9845632
174 -51.4744011 138.8199648
175 44.4035402 -51.4744011
176 116.3712649 44.4035402
177 51.5391570 116.3712649
178 72.1056378 51.5391570
179 135.3116628 72.1056378
180 170.9904433 135.3116628
181 51.7912388 170.9904433
182 -229.0941865 51.7912388
183 -98.6752787 -229.0941865
184 137.9330720 -98.6752787
185 -279.3897480 137.9330720
186 145.9026995 -279.3897480
187 -0.1662536 145.9026995
188 95.1177846 -0.1662536
189 217.8930356 95.1177846
190 26.9860453 217.8930356
191 21.6961166 26.9860453
192 128.6377887 21.6961166
193 174.2560918 128.6377887
194 -228.8264054 174.2560918
195 27.2158715 -228.8264054
196 17.4710598 27.2158715
197 34.1181640 17.4710598
198 -214.8869919 34.1181640
199 -0.2513441 -214.8869919
200 161.7218827 -0.2513441
201 99.3311843 161.7218827
202 79.6371855 99.3311843
203 152.3779877 79.6371855
204 53.5369210 152.3779877
205 -8.1984616 53.5369210
206 142.9911711 -8.1984616
207 242.6235052 142.9911711
208 0.1866424 242.6235052
209 49.2647229 0.1866424
210 -95.2452970 49.2647229
211 -189.3775496 -95.2452970
212 219.9395605 -189.3775496
213 -230.2454707 219.9395605
214 -282.8854563 -230.2454707
215 73.0163089 -282.8854563
216 -92.2201825 73.0163089
217 143.5714502 -92.2201825
218 95.5376228 143.5714502
219 -302.5426219 95.5376228
220 -54.5010529 -302.5426219
221 163.1334445 -54.5010529
222 -7.2078997 163.1334445
223 8.0314532 -7.2078997
224 86.6353524 8.0314532
225 60.1872314 86.6353524
226 105.4503034 60.1872314
227 5.7002855 105.4503034
228 -10.8079706 5.7002855
229 115.2857186 -10.8079706
230 152.7037760 115.2857186
231 22.3093013 152.7037760
232 -221.1112642 22.3093013
233 -258.6979474 -221.1112642
234 146.4935600 -258.6979474
235 -239.4682755 146.4935600
236 -252.1357590 -239.4682755
237 -104.5425136 -252.1357590
238 165.4974203 -104.5425136
239 46.2802778 165.4974203
240 8.6728062 46.2802778
241 84.3887482 8.6728062
242 -248.9659748 84.3887482
243 89.6133500 -248.9659748
244 133.8928365 89.6133500
245 26.5451345 133.8928365
246 93.3764176 26.5451345
247 -262.9690667 93.3764176
248 133.5144156 -262.9690667
249 141.8487162 133.5144156
250 18.6744660 141.8487162
251 148.6790981 18.6744660
252 59.2059468 148.6790981
253 -2.5408289 59.2059468
254 46.8373916 -2.5408289
255 102.4285608 46.8373916
256 70.0499460 102.4285608
257 46.4001633 70.0499460
258 52.6252125 46.4001633
259 79.4941874 52.6252125
260 -261.1536176 79.4941874
261 40.1392263 -261.1536176
262 121.7019707 40.1392263
263 178.4090194 121.7019707
264 38.9667689 178.4090194
265 -59.4488754 38.9667689
266 -86.4712986 -59.4488754
267 -75.5293958 -86.4712986
268 179.7479561 -75.5293958
269 -101.8674821 179.7479561
270 139.9522007 -101.8674821
271 95.4980106 139.9522007
272 158.8334406 95.4980106
273 9.1972451 158.8334406
274 39.3992021 9.1972451
275 16.4375185 39.3992021
276 258.7800127 16.4375185
277 71.4507617 258.7800127
278 -32.9938440 71.4507617
279 194.3284857 -32.9938440
280 1.1355040 194.3284857
281 -37.3148998 1.1355040
282 -115.9048699 -37.3148998
283 -262.0657004 -115.9048699
284 178.6978446 -262.0657004
285 138.2700710 178.6978446
286 -8.6938047 138.2700710
287 27.2949446 -8.6938047
288 -93.6636041 27.2949446
289 25.5639420 -93.6636041
290 131.3914861 25.5639420
291 122.0806085 131.3914861
292 -269.6263909 122.0806085
293 95.3925402 -269.6263909
294 104.3546985 95.3925402
295 25.0477530 104.3546985
296 134.9698698 25.0477530
297 100.1885007 134.9698698
298 19.3659583 100.1885007
299 -28.8563421 19.3659583
300 2.6591804 -28.8563421
301 38.9627248 2.6591804
302 -260.1695432 38.9627248
303 -62.1677964 -260.1695432
304 -243.5360413 -62.1677964
305 -4.4007552 -243.5360413
306 -225.7507087 -4.4007552
307 61.7165134 -225.7507087
308 -258.8574039 61.7165134
309 -229.5393122 -258.8574039
310 29.0334445 -229.5393122
311 146.8452806 29.0334445
312 -28.4070416 146.8452806
313 39.2877448 -28.4070416
314 -248.6636998 39.2877448
315 38.8488245 -248.6636998
316 85.4360190 38.8488245
317 171.8379013 85.4360190
318 150.7261214 171.8379013
319 -11.5781875 150.7261214
320 -281.2021280 -11.5781875
321 -71.9098374 -281.2021280
322 12.0275768 -71.9098374
323 -19.6295035 12.0275768
324 69.9049517 -19.6295035
325 2.1500521 69.9049517
326 152.8597697 2.1500521
327 -49.9623970 152.8597697
328 -29.1353061 -49.9623970
329 -208.5162497 -29.1353061
330 15.3894269 -208.5162497
331 60.0892097 15.3894269
332 155.3403848 60.0892097
333 -48.8195650 155.3403848
334 -36.1347423 -48.8195650
335 53.4688594 -36.1347423
336 61.1802483 53.4688594
337 -18.0733679 61.1802483
338 194.8231227 -18.0733679
339 -35.7601235 194.8231227
340 -16.8885286 -35.7601235
341 -1.5859749 -16.8885286
342 -20.1614959 -1.5859749
343 1.2680749 -20.1614959
344 118.2882676 1.2680749
345 -110.2419877 118.2882676
346 22.2098849 -110.2419877
347 15.6528717 22.2098849
348 95.2402523 15.6528717
349 -227.2633800 95.2402523
350 107.6886322 -227.2633800
351 -137.2114783 107.6886322
352 76.3080317 -137.2114783
353 56.4991868 76.3080317
354 171.5392611 56.4991868
355 63.2381722 171.5392611
356 -65.7210280 63.2381722
357 43.0017256 -65.7210280
358 -37.5883845 43.0017256
359 -51.3789379 -37.5883845
360 -239.3243750 -51.3789379
361 14.7399522 -239.3243750
362 33.4106319 14.7399522
363 -269.5047558 33.4106319
364 47.5694393 -269.5047558
365 -247.6765656 47.5694393
366 -276.5838164 -247.6765656
367 49.7149350 -276.5838164
368 -70.5167997 49.7149350
369 185.1167040 -70.5167997
370 94.6527514 185.1167040
371 82.9638277 94.6527514
372 126.5027792 82.9638277
373 -16.4475750 126.5027792
374 19.1204460 -16.4475750
375 -21.7251263 19.1204460
376 -274.4197564 -21.7251263
377 -73.1992060 -274.4197564
378 34.7694350 -73.1992060
379 58.1846043 34.7694350
380 -27.1479935 58.1846043
381 -264.2411980 -27.1479935
382 11.8212379 -264.2411980
383 59.4513964 11.8212379
384 111.3688901 59.4513964
385 -143.5263996 111.3688901
386 -263.1333611 -143.5263996
387 40.3143129 -263.1333611
388 103.0181524 40.3143129
389 -26.0391371 103.0181524
390 -30.1713196 -26.0391371
391 -266.3363670 -30.1713196
392 101.2424973 -266.3363670
393 109.6451946 101.2424973
394 -57.5096009 109.6451946
395 165.0023613 -57.5096009
396 74.4576371 165.0023613
397 -9.0508905 74.4576371
398 -42.8001261 -9.0508905
399 8.1834301 -42.8001261
400 -270.2942099 8.1834301
401 9.8105869 -270.2942099
402 101.4778925 9.8105869
403 35.7242435 101.4778925
404 73.4665904 35.7242435
405 14.6087577 73.4665904
406 -247.6121928 14.6087577
407 140.3144147 -247.6121928
408 23.4480960 140.3144147
409 70.6099209 23.4480960
410 121.6458006 70.6099209
411 25.6991450 121.6458006
412 -232.3359920 25.6991450
413 107.6245656 -232.3359920
414 66.3689621 107.6245656
415 68.3871556 66.3689621
416 145.4423553 68.3871556
417 99.2748243 145.4423553
418 -49.6203983 99.2748243
419 -200.2760409 -49.6203983
420 -108.0513827 -200.2760409
421 88.9745076 -108.0513827
422 -82.8529752 88.9745076
423 168.0087363 -82.8529752
424 181.8032068 168.0087363
425 2.3802897 181.8032068
426 -120.9325860 2.3802897
427 53.4265252 -120.9325860
428 -75.4555035 53.4265252
429 -7.3917484 -75.4555035
430 39.1732652 -7.3917484
431 -95.6138795 39.1732652
432 -50.5162147 -95.6138795
433 167.2334404 -50.5162147
434 75.6559866 167.2334404
435 164.1263175 75.6559866
436 -42.6161182 164.1263175
437 -8.5281050 -42.6161182
438 159.6923215 -8.5281050
439 62.7912050 159.6923215
440 54.1200648 62.7912050
441 -271.1668013 54.1200648
442 219.4421037 -271.1668013
443 6.2821518 219.4421037
444 45.7805195 6.2821518
445 6.5247971 45.7805195
446 115.6386358 6.5247971
447 -27.5511323 115.6386358
448 -55.9785742 -27.5511323
449 -15.6944254 -55.9785742
450 -172.8891334 -15.6944254
451 30.0349644 -172.8891334
452 -44.1679735 30.0349644
453 38.4829987 -44.1679735
454 -231.1629179 38.4829987
455 -270.6751321 -231.1629179
456 11.6184738 -270.6751321
457 134.3812298 11.6184738
458 -262.1268210 134.3812298
459 -45.8470370 -262.1268210
460 5.3161042 -45.8470370
461 -238.1879816 5.3161042
462 -43.8996356 -238.1879816
463 80.3567279 -43.8996356
464 -262.2421115 80.3567279
465 -257.6783694 -262.2421115
466 200.7628353 -257.6783694
467 -7.7666457 200.7628353
468 -15.2614854 -7.7666457
469 -13.6098096 -15.2614854
470 10.6184404 -13.6098096
471 181.2126365 10.6184404
472 -79.9420598 181.2126365
473 29.1356129 -79.9420598
474 3.7193412 29.1356129
475 145.7453562 3.7193412
476 110.6871833 145.7453562
477 44.4867694 110.6871833
478 151.9667221 44.4867694
479 0.2851131 151.9667221
480 -138.5846407 0.2851131
481 106.7902044 -138.5846407
482 75.0713842 106.7902044
483 40.8032213 75.0713842
484 -34.2721016 40.8032213
485 10.3247263 -34.2721016
486 -64.8879863 10.3247263
487 148.0936081 -64.8879863
488 89.8973304 148.0936081
489 -15.2980765 89.8973304
490 -65.9079509 -15.2980765
491 -104.5350568 -65.9079509
492 54.0679871 -104.5350568
493 -23.3366107 54.0679871
494 -61.6380744 -23.3366107
495 -48.3467752 -61.6380744
496 143.2666735 -48.3467752
497 -253.3419084 143.2666735
498 72.4898684 -253.3419084
499 91.5581460 72.4898684
500 NA 91.5581460
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] 10.0060569 66.2123830
[2,] 116.4933337 10.0060569
[3,] 23.1316225 116.4933337
[4,] 199.1787360 23.1316225
[5,] 82.7596230 199.1787360
[6,] -243.9039239 82.7596230
[7,] -218.4545951 -243.9039239
[8,] -75.2371743 -218.4545951
[9,] -59.1521394 -75.2371743
[10,] -239.2565692 -59.1521394
[11,] 12.8980184 -239.2565692
[12,] -115.4435764 12.8980184
[13,] -232.6579791 -115.4435764
[14,] 89.6374329 -232.6579791
[15,] -214.9511108 89.6374329
[16,] -13.1137196 -214.9511108
[17,] 15.2365060 -13.1137196
[18,] 15.4206926 15.2365060
[19,] 132.1068665 15.4206926
[20,] -17.8657651 132.1068665
[21,] -312.0109521 -17.8657651
[22,] 30.2023352 -312.0109521
[23,] -13.9592198 30.2023352
[24,] -75.6050075 -13.9592198
[25,] -268.0779962 -75.6050075
[26,] 26.1604787 -268.0779962
[27,] -95.2180752 26.1604787
[28,] 139.7802396 -95.2180752
[29,] 64.5305100 139.7802396
[30,] 113.8055384 64.5305100
[31,] 11.6481651 113.8055384
[32,] 64.0129314 11.6481651
[33,] -111.2084134 64.0129314
[34,] 34.2652182 -111.2084134
[35,] -31.2240596 34.2652182
[36,] 181.1225694 -31.2240596
[37,] 50.4416767 181.1225694
[38,] 160.7721552 50.4416767
[39,] 27.5631874 160.7721552
[40,] 113.8802027 27.5631874
[41,] -109.4345254 113.8802027
[42,] -18.2939396 -109.4345254
[43,] 25.9821302 -18.2939396
[44,] 72.4672113 25.9821302
[45,] -247.6913990 72.4672113
[46,] -223.3777434 -247.6913990
[47,] 104.5351627 -223.3777434
[48,] 22.3728925 104.5351627
[49,] 53.3473957 22.3728925
[50,] -57.1374460 53.3473957
[51,] 35.2223151 -57.1374460
[52,] -268.7617906 35.2223151
[53,] 11.6779185 -268.7617906
[54,] 102.7418523 11.6779185
[55,] 25.3781127 102.7418523
[56,] 12.2643400 25.3781127
[57,] -190.8808168 12.2643400
[58,] -10.1944860 -190.8808168
[59,] -30.4859496 -10.1944860
[60,] 42.1417345 -30.4859496
[61,] 102.1143516 42.1417345
[62,] 45.7565827 102.1143516
[63,] -29.6740920 45.7565827
[64,] -135.7384177 -29.6740920
[65,] -227.6152331 -135.7384177
[66,] -38.5644524 -227.6152331
[67,] -262.5576650 -38.5644524
[68,] 55.9986156 -262.5576650
[69,] -10.8538001 55.9986156
[70,] -259.8550253 -10.8538001
[71,] 52.6144045 -259.8550253
[72,] -253.8181682 52.6144045
[73,] 86.4381203 -253.8181682
[74,] 79.2835101 86.4381203
[75,] 193.0937805 79.2835101
[76,] 141.5453471 193.0937805
[77,] -50.9057429 141.5453471
[78,] 99.9494725 -50.9057429
[79,] 205.1795069 99.9494725
[80,] 65.3138392 205.1795069
[81,] 243.1678221 65.3138392
[82,] 89.9212430 243.1678221
[83,] -22.8069906 89.9212430
[84,] -277.4112718 -22.8069906
[85,] 30.0536182 -277.4112718
[86,] -146.8381503 30.0536182
[87,] 37.7643635 -146.8381503
[88,] -290.2945073 37.7643635
[89,] -7.4901856 -290.2945073
[90,] 71.1345329 -7.4901856
[91,] -1.0527479 71.1345329
[92,] -21.2011591 -1.0527479
[93,] 65.5226360 -21.2011591
[94,] 62.4012142 65.5226360
[95,] -266.3702653 62.4012142
[96,] 40.7343552 -266.3702653
[97,] -4.8221121 40.7343552
[98,] -104.4767886 -4.8221121
[99,] 60.1141154 -104.4767886
[100,] -21.6426442 60.1141154
[101,] 39.1227054 -21.6426442
[102,] 53.9787487 39.1227054
[103,] 26.2131518 53.9787487
[104,] 182.5899767 26.2131518
[105,] 206.7036285 182.5899767
[106,] 28.7521466 206.7036285
[107,] -248.2854374 28.7521466
[108,] 86.8699664 -248.2854374
[109,] 169.1017727 86.8699664
[110,] 144.4788887 169.1017727
[111,] 145.2073984 144.4788887
[112,] -244.5188489 145.2073984
[113,] -61.7690442 -244.5188489
[114,] 38.6346359 -61.7690442
[115,] -15.7246380 38.6346359
[116,] -250.4518559 -15.7246380
[117,] 10.5969579 -250.4518559
[118,] 189.7116426 10.5969579
[119,] -7.6224133 189.7116426
[120,] 78.0597905 -7.6224133
[121,] 91.8689002 78.0597905
[122,] 126.4015444 91.8689002
[123,] 85.2314259 126.4015444
[124,] -8.2186474 85.2314259
[125,] -277.6037620 -8.2186474
[126,] 46.8608614 -277.6037620
[127,] -297.6613334 46.8608614
[128,] 130.9604006 -297.6613334
[129,] -216.9539002 130.9604006
[130,] -265.0781692 -216.9539002
[131,] 200.6591852 -265.0781692
[132,] 10.0299553 200.6591852
[133,] -98.3445600 10.0299553
[134,] -223.7482879 -98.3445600
[135,] -32.5703169 -223.7482879
[136,] 64.8294560 -32.5703169
[137,] 28.1957930 64.8294560
[138,] -271.3106295 28.1957930
[139,] 27.4618457 -271.3106295
[140,] 128.3259028 27.4618457
[141,] -37.1408389 128.3259028
[142,] 129.0630383 -37.1408389
[143,] 131.0940851 129.0630383
[144,] -253.8115919 131.0940851
[145,] -23.9402226 -253.8115919
[146,] 102.9839488 -23.9402226
[147,] 144.5773476 102.9839488
[148,] 122.0952783 144.5773476
[149,] -18.1285743 122.0952783
[150,] 51.5508358 -18.1285743
[151,] 6.5480996 51.5508358
[152,] -94.4244130 6.5480996
[153,] 226.4481939 -94.4244130
[154,] 84.0258210 226.4481939
[155,] 144.5508810 84.0258210
[156,] 28.3447093 144.5508810
[157,] -16.0981468 28.3447093
[158,] 39.4600181 -16.0981468
[159,] -168.1365570 39.4600181
[160,] 45.3809731 -168.1365570
[161,] 117.0114567 45.3809731
[162,] 126.2415365 117.0114567
[163,] 40.5781798 126.2415365
[164,] 21.9277057 40.5781798
[165,] 120.9393886 21.9277057
[166,] 154.4021595 120.9393886
[167,] 176.0430097 154.4021595
[168,] -54.4964577 176.0430097
[169,] -154.2665471 -54.4964577
[170,] -60.9263212 -154.2665471
[171,] -23.8374996 -60.9263212
[172,] -294.9845632 -23.8374996
[173,] 138.8199648 -294.9845632
[174,] -51.4744011 138.8199648
[175,] 44.4035402 -51.4744011
[176,] 116.3712649 44.4035402
[177,] 51.5391570 116.3712649
[178,] 72.1056378 51.5391570
[179,] 135.3116628 72.1056378
[180,] 170.9904433 135.3116628
[181,] 51.7912388 170.9904433
[182,] -229.0941865 51.7912388
[183,] -98.6752787 -229.0941865
[184,] 137.9330720 -98.6752787
[185,] -279.3897480 137.9330720
[186,] 145.9026995 -279.3897480
[187,] -0.1662536 145.9026995
[188,] 95.1177846 -0.1662536
[189,] 217.8930356 95.1177846
[190,] 26.9860453 217.8930356
[191,] 21.6961166 26.9860453
[192,] 128.6377887 21.6961166
[193,] 174.2560918 128.6377887
[194,] -228.8264054 174.2560918
[195,] 27.2158715 -228.8264054
[196,] 17.4710598 27.2158715
[197,] 34.1181640 17.4710598
[198,] -214.8869919 34.1181640
[199,] -0.2513441 -214.8869919
[200,] 161.7218827 -0.2513441
[201,] 99.3311843 161.7218827
[202,] 79.6371855 99.3311843
[203,] 152.3779877 79.6371855
[204,] 53.5369210 152.3779877
[205,] -8.1984616 53.5369210
[206,] 142.9911711 -8.1984616
[207,] 242.6235052 142.9911711
[208,] 0.1866424 242.6235052
[209,] 49.2647229 0.1866424
[210,] -95.2452970 49.2647229
[211,] -189.3775496 -95.2452970
[212,] 219.9395605 -189.3775496
[213,] -230.2454707 219.9395605
[214,] -282.8854563 -230.2454707
[215,] 73.0163089 -282.8854563
[216,] -92.2201825 73.0163089
[217,] 143.5714502 -92.2201825
[218,] 95.5376228 143.5714502
[219,] -302.5426219 95.5376228
[220,] -54.5010529 -302.5426219
[221,] 163.1334445 -54.5010529
[222,] -7.2078997 163.1334445
[223,] 8.0314532 -7.2078997
[224,] 86.6353524 8.0314532
[225,] 60.1872314 86.6353524
[226,] 105.4503034 60.1872314
[227,] 5.7002855 105.4503034
[228,] -10.8079706 5.7002855
[229,] 115.2857186 -10.8079706
[230,] 152.7037760 115.2857186
[231,] 22.3093013 152.7037760
[232,] -221.1112642 22.3093013
[233,] -258.6979474 -221.1112642
[234,] 146.4935600 -258.6979474
[235,] -239.4682755 146.4935600
[236,] -252.1357590 -239.4682755
[237,] -104.5425136 -252.1357590
[238,] 165.4974203 -104.5425136
[239,] 46.2802778 165.4974203
[240,] 8.6728062 46.2802778
[241,] 84.3887482 8.6728062
[242,] -248.9659748 84.3887482
[243,] 89.6133500 -248.9659748
[244,] 133.8928365 89.6133500
[245,] 26.5451345 133.8928365
[246,] 93.3764176 26.5451345
[247,] -262.9690667 93.3764176
[248,] 133.5144156 -262.9690667
[249,] 141.8487162 133.5144156
[250,] 18.6744660 141.8487162
[251,] 148.6790981 18.6744660
[252,] 59.2059468 148.6790981
[253,] -2.5408289 59.2059468
[254,] 46.8373916 -2.5408289
[255,] 102.4285608 46.8373916
[256,] 70.0499460 102.4285608
[257,] 46.4001633 70.0499460
[258,] 52.6252125 46.4001633
[259,] 79.4941874 52.6252125
[260,] -261.1536176 79.4941874
[261,] 40.1392263 -261.1536176
[262,] 121.7019707 40.1392263
[263,] 178.4090194 121.7019707
[264,] 38.9667689 178.4090194
[265,] -59.4488754 38.9667689
[266,] -86.4712986 -59.4488754
[267,] -75.5293958 -86.4712986
[268,] 179.7479561 -75.5293958
[269,] -101.8674821 179.7479561
[270,] 139.9522007 -101.8674821
[271,] 95.4980106 139.9522007
[272,] 158.8334406 95.4980106
[273,] 9.1972451 158.8334406
[274,] 39.3992021 9.1972451
[275,] 16.4375185 39.3992021
[276,] 258.7800127 16.4375185
[277,] 71.4507617 258.7800127
[278,] -32.9938440 71.4507617
[279,] 194.3284857 -32.9938440
[280,] 1.1355040 194.3284857
[281,] -37.3148998 1.1355040
[282,] -115.9048699 -37.3148998
[283,] -262.0657004 -115.9048699
[284,] 178.6978446 -262.0657004
[285,] 138.2700710 178.6978446
[286,] -8.6938047 138.2700710
[287,] 27.2949446 -8.6938047
[288,] -93.6636041 27.2949446
[289,] 25.5639420 -93.6636041
[290,] 131.3914861 25.5639420
[291,] 122.0806085 131.3914861
[292,] -269.6263909 122.0806085
[293,] 95.3925402 -269.6263909
[294,] 104.3546985 95.3925402
[295,] 25.0477530 104.3546985
[296,] 134.9698698 25.0477530
[297,] 100.1885007 134.9698698
[298,] 19.3659583 100.1885007
[299,] -28.8563421 19.3659583
[300,] 2.6591804 -28.8563421
[301,] 38.9627248 2.6591804
[302,] -260.1695432 38.9627248
[303,] -62.1677964 -260.1695432
[304,] -243.5360413 -62.1677964
[305,] -4.4007552 -243.5360413
[306,] -225.7507087 -4.4007552
[307,] 61.7165134 -225.7507087
[308,] -258.8574039 61.7165134
[309,] -229.5393122 -258.8574039
[310,] 29.0334445 -229.5393122
[311,] 146.8452806 29.0334445
[312,] -28.4070416 146.8452806
[313,] 39.2877448 -28.4070416
[314,] -248.6636998 39.2877448
[315,] 38.8488245 -248.6636998
[316,] 85.4360190 38.8488245
[317,] 171.8379013 85.4360190
[318,] 150.7261214 171.8379013
[319,] -11.5781875 150.7261214
[320,] -281.2021280 -11.5781875
[321,] -71.9098374 -281.2021280
[322,] 12.0275768 -71.9098374
[323,] -19.6295035 12.0275768
[324,] 69.9049517 -19.6295035
[325,] 2.1500521 69.9049517
[326,] 152.8597697 2.1500521
[327,] -49.9623970 152.8597697
[328,] -29.1353061 -49.9623970
[329,] -208.5162497 -29.1353061
[330,] 15.3894269 -208.5162497
[331,] 60.0892097 15.3894269
[332,] 155.3403848 60.0892097
[333,] -48.8195650 155.3403848
[334,] -36.1347423 -48.8195650
[335,] 53.4688594 -36.1347423
[336,] 61.1802483 53.4688594
[337,] -18.0733679 61.1802483
[338,] 194.8231227 -18.0733679
[339,] -35.7601235 194.8231227
[340,] -16.8885286 -35.7601235
[341,] -1.5859749 -16.8885286
[342,] -20.1614959 -1.5859749
[343,] 1.2680749 -20.1614959
[344,] 118.2882676 1.2680749
[345,] -110.2419877 118.2882676
[346,] 22.2098849 -110.2419877
[347,] 15.6528717 22.2098849
[348,] 95.2402523 15.6528717
[349,] -227.2633800 95.2402523
[350,] 107.6886322 -227.2633800
[351,] -137.2114783 107.6886322
[352,] 76.3080317 -137.2114783
[353,] 56.4991868 76.3080317
[354,] 171.5392611 56.4991868
[355,] 63.2381722 171.5392611
[356,] -65.7210280 63.2381722
[357,] 43.0017256 -65.7210280
[358,] -37.5883845 43.0017256
[359,] -51.3789379 -37.5883845
[360,] -239.3243750 -51.3789379
[361,] 14.7399522 -239.3243750
[362,] 33.4106319 14.7399522
[363,] -269.5047558 33.4106319
[364,] 47.5694393 -269.5047558
[365,] -247.6765656 47.5694393
[366,] -276.5838164 -247.6765656
[367,] 49.7149350 -276.5838164
[368,] -70.5167997 49.7149350
[369,] 185.1167040 -70.5167997
[370,] 94.6527514 185.1167040
[371,] 82.9638277 94.6527514
[372,] 126.5027792 82.9638277
[373,] -16.4475750 126.5027792
[374,] 19.1204460 -16.4475750
[375,] -21.7251263 19.1204460
[376,] -274.4197564 -21.7251263
[377,] -73.1992060 -274.4197564
[378,] 34.7694350 -73.1992060
[379,] 58.1846043 34.7694350
[380,] -27.1479935 58.1846043
[381,] -264.2411980 -27.1479935
[382,] 11.8212379 -264.2411980
[383,] 59.4513964 11.8212379
[384,] 111.3688901 59.4513964
[385,] -143.5263996 111.3688901
[386,] -263.1333611 -143.5263996
[387,] 40.3143129 -263.1333611
[388,] 103.0181524 40.3143129
[389,] -26.0391371 103.0181524
[390,] -30.1713196 -26.0391371
[391,] -266.3363670 -30.1713196
[392,] 101.2424973 -266.3363670
[393,] 109.6451946 101.2424973
[394,] -57.5096009 109.6451946
[395,] 165.0023613 -57.5096009
[396,] 74.4576371 165.0023613
[397,] -9.0508905 74.4576371
[398,] -42.8001261 -9.0508905
[399,] 8.1834301 -42.8001261
[400,] -270.2942099 8.1834301
[401,] 9.8105869 -270.2942099
[402,] 101.4778925 9.8105869
[403,] 35.7242435 101.4778925
[404,] 73.4665904 35.7242435
[405,] 14.6087577 73.4665904
[406,] -247.6121928 14.6087577
[407,] 140.3144147 -247.6121928
[408,] 23.4480960 140.3144147
[409,] 70.6099209 23.4480960
[410,] 121.6458006 70.6099209
[411,] 25.6991450 121.6458006
[412,] -232.3359920 25.6991450
[413,] 107.6245656 -232.3359920
[414,] 66.3689621 107.6245656
[415,] 68.3871556 66.3689621
[416,] 145.4423553 68.3871556
[417,] 99.2748243 145.4423553
[418,] -49.6203983 99.2748243
[419,] -200.2760409 -49.6203983
[420,] -108.0513827 -200.2760409
[421,] 88.9745076 -108.0513827
[422,] -82.8529752 88.9745076
[423,] 168.0087363 -82.8529752
[424,] 181.8032068 168.0087363
[425,] 2.3802897 181.8032068
[426,] -120.9325860 2.3802897
[427,] 53.4265252 -120.9325860
[428,] -75.4555035 53.4265252
[429,] -7.3917484 -75.4555035
[430,] 39.1732652 -7.3917484
[431,] -95.6138795 39.1732652
[432,] -50.5162147 -95.6138795
[433,] 167.2334404 -50.5162147
[434,] 75.6559866 167.2334404
[435,] 164.1263175 75.6559866
[436,] -42.6161182 164.1263175
[437,] -8.5281050 -42.6161182
[438,] 159.6923215 -8.5281050
[439,] 62.7912050 159.6923215
[440,] 54.1200648 62.7912050
[441,] -271.1668013 54.1200648
[442,] 219.4421037 -271.1668013
[443,] 6.2821518 219.4421037
[444,] 45.7805195 6.2821518
[445,] 6.5247971 45.7805195
[446,] 115.6386358 6.5247971
[447,] -27.5511323 115.6386358
[448,] -55.9785742 -27.5511323
[449,] -15.6944254 -55.9785742
[450,] -172.8891334 -15.6944254
[451,] 30.0349644 -172.8891334
[452,] -44.1679735 30.0349644
[453,] 38.4829987 -44.1679735
[454,] -231.1629179 38.4829987
[455,] -270.6751321 -231.1629179
[456,] 11.6184738 -270.6751321
[457,] 134.3812298 11.6184738
[458,] -262.1268210 134.3812298
[459,] -45.8470370 -262.1268210
[460,] 5.3161042 -45.8470370
[461,] -238.1879816 5.3161042
[462,] -43.8996356 -238.1879816
[463,] 80.3567279 -43.8996356
[464,] -262.2421115 80.3567279
[465,] -257.6783694 -262.2421115
[466,] 200.7628353 -257.6783694
[467,] -7.7666457 200.7628353
[468,] -15.2614854 -7.7666457
[469,] -13.6098096 -15.2614854
[470,] 10.6184404 -13.6098096
[471,] 181.2126365 10.6184404
[472,] -79.9420598 181.2126365
[473,] 29.1356129 -79.9420598
[474,] 3.7193412 29.1356129
[475,] 145.7453562 3.7193412
[476,] 110.6871833 145.7453562
[477,] 44.4867694 110.6871833
[478,] 151.9667221 44.4867694
[479,] 0.2851131 151.9667221
[480,] -138.5846407 0.2851131
[481,] 106.7902044 -138.5846407
[482,] 75.0713842 106.7902044
[483,] 40.8032213 75.0713842
[484,] -34.2721016 40.8032213
[485,] 10.3247263 -34.2721016
[486,] -64.8879863 10.3247263
[487,] 148.0936081 -64.8879863
[488,] 89.8973304 148.0936081
[489,] -15.2980765 89.8973304
[490,] -65.9079509 -15.2980765
[491,] -104.5350568 -65.9079509
[492,] 54.0679871 -104.5350568
[493,] -23.3366107 54.0679871
[494,] -61.6380744 -23.3366107
[495,] -48.3467752 -61.6380744
[496,] 143.2666735 -48.3467752
[497,] -253.3419084 143.2666735
[498,] 72.4898684 -253.3419084
[499,] 91.5581460 72.4898684
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 10.0060569 66.2123830
2 116.4933337 10.0060569
3 23.1316225 116.4933337
4 199.1787360 23.1316225
5 82.7596230 199.1787360
6 -243.9039239 82.7596230
7 -218.4545951 -243.9039239
8 -75.2371743 -218.4545951
9 -59.1521394 -75.2371743
10 -239.2565692 -59.1521394
11 12.8980184 -239.2565692
12 -115.4435764 12.8980184
13 -232.6579791 -115.4435764
14 89.6374329 -232.6579791
15 -214.9511108 89.6374329
16 -13.1137196 -214.9511108
17 15.2365060 -13.1137196
18 15.4206926 15.2365060
19 132.1068665 15.4206926
20 -17.8657651 132.1068665
21 -312.0109521 -17.8657651
22 30.2023352 -312.0109521
23 -13.9592198 30.2023352
24 -75.6050075 -13.9592198
25 -268.0779962 -75.6050075
26 26.1604787 -268.0779962
27 -95.2180752 26.1604787
28 139.7802396 -95.2180752
29 64.5305100 139.7802396
30 113.8055384 64.5305100
31 11.6481651 113.8055384
32 64.0129314 11.6481651
33 -111.2084134 64.0129314
34 34.2652182 -111.2084134
35 -31.2240596 34.2652182
36 181.1225694 -31.2240596
37 50.4416767 181.1225694
38 160.7721552 50.4416767
39 27.5631874 160.7721552
40 113.8802027 27.5631874
41 -109.4345254 113.8802027
42 -18.2939396 -109.4345254
43 25.9821302 -18.2939396
44 72.4672113 25.9821302
45 -247.6913990 72.4672113
46 -223.3777434 -247.6913990
47 104.5351627 -223.3777434
48 22.3728925 104.5351627
49 53.3473957 22.3728925
50 -57.1374460 53.3473957
51 35.2223151 -57.1374460
52 -268.7617906 35.2223151
53 11.6779185 -268.7617906
54 102.7418523 11.6779185
55 25.3781127 102.7418523
56 12.2643400 25.3781127
57 -190.8808168 12.2643400
58 -10.1944860 -190.8808168
59 -30.4859496 -10.1944860
60 42.1417345 -30.4859496
61 102.1143516 42.1417345
62 45.7565827 102.1143516
63 -29.6740920 45.7565827
64 -135.7384177 -29.6740920
65 -227.6152331 -135.7384177
66 -38.5644524 -227.6152331
67 -262.5576650 -38.5644524
68 55.9986156 -262.5576650
69 -10.8538001 55.9986156
70 -259.8550253 -10.8538001
71 52.6144045 -259.8550253
72 -253.8181682 52.6144045
73 86.4381203 -253.8181682
74 79.2835101 86.4381203
75 193.0937805 79.2835101
76 141.5453471 193.0937805
77 -50.9057429 141.5453471
78 99.9494725 -50.9057429
79 205.1795069 99.9494725
80 65.3138392 205.1795069
81 243.1678221 65.3138392
82 89.9212430 243.1678221
83 -22.8069906 89.9212430
84 -277.4112718 -22.8069906
85 30.0536182 -277.4112718
86 -146.8381503 30.0536182
87 37.7643635 -146.8381503
88 -290.2945073 37.7643635
89 -7.4901856 -290.2945073
90 71.1345329 -7.4901856
91 -1.0527479 71.1345329
92 -21.2011591 -1.0527479
93 65.5226360 -21.2011591
94 62.4012142 65.5226360
95 -266.3702653 62.4012142
96 40.7343552 -266.3702653
97 -4.8221121 40.7343552
98 -104.4767886 -4.8221121
99 60.1141154 -104.4767886
100 -21.6426442 60.1141154
101 39.1227054 -21.6426442
102 53.9787487 39.1227054
103 26.2131518 53.9787487
104 182.5899767 26.2131518
105 206.7036285 182.5899767
106 28.7521466 206.7036285
107 -248.2854374 28.7521466
108 86.8699664 -248.2854374
109 169.1017727 86.8699664
110 144.4788887 169.1017727
111 145.2073984 144.4788887
112 -244.5188489 145.2073984
113 -61.7690442 -244.5188489
114 38.6346359 -61.7690442
115 -15.7246380 38.6346359
116 -250.4518559 -15.7246380
117 10.5969579 -250.4518559
118 189.7116426 10.5969579
119 -7.6224133 189.7116426
120 78.0597905 -7.6224133
121 91.8689002 78.0597905
122 126.4015444 91.8689002
123 85.2314259 126.4015444
124 -8.2186474 85.2314259
125 -277.6037620 -8.2186474
126 46.8608614 -277.6037620
127 -297.6613334 46.8608614
128 130.9604006 -297.6613334
129 -216.9539002 130.9604006
130 -265.0781692 -216.9539002
131 200.6591852 -265.0781692
132 10.0299553 200.6591852
133 -98.3445600 10.0299553
134 -223.7482879 -98.3445600
135 -32.5703169 -223.7482879
136 64.8294560 -32.5703169
137 28.1957930 64.8294560
138 -271.3106295 28.1957930
139 27.4618457 -271.3106295
140 128.3259028 27.4618457
141 -37.1408389 128.3259028
142 129.0630383 -37.1408389
143 131.0940851 129.0630383
144 -253.8115919 131.0940851
145 -23.9402226 -253.8115919
146 102.9839488 -23.9402226
147 144.5773476 102.9839488
148 122.0952783 144.5773476
149 -18.1285743 122.0952783
150 51.5508358 -18.1285743
151 6.5480996 51.5508358
152 -94.4244130 6.5480996
153 226.4481939 -94.4244130
154 84.0258210 226.4481939
155 144.5508810 84.0258210
156 28.3447093 144.5508810
157 -16.0981468 28.3447093
158 39.4600181 -16.0981468
159 -168.1365570 39.4600181
160 45.3809731 -168.1365570
161 117.0114567 45.3809731
162 126.2415365 117.0114567
163 40.5781798 126.2415365
164 21.9277057 40.5781798
165 120.9393886 21.9277057
166 154.4021595 120.9393886
167 176.0430097 154.4021595
168 -54.4964577 176.0430097
169 -154.2665471 -54.4964577
170 -60.9263212 -154.2665471
171 -23.8374996 -60.9263212
172 -294.9845632 -23.8374996
173 138.8199648 -294.9845632
174 -51.4744011 138.8199648
175 44.4035402 -51.4744011
176 116.3712649 44.4035402
177 51.5391570 116.3712649
178 72.1056378 51.5391570
179 135.3116628 72.1056378
180 170.9904433 135.3116628
181 51.7912388 170.9904433
182 -229.0941865 51.7912388
183 -98.6752787 -229.0941865
184 137.9330720 -98.6752787
185 -279.3897480 137.9330720
186 145.9026995 -279.3897480
187 -0.1662536 145.9026995
188 95.1177846 -0.1662536
189 217.8930356 95.1177846
190 26.9860453 217.8930356
191 21.6961166 26.9860453
192 128.6377887 21.6961166
193 174.2560918 128.6377887
194 -228.8264054 174.2560918
195 27.2158715 -228.8264054
196 17.4710598 27.2158715
197 34.1181640 17.4710598
198 -214.8869919 34.1181640
199 -0.2513441 -214.8869919
200 161.7218827 -0.2513441
201 99.3311843 161.7218827
202 79.6371855 99.3311843
203 152.3779877 79.6371855
204 53.5369210 152.3779877
205 -8.1984616 53.5369210
206 142.9911711 -8.1984616
207 242.6235052 142.9911711
208 0.1866424 242.6235052
209 49.2647229 0.1866424
210 -95.2452970 49.2647229
211 -189.3775496 -95.2452970
212 219.9395605 -189.3775496
213 -230.2454707 219.9395605
214 -282.8854563 -230.2454707
215 73.0163089 -282.8854563
216 -92.2201825 73.0163089
217 143.5714502 -92.2201825
218 95.5376228 143.5714502
219 -302.5426219 95.5376228
220 -54.5010529 -302.5426219
221 163.1334445 -54.5010529
222 -7.2078997 163.1334445
223 8.0314532 -7.2078997
224 86.6353524 8.0314532
225 60.1872314 86.6353524
226 105.4503034 60.1872314
227 5.7002855 105.4503034
228 -10.8079706 5.7002855
229 115.2857186 -10.8079706
230 152.7037760 115.2857186
231 22.3093013 152.7037760
232 -221.1112642 22.3093013
233 -258.6979474 -221.1112642
234 146.4935600 -258.6979474
235 -239.4682755 146.4935600
236 -252.1357590 -239.4682755
237 -104.5425136 -252.1357590
238 165.4974203 -104.5425136
239 46.2802778 165.4974203
240 8.6728062 46.2802778
241 84.3887482 8.6728062
242 -248.9659748 84.3887482
243 89.6133500 -248.9659748
244 133.8928365 89.6133500
245 26.5451345 133.8928365
246 93.3764176 26.5451345
247 -262.9690667 93.3764176
248 133.5144156 -262.9690667
249 141.8487162 133.5144156
250 18.6744660 141.8487162
251 148.6790981 18.6744660
252 59.2059468 148.6790981
253 -2.5408289 59.2059468
254 46.8373916 -2.5408289
255 102.4285608 46.8373916
256 70.0499460 102.4285608
257 46.4001633 70.0499460
258 52.6252125 46.4001633
259 79.4941874 52.6252125
260 -261.1536176 79.4941874
261 40.1392263 -261.1536176
262 121.7019707 40.1392263
263 178.4090194 121.7019707
264 38.9667689 178.4090194
265 -59.4488754 38.9667689
266 -86.4712986 -59.4488754
267 -75.5293958 -86.4712986
268 179.7479561 -75.5293958
269 -101.8674821 179.7479561
270 139.9522007 -101.8674821
271 95.4980106 139.9522007
272 158.8334406 95.4980106
273 9.1972451 158.8334406
274 39.3992021 9.1972451
275 16.4375185 39.3992021
276 258.7800127 16.4375185
277 71.4507617 258.7800127
278 -32.9938440 71.4507617
279 194.3284857 -32.9938440
280 1.1355040 194.3284857
281 -37.3148998 1.1355040
282 -115.9048699 -37.3148998
283 -262.0657004 -115.9048699
284 178.6978446 -262.0657004
285 138.2700710 178.6978446
286 -8.6938047 138.2700710
287 27.2949446 -8.6938047
288 -93.6636041 27.2949446
289 25.5639420 -93.6636041
290 131.3914861 25.5639420
291 122.0806085 131.3914861
292 -269.6263909 122.0806085
293 95.3925402 -269.6263909
294 104.3546985 95.3925402
295 25.0477530 104.3546985
296 134.9698698 25.0477530
297 100.1885007 134.9698698
298 19.3659583 100.1885007
299 -28.8563421 19.3659583
300 2.6591804 -28.8563421
301 38.9627248 2.6591804
302 -260.1695432 38.9627248
303 -62.1677964 -260.1695432
304 -243.5360413 -62.1677964
305 -4.4007552 -243.5360413
306 -225.7507087 -4.4007552
307 61.7165134 -225.7507087
308 -258.8574039 61.7165134
309 -229.5393122 -258.8574039
310 29.0334445 -229.5393122
311 146.8452806 29.0334445
312 -28.4070416 146.8452806
313 39.2877448 -28.4070416
314 -248.6636998 39.2877448
315 38.8488245 -248.6636998
316 85.4360190 38.8488245
317 171.8379013 85.4360190
318 150.7261214 171.8379013
319 -11.5781875 150.7261214
320 -281.2021280 -11.5781875
321 -71.9098374 -281.2021280
322 12.0275768 -71.9098374
323 -19.6295035 12.0275768
324 69.9049517 -19.6295035
325 2.1500521 69.9049517
326 152.8597697 2.1500521
327 -49.9623970 152.8597697
328 -29.1353061 -49.9623970
329 -208.5162497 -29.1353061
330 15.3894269 -208.5162497
331 60.0892097 15.3894269
332 155.3403848 60.0892097
333 -48.8195650 155.3403848
334 -36.1347423 -48.8195650
335 53.4688594 -36.1347423
336 61.1802483 53.4688594
337 -18.0733679 61.1802483
338 194.8231227 -18.0733679
339 -35.7601235 194.8231227
340 -16.8885286 -35.7601235
341 -1.5859749 -16.8885286
342 -20.1614959 -1.5859749
343 1.2680749 -20.1614959
344 118.2882676 1.2680749
345 -110.2419877 118.2882676
346 22.2098849 -110.2419877
347 15.6528717 22.2098849
348 95.2402523 15.6528717
349 -227.2633800 95.2402523
350 107.6886322 -227.2633800
351 -137.2114783 107.6886322
352 76.3080317 -137.2114783
353 56.4991868 76.3080317
354 171.5392611 56.4991868
355 63.2381722 171.5392611
356 -65.7210280 63.2381722
357 43.0017256 -65.7210280
358 -37.5883845 43.0017256
359 -51.3789379 -37.5883845
360 -239.3243750 -51.3789379
361 14.7399522 -239.3243750
362 33.4106319 14.7399522
363 -269.5047558 33.4106319
364 47.5694393 -269.5047558
365 -247.6765656 47.5694393
366 -276.5838164 -247.6765656
367 49.7149350 -276.5838164
368 -70.5167997 49.7149350
369 185.1167040 -70.5167997
370 94.6527514 185.1167040
371 82.9638277 94.6527514
372 126.5027792 82.9638277
373 -16.4475750 126.5027792
374 19.1204460 -16.4475750
375 -21.7251263 19.1204460
376 -274.4197564 -21.7251263
377 -73.1992060 -274.4197564
378 34.7694350 -73.1992060
379 58.1846043 34.7694350
380 -27.1479935 58.1846043
381 -264.2411980 -27.1479935
382 11.8212379 -264.2411980
383 59.4513964 11.8212379
384 111.3688901 59.4513964
385 -143.5263996 111.3688901
386 -263.1333611 -143.5263996
387 40.3143129 -263.1333611
388 103.0181524 40.3143129
389 -26.0391371 103.0181524
390 -30.1713196 -26.0391371
391 -266.3363670 -30.1713196
392 101.2424973 -266.3363670
393 109.6451946 101.2424973
394 -57.5096009 109.6451946
395 165.0023613 -57.5096009
396 74.4576371 165.0023613
397 -9.0508905 74.4576371
398 -42.8001261 -9.0508905
399 8.1834301 -42.8001261
400 -270.2942099 8.1834301
401 9.8105869 -270.2942099
402 101.4778925 9.8105869
403 35.7242435 101.4778925
404 73.4665904 35.7242435
405 14.6087577 73.4665904
406 -247.6121928 14.6087577
407 140.3144147 -247.6121928
408 23.4480960 140.3144147
409 70.6099209 23.4480960
410 121.6458006 70.6099209
411 25.6991450 121.6458006
412 -232.3359920 25.6991450
413 107.6245656 -232.3359920
414 66.3689621 107.6245656
415 68.3871556 66.3689621
416 145.4423553 68.3871556
417 99.2748243 145.4423553
418 -49.6203983 99.2748243
419 -200.2760409 -49.6203983
420 -108.0513827 -200.2760409
421 88.9745076 -108.0513827
422 -82.8529752 88.9745076
423 168.0087363 -82.8529752
424 181.8032068 168.0087363
425 2.3802897 181.8032068
426 -120.9325860 2.3802897
427 53.4265252 -120.9325860
428 -75.4555035 53.4265252
429 -7.3917484 -75.4555035
430 39.1732652 -7.3917484
431 -95.6138795 39.1732652
432 -50.5162147 -95.6138795
433 167.2334404 -50.5162147
434 75.6559866 167.2334404
435 164.1263175 75.6559866
436 -42.6161182 164.1263175
437 -8.5281050 -42.6161182
438 159.6923215 -8.5281050
439 62.7912050 159.6923215
440 54.1200648 62.7912050
441 -271.1668013 54.1200648
442 219.4421037 -271.1668013
443 6.2821518 219.4421037
444 45.7805195 6.2821518
445 6.5247971 45.7805195
446 115.6386358 6.5247971
447 -27.5511323 115.6386358
448 -55.9785742 -27.5511323
449 -15.6944254 -55.9785742
450 -172.8891334 -15.6944254
451 30.0349644 -172.8891334
452 -44.1679735 30.0349644
453 38.4829987 -44.1679735
454 -231.1629179 38.4829987
455 -270.6751321 -231.1629179
456 11.6184738 -270.6751321
457 134.3812298 11.6184738
458 -262.1268210 134.3812298
459 -45.8470370 -262.1268210
460 5.3161042 -45.8470370
461 -238.1879816 5.3161042
462 -43.8996356 -238.1879816
463 80.3567279 -43.8996356
464 -262.2421115 80.3567279
465 -257.6783694 -262.2421115
466 200.7628353 -257.6783694
467 -7.7666457 200.7628353
468 -15.2614854 -7.7666457
469 -13.6098096 -15.2614854
470 10.6184404 -13.6098096
471 181.2126365 10.6184404
472 -79.9420598 181.2126365
473 29.1356129 -79.9420598
474 3.7193412 29.1356129
475 145.7453562 3.7193412
476 110.6871833 145.7453562
477 44.4867694 110.6871833
478 151.9667221 44.4867694
479 0.2851131 151.9667221
480 -138.5846407 0.2851131
481 106.7902044 -138.5846407
482 75.0713842 106.7902044
483 40.8032213 75.0713842
484 -34.2721016 40.8032213
485 10.3247263 -34.2721016
486 -64.8879863 10.3247263
487 148.0936081 -64.8879863
488 89.8973304 148.0936081
489 -15.2980765 89.8973304
490 -65.9079509 -15.2980765
491 -104.5350568 -65.9079509
492 54.0679871 -104.5350568
493 -23.3366107 54.0679871
494 -61.6380744 -23.3366107
495 -48.3467752 -61.6380744
496 143.2666735 -48.3467752
497 -253.3419084 143.2666735
498 72.4898684 -253.3419084
499 91.5581460 72.4898684
> 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/fisher/rcomp/tmp/7ijw91354377780.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/8hg9g1354377780.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/9cgm71354377780.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/fisher/rcomp/tmp/1075av1354377780.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/fisher/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/fisher/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$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/fisher/rcomp/tmp/11xf6z1354377780.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/fisher/rcomp/tmp/12nn701354377780.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/fisher/rcomp/tmp/13ahjl1354377781.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/fisher/rcomp/tmp/14bpsp1354377781.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/fisher/rcomp/tmp/15q3pv1354377781.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/fisher/rcomp/tmp/16se8t1354377781.tab")
+ }
>
> try(system("convert tmp/1z4zi1354377780.ps tmp/1z4zi1354377780.png",intern=TRUE))
character(0)
> try(system("convert tmp/27awt1354377780.ps tmp/27awt1354377780.png",intern=TRUE))
character(0)
> try(system("convert tmp/3gwwp1354377780.ps tmp/3gwwp1354377780.png",intern=TRUE))
character(0)
> try(system("convert tmp/4v16h1354377780.ps tmp/4v16h1354377780.png",intern=TRUE))
character(0)
> try(system("convert tmp/51o9g1354377780.ps tmp/51o9g1354377780.png",intern=TRUE))
character(0)
> try(system("convert tmp/6s8jw1354377780.ps tmp/6s8jw1354377780.png",intern=TRUE))
character(0)
> try(system("convert tmp/7ijw91354377780.ps tmp/7ijw91354377780.png",intern=TRUE))
character(0)
> try(system("convert tmp/8hg9g1354377780.ps tmp/8hg9g1354377780.png",intern=TRUE))
character(0)
> try(system("convert tmp/9cgm71354377780.ps tmp/9cgm71354377780.png",intern=TRUE))
character(0)
> try(system("convert tmp/1075av1354377780.ps tmp/1075av1354377780.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
24.269 1.555 25.849