R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
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> x <- array(list(350
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+ ,0)
+ ,dim=c(10
+ ,431)
+ ,dimnames=list(c('Rank'
+ ,'group'
+ ,'Costs'
+ ,'Trades'
+ ,'Dividends'
+ ,'Wealth'
+ ,'WRank'
+ ,'Profit/Trades'
+ ,'Profit/Cost'
+ ,'CCScore
')
+ ,1:431))
> y <- array(NA,dim=c(10,431),dimnames=list(c('Rank','group','Costs','Trades','Dividends','Wealth','WRank','Profit/Trades','Profit/Cost','CCScore
'),1:431))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> par20 = ''
> par19 = ''
> par18 = ''
> par17 = ''
> par16 = ''
> par15 = ''
> par14 = ''
> par13 = ''
> par12 = ''
> par11 = ''
> par10 = ''
> par9 = ''
> par8 = ''
> par7 = ''
> par6 = ''
> par5 = ''
> par4 = ''
> par3 = 'No Linear Trend'
> par2 = 'Do not include Seasonal Dummies'
> par1 = '10'
> ylab = ''
> xlab = ''
> main = ''
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> library(lattice)
> library(lmtest)
Loading required package: zoo
Attaching package: 'zoo'
The following object(s) are masked from package:base :
as.Date.numeric
> n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
> par1 <- as.numeric(par1)
> x <- t(y)
> k <- length(x[1,])
> n <- length(x[,1])
> x1 <- cbind(x[,par1], x[,1:k!=par1])
> mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
> colnames(x1) <- mycolnames #colnames(x)[par1]
> x <- x1
> if (par3 == 'First Differences'){
+ x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
+ for (i in 1:n-1) {
+ for (j in 1:k) {
+ x2[i,j] <- x[i+1,j] - x[i,j]
+ }
+ }
+ x <- x2
+ }
> if (par2 == 'Include Monthly Dummies'){
+ x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
+ for (i in 1:11){
+ x2[seq(i,n,12),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> if (par2 == 'Include Quarterly Dummies'){
+ x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
+ for (i in 1:3){
+ x2[seq(i,n,4),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> k <- length(x[1,])
> if (par3 == 'Linear Trend'){
+ x <- cbind(x, c(1:n))
+ colnames(x)[k+1] <- 't'
+ }
> x
CCScore\r Rank group Costs Trades Dividends Wealth WRank
1 0 350 1 1595 17 60720 319369 143
2 39 61 0 5565 47 94355 493408 38
3 0 287 0 601 6 60720 319210 144
4 0 268 1 188 11 77655 381180 67
5 305 25 1 7146 105 134028 297978 367
6 -9 418 0 1135 17 62285 290476 384
7 -1 392 1 450 8 59325 292136 380
8 0 131 1 34 8 60630 314353 309
9 0 316 1 133 14 65990 339445 109
10 0 347 1 119 6 59118 303677 354
11 33 68 0 2053 53 100423 397144 60
12 32 70 0 4036 63 100269 424898 53
13 1 147 1 0 0 60720 315380 203
14 1 4655 393 60720 341570 105 360 30
15 1 131 11 61808 308989 338 9908 834
16 1 1766 73 60438 305959 349 1451 60
17 1 312 14 58598 318690 147 8478 381
18 1 448 40 59781 323361 132 3084 275
19 1 115 13 60945 318903 145 9146 1037
20 1 60 10 61124 314049 314 11405 1916
21 35 0 0 60720 315380 180 0 258
22 0 47705 298466 365 2813 271 0 343
23 438493 60720 315380 183 0 398 0 1442
24 378049 49 2021 165 -3 115 0 1389
25 313332 71 19783 128 6 188 1 149
26 319864 318 22666 761 0 379 1 2212
27 430866 142 8562 54 0 48 0 7489
28 315380 50 717 31 70 366 1 0
29 5106 287 0 117 1 402 26 84990
30 2999 330 5 412 0 7419 29 63255
31 0 12 -5 157 1 0 0 60720
32 0 264 1 307 15 58856 331955 116
33 58 54 0 1134 162 146216 527021 34
34 37 64 0 7561 87 82425 364304 86
35 9 113 1 5131 71 86111 292154 379
36 0 148 1 9 6 60835 314987 300
37 -31 425 1 2264 24 55174 272713 394
38 2865 7 1 40949 481 129352 1398893 9
39 0 197 0 4980 91 113521 409642 55
40 14 97 1 272 8 112995 429112 51
41 0 168 1 757 19 45689 382712 66
42 32 69 1 1424 94 131116 374943 77
43 0 127 1 0 0 60720 315380 191
44 1 378 52 71873 297413 369 1873 258
45 1 1061 5 70415 304252 353 20850 98
46 9 0 0 60720 315380 290 0 174
47 25 61938 309596 334 12177 541 0 46
48 11 101792 377305 74 7092 48 74 90
49 282 103345 386212 65 16928 329 20 27
50 40 74996 657954 24 1624 17 247 105
51 17 68696 368186 81 4205 100 11 413
52 64 57320 269753 395 4103 60 -6 26
53 159 63838 585715 30 6027 24 284 16
54 248 151352 1071292 11 5480 133 819 19
55 5 37884 992426 12 3195 21 652 336
56 36 60720 315371 294 23074 367 0 110
57 72 72954 249898 403 1386 26 10 86
58 0 64239 357312 91 2185 28 22 294
59 315380 60720 315380 257 0 322 1 0
60 2198 177 0 94 0 6533 75 126910
61 222 25 16 400 0 2126 138 21001
62 115877 14 -3 150 1 14 1 61016
63 -1243 8041 0 107 0 3192 60 59831
64 38294 -23 10 166 1 47 3 60720
65 787 2432 0 47 0 4891 217 210568
66 13007 35 73 182 0 531 10 71641
67 31096 245 0 245 1 2332 4 72680
68 0 53 0 330 1 0 0 60720
69 1974 10 0 16275 109 47818 1443586 7
70 -129 429 1 9252 48 79510 253537 401
71 28328 2 0 29790 309 81767 4321023 2
72 0 235 1 0 0 60720 315380 204
73 1 2300 29 64873 352108 97 5245 66
74 0 267 32 57640 330059 121 4064 487
75 1 382 21 59365 340968 107 6713 369
76 1 397 28 60646 317736 152 4205 297
77 0 11920 182 31080 209458 419 52 1
78 1 54660 302 126942 1491348 6 4276 24
79 1 5 2 60720 314887 304 57443 24814
80 0 0 0 60720 315380 218 0 219
81 353058 60720 315380 199 0 125 0 2647
82 315380 95 4137 58 1 216 1 0
83 0 201 0 196 0 0 0 60720
84 0 128 1 94 7 60793 314533 308
85 0 223 1 3 2 60698 315354 296
86 0 165 1 454 51 63261 302187 357
87 0 373 1 227 9 76644 336639 110
88 1 324 0 0 0 60720 315380 245
89 1 206 9 53110 296702 372 10745 469
90 1 25830 115 245546 1073089 10 7592 34
91 1 1528 38 60326 146494 426 -1408 -35
92 1 271 2 60720 325249 129 62625 463
93 1 138 6 69817 331420 117 21903 954
94 26 0 0 60720 315380 211 0 226
95 30 61404 314922 302 4420 413 0 276
96 80 62452 320016 141 4001 425 0 383
97 99 41477 280398 390 1005 141 0 93
98 2 63593 452469 43 2550 112 17 302
99 16 58790 301164 360 50582 348 0 385
100 2 62700 317330 154 7333 1511 0 225
101 0 60805 315576 169 57788 5924 0 275
102 -7170 60720 315380 284 0 431 1 18073
103 322331 429 -1151 -11 -366 220 1 1866
104 1629616 135 4218 66 0 6 0 42634
105 292754 5 9164 34 2964 290 1 249
106 318056 378 1496 373 0 129 1 422
107 355178 150 4216 280 0 65 1 2675
108 204325 93 1964 58 36 416 1 965
109 315380 421 1442 4 -8 299 1 0
110 7315 224 0 407 1 621 16 68005
111 0 188 -5 252 0 0 0 60720
112 0 257 1 365 8 54820 309560 335
113 38 63 0 3122 34 94670 414462 54
114 601 21 0 12988 119 82340 857217 16
115 132 38 0 5336 81 112477 697458 22
116 66 51 0 3160 108 108094 530670 33
117 0 386 1 2489 40 67804 238125 408
118 0 325 1 0 0 60720 315380 273
119 1 6984 45 80570 741409 19 12031 78
120 1 2001 52 95551 393343 62 3718 97
121 0 15236 90 77440 372631 78 1918 11
122 60 0 0 60720 315380 239 0 382
123 0 73433 317291 155 1955 221 0 369
124 306275 60720 315380 292 0 428 1 35624
125 317892 347 477 3 -70 100 0 1383
126 334280 151 10717 85 13 122 1 875
127 315380 112 9591 153 3 198 0 0
128 0 259 0 289 0 0 0 60720
129 1 307 0 0 0 60720 315380 222
130 0 72 3 60398 314210 312 38070 1591
131 0 265 31 60720 306948 346 3450 404
132 64175 0 60720 315380 186 0 277 1
133 60720 320398 140 3648 359 0 298 0
134 269 315380 230 0 356 1 0 0
135 67 0 43 1 4525 226 93811 501749
136 1 101 71 0 3045 58 27330 202055
137 212 31 133 1 0 0 60720 315380
138 638 1 0 0 60720 315380 206 0
139 0 14 60370 333210 114 9515 209 0
140 60436 0 60720 315380 283 0 378 1
141 55637 322340 134 11122 201 0 132 1
142 67440 369448 80 2690 109 0 279 0
143 60720 291841 381 785 69 0 376 1
144 282 315380 280 0 267 0 0 0
145 159 0 403 1 611 8 59190 296919
146 388 -4 303 1 0 0 60720 315380
147 420 1 923 8 58620 309038 337 13630
148 114 1 661 3 65920 246541 405 15514
149 305 0 2397 14 74020 289513 385 6394
150 346 1 366 53 61808 344425 101 2725
151 135 1 0 0 60720 315380 181 0
152 1659 2 62065 314210 311 57105 847 0
153 316 29 107577 480382 40 9668 169 2
154 0 9 60505 315009 299 12779 364 0
155 56535 0 60720 315380 197 0 146 1
156 64107 312878 322 10262 365 0 314 0
157 60720 322031 137 15254 2500 0 241 1
158 29 315380 200 0 34 0 4519 49
159 267 8118 88 163 384 1 0 0
160 138 0 120 1 837 69 61262 315688
161 35 4 72 1 5119 49 39039 378525
162 88 31 79 1 1280 117 69465 312378
163 79 26 99 1 2564 22 130140 403560
164 152 13 108 0 2045 20 97890 510834
165 6 10 119 0 2234 16 77200 214215
166 36 5 102 1 975 23 90534 235133
167 126 13 209 0 1136 32 48522 343613
168 366 0 293 1 453 21 81125 365959
169 227 0 211 1 0 0 60720 315380
170 234 1 61 14 60720 314551 307 8182
171 247 1 368 17 61686 303230 355 6072
172 4901 0 0 0 60720 315380 233 0
173 540 84 121920 469107 41 3204 55 67
174 0 14 103960 354228 94 11016 286 22
175 60720 0 60720 315380 253 0 160 1
176 286 315380 213 0 271 0 0 0
177 63057 0 306 1 2 9 60735 315394
178 3146 0 172 1 36 4 61564 312412
179 172 0 402 1 776 9 64230 333505
180 0 -4 4 1 84738 588 -26007 223193
181 315 4145 156 1 0 0 60720 315380
182 399 1 3 4 60761 315656 167 28914
183 381 1 529 9 63870 296261 374 10696
184 405 1 0 0 60720 315380 264 0
185 972 7 60845 336425 111 19489 337 0
186 0 34 71642 359335 87 4686 164 0
187 106611 0 60720 315380 232 0 89 1
188 48022 308636 339 1697 52 20 112 0
189 60720 158492 425 -883 -12 9 201 0
190 182 315380 243 0 344 1 0 0
191 23 0 22 0 22330 84 79801 711969
192 269 446 291 0 0 0 60720 315380
193 483 0 0 0 60720 315380 221 0
194 0 27 60830 306268 348 3936 220 0
195 88590 0 60720 315380 279 0 118 1
196 82903 442882 47 11566 108 5 92 0
197 60720 378509 70 4354 61 18 300 1
198 99 315380 223 0 312 1 365 83
199 310 1766 402 0 183 1 2461 57
200 17 2005 46 0 18 0 21950 519
201 416 1266 30 745 126 0 3294 23
202 295 748 5 1 193 1 141 6
203 342 19228 819 0 390 1 572 16
204 21 6746 189 -1 23 1 13326 102
205 423 4925 38 436 50 1 2284 33
206 160 -167 -2 66 206 0 10 2
207 207 58077 11639 0 162 1 0 0
208 92 0 98 0 1414 198 70184 330546
209 98 13 75 1 1975 35 118881 394510
210 2613 30 134 1 43 3 60887 312846
211 337 0 180 1 0 0 60720 315380
212 341 1 844 78 60925 296139 375 1233
213 154 1 304 15 62969 295580 376 6372
214 36 1 458 11 58625 297765 368 8888
215 192 1 18562 155 102313 377934 72 1148
216 7123 1 0 0 60720 315380 179 0
217 622 109 288170 638830 28 4026 62 769
218 174 73 73007 304376 352 1430 168 0
219 2220 1 64820 307424 344 107424 618 0
220 121 22 301670 644190 26 20190 200 154
221 11819 24 56178 295370 377 3974 788 0
222 0 85 106113 574339 31 4404 32 199
223 60798 0 60720 315380 235 0 274 1
224 70694 310201 332 9183 883 0 406 1
225 56364 327007 124 9770 107 -5 116 1
226 60720 343466 104 3679 95 6 320 1
227 248 315380 274 0 367 1 0 0
228 3912 0 288 1 30 4 62045 318098
229 75 0 414 0 3310 33 75230 448243
230 227 -6 74 1 554 11 79285 325738
231 224 30 250 0 0 0 60720 315380
232 397 1 468 21 60720 312161 328 5341
233 417 1 4917 42 52811 243650 406 1039
234 323 1 3256 66 35250 407159 57 3139
235 125 1 0 0 60720 315380 185 0
236 0 13 59734 317698 153 9054 944 0
237 60722 0 60720 315380 195 0 326 1
238 60720 312502 324 56251 5154 0 261 0
239 133 315380 262 0 357 1 514 52
240 226 2353 238 0 313 0 0 0
241 272 0 360 1 0 0 60720 315380
242 0 0 0 0 60720 315380 285 0
243 60720 0 60720 315380 276 0 355 1
244 268 315380 272 0 362 1 0 0
245 43 0 37 1 10327 91 88577 640273
246 11 135 42 1 13718 61 96448 345783
247 121 104 57 1 3748 9 50350 652925
248 17 53 30 1 14416 361 49857 439798
249 52 220 404 0 1526 25 69351 278990
250 210 -4 80 0 666 171 117869 339836
251 14 25 422 1 2844 67 72683 240897
252 318 -15 297 1 0 0 60720 315380
253 175 1 368 17 61167 297141 370 5714
254 333 1 0 0 60720 315380 205 0
255 26 13 70811 331323 118 10102 394 0
256 0 1 60896 313880 315 113880 4328 0
257 60720 0 60720 315380 237 0 167 1
258 336 315380 193 0 411 1 1303 61
259 297 1794 84 -5 155 1 20 3
260 58 38415 5674 0 56 1 2384 97
261 361 2123 86 54 204 0 203 27
262 159 3739 498 0 178 0 71 1
263 356 116176 1646 0 295 1 53 14
264 389 7315 1932 0 396 1 562 13
265 398 6430 149 -3 393 1 622 7
266 329 9039 102 -2 135 1 645 5
267 340 22415 174 0 364 0 1763 24
268 209 4514 61 0 179 1 0 0
269 311 0 231 1 317 9 63915 298700
270 84213 0 319 1 1 6 60719 315372
271 431 0 191 1 275 4 59500 318745
272 111 0 321 1 0 0 60720 315380
273 29 1 936 30 67939 408881 56 6963
274 423 1 8568 37 32168 786690 18 15856
275 202 0 11528 70 -14545 -83265 431 -4047
276 738 0 0 0 60720 315380 250 0
277 0 10 60720 321376 139 12138 164 0
278 64270 0 60720 315380 281 0 405 1
279 60951 276898 392 10985 130 -4 176 1
280 60743 315547 171 11555 921 0 236 1
281 60720 315487 172 115487 52257 0 142 1
282 8 315380 220 0 13 0 18014 239
283 256 5043 67 943 281 0 0 0
284 9 0 328 0 0 0 60720 315380
285 207 0 37704 452 60448 983660 14 1734
286 73 0 63 4 65688 318574 148 29643
287 242 1 1431 34 106885 310768 330 3258
288 229 1 94 3 61360 312887 321 37629
289 317 1 192 4 65276 312339 327 28085
290 44 1 32 1 59988 314964 301 114964
291 349 1 6869 105 117520 379983 68 1714
292 0 1 0 0 60720 315380 176 0
293 60722 0 60720 315380 188 0 361 1
294 60720 315398 173 28849 172235 0 203 0
295 400 315380 247 0 255 1 2328 94
296 157 570 23 0 308 0 209 13
297 166 8973 558 0 195 1 28 2
298 331 57844 4148 0 280 1 176 28
299 424 3952 629 0 415 1 1920 15
300 3 -2306 -18 -6 3 0 87550 458
301 383 8541 45 17936 151 1 520 10
302 231 9165 176 0 304 0 0 0
303 53 0 421 1 1013 2 69770 253468
304 7687 -14 217 1 15 8 60831 315688
305 214 0 353 1 587 12 59595 325699
306 46 0 58 1 5371 66 87720 446211
307 77 49 359 1 0 0 60720 315380
308 228 1 1012 47 114768 368078 82 3576
309 876 1 0 0 60720 315380 215 0
310 162556 59 138971 352850 96 2591 174 24
311 43556 1081 213118 6282154 1 5626 37 56289
312 3425 247 32648 227132 414 110 1 929
313 810 12 83620 283910 388 6993 25 -3
314 0 43 74015 236761 409 855 45 26
315 60720 0 60720 315380 184 0 311 0
316 32 315380 244 0 39 0 2365 79
317 343 4438 148 120 101 0 1261 33
318 238 3258 85 13 256 1 0 0
319 98 0 123 1 1585 107 93099 355864
320 10 2 24 1 16189 295 116384 358589
321 273 379 284 1 0 0 60720 315380
322 10579 0 0 0 60720 315380 265 0
323 474 92 110309 375195 76 1904 17 4
324 0 20 61977 288985 386 4449 188 0
325 90262 0 60720 315380 178 0 87 1
326 60720 458343 42 3004 71 22 170 1
327 397 315380 192 0 200 0 472 20
328 298 3479 148 0 158 1 98 2
329 428 57618 1179 0 427 1 3999 30
330 216 -5242 -39 -58 233 1 0 0
331 174 0 345 1 621 48 60720 308256
332 173 0 375 1 0 0 60720 315380
333 30 1 0 0 60720 315380 189 0
334 0 4 60798 313164 320 28291 3808 0
335 71561 0 60720 315380 291 0 106 1
336 60720 269661 396 3029 93 10 208 0
337 255 315380 228 0 282 1 0 0
338 240 0 249 0 0 0 60720 315380
339 4150 1 0 0 60720 315380 194 0
340 4658 150 134759 518365 35 2122 77 66
341 814 158 156608 233773 411 214 7 58
342 1002 18 39625 301881 358 5660 125 23
343 496 15 56750 298568 364 6571 98 0
344 389 17 87390 325479 128 7381 253 0
345 12679 14 58990 325506 127 8965 322 0
346 400 110 48020 984885 13 7135 62 1871
347 53 152 60720 313267 319 745 283 0
348 0 6 60349 315793 163 19299 2197 0
349 67038 0 60720 315380 278 0 426 0
350 113761 215362 417 158 3 -31 104 1
351 58320 314073 313 6337 198 12 409 1
352 62841 298096 366 8918 224 -5 292 1
353 79804 325176 130 5216 759 0 40 1
354 62555 207393 420 51 2 119 185 0
355 99489 314806 306 22961 4974 0 59 1
356 90131 341340 106 1321 110 49 82 0
357 95350 426280 52 3017 48 24 15 0
358 64245 929118 15 1444 29 822 253 1
359 60720 307322 345 53661 642 0 342 1
360 64 315380 187 0 45 1 4628 62
361 382 3024 41 85 189 1 226 5
362 404 18357 406 0 76 0 1765 20
363 122 2353 27 28 145 1 460 15
364 162 8652 282 0 144 1 36 3
365 350 38611 3215 0 408 1 989 11
366 75 9505 106 -5 96 0 3055 43
367 288 4108 58 14 265 0 0 0
368 246 0 161 1 0 0 60720 315380
369 0 0 0 0 60720 315380 236 0
370 60720 0 60720 315380 202 0 230 1
371 90 315380 214 0 66 1 13253 947
372 168 167 12 35 244 1 24 8
373 208 14455 4772 0 153 1 0 0
374 222 0 199 0 0 0 60720 315380
375 0 1 0 0 60720 315380 198 0
376 59661 0 60720 315380 289 0 387 1
377 102725 327071 123 21179 969 0 85 1
378 108479 377516 73 11834 346 23 103 1
379 87419 299243 362 1241 29 12 60 0
380 54683 387699 63 1858 20 44 309 1
381 122844 309836 333 4993 286 0 20 1
382 62710 444477 46 655 14 643 391 1
383 60720 322327 136 12233 308 -1 139 1
384 60720 314913 303 22983 128 0 370 1
385 87161 315553 170 5503 531 0 31 0
386 101481 688779 23 17456 145 217 109 1
387 128294 321896 138 1998 21 10 41 1
388 62620 301607 359 119 12 108 215 1
389 60720 304485 351 14926 196 0 332 1
390 227 315380 275 0 310 0 0 0
391 44 0 410 1 726 3 69980 231861
392 107 -5 81 1 1380 26 60982 347385
393 647 25 365 1 180 11 59635 316386
394 40 0 53 0 7285 115 188873 491303
395 70 59 67 1 880 74 80791 261216
396 117743 34 335 1 1 2 60727 315388
397 334 0 380 1 0 0 60720 315380
398 95 1 96 5 60379 313729 316 22746
399 8 1 1889 45 37527 358649 88 3526
400 221 0 45187 353 234817 1926517 4 4891
401 419 1 288 4 60510 296656 373 24164
402 424 1 1270 26 69206 275311 393 2897
403 327 1 6526 26 55830 -42143 430 -9313
404 226 0 0 0 60720 315380 252 0
405 694 12 72835 343929 102 11994 636 0
406 0 8 68060 367655 83 20957 241 -2
407 56726 0 60720 315380 241 0 283 1
408 60720 313491 317 1576 455 0 350 1
409 94355 319369 143 7022 75 0 61 0
410 60720 493408 38 6243 53 39 287 0
411 77655 319210 144 19868 198 0 268 1
412 134028 381180 67 16471 964 0 25 1
413 62285 297978 367 933 14 305 418 0
414 59325 290476 384 5322 80 -9 392 1
415 60630 292136 380 11517 205 -1 131 1
416 65990 314353 309 14294 3340 0 316 1
417 59118 339445 109 9960 1052 0 347 1
418 100423 303677 354 17280 872 0 68 0
419 100269 397144 60 3720 96 33 70 0
420 60720 424898 53 3570 56 32 147 1
421 105 315380 203 0 169 1 4655 393
422 338 360 30 0 248 1 131 11
423 349 9908 834 0 152 1 1766 73
424 147 1451 60 0 351 1 312 14
425 132 8478 381 0 372 1 448 40
426 145 3084 275 0 137 1 115 13
427 314 9146 1037 0 352 1 60 10
428 180 11405 1916 0 338 1 0 0
429 271 0 258 1 364 35 47705 298466
430 398 0 343 1 0 0 60720 315380
431 115 0 1442 118 121173 438493 49 2021
Profit/Trades Profit/Cost
1 7022 75
2 6243 53
3 19868 198
4 16471 964
5 933 14
6 5322 80
7 11517 205
8 14294 3340
9 9960 1052
10 17280 872
11 3720 96
12 3570 56
13 0 169
14 0 248
15 0 152
16 0 351
17 0 372
18 0 137
19 0 352
20 0 338
21 1 364
22 1 0
23 118 121173
24 9 57530
25 5 62041
26 14 60720
27 322 136996
28 0 60720
29 332743 115
30 286963 387
31 315380 219
32 8797 430
33 2019 288
34 1889 22
35 1298 18
36 19165 12458
37 3030 32
38 2493 29
39 2304 42
40 28639 844
41 9616 242
42 1861 123
43 0 184
44 0 401
45 -4 371
46 1 203
47 0 3689
48 1 567
49 0 27664
50 1 1686
51 0 1164
52 1 15824
53 1 6575
54 0 37597
55 1 314
56 0 1932
57 0 5692
58 1 0
59 0 60720
60 364839 85
61 230621 413
62 315877 161
63 125390 427
64 314882 305
65 370837 79
66 330068 120
67 324385 131
68 315380 277
69 11409 76
70 1115 6
71 13337 138
72 0 187
73 0 213
74 0 296
75 0 218
76 0 28
77 238 5
78 3040 138
79 0 163
80 1 0
81 37 62920
82 0 60720
83 315380 263
84 16362 1212
85 57677 36505
86 2004 225
87 15182 603
88 0 251
89 0 11
90 1910 62
91 38 149
92 0 270
93 0 171
94 1 278
95 1 282
96 1 571
97 1 2253
98 1 290
99 1 78
100 1 20
101 1 0
102 180 27284
103 29 56225
104 156 157214
105 62 54323
106 28 57935
107 79 59017
108 3 73490
109 0 60720
110 317046 156
111 315380 240
112 13695 300
113 6308 69
114 5523 51
115 6141 93
116 3062 105
117 953 15
118 0 33
119 195 91
120 19 430
121 -158 259
122 1 530
123 1 0
124 223 157278
125 11 73221
126 14 67000
127 0 60720
128 315380 254
129 0 389
130 0 210
131 194 1
132 335 33
133 0 0
134 60720 315380
135 37 1335
136 422 35
137 196 0
138 186 0
139 262 0
140 607 11
141 1558 63
142 1324 117
143 0 0
144 60720 315380
145 371 12115
146 225 0
147 118 0
148 70 -12
149 37 6
150 394 0
151 354 1
152 124 0
153 136 1
154 130 1
155 309 11
156 49 8
157 0 0
158 102129 597793
159 60720 315380
160 165 1677
161 69 3643
162 326 960
163 59 9253
164 36 15542
165 418 888
166 410 1528
167 103 4488
168 84 7903
169 210 0
170 1874 0
171 281 0
172 49 1
173 88 1
174 329 1
175 0 0
176 60720 315380
177 174 12822
178 325 28103
179 113 14834
180 415 39
181 217 0
182 37920 0
183 182 -3
184 159 1
185 181 1
186 278 1
187 2099 64
188 3437 47
189 0 0
190 60720 315380
191 20 6095
192 258 0
193 164 1
194 358 1
195 2239 21
196 2949 41
197 0 0
198 87192 346611
199 55792 314289
200 114337 856956
201 75832 217193
202 61630 315366
203 58580 307930
204 165548 702380
205 76403 194493
206 61656 316155
207 60720 315380
208 119 659
209 61 5557
210 323 37615
211 190 0
212 114 0
213 314 0
214 213 0
215 10 143
216 17 1
217 254 1
218 374 1
219 35 1
220 377 1
221 32 0
222 260 1
223 125 12
224 1182 13
225 1503 39
226 0 0
227 60720 315380
228 149 29525
229 44 7523
230 125 11431
231 234 0
232 239 0
233 9 -3
234 64 -8
235 340 1
236 239 1
237 22 2
238 0 0
239 78780 322378
240 60720 315380
241 270 0
242 333 1
243 0 0
244 60720 315380
245 27 4838
246 100 2390
247 25 50325
248 48 664
249 391 3160
250 108 818
251 407 610
252 229 0
253 264 0
254 285 1
255 339 1
256 243 1
257 0 0
258 69863 309422
259 60938 315245
260 61348 405972
261 50804 300962
262 60745 316176
263 59506 302409
264 58456 283587
265 60950 263276
266 60720 312075
267 61600 308336
268 60720 315380
269 363 10967
270 293 19229
271 146 29686
272 246 0
273 223 9
274 68 223
275 -25 -25
276 232 1
277 266 1
278 592 7
279 126 10
280 2 1
281 0 0
282 -1710 1405225
283 60720 315380
284 249 0
285 21 2167
286 1891 0
287 77 30
288 1200 0
289 586 0
290 3603 0
291 26 90
292 140 1
293 1 4
294 0 0
295 82732 253588
296 64016 316647
297 60890 315688
298 68136 310670
299 79420 165404
300 153198 4111912
301 58650 291650
302 60720 315380
303 402 26734
304 164 14461
305 126 10475
306 45 3730
307 251 0
308 166 26
309 83 1
310 1 0
311 14 1
312 395 0
313 78 1
314 190 1
315 0 0
316 191778 550608
317 76114 307528
318 60720 315380
319 92 1457
320 89 538
321 242 0
322 121 1
323 214 1
324 348 1
325 3642 86
326 0 0
327 80045 269587
328 61490 315236
329 51252 42754
330 60720 315380
331 341 2255
332 266 0
333 301 0
334 368 1
335 746 23
336 0 0
337 60720 315380
338 260 0
339 52 0
340 55 0
341 84 1
342 143 1
343 205 0
344 141 1
345 12 1
346 177 1
347 238 1
348 331 1
349 5109 97
350 576 18
351 438 11
352 165 24
353 4069 145
354 23 5
355 1285 107
356 4677 75
357 24811 505
358 167 2
359 0 0
360 69159 387475
361 65745 291787
362 77623 247060
363 63346 329784
364 60894 315834
365 58930 304555
366 60247 376641
367 60720 315380
368 212 0
369 237 1
370 0 0
371 90829 357760
372 59818 315637
373 60720 315380
374 261 0
375 363 1
376 131 6
377 514 15
378 3366 80
379 9327 101
380 384 22
381 17821 373
382 397 10
383 897 5
384 218 21
385 3369 28
386 5702 61
387 8636 855
388 534 7
389 0 0
390 60720 315380
391 412 10620
392 98 5669
393 158 10581
394 39 2533
395 399 827
396 175 57694
397 271 0
398 1188 0
399 84 14
400 38 2854
401 335 0
402 59 -10
403 -37 -28
404 263 1
405 394 1
406 286 1
407 249 72
408 1595 17
409 5565 47
410 601 6
411 188 11
412 7146 105
413 1135 17
414 450 8
415 34 8
416 133 14
417 119 6
418 2053 53
419 4036 63
420 0 0
421 60720 341570
422 61808 308989
423 60438 305959
424 58598 318690
425 59781 323361
426 60945 318903
427 61124 314049
428 60720 315380
429 365 2813
430 183 0
431 165 -3
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) Rank group Costs
6.002e+04 8.094e-03 -4.399e-02 -1.298e-02
Trades Dividends Wealth WRank
-1.080e-01 -1.013e-01 -3.407e-02 -1.288e-01
`Profit/Trades` `Profit/Cost`
-2.211e-01 -1.892e-02
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-69824 -40287 -21000 -1048 1578282
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 6.002e+04 9.178e+03 6.540 1.79e-10 ***
Rank 8.094e-03 4.095e-02 0.198 0.84339
group -4.399e-02 4.766e-02 -0.923 0.35657
Costs -1.298e-02 1.573e-02 -0.825 0.40973
Trades -1.080e-01 4.264e-02 -2.533 0.01166 *
Dividends -1.013e-01 3.609e-02 -2.806 0.00525 **
Wealth -3.407e-02 2.027e-02 -1.681 0.09346 .
WRank -1.288e-01 4.271e-02 -3.015 0.00273 **
`Profit/Trades` -2.211e-01 8.480e-02 -2.607 0.00945 **
`Profit/Cost` -1.892e-02 2.171e-02 -0.871 0.38399
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 103300 on 421 degrees of freedom
Multiple R-squared: 0.06127, Adjusted R-squared: 0.04121
F-statistic: 3.053 on 9 and 421 DF, p-value: 0.001486
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 3.315981e-12 6.631962e-12 1.000000e+00
[2,] 1.838217e-15 3.676433e-15 1.000000e+00
[3,] 1.886238e-18 3.772477e-18 1.000000e+00
[4,] 3.931924e-22 7.863848e-22 1.000000e+00
[5,] 3.996943e-25 7.993885e-25 1.000000e+00
[6,] 9.288183e-29 1.857637e-28 1.000000e+00
[7,] 2.568138e-32 5.136275e-32 1.000000e+00
[8,] 6.263582e-36 1.252716e-35 1.000000e+00
[9,] 1.402571e-39 2.805142e-39 1.000000e+00
[10,] 1.074412e-42 2.148823e-42 1.000000e+00
[11,] 3.329469e-19 6.658937e-19 1.000000e+00
[12,] 2.819928e-09 5.639857e-09 1.000000e+00
[13,] 8.808239e-09 1.761648e-08 1.000000e+00
[14,] 2.600855e-09 5.201709e-09 1.000000e+00
[15,] 4.582505e-08 9.165010e-08 1.000000e+00
[16,] 3.559604e-08 7.119209e-08 1.000000e+00
[17,] 4.677024e-07 9.354048e-07 9.999995e-01
[18,] 2.340538e-07 4.681076e-07 9.999998e-01
[19,] 7.414042e-08 1.482808e-07 9.999999e-01
[20,] 2.417730e-08 4.835460e-08 1.000000e+00
[21,] 1.120352e-07 2.240703e-07 9.999999e-01
[22,] 3.916224e-08 7.832448e-08 1.000000e+00
[23,] 1.797756e-08 3.595512e-08 1.000000e+00
[24,] 1.346892e-08 2.693784e-08 1.000000e+00
[25,] 6.266699e-09 1.253340e-08 1.000000e+00
[26,] 8.417751e-09 1.683550e-08 1.000000e+00
[27,] 2.986874e-09 5.973748e-09 1.000000e+00
[28,] 1.536508e-09 3.073016e-09 1.000000e+00
[29,] 5.265065e-10 1.053013e-09 1.000000e+00
[30,] 2.070278e-10 4.140556e-10 1.000000e+00
[31,] 6.976151e-11 1.395230e-10 1.000000e+00
[32,] 8.137766e-11 1.627553e-10 1.000000e+00
[33,] 3.508641e-11 7.017281e-11 1.000000e+00
[34,] 1.162761e-11 2.325521e-11 1.000000e+00
[35,] 3.823849e-12 7.647697e-12 1.000000e+00
[36,] 1.413595e-12 2.827191e-12 1.000000e+00
[37,] 1.774920e-12 3.549841e-12 1.000000e+00
[38,] 5.803650e-13 1.160730e-12 1.000000e+00
[39,] 1.883585e-13 3.767169e-13 1.000000e+00
[40,] 2.191561e-13 4.383122e-13 1.000000e+00
[41,] 8.022748e-14 1.604550e-13 1.000000e+00
[42,] 2.973266e-14 5.946532e-14 1.000000e+00
[43,] 9.562899e-15 1.912580e-14 1.000000e+00
[44,] 3.227526e-15 6.455051e-15 1.000000e+00
[45,] 1.035481e-15 2.070961e-15 1.000000e+00
[46,] 3.373050e-16 6.746100e-16 1.000000e+00
[47,] 1.214614e-14 2.429227e-14 1.000000e+00
[48,] 4.522923e-15 9.045846e-15 1.000000e+00
[49,] 1.584802e-15 3.169603e-15 1.000000e+00
[50,] 2.673733e-14 5.347466e-14 1.000000e+00
[51,] 1.273826e-14 2.547651e-14 1.000000e+00
[52,] 4.865133e-15 9.730266e-15 1.000000e+00
[53,] 2.061610e-15 4.123220e-15 1.000000e+00
[54,] 7.611461e-16 1.522292e-15 1.000000e+00
[55,] 2.906335e-16 5.812670e-16 1.000000e+00
[56,] 1.277609e-16 2.555219e-16 1.000000e+00
[57,] 5.624898e-17 1.124980e-16 1.000000e+00
[58,] 2.261135e-17 4.522270e-17 1.000000e+00
[59,] 2.459134e-17 4.918268e-17 1.000000e+00
[60,] 9.022847e-18 1.804569e-17 1.000000e+00
[61,] 3.200309e-18 6.400617e-18 1.000000e+00
[62,] 1.099609e-18 2.199217e-18 1.000000e+00
[63,] 3.774806e-19 7.549612e-19 1.000000e+00
[64,] 1.259363e-19 2.518726e-19 1.000000e+00
[65,] 4.194010e-20 8.388020e-20 1.000000e+00
[66,] 9.420983e-20 1.884197e-19 1.000000e+00
[67,] 3.144649e-20 6.289299e-20 1.000000e+00
[68,] 1.049495e-20 2.098989e-20 1.000000e+00
[69,] 1.644710e-18 3.289419e-18 1.000000e+00
[70,] 1.748506e-18 3.497012e-18 1.000000e+00
[71,] 7.881604e-19 1.576321e-18 1.000000e+00
[72,] 3.139831e-19 6.279662e-19 1.000000e+00
[73,] 6.991183e-17 1.398237e-16 1.000000e+00
[74,] 2.838995e-17 5.677990e-17 1.000000e+00
[75,] 1.116764e-17 2.233527e-17 1.000000e+00
[76,] 4.508142e-18 9.016284e-18 1.000000e+00
[77,] 1.788354e-18 3.576708e-18 1.000000e+00
[78,] 2.434505e-18 4.869009e-18 1.000000e+00
[79,] 9.798040e-19 1.959608e-18 1.000000e+00
[80,] 3.918616e-19 7.837233e-19 1.000000e+00
[81,] 1.529137e-19 3.058274e-19 1.000000e+00
[82,] 6.000621e-20 1.200124e-19 1.000000e+00
[83,] 2.386344e-20 4.772688e-20 1.000000e+00
[84,] 9.347271e-21 1.869454e-20 1.000000e+00
[85,] 3.518313e-21 7.036627e-21 1.000000e+00
[86,] 1.404198e-21 2.808396e-21 1.000000e+00
[87,] 5.333938e-22 1.066788e-21 1.000000e+00
[88,] 2.056359e-22 4.112718e-22 1.000000e+00
[89,] 7.844992e-23 1.568998e-22 1.000000e+00
[90,] 4.772385e-22 9.544770e-22 1.000000e+00
[91,] 1.870210e-21 3.740421e-21 1.000000e+00
[92,] 1.000000e+00 2.423132e-13 1.211566e-13
[93,] 1.000000e+00 8.000754e-15 4.000377e-15
[94,] 1.000000e+00 4.678788e-17 2.339394e-17
[95,] 1.000000e+00 7.759251e-21 3.879626e-21
[96,] 1.000000e+00 9.802799e-24 4.901400e-24
[97,] 1.000000e+00 3.943937e-28 1.971969e-28
[98,] 1.000000e+00 4.470860e-28 2.235430e-28
[99,] 1.000000e+00 3.734466e-28 1.867233e-28
[100,] 1.000000e+00 8.361844e-28 4.180922e-28
[101,] 1.000000e+00 1.863083e-27 9.315415e-28
[102,] 1.000000e+00 3.970594e-27 1.985297e-27
[103,] 1.000000e+00 8.231260e-27 4.115630e-27
[104,] 1.000000e+00 1.703613e-26 8.518063e-27
[105,] 1.000000e+00 3.728014e-26 1.864007e-26
[106,] 1.000000e+00 8.121383e-26 4.060691e-26
[107,] 1.000000e+00 1.479668e-25 7.398338e-26
[108,] 1.000000e+00 3.134139e-25 1.567069e-25
[109,] 1.000000e+00 6.572327e-25 3.286163e-25
[110,] 1.000000e+00 1.382758e-24 6.913789e-25
[111,] 1.000000e+00 9.263832e-25 4.631916e-25
[112,] 1.000000e+00 1.424736e-38 7.123678e-39
[113,] 1.000000e+00 1.481674e-46 7.408372e-47
[114,] 1.000000e+00 1.578519e-59 7.892596e-60
[115,] 1.000000e+00 9.061812e-78 4.530906e-78
[116,] 1.000000e+00 5.868714e-80 2.934357e-80
[117,] 1.000000e+00 2.269263e-79 1.134632e-79
[118,] 1.000000e+00 7.908528e-79 3.954264e-79
[119,] 1.000000e+00 2.406353e-78 1.203176e-78
[120,] 1.000000e+00 1.695212e-78 8.476062e-79
[121,] 1.000000e+00 6.643561e-79 3.321780e-79
[122,] 1.000000e+00 6.494594e-105 3.247297e-105
[123,] 1.000000e+00 4.038238e-107 2.019119e-107
[124,] 1.000000e+00 1.097650e-106 5.488252e-107
[125,] 1.000000e+00 4.190755e-106 2.095378e-106
[126,] 1.000000e+00 2.091701e-106 1.045851e-106
[127,] 1.000000e+00 6.674694e-106 3.337347e-106
[128,] 1.000000e+00 1.195148e-105 5.975741e-106
[129,] 1.000000e+00 8.206565e-109 4.103283e-109
[130,] 1.000000e+00 2.911104e-110 1.455552e-110
[131,] 1.000000e+00 3.568408e-110 1.784204e-110
[132,] 1.000000e+00 5.528180e-117 2.764090e-117
[133,] 1.000000e+00 1.981787e-116 9.908934e-117
[134,] 1.000000e+00 9.509512e-116 4.754756e-116
[135,] 1.000000e+00 1.407899e-115 7.039493e-116
[136,] 1.000000e+00 5.385378e-115 2.692689e-115
[137,] 1.000000e+00 1.885173e-114 9.425864e-115
[138,] 1.000000e+00 5.907076e-114 2.953538e-114
[139,] 1.000000e+00 2.419498e-113 1.209749e-113
[140,] 1.000000e+00 9.235663e-113 4.617832e-113
[141,] 1.000000e+00 3.291313e-112 1.645656e-112
[142,] 1.000000e+00 1.091492e-111 5.457462e-112
[143,] 1.000000e+00 2.896456e-111 1.448228e-111
[144,] 1.000000e+00 2.748161e-111 1.374080e-111
[145,] 1.000000e+00 4.146433e-111 2.073216e-111
[146,] 1.000000e+00 1.112474e-118 5.562368e-119
[147,] 1.000000e+00 3.769695e-120 1.884848e-120
[148,] 1.000000e+00 1.900260e-119 9.501301e-120
[149,] 1.000000e+00 1.049001e-118 5.245004e-119
[150,] 1.000000e+00 5.555063e-118 2.777532e-118
[151,] 1.000000e+00 3.255175e-117 1.627587e-117
[152,] 1.000000e+00 1.914690e-116 9.573448e-117
[153,] 1.000000e+00 8.716401e-116 4.358200e-116
[154,] 1.000000e+00 4.184182e-115 2.092091e-115
[155,] 1.000000e+00 2.271830e-114 1.135915e-114
[156,] 1.000000e+00 1.278765e-113 6.393823e-114
[157,] 1.000000e+00 6.791273e-113 3.395637e-113
[158,] 1.000000e+00 2.963744e-112 1.481872e-112
[159,] 1.000000e+00 1.380898e-111 6.904490e-112
[160,] 1.000000e+00 6.647754e-111 3.323877e-111
[161,] 1.000000e+00 2.488656e-110 1.244328e-110
[162,] 1.000000e+00 9.008918e-110 4.504459e-110
[163,] 1.000000e+00 2.162044e-109 1.081022e-109
[164,] 1.000000e+00 2.279207e-109 1.139603e-109
[165,] 1.000000e+00 1.476462e-109 7.382312e-110
[166,] 1.000000e+00 7.637701e-109 3.818851e-109
[167,] 1.000000e+00 4.034567e-108 2.017284e-108
[168,] 1.000000e+00 2.101744e-107 1.050872e-107
[169,] 1.000000e+00 1.101557e-106 5.507784e-107
[170,] 1.000000e+00 4.805016e-106 2.402508e-106
[171,] 1.000000e+00 2.363316e-105 1.181658e-105
[172,] 1.000000e+00 1.136833e-104 5.684164e-105
[173,] 1.000000e+00 3.987541e-104 1.993770e-104
[174,] 1.000000e+00 1.325963e-103 6.629816e-104
[175,] 1.000000e+00 5.191885e-105 2.595943e-105
[176,] 1.000000e+00 1.969993e-104 9.849966e-105
[177,] 1.000000e+00 8.833305e-104 4.416653e-104
[178,] 1.000000e+00 1.043742e-103 5.218711e-104
[179,] 1.000000e+00 3.739996e-103 1.869998e-103
[180,] 1.000000e+00 1.923785e-102 9.618925e-103
[181,] 1.000000e+00 9.308332e-102 4.654166e-102
[182,] 1.000000e+00 3.034985e-101 1.517492e-101
[183,] 1.000000e+00 7.421390e-102 3.710695e-102
[184,] 1.000000e+00 1.312126e-101 6.560628e-102
[185,] 1.000000e+00 4.830983e-101 2.415491e-101
[186,] 1.000000e+00 9.001885e-101 4.500943e-101
[187,] 1.000000e+00 6.530081e-101 3.265041e-101
[188,] 1.000000e+00 7.461425e-102 3.730712e-102
[189,] 1.000000e+00 2.230172e-101 1.115086e-101
[190,] 1.000000e+00 6.117082e-101 3.058541e-101
[191,] 1.000000e+00 1.904527e-100 9.522635e-101
[192,] 1.000000e+00 9.894227e-101 4.947113e-101
[193,] 1.000000e+00 3.582890e-100 1.791445e-100
[194,] 1.000000e+00 1.292876e-99 6.464381e-100
[195,] 1.000000e+00 5.311498e-99 2.655749e-99
[196,] 1.000000e+00 2.807260e-98 1.403630e-98
[197,] 1.000000e+00 1.556455e-97 7.782275e-98
[198,] 1.000000e+00 8.150116e-97 4.075058e-97
[199,] 1.000000e+00 4.168357e-96 2.084178e-96
[200,] 1.000000e+00 2.054488e-95 1.027244e-95
[201,] 1.000000e+00 1.013310e-94 5.066552e-95
[202,] 1.000000e+00 4.911929e-94 2.455965e-94
[203,] 1.000000e+00 2.335083e-93 1.167541e-93
[204,] 1.000000e+00 1.203448e-92 6.017242e-93
[205,] 1.000000e+00 4.324463e-92 2.162231e-92
[206,] 1.000000e+00 1.371882e-91 6.859409e-92
[207,] 1.000000e+00 5.085453e-91 2.542726e-91
[208,] 1.000000e+00 1.056373e-90 5.281865e-91
[209,] 1.000000e+00 4.460692e-90 2.230346e-90
[210,] 1.000000e+00 1.076217e-89 5.381085e-90
[211,] 1.000000e+00 2.872804e-89 1.436402e-89
[212,] 1.000000e+00 1.393194e-88 6.965970e-89
[213,] 1.000000e+00 7.096044e-88 3.548022e-88
[214,] 1.000000e+00 3.625282e-87 1.812641e-87
[215,] 1.000000e+00 7.814022e-87 3.907011e-87
[216,] 1.000000e+00 3.956665e-86 1.978332e-86
[217,] 1.000000e+00 2.049884e-85 1.024942e-85
[218,] 1.000000e+00 1.013420e-84 5.067099e-85
[219,] 1.000000e+00 4.884536e-84 2.442268e-84
[220,] 1.000000e+00 2.322474e-83 1.161237e-83
[221,] 1.000000e+00 1.064204e-82 5.321019e-83
[222,] 1.000000e+00 4.526494e-82 2.263247e-82
[223,] 1.000000e+00 2.109304e-81 1.054652e-81
[224,] 1.000000e+00 5.696432e-81 2.848216e-81
[225,] 1.000000e+00 1.499135e-80 7.495677e-81
[226,] 1.000000e+00 7.412441e-80 3.706220e-80
[227,] 1.000000e+00 2.211977e-79 1.105988e-79
[228,] 1.000000e+00 8.304417e-79 4.152208e-79
[229,] 1.000000e+00 3.877927e-78 1.938964e-78
[230,] 1.000000e+00 1.770281e-77 8.851406e-78
[231,] 1.000000e+00 4.476907e-77 2.238454e-77
[232,] 1.000000e+00 8.931691e-77 4.465846e-77
[233,] 1.000000e+00 3.951733e-76 1.975867e-76
[234,] 1.000000e+00 1.911086e-75 9.555428e-76
[235,] 1.000000e+00 8.572965e-75 4.286483e-75
[236,] 1.000000e+00 4.167981e-74 2.083991e-74
[237,] 1.000000e+00 1.844081e-73 9.220405e-74
[238,] 1.000000e+00 8.618582e-73 4.309291e-73
[239,] 1.000000e+00 3.609757e-72 1.804879e-72
[240,] 1.000000e+00 1.621781e-71 8.108904e-72
[241,] 1.000000e+00 7.146826e-71 3.573413e-71
[242,] 1.000000e+00 3.120290e-70 1.560145e-70
[243,] 1.000000e+00 8.239169e-70 4.119584e-70
[244,] 1.000000e+00 2.365168e-69 1.182584e-69
[245,] 1.000000e+00 6.060742e-69 3.030371e-69
[246,] 1.000000e+00 1.426062e-68 7.130310e-69
[247,] 1.000000e+00 5.339105e-68 2.669553e-68
[248,] 1.000000e+00 2.071792e-67 1.035896e-67
[249,] 1.000000e+00 7.858181e-67 3.929091e-67
[250,] 1.000000e+00 3.057437e-66 1.528718e-66
[251,] 1.000000e+00 1.159205e-65 5.796025e-66
[252,] 1.000000e+00 4.568381e-65 2.284191e-65
[253,] 1.000000e+00 1.808247e-64 9.041237e-65
[254,] 1.000000e+00 7.218058e-64 3.609029e-64
[255,] 1.000000e+00 2.918375e-63 1.459187e-63
[256,] 1.000000e+00 1.169392e-62 5.846958e-63
[257,] 1.000000e+00 4.916432e-62 2.458216e-62
[258,] 1.000000e+00 5.792168e-63 2.896084e-63
[259,] 1.000000e+00 2.576641e-62 1.288320e-62
[260,] 1.000000e+00 1.132539e-61 5.662695e-62
[261,] 1.000000e+00 4.671460e-61 2.335730e-61
[262,] 1.000000e+00 1.250198e-60 6.250990e-61
[263,] 1.000000e+00 2.465842e-60 1.232921e-60
[264,] 1.000000e+00 1.025144e-59 5.125718e-60
[265,] 1.000000e+00 2.614859e-59 1.307430e-59
[266,] 1.000000e+00 5.738920e-59 2.869460e-59
[267,] 1.000000e+00 2.567571e-58 1.283785e-58
[268,] 1.000000e+00 1.133928e-57 5.669641e-58
[269,] 1.000000e+00 4.843907e-57 2.421954e-57
[270,] 1.000000e+00 7.110498e-58 3.555249e-58
[271,] 1.000000e+00 2.923686e-57 1.461843e-57
[272,] 1.000000e+00 1.257164e-56 6.285820e-57
[273,] 1.000000e+00 3.320846e-56 1.660423e-56
[274,] 1.000000e+00 1.400374e-55 7.001871e-56
[275,] 1.000000e+00 6.124195e-55 3.062097e-55
[276,] 1.000000e+00 2.525420e-54 1.262710e-54
[277,] 1.000000e+00 1.030206e-53 5.151031e-54
[278,] 1.000000e+00 4.396829e-53 2.198415e-53
[279,] 1.000000e+00 1.888888e-52 9.444438e-53
[280,] 1.000000e+00 7.166955e-52 3.583478e-52
[281,] 1.000000e+00 1.788863e-51 8.944316e-52
[282,] 1.000000e+00 2.728026e-51 1.364013e-51
[283,] 1.000000e+00 8.670489e-51 4.335244e-51
[284,] 1.000000e+00 3.460445e-50 1.730223e-50
[285,] 1.000000e+00 1.381566e-49 6.907831e-50
[286,] 1.000000e+00 5.581726e-49 2.790863e-49
[287,] 1.000000e+00 2.039335e-48 1.019667e-48
[288,] 1.000000e+00 7.066107e-49 3.533053e-49
[289,] 1.000000e+00 2.829218e-48 1.414609e-48
[290,] 1.000000e+00 1.108913e-47 5.544565e-48
[291,] 1.000000e+00 4.362960e-47 2.181480e-47
[292,] 1.000000e+00 1.830824e-46 9.154121e-47
[293,] 1.000000e+00 7.373535e-46 3.686768e-46
[294,] 1.000000e+00 3.045476e-45 1.522738e-45
[295,] 1.000000e+00 1.178187e-44 5.890934e-45
[296,] 1.000000e+00 4.188908e-44 2.094454e-44
[297,] 1.000000e+00 1.563332e-43 7.816660e-44
[298,] 1.000000e+00 4.707442e-49 2.353721e-49
[299,] 1.000000e+00 3.326489e-49 1.663245e-49
[300,] 1.000000e+00 7.723036e-49 3.861518e-49
[301,] 1.000000e+00 2.577760e-48 1.288880e-48
[302,] 1.000000e+00 7.213919e-48 3.606959e-48
[303,] 1.000000e+00 1.362487e-47 6.812433e-48
[304,] 1.000000e+00 3.972601e-47 1.986300e-47
[305,] 1.000000e+00 1.758436e-46 8.792182e-47
[306,] 1.000000e+00 7.817304e-46 3.908652e-46
[307,] 1.000000e+00 3.542915e-45 1.771457e-45
[308,] 1.000000e+00 1.575713e-44 7.878567e-45
[309,] 1.000000e+00 6.639463e-44 3.319731e-44
[310,] 1.000000e+00 2.854827e-43 1.427414e-43
[311,] 1.000000e+00 1.115517e-42 5.577583e-43
[312,] 1.000000e+00 2.845697e-42 1.422849e-42
[313,] 1.000000e+00 6.204047e-43 3.102024e-43
[314,] 1.000000e+00 2.009379e-42 1.004690e-42
[315,] 1.000000e+00 6.896150e-42 3.448075e-42
[316,] 1.000000e+00 3.037191e-41 1.518596e-41
[317,] 1.000000e+00 2.213316e-41 1.106658e-41
[318,] 1.000000e+00 9.803514e-41 4.901757e-41
[319,] 1.000000e+00 4.028475e-40 2.014238e-40
[320,] 1.000000e+00 1.606988e-39 8.034939e-40
[321,] 1.000000e+00 5.445244e-39 2.722622e-39
[322,] 1.000000e+00 1.390943e-38 6.954716e-39
[323,] 1.000000e+00 1.276686e-38 6.383429e-39
[324,] 1.000000e+00 5.576252e-38 2.788126e-38
[325,] 1.000000e+00 2.030890e-37 1.015445e-37
[326,] 1.000000e+00 7.847700e-37 3.923850e-37
[327,] 1.000000e+00 2.897574e-36 1.448787e-36
[328,] 1.000000e+00 1.210634e-35 6.053170e-36
[329,] 1.000000e+00 5.221051e-35 2.610526e-35
[330,] 1.000000e+00 1.252510e-34 6.262551e-35
[331,] 1.000000e+00 3.222515e-34 1.611257e-34
[332,] 1.000000e+00 9.476425e-34 4.738212e-34
[333,] 1.000000e+00 3.252099e-33 1.626050e-33
[334,] 1.000000e+00 1.076623e-32 5.383114e-33
[335,] 1.000000e+00 2.153740e-32 1.076870e-32
[336,] 1.000000e+00 3.324066e-32 1.662033e-32
[337,] 1.000000e+00 8.543189e-32 4.271595e-32
[338,] 1.000000e+00 8.374841e-32 4.187421e-32
[339,] 1.000000e+00 3.256933e-31 1.628467e-31
[340,] 1.000000e+00 1.380673e-30 6.903365e-31
[341,] 1.000000e+00 5.938681e-30 2.969340e-30
[342,] 1.000000e+00 2.569822e-29 1.284911e-29
[343,] 1.000000e+00 4.932369e-29 2.466185e-29
[344,] 1.000000e+00 1.848786e-28 9.243929e-29
[345,] 1.000000e+00 7.368034e-28 3.684017e-28
[346,] 1.000000e+00 3.371869e-28 1.685935e-28
[347,] 1.000000e+00 1.481362e-27 7.406809e-28
[348,] 1.000000e+00 5.574067e-27 2.787034e-27
[349,] 1.000000e+00 2.395027e-26 1.197514e-26
[350,] 1.000000e+00 9.030480e-26 4.515240e-26
[351,] 1.000000e+00 3.715089e-25 1.857544e-25
[352,] 1.000000e+00 1.542702e-24 7.713508e-25
[353,] 1.000000e+00 6.398811e-24 3.199406e-24
[354,] 1.000000e+00 2.053043e-23 1.026522e-23
[355,] 1.000000e+00 8.183285e-23 4.091642e-23
[356,] 1.000000e+00 2.798573e-22 1.399287e-22
[357,] 1.000000e+00 1.013929e-21 5.069645e-22
[358,] 1.000000e+00 2.454080e-21 1.227040e-21
[359,] 1.000000e+00 2.962882e-21 1.481441e-21
[360,] 1.000000e+00 1.179028e-20 5.895142e-21
[361,] 1.000000e+00 4.738108e-20 2.369054e-20
[362,] 1.000000e+00 1.457410e-19 7.287050e-20
[363,] 1.000000e+00 5.219423e-19 2.609711e-19
[364,] 1.000000e+00 9.780683e-19 4.890341e-19
[365,] 1.000000e+00 1.844550e-18 9.222749e-19
[366,] 1.000000e+00 4.261338e-18 2.130669e-18
[367,] 1.000000e+00 1.685929e-17 8.429644e-18
[368,] 1.000000e+00 5.188040e-17 2.594020e-17
[369,] 1.000000e+00 1.048218e-16 5.241088e-17
[370,] 1.000000e+00 3.114614e-16 1.557307e-16
[371,] 1.000000e+00 1.163363e-15 5.816813e-16
[372,] 1.000000e+00 4.379777e-15 2.189888e-15
[373,] 1.000000e+00 1.448556e-14 7.242778e-15
[374,] 1.000000e+00 4.869545e-14 2.434772e-14
[375,] 1.000000e+00 2.113912e-14 1.056956e-14
[376,] 1.000000e+00 8.240725e-14 4.120362e-14
[377,] 1.000000e+00 3.099388e-13 1.549694e-13
[378,] 1.000000e+00 5.640518e-13 2.820259e-13
[379,] 1.000000e+00 1.905713e-12 9.528567e-13
[380,] 1.000000e+00 5.993590e-12 2.996795e-12
[381,] 1.000000e+00 1.667702e-11 8.338510e-12
[382,] 1.000000e+00 5.902598e-11 2.951299e-11
[383,] 1.000000e+00 1.685058e-10 8.425292e-11
[384,] 1.000000e+00 1.698365e-16 8.491824e-17
[385,] 1.000000e+00 1.140675e-15 5.703373e-16
[386,] 1.000000e+00 5.280488e-15 2.640244e-15
[387,] 1.000000e+00 1.861105e-14 9.305527e-15
[388,] 1.000000e+00 7.073184e-15 3.536592e-15
[389,] 1.000000e+00 4.918897e-14 2.459448e-14
[390,] 1.000000e+00 3.456099e-13 1.728050e-13
[391,] 1.000000e+00 7.764342e-13 3.882171e-13
[392,] 1.000000e+00 2.633420e-13 1.316710e-13
[393,] 1.000000e+00 2.160003e-12 1.080001e-12
[394,] 1.000000e+00 9.199528e-13 4.599764e-13
[395,] 1.000000e+00 7.490755e-12 3.745378e-12
[396,] 1.000000e+00 7.194675e-11 3.597337e-11
[397,] 1.000000e+00 6.668261e-10 3.334131e-10
[398,] 1.000000e+00 1.536262e-09 7.681310e-10
[399,] 1.000000e+00 9.513533e-09 4.756767e-09
[400,] 1.000000e+00 6.340780e-08 3.170390e-08
[401,] 9.999997e-01 5.383670e-07 2.691835e-07
[402,] 9.999975e-01 4.948649e-06 2.474324e-06
[403,] 9.999875e-01 2.502287e-05 1.251144e-05
[404,] 9.999219e-01 1.562587e-04 7.812934e-05
[405,] 9.996912e-01 6.175382e-04 3.087691e-04
[406,] 9.997464e-01 5.072852e-04 2.536426e-04
> postscript(file="/var/www/html/rcomp/tmp/16our1291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/26our1291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/3zxbu1291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/4zxbu1291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/5zxbu1291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> qqnorm(mysum$resid, main='Residual Normal Q-Q Plot')
> qqline(mysum$resid)
> grid()
> dev.off()
null device
1
> (myerror <- as.ts(mysum$resid))
Time Series:
Start = 1
End = 431
Frequency = 1
1 2 3 4 5
-41397.85532 -32152.42206 -38574.25939 -35499.16935 -35633.16404
6 7 8 9 10
-42584.11511 -41457.35194 -39906.37242 -39535.55271 -39804.79856
11 12 13 14 15
-35423.03451 -34502.02605 -43096.68105 -22325.97826 -25360.53912
16 17 18 19 20
-26099.04367 -24477.94971 -24161.42920 -24316.27212 -24630.91034
21 22 23 24 25
-25073.30631 -46895.85716 394402.77345 319400.77652 255397.65285
26 27 28 29 30
262324.05408 374855.31196 256585.49518 29642.20343 15333.78628
31 32 33 34 35
17534.71356 -40778.32474 -26711.92725 -38688.04034 -40927.70619
36 37 38 39 40
-38616.36570 -44422.33489 4741.88689 -33977.64053 -27585.55739
41 42 43 44 45
-40204.06214 -33484.61608 -43098.78070 -26820.54122 -25485.46813
46 47 48 49 50
-25102.03227 -45426.76260 -43438.03531 -41194.48366 -31411.76089
51 52 53 54 55
-43821.23451 -47796.01473 -33821.56951 -12523.27034 -16245.38865
56 57 58 59 60
-44017.99956 -49268.46308 -44542.60454 269927.37023 39851.36266
61 62 63 64 65
-5870.60226 133560.05198 -25564.85624 55726.15704 50359.69324
66 67 68 69 70
35251.26893 52395.97354 17537.94444 -1270.74574 -43039.25347
71 72 73 74 75
127183.62523 -43097.92398 -20961.19686 -23403.05424 -22130.61521
76 77 78 79 80
-24716.89345 -36983.80722 103106.87586 -20032.44129 -25116.36878
81 82 83 84 85
307975.33025 256713.28618 17534.63440 -39466.21178 -29649.54931
86 87 88 89 90
-42814.67540 -37405.96750 -43091.19730 -26818.97490 59557.86747
91 92 93 94 95
-43421.46506 -21890.47266 -22431.93445 -25084.91570 -46068.99932
96 97 98 99 100
-45830.28009 -47738.94494 -40295.75770 -41676.67164 -45589.19061
101 102 103 104 105
-39750.18103 -50876.66268 263550.49466 1578282.07571 234561.10141
106 107 108 109 110
259273.82647 296831.53219 145953.31889 256598.82544 26220.21231
111 112 113 114 115
17534.81127 -40841.31125 -34827.73757 -20469.06966 -23295.11129
116 117 118 119 120
-30192.19198 -44743.70650 -43092.68059 21520.04323 -16149.01550
121 122 123 124 125
-18840.82230 -25023.22218 -46373.11245 267297.67551 259459.16491
126 127 128 129 130
276129.02732 256952.66276 17535.20163 -43091.41039 -23760.30674
131 132 133 134 135
-25830.88212 11023.97240 -1790.67677 -42862.24687 8406.62905
136 137 138 139 140
-32635.48870 -17074.75935 -20840.87838 -51998.66225 7358.61218
141 142 143 144 145
-6469.59332 4784.50947 -1614.61640 -42856.76166 -19210.45639
146 147 148 149 150
-16884.58599 -20142.44158 -25765.65290 -21454.18416 -17664.24751
151 152 153 154 155
-21307.56737 -45680.30928 -47717.49487 -51902.30965 3374.53240
156 157 158 159 160
1763.21884 -1423.95701 -28478.96027 -40378.23179 -16968.67751
161 162 163 164 165
-9262.29181 -17092.77102 -3064.03770 9783.20902 -29439.09896
166 167 168 169 170
-26386.56629 -13746.69660 -9528.76052 -17052.98187 -19895.61527
171 172 173 174 175
-21533.35059 -16607.22138 -47669.86262 -49638.23526 7497.53171
176 177 178 179 180
-42855.27695 46019.30092 -13927.67182 -14301.84712 -22857.67343
181 182 183 184 185
-16999.40523 -8982.27827 -21287.94074 -21077.85285 -49967.90729
186 187 188 189 190
-51653.75996 53849.13278 -13686.71760 -568.86924 -42949.97113
191 192 193 194 195
36951.88741 -17000.47324 -21000.20437 -52846.21767 35864.33697
196 197 198 199 200
20118.71466 -2285.13861 -36570.40600 -41312.83589 -17705.34678
201 202 203 204 205
-38598.28489 -40110.45165 -40955.03596 -9682.80271 -38969.08454
206 207 208 209 210
-40220.50699 -40360.58797 -14752.28345 -4726.87087 -14249.55998
211 212 213 214 215
-16948.76746 -22877.23943 -22218.57668 -22276.40091 -9534.74369
216 217 218 219 220
-14394.14436 -37862.76577 -52413.02865 -40014.96792 -36110.44505
221 222 223 224 225
-41419.03955 -47364.78119 7605.33554 8668.13178 -5822.17609
226 227 228 229 230
-2005.61041 -42880.12317 -12420.58182 875.12824 -14834.04084
231 232 233 234 235
-17049.21581 -20683.26515 -28860.97728 -14097.61248 -21320.52641
236 237 238 239 240
-52250.44696 7503.82484 -519.29718 -38847.13662 -40375.85429
241 242 243 244 245
-16988.16168 -21443.65881 7506.65994 -42860.75121 26720.45761
246 247 248 249 250
-10636.06753 27266.74849 -48.35322 -21346.40406 -11896.90698
251 252 253 254 255
-26072.27190 -16953.87651 -22327.30894 -21124.00517 -51454.62861
256 257 258 259 260
-41500.82378 7496.04202 -40829.95487 -40277.42158 -38677.50926
261 262 263 264 265
-42711.55277 -40434.08000 -41617.33684 -41250.76601 -41145.04931
266 267 268 269 270
-40392.02544 -40297.11876 -40432.50499 -18730.82007 67319.62812
271 272 273 274 275
-15880.39341 -17156.18356 -10261.07682 25974.29917 -69824.25556
276 277 278 279 280
-20729.18186 -51869.15736 11189.92399 -1102.37815 -1565.24459
281 282 283 284 285
5302.40713 -35696.84169 -40366.36821 -17257.22533 48251.99514
286 287 288 289 290
-16350.57118 -16253.85723 -16354.97962 -17259.80889 -5990.68620
291 292 293 294 295
-7967.47203 -21490.05195 7499.65613 17139.70425 -38952.49878
296 297 298 299 300
-39678.92260 -40443.38125 -38991.37094 -38798.55385 54721.50152
301 302 303 304 305
-40949.73133 -40429.69329 -24224.58157 -9283.26261 -15524.91192
306 307 308 309 310
1148.75359 -17187.80310 -9579.56736 -20625.32555 113510.68869
311 312 313 314 315
82259.69522 -51949.74488 -51078.81527 -53513.58493 7495.09493
316 317 318 319 320
-9614.95895 -36998.86639 -40383.79695 -10685.54208 -8055.23967
321 322 323 324 325
-16999.76338 -10912.21228 -49574.95005 -52967.26681 37835.79712
326 327 328 329 330
-2953.04928 -39328.06989 -40162.45379 -47679.30493 -40345.85452
331 332 333 334 335
-17873.95821 -17087.38621 -21424.03173 -50170.40827 18506.16800
336 337 338 339 340
-1407.54517 -42884.32771 -17027.26850 -17358.91390 -42465.20732
341 342 343 344 345
-49191.32261 -52706.05608 -52399.00054 -50761.21556 -39586.04746
346 347 348 349 350
-43719.58465 -53058.85647 -51146.57851 14958.57357 52147.04213
351 352 353 354 355
-4012.18593 610.95649 18211.47877 899.49037 38058.13734
356 357 358 359 360
28425.29729 37424.53215 -3143.89891 -994.51897 -39707.04202
361 362 363 364 365
-39573.23068 -37838.50594 -39636.06178 -40458.38440 -40969.50230
366 367 368 369 370
-39449.80800 -40340.98116 -17035.73919 -21466.55339 7494.40813
371 372 373 374 375
-35040.90494 -40625.71509 -40309.54313 -17047.24691 -21439.99830
376 377 378 379 380
6479.23130 40559.77486 46349.40689 27079.60963 -8345.40199
381 382 383 384 385
64374.71861 -728.90531 -1507.52730 -1461.93879 25469.81413
386 387 388 389 390
37416.92062 67631.12268 314.21187 -1522.53307 -42907.33711
391 392 393 394 395
-27343.09452 -12813.88312 -16324.54732 10583.70460 -23348.28738
396 397 398 399 400
101553.74211 -16925.06079 -18429.04672 -19083.28176 163320.86876
401 402 403 404 405
-19815.25031 -23788.13724 -58835.60030 -21234.25979 -50323.72166
406 407 408 409 410
-50051.89743 3562.84132 -1388.63677 33089.10437 -3058.39376
411 412 413 414 415
15388.11982 72826.64188 179.52151 -2839.08546 -1553.85198
416 417 418 419 420
4026.25476 -3363.22032 38736.49310 37995.21619 -2675.89132
421 422 423 424 425
-42342.84306 -40138.29311 -40476.12267 -40845.27404 -40542.84185
426 427 428 429 430
-40358.05058 -40235.90951 -40418.50850 -19498.20932 -16882.14474
431
-2053.10198
> postscript(file="/var/www/html/rcomp/tmp/6aosf1291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> dum <- cbind(lag(myerror,k=1),myerror)
> dum
Time Series:
Start = 0
End = 431
Frequency = 1
lag(myerror, k = 1) myerror
0 -41397.85532 NA
1 -32152.42206 -41397.85532
2 -38574.25939 -32152.42206
3 -35499.16935 -38574.25939
4 -35633.16404 -35499.16935
5 -42584.11511 -35633.16404
6 -41457.35194 -42584.11511
7 -39906.37242 -41457.35194
8 -39535.55271 -39906.37242
9 -39804.79856 -39535.55271
10 -35423.03451 -39804.79856
11 -34502.02605 -35423.03451
12 -43096.68105 -34502.02605
13 -22325.97826 -43096.68105
14 -25360.53912 -22325.97826
15 -26099.04367 -25360.53912
16 -24477.94971 -26099.04367
17 -24161.42920 -24477.94971
18 -24316.27212 -24161.42920
19 -24630.91034 -24316.27212
20 -25073.30631 -24630.91034
21 -46895.85716 -25073.30631
22 394402.77345 -46895.85716
23 319400.77652 394402.77345
24 255397.65285 319400.77652
25 262324.05408 255397.65285
26 374855.31196 262324.05408
27 256585.49518 374855.31196
28 29642.20343 256585.49518
29 15333.78628 29642.20343
30 17534.71356 15333.78628
31 -40778.32474 17534.71356
32 -26711.92725 -40778.32474
33 -38688.04034 -26711.92725
34 -40927.70619 -38688.04034
35 -38616.36570 -40927.70619
36 -44422.33489 -38616.36570
37 4741.88689 -44422.33489
38 -33977.64053 4741.88689
39 -27585.55739 -33977.64053
40 -40204.06214 -27585.55739
41 -33484.61608 -40204.06214
42 -43098.78070 -33484.61608
43 -26820.54122 -43098.78070
44 -25485.46813 -26820.54122
45 -25102.03227 -25485.46813
46 -45426.76260 -25102.03227
47 -43438.03531 -45426.76260
48 -41194.48366 -43438.03531
49 -31411.76089 -41194.48366
50 -43821.23451 -31411.76089
51 -47796.01473 -43821.23451
52 -33821.56951 -47796.01473
53 -12523.27034 -33821.56951
54 -16245.38865 -12523.27034
55 -44017.99956 -16245.38865
56 -49268.46308 -44017.99956
57 -44542.60454 -49268.46308
58 269927.37023 -44542.60454
59 39851.36266 269927.37023
60 -5870.60226 39851.36266
61 133560.05198 -5870.60226
62 -25564.85624 133560.05198
63 55726.15704 -25564.85624
64 50359.69324 55726.15704
65 35251.26893 50359.69324
66 52395.97354 35251.26893
67 17537.94444 52395.97354
68 -1270.74574 17537.94444
69 -43039.25347 -1270.74574
70 127183.62523 -43039.25347
71 -43097.92398 127183.62523
72 -20961.19686 -43097.92398
73 -23403.05424 -20961.19686
74 -22130.61521 -23403.05424
75 -24716.89345 -22130.61521
76 -36983.80722 -24716.89345
77 103106.87586 -36983.80722
78 -20032.44129 103106.87586
79 -25116.36878 -20032.44129
80 307975.33025 -25116.36878
81 256713.28618 307975.33025
82 17534.63440 256713.28618
83 -39466.21178 17534.63440
84 -29649.54931 -39466.21178
85 -42814.67540 -29649.54931
86 -37405.96750 -42814.67540
87 -43091.19730 -37405.96750
88 -26818.97490 -43091.19730
89 59557.86747 -26818.97490
90 -43421.46506 59557.86747
91 -21890.47266 -43421.46506
92 -22431.93445 -21890.47266
93 -25084.91570 -22431.93445
94 -46068.99932 -25084.91570
95 -45830.28009 -46068.99932
96 -47738.94494 -45830.28009
97 -40295.75770 -47738.94494
98 -41676.67164 -40295.75770
99 -45589.19061 -41676.67164
100 -39750.18103 -45589.19061
101 -50876.66268 -39750.18103
102 263550.49466 -50876.66268
103 1578282.07571 263550.49466
104 234561.10141 1578282.07571
105 259273.82647 234561.10141
106 296831.53219 259273.82647
107 145953.31889 296831.53219
108 256598.82544 145953.31889
109 26220.21231 256598.82544
110 17534.81127 26220.21231
111 -40841.31125 17534.81127
112 -34827.73757 -40841.31125
113 -20469.06966 -34827.73757
114 -23295.11129 -20469.06966
115 -30192.19198 -23295.11129
116 -44743.70650 -30192.19198
117 -43092.68059 -44743.70650
118 21520.04323 -43092.68059
119 -16149.01550 21520.04323
120 -18840.82230 -16149.01550
121 -25023.22218 -18840.82230
122 -46373.11245 -25023.22218
123 267297.67551 -46373.11245
124 259459.16491 267297.67551
125 276129.02732 259459.16491
126 256952.66276 276129.02732
127 17535.20163 256952.66276
128 -43091.41039 17535.20163
129 -23760.30674 -43091.41039
130 -25830.88212 -23760.30674
131 11023.97240 -25830.88212
132 -1790.67677 11023.97240
133 -42862.24687 -1790.67677
134 8406.62905 -42862.24687
135 -32635.48870 8406.62905
136 -17074.75935 -32635.48870
137 -20840.87838 -17074.75935
138 -51998.66225 -20840.87838
139 7358.61218 -51998.66225
140 -6469.59332 7358.61218
141 4784.50947 -6469.59332
142 -1614.61640 4784.50947
143 -42856.76166 -1614.61640
144 -19210.45639 -42856.76166
145 -16884.58599 -19210.45639
146 -20142.44158 -16884.58599
147 -25765.65290 -20142.44158
148 -21454.18416 -25765.65290
149 -17664.24751 -21454.18416
150 -21307.56737 -17664.24751
151 -45680.30928 -21307.56737
152 -47717.49487 -45680.30928
153 -51902.30965 -47717.49487
154 3374.53240 -51902.30965
155 1763.21884 3374.53240
156 -1423.95701 1763.21884
157 -28478.96027 -1423.95701
158 -40378.23179 -28478.96027
159 -16968.67751 -40378.23179
160 -9262.29181 -16968.67751
161 -17092.77102 -9262.29181
162 -3064.03770 -17092.77102
163 9783.20902 -3064.03770
164 -29439.09896 9783.20902
165 -26386.56629 -29439.09896
166 -13746.69660 -26386.56629
167 -9528.76052 -13746.69660
168 -17052.98187 -9528.76052
169 -19895.61527 -17052.98187
170 -21533.35059 -19895.61527
171 -16607.22138 -21533.35059
172 -47669.86262 -16607.22138
173 -49638.23526 -47669.86262
174 7497.53171 -49638.23526
175 -42855.27695 7497.53171
176 46019.30092 -42855.27695
177 -13927.67182 46019.30092
178 -14301.84712 -13927.67182
179 -22857.67343 -14301.84712
180 -16999.40523 -22857.67343
181 -8982.27827 -16999.40523
182 -21287.94074 -8982.27827
183 -21077.85285 -21287.94074
184 -49967.90729 -21077.85285
185 -51653.75996 -49967.90729
186 53849.13278 -51653.75996
187 -13686.71760 53849.13278
188 -568.86924 -13686.71760
189 -42949.97113 -568.86924
190 36951.88741 -42949.97113
191 -17000.47324 36951.88741
192 -21000.20437 -17000.47324
193 -52846.21767 -21000.20437
194 35864.33697 -52846.21767
195 20118.71466 35864.33697
196 -2285.13861 20118.71466
197 -36570.40600 -2285.13861
198 -41312.83589 -36570.40600
199 -17705.34678 -41312.83589
200 -38598.28489 -17705.34678
201 -40110.45165 -38598.28489
202 -40955.03596 -40110.45165
203 -9682.80271 -40955.03596
204 -38969.08454 -9682.80271
205 -40220.50699 -38969.08454
206 -40360.58797 -40220.50699
207 -14752.28345 -40360.58797
208 -4726.87087 -14752.28345
209 -14249.55998 -4726.87087
210 -16948.76746 -14249.55998
211 -22877.23943 -16948.76746
212 -22218.57668 -22877.23943
213 -22276.40091 -22218.57668
214 -9534.74369 -22276.40091
215 -14394.14436 -9534.74369
216 -37862.76577 -14394.14436
217 -52413.02865 -37862.76577
218 -40014.96792 -52413.02865
219 -36110.44505 -40014.96792
220 -41419.03955 -36110.44505
221 -47364.78119 -41419.03955
222 7605.33554 -47364.78119
223 8668.13178 7605.33554
224 -5822.17609 8668.13178
225 -2005.61041 -5822.17609
226 -42880.12317 -2005.61041
227 -12420.58182 -42880.12317
228 875.12824 -12420.58182
229 -14834.04084 875.12824
230 -17049.21581 -14834.04084
231 -20683.26515 -17049.21581
232 -28860.97728 -20683.26515
233 -14097.61248 -28860.97728
234 -21320.52641 -14097.61248
235 -52250.44696 -21320.52641
236 7503.82484 -52250.44696
237 -519.29718 7503.82484
238 -38847.13662 -519.29718
239 -40375.85429 -38847.13662
240 -16988.16168 -40375.85429
241 -21443.65881 -16988.16168
242 7506.65994 -21443.65881
243 -42860.75121 7506.65994
244 26720.45761 -42860.75121
245 -10636.06753 26720.45761
246 27266.74849 -10636.06753
247 -48.35322 27266.74849
248 -21346.40406 -48.35322
249 -11896.90698 -21346.40406
250 -26072.27190 -11896.90698
251 -16953.87651 -26072.27190
252 -22327.30894 -16953.87651
253 -21124.00517 -22327.30894
254 -51454.62861 -21124.00517
255 -41500.82378 -51454.62861
256 7496.04202 -41500.82378
257 -40829.95487 7496.04202
258 -40277.42158 -40829.95487
259 -38677.50926 -40277.42158
260 -42711.55277 -38677.50926
261 -40434.08000 -42711.55277
262 -41617.33684 -40434.08000
263 -41250.76601 -41617.33684
264 -41145.04931 -41250.76601
265 -40392.02544 -41145.04931
266 -40297.11876 -40392.02544
267 -40432.50499 -40297.11876
268 -18730.82007 -40432.50499
269 67319.62812 -18730.82007
270 -15880.39341 67319.62812
271 -17156.18356 -15880.39341
272 -10261.07682 -17156.18356
273 25974.29917 -10261.07682
274 -69824.25556 25974.29917
275 -20729.18186 -69824.25556
276 -51869.15736 -20729.18186
277 11189.92399 -51869.15736
278 -1102.37815 11189.92399
279 -1565.24459 -1102.37815
280 5302.40713 -1565.24459
281 -35696.84169 5302.40713
282 -40366.36821 -35696.84169
283 -17257.22533 -40366.36821
284 48251.99514 -17257.22533
285 -16350.57118 48251.99514
286 -16253.85723 -16350.57118
287 -16354.97962 -16253.85723
288 -17259.80889 -16354.97962
289 -5990.68620 -17259.80889
290 -7967.47203 -5990.68620
291 -21490.05195 -7967.47203
292 7499.65613 -21490.05195
293 17139.70425 7499.65613
294 -38952.49878 17139.70425
295 -39678.92260 -38952.49878
296 -40443.38125 -39678.92260
297 -38991.37094 -40443.38125
298 -38798.55385 -38991.37094
299 54721.50152 -38798.55385
300 -40949.73133 54721.50152
301 -40429.69329 -40949.73133
302 -24224.58157 -40429.69329
303 -9283.26261 -24224.58157
304 -15524.91192 -9283.26261
305 1148.75359 -15524.91192
306 -17187.80310 1148.75359
307 -9579.56736 -17187.80310
308 -20625.32555 -9579.56736
309 113510.68869 -20625.32555
310 82259.69522 113510.68869
311 -51949.74488 82259.69522
312 -51078.81527 -51949.74488
313 -53513.58493 -51078.81527
314 7495.09493 -53513.58493
315 -9614.95895 7495.09493
316 -36998.86639 -9614.95895
317 -40383.79695 -36998.86639
318 -10685.54208 -40383.79695
319 -8055.23967 -10685.54208
320 -16999.76338 -8055.23967
321 -10912.21228 -16999.76338
322 -49574.95005 -10912.21228
323 -52967.26681 -49574.95005
324 37835.79712 -52967.26681
325 -2953.04928 37835.79712
326 -39328.06989 -2953.04928
327 -40162.45379 -39328.06989
328 -47679.30493 -40162.45379
329 -40345.85452 -47679.30493
330 -17873.95821 -40345.85452
331 -17087.38621 -17873.95821
332 -21424.03173 -17087.38621
333 -50170.40827 -21424.03173
334 18506.16800 -50170.40827
335 -1407.54517 18506.16800
336 -42884.32771 -1407.54517
337 -17027.26850 -42884.32771
338 -17358.91390 -17027.26850
339 -42465.20732 -17358.91390
340 -49191.32261 -42465.20732
341 -52706.05608 -49191.32261
342 -52399.00054 -52706.05608
343 -50761.21556 -52399.00054
344 -39586.04746 -50761.21556
345 -43719.58465 -39586.04746
346 -53058.85647 -43719.58465
347 -51146.57851 -53058.85647
348 14958.57357 -51146.57851
349 52147.04213 14958.57357
350 -4012.18593 52147.04213
351 610.95649 -4012.18593
352 18211.47877 610.95649
353 899.49037 18211.47877
354 38058.13734 899.49037
355 28425.29729 38058.13734
356 37424.53215 28425.29729
357 -3143.89891 37424.53215
358 -994.51897 -3143.89891
359 -39707.04202 -994.51897
360 -39573.23068 -39707.04202
361 -37838.50594 -39573.23068
362 -39636.06178 -37838.50594
363 -40458.38440 -39636.06178
364 -40969.50230 -40458.38440
365 -39449.80800 -40969.50230
366 -40340.98116 -39449.80800
367 -17035.73919 -40340.98116
368 -21466.55339 -17035.73919
369 7494.40813 -21466.55339
370 -35040.90494 7494.40813
371 -40625.71509 -35040.90494
372 -40309.54313 -40625.71509
373 -17047.24691 -40309.54313
374 -21439.99830 -17047.24691
375 6479.23130 -21439.99830
376 40559.77486 6479.23130
377 46349.40689 40559.77486
378 27079.60963 46349.40689
379 -8345.40199 27079.60963
380 64374.71861 -8345.40199
381 -728.90531 64374.71861
382 -1507.52730 -728.90531
383 -1461.93879 -1507.52730
384 25469.81413 -1461.93879
385 37416.92062 25469.81413
386 67631.12268 37416.92062
387 314.21187 67631.12268
388 -1522.53307 314.21187
389 -42907.33711 -1522.53307
390 -27343.09452 -42907.33711
391 -12813.88312 -27343.09452
392 -16324.54732 -12813.88312
393 10583.70460 -16324.54732
394 -23348.28738 10583.70460
395 101553.74211 -23348.28738
396 -16925.06079 101553.74211
397 -18429.04672 -16925.06079
398 -19083.28176 -18429.04672
399 163320.86876 -19083.28176
400 -19815.25031 163320.86876
401 -23788.13724 -19815.25031
402 -58835.60030 -23788.13724
403 -21234.25979 -58835.60030
404 -50323.72166 -21234.25979
405 -50051.89743 -50323.72166
406 3562.84132 -50051.89743
407 -1388.63677 3562.84132
408 33089.10437 -1388.63677
409 -3058.39376 33089.10437
410 15388.11982 -3058.39376
411 72826.64188 15388.11982
412 179.52151 72826.64188
413 -2839.08546 179.52151
414 -1553.85198 -2839.08546
415 4026.25476 -1553.85198
416 -3363.22032 4026.25476
417 38736.49310 -3363.22032
418 37995.21619 38736.49310
419 -2675.89132 37995.21619
420 -42342.84306 -2675.89132
421 -40138.29311 -42342.84306
422 -40476.12267 -40138.29311
423 -40845.27404 -40476.12267
424 -40542.84185 -40845.27404
425 -40358.05058 -40542.84185
426 -40235.90951 -40358.05058
427 -40418.50850 -40235.90951
428 -19498.20932 -40418.50850
429 -16882.14474 -19498.20932
430 -2053.10198 -16882.14474
431 NA -2053.10198
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] -32152.42206 -41397.85532
[2,] -38574.25939 -32152.42206
[3,] -35499.16935 -38574.25939
[4,] -35633.16404 -35499.16935
[5,] -42584.11511 -35633.16404
[6,] -41457.35194 -42584.11511
[7,] -39906.37242 -41457.35194
[8,] -39535.55271 -39906.37242
[9,] -39804.79856 -39535.55271
[10,] -35423.03451 -39804.79856
[11,] -34502.02605 -35423.03451
[12,] -43096.68105 -34502.02605
[13,] -22325.97826 -43096.68105
[14,] -25360.53912 -22325.97826
[15,] -26099.04367 -25360.53912
[16,] -24477.94971 -26099.04367
[17,] -24161.42920 -24477.94971
[18,] -24316.27212 -24161.42920
[19,] -24630.91034 -24316.27212
[20,] -25073.30631 -24630.91034
[21,] -46895.85716 -25073.30631
[22,] 394402.77345 -46895.85716
[23,] 319400.77652 394402.77345
[24,] 255397.65285 319400.77652
[25,] 262324.05408 255397.65285
[26,] 374855.31196 262324.05408
[27,] 256585.49518 374855.31196
[28,] 29642.20343 256585.49518
[29,] 15333.78628 29642.20343
[30,] 17534.71356 15333.78628
[31,] -40778.32474 17534.71356
[32,] -26711.92725 -40778.32474
[33,] -38688.04034 -26711.92725
[34,] -40927.70619 -38688.04034
[35,] -38616.36570 -40927.70619
[36,] -44422.33489 -38616.36570
[37,] 4741.88689 -44422.33489
[38,] -33977.64053 4741.88689
[39,] -27585.55739 -33977.64053
[40,] -40204.06214 -27585.55739
[41,] -33484.61608 -40204.06214
[42,] -43098.78070 -33484.61608
[43,] -26820.54122 -43098.78070
[44,] -25485.46813 -26820.54122
[45,] -25102.03227 -25485.46813
[46,] -45426.76260 -25102.03227
[47,] -43438.03531 -45426.76260
[48,] -41194.48366 -43438.03531
[49,] -31411.76089 -41194.48366
[50,] -43821.23451 -31411.76089
[51,] -47796.01473 -43821.23451
[52,] -33821.56951 -47796.01473
[53,] -12523.27034 -33821.56951
[54,] -16245.38865 -12523.27034
[55,] -44017.99956 -16245.38865
[56,] -49268.46308 -44017.99956
[57,] -44542.60454 -49268.46308
[58,] 269927.37023 -44542.60454
[59,] 39851.36266 269927.37023
[60,] -5870.60226 39851.36266
[61,] 133560.05198 -5870.60226
[62,] -25564.85624 133560.05198
[63,] 55726.15704 -25564.85624
[64,] 50359.69324 55726.15704
[65,] 35251.26893 50359.69324
[66,] 52395.97354 35251.26893
[67,] 17537.94444 52395.97354
[68,] -1270.74574 17537.94444
[69,] -43039.25347 -1270.74574
[70,] 127183.62523 -43039.25347
[71,] -43097.92398 127183.62523
[72,] -20961.19686 -43097.92398
[73,] -23403.05424 -20961.19686
[74,] -22130.61521 -23403.05424
[75,] -24716.89345 -22130.61521
[76,] -36983.80722 -24716.89345
[77,] 103106.87586 -36983.80722
[78,] -20032.44129 103106.87586
[79,] -25116.36878 -20032.44129
[80,] 307975.33025 -25116.36878
[81,] 256713.28618 307975.33025
[82,] 17534.63440 256713.28618
[83,] -39466.21178 17534.63440
[84,] -29649.54931 -39466.21178
[85,] -42814.67540 -29649.54931
[86,] -37405.96750 -42814.67540
[87,] -43091.19730 -37405.96750
[88,] -26818.97490 -43091.19730
[89,] 59557.86747 -26818.97490
[90,] -43421.46506 59557.86747
[91,] -21890.47266 -43421.46506
[92,] -22431.93445 -21890.47266
[93,] -25084.91570 -22431.93445
[94,] -46068.99932 -25084.91570
[95,] -45830.28009 -46068.99932
[96,] -47738.94494 -45830.28009
[97,] -40295.75770 -47738.94494
[98,] -41676.67164 -40295.75770
[99,] -45589.19061 -41676.67164
[100,] -39750.18103 -45589.19061
[101,] -50876.66268 -39750.18103
[102,] 263550.49466 -50876.66268
[103,] 1578282.07571 263550.49466
[104,] 234561.10141 1578282.07571
[105,] 259273.82647 234561.10141
[106,] 296831.53219 259273.82647
[107,] 145953.31889 296831.53219
[108,] 256598.82544 145953.31889
[109,] 26220.21231 256598.82544
[110,] 17534.81127 26220.21231
[111,] -40841.31125 17534.81127
[112,] -34827.73757 -40841.31125
[113,] -20469.06966 -34827.73757
[114,] -23295.11129 -20469.06966
[115,] -30192.19198 -23295.11129
[116,] -44743.70650 -30192.19198
[117,] -43092.68059 -44743.70650
[118,] 21520.04323 -43092.68059
[119,] -16149.01550 21520.04323
[120,] -18840.82230 -16149.01550
[121,] -25023.22218 -18840.82230
[122,] -46373.11245 -25023.22218
[123,] 267297.67551 -46373.11245
[124,] 259459.16491 267297.67551
[125,] 276129.02732 259459.16491
[126,] 256952.66276 276129.02732
[127,] 17535.20163 256952.66276
[128,] -43091.41039 17535.20163
[129,] -23760.30674 -43091.41039
[130,] -25830.88212 -23760.30674
[131,] 11023.97240 -25830.88212
[132,] -1790.67677 11023.97240
[133,] -42862.24687 -1790.67677
[134,] 8406.62905 -42862.24687
[135,] -32635.48870 8406.62905
[136,] -17074.75935 -32635.48870
[137,] -20840.87838 -17074.75935
[138,] -51998.66225 -20840.87838
[139,] 7358.61218 -51998.66225
[140,] -6469.59332 7358.61218
[141,] 4784.50947 -6469.59332
[142,] -1614.61640 4784.50947
[143,] -42856.76166 -1614.61640
[144,] -19210.45639 -42856.76166
[145,] -16884.58599 -19210.45639
[146,] -20142.44158 -16884.58599
[147,] -25765.65290 -20142.44158
[148,] -21454.18416 -25765.65290
[149,] -17664.24751 -21454.18416
[150,] -21307.56737 -17664.24751
[151,] -45680.30928 -21307.56737
[152,] -47717.49487 -45680.30928
[153,] -51902.30965 -47717.49487
[154,] 3374.53240 -51902.30965
[155,] 1763.21884 3374.53240
[156,] -1423.95701 1763.21884
[157,] -28478.96027 -1423.95701
[158,] -40378.23179 -28478.96027
[159,] -16968.67751 -40378.23179
[160,] -9262.29181 -16968.67751
[161,] -17092.77102 -9262.29181
[162,] -3064.03770 -17092.77102
[163,] 9783.20902 -3064.03770
[164,] -29439.09896 9783.20902
[165,] -26386.56629 -29439.09896
[166,] -13746.69660 -26386.56629
[167,] -9528.76052 -13746.69660
[168,] -17052.98187 -9528.76052
[169,] -19895.61527 -17052.98187
[170,] -21533.35059 -19895.61527
[171,] -16607.22138 -21533.35059
[172,] -47669.86262 -16607.22138
[173,] -49638.23526 -47669.86262
[174,] 7497.53171 -49638.23526
[175,] -42855.27695 7497.53171
[176,] 46019.30092 -42855.27695
[177,] -13927.67182 46019.30092
[178,] -14301.84712 -13927.67182
[179,] -22857.67343 -14301.84712
[180,] -16999.40523 -22857.67343
[181,] -8982.27827 -16999.40523
[182,] -21287.94074 -8982.27827
[183,] -21077.85285 -21287.94074
[184,] -49967.90729 -21077.85285
[185,] -51653.75996 -49967.90729
[186,] 53849.13278 -51653.75996
[187,] -13686.71760 53849.13278
[188,] -568.86924 -13686.71760
[189,] -42949.97113 -568.86924
[190,] 36951.88741 -42949.97113
[191,] -17000.47324 36951.88741
[192,] -21000.20437 -17000.47324
[193,] -52846.21767 -21000.20437
[194,] 35864.33697 -52846.21767
[195,] 20118.71466 35864.33697
[196,] -2285.13861 20118.71466
[197,] -36570.40600 -2285.13861
[198,] -41312.83589 -36570.40600
[199,] -17705.34678 -41312.83589
[200,] -38598.28489 -17705.34678
[201,] -40110.45165 -38598.28489
[202,] -40955.03596 -40110.45165
[203,] -9682.80271 -40955.03596
[204,] -38969.08454 -9682.80271
[205,] -40220.50699 -38969.08454
[206,] -40360.58797 -40220.50699
[207,] -14752.28345 -40360.58797
[208,] -4726.87087 -14752.28345
[209,] -14249.55998 -4726.87087
[210,] -16948.76746 -14249.55998
[211,] -22877.23943 -16948.76746
[212,] -22218.57668 -22877.23943
[213,] -22276.40091 -22218.57668
[214,] -9534.74369 -22276.40091
[215,] -14394.14436 -9534.74369
[216,] -37862.76577 -14394.14436
[217,] -52413.02865 -37862.76577
[218,] -40014.96792 -52413.02865
[219,] -36110.44505 -40014.96792
[220,] -41419.03955 -36110.44505
[221,] -47364.78119 -41419.03955
[222,] 7605.33554 -47364.78119
[223,] 8668.13178 7605.33554
[224,] -5822.17609 8668.13178
[225,] -2005.61041 -5822.17609
[226,] -42880.12317 -2005.61041
[227,] -12420.58182 -42880.12317
[228,] 875.12824 -12420.58182
[229,] -14834.04084 875.12824
[230,] -17049.21581 -14834.04084
[231,] -20683.26515 -17049.21581
[232,] -28860.97728 -20683.26515
[233,] -14097.61248 -28860.97728
[234,] -21320.52641 -14097.61248
[235,] -52250.44696 -21320.52641
[236,] 7503.82484 -52250.44696
[237,] -519.29718 7503.82484
[238,] -38847.13662 -519.29718
[239,] -40375.85429 -38847.13662
[240,] -16988.16168 -40375.85429
[241,] -21443.65881 -16988.16168
[242,] 7506.65994 -21443.65881
[243,] -42860.75121 7506.65994
[244,] 26720.45761 -42860.75121
[245,] -10636.06753 26720.45761
[246,] 27266.74849 -10636.06753
[247,] -48.35322 27266.74849
[248,] -21346.40406 -48.35322
[249,] -11896.90698 -21346.40406
[250,] -26072.27190 -11896.90698
[251,] -16953.87651 -26072.27190
[252,] -22327.30894 -16953.87651
[253,] -21124.00517 -22327.30894
[254,] -51454.62861 -21124.00517
[255,] -41500.82378 -51454.62861
[256,] 7496.04202 -41500.82378
[257,] -40829.95487 7496.04202
[258,] -40277.42158 -40829.95487
[259,] -38677.50926 -40277.42158
[260,] -42711.55277 -38677.50926
[261,] -40434.08000 -42711.55277
[262,] -41617.33684 -40434.08000
[263,] -41250.76601 -41617.33684
[264,] -41145.04931 -41250.76601
[265,] -40392.02544 -41145.04931
[266,] -40297.11876 -40392.02544
[267,] -40432.50499 -40297.11876
[268,] -18730.82007 -40432.50499
[269,] 67319.62812 -18730.82007
[270,] -15880.39341 67319.62812
[271,] -17156.18356 -15880.39341
[272,] -10261.07682 -17156.18356
[273,] 25974.29917 -10261.07682
[274,] -69824.25556 25974.29917
[275,] -20729.18186 -69824.25556
[276,] -51869.15736 -20729.18186
[277,] 11189.92399 -51869.15736
[278,] -1102.37815 11189.92399
[279,] -1565.24459 -1102.37815
[280,] 5302.40713 -1565.24459
[281,] -35696.84169 5302.40713
[282,] -40366.36821 -35696.84169
[283,] -17257.22533 -40366.36821
[284,] 48251.99514 -17257.22533
[285,] -16350.57118 48251.99514
[286,] -16253.85723 -16350.57118
[287,] -16354.97962 -16253.85723
[288,] -17259.80889 -16354.97962
[289,] -5990.68620 -17259.80889
[290,] -7967.47203 -5990.68620
[291,] -21490.05195 -7967.47203
[292,] 7499.65613 -21490.05195
[293,] 17139.70425 7499.65613
[294,] -38952.49878 17139.70425
[295,] -39678.92260 -38952.49878
[296,] -40443.38125 -39678.92260
[297,] -38991.37094 -40443.38125
[298,] -38798.55385 -38991.37094
[299,] 54721.50152 -38798.55385
[300,] -40949.73133 54721.50152
[301,] -40429.69329 -40949.73133
[302,] -24224.58157 -40429.69329
[303,] -9283.26261 -24224.58157
[304,] -15524.91192 -9283.26261
[305,] 1148.75359 -15524.91192
[306,] -17187.80310 1148.75359
[307,] -9579.56736 -17187.80310
[308,] -20625.32555 -9579.56736
[309,] 113510.68869 -20625.32555
[310,] 82259.69522 113510.68869
[311,] -51949.74488 82259.69522
[312,] -51078.81527 -51949.74488
[313,] -53513.58493 -51078.81527
[314,] 7495.09493 -53513.58493
[315,] -9614.95895 7495.09493
[316,] -36998.86639 -9614.95895
[317,] -40383.79695 -36998.86639
[318,] -10685.54208 -40383.79695
[319,] -8055.23967 -10685.54208
[320,] -16999.76338 -8055.23967
[321,] -10912.21228 -16999.76338
[322,] -49574.95005 -10912.21228
[323,] -52967.26681 -49574.95005
[324,] 37835.79712 -52967.26681
[325,] -2953.04928 37835.79712
[326,] -39328.06989 -2953.04928
[327,] -40162.45379 -39328.06989
[328,] -47679.30493 -40162.45379
[329,] -40345.85452 -47679.30493
[330,] -17873.95821 -40345.85452
[331,] -17087.38621 -17873.95821
[332,] -21424.03173 -17087.38621
[333,] -50170.40827 -21424.03173
[334,] 18506.16800 -50170.40827
[335,] -1407.54517 18506.16800
[336,] -42884.32771 -1407.54517
[337,] -17027.26850 -42884.32771
[338,] -17358.91390 -17027.26850
[339,] -42465.20732 -17358.91390
[340,] -49191.32261 -42465.20732
[341,] -52706.05608 -49191.32261
[342,] -52399.00054 -52706.05608
[343,] -50761.21556 -52399.00054
[344,] -39586.04746 -50761.21556
[345,] -43719.58465 -39586.04746
[346,] -53058.85647 -43719.58465
[347,] -51146.57851 -53058.85647
[348,] 14958.57357 -51146.57851
[349,] 52147.04213 14958.57357
[350,] -4012.18593 52147.04213
[351,] 610.95649 -4012.18593
[352,] 18211.47877 610.95649
[353,] 899.49037 18211.47877
[354,] 38058.13734 899.49037
[355,] 28425.29729 38058.13734
[356,] 37424.53215 28425.29729
[357,] -3143.89891 37424.53215
[358,] -994.51897 -3143.89891
[359,] -39707.04202 -994.51897
[360,] -39573.23068 -39707.04202
[361,] -37838.50594 -39573.23068
[362,] -39636.06178 -37838.50594
[363,] -40458.38440 -39636.06178
[364,] -40969.50230 -40458.38440
[365,] -39449.80800 -40969.50230
[366,] -40340.98116 -39449.80800
[367,] -17035.73919 -40340.98116
[368,] -21466.55339 -17035.73919
[369,] 7494.40813 -21466.55339
[370,] -35040.90494 7494.40813
[371,] -40625.71509 -35040.90494
[372,] -40309.54313 -40625.71509
[373,] -17047.24691 -40309.54313
[374,] -21439.99830 -17047.24691
[375,] 6479.23130 -21439.99830
[376,] 40559.77486 6479.23130
[377,] 46349.40689 40559.77486
[378,] 27079.60963 46349.40689
[379,] -8345.40199 27079.60963
[380,] 64374.71861 -8345.40199
[381,] -728.90531 64374.71861
[382,] -1507.52730 -728.90531
[383,] -1461.93879 -1507.52730
[384,] 25469.81413 -1461.93879
[385,] 37416.92062 25469.81413
[386,] 67631.12268 37416.92062
[387,] 314.21187 67631.12268
[388,] -1522.53307 314.21187
[389,] -42907.33711 -1522.53307
[390,] -27343.09452 -42907.33711
[391,] -12813.88312 -27343.09452
[392,] -16324.54732 -12813.88312
[393,] 10583.70460 -16324.54732
[394,] -23348.28738 10583.70460
[395,] 101553.74211 -23348.28738
[396,] -16925.06079 101553.74211
[397,] -18429.04672 -16925.06079
[398,] -19083.28176 -18429.04672
[399,] 163320.86876 -19083.28176
[400,] -19815.25031 163320.86876
[401,] -23788.13724 -19815.25031
[402,] -58835.60030 -23788.13724
[403,] -21234.25979 -58835.60030
[404,] -50323.72166 -21234.25979
[405,] -50051.89743 -50323.72166
[406,] 3562.84132 -50051.89743
[407,] -1388.63677 3562.84132
[408,] 33089.10437 -1388.63677
[409,] -3058.39376 33089.10437
[410,] 15388.11982 -3058.39376
[411,] 72826.64188 15388.11982
[412,] 179.52151 72826.64188
[413,] -2839.08546 179.52151
[414,] -1553.85198 -2839.08546
[415,] 4026.25476 -1553.85198
[416,] -3363.22032 4026.25476
[417,] 38736.49310 -3363.22032
[418,] 37995.21619 38736.49310
[419,] -2675.89132 37995.21619
[420,] -42342.84306 -2675.89132
[421,] -40138.29311 -42342.84306
[422,] -40476.12267 -40138.29311
[423,] -40845.27404 -40476.12267
[424,] -40542.84185 -40845.27404
[425,] -40358.05058 -40542.84185
[426,] -40235.90951 -40358.05058
[427,] -40418.50850 -40235.90951
[428,] -19498.20932 -40418.50850
[429,] -16882.14474 -19498.20932
[430,] -2053.10198 -16882.14474
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 -32152.42206 -41397.85532
2 -38574.25939 -32152.42206
3 -35499.16935 -38574.25939
4 -35633.16404 -35499.16935
5 -42584.11511 -35633.16404
6 -41457.35194 -42584.11511
7 -39906.37242 -41457.35194
8 -39535.55271 -39906.37242
9 -39804.79856 -39535.55271
10 -35423.03451 -39804.79856
11 -34502.02605 -35423.03451
12 -43096.68105 -34502.02605
13 -22325.97826 -43096.68105
14 -25360.53912 -22325.97826
15 -26099.04367 -25360.53912
16 -24477.94971 -26099.04367
17 -24161.42920 -24477.94971
18 -24316.27212 -24161.42920
19 -24630.91034 -24316.27212
20 -25073.30631 -24630.91034
21 -46895.85716 -25073.30631
22 394402.77345 -46895.85716
23 319400.77652 394402.77345
24 255397.65285 319400.77652
25 262324.05408 255397.65285
26 374855.31196 262324.05408
27 256585.49518 374855.31196
28 29642.20343 256585.49518
29 15333.78628 29642.20343
30 17534.71356 15333.78628
31 -40778.32474 17534.71356
32 -26711.92725 -40778.32474
33 -38688.04034 -26711.92725
34 -40927.70619 -38688.04034
35 -38616.36570 -40927.70619
36 -44422.33489 -38616.36570
37 4741.88689 -44422.33489
38 -33977.64053 4741.88689
39 -27585.55739 -33977.64053
40 -40204.06214 -27585.55739
41 -33484.61608 -40204.06214
42 -43098.78070 -33484.61608
43 -26820.54122 -43098.78070
44 -25485.46813 -26820.54122
45 -25102.03227 -25485.46813
46 -45426.76260 -25102.03227
47 -43438.03531 -45426.76260
48 -41194.48366 -43438.03531
49 -31411.76089 -41194.48366
50 -43821.23451 -31411.76089
51 -47796.01473 -43821.23451
52 -33821.56951 -47796.01473
53 -12523.27034 -33821.56951
54 -16245.38865 -12523.27034
55 -44017.99956 -16245.38865
56 -49268.46308 -44017.99956
57 -44542.60454 -49268.46308
58 269927.37023 -44542.60454
59 39851.36266 269927.37023
60 -5870.60226 39851.36266
61 133560.05198 -5870.60226
62 -25564.85624 133560.05198
63 55726.15704 -25564.85624
64 50359.69324 55726.15704
65 35251.26893 50359.69324
66 52395.97354 35251.26893
67 17537.94444 52395.97354
68 -1270.74574 17537.94444
69 -43039.25347 -1270.74574
70 127183.62523 -43039.25347
71 -43097.92398 127183.62523
72 -20961.19686 -43097.92398
73 -23403.05424 -20961.19686
74 -22130.61521 -23403.05424
75 -24716.89345 -22130.61521
76 -36983.80722 -24716.89345
77 103106.87586 -36983.80722
78 -20032.44129 103106.87586
79 -25116.36878 -20032.44129
80 307975.33025 -25116.36878
81 256713.28618 307975.33025
82 17534.63440 256713.28618
83 -39466.21178 17534.63440
84 -29649.54931 -39466.21178
85 -42814.67540 -29649.54931
86 -37405.96750 -42814.67540
87 -43091.19730 -37405.96750
88 -26818.97490 -43091.19730
89 59557.86747 -26818.97490
90 -43421.46506 59557.86747
91 -21890.47266 -43421.46506
92 -22431.93445 -21890.47266
93 -25084.91570 -22431.93445
94 -46068.99932 -25084.91570
95 -45830.28009 -46068.99932
96 -47738.94494 -45830.28009
97 -40295.75770 -47738.94494
98 -41676.67164 -40295.75770
99 -45589.19061 -41676.67164
100 -39750.18103 -45589.19061
101 -50876.66268 -39750.18103
102 263550.49466 -50876.66268
103 1578282.07571 263550.49466
104 234561.10141 1578282.07571
105 259273.82647 234561.10141
106 296831.53219 259273.82647
107 145953.31889 296831.53219
108 256598.82544 145953.31889
109 26220.21231 256598.82544
110 17534.81127 26220.21231
111 -40841.31125 17534.81127
112 -34827.73757 -40841.31125
113 -20469.06966 -34827.73757
114 -23295.11129 -20469.06966
115 -30192.19198 -23295.11129
116 -44743.70650 -30192.19198
117 -43092.68059 -44743.70650
118 21520.04323 -43092.68059
119 -16149.01550 21520.04323
120 -18840.82230 -16149.01550
121 -25023.22218 -18840.82230
122 -46373.11245 -25023.22218
123 267297.67551 -46373.11245
124 259459.16491 267297.67551
125 276129.02732 259459.16491
126 256952.66276 276129.02732
127 17535.20163 256952.66276
128 -43091.41039 17535.20163
129 -23760.30674 -43091.41039
130 -25830.88212 -23760.30674
131 11023.97240 -25830.88212
132 -1790.67677 11023.97240
133 -42862.24687 -1790.67677
134 8406.62905 -42862.24687
135 -32635.48870 8406.62905
136 -17074.75935 -32635.48870
137 -20840.87838 -17074.75935
138 -51998.66225 -20840.87838
139 7358.61218 -51998.66225
140 -6469.59332 7358.61218
141 4784.50947 -6469.59332
142 -1614.61640 4784.50947
143 -42856.76166 -1614.61640
144 -19210.45639 -42856.76166
145 -16884.58599 -19210.45639
146 -20142.44158 -16884.58599
147 -25765.65290 -20142.44158
148 -21454.18416 -25765.65290
149 -17664.24751 -21454.18416
150 -21307.56737 -17664.24751
151 -45680.30928 -21307.56737
152 -47717.49487 -45680.30928
153 -51902.30965 -47717.49487
154 3374.53240 -51902.30965
155 1763.21884 3374.53240
156 -1423.95701 1763.21884
157 -28478.96027 -1423.95701
158 -40378.23179 -28478.96027
159 -16968.67751 -40378.23179
160 -9262.29181 -16968.67751
161 -17092.77102 -9262.29181
162 -3064.03770 -17092.77102
163 9783.20902 -3064.03770
164 -29439.09896 9783.20902
165 -26386.56629 -29439.09896
166 -13746.69660 -26386.56629
167 -9528.76052 -13746.69660
168 -17052.98187 -9528.76052
169 -19895.61527 -17052.98187
170 -21533.35059 -19895.61527
171 -16607.22138 -21533.35059
172 -47669.86262 -16607.22138
173 -49638.23526 -47669.86262
174 7497.53171 -49638.23526
175 -42855.27695 7497.53171
176 46019.30092 -42855.27695
177 -13927.67182 46019.30092
178 -14301.84712 -13927.67182
179 -22857.67343 -14301.84712
180 -16999.40523 -22857.67343
181 -8982.27827 -16999.40523
182 -21287.94074 -8982.27827
183 -21077.85285 -21287.94074
184 -49967.90729 -21077.85285
185 -51653.75996 -49967.90729
186 53849.13278 -51653.75996
187 -13686.71760 53849.13278
188 -568.86924 -13686.71760
189 -42949.97113 -568.86924
190 36951.88741 -42949.97113
191 -17000.47324 36951.88741
192 -21000.20437 -17000.47324
193 -52846.21767 -21000.20437
194 35864.33697 -52846.21767
195 20118.71466 35864.33697
196 -2285.13861 20118.71466
197 -36570.40600 -2285.13861
198 -41312.83589 -36570.40600
199 -17705.34678 -41312.83589
200 -38598.28489 -17705.34678
201 -40110.45165 -38598.28489
202 -40955.03596 -40110.45165
203 -9682.80271 -40955.03596
204 -38969.08454 -9682.80271
205 -40220.50699 -38969.08454
206 -40360.58797 -40220.50699
207 -14752.28345 -40360.58797
208 -4726.87087 -14752.28345
209 -14249.55998 -4726.87087
210 -16948.76746 -14249.55998
211 -22877.23943 -16948.76746
212 -22218.57668 -22877.23943
213 -22276.40091 -22218.57668
214 -9534.74369 -22276.40091
215 -14394.14436 -9534.74369
216 -37862.76577 -14394.14436
217 -52413.02865 -37862.76577
218 -40014.96792 -52413.02865
219 -36110.44505 -40014.96792
220 -41419.03955 -36110.44505
221 -47364.78119 -41419.03955
222 7605.33554 -47364.78119
223 8668.13178 7605.33554
224 -5822.17609 8668.13178
225 -2005.61041 -5822.17609
226 -42880.12317 -2005.61041
227 -12420.58182 -42880.12317
228 875.12824 -12420.58182
229 -14834.04084 875.12824
230 -17049.21581 -14834.04084
231 -20683.26515 -17049.21581
232 -28860.97728 -20683.26515
233 -14097.61248 -28860.97728
234 -21320.52641 -14097.61248
235 -52250.44696 -21320.52641
236 7503.82484 -52250.44696
237 -519.29718 7503.82484
238 -38847.13662 -519.29718
239 -40375.85429 -38847.13662
240 -16988.16168 -40375.85429
241 -21443.65881 -16988.16168
242 7506.65994 -21443.65881
243 -42860.75121 7506.65994
244 26720.45761 -42860.75121
245 -10636.06753 26720.45761
246 27266.74849 -10636.06753
247 -48.35322 27266.74849
248 -21346.40406 -48.35322
249 -11896.90698 -21346.40406
250 -26072.27190 -11896.90698
251 -16953.87651 -26072.27190
252 -22327.30894 -16953.87651
253 -21124.00517 -22327.30894
254 -51454.62861 -21124.00517
255 -41500.82378 -51454.62861
256 7496.04202 -41500.82378
257 -40829.95487 7496.04202
258 -40277.42158 -40829.95487
259 -38677.50926 -40277.42158
260 -42711.55277 -38677.50926
261 -40434.08000 -42711.55277
262 -41617.33684 -40434.08000
263 -41250.76601 -41617.33684
264 -41145.04931 -41250.76601
265 -40392.02544 -41145.04931
266 -40297.11876 -40392.02544
267 -40432.50499 -40297.11876
268 -18730.82007 -40432.50499
269 67319.62812 -18730.82007
270 -15880.39341 67319.62812
271 -17156.18356 -15880.39341
272 -10261.07682 -17156.18356
273 25974.29917 -10261.07682
274 -69824.25556 25974.29917
275 -20729.18186 -69824.25556
276 -51869.15736 -20729.18186
277 11189.92399 -51869.15736
278 -1102.37815 11189.92399
279 -1565.24459 -1102.37815
280 5302.40713 -1565.24459
281 -35696.84169 5302.40713
282 -40366.36821 -35696.84169
283 -17257.22533 -40366.36821
284 48251.99514 -17257.22533
285 -16350.57118 48251.99514
286 -16253.85723 -16350.57118
287 -16354.97962 -16253.85723
288 -17259.80889 -16354.97962
289 -5990.68620 -17259.80889
290 -7967.47203 -5990.68620
291 -21490.05195 -7967.47203
292 7499.65613 -21490.05195
293 17139.70425 7499.65613
294 -38952.49878 17139.70425
295 -39678.92260 -38952.49878
296 -40443.38125 -39678.92260
297 -38991.37094 -40443.38125
298 -38798.55385 -38991.37094
299 54721.50152 -38798.55385
300 -40949.73133 54721.50152
301 -40429.69329 -40949.73133
302 -24224.58157 -40429.69329
303 -9283.26261 -24224.58157
304 -15524.91192 -9283.26261
305 1148.75359 -15524.91192
306 -17187.80310 1148.75359
307 -9579.56736 -17187.80310
308 -20625.32555 -9579.56736
309 113510.68869 -20625.32555
310 82259.69522 113510.68869
311 -51949.74488 82259.69522
312 -51078.81527 -51949.74488
313 -53513.58493 -51078.81527
314 7495.09493 -53513.58493
315 -9614.95895 7495.09493
316 -36998.86639 -9614.95895
317 -40383.79695 -36998.86639
318 -10685.54208 -40383.79695
319 -8055.23967 -10685.54208
320 -16999.76338 -8055.23967
321 -10912.21228 -16999.76338
322 -49574.95005 -10912.21228
323 -52967.26681 -49574.95005
324 37835.79712 -52967.26681
325 -2953.04928 37835.79712
326 -39328.06989 -2953.04928
327 -40162.45379 -39328.06989
328 -47679.30493 -40162.45379
329 -40345.85452 -47679.30493
330 -17873.95821 -40345.85452
331 -17087.38621 -17873.95821
332 -21424.03173 -17087.38621
333 -50170.40827 -21424.03173
334 18506.16800 -50170.40827
335 -1407.54517 18506.16800
336 -42884.32771 -1407.54517
337 -17027.26850 -42884.32771
338 -17358.91390 -17027.26850
339 -42465.20732 -17358.91390
340 -49191.32261 -42465.20732
341 -52706.05608 -49191.32261
342 -52399.00054 -52706.05608
343 -50761.21556 -52399.00054
344 -39586.04746 -50761.21556
345 -43719.58465 -39586.04746
346 -53058.85647 -43719.58465
347 -51146.57851 -53058.85647
348 14958.57357 -51146.57851
349 52147.04213 14958.57357
350 -4012.18593 52147.04213
351 610.95649 -4012.18593
352 18211.47877 610.95649
353 899.49037 18211.47877
354 38058.13734 899.49037
355 28425.29729 38058.13734
356 37424.53215 28425.29729
357 -3143.89891 37424.53215
358 -994.51897 -3143.89891
359 -39707.04202 -994.51897
360 -39573.23068 -39707.04202
361 -37838.50594 -39573.23068
362 -39636.06178 -37838.50594
363 -40458.38440 -39636.06178
364 -40969.50230 -40458.38440
365 -39449.80800 -40969.50230
366 -40340.98116 -39449.80800
367 -17035.73919 -40340.98116
368 -21466.55339 -17035.73919
369 7494.40813 -21466.55339
370 -35040.90494 7494.40813
371 -40625.71509 -35040.90494
372 -40309.54313 -40625.71509
373 -17047.24691 -40309.54313
374 -21439.99830 -17047.24691
375 6479.23130 -21439.99830
376 40559.77486 6479.23130
377 46349.40689 40559.77486
378 27079.60963 46349.40689
379 -8345.40199 27079.60963
380 64374.71861 -8345.40199
381 -728.90531 64374.71861
382 -1507.52730 -728.90531
383 -1461.93879 -1507.52730
384 25469.81413 -1461.93879
385 37416.92062 25469.81413
386 67631.12268 37416.92062
387 314.21187 67631.12268
388 -1522.53307 314.21187
389 -42907.33711 -1522.53307
390 -27343.09452 -42907.33711
391 -12813.88312 -27343.09452
392 -16324.54732 -12813.88312
393 10583.70460 -16324.54732
394 -23348.28738 10583.70460
395 101553.74211 -23348.28738
396 -16925.06079 101553.74211
397 -18429.04672 -16925.06079
398 -19083.28176 -18429.04672
399 163320.86876 -19083.28176
400 -19815.25031 163320.86876
401 -23788.13724 -19815.25031
402 -58835.60030 -23788.13724
403 -21234.25979 -58835.60030
404 -50323.72166 -21234.25979
405 -50051.89743 -50323.72166
406 3562.84132 -50051.89743
407 -1388.63677 3562.84132
408 33089.10437 -1388.63677
409 -3058.39376 33089.10437
410 15388.11982 -3058.39376
411 72826.64188 15388.11982
412 179.52151 72826.64188
413 -2839.08546 179.52151
414 -1553.85198 -2839.08546
415 4026.25476 -1553.85198
416 -3363.22032 4026.25476
417 38736.49310 -3363.22032
418 37995.21619 38736.49310
419 -2675.89132 37995.21619
420 -42342.84306 -2675.89132
421 -40138.29311 -42342.84306
422 -40476.12267 -40138.29311
423 -40845.27404 -40476.12267
424 -40542.84185 -40845.27404
425 -40358.05058 -40542.84185
426 -40235.90951 -40358.05058
427 -40418.50850 -40235.90951
428 -19498.20932 -40418.50850
429 -16882.14474 -19498.20932
430 -2053.10198 -16882.14474
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/72ga01291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/82ga01291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/9dprl1291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/www/html/rcomp/tmp/106y8o1291404004.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/11rhou1291404004.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,mysum$coefficients[i,1])
+ a<-table.element(a, round(mysum$coefficients[i,2],6))
+ a<-table.element(a, round(mysum$coefficients[i,3],4))
+ a<-table.element(a, round(mysum$coefficients[i,4],6))
+ a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/12chni1291404004.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, sqrt(mysum$r.squared))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, mysum$r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, mysum$adj.r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[1])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[2])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[3])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, mysum$sigma)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, sum(myerror*myerror))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/13102b1291404004.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,x[i])
+ a<-table.element(a,x[i]-mysum$resid[i])
+ a<-table.element(a,mysum$resid[i])
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/14cs1e1291404004.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,gqarr[mypoint-kp3+1,1])
+ a<-table.element(a,gqarr[mypoint-kp3+1,2])
+ a<-table.element(a,gqarr[mypoint-kp3+1,3])
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/www/html/rcomp/tmp/158jz51291404004.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant1)
+ a<-table.element(a,numsignificant1/numgqtests)
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant5)
+ a<-table.element(a,numsignificant5/numgqtests)
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant10)
+ a<-table.element(a,numsignificant10/numgqtests)
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/www/html/rcomp/tmp/16t2xb1291404004.tab")
+ }
>
> try(system("convert tmp/16our1291404004.ps tmp/16our1291404004.png",intern=TRUE))
character(0)
> try(system("convert tmp/26our1291404004.ps tmp/26our1291404004.png",intern=TRUE))
character(0)
> try(system("convert tmp/3zxbu1291404004.ps tmp/3zxbu1291404004.png",intern=TRUE))
character(0)
> try(system("convert tmp/4zxbu1291404004.ps tmp/4zxbu1291404004.png",intern=TRUE))
character(0)
> try(system("convert tmp/5zxbu1291404004.ps tmp/5zxbu1291404004.png",intern=TRUE))
character(0)
> try(system("convert tmp/6aosf1291404004.ps tmp/6aosf1291404004.png",intern=TRUE))
character(0)
> try(system("convert tmp/72ga01291404004.ps tmp/72ga01291404004.png",intern=TRUE))
character(0)
> try(system("convert tmp/82ga01291404004.ps tmp/82ga01291404004.png",intern=TRUE))
character(0)
> try(system("convert tmp/9dprl1291404004.ps tmp/9dprl1291404004.png",intern=TRUE))
character(0)
> try(system("convert tmp/106y8o1291404004.ps tmp/106y8o1291404004.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
15.190 2.250 31.618