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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+ ,27284
+ ,-7170
+ ,429
+ ,-1151
+ ,-11
+ ,-366)
+ ,dim=c(10
+ ,431)
+ ,dimnames=list(c('groep'
+ ,'Costs'
+ ,'Trades'
+ ,'Orders'
+ ,'Dividends'
+ ,'Wealth'
+ ,'WRank'
+ ,'Profit/Trades'
+ ,'Profit/Cost'
+ ,'CCScore
')
+ ,1:431))
> y <- array(NA,dim=c(10,431),dimnames=list(c('groep','Costs','Trades','Orders','Dividends','Wealth','WRank','Profit/Trades','Profit/Cost','CCScore
'),1:431))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> 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 groep Costs Trades Orders Dividends Wealth WRank
1 56289 0 162556 1081 807 213118 6282154 1
2 28328 0 29790 309 444 81767 4321023 2
3 17936 0 87550 458 412 153198 4111912 3
4 4145 1 84738 588 428 -26007 223193 415
5 3040 0 54660 302 315 126942 1491348 6
6 2964 0 42634 156 168 157214 1629616 5
7 2865 1 40949 481 263 129352 1398893 9
8 2854 0 45187 353 267 234817 1926517 4
9 2167 0 37704 452 228 60448 983660 14
10 1974 0 16275 109 129 47818 1443586 7
11 1910 1 25830 115 104 245546 1073089 10
12 1871 1 12679 110 122 48020 984885 13
13 943 0 18014 239 393 -1710 1405225 8
14 929 1 43556 247 190 32648 227132 414
15 822 0 24811 505 280 95350 929118 15
16 819 1 6575 159 63 151352 1071292 11
17 769 1 7123 109 102 288170 638830 28
18 745 0 21950 519 265 114337 856956 17
19 652 0 37597 248 234 37884 992426 12
20 643 1 17821 373 277 122844 444477 46
21 601 0 12988 119 73 82340 857217 16
22 446 0 22330 84 67 79801 711969 20
23 436 1 13326 102 103 165548 702380 21
24 379 1 16189 295 290 116384 358589 89
25 305 1 7146 105 83 134028 297978 367
26 284 1 15824 64 56 63838 585715 30
27 247 0 27664 282 236 74996 657954 24
28 238 1 11920 182 73 31080 209458 419
29 223 1 8568 37 34 32168 786690 18
30 220 1 14416 361 139 49857 439798 48
31 217 0 3369 28 26 87161 688779 23
32 199 0 11819 85 70 106113 574339 31
33 195 0 6984 45 40 80570 741409 19
34 163 0 4519 49 42 102129 597793 29
35 154 1 2220 22 12 301670 644190 26
36 143 1 18562 155 211 102313 377934 72
37 135 1 10327 91 74 88577 640273 27
38 132 0 5336 81 80 112477 697458 22
39 120 0 2365 79 83 191778 550608 32
40 119 1 4069 145 131 79804 207393 420
41 108 1 8636 855 203 128294 301607 359
42 104 1 13718 61 56 96448 345783 100
43 101 1 4525 226 89 93811 501749 37
44 90 1 6869 105 88 117520 379983 68
45 85 1 4628 62 39 69159 387475 64
46 74 0 3689 25 25 101792 377305 74
47 73 0 4891 217 49 210568 370837 79
48 70 0 7489 322 149 136996 430866 50
49 67 1 4901 84 58 121920 469107 41
50 66 1 2284 33 41 76403 194493 423
51 66 0 3160 108 90 108094 530670 33
52 66 0 4150 150 136 134759 518365 35
53 59 0 7285 115 97 188873 491303 39
54 58 0 1134 162 63 146216 527021 34
55 58 0 4658 158 114 156608 233773 411
56 54 1 2384 97 77 61348 405972 58
57 53 1 3748 9 6 50350 652925 25
58 49 1 5371 66 47 87720 446211 45
59 49 1 1285 107 51 99489 341340 106
60 44 0 9327 101 85 87419 387699 63
61 39 0 5565 47 43 94355 493408 38
62 38 1 1528 38 32 60326 146494 426
63 38 0 3122 34 25 94670 414462 54
64 37 0 7561 87 77 82425 364304 86
65 36 1 2675 79 54 59017 355178 93
66 35 1 13253 947 251 90829 357760 90
67 34 1 880 74 15 80791 261216 399
68 33 0 2053 53 44 100423 397144 60
69 32 1 1424 94 73 131116 374943 77
70 32 0 4036 63 85 100269 424898 53
71 31 0 3045 58 49 27330 202055 422
72 31 1 5119 49 38 39039 378525 69
73 30 1 1431 34 35 106885 310768 330
74 30 1 554 11 9 79285 325738 125
75 30 1 1975 35 34 118881 394510 61
76 28 0 1765 20 20 77623 247060 404
77 26 1 1012 47 29 114768 368078 82
78 26 1 810 43 11 74015 236761 409
79 26 1 1280 117 52 69465 312378 326
80 25 0 666 171 13 117869 339836 108
81 25 1 1380 26 29 60982 347385 98
82 24 0 4677 75 66 90131 426280 52
83 24 1 876 59 33 138971 352850 96
84 23 1 814 18 15 39625 301881 358
85 23 1 514 15 15 102725 377516 73
86 22 0 5692 72 68 64239 357312 91
87 22 1 3642 86 100 90262 458343 42
88 22 1 540 14 13 103960 354228 94
89 20 1 2099 64 45 106611 308636 339
90 20 1 567 11 14 103345 386212 65
91 19 1 2001 52 36 95551 393343 62
92 18 0 2949 41 40 82903 378509 70
93 17 1 2253 99 68 63593 452469 43
94 16 0 6533 75 29 126910 364839 85
95 14 1 1889 45 43 37527 358649 88
96 14 0 3055 43 30 60247 376641 75
97 14 1 272 8 9 112995 429112 51
98 13 0 1414 198 22 70184 330546 119
99 13 1 2564 22 19 130140 403560 59
100 13 0 1383 11 9 73221 317892 151
101 13 0 1261 33 31 76114 307528 343
102 13 1 975 23 19 90534 235133 410
103 12 1 3366 80 55 108479 299243 362
104 12 1 576 18 8 113761 314073 313
105 11 1 1686 40 28 68696 368186 81
106 10 1 746 23 29 71561 269661 396
107 10 0 3192 60 48 59831 125390 427
108 10 0 2045 20 16 97890 510834 36
109 10 1 5702 61 47 101481 321896 138
110 10 0 1932 36 20 72954 249898 403
111 9 1 936 30 22 67939 408881 56
112 9 0 3437 47 33 48022 158492 425
113 9 1 5131 71 44 86111 292154 379
114 6 0 2397 14 13 74020 289513 385
115 6 0 1389 9 6 57530 378049 71
116 6 1 1503 39 35 56364 343466 104
117 5 1 402 26 8 84990 332743 115
118 5 1 2239 21 17 88590 442882 47
119 5 0 2234 16 11 77200 214215 418
120 4 1 837 69 21 61262 315688 165
121 4 1 10579 92 92 110309 375195 76
122 3 1 875 14 12 67000 334280 112
123 2 1 1585 107 112 93099 355864 92
124 2 0 1659 29 25 107577 480382 40
125 1 0 2647 37 17 62920 353058 95
126 1 0 3294 23 23 75832 217193 416
127 94 1 0 0 0 60720 315380 191
128 422 7 10 60793 314533 308 16362 1212
129 0 28 23 57935 318056 150 4216 280
130 7 0 0 60720 315380 197 0 1
131 25 60630 314353 309 14294 3340 0 1
132 0 55637 369448 80 2690 109 0 1
133 312846 60720 315380 196 0 1 43 3
134 312075 323 37615 2613 0 1 645 5
135 315009 329 22415 174 0 1 316 9
136 318903 299 12779 364 0 1 115 13
137 314887 145 9146 1037 0 1 5 2
138 314913 304 57443 24814 0 1 897 5
139 315380 303 22983 128 0 1 0 0
140 8965 188 0 1 389 14 8 58990
141 0 322 0 1 0 0 0 60720
142 0 1 1002 15 11 56750 298568 364
143 0 1 36 3 4 60894 315834 162
144 0 1 460 15 15 63346 329784 122
145 0 1 309 11 9 56535 312878 322
146 9 1 0 0 0 60720 315380 203
147 271 6 7 60835 314987 300 19165 12458
148 14 2 2 60720 325249 129 62625 463
149 520 1 0 61016 315877 161 115877 8041
150 1766 10 7 58650 291650 383 9165 176
151 0 73 46 60438 305959 349 1451 60
152 7 0 5 60720 315380 208 0 1
153 2 58625 297765 368 8888 213 0 1
154 0 60938 315245 297 38415 5674 0 1
155 315380 60720 315380 217 0 1 0 0
156 57618 219 0 1 98 2 2 61490
157 19489 1179 0 1 405 7 5 60845
158 0 337 0 1 0 0 0 60720
159 0 1 0 0 0 60720 315380 212
160 0 0 0 60720 315380 207 0 1
161 306268 60720 315380 218 0 1 483 27
162 302187 348 3936 220 0 1 454 51
163 314882 357 2004 225 0 1 47 3
164 315380 305 38294 2432 0 1 0 0
165 9616 193 0 1 757 19 18 45689
166 360 242 0 1 4655 393 55 60720
167 0 30 0 1 0 0 0 60720
168 36 1 0 0 0 60720 315380 211
169 0 4 3 61564 312412 325 28103 3146
170 9 0 0 60720 315380 189 0 1
171 0 61938 309596 334 12177 541 0 1
172 315547 60720 315380 205 0 1 126 10
173 313267 171 11555 921 0 1 400 152
174 316176 319 745 283 0 0 71 1
175 315380 159 116176 1646 0 1 0 0
176 0 209 0 1 0 0 0 60720
177 0 1 972 34 19 71642 359335 87
178 0 0 531 10 11 71641 330068 120
179 0 1 2461 57 25 55792 314289 310
180 0 0 378 52 16 71873 297413 369
181 0 0 23 5 5 62555 314806 306
182 0 0 638 14 11 60370 333210 114
183 0 0 2300 29 23 64873 352108 97
184 0 1 149 5 6 62041 313332 318
185 0 1 226 5 5 65745 291787 382
186 275 1 0 0 0 60720 315380 184
187 0 4 7 59500 318745 146 29686 431
188 7 0 0 60720 315380 179 0 1
189 0 61630 315366 295 19228 819 0 1
190 315688 60720 315380 186 0 1 28 2
191 315380 166 57844 4148 0 0 0 0
192 2304 263 0 0 4980 91 89 113521
193 0 42 0 0 0 0 0 60720
194 472 0 0 0 0 60720 315380 261
195 0 20 19 80045 269587 397 3479 148
196 0 0 0 60720 315380 243 0 0
197 315380 60720 315380 250 0 0 0 0
198 3739 247 0 0 203 27 12 50804
199 7381 498 0 0 496 17 12 87390
200 58077 253 0 0 10 2 5 61656
201 29643 11639 0 0 63 4 2 65688
202 0 1891 0 0 0 0 0 60720
203 0 0 1136 32 26 48522 343613 103
204 1 0 265 31 3 60720 306948 346
205 0 0 0 0 60720 315380 210 0
206 57640 0 60720 315380 206 0 1 267
207 61977 330059 121 4064 487 0 1 474
208 62620 288985 386 4449 188 0 1 534
209 60720 304485 351 14926 196 0 1 0
210 164 315380 201 0 1 15 8 6
211 152 14461 7687 0 1 397 28 7
212 199 4205 297 0 1 0 0 2
213 66 0 1 1866 29 28 56225 322331
214 335 0 1 288 4 3 60510 296656
215 1 0 1 0 0 0 60720 315380
216 1 3 2 1 60698 315354 296 57677
217 1 468 21 20 60720 312161 328 5341
218 1 20 2 1 60805 315576 169 57788
219 1 278 26 22 61404 314922 302 4420
220 1 61 14 9 60720 314551 307 8182
221 4 0 0 0 60720 315380 215 0
222 0 2 65276 312339 327 28085 586 0
223 63915 0 60720 315380 214 0 1 317
224 60720 298700 363 10967 311 0 1 738
225 60720 321376 139 12138 164 0 1 0
226 355 315380 216 0 1 368 17 13
227 204 6072 281 0 1 0 0 0
228 52257 0 1 2 1 0 60743 315487
229 1 0 1 0 0 0 60720 315380
230 1 53 6 6 60349 315793 163 19299
231 0 0 0 0 60720 315380 195 0
232 60720 0 60720 315380 194 0 1 0
233 321 315380 200 0 1 94 3 3
234 237 37629 1200 0 1 0 0 0
235 4772 0 1 24 8 7 59818 315637
236 53 0 1 2332 4 2 72680 324385
237 0 0 0 0 0 0 60720 315380
238 11 0 0 0 60720 315380 233 0
239 0 15 61808 308989 338 9908 834 0
240 60720 0 60720 315380 260 0 0 0
241 372 315380 234 0 1 206 9 9
242 240 10745 469 0 0 0 0 0
243 642 0 1 167 2 1 64245 307322
244 168 0 1 622 73 38 73007 304376
245 23 0 1 2328 94 57 82732 253588
246 1 0 1 0 0 0 60720 315380
247 1 365 8 7 54820 309560 335 13695
248 0 364 35 26 47705 298466 365 2813
249 0 0 0 0 60720 315380 239 0
250 60720 0 60720 315380 235 0 0 0
251 283 315380 262 0 0 0 0 0
252 636 0 1 226 12 13 72835 343929
253 430 0 1 307 15 10 58856 331955
254 1 0 0 0 0 0 60720 315380
255 0 0 0 0 60720 315380 281 0
256 77655 0 60720 315380 282 0 1 188
257 60720 381180 67 16471 964 0 0 0
258 117 315380 221 0 1 138 6 26
259 286 21903 954 0 0 0 0 0
260 0 0 0 0 0 0 60720 315380
261 12 0 0 0 60720 315380 265 0
262 0 19 60798 310201 332 9183 883 0
263 62452 0 60720 315380 284 0 1 282
264 64175 320016 141 4001 425 0 1 335
265 60720 320398 140 3648 359 0 1 0
266 381 315380 232 0 0 1324 117 29
267 331 785 69 0 1 176 28 8
268 256 3952 629 0 0 0 0 0
269 1 0 1 0 0 0 60720 315380
270 1 249 72 26 56726 313491 317 1576
271 13 0 0 0 60720 315380 242 0
272 0 9 70811 331323 118 10102 394 0
273 60720 0 60720 315380 241 0 0 601
274 62045 319210 144 19868 198 0 1 30
275 60720 318098 149 29525 3912 0 0 0
276 378 315380 254 0 1 249 62 13
277 258 1496 373 0 0 0 0 0
278 759 0 1 165 24 12 62841 325176
279 366 0 1 453 21 19 81125 365959
280 1 0 1 0 0 0 60720 315380
281 0 53 14 10 59506 302409 356 7315
282 1 382 21 9 59365 340968 107 6713
283 0 0 0 0 60720 315380 229 0
284 60720 0 60720 315380 230 0 1 0
285 223 315380 224 0 1 0 0 9
286 3808 0 0 30 4 4 60798 313164
287 348 0 1 290 2 1 58790 301164
288 0 0 1 0 0 1 60720 315380
289 53 0 0 0 60720 315380 231 0
290 9 14 61808 344425 101 2725 394 0
291 0 12 60735 315394 174 12822 63057 0
292 64016 0 60720 315380 222 0 0 209
293 54683 316647 157 8973 558 0 1 384
294 60720 309836 333 4993 286 0 0 0
295 244 315380 227 0 0 0 0 0
296 402 0 1 365 83 32 87192 346611
297 0 0 0 0 0 0 60720 315380
298 1 49 8 14 64107 322031 137 15254
299 1 3 4 8 60761 315656 167 28914
300 1 133 14 4 65990 339445 109 9960
301 1 32 1 0 59988 314964 301 114964
302 1 368 17 20 61167 297141 370 5714
303 1 1 6 5 60719 315372 293 19229
304 0 0 0 0 60720 315380 274 0
305 60720 0 60720 315380 246 0 1 0
306 185 315380 177 0 1 0 0 0
307 1 0 0 0 0 0 60720 315380
308 2 0 0 0 60720 315380 273 0
309 0 1 60722 312502 324 56251 5154 0
310 60720 0 60720 315380 252 0 0 0
311 253 315380 249 0 1 0 0 0
312 1 0 1 0 0 0 60720 315380
313 0 0 0 0 60720 315380 278 0
314 60720 0 60720 315380 275 0 1 0
315 316 315380 276 0 1 96 5 4
316 175 22746 1188 0 1 1 2 1
317 294 57694 117743 0 1 314 5 4
318 375 23074 367 0 1 844 78 20
319 180 1233 114 0 1 0 0 0
320 4328 0 1 26 1 1 60896 313880
321 944 0 1 125 13 10 59734 317698
322 314 0 1 304 15 12 62969 295580
323 1 0 1 0 0 0 60720 315380
324 0 0 0 0 60720 315380 183 0
325 60720 0 60720 315380 182 0 1 621
326 60720 308256 341 2255 174 0 1 0
327 354 315380 181 0 1 119 6 3
328 178 17280 872 0 1 0 0 0
329 1 0 1 0 0 0 60720 315380
330 1 1595 17 10 60720 319369 143 7022
331 1 312 14 3 58598 318690 147 8478
332 1 60 10 7 61124 314049 314 11405
333 1 587 12 10 59595 325699 126 10475
334 1 135 2 1 62065 314210 311 57105
335 0 0 0 0 60720 315380 272 0
336 78780 0 60720 315380 269 0 1 514
337 60720 322378 133 2353 238 0 1 0
338 251 315380 279 0 1 0 0 0
339 1 0 1 0 0 0 60720 315380
340 1 1 4 4 60722 315398 173 28849
341 0 0 0 0 60720 315380 268 0
342 61600 0 60720 315380 289 0 0 1763
343 59635 308336 340 4514 61 0 1 180
344 60720 316386 158 10581 647 0 1 0
345 248 315380 287 0 1 0 0 0
346 1 0 1 0 0 0 60720 315380
347 21 0 0 0 60720 315380 292 0
348 0 7 60720 315553 170 5503 531 0
349 59781 0 60720 315380 290 0 1 448
350 76644 323361 132 3084 275 0 1 227
351 64820 336639 110 15182 603 0 1 174
352 60720 307424 344 107424 618 0 1 0
353 280 315380 266 0 1 0 0 0
354 788 0 1 121 24 11 56178 295370
355 201 0 1 607 11 7 60436 322340
356 54 0 1 2212 14 10 60720 319864
357 1 0 1 0 0 0 60720 315380
358 60 0 0 0 60720 315380 264 0
359 80 18 73433 317291 155 1955 221 0
360 0 14 41477 280398 390 1005 141 0
361 62700 0 60720 315380 267 0 1 78
362 67804 317330 154 7333 1511 0 1 2489
363 59661 238125 408 953 15 0 1 131
364 58620 327071 123 21179 969 0 1 923
365 60398 309038 337 13630 118 0 1 72
366 58580 314210 312 38070 1591 0 1 572
367 62710 307930 342 6746 189 -1 1 397
368 59325 322327 136 12233 308 -1 1 450
369 60950 292136 380 11517 205 -1 1 622
370 68060 263276 398 9039 102 -2 1 694
371 83620 367655 83 20957 241 -2 0 3425
372 58456 283910 388 6993 25 -3 1 562
373 52811 283587 389 6430 149 -3 1 4917
374 121173 243650 406 1039 9 -3 0 1442
375 63870 438493 49 2021 165 -3 1 529
376 21001 296261 374 10696 182 -3 0 2126
377 70415 230621 413 222 14 -3 1 1061
378 64230 304252 353 20850 98 -4 1 776
379 59190 333505 113 14834 172 -4 1 611
380 69351 296919 371 12115 159 -4 0 1526
381 64270 278990 391 3160 52 -4 1 592
382 70694 276898 392 10985 130 -4 1 1182
383 68005 327007 124 9770 107 -5 1 621
384 58930 317046 156 7315 188 -5 1 989
385 58320 304555 350 9505 106 -5 1 438
386 69980 298096 366 8918 224 -5 1 726
387 69863 231861 412 10620 44 -5 1 1303
388 63255 309422 336 1794 84 -5 0 7419
389 57320 286963 387 2999 12 -5 0 1164
390 75230 269753 395 4103 60 -6 0 3310
391 79420 448243 44 7523 75 -6 1 1920
392 73490 165404 424 -2306 -18 -6 1 965
393 35250 204325 421 1442 4 -8 1 3256
394 62285 407159 57 3139 64 -8 0 1135
395 69206 290476 384 5322 80 -9 1 1270
396 65920 275311 393 2897 59 -10 1 661
397 69770 246541 405 15514 70 -12 1 1013
398 72683 253468 402 26734 53 -14 1 2844
399 -14545 240897 407 610 14 -15 0 11528
400 55830 -83265 431 -4047 -25 -25 1 6526
401 55174 -42143 430 -9313 -37 -28 1 2264
402 67038 272713 394 3030 32 -31 0 5109
403 51252 215362 417 158 3 -31 1 3999
404 157278 42754 428 -5242 -39 -58 1 35624
405 79510 306275 347 477 3 -70 1 9252
406 77440 253537 401 1115 6 -129 1 15236
407 27284 372631 78 1918 11 -158 1 18073
408 213118 -7170 429 -1151 -11 -366 0 162556
409 81767 6282154 1 5626 37 56289 0 29790
410 153198 4321023 2 13337 138 28328 0 87550
411 -26007 4111912 3 8541 45 17936 1 84738
412 126942 223193 415 39 0 4145 0 54660
413 157214 1491348 6 4276 24 3040 0 42634
414 129352 1629616 5 9164 34 2964 1 40949
415 234817 1398893 9 2493 29 2865 0 45187
416 60448 1926517 4 4891 38 2854 0 37704
417 47818 983660 14 1734 21 2167 0 16275
418 245546 1443586 7 11409 76 1974 1 25830
419 48020 1073089 10 7592 34 1910 1 12679
420 -1710 984885 13 7135 62 1871 0 18014
421 32648 1405225 8 5043 67 943 1 43556
422 95350 227132 414 110 1 929 0 24811
423 151352 929118 15 1444 29 822 1 6575
424 288170 1071292 11 5480 133 819 1 7123
425 114337 638830 28 4026 62 769 0 21950
426 37884 856956 17 1266 30 745 0 37597
427 122844 992426 12 3195 21 652 1 17821
428 82340 444477 46 655 14 643 0 12988
429 79801 857217 16 5523 51 601 0 22330
430 165548 711969 20 6095 23 446 1 13326
431 116384 702380 21 4925 38 436 1 16189
Profit/Trades Profit/Cost
1 5626 37
2 13337 138
3 8541 45
4 39 0
5 4276 24
6 9164 34
7 2493 29
8 4891 38
9 1734 21
10 11409 76
11 7592 34
12 7135 62
13 5043 67
14 110 1
15 1444 29
16 5480 133
17 4026 62
18 1266 30
19 3195 21
20 655 14
21 5523 51
22 6095 23
23 4925 38
24 538 10
25 933 14
26 6027 24
27 1624 17
28 52 1
29 15856 68
30 664 17
31 17456 145
32 4404 32
33 12031 78
34 8118 88
35 20190 200
36 1148 10
37 4838 43
38 6141 93
39 4438 148
40 51 2
41 119 12
42 2390 11
43 1335 67
44 1714 26
45 3024 41
46 7092 48
47 787 35
48 717 31
49 3204 55
50 -167 -2
51 3062 105
52 2122 77
53 2533 40
54 2019 288
55 214 7
56 2123 86
57 50325 121
58 3730 46
59 1321 110
60 1858 20
61 6243 53
62 -1408 -35
63 6308 69
64 1889 22
65 1964 58
66 167 12
67 827 70
68 3720 96
69 1861 123
70 3570 56
71 35 1
72 3643 35
73 3258 77
74 11431 227
75 5557 98
76 2353 27
77 3576 166
78 855 45
79 960 88
80 818 210
81 5669 107
82 3017 48
83 2591 174
84 5660 125
85 11834 346
86 2185 28
87 3004 71
88 11016 286
89 1697 52
90 16928 329
91 3718 97
92 4354 61
93 2550 112
94 2198 25
95 3526 84
96 4108 58
97 28639 844
98 659 92
99 9253 79
100 10717 85
101 3258 85
102 1528 36
103 1241 29
104 6337 198
105 4205 100
106 3029 93
107 -1243 -23
108 15542 152
109 1998 21
110 1386 26
111 6963 223
112 -883 -12
113 1298 18
114 6394 37
115 19783 128
116 3679 95
117 5106 330
118 11566 108
119 888 6
120 1677 138
121 1904 17
122 9591 153
123 1457 98
124 9668 169
125 4137 58
126 748 5
127 0 1
128 0 1
129 0 1
130 34 8
131 1558 63
132 0 0
133 20 60887
134 4 60720
135 4 60505
136 10 60945
137 1 60720
138 4 60720
139 0 60720
140 325506 127
141 315380 220
142 6571 98
143 38611 3215
144 8652 282
145 10262 365
146 0 1
147 0 1
148 0 1
149 0 1
150 0 1
151 0 1
152 458 11
153 20 3
154 0 0
155 0 60720
156 315236 298
157 336425 111
158 315380 213
159 0 1
160 0 0
161 7 60830
162 24 63261
163 1 60720
164 0 60720
165 382712 66
166 341570 105
167 315380 192
168 0 1
169 0 1
170 203 9
171 0 0
172 8 60951
173 113 60720
174 0 60745
175 0 60720
176 315380 190
177 4686 164
178 13007 245
179 2005 46
180 1873 258
181 22961 4974
182 9515 209
183 5245 66
184 22666 761
185 18357 406
186 0 1
187 0 1
188 141 6
189 0 0
190 3 60890
191 0 60720
192 409642 55
193 315380 259
194 0 0
195 0 0
196 0 0
197 0 60720
198 300962 361
199 325479 128
200 316155 160
201 318574 148
202 315380 228
203 4488 126
204 3450 404
205 1 0
206 32 11
207 20 10
208 7 5
209 0 2
210 60831 315688
211 60646 317736
212 60720 315380
213 135 4218
214 373 24164
215 198 0
216 36505 0
217 239 0
218 5924 0
219 413 0
220 1874 0
221 1 192
222 1 0
223 9 7
224 10 9
225 0 0
226 61686 303230
227 60720 315380
228 172 115487
229 202 0
230 2197 0
231 1 0
232 0 0
233 61360 312887
234 60720 315380
235 168 14455
236 131 31096
237 236 0
238 1 131
239 0 0
240 0 0
241 53110 296702
242 60720 315380
243 345 53661
244 352 1430
245 400 570
246 238 0
247 300 0
248 271 0
249 1 0
250 0 0
251 60720 315380
252 102 11994
253 116 8797
254 288 0
255 0 0
256 11 9
257 0 0
258 69817 331420
259 60720 315380
260 285 0
261 1 125
262 1 0
263 30 12
264 33 23
265 0 0
266 67440 291841
267 68136 310670
268 60720 315380
269 255 0
270 455 0
271 1 333
272 1 0
273 6 5
274 4 3
275 0 0
276 54323 292754
277 60720 315380
278 130 5216
279 84 7903
280 257 0
281 1932 0
282 369 0
283 0 0
284 0 0
285 60720 315380
286 320 28291
287 360 50582
288 225 0
289 1 366
290 1 2
291 0 0
292 13 19
293 22 17
294 0 0
295 60720 315380
296 99 1766
297 226 0
298 2500 0
299 37920 0
300 1052 0
301 3603 0
302 264 0
303 84213 0
304 1 0
305 0 0
306 60720 315380
307 245 0
308 1 22
309 0 0
310 0 0
311 60720 315380
312 277 0
313 1 0
314 0 0
315 60379 313729
316 60727 315388
317 60720 315371
318 60925 296139
319 60720 315380
320 315 113880
321 153 9054
322 376 6372
323 187 0
324 1 0
325 48 13
326 0 0
327 59118 303677
328 60720 315380
329 176 0
330 75 0
331 381 0
332 1916 0
333 214 0
334 847 0
335 1 0
336 52 15
337 0 0
338 60720 315380
339 270 0
340 172235 0
341 1 0
342 24 28
343 11 9
344 0 0
345 60720 315380
346 291 0
347 1 218
348 1 0
349 40 7
350 9 7
351 1 3
352 0 0
353 60720 315380
354 377 3974
355 134 11122
356 142 8562
357 271 0
358 1 530
359 1 571
360 1 0
361 16 12
362 40 29
363 6 3
364 8 6
365 3 3
366 16 8
367 10 10
368 8 6
369 7 8
370 8 6
371 12 9
372 13 8
373 42 26
374 118 239
375 9 7
376 138 41
377 5 3
378 9 8
379 8 6
380 25 21
381 7 7
382 13 11
383 16 11
384 11 12
385 11 9
386 3 3
387 61 57
388 29 21
389 17 15
390 33 32
391 15 11
392 3 2
393 66 23
394 17 20
395 26 24
396 3 1
397 2 1
398 67 74
399 70 68
400 26 20
401 24 20
402 97 82
403 30 21
404 223 244
405 48 32
406 90 86
407 180 69
408 1081 807
409 309 444
410 458 412
411 588 428
412 302 315
413 156 168
414 481 263
415 353 267
416 452 228
417 109 129
418 115 104
419 110 122
420 239 393
421 247 190
422 505 280
423 159 63
424 109 102
425 519 265
426 248 234
427 373 277
428 119 73
429 84 67
430 102 103
431 295 290
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) groep Costs Trades
5.858e+04 1.693e-02 3.853e-01 -1.255e-01
Orders Dividends Wealth WRank
-1.389e-01 -2.128e-01 -2.612e-02 -1.516e-01
`Profit/Trades` `Profit/Cost`
-1.405e-01 -9.062e-02
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-201474 -29102 -9139 15042 262849
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 5.858e+04 5.623e+03 10.417 < 2e-16 ***
groep 1.693e-02 6.514e-03 2.598 0.00969 **
Costs 3.853e-01 5.711e-02 6.748 4.99e-11 ***
Trades -1.255e-01 4.158e-02 -3.019 0.00269 **
Orders -1.389e-01 5.116e-02 -2.714 0.00692 **
Dividends -2.128e-01 3.508e-02 -6.064 2.95e-09 ***
Wealth -2.612e-02 6.503e-03 -4.016 7.02e-05 ***
WRank -1.516e-01 3.564e-02 -4.253 2.60e-05 ***
`Profit/Trades` -1.405e-01 4.855e-02 -2.893 0.00401 **
`Profit/Cost` -9.062e-02 3.927e-02 -2.308 0.02148 *
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 61930 on 421 degrees of freedom
Multiple R-squared: 0.2737, Adjusted R-squared: 0.2582
F-statistic: 17.63 on 9 and 421 DF, p-value: < 2.2e-16
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 7.342694e-04 1.468539e-03 9.992657e-01
[2,] 1.671036e-04 3.342072e-04 9.998329e-01
[3,] 1.413869e-05 2.827738e-05 9.999859e-01
[4,] 1.132602e-06 2.265204e-06 9.999989e-01
[5,] 1.189625e-07 2.379249e-07 9.999999e-01
[6,] 8.473423e-09 1.694685e-08 1.000000e+00
[7,] 8.827562e-10 1.765512e-09 1.000000e+00
[8,] 6.080367e-11 1.216073e-10 1.000000e+00
[9,] 9.120068e-12 1.824014e-11 1.000000e+00
[10,] 1.414215e-12 2.828431e-12 1.000000e+00
[11,] 1.108327e-13 2.216654e-13 1.000000e+00
[12,] 8.083261e-15 1.616652e-14 1.000000e+00
[13,] 5.243550e-16 1.048710e-15 1.000000e+00
[14,] 3.724208e-17 7.448416e-17 1.000000e+00
[15,] 2.897221e-18 5.794441e-18 1.000000e+00
[16,] 1.818472e-19 3.636943e-19 1.000000e+00
[17,] 1.139150e-20 2.278300e-20 1.000000e+00
[18,] 6.552352e-22 1.310470e-21 1.000000e+00
[19,] 6.980413e-23 1.396083e-22 1.000000e+00
[20,] 9.759528e-24 1.951906e-23 1.000000e+00
[21,] 7.293052e-25 1.458610e-24 1.000000e+00
[22,] 6.696854e-26 1.339371e-25 1.000000e+00
[23,] 4.277184e-27 8.554368e-27 1.000000e+00
[24,] 3.342157e-28 6.684314e-28 1.000000e+00
[25,] 1.970605e-29 3.941210e-29 1.000000e+00
[26,] 1.391374e-30 2.782747e-30 1.000000e+00
[27,] 9.087902e-32 1.817580e-31 1.000000e+00
[28,] 4.953342e-33 9.906683e-33 1.000000e+00
[29,] 3.501977e-34 7.003955e-34 1.000000e+00
[30,] 2.386415e-35 4.772830e-35 1.000000e+00
[31,] 1.246882e-36 2.493765e-36 1.000000e+00
[32,] 7.881900e-38 1.576380e-37 1.000000e+00
[33,] 4.534801e-39 9.069603e-39 1.000000e+00
[34,] 6.174878e-40 1.234976e-39 1.000000e+00
[35,] 5.263815e-41 1.052763e-40 1.000000e+00
[36,] 3.686819e-42 7.373638e-42 1.000000e+00
[37,] 1.950022e-43 3.900044e-43 1.000000e+00
[38,] 9.911705e-45 1.982341e-44 1.000000e+00
[39,] 5.129447e-46 1.025889e-45 1.000000e+00
[40,] 2.822262e-47 5.644525e-47 1.000000e+00
[41,] 1.872533e-48 3.745067e-48 1.000000e+00
[42,] 1.442526e-49 2.885053e-49 1.000000e+00
[43,] 6.992315e-51 1.398463e-50 1.000000e+00
[44,] 3.431522e-52 6.863044e-52 1.000000e+00
[45,] 3.195138e-53 6.390275e-53 1.000000e+00
[46,] 1.685090e-54 3.370179e-54 1.000000e+00
[47,] 7.988731e-56 1.597746e-55 1.000000e+00
[48,] 6.051215e-57 1.210243e-56 1.000000e+00
[49,] 3.837768e-58 7.675537e-58 1.000000e+00
[50,] 1.863146e-59 3.726293e-59 1.000000e+00
[51,] 1.222453e-60 2.444907e-60 1.000000e+00
[52,] 8.009968e-62 1.601994e-61 1.000000e+00
[53,] 3.910441e-63 7.820881e-63 1.000000e+00
[54,] 1.737013e-64 3.474026e-64 1.000000e+00
[55,] 8.723242e-66 1.744648e-65 1.000000e+00
[56,] 4.878229e-67 9.756458e-67 1.000000e+00
[57,] 2.182721e-68 4.365441e-68 1.000000e+00
[58,] 1.282330e-69 2.564659e-69 1.000000e+00
[59,] 5.849079e-71 1.169816e-70 1.000000e+00
[60,] 2.823939e-72 5.647878e-72 1.000000e+00
[61,] 1.250837e-73 2.501674e-73 1.000000e+00
[62,] 5.219231e-75 1.043846e-74 1.000000e+00
[63,] 2.348134e-76 4.696269e-76 1.000000e+00
[64,] 9.809470e-78 1.961894e-77 1.000000e+00
[65,] 4.015775e-79 8.031550e-79 1.000000e+00
[66,] 1.772331e-80 3.544662e-80 1.000000e+00
[67,] 7.867738e-82 1.573548e-81 1.000000e+00
[68,] 3.137371e-83 6.274742e-83 1.000000e+00
[69,] 1.315035e-84 2.630071e-84 1.000000e+00
[70,] 6.915642e-86 1.383128e-85 1.000000e+00
[71,] 2.714751e-87 5.429503e-87 1.000000e+00
[72,] 1.216563e-88 2.433125e-88 1.000000e+00
[73,] 4.940744e-90 9.881487e-90 1.000000e+00
[74,] 2.644442e-91 5.288884e-91 1.000000e+00
[75,] 1.083441e-92 2.166881e-92 1.000000e+00
[76,] 4.110435e-94 8.220871e-94 1.000000e+00
[77,] 1.592398e-95 3.184796e-95 1.000000e+00
[78,] 5.995667e-97 1.199133e-96 1.000000e+00
[79,] 2.366887e-98 4.733774e-98 1.000000e+00
[80,] 1.204595e-99 2.409189e-99 1.000000e+00
[81,] 4.502275e-101 9.004551e-101 1.000000e+00
[82,] 2.196001e-102 4.392001e-102 1.000000e+00
[83,] 8.451217e-104 1.690243e-103 1.000000e+00
[84,] 3.895505e-105 7.791010e-105 1.000000e+00
[85,] 2.237688e-106 4.475376e-106 1.000000e+00
[86,] 8.529629e-108 1.705926e-107 1.000000e+00
[87,] 3.592146e-109 7.184292e-109 1.000000e+00
[88,] 1.688979e-110 3.377958e-110 1.000000e+00
[89,] 5.952125e-112 1.190425e-111 1.000000e+00
[90,] 2.198982e-113 4.397964e-113 1.000000e+00
[91,] 7.978659e-115 1.595732e-114 1.000000e+00
[92,] 2.968050e-116 5.936101e-116 1.000000e+00
[93,] 1.069912e-117 2.139824e-117 1.000000e+00
[94,] 3.955853e-119 7.911707e-119 1.000000e+00
[95,] 1.622237e-120 3.244474e-120 1.000000e+00
[96,] 6.998540e-122 1.399708e-121 1.000000e+00
[97,] 2.526290e-123 5.052579e-123 1.000000e+00
[98,] 8.573506e-125 1.714701e-124 1.000000e+00
[99,] 2.892748e-126 5.785495e-126 1.000000e+00
[100,] 1.078990e-127 2.157979e-127 1.000000e+00
[101,] 3.807350e-129 7.614700e-129 1.000000e+00
[102,] 1.243757e-130 2.487514e-130 1.000000e+00
[103,] 6.399957e-132 1.279991e-131 1.000000e+00
[104,] 2.182655e-133 4.365310e-133 1.000000e+00
[105,] 7.075193e-135 1.415039e-134 1.000000e+00
[106,] 2.551251e-136 5.102502e-136 1.000000e+00
[107,] 8.399734e-138 1.679947e-137 1.000000e+00
[108,] 2.653058e-139 5.306117e-139 1.000000e+00
[109,] 9.318868e-141 1.863774e-140 1.000000e+00
[110,] 3.096816e-142 6.193633e-142 1.000000e+00
[111,] 1.068004e-143 2.136008e-143 1.000000e+00
[112,] 4.072451e-145 8.144903e-145 1.000000e+00
[113,] 1.512083e-146 3.024165e-146 1.000000e+00
[114,] 4.774809e-148 9.549618e-148 1.000000e+00
[115,] 1.485975e-149 2.971949e-149 1.000000e+00
[116,] 1.034168e-150 2.068337e-150 1.000000e+00
[117,] 3.210147e-152 6.420295e-152 1.000000e+00
[118,] 9.399032e-152 1.879806e-151 1.000000e+00
[119,] 1.553888e-152 3.107775e-152 1.000000e+00
[120,] 7.990306e-153 1.598061e-152 1.000000e+00
[121,] 4.739132e-154 9.478264e-154 1.000000e+00
[122,] 1.818213e-154 3.636426e-154 1.000000e+00
[123,] 2.260372e-154 4.520744e-154 1.000000e+00
[124,] 6.397645e-154 1.279529e-153 1.000000e+00
[125,] 6.354008e-154 1.270802e-153 1.000000e+00
[126,] 3.761040e-153 7.522079e-153 1.000000e+00
[127,] 5.873642e-153 1.174728e-152 1.000000e+00
[128,] 1.237845e-151 2.475691e-151 1.000000e+00
[129,] 6.008162e-150 1.201632e-149 1.000000e+00
[130,] 2.582766e-151 5.165531e-151 1.000000e+00
[131,] 9.064090e-148 1.812818e-147 1.000000e+00
[132,] 4.001539e-149 8.003079e-149 1.000000e+00
[133,] 1.736612e-150 3.473223e-150 1.000000e+00
[134,] 7.645654e-152 1.529131e-151 1.000000e+00
[135,] 5.925764e-151 1.185153e-150 1.000000e+00
[136,] 2.978189e-152 5.956377e-152 1.000000e+00
[137,] 2.938185e-153 5.876369e-153 1.000000e+00
[138,] 4.101842e-154 8.203684e-154 1.000000e+00
[139,] 2.225561e-155 4.451122e-155 1.000000e+00
[140,] 1.116614e-156 2.233228e-156 1.000000e+00
[141,] 2.594041e-156 5.188083e-156 1.000000e+00
[142,] 1.322628e-155 2.645255e-155 1.000000e+00
[143,] 1.164702e-156 2.329405e-156 1.000000e+00
[144,] 1.134212e-123 2.268424e-123 1.000000e+00
[145,] 9.106685e-125 1.821337e-124 1.000000e+00
[146,] 1.762328e-121 3.524656e-121 1.000000e+00
[147,] 1.498869e-122 2.997739e-122 1.000000e+00
[148,] 1.350807e-123 2.701614e-123 1.000000e+00
[149,] 1.240879e-123 2.481758e-123 1.000000e+00
[150,] 1.265193e-117 2.530386e-117 1.000000e+00
[151,] 1.158204e-115 2.316408e-115 1.000000e+00
[152,] 7.427545e-114 1.485509e-113 1.000000e+00
[153,] 1.575370e-114 3.150741e-114 1.000000e+00
[154,] 1.260643e-113 2.521286e-113 1.000000e+00
[155,] 7.340168e-113 1.468034e-112 1.000000e+00
[156,] 7.924513e-114 1.584903e-113 1.000000e+00
[157,] 8.472328e-115 1.694466e-114 1.000000e+00
[158,] 8.954579e-116 1.790916e-115 1.000000e+00
[159,] 2.538928e-113 5.077856e-113 1.000000e+00
[160,] 5.954263e-114 1.190853e-113 1.000000e+00
[161,] 5.516338e-111 1.103268e-110 1.000000e+00
[162,] 7.853296e-107 1.570659e-106 1.000000e+00
[163,] 1.890279e-104 3.780557e-104 1.000000e+00
[164,] 4.885430e-104 9.770860e-104 1.000000e+00
[165,] 6.484921e-105 1.296984e-104 1.000000e+00
[166,] 8.444318e-106 1.688864e-105 1.000000e+00
[167,] 1.091504e-106 2.183008e-106 1.000000e+00
[168,] 1.389103e-107 2.778206e-107 1.000000e+00
[169,] 4.487009e-104 8.974018e-104 1.000000e+00
[170,] 6.095636e-105 1.219127e-104 1.000000e+00
[171,] 8.487882e-106 1.697576e-105 1.000000e+00
[172,] 1.208207e-106 2.416414e-106 1.000000e+00
[173,] 1.604372e-107 3.208743e-107 1.000000e+00
[174,] 2.232679e-108 4.465357e-108 1.000000e+00
[175,] 3.014372e-109 6.028744e-109 1.000000e+00
[176,] 4.004255e-110 8.008510e-110 1.000000e+00
[177,] 5.612622e-103 1.122524e-102 1.000000e+00
[178,] 8.572358e-104 1.714472e-103 1.000000e+00
[179,] 1.200102e-98 2.400205e-98 1.000000e+00
[180,] 2.595177e-97 5.190354e-97 1.000000e+00
[181,] 1.597128e-97 3.194257e-97 1.000000e+00
[182,] 2.837916e-98 5.675832e-98 1.000000e+00
[183,] 4.565324e-99 9.130648e-99 1.000000e+00
[184,] 1.534657e-99 3.069314e-99 1.000000e+00
[185,] 3.472320e-99 6.944639e-99 1.000000e+00
[186,] 8.946582e-100 1.789316e-99 1.000000e+00
[187,] 1.619234e-100 3.238468e-100 1.000000e+00
[188,] 1.479917e-86 2.959834e-86 1.000000e+00
[189,] 2.859177e-85 5.718354e-85 1.000000e+00
[190,] 3.100290e-85 6.200580e-85 1.000000e+00
[191,] 7.280909e-86 1.456182e-85 1.000000e+00
[192,] 2.453082e-84 4.906165e-84 1.000000e+00
[193,] 6.455723e-85 1.291145e-84 1.000000e+00
[194,] 1.899283e-85 3.798566e-85 1.000000e+00
[195,] 1.722217e-85 3.444434e-85 1.000000e+00
[196,] 6.433824e-86 1.286765e-85 1.000000e+00
[197,] 1.361017e-86 2.722035e-86 1.000000e+00
[198,] 1.000000e+00 2.872050e-18 1.436025e-18
[199,] 1.000000e+00 2.483596e-24 1.241798e-24
[200,] 1.000000e+00 2.886336e-26 1.443168e-26
[201,] 1.000000e+00 8.422094e-27 4.211047e-27
[202,] 1.000000e+00 1.717982e-26 8.589909e-27
[203,] 1.000000e+00 3.606516e-26 1.803258e-26
[204,] 1.000000e+00 3.555737e-26 1.777868e-26
[205,] 1.000000e+00 5.051883e-26 2.525942e-26
[206,] 1.000000e+00 7.232400e-26 3.616200e-26
[207,] 1.000000e+00 1.208167e-25 6.040836e-26
[208,] 1.000000e+00 2.110087e-25 1.055043e-25
[209,] 1.000000e+00 3.838929e-25 1.919465e-25
[210,] 1.000000e+00 5.475544e-25 2.737772e-25
[211,] 1.000000e+00 1.072212e-24 5.361061e-25
[212,] 1.000000e+00 1.702378e-24 8.511888e-25
[213,] 1.000000e+00 2.891772e-24 1.445886e-24
[214,] 1.000000e+00 1.462230e-24 7.311152e-25
[215,] 1.000000e+00 5.252751e-25 2.626375e-25
[216,] 1.000000e+00 3.256883e-25 1.628442e-25
[217,] 1.000000e+00 6.802858e-25 3.401429e-25
[218,] 1.000000e+00 1.244132e-24 6.220662e-25
[219,] 1.000000e+00 2.359053e-24 1.179526e-24
[220,] 1.000000e+00 4.765485e-24 2.382743e-24
[221,] 1.000000e+00 5.974073e-24 2.987036e-24
[222,] 1.000000e+00 5.203212e-24 2.601606e-24
[223,] 1.000000e+00 1.099459e-23 5.497294e-24
[224,] 1.000000e+00 2.186432e-23 1.093216e-23
[225,] 1.000000e+00 4.488388e-23 2.244194e-23
[226,] 1.000000e+00 8.506042e-23 4.253021e-23
[227,] 1.000000e+00 1.025648e-22 5.128241e-23
[228,] 1.000000e+00 2.034321e-22 1.017160e-22
[229,] 1.000000e+00 3.405531e-22 1.702765e-22
[230,] 1.000000e+00 3.860711e-22 1.930355e-22
[231,] 1.000000e+00 7.750780e-22 3.875390e-22
[232,] 1.000000e+00 1.561917e-21 7.809587e-22
[233,] 1.000000e+00 2.434959e-21 1.217480e-21
[234,] 1.000000e+00 4.906950e-21 2.453475e-21
[235,] 1.000000e+00 9.184709e-21 4.592354e-21
[236,] 1.000000e+00 1.692756e-20 8.463780e-21
[237,] 1.000000e+00 3.212635e-20 1.606317e-20
[238,] 1.000000e+00 6.195787e-20 3.097894e-20
[239,] 1.000000e+00 1.102990e-19 5.514951e-20
[240,] 1.000000e+00 2.152313e-19 1.076157e-19
[241,] 1.000000e+00 4.159148e-19 2.079574e-19
[242,] 1.000000e+00 8.094882e-19 4.047441e-19
[243,] 1.000000e+00 1.510116e-18 7.550578e-19
[244,] 1.000000e+00 2.306479e-18 1.153239e-18
[245,] 1.000000e+00 3.554633e-18 1.777316e-18
[246,] 1.000000e+00 6.197187e-18 3.098593e-18
[247,] 1.000000e+00 8.868997e-18 4.434499e-18
[248,] 1.000000e+00 1.689403e-17 8.447014e-18
[249,] 1.000000e+00 3.112156e-17 1.556078e-17
[250,] 1.000000e+00 3.771515e-17 1.885758e-17
[251,] 1.000000e+00 6.869922e-17 3.434961e-17
[252,] 1.000000e+00 1.159316e-16 5.796579e-17
[253,] 1.000000e+00 1.974091e-16 9.870456e-17
[254,] 1.000000e+00 3.506268e-16 1.753134e-16
[255,] 1.000000e+00 5.426555e-16 2.713277e-16
[256,] 1.000000e+00 8.610821e-16 4.305411e-16
[257,] 1.000000e+00 1.586604e-15 7.933022e-16
[258,] 1.000000e+00 2.832254e-15 1.416127e-15
[259,] 1.000000e+00 5.089670e-15 2.544835e-15
[260,] 1.000000e+00 6.169040e-15 3.084520e-15
[261,] 1.000000e+00 1.105601e-14 5.528003e-15
[262,] 1.000000e+00 1.890923e-14 9.454617e-15
[263,] 1.000000e+00 3.115656e-14 1.557828e-14
[264,] 1.000000e+00 5.409336e-14 2.704668e-14
[265,] 1.000000e+00 8.760751e-14 4.380376e-14
[266,] 1.000000e+00 1.580633e-13 7.903165e-14
[267,] 1.000000e+00 2.650410e-13 1.325205e-13
[268,] 1.000000e+00 4.681801e-13 2.340900e-13
[269,] 1.000000e+00 8.114773e-13 4.057386e-13
[270,] 1.000000e+00 1.292039e-12 6.460197e-13
[271,] 1.000000e+00 2.235785e-12 1.117892e-12
[272,] 1.000000e+00 3.833883e-12 1.916941e-12
[273,] 1.000000e+00 6.515085e-12 3.257542e-12
[274,] 1.000000e+00 1.140828e-11 5.704140e-12
[275,] 1.000000e+00 1.982738e-11 9.913692e-12
[276,] 1.000000e+00 3.366661e-11 1.683330e-11
[277,] 1.000000e+00 5.668184e-11 2.834092e-11
[278,] 1.000000e+00 6.434433e-11 3.217216e-11
[279,] 1.000000e+00 1.393868e-11 6.969341e-12
[280,] 1.000000e+00 2.288294e-11 1.144147e-11
[281,] 1.000000e+00 3.671452e-11 1.835726e-11
[282,] 1.000000e+00 6.051392e-11 3.025696e-11
[283,] 1.000000e+00 1.014109e-10 5.070545e-11
[284,] 1.000000e+00 6.004096e-11 3.002048e-11
[285,] 1.000000e+00 1.038719e-10 5.193595e-11
[286,] 1.000000e+00 1.739296e-10 8.696480e-11
[287,] 1.000000e+00 2.864878e-10 1.432439e-10
[288,] 1.000000e+00 4.724611e-10 2.362306e-10
[289,] 1.000000e+00 3.463082e-10 1.731541e-10
[290,] 1.000000e+00 5.784774e-10 2.892387e-10
[291,] 1.000000e+00 9.532554e-10 4.766277e-10
[292,] 1.000000e+00 1.587571e-09 7.937857e-10
[293,] 1.000000e+00 2.554539e-09 1.277270e-09
[294,] 1.000000e+00 4.166889e-09 2.083445e-09
[295,] 1.000000e+00 6.911764e-09 3.455882e-09
[296,] 1.000000e+00 1.126637e-08 5.633183e-09
[297,] 1.000000e+00 1.768985e-08 8.844925e-09
[298,] 1.000000e+00 2.748604e-08 1.374302e-08
[299,] 1.000000e+00 4.382361e-08 2.191180e-08
[300,] 1.000000e+00 7.071430e-08 3.535715e-08
[301,] 9.999999e-01 1.122734e-07 5.613672e-08
[302,] 9.999999e-01 1.695239e-07 8.476197e-08
[303,] 9.999999e-01 2.651428e-07 1.325714e-07
[304,] 9.999998e-01 4.002681e-07 2.001341e-07
[305,] 9.999997e-01 5.325398e-07 2.662699e-07
[306,] 9.999996e-01 8.081179e-07 4.040589e-07
[307,] 9.999994e-01 1.222764e-06 6.113821e-07
[308,] 9.999991e-01 1.718039e-06 8.590193e-07
[309,] 9.999987e-01 2.641022e-06 1.320511e-06
[310,] 9.999982e-01 3.667798e-06 1.833899e-06
[311,] 9.999972e-01 5.596657e-06 2.798328e-06
[312,] 9.999958e-01 8.398375e-06 4.199187e-06
[313,] 9.999940e-01 1.195680e-05 5.978401e-06
[314,] 9.999913e-01 1.749095e-05 8.745474e-06
[315,] 9.999871e-01 2.586047e-05 1.293023e-05
[316,] 9.999812e-01 3.752039e-05 1.876019e-05
[317,] 9.999724e-01 5.520940e-05 2.760470e-05
[318,] 9.999600e-01 8.009134e-05 4.004567e-05
[319,] 9.999426e-01 1.147351e-04 5.736755e-05
[320,] 9.999177e-01 1.646470e-04 8.232349e-05
[321,] 9.998849e-01 2.301897e-04 1.150948e-04
[322,] 9.998698e-01 2.604956e-04 1.302478e-04
[323,] 9.998152e-01 3.696313e-04 1.848156e-04
[324,] 9.997856e-01 4.288529e-04 2.144265e-04
[325,] 9.997032e-01 5.936397e-04 2.968198e-04
[326,] 9.995859e-01 8.282803e-04 4.141402e-04
[327,] 9.994234e-01 1.153129e-03 5.765643e-04
[328,] 9.992253e-01 1.549375e-03 7.746877e-04
[329,] 9.989378e-01 2.124414e-03 1.062207e-03
[330,] 9.986652e-01 2.669662e-03 1.334831e-03
[331,] 9.982147e-01 3.570654e-03 1.785327e-03
[332,] 9.976335e-01 4.733004e-03 2.366502e-03
[333,] 9.968420e-01 6.315955e-03 3.157977e-03
[334,] 9.957991e-01 8.401827e-03 4.200913e-03
[335,] 9.944619e-01 1.107627e-02 5.538136e-03
[336,] 9.930724e-01 1.385518e-02 6.927588e-03
[337,] 9.916411e-01 1.671781e-02 8.358907e-03
[338,] 9.893242e-01 2.135170e-02 1.067585e-02
[339,] 9.863721e-01 2.725590e-02 1.362795e-02
[340,] 9.827538e-01 3.449247e-02 1.724623e-02
[341,] 9.787515e-01 4.249696e-02 2.124848e-02
[342,] 9.733271e-01 5.334576e-02 2.667288e-02
[343,] 9.665944e-01 6.681128e-02 3.340564e-02
[344,] 9.586726e-01 8.265474e-02 4.132737e-02
[345,] 9.585874e-01 8.282526e-02 4.141263e-02
[346,] 9.518916e-01 9.621682e-02 4.810841e-02
[347,] 9.418464e-01 1.163071e-01 5.815357e-02
[348,] 9.337118e-01 1.325765e-01 6.628823e-02
[349,] 9.491276e-01 1.017447e-01 5.087235e-02
[350,] 9.376856e-01 1.246288e-01 6.231438e-02
[351,] 9.239844e-01 1.520312e-01 7.601560e-02
[352,] 9.096983e-01 1.806035e-01 9.030173e-02
[353,] 8.917917e-01 2.164166e-01 1.082083e-01
[354,] 8.714156e-01 2.571688e-01 1.285844e-01
[355,] 8.479915e-01 3.040170e-01 1.520085e-01
[356,] 8.270036e-01 3.459929e-01 1.729964e-01
[357,] 7.984924e-01 4.030153e-01 2.015076e-01
[358,] 7.672686e-01 4.654628e-01 2.327314e-01
[359,] 7.343527e-01 5.312946e-01 2.656473e-01
[360,] 6.976266e-01 6.047468e-01 3.023734e-01
[361,] 6.609061e-01 6.781879e-01 3.390939e-01
[362,] 6.676885e-01 6.646230e-01 3.323115e-01
[363,] 6.443026e-01 7.113948e-01 3.556974e-01
[364,] 6.183036e-01 7.633929e-01 3.816964e-01
[365,] 5.755672e-01 8.488656e-01 4.244328e-01
[366,] 5.307762e-01 9.384477e-01 4.692238e-01
[367,] 5.152458e-01 9.695084e-01 4.847542e-01
[368,] 4.697219e-01 9.394438e-01 5.302781e-01
[369,] 4.234798e-01 8.469595e-01 5.765202e-01
[370,] 3.783802e-01 7.567605e-01 6.216198e-01
[371,] 3.524361e-01 7.048722e-01 6.475639e-01
[372,] 3.600814e-01 7.201627e-01 6.399186e-01
[373,] 3.252119e-01 6.504238e-01 6.747881e-01
[374,] 3.455599e-01 6.911197e-01 6.544401e-01
[375,] 3.010644e-01 6.021289e-01 6.989356e-01
[376,] 2.669735e-01 5.339470e-01 7.330265e-01
[377,] 2.329101e-01 4.658202e-01 7.670899e-01
[378,] 1.973429e-01 3.946859e-01 8.026571e-01
[379,] 1.970760e-01 3.941520e-01 8.029240e-01
[380,] 1.680193e-01 3.360386e-01 8.319807e-01
[381,] 1.409200e-01 2.818401e-01 8.590800e-01
[382,] 1.309024e-01 2.618048e-01 8.690976e-01
[383,] 1.166711e-01 2.333422e-01 8.833289e-01
[384,] 1.026449e-01 2.052898e-01 8.973551e-01
[385,] 8.602611e-02 1.720522e-01 9.139739e-01
[386,] 6.587762e-02 1.317552e-01 9.341224e-01
[387,] 6.963542e-02 1.392708e-01 9.303646e-01
[388,] 5.493476e-02 1.098695e-01 9.450652e-01
[389,] 4.243365e-02 8.486731e-02 9.575663e-01
[390,] 3.060331e-02 6.120662e-02 9.693967e-01
[391,] 2.540188e-02 5.080376e-02 9.745981e-01
[392,] 2.809360e-02 5.618720e-02 9.719064e-01
[393,] 1.947636e-02 3.895273e-02 9.805236e-01
[394,] 1.391882e-02 2.783764e-02 9.860812e-01
[395,] 3.699661e-02 7.399321e-02 9.630034e-01
[396,] 4.086751e-02 8.173502e-02 9.591325e-01
[397,] 3.302705e-02 6.605411e-02 9.669729e-01
[398,] 2.565638e-02 5.131275e-02 9.743436e-01
[399,] 6.563556e-02 1.312711e-01 9.343644e-01
[400,] 6.732975e-02 1.346595e-01 9.326703e-01
[401,] 5.616855e-02 1.123371e-01 9.438315e-01
[402,] 4.745379e-02 9.490759e-02 9.525462e-01
[403,] 4.261369e-01 8.522738e-01 5.738631e-01
[404,] 3.127712e-01 6.255424e-01 6.872288e-01
[405,] 2.419994e-01 4.839989e-01 7.580006e-01
[406,] 8.007104e-01 3.985792e-01 1.992896e-01
> postscript(file="/var/www/html/rcomp/tmp/1j9zp1291404105.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$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/2cizs1291404105.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$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/3cizs1291404105.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/4cizs1291404105.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/55ayv1291404105.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> qqnorm(mysum$resid, main='Residual Normal Q-Q Plot')
> qqline(mysum$resid)
> grid()
> dev.off()
null device
1
> (myerror <- as.ts(mysum$resid))
Time Series:
Start = 1
End = 431
Frequency = 1
1 2 3 4 5 6
145522.7289 90502.1320 66923.0051 -86588.0519 -9957.1434 5301.5072
7 8 9 10 11 12
-6984.8505 27911.8102 -32052.4725 -13358.0981 14749.1775 -24613.2783
13 14 15 16 17 18
-27441.0986 -61418.0626 -22453.5278 701.2505 18048.2723 -19297.6555
19 20 21 22 23 24
-37918.1849 -26870.2544 -22266.7383 -30281.8283 -8983.6467 -30141.1847
25 26 27 28 29 30
-24513.9376 -34642.5331 -35548.8347 -50745.5872 -32021.1376 -41651.8651
31 32 33 34 35 36
-20649.5177 -24708.8810 -22857.0338 -21649.0627 24594.2029 -33725.7474
37 38 39 40 41 42
-26144.5943 -17459.3018 -3520.9934 -37522.5937 -26415.2579 -33840.2753
43 44 45 46 47 48
-26916.1847 -25926.8864 -34990.0435 -27394.4139 -5741.5214 -20819.5735
49 50 51 52 53 54
-21726.7947 -38005.3901 -22400.1202 -17551.9752 -7914.5792 -13738.1365
55 56 57 58 59 60
-20758.5474 -35448.9761 -25118.4803 -29730.7906 -28708.5831 -33105.1848
61 62 63 64 65 66
-26821.5868 -42593.8217 -27867.0400 -34100.0918 -37426.6184 -34788.2364
67 68 69 70 71 72
-34676.1753 -27043.4415 -21098.1599 -27135.3218 -48544.7856 -41790.3067
73 74 75 76 77 78
-27716.9248 -31736.5474 -22903.1157 -35861.8158 -24369.5589 -36738.8726
79 80 81 82 83 84
-35892.2641 -24681.0853 -36208.5432 -29591.0053 -19700.5470 -41688.1648
85 86 87 88 89 90
-25327.6803 -37407.2420 -28324.1366 -25801.6609 -28313.3152 -24279.9608
91 92 93 94 95 96
-28174.4394 -31532.8118 -33684.4625 -24210.4439 -41412.3816 -36482.2282
97 98 99 100 101 102
-19310.2338 -35396.7236 -20001.7129 -33677.3486 -34298.2341 -33250.7074
103 104 105 106 107 108
-28716.6305 -25421.0106 -34363.1246 -36085.4182 -43890.0703 -22979.2732
109 110 111 112 113 114
-30448.0100 -36997.5478 -32781.7528 -45586.0873 -34337.2549 -35221.3719
115 116 117 118 119 120
-34189.7069 -37637.1046 -31185.0300 -27372.9765 -37220.6192 -37331.9891
121 122 123 124 125 126
-29075.8186 -34544.4095 -29827.1351 -22393.2265 -36380.6076 -37863.8889
127 128 129 130 131 132
-37298.4386 -6173.0898 -6962.1681 -7104.7631 -177750.9378 -201473.6058
133 134 135 136 137 138
137260.7680 244846.8956 253304.2055 260971.7333 258416.5632 242838.6944
139 140 141 142 143 144
253460.3053 5117.4458 -5058.6583 -38100.9019 -31646.2323 -35400.5289
145 146 147 148 149 150
-36970.3993 -37381.6194 -4478.2257 -4042.4752 -2253.6210 -8603.6966
151 152 153 154 155 156
-8400.5903 -7044.5213 -172978.1529 -174504.7953 139777.8833 52678.7444
157 158 159 160 161 162
17438.7996 -5059.5465 -37389.2550 -7115.1361 130693.6677 247870.8106
163 164 165 166 167 168
261059.3415 247849.6687 11834.1492 -297.5484 -5056.2529 -37353.4066
169 170 171 172 173 174
-6186.6401 -7080.6365 -177075.9749 139970.2411 255902.0738 262848.6397
175 176 177 178 179 180
217742.7744 -5059.4642 -33631.0470 -33048.6284 -39103.4120 -35312.1309
181 182 183 184 185 186
-33331.2475 -35900.1317 -35700.6713 -33948.9541 -34381.0366 -37118.4998
187 188 189 190 191 192
-5976.2294 -7093.7448 -178260.7668 140098.8532 240533.9467 19189.3050
193 194 195 196 197 198
-5050.5098 -36909.9004 -10901.9479 -7107.6279 139781.8136 -4799.9257
199 200 201 202 203 204
7845.3632 53266.6459 25597.5517 -5084.6181 -39052.2320 -37164.8190
205 206 207 208 209 210
16964.3181 15335.4581 -1580.6319 -330.8313 -1245.4368 -26671.5726
211 212 213 214 215 216
-24232.8131 -21453.6527 -7533.1168 -9410.3867 -9152.1501 30829.4584
217 218 219 220 221 222
17113.0973 26609.2914 17681.2257 18289.6287 16985.8485 -38479.9818
223 224 225 226 227 228
21615.5558 -1519.2978 -1804.3255 -27418.8472 -21474.3942 53583.3154
229 230 231 232 233 234
-9151.5882 20232.1426 16963.9264 18367.8233 -26677.4970 -22329.6993
235 236 237 238 239 240
-3054.3746 -4320.2660 -9147.4272 16987.7905 -41424.1582 18376.9622
241 242 243 244 245 246
-29240.2684 -21590.0785 -4735.5861 -10084.9169 -17525.3641 -9146.5316
247 248 249 250 251 252
17020.7058 12010.2079 16965.0754 18373.4906 -26624.0306 -2766.5122
253 254 255 256 257 258
-5430.6314 -9139.1231 16966.0318 35345.9045 -2133.8446 -24009.2340
259 260 261 262 263 264
-21919.8434 -9140.5445 16989.0825 -41036.5446 20160.3731 745.0774
265 266 267 268 269 270
-2826.9926 -27414.6001 -20521.9849 -21520.7434 -9144.1437 16285.5589
271 272 273 274 275 276
17008.3316 -42089.8303 18466.7302 536.0135 950.6720 -29418.2383
277 278 279 280 281 282
-21378.5236 -6363.9565 177.4511 -9143.8628 15414.8125 23274.8412
283 284 285 286 287 288
16964.6738 18372.8224 -26667.8846 -3092.5135 -6367.0712 -9149.1448
289 290 291 292 293 294
17051.0349 -38538.5964 -37984.2586 21702.9173 -8048.0187 -2563.8728
295 296 297 298 299 300
-26649.5438 -3114.9548 -9148.8318 21510.2352 26737.5365 24465.2693
301 302 303 304 305 306
34710.8968 14043.7096 31707.6553 16965.9895 18375.0442 -26689.1382
307 308 309 310 311 312
-9145.1630 16969.9571 -30592.9841 18375.8513 -26648.8823 -9141.0535
313 314 315 316 317 318
16966.0939 18379.0713 -26772.6413 -22133.0181 -67453.7499 -23154.5891
319 320 321 322 323 324
-21352.1309 5292.3718 -7049.6788 -11136.7996 -9153.6952 16963.6130
325 326 327 328 329 330
18468.2198 -2899.4911 -27781.3429 -21917.8511 -9155.2402 18854.9420
331 332 333 334 335 336
18701.6097 18734.9081 20607.1118 25678.7033 16965.9373 36524.8230
337 338 339 340 341 342
-3037.2008 -26662.4424 -9142.0368 45533.2814 16965.8328 19534.1656
343 344 345 346 347 348
-3687.8868 -1855.5881 -26668.5251 -9139.0871 17007.2156 -41149.0371
349 350 351 352 353 354
17516.3231 13003.7708 2518.4085 10379.0069 -26628.4330 -11111.1012
355 356 357 358 359 360
-6826.2858 -7369.5384 -9141.8963 17073.7591 -46463.1364 -39084.5284
361 362 363 364 365 366
20373.1199 5311.7414 -2961.7350 -2606.0918 -1801.2296 -346.0918
367 368 369 370 371 372
-276.1497 -3112.6701 -1148.7137 6128.1256 21973.0515 -4108.2105
373 374 375 376 377 378
-9135.6784 58702.6752 -1790.7359 -41022.5544 7965.6545 3116.4803
379 380 381 382 383 384
-3096.5854 7383.5677 1313.8368 8856.7682 5182.2422 -3978.2731
385 386 387 388 389 390
-4271.8223 7476.0284 8751.7002 676.9163 -5706.7481 12965.6691
391 392 393 394 395 396
14485.8632 11802.9822 -26263.4451 -2628.9920 6439.3599 3001.3730
397 398 399 400 401 402
8972.1360 13468.2362 -75518.0470 -1026.0610 -3687.6104 4866.2730
403 404 405 406 407 408
-10505.5715 102590.0857 17072.0931 16859.9296 -34651.0483 179140.9522
409 410 411 412 413 414
-65864.0831 42570.7665 -136327.6304 73670.7658 81076.8645 51272.4613
415 416 417 418 419 420
160407.0204 -23715.4828 -24239.7462 168333.9309 -25413.0401 -72861.4773
421 422 423 424 425 426
-42221.3985 36837.5340 78426.2163 213439.2120 49037.2086 -29128.7692
427 428 429 430 431
50784.6062 18434.2770 10938.3181 97818.2382 49147.3151
> postscript(file="/var/www/html/rcomp/tmp/65ayv1291404105.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 145522.7289 NA
1 90502.1320 145522.7289
2 66923.0051 90502.1320
3 -86588.0519 66923.0051
4 -9957.1434 -86588.0519
5 5301.5072 -9957.1434
6 -6984.8505 5301.5072
7 27911.8102 -6984.8505
8 -32052.4725 27911.8102
9 -13358.0981 -32052.4725
10 14749.1775 -13358.0981
11 -24613.2783 14749.1775
12 -27441.0986 -24613.2783
13 -61418.0626 -27441.0986
14 -22453.5278 -61418.0626
15 701.2505 -22453.5278
16 18048.2723 701.2505
17 -19297.6555 18048.2723
18 -37918.1849 -19297.6555
19 -26870.2544 -37918.1849
20 -22266.7383 -26870.2544
21 -30281.8283 -22266.7383
22 -8983.6467 -30281.8283
23 -30141.1847 -8983.6467
24 -24513.9376 -30141.1847
25 -34642.5331 -24513.9376
26 -35548.8347 -34642.5331
27 -50745.5872 -35548.8347
28 -32021.1376 -50745.5872
29 -41651.8651 -32021.1376
30 -20649.5177 -41651.8651
31 -24708.8810 -20649.5177
32 -22857.0338 -24708.8810
33 -21649.0627 -22857.0338
34 24594.2029 -21649.0627
35 -33725.7474 24594.2029
36 -26144.5943 -33725.7474
37 -17459.3018 -26144.5943
38 -3520.9934 -17459.3018
39 -37522.5937 -3520.9934
40 -26415.2579 -37522.5937
41 -33840.2753 -26415.2579
42 -26916.1847 -33840.2753
43 -25926.8864 -26916.1847
44 -34990.0435 -25926.8864
45 -27394.4139 -34990.0435
46 -5741.5214 -27394.4139
47 -20819.5735 -5741.5214
48 -21726.7947 -20819.5735
49 -38005.3901 -21726.7947
50 -22400.1202 -38005.3901
51 -17551.9752 -22400.1202
52 -7914.5792 -17551.9752
53 -13738.1365 -7914.5792
54 -20758.5474 -13738.1365
55 -35448.9761 -20758.5474
56 -25118.4803 -35448.9761
57 -29730.7906 -25118.4803
58 -28708.5831 -29730.7906
59 -33105.1848 -28708.5831
60 -26821.5868 -33105.1848
61 -42593.8217 -26821.5868
62 -27867.0400 -42593.8217
63 -34100.0918 -27867.0400
64 -37426.6184 -34100.0918
65 -34788.2364 -37426.6184
66 -34676.1753 -34788.2364
67 -27043.4415 -34676.1753
68 -21098.1599 -27043.4415
69 -27135.3218 -21098.1599
70 -48544.7856 -27135.3218
71 -41790.3067 -48544.7856
72 -27716.9248 -41790.3067
73 -31736.5474 -27716.9248
74 -22903.1157 -31736.5474
75 -35861.8158 -22903.1157
76 -24369.5589 -35861.8158
77 -36738.8726 -24369.5589
78 -35892.2641 -36738.8726
79 -24681.0853 -35892.2641
80 -36208.5432 -24681.0853
81 -29591.0053 -36208.5432
82 -19700.5470 -29591.0053
83 -41688.1648 -19700.5470
84 -25327.6803 -41688.1648
85 -37407.2420 -25327.6803
86 -28324.1366 -37407.2420
87 -25801.6609 -28324.1366
88 -28313.3152 -25801.6609
89 -24279.9608 -28313.3152
90 -28174.4394 -24279.9608
91 -31532.8118 -28174.4394
92 -33684.4625 -31532.8118
93 -24210.4439 -33684.4625
94 -41412.3816 -24210.4439
95 -36482.2282 -41412.3816
96 -19310.2338 -36482.2282
97 -35396.7236 -19310.2338
98 -20001.7129 -35396.7236
99 -33677.3486 -20001.7129
100 -34298.2341 -33677.3486
101 -33250.7074 -34298.2341
102 -28716.6305 -33250.7074
103 -25421.0106 -28716.6305
104 -34363.1246 -25421.0106
105 -36085.4182 -34363.1246
106 -43890.0703 -36085.4182
107 -22979.2732 -43890.0703
108 -30448.0100 -22979.2732
109 -36997.5478 -30448.0100
110 -32781.7528 -36997.5478
111 -45586.0873 -32781.7528
112 -34337.2549 -45586.0873
113 -35221.3719 -34337.2549
114 -34189.7069 -35221.3719
115 -37637.1046 -34189.7069
116 -31185.0300 -37637.1046
117 -27372.9765 -31185.0300
118 -37220.6192 -27372.9765
119 -37331.9891 -37220.6192
120 -29075.8186 -37331.9891
121 -34544.4095 -29075.8186
122 -29827.1351 -34544.4095
123 -22393.2265 -29827.1351
124 -36380.6076 -22393.2265
125 -37863.8889 -36380.6076
126 -37298.4386 -37863.8889
127 -6173.0898 -37298.4386
128 -6962.1681 -6173.0898
129 -7104.7631 -6962.1681
130 -177750.9378 -7104.7631
131 -201473.6058 -177750.9378
132 137260.7680 -201473.6058
133 244846.8956 137260.7680
134 253304.2055 244846.8956
135 260971.7333 253304.2055
136 258416.5632 260971.7333
137 242838.6944 258416.5632
138 253460.3053 242838.6944
139 5117.4458 253460.3053
140 -5058.6583 5117.4458
141 -38100.9019 -5058.6583
142 -31646.2323 -38100.9019
143 -35400.5289 -31646.2323
144 -36970.3993 -35400.5289
145 -37381.6194 -36970.3993
146 -4478.2257 -37381.6194
147 -4042.4752 -4478.2257
148 -2253.6210 -4042.4752
149 -8603.6966 -2253.6210
150 -8400.5903 -8603.6966
151 -7044.5213 -8400.5903
152 -172978.1529 -7044.5213
153 -174504.7953 -172978.1529
154 139777.8833 -174504.7953
155 52678.7444 139777.8833
156 17438.7996 52678.7444
157 -5059.5465 17438.7996
158 -37389.2550 -5059.5465
159 -7115.1361 -37389.2550
160 130693.6677 -7115.1361
161 247870.8106 130693.6677
162 261059.3415 247870.8106
163 247849.6687 261059.3415
164 11834.1492 247849.6687
165 -297.5484 11834.1492
166 -5056.2529 -297.5484
167 -37353.4066 -5056.2529
168 -6186.6401 -37353.4066
169 -7080.6365 -6186.6401
170 -177075.9749 -7080.6365
171 139970.2411 -177075.9749
172 255902.0738 139970.2411
173 262848.6397 255902.0738
174 217742.7744 262848.6397
175 -5059.4642 217742.7744
176 -33631.0470 -5059.4642
177 -33048.6284 -33631.0470
178 -39103.4120 -33048.6284
179 -35312.1309 -39103.4120
180 -33331.2475 -35312.1309
181 -35900.1317 -33331.2475
182 -35700.6713 -35900.1317
183 -33948.9541 -35700.6713
184 -34381.0366 -33948.9541
185 -37118.4998 -34381.0366
186 -5976.2294 -37118.4998
187 -7093.7448 -5976.2294
188 -178260.7668 -7093.7448
189 140098.8532 -178260.7668
190 240533.9467 140098.8532
191 19189.3050 240533.9467
192 -5050.5098 19189.3050
193 -36909.9004 -5050.5098
194 -10901.9479 -36909.9004
195 -7107.6279 -10901.9479
196 139781.8136 -7107.6279
197 -4799.9257 139781.8136
198 7845.3632 -4799.9257
199 53266.6459 7845.3632
200 25597.5517 53266.6459
201 -5084.6181 25597.5517
202 -39052.2320 -5084.6181
203 -37164.8190 -39052.2320
204 16964.3181 -37164.8190
205 15335.4581 16964.3181
206 -1580.6319 15335.4581
207 -330.8313 -1580.6319
208 -1245.4368 -330.8313
209 -26671.5726 -1245.4368
210 -24232.8131 -26671.5726
211 -21453.6527 -24232.8131
212 -7533.1168 -21453.6527
213 -9410.3867 -7533.1168
214 -9152.1501 -9410.3867
215 30829.4584 -9152.1501
216 17113.0973 30829.4584
217 26609.2914 17113.0973
218 17681.2257 26609.2914
219 18289.6287 17681.2257
220 16985.8485 18289.6287
221 -38479.9818 16985.8485
222 21615.5558 -38479.9818
223 -1519.2978 21615.5558
224 -1804.3255 -1519.2978
225 -27418.8472 -1804.3255
226 -21474.3942 -27418.8472
227 53583.3154 -21474.3942
228 -9151.5882 53583.3154
229 20232.1426 -9151.5882
230 16963.9264 20232.1426
231 18367.8233 16963.9264
232 -26677.4970 18367.8233
233 -22329.6993 -26677.4970
234 -3054.3746 -22329.6993
235 -4320.2660 -3054.3746
236 -9147.4272 -4320.2660
237 16987.7905 -9147.4272
238 -41424.1582 16987.7905
239 18376.9622 -41424.1582
240 -29240.2684 18376.9622
241 -21590.0785 -29240.2684
242 -4735.5861 -21590.0785
243 -10084.9169 -4735.5861
244 -17525.3641 -10084.9169
245 -9146.5316 -17525.3641
246 17020.7058 -9146.5316
247 12010.2079 17020.7058
248 16965.0754 12010.2079
249 18373.4906 16965.0754
250 -26624.0306 18373.4906
251 -2766.5122 -26624.0306
252 -5430.6314 -2766.5122
253 -9139.1231 -5430.6314
254 16966.0318 -9139.1231
255 35345.9045 16966.0318
256 -2133.8446 35345.9045
257 -24009.2340 -2133.8446
258 -21919.8434 -24009.2340
259 -9140.5445 -21919.8434
260 16989.0825 -9140.5445
261 -41036.5446 16989.0825
262 20160.3731 -41036.5446
263 745.0774 20160.3731
264 -2826.9926 745.0774
265 -27414.6001 -2826.9926
266 -20521.9849 -27414.6001
267 -21520.7434 -20521.9849
268 -9144.1437 -21520.7434
269 16285.5589 -9144.1437
270 17008.3316 16285.5589
271 -42089.8303 17008.3316
272 18466.7302 -42089.8303
273 536.0135 18466.7302
274 950.6720 536.0135
275 -29418.2383 950.6720
276 -21378.5236 -29418.2383
277 -6363.9565 -21378.5236
278 177.4511 -6363.9565
279 -9143.8628 177.4511
280 15414.8125 -9143.8628
281 23274.8412 15414.8125
282 16964.6738 23274.8412
283 18372.8224 16964.6738
284 -26667.8846 18372.8224
285 -3092.5135 -26667.8846
286 -6367.0712 -3092.5135
287 -9149.1448 -6367.0712
288 17051.0349 -9149.1448
289 -38538.5964 17051.0349
290 -37984.2586 -38538.5964
291 21702.9173 -37984.2586
292 -8048.0187 21702.9173
293 -2563.8728 -8048.0187
294 -26649.5438 -2563.8728
295 -3114.9548 -26649.5438
296 -9148.8318 -3114.9548
297 21510.2352 -9148.8318
298 26737.5365 21510.2352
299 24465.2693 26737.5365
300 34710.8968 24465.2693
301 14043.7096 34710.8968
302 31707.6553 14043.7096
303 16965.9895 31707.6553
304 18375.0442 16965.9895
305 -26689.1382 18375.0442
306 -9145.1630 -26689.1382
307 16969.9571 -9145.1630
308 -30592.9841 16969.9571
309 18375.8513 -30592.9841
310 -26648.8823 18375.8513
311 -9141.0535 -26648.8823
312 16966.0939 -9141.0535
313 18379.0713 16966.0939
314 -26772.6413 18379.0713
315 -22133.0181 -26772.6413
316 -67453.7499 -22133.0181
317 -23154.5891 -67453.7499
318 -21352.1309 -23154.5891
319 5292.3718 -21352.1309
320 -7049.6788 5292.3718
321 -11136.7996 -7049.6788
322 -9153.6952 -11136.7996
323 16963.6130 -9153.6952
324 18468.2198 16963.6130
325 -2899.4911 18468.2198
326 -27781.3429 -2899.4911
327 -21917.8511 -27781.3429
328 -9155.2402 -21917.8511
329 18854.9420 -9155.2402
330 18701.6097 18854.9420
331 18734.9081 18701.6097
332 20607.1118 18734.9081
333 25678.7033 20607.1118
334 16965.9373 25678.7033
335 36524.8230 16965.9373
336 -3037.2008 36524.8230
337 -26662.4424 -3037.2008
338 -9142.0368 -26662.4424
339 45533.2814 -9142.0368
340 16965.8328 45533.2814
341 19534.1656 16965.8328
342 -3687.8868 19534.1656
343 -1855.5881 -3687.8868
344 -26668.5251 -1855.5881
345 -9139.0871 -26668.5251
346 17007.2156 -9139.0871
347 -41149.0371 17007.2156
348 17516.3231 -41149.0371
349 13003.7708 17516.3231
350 2518.4085 13003.7708
351 10379.0069 2518.4085
352 -26628.4330 10379.0069
353 -11111.1012 -26628.4330
354 -6826.2858 -11111.1012
355 -7369.5384 -6826.2858
356 -9141.8963 -7369.5384
357 17073.7591 -9141.8963
358 -46463.1364 17073.7591
359 -39084.5284 -46463.1364
360 20373.1199 -39084.5284
361 5311.7414 20373.1199
362 -2961.7350 5311.7414
363 -2606.0918 -2961.7350
364 -1801.2296 -2606.0918
365 -346.0918 -1801.2296
366 -276.1497 -346.0918
367 -3112.6701 -276.1497
368 -1148.7137 -3112.6701
369 6128.1256 -1148.7137
370 21973.0515 6128.1256
371 -4108.2105 21973.0515
372 -9135.6784 -4108.2105
373 58702.6752 -9135.6784
374 -1790.7359 58702.6752
375 -41022.5544 -1790.7359
376 7965.6545 -41022.5544
377 3116.4803 7965.6545
378 -3096.5854 3116.4803
379 7383.5677 -3096.5854
380 1313.8368 7383.5677
381 8856.7682 1313.8368
382 5182.2422 8856.7682
383 -3978.2731 5182.2422
384 -4271.8223 -3978.2731
385 7476.0284 -4271.8223
386 8751.7002 7476.0284
387 676.9163 8751.7002
388 -5706.7481 676.9163
389 12965.6691 -5706.7481
390 14485.8632 12965.6691
391 11802.9822 14485.8632
392 -26263.4451 11802.9822
393 -2628.9920 -26263.4451
394 6439.3599 -2628.9920
395 3001.3730 6439.3599
396 8972.1360 3001.3730
397 13468.2362 8972.1360
398 -75518.0470 13468.2362
399 -1026.0610 -75518.0470
400 -3687.6104 -1026.0610
401 4866.2730 -3687.6104
402 -10505.5715 4866.2730
403 102590.0857 -10505.5715
404 17072.0931 102590.0857
405 16859.9296 17072.0931
406 -34651.0483 16859.9296
407 179140.9522 -34651.0483
408 -65864.0831 179140.9522
409 42570.7665 -65864.0831
410 -136327.6304 42570.7665
411 73670.7658 -136327.6304
412 81076.8645 73670.7658
413 51272.4613 81076.8645
414 160407.0204 51272.4613
415 -23715.4828 160407.0204
416 -24239.7462 -23715.4828
417 168333.9309 -24239.7462
418 -25413.0401 168333.9309
419 -72861.4773 -25413.0401
420 -42221.3985 -72861.4773
421 36837.5340 -42221.3985
422 78426.2163 36837.5340
423 213439.2120 78426.2163
424 49037.2086 213439.2120
425 -29128.7692 49037.2086
426 50784.6062 -29128.7692
427 18434.2770 50784.6062
428 10938.3181 18434.2770
429 97818.2382 10938.3181
430 49147.3151 97818.2382
431 NA 49147.3151
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] 90502.1320 145522.7289
[2,] 66923.0051 90502.1320
[3,] -86588.0519 66923.0051
[4,] -9957.1434 -86588.0519
[5,] 5301.5072 -9957.1434
[6,] -6984.8505 5301.5072
[7,] 27911.8102 -6984.8505
[8,] -32052.4725 27911.8102
[9,] -13358.0981 -32052.4725
[10,] 14749.1775 -13358.0981
[11,] -24613.2783 14749.1775
[12,] -27441.0986 -24613.2783
[13,] -61418.0626 -27441.0986
[14,] -22453.5278 -61418.0626
[15,] 701.2505 -22453.5278
[16,] 18048.2723 701.2505
[17,] -19297.6555 18048.2723
[18,] -37918.1849 -19297.6555
[19,] -26870.2544 -37918.1849
[20,] -22266.7383 -26870.2544
[21,] -30281.8283 -22266.7383
[22,] -8983.6467 -30281.8283
[23,] -30141.1847 -8983.6467
[24,] -24513.9376 -30141.1847
[25,] -34642.5331 -24513.9376
[26,] -35548.8347 -34642.5331
[27,] -50745.5872 -35548.8347
[28,] -32021.1376 -50745.5872
[29,] -41651.8651 -32021.1376
[30,] -20649.5177 -41651.8651
[31,] -24708.8810 -20649.5177
[32,] -22857.0338 -24708.8810
[33,] -21649.0627 -22857.0338
[34,] 24594.2029 -21649.0627
[35,] -33725.7474 24594.2029
[36,] -26144.5943 -33725.7474
[37,] -17459.3018 -26144.5943
[38,] -3520.9934 -17459.3018
[39,] -37522.5937 -3520.9934
[40,] -26415.2579 -37522.5937
[41,] -33840.2753 -26415.2579
[42,] -26916.1847 -33840.2753
[43,] -25926.8864 -26916.1847
[44,] -34990.0435 -25926.8864
[45,] -27394.4139 -34990.0435
[46,] -5741.5214 -27394.4139
[47,] -20819.5735 -5741.5214
[48,] -21726.7947 -20819.5735
[49,] -38005.3901 -21726.7947
[50,] -22400.1202 -38005.3901
[51,] -17551.9752 -22400.1202
[52,] -7914.5792 -17551.9752
[53,] -13738.1365 -7914.5792
[54,] -20758.5474 -13738.1365
[55,] -35448.9761 -20758.5474
[56,] -25118.4803 -35448.9761
[57,] -29730.7906 -25118.4803
[58,] -28708.5831 -29730.7906
[59,] -33105.1848 -28708.5831
[60,] -26821.5868 -33105.1848
[61,] -42593.8217 -26821.5868
[62,] -27867.0400 -42593.8217
[63,] -34100.0918 -27867.0400
[64,] -37426.6184 -34100.0918
[65,] -34788.2364 -37426.6184
[66,] -34676.1753 -34788.2364
[67,] -27043.4415 -34676.1753
[68,] -21098.1599 -27043.4415
[69,] -27135.3218 -21098.1599
[70,] -48544.7856 -27135.3218
[71,] -41790.3067 -48544.7856
[72,] -27716.9248 -41790.3067
[73,] -31736.5474 -27716.9248
[74,] -22903.1157 -31736.5474
[75,] -35861.8158 -22903.1157
[76,] -24369.5589 -35861.8158
[77,] -36738.8726 -24369.5589
[78,] -35892.2641 -36738.8726
[79,] -24681.0853 -35892.2641
[80,] -36208.5432 -24681.0853
[81,] -29591.0053 -36208.5432
[82,] -19700.5470 -29591.0053
[83,] -41688.1648 -19700.5470
[84,] -25327.6803 -41688.1648
[85,] -37407.2420 -25327.6803
[86,] -28324.1366 -37407.2420
[87,] -25801.6609 -28324.1366
[88,] -28313.3152 -25801.6609
[89,] -24279.9608 -28313.3152
[90,] -28174.4394 -24279.9608
[91,] -31532.8118 -28174.4394
[92,] -33684.4625 -31532.8118
[93,] -24210.4439 -33684.4625
[94,] -41412.3816 -24210.4439
[95,] -36482.2282 -41412.3816
[96,] -19310.2338 -36482.2282
[97,] -35396.7236 -19310.2338
[98,] -20001.7129 -35396.7236
[99,] -33677.3486 -20001.7129
[100,] -34298.2341 -33677.3486
[101,] -33250.7074 -34298.2341
[102,] -28716.6305 -33250.7074
[103,] -25421.0106 -28716.6305
[104,] -34363.1246 -25421.0106
[105,] -36085.4182 -34363.1246
[106,] -43890.0703 -36085.4182
[107,] -22979.2732 -43890.0703
[108,] -30448.0100 -22979.2732
[109,] -36997.5478 -30448.0100
[110,] -32781.7528 -36997.5478
[111,] -45586.0873 -32781.7528
[112,] -34337.2549 -45586.0873
[113,] -35221.3719 -34337.2549
[114,] -34189.7069 -35221.3719
[115,] -37637.1046 -34189.7069
[116,] -31185.0300 -37637.1046
[117,] -27372.9765 -31185.0300
[118,] -37220.6192 -27372.9765
[119,] -37331.9891 -37220.6192
[120,] -29075.8186 -37331.9891
[121,] -34544.4095 -29075.8186
[122,] -29827.1351 -34544.4095
[123,] -22393.2265 -29827.1351
[124,] -36380.6076 -22393.2265
[125,] -37863.8889 -36380.6076
[126,] -37298.4386 -37863.8889
[127,] -6173.0898 -37298.4386
[128,] -6962.1681 -6173.0898
[129,] -7104.7631 -6962.1681
[130,] -177750.9378 -7104.7631
[131,] -201473.6058 -177750.9378
[132,] 137260.7680 -201473.6058
[133,] 244846.8956 137260.7680
[134,] 253304.2055 244846.8956
[135,] 260971.7333 253304.2055
[136,] 258416.5632 260971.7333
[137,] 242838.6944 258416.5632
[138,] 253460.3053 242838.6944
[139,] 5117.4458 253460.3053
[140,] -5058.6583 5117.4458
[141,] -38100.9019 -5058.6583
[142,] -31646.2323 -38100.9019
[143,] -35400.5289 -31646.2323
[144,] -36970.3993 -35400.5289
[145,] -37381.6194 -36970.3993
[146,] -4478.2257 -37381.6194
[147,] -4042.4752 -4478.2257
[148,] -2253.6210 -4042.4752
[149,] -8603.6966 -2253.6210
[150,] -8400.5903 -8603.6966
[151,] -7044.5213 -8400.5903
[152,] -172978.1529 -7044.5213
[153,] -174504.7953 -172978.1529
[154,] 139777.8833 -174504.7953
[155,] 52678.7444 139777.8833
[156,] 17438.7996 52678.7444
[157,] -5059.5465 17438.7996
[158,] -37389.2550 -5059.5465
[159,] -7115.1361 -37389.2550
[160,] 130693.6677 -7115.1361
[161,] 247870.8106 130693.6677
[162,] 261059.3415 247870.8106
[163,] 247849.6687 261059.3415
[164,] 11834.1492 247849.6687
[165,] -297.5484 11834.1492
[166,] -5056.2529 -297.5484
[167,] -37353.4066 -5056.2529
[168,] -6186.6401 -37353.4066
[169,] -7080.6365 -6186.6401
[170,] -177075.9749 -7080.6365
[171,] 139970.2411 -177075.9749
[172,] 255902.0738 139970.2411
[173,] 262848.6397 255902.0738
[174,] 217742.7744 262848.6397
[175,] -5059.4642 217742.7744
[176,] -33631.0470 -5059.4642
[177,] -33048.6284 -33631.0470
[178,] -39103.4120 -33048.6284
[179,] -35312.1309 -39103.4120
[180,] -33331.2475 -35312.1309
[181,] -35900.1317 -33331.2475
[182,] -35700.6713 -35900.1317
[183,] -33948.9541 -35700.6713
[184,] -34381.0366 -33948.9541
[185,] -37118.4998 -34381.0366
[186,] -5976.2294 -37118.4998
[187,] -7093.7448 -5976.2294
[188,] -178260.7668 -7093.7448
[189,] 140098.8532 -178260.7668
[190,] 240533.9467 140098.8532
[191,] 19189.3050 240533.9467
[192,] -5050.5098 19189.3050
[193,] -36909.9004 -5050.5098
[194,] -10901.9479 -36909.9004
[195,] -7107.6279 -10901.9479
[196,] 139781.8136 -7107.6279
[197,] -4799.9257 139781.8136
[198,] 7845.3632 -4799.9257
[199,] 53266.6459 7845.3632
[200,] 25597.5517 53266.6459
[201,] -5084.6181 25597.5517
[202,] -39052.2320 -5084.6181
[203,] -37164.8190 -39052.2320
[204,] 16964.3181 -37164.8190
[205,] 15335.4581 16964.3181
[206,] -1580.6319 15335.4581
[207,] -330.8313 -1580.6319
[208,] -1245.4368 -330.8313
[209,] -26671.5726 -1245.4368
[210,] -24232.8131 -26671.5726
[211,] -21453.6527 -24232.8131
[212,] -7533.1168 -21453.6527
[213,] -9410.3867 -7533.1168
[214,] -9152.1501 -9410.3867
[215,] 30829.4584 -9152.1501
[216,] 17113.0973 30829.4584
[217,] 26609.2914 17113.0973
[218,] 17681.2257 26609.2914
[219,] 18289.6287 17681.2257
[220,] 16985.8485 18289.6287
[221,] -38479.9818 16985.8485
[222,] 21615.5558 -38479.9818
[223,] -1519.2978 21615.5558
[224,] -1804.3255 -1519.2978
[225,] -27418.8472 -1804.3255
[226,] -21474.3942 -27418.8472
[227,] 53583.3154 -21474.3942
[228,] -9151.5882 53583.3154
[229,] 20232.1426 -9151.5882
[230,] 16963.9264 20232.1426
[231,] 18367.8233 16963.9264
[232,] -26677.4970 18367.8233
[233,] -22329.6993 -26677.4970
[234,] -3054.3746 -22329.6993
[235,] -4320.2660 -3054.3746
[236,] -9147.4272 -4320.2660
[237,] 16987.7905 -9147.4272
[238,] -41424.1582 16987.7905
[239,] 18376.9622 -41424.1582
[240,] -29240.2684 18376.9622
[241,] -21590.0785 -29240.2684
[242,] -4735.5861 -21590.0785
[243,] -10084.9169 -4735.5861
[244,] -17525.3641 -10084.9169
[245,] -9146.5316 -17525.3641
[246,] 17020.7058 -9146.5316
[247,] 12010.2079 17020.7058
[248,] 16965.0754 12010.2079
[249,] 18373.4906 16965.0754
[250,] -26624.0306 18373.4906
[251,] -2766.5122 -26624.0306
[252,] -5430.6314 -2766.5122
[253,] -9139.1231 -5430.6314
[254,] 16966.0318 -9139.1231
[255,] 35345.9045 16966.0318
[256,] -2133.8446 35345.9045
[257,] -24009.2340 -2133.8446
[258,] -21919.8434 -24009.2340
[259,] -9140.5445 -21919.8434
[260,] 16989.0825 -9140.5445
[261,] -41036.5446 16989.0825
[262,] 20160.3731 -41036.5446
[263,] 745.0774 20160.3731
[264,] -2826.9926 745.0774
[265,] -27414.6001 -2826.9926
[266,] -20521.9849 -27414.6001
[267,] -21520.7434 -20521.9849
[268,] -9144.1437 -21520.7434
[269,] 16285.5589 -9144.1437
[270,] 17008.3316 16285.5589
[271,] -42089.8303 17008.3316
[272,] 18466.7302 -42089.8303
[273,] 536.0135 18466.7302
[274,] 950.6720 536.0135
[275,] -29418.2383 950.6720
[276,] -21378.5236 -29418.2383
[277,] -6363.9565 -21378.5236
[278,] 177.4511 -6363.9565
[279,] -9143.8628 177.4511
[280,] 15414.8125 -9143.8628
[281,] 23274.8412 15414.8125
[282,] 16964.6738 23274.8412
[283,] 18372.8224 16964.6738
[284,] -26667.8846 18372.8224
[285,] -3092.5135 -26667.8846
[286,] -6367.0712 -3092.5135
[287,] -9149.1448 -6367.0712
[288,] 17051.0349 -9149.1448
[289,] -38538.5964 17051.0349
[290,] -37984.2586 -38538.5964
[291,] 21702.9173 -37984.2586
[292,] -8048.0187 21702.9173
[293,] -2563.8728 -8048.0187
[294,] -26649.5438 -2563.8728
[295,] -3114.9548 -26649.5438
[296,] -9148.8318 -3114.9548
[297,] 21510.2352 -9148.8318
[298,] 26737.5365 21510.2352
[299,] 24465.2693 26737.5365
[300,] 34710.8968 24465.2693
[301,] 14043.7096 34710.8968
[302,] 31707.6553 14043.7096
[303,] 16965.9895 31707.6553
[304,] 18375.0442 16965.9895
[305,] -26689.1382 18375.0442
[306,] -9145.1630 -26689.1382
[307,] 16969.9571 -9145.1630
[308,] -30592.9841 16969.9571
[309,] 18375.8513 -30592.9841
[310,] -26648.8823 18375.8513
[311,] -9141.0535 -26648.8823
[312,] 16966.0939 -9141.0535
[313,] 18379.0713 16966.0939
[314,] -26772.6413 18379.0713
[315,] -22133.0181 -26772.6413
[316,] -67453.7499 -22133.0181
[317,] -23154.5891 -67453.7499
[318,] -21352.1309 -23154.5891
[319,] 5292.3718 -21352.1309
[320,] -7049.6788 5292.3718
[321,] -11136.7996 -7049.6788
[322,] -9153.6952 -11136.7996
[323,] 16963.6130 -9153.6952
[324,] 18468.2198 16963.6130
[325,] -2899.4911 18468.2198
[326,] -27781.3429 -2899.4911
[327,] -21917.8511 -27781.3429
[328,] -9155.2402 -21917.8511
[329,] 18854.9420 -9155.2402
[330,] 18701.6097 18854.9420
[331,] 18734.9081 18701.6097
[332,] 20607.1118 18734.9081
[333,] 25678.7033 20607.1118
[334,] 16965.9373 25678.7033
[335,] 36524.8230 16965.9373
[336,] -3037.2008 36524.8230
[337,] -26662.4424 -3037.2008
[338,] -9142.0368 -26662.4424
[339,] 45533.2814 -9142.0368
[340,] 16965.8328 45533.2814
[341,] 19534.1656 16965.8328
[342,] -3687.8868 19534.1656
[343,] -1855.5881 -3687.8868
[344,] -26668.5251 -1855.5881
[345,] -9139.0871 -26668.5251
[346,] 17007.2156 -9139.0871
[347,] -41149.0371 17007.2156
[348,] 17516.3231 -41149.0371
[349,] 13003.7708 17516.3231
[350,] 2518.4085 13003.7708
[351,] 10379.0069 2518.4085
[352,] -26628.4330 10379.0069
[353,] -11111.1012 -26628.4330
[354,] -6826.2858 -11111.1012
[355,] -7369.5384 -6826.2858
[356,] -9141.8963 -7369.5384
[357,] 17073.7591 -9141.8963
[358,] -46463.1364 17073.7591
[359,] -39084.5284 -46463.1364
[360,] 20373.1199 -39084.5284
[361,] 5311.7414 20373.1199
[362,] -2961.7350 5311.7414
[363,] -2606.0918 -2961.7350
[364,] -1801.2296 -2606.0918
[365,] -346.0918 -1801.2296
[366,] -276.1497 -346.0918
[367,] -3112.6701 -276.1497
[368,] -1148.7137 -3112.6701
[369,] 6128.1256 -1148.7137
[370,] 21973.0515 6128.1256
[371,] -4108.2105 21973.0515
[372,] -9135.6784 -4108.2105
[373,] 58702.6752 -9135.6784
[374,] -1790.7359 58702.6752
[375,] -41022.5544 -1790.7359
[376,] 7965.6545 -41022.5544
[377,] 3116.4803 7965.6545
[378,] -3096.5854 3116.4803
[379,] 7383.5677 -3096.5854
[380,] 1313.8368 7383.5677
[381,] 8856.7682 1313.8368
[382,] 5182.2422 8856.7682
[383,] -3978.2731 5182.2422
[384,] -4271.8223 -3978.2731
[385,] 7476.0284 -4271.8223
[386,] 8751.7002 7476.0284
[387,] 676.9163 8751.7002
[388,] -5706.7481 676.9163
[389,] 12965.6691 -5706.7481
[390,] 14485.8632 12965.6691
[391,] 11802.9822 14485.8632
[392,] -26263.4451 11802.9822
[393,] -2628.9920 -26263.4451
[394,] 6439.3599 -2628.9920
[395,] 3001.3730 6439.3599
[396,] 8972.1360 3001.3730
[397,] 13468.2362 8972.1360
[398,] -75518.0470 13468.2362
[399,] -1026.0610 -75518.0470
[400,] -3687.6104 -1026.0610
[401,] 4866.2730 -3687.6104
[402,] -10505.5715 4866.2730
[403,] 102590.0857 -10505.5715
[404,] 17072.0931 102590.0857
[405,] 16859.9296 17072.0931
[406,] -34651.0483 16859.9296
[407,] 179140.9522 -34651.0483
[408,] -65864.0831 179140.9522
[409,] 42570.7665 -65864.0831
[410,] -136327.6304 42570.7665
[411,] 73670.7658 -136327.6304
[412,] 81076.8645 73670.7658
[413,] 51272.4613 81076.8645
[414,] 160407.0204 51272.4613
[415,] -23715.4828 160407.0204
[416,] -24239.7462 -23715.4828
[417,] 168333.9309 -24239.7462
[418,] -25413.0401 168333.9309
[419,] -72861.4773 -25413.0401
[420,] -42221.3985 -72861.4773
[421,] 36837.5340 -42221.3985
[422,] 78426.2163 36837.5340
[423,] 213439.2120 78426.2163
[424,] 49037.2086 213439.2120
[425,] -29128.7692 49037.2086
[426,] 50784.6062 -29128.7692
[427,] 18434.2770 50784.6062
[428,] 10938.3181 18434.2770
[429,] 97818.2382 10938.3181
[430,] 49147.3151 97818.2382
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 90502.1320 145522.7289
2 66923.0051 90502.1320
3 -86588.0519 66923.0051
4 -9957.1434 -86588.0519
5 5301.5072 -9957.1434
6 -6984.8505 5301.5072
7 27911.8102 -6984.8505
8 -32052.4725 27911.8102
9 -13358.0981 -32052.4725
10 14749.1775 -13358.0981
11 -24613.2783 14749.1775
12 -27441.0986 -24613.2783
13 -61418.0626 -27441.0986
14 -22453.5278 -61418.0626
15 701.2505 -22453.5278
16 18048.2723 701.2505
17 -19297.6555 18048.2723
18 -37918.1849 -19297.6555
19 -26870.2544 -37918.1849
20 -22266.7383 -26870.2544
21 -30281.8283 -22266.7383
22 -8983.6467 -30281.8283
23 -30141.1847 -8983.6467
24 -24513.9376 -30141.1847
25 -34642.5331 -24513.9376
26 -35548.8347 -34642.5331
27 -50745.5872 -35548.8347
28 -32021.1376 -50745.5872
29 -41651.8651 -32021.1376
30 -20649.5177 -41651.8651
31 -24708.8810 -20649.5177
32 -22857.0338 -24708.8810
33 -21649.0627 -22857.0338
34 24594.2029 -21649.0627
35 -33725.7474 24594.2029
36 -26144.5943 -33725.7474
37 -17459.3018 -26144.5943
38 -3520.9934 -17459.3018
39 -37522.5937 -3520.9934
40 -26415.2579 -37522.5937
41 -33840.2753 -26415.2579
42 -26916.1847 -33840.2753
43 -25926.8864 -26916.1847
44 -34990.0435 -25926.8864
45 -27394.4139 -34990.0435
46 -5741.5214 -27394.4139
47 -20819.5735 -5741.5214
48 -21726.7947 -20819.5735
49 -38005.3901 -21726.7947
50 -22400.1202 -38005.3901
51 -17551.9752 -22400.1202
52 -7914.5792 -17551.9752
53 -13738.1365 -7914.5792
54 -20758.5474 -13738.1365
55 -35448.9761 -20758.5474
56 -25118.4803 -35448.9761
57 -29730.7906 -25118.4803
58 -28708.5831 -29730.7906
59 -33105.1848 -28708.5831
60 -26821.5868 -33105.1848
61 -42593.8217 -26821.5868
62 -27867.0400 -42593.8217
63 -34100.0918 -27867.0400
64 -37426.6184 -34100.0918
65 -34788.2364 -37426.6184
66 -34676.1753 -34788.2364
67 -27043.4415 -34676.1753
68 -21098.1599 -27043.4415
69 -27135.3218 -21098.1599
70 -48544.7856 -27135.3218
71 -41790.3067 -48544.7856
72 -27716.9248 -41790.3067
73 -31736.5474 -27716.9248
74 -22903.1157 -31736.5474
75 -35861.8158 -22903.1157
76 -24369.5589 -35861.8158
77 -36738.8726 -24369.5589
78 -35892.2641 -36738.8726
79 -24681.0853 -35892.2641
80 -36208.5432 -24681.0853
81 -29591.0053 -36208.5432
82 -19700.5470 -29591.0053
83 -41688.1648 -19700.5470
84 -25327.6803 -41688.1648
85 -37407.2420 -25327.6803
86 -28324.1366 -37407.2420
87 -25801.6609 -28324.1366
88 -28313.3152 -25801.6609
89 -24279.9608 -28313.3152
90 -28174.4394 -24279.9608
91 -31532.8118 -28174.4394
92 -33684.4625 -31532.8118
93 -24210.4439 -33684.4625
94 -41412.3816 -24210.4439
95 -36482.2282 -41412.3816
96 -19310.2338 -36482.2282
97 -35396.7236 -19310.2338
98 -20001.7129 -35396.7236
99 -33677.3486 -20001.7129
100 -34298.2341 -33677.3486
101 -33250.7074 -34298.2341
102 -28716.6305 -33250.7074
103 -25421.0106 -28716.6305
104 -34363.1246 -25421.0106
105 -36085.4182 -34363.1246
106 -43890.0703 -36085.4182
107 -22979.2732 -43890.0703
108 -30448.0100 -22979.2732
109 -36997.5478 -30448.0100
110 -32781.7528 -36997.5478
111 -45586.0873 -32781.7528
112 -34337.2549 -45586.0873
113 -35221.3719 -34337.2549
114 -34189.7069 -35221.3719
115 -37637.1046 -34189.7069
116 -31185.0300 -37637.1046
117 -27372.9765 -31185.0300
118 -37220.6192 -27372.9765
119 -37331.9891 -37220.6192
120 -29075.8186 -37331.9891
121 -34544.4095 -29075.8186
122 -29827.1351 -34544.4095
123 -22393.2265 -29827.1351
124 -36380.6076 -22393.2265
125 -37863.8889 -36380.6076
126 -37298.4386 -37863.8889
127 -6173.0898 -37298.4386
128 -6962.1681 -6173.0898
129 -7104.7631 -6962.1681
130 -177750.9378 -7104.7631
131 -201473.6058 -177750.9378
132 137260.7680 -201473.6058
133 244846.8956 137260.7680
134 253304.2055 244846.8956
135 260971.7333 253304.2055
136 258416.5632 260971.7333
137 242838.6944 258416.5632
138 253460.3053 242838.6944
139 5117.4458 253460.3053
140 -5058.6583 5117.4458
141 -38100.9019 -5058.6583
142 -31646.2323 -38100.9019
143 -35400.5289 -31646.2323
144 -36970.3993 -35400.5289
145 -37381.6194 -36970.3993
146 -4478.2257 -37381.6194
147 -4042.4752 -4478.2257
148 -2253.6210 -4042.4752
149 -8603.6966 -2253.6210
150 -8400.5903 -8603.6966
151 -7044.5213 -8400.5903
152 -172978.1529 -7044.5213
153 -174504.7953 -172978.1529
154 139777.8833 -174504.7953
155 52678.7444 139777.8833
156 17438.7996 52678.7444
157 -5059.5465 17438.7996
158 -37389.2550 -5059.5465
159 -7115.1361 -37389.2550
160 130693.6677 -7115.1361
161 247870.8106 130693.6677
162 261059.3415 247870.8106
163 247849.6687 261059.3415
164 11834.1492 247849.6687
165 -297.5484 11834.1492
166 -5056.2529 -297.5484
167 -37353.4066 -5056.2529
168 -6186.6401 -37353.4066
169 -7080.6365 -6186.6401
170 -177075.9749 -7080.6365
171 139970.2411 -177075.9749
172 255902.0738 139970.2411
173 262848.6397 255902.0738
174 217742.7744 262848.6397
175 -5059.4642 217742.7744
176 -33631.0470 -5059.4642
177 -33048.6284 -33631.0470
178 -39103.4120 -33048.6284
179 -35312.1309 -39103.4120
180 -33331.2475 -35312.1309
181 -35900.1317 -33331.2475
182 -35700.6713 -35900.1317
183 -33948.9541 -35700.6713
184 -34381.0366 -33948.9541
185 -37118.4998 -34381.0366
186 -5976.2294 -37118.4998
187 -7093.7448 -5976.2294
188 -178260.7668 -7093.7448
189 140098.8532 -178260.7668
190 240533.9467 140098.8532
191 19189.3050 240533.9467
192 -5050.5098 19189.3050
193 -36909.9004 -5050.5098
194 -10901.9479 -36909.9004
195 -7107.6279 -10901.9479
196 139781.8136 -7107.6279
197 -4799.9257 139781.8136
198 7845.3632 -4799.9257
199 53266.6459 7845.3632
200 25597.5517 53266.6459
201 -5084.6181 25597.5517
202 -39052.2320 -5084.6181
203 -37164.8190 -39052.2320
204 16964.3181 -37164.8190
205 15335.4581 16964.3181
206 -1580.6319 15335.4581
207 -330.8313 -1580.6319
208 -1245.4368 -330.8313
209 -26671.5726 -1245.4368
210 -24232.8131 -26671.5726
211 -21453.6527 -24232.8131
212 -7533.1168 -21453.6527
213 -9410.3867 -7533.1168
214 -9152.1501 -9410.3867
215 30829.4584 -9152.1501
216 17113.0973 30829.4584
217 26609.2914 17113.0973
218 17681.2257 26609.2914
219 18289.6287 17681.2257
220 16985.8485 18289.6287
221 -38479.9818 16985.8485
222 21615.5558 -38479.9818
223 -1519.2978 21615.5558
224 -1804.3255 -1519.2978
225 -27418.8472 -1804.3255
226 -21474.3942 -27418.8472
227 53583.3154 -21474.3942
228 -9151.5882 53583.3154
229 20232.1426 -9151.5882
230 16963.9264 20232.1426
231 18367.8233 16963.9264
232 -26677.4970 18367.8233
233 -22329.6993 -26677.4970
234 -3054.3746 -22329.6993
235 -4320.2660 -3054.3746
236 -9147.4272 -4320.2660
237 16987.7905 -9147.4272
238 -41424.1582 16987.7905
239 18376.9622 -41424.1582
240 -29240.2684 18376.9622
241 -21590.0785 -29240.2684
242 -4735.5861 -21590.0785
243 -10084.9169 -4735.5861
244 -17525.3641 -10084.9169
245 -9146.5316 -17525.3641
246 17020.7058 -9146.5316
247 12010.2079 17020.7058
248 16965.0754 12010.2079
249 18373.4906 16965.0754
250 -26624.0306 18373.4906
251 -2766.5122 -26624.0306
252 -5430.6314 -2766.5122
253 -9139.1231 -5430.6314
254 16966.0318 -9139.1231
255 35345.9045 16966.0318
256 -2133.8446 35345.9045
257 -24009.2340 -2133.8446
258 -21919.8434 -24009.2340
259 -9140.5445 -21919.8434
260 16989.0825 -9140.5445
261 -41036.5446 16989.0825
262 20160.3731 -41036.5446
263 745.0774 20160.3731
264 -2826.9926 745.0774
265 -27414.6001 -2826.9926
266 -20521.9849 -27414.6001
267 -21520.7434 -20521.9849
268 -9144.1437 -21520.7434
269 16285.5589 -9144.1437
270 17008.3316 16285.5589
271 -42089.8303 17008.3316
272 18466.7302 -42089.8303
273 536.0135 18466.7302
274 950.6720 536.0135
275 -29418.2383 950.6720
276 -21378.5236 -29418.2383
277 -6363.9565 -21378.5236
278 177.4511 -6363.9565
279 -9143.8628 177.4511
280 15414.8125 -9143.8628
281 23274.8412 15414.8125
282 16964.6738 23274.8412
283 18372.8224 16964.6738
284 -26667.8846 18372.8224
285 -3092.5135 -26667.8846
286 -6367.0712 -3092.5135
287 -9149.1448 -6367.0712
288 17051.0349 -9149.1448
289 -38538.5964 17051.0349
290 -37984.2586 -38538.5964
291 21702.9173 -37984.2586
292 -8048.0187 21702.9173
293 -2563.8728 -8048.0187
294 -26649.5438 -2563.8728
295 -3114.9548 -26649.5438
296 -9148.8318 -3114.9548
297 21510.2352 -9148.8318
298 26737.5365 21510.2352
299 24465.2693 26737.5365
300 34710.8968 24465.2693
301 14043.7096 34710.8968
302 31707.6553 14043.7096
303 16965.9895 31707.6553
304 18375.0442 16965.9895
305 -26689.1382 18375.0442
306 -9145.1630 -26689.1382
307 16969.9571 -9145.1630
308 -30592.9841 16969.9571
309 18375.8513 -30592.9841
310 -26648.8823 18375.8513
311 -9141.0535 -26648.8823
312 16966.0939 -9141.0535
313 18379.0713 16966.0939
314 -26772.6413 18379.0713
315 -22133.0181 -26772.6413
316 -67453.7499 -22133.0181
317 -23154.5891 -67453.7499
318 -21352.1309 -23154.5891
319 5292.3718 -21352.1309
320 -7049.6788 5292.3718
321 -11136.7996 -7049.6788
322 -9153.6952 -11136.7996
323 16963.6130 -9153.6952
324 18468.2198 16963.6130
325 -2899.4911 18468.2198
326 -27781.3429 -2899.4911
327 -21917.8511 -27781.3429
328 -9155.2402 -21917.8511
329 18854.9420 -9155.2402
330 18701.6097 18854.9420
331 18734.9081 18701.6097
332 20607.1118 18734.9081
333 25678.7033 20607.1118
334 16965.9373 25678.7033
335 36524.8230 16965.9373
336 -3037.2008 36524.8230
337 -26662.4424 -3037.2008
338 -9142.0368 -26662.4424
339 45533.2814 -9142.0368
340 16965.8328 45533.2814
341 19534.1656 16965.8328
342 -3687.8868 19534.1656
343 -1855.5881 -3687.8868
344 -26668.5251 -1855.5881
345 -9139.0871 -26668.5251
346 17007.2156 -9139.0871
347 -41149.0371 17007.2156
348 17516.3231 -41149.0371
349 13003.7708 17516.3231
350 2518.4085 13003.7708
351 10379.0069 2518.4085
352 -26628.4330 10379.0069
353 -11111.1012 -26628.4330
354 -6826.2858 -11111.1012
355 -7369.5384 -6826.2858
356 -9141.8963 -7369.5384
357 17073.7591 -9141.8963
358 -46463.1364 17073.7591
359 -39084.5284 -46463.1364
360 20373.1199 -39084.5284
361 5311.7414 20373.1199
362 -2961.7350 5311.7414
363 -2606.0918 -2961.7350
364 -1801.2296 -2606.0918
365 -346.0918 -1801.2296
366 -276.1497 -346.0918
367 -3112.6701 -276.1497
368 -1148.7137 -3112.6701
369 6128.1256 -1148.7137
370 21973.0515 6128.1256
371 -4108.2105 21973.0515
372 -9135.6784 -4108.2105
373 58702.6752 -9135.6784
374 -1790.7359 58702.6752
375 -41022.5544 -1790.7359
376 7965.6545 -41022.5544
377 3116.4803 7965.6545
378 -3096.5854 3116.4803
379 7383.5677 -3096.5854
380 1313.8368 7383.5677
381 8856.7682 1313.8368
382 5182.2422 8856.7682
383 -3978.2731 5182.2422
384 -4271.8223 -3978.2731
385 7476.0284 -4271.8223
386 8751.7002 7476.0284
387 676.9163 8751.7002
388 -5706.7481 676.9163
389 12965.6691 -5706.7481
390 14485.8632 12965.6691
391 11802.9822 14485.8632
392 -26263.4451 11802.9822
393 -2628.9920 -26263.4451
394 6439.3599 -2628.9920
395 3001.3730 6439.3599
396 8972.1360 3001.3730
397 13468.2362 8972.1360
398 -75518.0470 13468.2362
399 -1026.0610 -75518.0470
400 -3687.6104 -1026.0610
401 4866.2730 -3687.6104
402 -10505.5715 4866.2730
403 102590.0857 -10505.5715
404 17072.0931 102590.0857
405 16859.9296 17072.0931
406 -34651.0483 16859.9296
407 179140.9522 -34651.0483
408 -65864.0831 179140.9522
409 42570.7665 -65864.0831
410 -136327.6304 42570.7665
411 73670.7658 -136327.6304
412 81076.8645 73670.7658
413 51272.4613 81076.8645
414 160407.0204 51272.4613
415 -23715.4828 160407.0204
416 -24239.7462 -23715.4828
417 168333.9309 -24239.7462
418 -25413.0401 168333.9309
419 -72861.4773 -25413.0401
420 -42221.3985 -72861.4773
421 36837.5340 -42221.3985
422 78426.2163 36837.5340
423 213439.2120 78426.2163
424 49037.2086 213439.2120
425 -29128.7692 49037.2086
426 50784.6062 -29128.7692
427 18434.2770 50784.6062
428 10938.3181 18434.2770
429 97818.2382 10938.3181
430 49147.3151 97818.2382
> 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/7fjxg1291404105.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/8fjxg1291404105.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/98swj1291404105.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/www/html/rcomp/tmp/108swj1291404105.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$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/11tbd71291404105.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/12fbbu1291404105.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/13lcro1291404105.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/14elqr1291404105.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/15hm6f1291404105.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/16ee461291404105.tab")
+ }
>
> try(system("convert tmp/1j9zp1291404105.ps tmp/1j9zp1291404105.png",intern=TRUE))
character(0)
> try(system("convert tmp/2cizs1291404105.ps tmp/2cizs1291404105.png",intern=TRUE))
character(0)
> try(system("convert tmp/3cizs1291404105.ps tmp/3cizs1291404105.png",intern=TRUE))
character(0)
> try(system("convert tmp/4cizs1291404105.ps tmp/4cizs1291404105.png",intern=TRUE))
character(0)
> try(system("convert tmp/55ayv1291404105.ps tmp/55ayv1291404105.png",intern=TRUE))
character(0)
> try(system("convert tmp/65ayv1291404105.ps tmp/65ayv1291404105.png",intern=TRUE))
character(0)
> try(system("convert tmp/7fjxg1291404105.ps tmp/7fjxg1291404105.png",intern=TRUE))
character(0)
> try(system("convert tmp/8fjxg1291404105.ps tmp/8fjxg1291404105.png",intern=TRUE))
character(0)
> try(system("convert tmp/98swj1291404105.ps tmp/98swj1291404105.png",intern=TRUE))
character(0)
> try(system("convert tmp/108swj1291404105.ps tmp/108swj1291404105.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
15.034 2.148 31.956