R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
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> x <- array(list(350
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+ ,'group'
+ ,'Costs'
+ ,'Trades'
+ ,'Orders'
+ ,'Dividends'
+ ,'Wealth'
+ ,'WRank'
+ ,'Profit/Trades'
+ ,'Profit/Cost'
+ ,'CCScore
')
+ ,1:431))
> y <- array(NA,dim=c(11,431),dimnames=list(c('Rank','group','Costs','Trades','Orders','Dividends','Wealth','WRank','Profit/Trades','Profit/Cost','CCScore
'),1:431))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> par20 = ''
> par19 = ''
> par18 = ''
> par17 = ''
> par16 = ''
> par15 = ''
> par14 = ''
> par13 = ''
> par12 = ''
> par11 = ''
> par10 = ''
> par9 = ''
> par8 = ''
> par7 = ''
> par6 = ''
> par5 = ''
> par4 = ''
> par3 = 'Linear Trend'
> par2 = 'Do not include Seasonal Dummies'
> par1 = '11'
> ylab = ''
> xlab = ''
> main = ''
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> library(lattice)
> library(lmtest)
Loading required package: zoo
Attaching package: 'zoo'
The following object(s) are masked from package:base :
as.Date.numeric
> n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
> par1 <- as.numeric(par1)
> x <- t(y)
> k <- length(x[1,])
> n <- length(x[,1])
> x1 <- cbind(x[,par1], x[,1:k!=par1])
> mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
> colnames(x1) <- mycolnames #colnames(x)[par1]
> x <- x1
> if (par3 == 'First Differences'){
+ x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
+ for (i in 1:n-1) {
+ for (j in 1:k) {
+ x2[i,j] <- x[i+1,j] - x[i,j]
+ }
+ }
+ x <- x2
+ }
> if (par2 == 'Include Monthly Dummies'){
+ x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
+ for (i in 1:11){
+ x2[seq(i,n,12),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> if (par2 == 'Include Quarterly Dummies'){
+ x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
+ for (i in 1:3){
+ x2[seq(i,n,4),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> k <- length(x[1,])
> if (par3 == 'Linear Trend'){
+ x <- cbind(x, c(1:n))
+ colnames(x)[k+1] <- 't'
+ }
> x
CCScore\r Rank group Costs Trades Orders Dividends Wealth WRank
1 0 350 1 1595 17 10 60720 319369 143
2 39 61 0 5565 47 43 94355 493408 38
3 0 287 0 601 6 5 60720 319210 144
4 0 268 1 188 11 9 77655 381180 67
5 305 25 1 7146 105 83 134028 297978 367
6 -9 418 0 1135 17 20 62285 290476 384
7 -1 392 1 450 8 6 59325 292136 380
8 0 131 1 34 8 7 60630 314353 309
9 0 316 1 133 14 4 65990 339445 109
10 0 347 1 119 6 3 59118 303677 354
11 33 68 0 2053 53 44 100423 397144 60
12 32 70 0 4036 63 85 100269 424898 53
13 1 147 1 0 0 0 60720 315380 203
14 1 4655 393 55 60720 341570 105 360 30
15 1 131 11 15 61808 308989 338 9908 834
16 1 1766 73 46 60438 305959 349 1451 60
17 1 312 14 3 58598 318690 147 8478 381
18 1 448 40 7 59781 323361 132 3084 275
19 1 115 13 10 60945 318903 145 9146 1037
20 1 60 10 7 61124 314049 314 11405 1916
21 35 0 0 0 60720 315380 180 0 258
22 0 26 47705 298466 365 2813 271 0 343
23 121173 0 60720 315380 183 0 398 0 1442
24 57530 438493 49 2021 165 -3 115 0 1389
25 62041 378049 71 19783 128 6 188 1 149
26 60720 313332 318 22666 761 0 379 1 2212
27 136996 319864 142 8562 54 0 48 0 7489
28 60720 430866 50 717 31 70 366 1 0
29 115 315380 287 0 117 1 402 26 8
30 387 5106 330 5 412 0 7419 29 21
31 219 2999 12 -5 157 1 0 0 0
32 430 0 264 1 307 15 10 58856 331955
33 288 0 54 0 1134 162 63 146216 527021
34 22 58 64 0 7561 87 77 82425 364304
35 18 37 113 1 5131 71 44 86111 292154
36 12458 9 148 1 9 6 7 60835 314987
37 32 0 425 1 2264 24 20 55174 272713
38 29 -31 7 1 40949 481 263 129352 1398893
39 42 2865 197 0 4980 91 89 113521 409642
40 844 0 97 1 272 8 9 112995 429112
41 242 14 168 1 757 19 18 45689 382712
42 123 0 69 1 1424 94 73 131116 374943
43 184 32 127 1 0 0 0 60720 315380
44 401 0 378 52 16 71873 297413 369 1873
45 371 1 1061 5 3 70415 304252 353 20850
46 203 1 0 0 0 60720 315380 290 0
47 3689 9 9 61938 309596 334 12177 541 0
48 567 25 25 101792 377305 74 7092 48 74
49 27664 11 14 103345 386212 65 16928 329 20
50 1686 282 236 74996 657954 24 1624 17 247
51 1164 40 28 68696 368186 81 4205 100 11
52 15824 17 15 57320 269753 395 4103 60 -6
53 6575 64 56 63838 585715 30 6027 24 284
54 37597 159 63 151352 1071292 11 5480 133 819
55 314 248 234 37884 992426 12 3195 21 652
56 1932 5 4 60720 315371 294 23074 367 0
57 5692 36 20 72954 249898 403 1386 26 10
58 0 72 68 64239 357312 91 2185 28 22
59 0 0 0 60720 315380 257 0 322 1
60 364839 60720 315380 177 0 94 0 6533 75
61 230621 85 2198 25 16 400 0 2126 138
62 315877 413 222 14 -3 150 1 14 1
63 125390 161 115877 8041 0 107 0 3192 60
64 314882 427 -1243 -23 10 166 1 47 3
65 370837 305 38294 2432 0 47 0 4891 217
66 330068 79 787 35 73 182 0 531 10
67 324385 120 13007 245 0 245 1 2332 4
68 315380 131 31096 53 0 330 1 0 0
69 11409 277 0 10 0 16275 109 129 47818
70 1115 76 1974 429 1 9252 48 32 79510
71 13337 6 -129 2 0 29790 309 444 81767
72 0 138 28328 235 1 0 0 0 60720
73 0 187 0 2300 29 23 64873 352108 97
74 0 213 1 267 32 11 57640 330059 121
75 0 296 0 382 21 9 59365 340968 107
76 0 218 1 397 28 7 60646 317736 152
77 238 28 1 11920 182 73 31080 209458 419
78 3040 5 0 54660 302 315 126942 1491348 6
79 0 138 1 5 2 1 60720 314887 304
80 1 163 1 0 0 0 60720 315380 218
81 37 0 0 2 60720 315380 199 0 125
82 0 17 62920 353058 95 4137 58 1 216
83 60720 2 60720 315380 201 0 196 0 0
84 308 315380 263 0 128 1 94 7 10
85 296 16362 1212 0 223 1 3 2 1
86 357 57677 36505 0 165 1 454 51 24
87 110 2004 225 0 373 1 227 9 7
88 245 15182 603 0 324 0 0 0 0
89 469 0 251 1 206 9 9 53110 296702
90 34 0 11 1 25830 115 104 245546 1073089
91 -35 1910 62 1 1528 38 32 60326 146494
92 463 38 149 1 271 2 2 60720 325249
93 954 0 270 1 138 6 26 69817 331420
94 226 0 171 1 0 0 0 60720 315380
95 276 1 278 26 22 61404 314922 302 4420
96 383 1 282 30 12 62452 320016 141 4001
97 93 1 571 80 14 41477 280398 390 1005
98 302 1 2253 99 68 63593 452469 43 2550
99 385 1 290 2 1 58790 301164 360 50582
100 225 1 78 16 12 62700 317330 154 7333
101 275 1 20 2 1 60805 315576 169 57788
102 18073 1 0 0 0 60720 315380 284 0
103 1866 180 69 27284 -7170 429 -1151 -11 -366
104 42634 29 28 56225 322331 135 4218 66 0
105 249 156 168 157214 1629616 5 9164 34 2964
106 422 62 13 54323 292754 378 1496 373 0
107 2675 28 23 57935 318056 150 4216 280 0
108 965 79 54 59017 355178 93 1964 58 36
109 0 3 2 73490 204325 421 1442 4 -8
110 11 0 0 60720 315380 224 0 407 1
111 0 68005 317046 156 7315 188 -5 252 0
112 309560 60720 315380 240 0 257 1 365 8
113 414462 335 13695 300 0 63 0 3122 34
114 857217 54 6308 69 38 21 0 12988 119
115 697458 16 5523 51 601 38 0 5336 81
116 530670 22 6141 93 132 51 0 3160 108
117 238125 33 3062 105 66 386 1 2489 40
118 315380 408 953 15 0 325 1 0 0
119 12031 273 0 33 0 6984 45 40 80570
120 3718 78 195 91 1 2001 52 36 95551
121 1918 97 19 430 1 15236 90 86 77440
122 0 11 -158 259 0 0 0 0 60720
123 0 382 1 530 60 18 73433 317291 155
124 1 369 1 0 0 0 60720 315380 292
125 0 35624 223 244 157278 306275 347 477 3
126 1 1383 11 9 73221 317892 151 10717 85
127 0 875 14 12 67000 334280 112 9591 153
128 0 0 0 0 60720 315380 259 0 289
129 60720 0 60720 315380 254 0 307 0 0
130 312 315380 222 0 389 1 72 3 3
131 346 38070 1591 0 210 0 265 31 3
132 0 3450 404 194 1 0 0 0 60720
133 0 277 1 335 33 23 64175 320398 140
134 1 298 0 0 0 0 60720 315380 230
135 226 0 0 0 60720 315380 269 0 43
136 58 89 93811 501749 37 1335 67 101 71
137 0 49 27330 202055 422 35 1 31 133
138 60720 0 60720 315380 196 0 212 1 0
139 114 315380 206 0 186 0 638 14 11
140 283 9515 209 0 262 0 0 0 0
141 201 0 378 1 607 11 7 60436 322340
142 109 0 132 1 1558 63 25 55637 369448
143 69 0 279 0 1324 117 29 67440 291841
144 267 0 376 1 0 0 0 60720 315380
145 611 0 0 0 0 60720 315380 282 0
146 0 8 6 59190 296919 371 12115 159 -4
147 6 0 1 60720 315380 225 0 388 1
148 1 58620 309038 337 13630 118 0 420 1
149 13 65920 246541 405 15514 70 -12 114 0
150 14 74020 289513 385 6394 37 6 305 1
151 0 61808 344425 101 2725 394 0 346 1
152 314210 60720 315380 181 0 354 1 135 2
153 480382 311 57105 847 0 124 0 1659 29
154 315009 40 9668 169 2 136 1 316 9
155 315380 299 12779 364 0 130 1 0 0
156 10262 197 0 146 1 309 11 9 56535
157 15254 365 0 314 0 49 8 14 64107
158 0 2500 0 241 1 0 0 0 60720
159 163 34 0 4519 49 42 102129 597793 29
160 1 384 1 0 0 0 60720 315380 267
161 1 837 69 21 61262 315688 165 1677 138
162 1 5119 49 38 39039 378525 69 3643 35
163 1 1280 117 52 69465 312378 326 960 88
164 0 2564 22 19 130140 403560 59 9253 79
165 0 2045 20 16 97890 510834 36 15542 152
166 1 2234 16 11 77200 214215 418 888 6
167 0 975 23 19 90534 235133 410 1528 36
168 1 1136 32 26 48522 343613 103 4488 126
169 1 453 21 19 81125 365959 84 7903 366
170 14 0 0 0 60720 315380 210 0 227
171 17 9 60720 314551 307 8182 1874 0 234
172 0 13 61686 303230 355 6072 281 0 247
173 121920 0 60720 315380 233 0 49 1 4901
174 103960 469107 41 3204 55 67 88 1 540
175 60720 354228 94 11016 286 22 329 1 0
176 213 315380 253 0 160 1 0 0 0
177 306 0 271 0 0 0 0 60720 315380
178 172 1 2 9 12 60735 315394 174 12822
179 402 1 36 4 3 61564 312412 325 28103
180 4 1 776 9 8 64230 333505 113 14834
181 156 1 84738 588 428 -26007 223193 415 39
182 3 1 0 0 0 60720 315380 217 0
183 529 4 8 60761 315656 167 28914 37920 0
184 0 9 7 63870 296261 374 10696 182 -3
185 5 0 0 60720 315380 264 0 159 1
186 19 60845 336425 111 19489 337 0 181 1
187 0 71642 359335 87 4686 164 0 278 1
188 308636 60720 315380 232 0 89 1 2099 64
189 158492 339 1697 52 20 112 0 3437 47
190 315380 425 -883 -12 9 201 0 0 0
191 0 243 0 344 1 0 0 0 60720
192 446 22 0 22330 84 67 79801 711969 20
193 0 291 0 0 0 0 60720 315380 258
194 27 0 0 0 60720 315380 221 0 164
195 0 7 60830 306268 348 3936 220 0 358
196 88590 0 60720 315380 279 0 118 1 2239
197 82903 442882 47 11566 108 5 92 0 2949
198 60720 378509 70 4354 61 18 300 1 0
199 99 315380 223 0 312 1 365 83 32
200 310 1766 402 0 183 1 2461 57 25
201 17 2005 46 0 18 0 21950 519 265
202 416 1266 30 745 126 0 3294 23 23
203 295 748 5 1 193 1 141 6 7
204 342 19228 819 0 390 1 572 16 8
205 21 6746 189 -1 23 1 13326 102 103
206 423 4925 38 436 50 1 2284 33 41
207 160 -167 -2 66 206 0 10 2 5
208 207 58077 11639 0 162 1 0 0 0
209 92 0 98 0 1414 198 22 70184 330546
210 98 13 75 1 1975 35 34 118881 394510
211 2613 30 134 1 43 3 20 60887 312846
212 337 0 180 1 0 0 0 60720 315380
213 341 1 844 78 20 60925 296139 375 1233
214 154 1 304 15 12 62969 295580 376 6372
215 36 1 458 11 7 58625 297765 368 8888
216 192 1 18562 155 211 102313 377934 72 1148
217 7123 1 0 0 0 60720 315380 179 0
218 622 109 102 288170 638830 28 4026 62 769
219 174 73 38 73007 304376 352 1430 168 0
220 2220 1 3 64820 307424 344 107424 618 0
221 121 22 12 301670 644190 26 20190 200 154
222 11819 24 11 56178 295370 377 3974 788 0
223 0 85 70 106113 574339 31 4404 32 199
224 19 0 0 60720 315380 235 0 274 1
225 11 60798 310201 332 9183 883 0 406 1
226 35 70694 327007 124 9770 107 -5 116 1
227 0 56364 343466 104 3679 95 6 320 1
228 315380 60720 315380 274 0 367 1 0 0
229 29525 248 0 288 1 30 4 3 62045
230 7523 3912 0 414 0 3310 33 32 75230
231 11431 75 -6 74 1 554 11 9 79285
232 0 227 30 250 0 0 0 0 60720
233 0 224 1 468 21 20 60720 312161 328
234 -3 397 1 4917 42 26 52811 243650 406
235 -8 417 1 3256 66 23 35250 407159 57
236 1 323 1 0 0 0 60720 315380 185
237 1 125 13 10 59734 317698 153 9054 944
238 2 0 0 0 60720 315380 195 0 326
239 0 1 60722 312502 324 56251 5154 0 261
240 78780 0 60720 315380 262 0 357 1 514
241 60720 322378 133 2353 238 0 313 0 0
242 270 315380 226 0 360 1 0 0 0
243 333 0 272 0 0 0 0 60720 315380
244 0 1 0 0 0 60720 315380 276 0
245 0 0 0 60720 315380 272 0 362 1
246 640273 60720 315380 268 0 37 1 10327 91
247 345783 27 4838 43 135 42 1 13718 61
248 652925 100 2390 11 104 57 1 3748 9
249 439798 25 50325 121 53 30 1 14416 361
250 278990 48 664 17 220 404 0 1526 25
251 339836 391 3160 52 -4 80 0 666 171
252 240897 108 818 210 25 422 1 2844 67
253 315380 407 610 14 -15 297 1 0 0
254 5714 229 0 318 1 368 17 20 61167
255 0 264 0 175 1 0 0 0 60720
256 0 285 1 333 13 9 70811 331323 118
257 0 339 1 26 1 1 60896 313880 315
258 1 243 1 0 0 0 60720 315380 237
259 61 0 0 0 60720 315380 193 0 411
260 3 57 69863 309422 336 1794 84 -5 155
261 97 2 60938 315245 297 38415 5674 0 56
262 27 77 61348 405972 58 2123 86 54 204
263 1 12 50804 300962 361 3739 498 0 178
264 14 0 60745 316176 159 116176 1646 0 295
265 13 10 59506 302409 356 7315 1932 0 396
266 7 8 58456 283587 389 6430 149 -3 393
267 5 8 60950 263276 398 9039 102 -2 135
268 24 4 60720 312075 329 22415 174 0 364
269 0 28 61600 308336 340 4514 61 0 179
270 63915 0 60720 315380 209 0 231 1 317
271 60719 298700 363 10967 311 0 319 1 1
272 59500 315372 293 19229 84213 0 191 1 275
273 60720 318745 146 29686 431 0 321 1 0
274 56 315380 246 0 111 1 936 30 22
275 18 6963 223 9 29 1 8568 37 34
276 431 15856 68 223 423 0 11528 70 68
277 250 -4047 -25 -25 202 0 0 0 0
278 164 0 232 1 738 10 9 60720 321376
279 405 0 266 1 0 0 0 60720 315380
280 176 1 592 7 7 64270 276898 392 10985
281 236 1 126 10 8 60951 315547 171 11555
282 142 1 2 1 0 60743 315487 172 115487
283 18014 1 0 0 0 60720 315380 220 0
284 0 239 393 -1710 1405225 8 5043 67 943
285 0 0 0 60720 315380 256 0 328 0
286 983660 60720 315380 249 0 9 0 37704 452
287 318574 14 1734 21 2167 207 0 63 4
288 310768 148 29643 1891 0 73 1 1431 34
289 312887 330 3258 77 30 242 1 94 3
290 312339 321 37629 1200 0 229 1 192 4
291 314964 327 28085 586 0 317 1 32 1
292 379983 301 114964 3603 0 44 1 6869 105
293 315380 68 1714 26 90 349 1 0 0
294 0 176 0 140 1 0 0 0 60720
295 0 361 1 1 4 4 60722 315398 173
296 1 203 0 0 0 0 60720 315380 247
297 0 2328 94 57 82732 253588 400 570 23
298 1 209 13 19 64016 316647 157 8973 558
299 1 28 2 3 60890 315688 166 57844 4148
300 1 176 28 8 68136 310670 331 3952 629
301 0 1920 15 11 79420 165404 424 -2306 -18
302 1 87550 458 412 153198 4111912 3 8541 45
303 0 520 10 7 58650 291650 383 9165 176
304 2 0 0 0 60720 315380 231 0 421
305 8 1 69770 253468 402 26734 53 -14 217
306 12 6 60831 315688 164 14461 7687 0 353
307 66 10 59595 325699 126 10475 214 0 58
308 0 47 87720 446211 45 3730 46 49 359
309 114768 0 60720 315380 251 0 77 1 1012
310 60720 368078 82 3576 166 26 228 1 0
311 96 315380 215 0 83 1 876 59 33
312 1 2591 174 24 1 0 162556 1081 807
313 414 5626 37 56289 14 1 43556 247 190
314 388 110 1 929 395 0 3425 12 9
315 409 6993 25 -3 78 1 810 43 11
316 184 855 45 26 190 1 0 0 0
317 39 0 311 0 0 0 0 60720 315380
318 101 0 2365 79 83 191778 550608 32 4438
319 256 0 1261 33 31 76114 307528 343 3258
320 1585 1 0 0 0 60720 315380 238 0
321 16189 107 112 93099 355864 92 1457 98 2
322 0 295 290 116384 358589 89 538 10 379
323 0 0 0 60720 315380 242 0 273 0
324 375195 60720 315380 265 0 121 1 10579 92
325 288985 76 1904 17 4 214 1 474 20
326 315380 386 4449 188 0 348 1 0 0
327 3004 178 0 87 1 3642 86 100 90262
328 0 71 22 170 1 0 0 0 60720
329 0 200 0 472 20 19 80045 269587 397
330 0 158 1 98 2 2 61490 315236 298
331 -58 427 1 3999 30 21 51252 42754 428
332 1 233 1 0 0 0 60720 315380 216
333 1 621 48 13 60720 308256 341 2255 174
334 0 0 0 0 60720 315380 266 0 173
335 60798 0 60720 315380 189 0 301 0 30
336 60720 313164 320 28291 3808 0 368 1 0
337 396 315380 291 0 106 1 746 23 29
338 228 3029 93 10 208 0 0 0 0
339 249 0 282 1 0 0 0 60720 315380
340 0 0 0 0 0 60720 315380 260 0
341 136 0 0 60720 315380 194 0 52 0
342 114 134759 518365 35 2122 77 66 55 0
343 15 156608 233773 411 214 7 58 84 1
344 11 39625 301881 358 5660 125 23 143 1
345 12 56750 298568 364 6571 98 0 205 0
346 8 87390 325479 128 7381 253 0 141 1
347 122 58990 325506 127 8965 322 0 12 1
348 113 48020 984885 13 7135 62 1871 177 1
349 6 60720 313267 319 745 283 0 238 1
350 0 60349 315793 163 19299 2197 0 331 1
351 215362 60720 315380 278 0 426 0 5109 97
352 314073 417 158 3 -31 104 1 576 18
353 298096 313 6337 198 12 409 1 438 11
354 325176 366 8918 224 -5 292 1 165 24
355 207393 130 5216 759 0 40 1 4069 145
356 314806 420 51 2 119 185 0 23 5
357 341340 306 22961 4974 0 59 1 1285 107
358 426280 106 1321 110 49 82 0 4677 75
359 929118 52 3017 48 24 15 0 24811 505
360 307322 15 1444 29 822 253 1 167 2
361 315380 345 53661 642 0 342 1 0 0
362 3024 187 0 45 1 4628 62 39 69159
363 18357 41 85 189 1 226 5 5 65745
364 2353 406 0 76 0 1765 20 20 77623
365 8652 27 28 145 1 460 15 15 63346
366 38611 282 0 144 1 36 3 4 60894
367 9505 3215 0 408 1 989 11 12 58930
368 4108 106 -5 96 0 3055 43 30 60247
369 0 58 14 265 0 0 0 0 60720
370 0 161 1 0 0 0 60720 315380 212
371 0 0 0 0 60720 315380 236 0 237
372 60720 0 60720 315380 202 0 230 1 0
373 90 315380 214 0 66 1 13253 947 251
374 168 167 12 35 244 1 24 8 7
375 208 14455 4772 0 153 1 0 0 5
376 222 0 199 0 0 0 0 60720 315380
377 0 1 0 0 0 60720 315380 198 0
378 3 0 0 60720 315380 289 0 387 1
379 15 59661 327071 123 21179 969 0 85 1
380 55 102725 377516 73 11834 346 23 103 1
381 85 108479 299243 362 1241 29 12 60 0
382 17 87419 387699 63 1858 20 44 309 1
383 277 54683 309836 333 4993 286 0 20 1
384 10 122844 444477 46 655 14 643 391 1
385 4 62710 322327 136 12233 308 -1 139 1
386 7 60720 314913 303 22983 128 0 370 1
387 26 60720 315553 170 5503 531 0 31 0
388 47 87161 688779 23 17456 145 217 109 1
389 203 101481 321896 138 1998 21 10 41 1
390 5 128294 301607 359 119 12 108 215 1
391 0 62620 304485 351 14926 196 0 332 1
392 315380 60720 315380 275 0 310 0 0 0
393 10620 227 0 410 1 726 3 3 69980
394 5669 44 -5 81 1 1380 26 29 60982
395 10581 107 25 365 1 180 11 9 59635
396 2533 647 0 53 0 7285 115 97 188873
397 827 40 59 67 1 880 74 15 80791
398 57694 70 34 335 1 1 2 1 60727
399 0 117743 0 380 1 0 0 0 60720
400 0 334 1 96 5 4 60379 313729 316
401 14 95 1 1889 45 43 37527 358649 88
402 2854 8 0 45187 353 267 234817 1926517 4
403 0 221 1 288 4 3 60510 296656 373
404 -10 419 1 1270 26 24 69206 275311 393
405 -28 424 1 6526 26 20 55830 -42143 430
406 1 327 0 0 0 0 60720 315380 252
407 1 226 12 13 72835 343929 102 11994 636
408 1 694 8 6 68060 367655 83 20957 241
409 72 0 0 0 60720 315380 241 0 283
410 17 26 56726 313491 317 1576 455 0 350
411 47 10 60720 319369 143 7022 75 0 61
412 6 43 94355 493408 38 6243 53 39 287
413 11 5 60720 319210 144 19868 198 0 268
414 105 9 77655 381180 67 16471 964 0 25
415 17 83 134028 297978 367 933 14 305 418
416 8 20 62285 290476 384 5322 80 -9 392
417 8 6 59325 292136 380 11517 205 -1 131
418 14 7 60630 314353 309 14294 3340 0 316
419 6 4 65990 339445 109 9960 1052 0 347
420 53 3 59118 303677 354 17280 872 0 68
421 63 44 100423 397144 60 3720 96 33 70
422 0 85 100269 424898 53 3570 56 32 147
423 60720 0 60720 315380 203 0 169 1 4655
424 61808 341570 105 360 30 0 248 1 131
425 60438 308989 338 9908 834 0 152 1 1766
426 58598 305959 349 1451 60 0 351 1 312
427 59781 318690 147 8478 381 0 372 1 448
428 60945 323361 132 3084 275 0 137 1 115
429 61124 318903 145 9146 1037 0 352 1 60
430 60720 314049 314 11405 1916 0 338 1 0
431 365 315380 180 0 258 1 364 35 26
Profit/Trades Profit/Cost t
1 7022 75 1
2 6243 53 2
3 19868 198 3
4 16471 964 4
5 933 14 5
6 5322 80 6
7 11517 205 7
8 14294 3340 8
9 9960 1052 9
10 17280 872 10
11 3720 96 11
12 3570 56 12
13 0 169 13
14 0 248 14
15 0 152 15
16 0 351 16
17 0 372 17
18 0 137 18
19 0 352 19
20 0 338 20
21 1 364 21
22 1 0 22
23 118 239 23
24 9 6 24
25 5 6 25
26 14 10 26
27 322 149 27
28 0 0 28
29 84990 332743 29
30 63255 286963 30
31 60720 315380 31
32 116 8797 32
33 34 2019 33
34 86 1889 34
35 379 1298 35
36 300 19165 36
37 394 3030 37
38 9 2493 38
39 55 2304 39
40 51 28639 40
41 66 9616 41
42 77 1861 42
43 191 0 43
44 258 0 44
45 98 -4 45
46 174 1 46
47 46 0 47
48 90 1 48
49 27 0 49
50 105 1 50
51 413 0 51
52 26 1 52
53 16 1 53
54 19 0 54
55 336 1 55
56 110 0 56
57 86 0 57
58 294 1 58
59 0 0 59
60 29 126910 60
61 41 21001 61
62 0 61016 62
63 48 59831 63
64 1 60720 64
65 49 210568 65
66 11 71641 66
67 2 72680 67
68 0 60720 68
69 1443586 7 69
70 253537 401 70
71 4321023 2 71
72 315380 204 72
73 5245 66 73
74 4064 487 74
75 6713 369 75
76 4205 297 76
77 52 1 77
78 4276 24 78
79 57443 24814 79
80 0 219 80
81 0 2647 81
82 1 0 82
83 0 0 83
84 60793 314533 84
85 60698 315354 85
86 63261 302187 86
87 76644 336639 87
88 60720 315380 88
89 372 10745 89
90 10 7592 90
91 426 -1408 91
92 129 62625 92
93 117 21903 93
94 211 0 94
95 413 0 95
96 425 0 96
97 141 0 97
98 112 17 98
99 348 0 99
100 1511 0 100
101 5924 0 101
102 431 1 102
103 220 1 103
104 6 0 104
105 290 1 105
106 129 1 106
107 65 1 107
108 416 1 108
109 299 1 109
110 621 16 110
111 0 0 111
112 7 54820 112
113 25 94670 113
114 73 82340 114
115 80 112477 115
116 90 108094 116
117 29 67804 117
118 0 60720 118
119 741409 19 119
120 393343 62 120
121 372631 78 121
122 315380 239 122
123 1955 221 123
124 0 428 124
125 -70 100 125
126 13 122 126
127 3 198 127
128 0 0 128
129 0 0 129
130 60398 314210 130
131 60720 306948 131
132 315380 186 132
133 3648 359 133
134 0 356 134
135 1 4525 135
136 0 3045 136
137 1 0 137
138 0 0 138
139 60370 333210 139
140 60720 315380 140
141 134 11122 141
142 80 2690 142
143 381 785 143
144 280 0 144
145 403 1 145
146 303 1 146
147 923 8 147
148 661 3 148
149 2397 14 149
150 366 53 150
151 0 0 151
152 1 62065 152
153 25 107577 153
154 4 60505 154
155 0 60720 155
156 312878 322 156
157 322031 137 157
158 315380 200 158
159 8118 88 159
160 0 120 160
161 4 72 161
162 31 79 162
163 26 99 163
164 13 108 164
165 10 119 165
166 5 102 166
167 13 209 167
168 0 293 168
169 0 211 169
170 1 61 170
171 1 368 171
172 0 0 172
173 84 58 173
174 14 13 174
175 0 0 175
176 60720 315380 176
177 286 0 177
178 63057 0 178
179 3146 0 179
180 172 -4 180
181 0 4145 181
182 315 1 182
183 399 1 183
184 381 1 184
185 405 7 185
186 972 34 186
187 0 0 187
188 45 106611 188
189 33 48022 189
190 0 60720 190
191 315380 182 191
192 6095 23 192
193 0 269 193
194 1 483 194
195 1 0 195
196 21 17 196
197 41 40 197
198 0 9 198
199 87192 346611 199
200 55792 314289 200
201 114337 856956 201
202 75832 217193 202
203 61630 315366 203
204 58580 307930 204
205 165548 702380 205
206 76403 194493 206
207 61656 316155 207
208 60720 315380 208
209 119 659 209
210 61 5557 210
211 323 37615 211
212 190 0 212
213 114 0 213
214 314 0 214
215 213 0 215
216 10 143 216
217 17 1 217
218 254 1 218
219 374 1 219
220 35 1 220
221 377 1 221
222 32 0 222
223 260 1 223
224 125 12 224
225 1182 13 225
226 1503 39 226
227 0 0 227
228 0 60720 228
229 318098 149 229
230 448243 44 230
231 325738 125 231
232 315380 234 232
233 5341 239 233
234 1039 9 234
235 3139 64 235
236 0 340 236
237 0 239 237
238 1 22 238
239 0 0 239
240 52 15 240
241 0 0 241
242 60720 315380 242
243 285 0 243
244 355 1 244
245 0 0 245
246 74 88577 246
247 56 96448 247
248 6 50350 248
249 139 49857 249
250 21 69351 250
251 13 117869 251
252 74 72683 252
253 0 60720 253
254 297141 370 254
255 315380 205 255
256 10102 394 256
257 113880 4328 257
258 0 167 258
259 1 1303 259
260 1 20 260
261 1 2384 261
262 0 203 262
263 0 71 263
264 1 53 264
265 1 562 265
266 1 622 266
267 1 645 267
268 0 1763 268
269 1 0 269
270 9 7 270
271 6 5 271
272 4 7 272
273 0 0 273
274 67939 408881 274
275 32168 786690 275
276 -14545 -83265 276
277 60720 315380 277
278 139 12138 278
279 281 0 279
280 130 -4 280
281 921 0 281
282 52257 0 282
283 13 0 283
284 281 0 284
285 0 0 285
286 228 60448 286
287 2 65688 287
288 35 106885 288
289 3 61360 289
290 2 65276 290
291 0 59988 291
292 88 117520 292
293 0 60720 293
294 315380 188 294
295 28849 172235 295
296 0 255 296
297 0 308 297
298 0 195 298
299 0 280 299
300 0 415 300
301 -6 3 301
302 17936 151 302
303 0 304 303
304 1 1013 304
305 1 15 305
306 1 587 306
307 1 5371 307
308 1 0 308
309 47 29 309
310 0 0 310
311 138971 352850 311
312 213118 6282154 312
313 32648 227132 313
314 83620 283910 314
315 74015 236761 315
316 60720 315380 316
317 244 0 317
318 148 120 318
319 85 13 319
320 123 1 320
321 24 1 321
322 284 1 322
323 0 0 323
324 92 110309 324
325 10 61977 325
326 0 60720 326
327 458343 42 327
328 315380 192 328
329 3479 148 329
330 57618 1179 330
331 -5242 -39 331
332 0 345 332
333 0 375 333
334 1 0 334
335 4 4 335
336 0 0 336
337 71561 269661 337
338 60720 315380 338
339 255 0 339
340 240 1 340
341 4150 150 341
342 4658 158 342
343 814 18 343
344 1002 15 344
345 496 17 345
346 389 14 346
347 12679 110 347
348 400 152 348
349 53 6 349
350 0 0 350
351 82 67038 351
352 8 113761 352
353 9 58320 353
354 12 62841 354
355 131 79804 355
356 5 62555 356
357 51 99489 357
358 66 90131 358
359 280 95350 359
360 1 64245 360
361 0 60720 361
362 387475 64 362
363 291787 382 363
364 247060 404 364
365 329784 122 365
366 315834 162 366
367 304555 350 367
368 376641 75 368
369 315380 288 369
370 0 246 370
371 1 0 371
372 0 0 372
373 90829 357760 373
374 59818 315637 374
375 60720 315380 375
376 261 0 376
377 363 1 377
378 131 6 378
379 514 15 379
380 3366 80 380
381 9327 101 381
382 384 22 382
383 17821 373 383
384 397 10 384
385 897 5 385
386 218 21 386
387 3369 28 387
388 5702 61 388
389 8636 855 389
390 534 7 390
391 0 0 391
392 0 60720 392
393 231861 412 393
394 347385 98 394
395 316386 158 395
396 491303 39 396
397 261216 399 397
398 315388 175 398
399 315380 271 399
400 22746 1188 400
401 3526 84 401
402 4891 38 402
403 24164 335 403
404 2897 59 404
405 -9313 -37 405
406 0 263 406
407 0 394 407
408 -2 286 408
409 1 249 409
410 1 1595 410
411 0 5565 411
412 0 601 412
413 1 188 413
414 1 7146 414
415 0 1135 415
416 1 450 416
417 1 34 417
418 1 133 418
419 1 119 419
420 0 2053 420
421 0 4036 421
422 1 0 422
423 393 55 423
424 11 15 424
425 73 46 425
426 14 3 426
427 40 7 427
428 13 10 428
429 10 7 429
430 0 0 430
431 47705 298466 431
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) Rank group Costs
1.159e+05 -1.968e-01 8.836e-03 -2.709e-01
Trades Orders Dividends Wealth
-1.392e-01 -7.544e-02 -3.418e-01 -1.224e-01
WRank `Profit/Trades` `Profit/Cost` t
-2.125e-01 -7.037e-02 -4.794e-03 -1.589e+01
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-108770 -74816 -40530 11789 886575
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 1.159e+05 1.562e+04 7.419 6.61e-13 ***
Rank -1.968e-01 7.130e-02 -2.760 0.006034 **
group 8.836e-03 6.032e-02 0.146 0.883604
Costs -2.709e-01 6.387e-02 -4.241 2.74e-05 ***
Trades -1.392e-01 4.086e-02 -3.408 0.000718 ***
Orders -7.544e-02 2.903e-02 -2.599 0.009685 **
Dividends -3.418e-01 7.653e-02 -4.466 1.03e-05 ***
Wealth -1.224e-01 4.142e-02 -2.955 0.003307 **
WRank -2.125e-01 5.443e-02 -3.905 0.000110 ***
`Profit/Trades` -7.037e-02 2.671e-02 -2.635 0.008732 **
`Profit/Cost` -4.794e-03 1.973e-02 -0.243 0.808163
t -1.589e+01 5.340e+01 -0.298 0.766164
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 128900 on 419 degrees of freedom
Multiple R-squared: 0.1324, Adjusted R-squared: 0.1096
F-statistic: 5.811 on 11 and 419 DF, p-value: 8.797e-09
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 8.160370e-12 1.632074e-11 1.000000e+00
[2,] 2.070012e-15 4.140023e-15 1.000000e+00
[3,] 6.352335e-19 1.270467e-18 1.000000e+00
[4,] 1.171175e-22 2.342350e-22 1.000000e+00
[5,] 2.138993e-26 4.277985e-26 1.000000e+00
[6,] 3.540244e-30 7.080487e-30 1.000000e+00
[7,] 7.926813e-34 1.585363e-33 1.000000e+00
[8,] 2.790740e-37 5.581480e-37 1.000000e+00
[9,] 3.504426e-20 7.008852e-20 1.000000e+00
[10,] 7.498158e-21 1.499632e-20 1.000000e+00
[11,] 6.974716e-14 1.394943e-13 1.000000e+00
[12,] 2.652543e-13 5.305087e-13 1.000000e+00
[13,] 6.146485e-14 1.229297e-13 1.000000e+00
[14,] 7.024095e-15 1.404819e-14 1.000000e+00
[15,] 6.068053e-16 1.213611e-15 1.000000e+00
[16,] 1.415615e-16 2.831230e-16 1.000000e+00
[17,] 1.360766e-17 2.721533e-17 1.000000e+00
[18,] 1.041726e-13 2.083453e-13 1.000000e+00
[19,] 2.827450e-14 5.654901e-14 1.000000e+00
[20,] 4.622977e-15 9.245953e-15 1.000000e+00
[21,] 8.840328e-16 1.768066e-15 1.000000e+00
[22,] 1.299195e-16 2.598390e-16 1.000000e+00
[23,] 3.050142e-17 6.100284e-17 1.000000e+00
[24,] 1.165463e-17 2.330927e-17 1.000000e+00
[25,] 1.677054e-18 3.354108e-18 1.000000e+00
[26,] 2.385077e-19 4.770155e-19 1.000000e+00
[27,] 3.300682e-20 6.601365e-20 1.000000e+00
[28,] 4.530562e-21 9.061124e-21 1.000000e+00
[29,] 6.049635e-22 1.209927e-21 1.000000e+00
[30,] 8.048491e-23 1.609698e-22 1.000000e+00
[31,] 1.048488e-23 2.096976e-23 1.000000e+00
[32,] 1.336286e-24 2.672572e-24 1.000000e+00
[33,] 2.588596e-25 5.177191e-25 1.000000e+00
[34,] 6.171262e-26 1.234252e-25 1.000000e+00
[35,] 3.411698e-26 6.823397e-26 1.000000e+00
[36,] 1.148979e-25 2.297959e-25 1.000000e+00
[37,] 1.651470e-26 3.302940e-26 1.000000e+00
[38,] 2.676004e-27 5.352009e-27 1.000000e+00
[39,] 4.193855e-28 8.387710e-28 1.000000e+00
[40,] 1.028753e-28 2.057505e-28 1.000000e+00
[41,] 5.015610e-29 1.003122e-28 1.000000e+00
[42,] 6.997920e-30 1.399584e-29 1.000000e+00
[43,] 9.644484e-31 1.928897e-30 1.000000e+00
[44,] 1.343367e-31 2.686735e-31 1.000000e+00
[45,] 1.828982e-32 3.657965e-32 1.000000e+00
[46,] 2.928356e-33 5.856713e-33 1.000000e+00
[47,] 4.887021e-21 9.774042e-21 1.000000e+00
[48,] 2.029325e-15 4.058649e-15 1.000000e+00
[49,] 1.908715e-15 3.817430e-15 1.000000e+00
[50,] 1.391584e-13 2.783169e-13 1.000000e+00
[51,] 7.097968e-14 1.419594e-13 1.000000e+00
[52,] 4.033681e-13 8.067362e-13 1.000000e+00
[53,] 7.178230e-13 1.435646e-12 1.000000e+00
[54,] 8.789340e-13 1.757868e-12 1.000000e+00
[55,] 9.535780e-11 1.907156e-10 1.000000e+00
[56,] 9.525144e-10 1.905029e-09 1.000000e+00
[57,] 9.439838e-09 1.887968e-08 1.000000e+00
[58,] 7.365029e-08 1.473006e-07 9.999999e-01
[59,] 6.919335e-07 1.383867e-06 9.999993e-01
[60,] 9.068867e-07 1.813773e-06 9.999991e-01
[61,] 7.813931e-07 1.562786e-06 9.999992e-01
[62,] 5.932203e-07 1.186441e-06 9.999994e-01
[63,] 5.159816e-07 1.031963e-06 9.999995e-01
[64,] 6.126664e-07 1.225333e-06 9.999994e-01
[65,] 5.295811e-07 1.059162e-06 9.999995e-01
[66,] 4.357085e-07 8.714170e-07 9.999996e-01
[67,] 3.259709e-07 6.519417e-07 9.999997e-01
[68,] 2.749154e-07 5.498307e-07 9.999997e-01
[69,] 1.609621e-07 3.219242e-07 9.999998e-01
[70,] 2.029515e-07 4.059029e-07 9.999998e-01
[71,] 2.383625e-07 4.767250e-07 9.999998e-01
[72,] 2.992983e-07 5.985966e-07 9.999997e-01
[73,] 2.396169e-07 4.792338e-07 9.999998e-01
[74,] 1.833086e-07 3.666171e-07 9.999998e-01
[75,] 1.383555e-07 2.767111e-07 9.999999e-01
[76,] 1.163693e-07 2.327385e-07 9.999999e-01
[77,] 1.018974e-07 2.037948e-07 9.999999e-01
[78,] 6.863145e-08 1.372629e-07 9.999999e-01
[79,] 4.619642e-08 9.239284e-08 1.000000e+00
[80,] 3.153331e-08 6.306662e-08 1.000000e+00
[81,] 1.819724e-08 3.639447e-08 1.000000e+00
[82,] 1.042437e-08 2.084874e-08 1.000000e+00
[83,] 5.993915e-09 1.198783e-08 1.000000e+00
[84,] 3.636808e-09 7.273615e-09 1.000000e+00
[85,] 2.040370e-09 4.080740e-09 1.000000e+00
[86,] 1.137014e-09 2.274029e-09 1.000000e+00
[87,] 6.292727e-10 1.258545e-09 1.000000e+00
[88,] 3.484554e-10 6.969108e-10 1.000000e+00
[89,] 3.272255e-10 6.544510e-10 1.000000e+00
[90,] 1.806360e-10 3.612720e-10 1.000000e+00
[91,] 1.719236e-10 3.438473e-10 1.000000e+00
[92,] 1.156942e-10 2.313883e-10 1.000000e+00
[93,] 7.337526e-11 1.467505e-10 1.000000e+00
[94,] 4.556321e-11 9.112641e-11 1.000000e+00
[95,] 2.930332e-11 5.860663e-11 1.000000e+00
[96,] 1.804732e-11 3.609463e-11 1.000000e+00
[97,] 1.167195e-09 2.334390e-09 1.000000e+00
[98,] 1.119946e-09 2.239892e-09 1.000000e+00
[99,] 9.661732e-08 1.932346e-07 9.999999e-01
[100,] 4.485695e-02 8.971390e-02 9.551431e-01
[101,] 4.378882e-01 8.757765e-01 5.621118e-01
[102,] 6.687636e-01 6.624729e-01 3.312364e-01
[103,] 6.482550e-01 7.034900e-01 3.517450e-01
[104,] 6.557334e-01 6.885333e-01 3.442666e-01
[105,] 6.655218e-01 6.689563e-01 3.344782e-01
[106,] 6.689706e-01 6.620587e-01 3.310294e-01
[107,] 6.696146e-01 6.607707e-01 3.303854e-01
[108,] 6.708803e-01 6.582394e-01 3.291197e-01
[109,] 6.577566e-01 6.844869e-01 3.422434e-01
[110,] 6.446546e-01 7.106909e-01 3.553454e-01
[111,] 6.217384e-01 7.565231e-01 3.782616e-01
[112,] 6.008224e-01 7.983552e-01 3.991776e-01
[113,] 5.782233e-01 8.435533e-01 4.217767e-01
[114,] 5.563960e-01 8.872079e-01 4.436040e-01
[115,] 5.268933e-01 9.462133e-01 4.731067e-01
[116,] 5.150049e-01 9.699902e-01 4.849951e-01
[117,] 5.214027e-01 9.571946e-01 4.785973e-01
[118,] 5.143589e-01 9.712823e-01 4.856411e-01
[119,] 4.948594e-01 9.897189e-01 5.051406e-01
[120,] 4.754015e-01 9.508030e-01 5.245985e-01
[121,] 4.523813e-01 9.047626e-01 5.476187e-01
[122,] 4.236462e-01 8.472924e-01 5.763538e-01
[123,] 4.057560e-01 8.115121e-01 5.942440e-01
[124,] 3.773235e-01 7.546471e-01 6.226765e-01
[125,] 3.570349e-01 7.140699e-01 6.429651e-01
[126,] 3.576560e-01 7.153121e-01 6.423440e-01
[127,] 3.374156e-01 6.748312e-01 6.625844e-01
[128,] 3.157435e-01 6.314870e-01 6.842565e-01
[129,] 2.962124e-01 5.924248e-01 7.037876e-01
[130,] 2.761424e-01 5.522847e-01 7.238576e-01
[131,] 2.515917e-01 5.031833e-01 7.484083e-01
[132,] 2.350966e-01 4.701931e-01 7.649034e-01
[133,] 2.190842e-01 4.381684e-01 7.809158e-01
[134,] 2.503323e-01 5.006646e-01 7.496677e-01
[135,] 2.585612e-01 5.171224e-01 7.414388e-01
[136,] 2.611605e-01 5.223210e-01 7.388395e-01
[137,] 2.596024e-01 5.192049e-01 7.403976e-01
[138,] 2.915517e-01 5.831034e-01 7.084483e-01
[139,] 4.709837e-01 9.419674e-01 5.290163e-01
[140,] 4.995101e-01 9.990202e-01 5.004899e-01
[141,] 5.261056e-01 9.477888e-01 4.738944e-01
[142,] 5.106272e-01 9.787456e-01 4.893728e-01
[143,] 4.926534e-01 9.853068e-01 5.073466e-01
[144,] 4.771471e-01 9.542943e-01 5.228529e-01
[145,] 4.481899e-01 8.963799e-01 5.518101e-01
[146,] 4.262529e-01 8.525058e-01 5.737471e-01
[147,] 4.041718e-01 8.083436e-01 5.958282e-01
[148,] 3.824247e-01 7.648495e-01 6.175753e-01
[149,] 3.614766e-01 7.229533e-01 6.385234e-01
[150,] 3.395064e-01 6.790128e-01 6.604936e-01
[151,] 3.205162e-01 6.410324e-01 6.794838e-01
[152,] 3.048257e-01 6.096514e-01 6.951743e-01
[153,] 2.884679e-01 5.769358e-01 7.115321e-01
[154,] 2.716461e-01 5.432922e-01 7.283539e-01
[155,] 2.546598e-01 5.093195e-01 7.453402e-01
[156,] 2.399003e-01 4.798006e-01 7.600997e-01
[157,] 2.198886e-01 4.397773e-01 7.801114e-01
[158,] 2.011290e-01 4.022579e-01 7.988710e-01
[159,] 1.903874e-01 3.807749e-01 8.096126e-01
[160,] 1.801125e-01 3.602250e-01 8.198875e-01
[161,] 1.619837e-01 3.239675e-01 8.380163e-01
[162,] 1.493022e-01 2.986043e-01 8.506978e-01
[163,] 1.359216e-01 2.718433e-01 8.640784e-01
[164,] 1.209768e-01 2.419535e-01 8.790232e-01
[165,] 1.071243e-01 2.142486e-01 8.928757e-01
[166,] 9.447443e-02 1.889489e-01 9.055256e-01
[167,] 8.598020e-02 1.719604e-01 9.140198e-01
[168,] 7.529830e-02 1.505966e-01 9.247017e-01
[169,] 6.726365e-02 1.345273e-01 9.327363e-01
[170,] 6.083042e-02 1.216608e-01 9.391696e-01
[171,] 5.497554e-02 1.099511e-01 9.450245e-01
[172,] 5.538469e-02 1.107694e-01 9.446153e-01
[173,] 5.447631e-02 1.089526e-01 9.455237e-01
[174,] 6.423534e-02 1.284707e-01 9.357647e-01
[175,] 5.611055e-02 1.122211e-01 9.438895e-01
[176,] 6.453071e-02 1.290614e-01 9.354693e-01
[177,] 5.947256e-02 1.189451e-01 9.405274e-01
[178,] 5.180424e-02 1.036085e-01 9.481958e-01
[179,] 4.676814e-02 9.353629e-02 9.532319e-01
[180,] 4.273544e-02 8.547088e-02 9.572646e-01
[181,] 3.724759e-02 7.449518e-02 9.627524e-01
[182,] 3.269416e-02 6.538833e-02 9.673058e-01
[183,] 2.897958e-02 5.795916e-02 9.710204e-01
[184,] 2.469533e-02 4.939066e-02 9.753047e-01
[185,] 2.175315e-02 4.350631e-02 9.782468e-01
[186,] 2.230810e-02 4.461620e-02 9.776919e-01
[187,] 2.126543e-02 4.253086e-02 9.787346e-01
[188,] 2.096920e-02 4.193840e-02 9.790308e-01
[189,] 2.073040e-02 4.146081e-02 9.792696e-01
[190,] 2.023692e-02 4.047384e-02 9.797631e-01
[191,] 1.822884e-02 3.645769e-02 9.817712e-01
[192,] 1.790713e-02 3.581426e-02 9.820929e-01
[193,] 1.766693e-02 3.533386e-02 9.823331e-01
[194,] 1.684919e-02 3.369838e-02 9.831508e-01
[195,] 1.429934e-02 2.859868e-02 9.857007e-01
[196,] 1.196151e-02 2.392302e-02 9.880385e-01
[197,] 1.007477e-02 2.014953e-02 9.899252e-01
[198,] 8.487296e-03 1.697459e-02 9.915127e-01
[199,] 7.030095e-03 1.406019e-02 9.929699e-01
[200,] 5.798861e-03 1.159772e-02 9.942011e-01
[201,] 4.762757e-03 9.525514e-03 9.952372e-01
[202,] 3.930156e-03 7.860313e-03 9.960698e-01
[203,] 3.196036e-03 6.392072e-03 9.968040e-01
[204,] 2.746899e-03 5.493798e-03 9.972531e-01
[205,] 2.343119e-03 4.686239e-03 9.976569e-01
[206,] 1.891736e-03 3.783471e-03 9.981083e-01
[207,] 1.664736e-03 3.329471e-03 9.983353e-01
[208,] 1.391693e-03 2.783385e-03 9.986083e-01
[209,] 1.103379e-03 2.206757e-03 9.988966e-01
[210,] 9.313088e-04 1.862618e-03 9.990687e-01
[211,] 9.425069e-04 1.885014e-03 9.990575e-01
[212,] 9.333781e-04 1.866756e-03 9.990666e-01
[213,] 9.338522e-04 1.867704e-03 9.990661e-01
[214,] 1.316308e-03 2.632616e-03 9.986837e-01
[215,] 1.064111e-03 2.128222e-03 9.989359e-01
[216,] 8.664306e-04 1.732861e-03 9.991336e-01
[217,] 7.030570e-04 1.406114e-03 9.992969e-01
[218,] 5.839366e-04 1.167873e-03 9.994161e-01
[219,] 5.057859e-04 1.011572e-03 9.994942e-01
[220,] 4.531977e-04 9.063953e-04 9.995468e-01
[221,] 3.984103e-04 7.968206e-04 9.996016e-01
[222,] 3.545211e-04 7.090422e-04 9.996455e-01
[223,] 3.359288e-04 6.718577e-04 9.996641e-01
[224,] 3.231274e-04 6.462547e-04 9.996769e-01
[225,] 2.563409e-04 5.126818e-04 9.997437e-01
[226,] 2.021125e-04 4.042250e-04 9.997979e-01
[227,] 1.568447e-04 3.136895e-04 9.998432e-01
[228,] 1.266524e-04 2.533048e-04 9.998733e-01
[229,] 9.888525e-05 1.977705e-04 9.999011e-01
[230,] 7.599773e-05 1.519955e-04 9.999240e-01
[231,] 6.353374e-05 1.270675e-04 9.999365e-01
[232,] 3.172013e-03 6.344027e-03 9.968280e-01
[233,] 4.665121e-03 9.330242e-03 9.953349e-01
[234,] 6.388954e-02 1.277791e-01 9.361105e-01
[235,] 1.124854e-01 2.249708e-01 8.875146e-01
[236,] 1.137123e-01 2.274246e-01 8.862877e-01
[237,] 1.330695e-01 2.661390e-01 8.669305e-01
[238,] 1.262968e-01 2.525936e-01 8.737032e-01
[239,] 1.374361e-01 2.748722e-01 8.625639e-01
[240,] 1.273771e-01 2.547543e-01 8.726229e-01
[241,] 1.180217e-01 2.360435e-01 8.819783e-01
[242,] 1.093655e-01 2.187311e-01 8.906345e-01
[243,] 9.941334e-02 1.988267e-01 9.005867e-01
[244,] 9.333238e-02 1.866648e-01 9.066676e-01
[245,] 8.926089e-02 1.785218e-01 9.107391e-01
[246,] 7.959210e-02 1.591842e-01 9.204079e-01
[247,] 7.022513e-02 1.404503e-01 9.297749e-01
[248,] 6.115705e-02 1.223141e-01 9.388429e-01
[249,] 5.407622e-02 1.081524e-01 9.459238e-01
[250,] 4.707427e-02 9.414854e-02 9.529257e-01
[251,] 4.134409e-02 8.268818e-02 9.586559e-01
[252,] 3.651183e-02 7.302365e-02 9.634882e-01
[253,] 3.247027e-02 6.494054e-02 9.675297e-01
[254,] 2.828516e-02 5.657033e-02 9.717148e-01
[255,] 2.472424e-02 4.944848e-02 9.752758e-01
[256,] 2.093935e-02 4.187870e-02 9.790607e-01
[257,] 1.766884e-02 3.533767e-02 9.823312e-01
[258,] 1.477033e-02 2.954065e-02 9.852297e-01
[259,] 1.231429e-02 2.462857e-02 9.876857e-01
[260,] 1.061616e-02 2.123232e-02 9.893838e-01
[261,] 1.063337e-02 2.126674e-02 9.893666e-01
[262,] 1.193333e-02 2.386665e-02 9.880667e-01
[263,] 1.265779e-02 2.531558e-02 9.873422e-01
[264,] 1.073153e-02 2.146306e-02 9.892685e-01
[265,] 9.175397e-03 1.835079e-02 9.908246e-01
[266,] 7.666966e-03 1.533393e-02 9.923330e-01
[267,] 6.319637e-03 1.263927e-02 9.936804e-01
[268,] 5.180316e-03 1.036063e-02 9.948197e-01
[269,] 4.215216e-03 8.430431e-03 9.957848e-01
[270,] 7.336004e-03 1.467201e-02 9.926640e-01
[271,] 6.110678e-03 1.222136e-02 9.938893e-01
[272,] 7.939572e-01 4.120856e-01 2.060428e-01
[273,] 8.068162e-01 3.863676e-01 1.931838e-01
[274,] 8.177750e-01 3.644500e-01 1.822250e-01
[275,] 8.289467e-01 3.421066e-01 1.710533e-01
[276,] 8.416056e-01 3.167887e-01 1.583944e-01
[277,] 8.558233e-01 2.883533e-01 1.441767e-01
[278,] 9.019194e-01 1.961612e-01 9.808059e-02
[279,] 9.152172e-01 1.695656e-01 8.478278e-02
[280,] 9.064470e-01 1.871060e-01 9.355300e-02
[281,] 8.977792e-01 2.044415e-01 1.022208e-01
[282,] 8.907474e-01 2.185052e-01 1.092526e-01
[283,] 8.832937e-01 2.334127e-01 1.167063e-01
[284,] 8.767083e-01 2.465834e-01 1.232917e-01
[285,] 8.699307e-01 2.601386e-01 1.300693e-01
[286,] 8.642542e-01 2.714917e-01 1.357458e-01
[287,] 8.609807e-01 2.780385e-01 1.390193e-01
[288,] 9.657727e-01 6.845458e-02 3.422729e-02
[289,] 9.606833e-01 7.863341e-02 3.931670e-02
[290,] 9.547958e-01 9.040845e-02 4.520423e-02
[291,] 9.488517e-01 1.022965e-01 5.114826e-02
[292,] 9.411006e-01 1.177988e-01 5.889939e-02
[293,] 9.327273e-01 1.345453e-01 6.727267e-02
[294,] 9.216663e-01 1.566674e-01 7.833371e-02
[295,] 9.125355e-01 1.749289e-01 8.746447e-02
[296,] 8.991120e-01 2.017759e-01 1.008880e-01
[297,] 8.849359e-01 2.301281e-01 1.150641e-01
[298,] 8.751063e-01 2.497874e-01 1.248937e-01
[299,] 8.726133e-01 2.547734e-01 1.273867e-01
[300,] 8.777900e-01 2.444200e-01 1.222100e-01
[301,] 8.883659e-01 2.232681e-01 1.116341e-01
[302,] 9.069520e-01 1.860959e-01 9.304796e-02
[303,] 8.949043e-01 2.101913e-01 1.050957e-01
[304,] 9.065126e-01 1.869748e-01 9.348739e-02
[305,] 8.926153e-01 2.147694e-01 1.073847e-01
[306,] 8.778695e-01 2.442610e-01 1.221305e-01
[307,] 8.612950e-01 2.774101e-01 1.387050e-01
[308,] 8.436952e-01 3.126096e-01 1.563048e-01
[309,] 8.238195e-01 3.523610e-01 1.761805e-01
[310,] 8.892047e-01 2.215907e-01 1.107953e-01
[311,] 8.854676e-01 2.290648e-01 1.145324e-01
[312,] 8.893988e-01 2.212025e-01 1.106012e-01
[313,] 8.756322e-01 2.487356e-01 1.243678e-01
[314,] 8.604860e-01 2.790281e-01 1.395140e-01
[315,] 8.578912e-01 2.842176e-01 1.421088e-01
[316,] 8.544098e-01 2.911803e-01 1.455902e-01
[317,] 8.718694e-01 2.562612e-01 1.281306e-01
[318,] 8.837912e-01 2.324176e-01 1.162088e-01
[319,] 8.707131e-01 2.585738e-01 1.292869e-01
[320,] 8.580230e-01 2.839541e-01 1.419770e-01
[321,] 8.397688e-01 3.204625e-01 1.602312e-01
[322,] 8.217500e-01 3.565000e-01 1.782500e-01
[323,] 8.094516e-01 3.810967e-01 1.905484e-01
[324,] 8.519266e-01 2.961468e-01 1.480734e-01
[325,] 8.391941e-01 3.216118e-01 1.608059e-01
[326,] 8.163218e-01 3.673565e-01 1.836782e-01
[327,] 7.931108e-01 4.137784e-01 2.068892e-01
[328,] 7.900348e-01 4.199304e-01 2.099652e-01
[329,] 7.962738e-01 4.074524e-01 2.037262e-01
[330,] 8.091863e-01 3.816274e-01 1.908137e-01
[331,] 8.226720e-01 3.546560e-01 1.773280e-01
[332,] 8.326796e-01 3.346407e-01 1.673204e-01
[333,] 8.447734e-01 3.104533e-01 1.552266e-01
[334,] 8.554060e-01 2.891880e-01 1.445940e-01
[335,] 8.685560e-01 2.628880e-01 1.314440e-01
[336,] 8.805168e-01 2.389663e-01 1.194832e-01
[337,] 8.654354e-01 2.691292e-01 1.345646e-01
[338,] 8.543433e-01 2.913135e-01 1.456567e-01
[339,] 8.393929e-01 3.212142e-01 1.606071e-01
[340,] 8.289074e-01 3.421852e-01 1.710926e-01
[341,] 8.109527e-01 3.780947e-01 1.890473e-01
[342,] 7.959265e-01 4.081470e-01 2.040735e-01
[343,] 7.945320e-01 4.109360e-01 2.054680e-01
[344,] 8.438948e-01 3.122103e-01 1.561052e-01
[345,] 1.000000e+00 8.389809e-11 4.194905e-11
[346,] 1.000000e+00 7.389879e-13 3.694939e-13
[347,] 1.000000e+00 2.860168e-18 1.430084e-18
[348,] 1.000000e+00 8.655726e-18 4.327863e-18
[349,] 1.000000e+00 2.566181e-17 1.283090e-17
[350,] 1.000000e+00 7.574908e-17 3.787454e-17
[351,] 1.000000e+00 2.252847e-16 1.126424e-16
[352,] 1.000000e+00 5.412151e-16 2.706075e-16
[353,] 1.000000e+00 1.581189e-15 7.905947e-16
[354,] 1.000000e+00 4.600684e-15 2.300342e-15
[355,] 1.000000e+00 1.316936e-14 6.584678e-15
[356,] 1.000000e+00 3.776304e-14 1.888152e-14
[357,] 1.000000e+00 1.059229e-13 5.296146e-14
[358,] 1.000000e+00 9.211828e-14 4.605914e-14
[359,] 1.000000e+00 2.678759e-13 1.339380e-13
[360,] 1.000000e+00 7.388858e-13 3.694429e-13
[361,] 1.000000e+00 2.018697e-12 1.009349e-12
[362,] 1.000000e+00 5.673963e-12 2.836981e-12
[363,] 1.000000e+00 8.086251e-12 4.043126e-12
[364,] 1.000000e+00 8.213393e-12 4.106696e-12
[365,] 1.000000e+00 1.878129e-11 9.390647e-12
[366,] 1.000000e+00 5.039151e-11 2.519576e-11
[367,] 1.000000e+00 1.308048e-10 6.540241e-11
[368,] 1.000000e+00 2.817957e-10 1.408979e-10
[369,] 1.000000e+00 6.732463e-10 3.366232e-10
[370,] 1.000000e+00 9.176817e-10 4.588409e-10
[371,] 1.000000e+00 2.386175e-09 1.193087e-09
[372,] 1.000000e+00 3.814514e-09 1.907257e-09
[373,] 1.000000e+00 7.470790e-09 3.735395e-09
[374,] 1.000000e+00 6.821976e-09 3.410988e-09
[375,] 1.000000e+00 2.096291e-09 1.048145e-09
[376,] 1.000000e+00 4.744967e-13 2.372483e-13
[377,] 1.000000e+00 1.665717e-17 8.328585e-18
[378,] 1.000000e+00 2.850027e-22 1.425013e-22
[379,] 1.000000e+00 1.836807e-21 9.184036e-22
[380,] 1.000000e+00 1.401567e-20 7.007834e-21
[381,] 1.000000e+00 1.214378e-19 6.071890e-20
[382,] 1.000000e+00 1.176490e-18 5.882450e-19
[383,] 1.000000e+00 1.341335e-18 6.706675e-19
[384,] 1.000000e+00 7.215858e-21 3.607929e-21
[385,] 1.000000e+00 4.513872e-27 2.256936e-27
[386,] 1.000000e+00 1.369923e-25 6.849617e-26
[387,] 1.000000e+00 3.475312e-24 1.737656e-24
[388,] 1.000000e+00 9.907032e-23 4.953516e-23
[389,] 1.000000e+00 2.618178e-21 1.309089e-21
[390,] 1.000000e+00 4.113776e-20 2.056888e-20
[391,] 1.000000e+00 1.237548e-18 6.187738e-19
[392,] 1.000000e+00 3.220084e-17 1.610042e-17
[393,] 1.000000e+00 7.601816e-16 3.800908e-16
[394,] 1.000000e+00 1.029895e-14 5.149476e-15
[395,] 1.000000e+00 1.989060e-13 9.945298e-14
[396,] 1.000000e+00 5.664589e-12 2.832294e-12
[397,] 1.000000e+00 1.518062e-10 7.590311e-11
[398,] 1.000000e+00 3.479683e-09 1.739842e-09
[399,] 1.000000e+00 3.759330e-08 1.879665e-08
[400,] 9.999997e-01 5.509616e-07 2.754808e-07
[401,] 9.999927e-01 1.468473e-05 7.342365e-06
[402,] 9.999341e-01 1.318775e-04 6.593877e-05
> postscript(file="/var/www/html/freestat/rcomp/tmp/1984p1291403883.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$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/2984p1291403883.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$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/freestat/rcomp/tmp/3jh3s1291403883.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/4uqkd1291403883.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/5uqkd1291403883.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
-54995.3445 -21198.1704 -54361.8009 -41340.2881 -31111.0697 -58104.5191
7 8 9 10 11 12
-58646.5316 -55433.4299 -50809.4839 -56952.1126 -31888.8325 -28000.4676
13 14 15 16 17 18
-56247.8063 -80417.2118 -82186.8743 -83455.4057 -82173.3971 -82301.6722
19 20 21 22 23 24
-81615.2292 -81431.2314 -83144.4597 -34671.7689 91027.1960 29230.9544
25 26 27 28 29 30
26430.6488 13760.6118 88451.4442 30407.2735 -45505.1797 -105581.7933
31 32 33 34 35 36
-108769.9019 -37087.9399 15042.7178 -26688.5698 -41897.4319 -28338.2576
37 38 39 40 41 42
-50181.0440 203734.9918 -12951.7730 -9185.9915 -27886.8022 -19108.0798
43 44 45 46 47 48
-40530.4922 -7222.5933 -1009.3866 -2515.3306 -47298.4886 -31978.2292
49 50 51 52 53 54
172.6463 -798.7472 -42535.3697 -44697.6633 -7476.1304 114833.8603
55 56 57 58 59 60
35059.6057 -44734.1558 -54201.0257 -47008.0188 -54520.8563 260558.9336
61 62 63 64 65 66
116143.0790 201374.2102 12401.7505 200422.8041 258034.5843 215693.2890
67 68 69 70 71 72
210201.5492 200665.4748 9712.3146 -78075.7076 222439.6327 -79793.1110
73 74 75 76 77 78
-48398.5437 -54175.1784 -52006.0263 -54572.9908 -74802.0245 129467.8733
79 80 81 82 83 84
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85 86 87 88 89 90
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91 92 93 94 95 96
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97 98 99 100 101 102
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103 104 105 106 107 108
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109 110 111 112 113 114
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115 116 117 118 119 120
584678.4510 417568.2639 124794.1964 201770.2624 -32049.1890 -62053.1130
121 122 123 124 125 126
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127 128 129 130 131 132
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133 134 135 136 137 138
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139 140 141 142 143 144
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145 146 147 148 149 150
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151 152 153 154 155 156
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157 158 159 160 161 162
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163 164 165 166 167 168
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169 170 171 172 173 174
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175 176 177 178 179 180
20470.1816 -44998.1344 -38280.1241 6697.3189 5033.9833 9002.8561
181 182 183 184 185 186
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187 188 189 190 191 192
-101259.0681 205763.8409 46358.8714 202918.2967 -77601.5747 8525.5743
193 194 195 196 197 198
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199 200 201 202 203 204
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205 206 207 208 209 210
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211 212 213 214 215 216
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217 218 219 220 221 222
7097.5647 56800.5844 -49490.9736 -12975.9963 66153.5411 -42696.7739
223 224 225 226 227 228
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229 230 231 232 233 234
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235 236 237 238 239 240
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241 242 243 244 245 246
12890.4948 -43864.1786 -37204.3335 439.3025 -51558.9238 539256.6161
247 248 249 250 251 252
235985.9515 541712.3664 329570.8811 167681.4115 228700.4152 129847.3843
253 254 255 256 257 258
203914.0405 -72047.7005 -76626.0217 -46173.1709 -44392.2529 -52328.1656
259 260 261 262 263 264
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265 266 267 268 269 270
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271 272 273 274 275 276
11050.8090 27063.7130 20117.1969 -42319.9799 -101138.4528 -105279.9679
277 278 279 280 281 282
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283 284 285 286 287 288
19042.1656 85829.0673 -50928.8252 886574.6205 207892.1936 200450.4667
289 290 291 292 293 294
201989.2012 201481.5433 204002.5687 270202.0321 204495.0448 -76033.1142
295 296 297 298 299 300
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307 308 309 310 311 312
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313 314 315 316 317 318
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319 320 321 322 323 324
1048.2094 3211.1164 -19280.8984 -28958.8206 -50332.7171 275560.2122
325 326 327 328 329 330
178652.8725 205089.1654 -55864.1784 -75505.4997 -49796.9150 -46856.8357
331 332 333 334 335 336
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337 338 339 340 341 342
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343 344 345 346 347 348
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349 350 351 352 353 354
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355 356 357 358 359 360
98266.7646 205004.0536 233006.4806 317169.4519 822567.7338 197627.0851
361 362 363 364 365 366
205324.9902 -64710.7510 -57165.5180 -73611.4840 -64667.9491 -36182.9148
367 368 369 370 371 372
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373 374 375 376 377 378
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379 380 381 382 383 384
-97885.9362 -90951.8182 -90092.2003 -95654.1565 -99424.4125 -89116.6733
385 386 387 388 389 390
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391 392 393 394 395 396
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397 398 399 400 401 402
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403 404 405 406 407 408
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409 410 411 412 413 414
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415 416 417 418 419 420
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421 422 423 424 425 426
-2070.5493 5380.2940 37556.9641 20101.5892 15351.1095 10286.8074
427 428 429 430 431
15978.8092 16449.2683 17576.3919 16947.5600 -41642.0922
> postscript(file="/var/www/html/freestat/rcomp/tmp/6uqkd1291403883.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 -54995.3445 NA
1 -21198.1704 -54995.3445
2 -54361.8009 -21198.1704
3 -41340.2881 -54361.8009
4 -31111.0697 -41340.2881
5 -58104.5191 -31111.0697
6 -58646.5316 -58104.5191
7 -55433.4299 -58646.5316
8 -50809.4839 -55433.4299
9 -56952.1126 -50809.4839
10 -31888.8325 -56952.1126
11 -28000.4676 -31888.8325
12 -56247.8063 -28000.4676
13 -80417.2118 -56247.8063
14 -82186.8743 -80417.2118
15 -83455.4057 -82186.8743
16 -82173.3971 -83455.4057
17 -82301.6722 -82173.3971
18 -81615.2292 -82301.6722
19 -81431.2314 -81615.2292
20 -83144.4597 -81431.2314
21 -34671.7689 -83144.4597
22 91027.1960 -34671.7689
23 29230.9544 91027.1960
24 26430.6488 29230.9544
25 13760.6118 26430.6488
26 88451.4442 13760.6118
27 30407.2735 88451.4442
28 -45505.1797 30407.2735
29 -105581.7933 -45505.1797
30 -108769.9019 -105581.7933
31 -37087.9399 -108769.9019
32 15042.7178 -37087.9399
33 -26688.5698 15042.7178
34 -41897.4319 -26688.5698
35 -28338.2576 -41897.4319
36 -50181.0440 -28338.2576
37 203734.9918 -50181.0440
38 -12951.7730 203734.9918
39 -9185.9915 -12951.7730
40 -27886.8022 -9185.9915
41 -19108.0798 -27886.8022
42 -40530.4922 -19108.0798
43 -7222.5933 -40530.4922
44 -1009.3866 -7222.5933
45 -2515.3306 -1009.3866
46 -47298.4886 -2515.3306
47 -31978.2292 -47298.4886
48 172.6463 -31978.2292
49 -798.7472 172.6463
50 -42535.3697 -798.7472
51 -44697.6633 -42535.3697
52 -7476.1304 -44697.6633
53 114833.8603 -7476.1304
54 35059.6057 114833.8603
55 -44734.1558 35059.6057
56 -54201.0257 -44734.1558
57 -47008.0188 -54201.0257
58 -54520.8563 -47008.0188
59 260558.9336 -54520.8563
60 116143.0790 260558.9336
61 201374.2102 116143.0790
62 12401.7505 201374.2102
63 200422.8041 12401.7505
64 258034.5843 200422.8041
65 215693.2890 258034.5843
66 210201.5492 215693.2890
67 200665.4748 210201.5492
68 9712.3146 200665.4748
69 -78075.7076 9712.3146
70 222439.6327 -78075.7076
71 -79793.1110 222439.6327
72 -48398.5437 -79793.1110
73 -54175.1784 -48398.5437
74 -52006.0263 -54175.1784
75 -54572.9908 -52006.0263
76 -74802.0245 -54572.9908
77 129467.8733 -74802.0245
78 -51078.5558 129467.8733
79 -55176.4680 -51078.5558
80 -82199.2987 -55176.4680
81 -19104.9265 -82199.2987
82 31145.6427 -19104.9265
83 -46333.5512 31145.6427
84 -105205.2661 -46333.5512
85 -97035.6095 -105205.2661
86 -106852.5748 -97035.6095
87 -105421.2449 -106852.5748
88 -44326.1788 -105421.2449
89 147383.7978 -44326.1788
90 -75322.7695 147383.7978
91 -37039.8569 -75322.7695
92 -34322.7983 -37039.8569
93 -39683.2806 -34322.7983
94 -803.2331 -39683.2806
95 1031.6262 -803.2331
96 -14981.4671 1031.6262
97 46008.5914 -14981.4671
98 4273.6480 46008.5914
99 822.0000 4273.6480
100 11176.4789 822.0000
101 16261.9700 11176.4789
102 -106372.0049 16261.9700
103 -10014.5272 -106372.0049
104 159343.6759 -10014.5272
105 -57687.3529 159343.6759
106 -50027.2753 -57687.3529
107 -47018.6524 -50027.2753
108 -65244.2755 -47018.6524
109 -53647.6782 -65244.2755
110 -102427.4637 -53647.6782
111 205019.8386 -102427.4637
112 301256.7245 205019.8386
113 745146.8128 301256.7245
114 584678.4510 745146.8128
115 417568.2639 584678.4510
116 124794.1964 417568.2639
117 201770.2624 124794.1964
118 -32049.1890 201770.2624
119 -62053.1130 -32049.1890
120 -68029.2318 -62053.1130
121 -78765.2692 -68029.2318
122 -49594.3095 -78765.2692
123 -54419.9529 -49594.3095
124 -61639.4809 -54419.9529
125 -78040.7246 -61639.4809
126 -77891.9741 -78040.7246
127 -81447.2431 -77891.9741
128 31921.5998 -81447.2431
129 -45600.6584 31921.5998
130 -100102.7518 -45600.6584
131 -77952.2719 -100102.7518
132 -52179.8821 -77952.2719
133 -54288.5189 -52179.8821
134 -81137.1023 -54288.5189
135 21606.8513 -81137.1023
136 -59108.5117 21606.8513
137 32024.2024 -59108.5117
138 -45398.2066 32024.2024
139 -105677.2288 -45398.2066
140 -37383.0511 -105677.2288
141 -27933.8369 -37383.0511
142 -43024.5241 -27933.8369
143 -38844.6382 -43024.5241
144 -519.0872 -38844.6382
145 -51971.7017 -519.0872
146 -53045.7210 -51971.7017
147 -102622.5490 -53045.7210
148 -100248.2774 -102622.5490
149 -100407.8267 -100248.2774
150 -103878.2556 -100407.8267
151 210301.7424 -103878.2556
152 367458.6467 210301.7424
153 201889.5145 367458.6467
154 202312.1397 201889.5145
155 -68995.1595 202312.1397
156 -61676.3512 -68995.1595
157 -77709.6648 -61676.3512
158 -3306.2312 -77709.6648
159 -53851.6801 -3306.2312
160 -80511.6910 -53851.6801
161 -77814.6351 -80511.6910
162 -79533.9471 -77814.6351
163 -63027.0567 -79533.9471
164 -58735.0639 -63027.0567
165 -85633.0317 -58735.0639
166 -82346.1989 -85633.0317
167 -79686.2280 -82346.1989
168 -73119.2750 -79686.2280
169 -80795.3434 -73119.2750
170 -27124.9346 -80795.3434
171 -30896.2830 -27124.9346
172 94777.6869 -30896.2830
173 84190.6126 94777.6869
174 20470.1816 84190.6126
175 -44998.1344 20470.1816
176 -38280.1241 -44998.1344
177 6697.3189 -38280.1241
178 5033.9833 6697.3189
179 9002.8561 5033.9833
180 -38968.1102 9002.8561
181 -553.0343 -38968.1102
182 -37465.9243 -553.0343
183 -50667.8822 -37465.9243
184 -52504.3544 -50667.8822
185 -101040.9079 -52504.3544
186 -101259.0681 -101040.9079
187 205763.8409 -101259.0681
188 46358.8714 205763.8409
189 202918.2967 46358.8714
190 -77601.5747 202918.2967
191 8525.5743 -77601.5747
192 -53347.7364 8525.5743
193 -80408.5430 -53347.7364
194 -29860.7987 -80408.5430
195 61272.7909 -29860.7987
196 61121.1581 61272.7909
197 23768.2070 61121.1581
198 -42570.9662 23768.2070
199 -105732.8033 -42570.9662
200 -92492.5532 -105732.8033
201 -104271.4988 -92492.5532
202 -106282.3758 -104271.4988
203 -102664.3343 -106282.3758
204 -91663.3636 -102664.3343
205 -103983.9636 -91663.3636
206 -106554.5485 -103983.9636
207 -95230.8527 -106554.5485
208 -33391.8448 -95230.8527
209 -13723.7359 -33391.8448
210 -35747.5658 -13723.7359
211 -37698.5857 -35747.5658
212 -5999.9301 -37698.5857
213 -5114.9047 -5999.9301
214 -4274.3445 -5114.9047
215 24808.1121 -4274.3445
216 7097.5647 24808.1121
217 56800.5844 7097.5647
218 -49490.9736 56800.5844
219 -12975.9963 -49490.9736
220 66153.5411 -12975.9963
221 -42696.7739 66153.5411
222 -2033.3280 -42696.7739
223 -51878.3615 -2033.3280
224 -101498.3697 -51878.3615
225 -99707.1637 -101498.3697
226 -103623.3641 -99707.1637
227 212682.2392 -103623.3641
228 -47010.1539 212682.2392
229 -56020.4825 -47010.1539
230 -60920.0508 -56020.4825
231 -76978.7688 -60920.0508
232 -52597.4043 -76978.7688
233 -62716.5363 -52597.4043
234 -49067.9823 -62716.5363
235 -52672.2681 -49067.9823
236 -78437.1604 -52672.2681
237 -79710.9626 -78437.1604
238 -21864.3364 -79710.9626
239 51876.9095 -21864.3364
240 12890.4948 51876.9095
241 -43864.1786 12890.4948
242 -37204.3335 -43864.1786
243 439.3025 -37204.3335
244 -51558.9238 439.3025
245 539256.6161 -51558.9238
246 235985.9515 539256.6161
247 541712.3664 235985.9515
248 329570.8811 541712.3664
249 167681.4115 329570.8811
250 228700.4152 167681.4115
251 129847.3843 228700.4152
252 203914.0405 129847.3843
253 -72047.7005 203914.0405
254 -76626.0217 -72047.7005
255 -46173.1709 -76626.0217
256 -44392.2529 -46173.1709
257 -52328.1656 -44392.2529
258 -79294.7083 -52328.1656
259 -28293.8991 -79294.7083
260 -21880.0170 -28293.8991
261 -2001.9242 -21880.0170
262 -30082.7814 -2001.9242
263 -17152.2650 -30082.7814
264 -28916.3737 -17152.2650
265 -34668.0975 -28916.3737
266 -40050.3331 -34668.0975
267 -25718.1338 -40050.3331
268 -28177.2237 -25718.1338
269 37393.2874 -28177.2237
270 11050.8090 37393.2874
271 27063.7130 11050.8090
272 20117.1969 27063.7130
273 -42319.9799 20117.1969
274 -101138.4528 -42319.9799
275 -105279.9679 -101138.4528
276 -106214.9677 -105279.9679
277 -35387.6215 -106214.9677
278 -36560.1802 -35387.6215
279 -9367.5190 -36560.1802
280 3823.3509 -9367.5190
281 29408.4336 3823.3509
282 19042.1656 29408.4336
283 85829.0673 19042.1656
284 -50928.8252 85829.0673
285 886574.6205 -50928.8252
286 207892.1936 886574.6205
287 200450.4667 207892.1936
288 201989.2012 200450.4667
289 201481.5433 201989.2012
290 204002.5687 201481.5433
291 270202.0321 204002.5687
292 204495.0448 270202.0321
293 -76033.1142 204495.0448
294 -48872.5957 -76033.1142
295 -51729.5864 -48872.5957
296 -79822.3298 -51729.5864
297 -77022.6469 -79822.3298
298 -70807.2187 -77022.6469
299 -77416.5102 -70807.2187
300 -87318.5612 -77416.5102
301 240096.0117 -87318.5612
302 -79498.9526 240096.0117
303 -78624.8459 -79498.9526
304 -40847.7819 -78624.8459
305 -22211.1014 -40847.7819
306 -22317.9627 -22211.1014
307 9499.5860 -22317.9627
308 88969.7759 9499.5860
309 23275.1129 88969.7759
310 -36980.4365 23275.1129
311 -9423.1519 -36980.4365
312 -75788.6675 -9423.1519
313 -101751.2207 -75788.6675
314 -102448.0562 -101751.2207
315 -104684.9111 -102448.0562
316 -36325.5575 -104684.9111
317 92916.6273 -36325.5575
318 1048.2094 92916.6273
319 3211.1164 1048.2094
320 -19280.8984 3211.1164
321 -28958.8206 -19280.8984
322 -50332.7171 -28958.8206
323 275560.2122 -50332.7171
324 178652.8725 275560.2122
325 205089.1654 178652.8725
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327 -75505.4997 -55864.1784
328 -49796.9150 -75505.4997
329 -46856.8357 -49796.9150
330 -87029.5184 -46856.8357
331 -51157.7378 -87029.5184
332 -78319.1559 -51157.7378
333 -78195.6888 -78319.1559
334 35268.9207 -78195.6888
335 20126.9779 35268.9207
336 -41456.7273 20126.9779
337 -103865.7912 -41456.7273
338 -35764.6331 -103865.7912
339 1954.6843 -35764.6331
340 -49648.5799 1954.6843
341 -87720.2261 -49648.5799
342 -81428.1889 -87720.2261
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345 -94922.2844 -100771.4529
346 -99306.5120 -94922.2844
347 -107794.2227 -99306.5120
348 -100898.9108 -107794.2227
349 -98291.1902 -100898.9108
350 115306.0226 -98291.1902
351 204495.6904 115306.0226
352 188257.2465 204495.6904
353 215327.8511 188257.2465
354 98266.7646 215327.8511
355 205004.0536 98266.7646
356 233006.4806 205004.0536
357 317169.4519 233006.4806
358 822567.7338 317169.4519
359 197627.0851 822567.7338
360 205324.9902 197627.0851
361 -64710.7510 205324.9902
362 -57165.5180 -64710.7510
363 -73611.4840 -57165.5180
364 -64667.9491 -73611.4840
365 -36182.9148 -64667.9491
366 -65758.9256 -36182.9148
367 -66316.3151 -65758.9256
368 -74830.3637 -66316.3151
369 -50570.3367 -74830.3637
370 -77604.3379 -50570.3367
371 35749.9109 -77604.3379
372 -34982.0754 35749.9109
373 -103955.8911 -34982.0754
374 -101099.8265 -103955.8911
375 -35202.7455 -101099.8265
376 2543.9520 -35202.7455
377 -49428.7033 2543.9520
378 -97885.9362 -49428.7033
379 -90951.8182 -97885.9362
380 -90092.2003 -90951.8182
381 -95654.1565 -90092.2003
382 -99424.4125 -95654.1565
383 -89116.6733 -99424.4125
384 -98418.4378 -89116.6733
385 -97216.2874 -98418.4378
386 -99446.4729 -97216.2874
387 -95660.4859 -99446.4729
388 -91428.0539 -95660.4859
389 -86876.1698 -91428.0539
390 -97801.5748 -86876.1698
391 215284.1512 -97801.5748
392 -67608.4058 215284.1512
393 -66392.9053 -67608.4058
394 -63941.3962 -66392.9053
395 -31593.6091 -63941.3962
396 -73067.3869 -31593.6091
397 -16651.8218 -73067.3869
398 -51162.9176 -16651.8218
399 -48723.9115 -51162.9176
400 -51967.0806 -48723.9115
401 222037.4470 -51967.0806
402 -50583.3760 222037.4470
403 -51401.1810 -50583.3760
404 -94250.6279 -51401.1810
405 -49955.9668 -94250.6279
406 -71634.2926 -49955.9668
407 -69397.4978 -71634.2926
408 -76915.7638 -69397.4978
409 -24526.6575 -76915.7638
410 -22712.8263 -24526.6575
411 24060.1091 -22712.8263
412 -21731.5720 24060.1091
413 -5008.6238 -21731.5720
414 -29463.7032 -5008.6238
415 -30558.4376 -29463.7032
416 -29616.5057 -30558.4376
417 -22277.1135 -29616.5057
418 -16651.0106 -22277.1135
419 -25741.1221 -16651.0106
420 -2070.5493 -25741.1221
421 5380.2940 -2070.5493
422 37556.9641 5380.2940
423 20101.5892 37556.9641
424 15351.1095 20101.5892
425 10286.8074 15351.1095
426 15978.8092 10286.8074
427 16449.2683 15978.8092
428 17576.3919 16449.2683
429 16947.5600 17576.3919
430 -41642.0922 16947.5600
431 NA -41642.0922
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] -21198.1704 -54995.3445
[2,] -54361.8009 -21198.1704
[3,] -41340.2881 -54361.8009
[4,] -31111.0697 -41340.2881
[5,] -58104.5191 -31111.0697
[6,] -58646.5316 -58104.5191
[7,] -55433.4299 -58646.5316
[8,] -50809.4839 -55433.4299
[9,] -56952.1126 -50809.4839
[10,] -31888.8325 -56952.1126
[11,] -28000.4676 -31888.8325
[12,] -56247.8063 -28000.4676
[13,] -80417.2118 -56247.8063
[14,] -82186.8743 -80417.2118
[15,] -83455.4057 -82186.8743
[16,] -82173.3971 -83455.4057
[17,] -82301.6722 -82173.3971
[18,] -81615.2292 -82301.6722
[19,] -81431.2314 -81615.2292
[20,] -83144.4597 -81431.2314
[21,] -34671.7689 -83144.4597
[22,] 91027.1960 -34671.7689
[23,] 29230.9544 91027.1960
[24,] 26430.6488 29230.9544
[25,] 13760.6118 26430.6488
[26,] 88451.4442 13760.6118
[27,] 30407.2735 88451.4442
[28,] -45505.1797 30407.2735
[29,] -105581.7933 -45505.1797
[30,] -108769.9019 -105581.7933
[31,] -37087.9399 -108769.9019
[32,] 15042.7178 -37087.9399
[33,] -26688.5698 15042.7178
[34,] -41897.4319 -26688.5698
[35,] -28338.2576 -41897.4319
[36,] -50181.0440 -28338.2576
[37,] 203734.9918 -50181.0440
[38,] -12951.7730 203734.9918
[39,] -9185.9915 -12951.7730
[40,] -27886.8022 -9185.9915
[41,] -19108.0798 -27886.8022
[42,] -40530.4922 -19108.0798
[43,] -7222.5933 -40530.4922
[44,] -1009.3866 -7222.5933
[45,] -2515.3306 -1009.3866
[46,] -47298.4886 -2515.3306
[47,] -31978.2292 -47298.4886
[48,] 172.6463 -31978.2292
[49,] -798.7472 172.6463
[50,] -42535.3697 -798.7472
[51,] -44697.6633 -42535.3697
[52,] -7476.1304 -44697.6633
[53,] 114833.8603 -7476.1304
[54,] 35059.6057 114833.8603
[55,] -44734.1558 35059.6057
[56,] -54201.0257 -44734.1558
[57,] -47008.0188 -54201.0257
[58,] -54520.8563 -47008.0188
[59,] 260558.9336 -54520.8563
[60,] 116143.0790 260558.9336
[61,] 201374.2102 116143.0790
[62,] 12401.7505 201374.2102
[63,] 200422.8041 12401.7505
[64,] 258034.5843 200422.8041
[65,] 215693.2890 258034.5843
[66,] 210201.5492 215693.2890
[67,] 200665.4748 210201.5492
[68,] 9712.3146 200665.4748
[69,] -78075.7076 9712.3146
[70,] 222439.6327 -78075.7076
[71,] -79793.1110 222439.6327
[72,] -48398.5437 -79793.1110
[73,] -54175.1784 -48398.5437
[74,] -52006.0263 -54175.1784
[75,] -54572.9908 -52006.0263
[76,] -74802.0245 -54572.9908
[77,] 129467.8733 -74802.0245
[78,] -51078.5558 129467.8733
[79,] -55176.4680 -51078.5558
[80,] -82199.2987 -55176.4680
[81,] -19104.9265 -82199.2987
[82,] 31145.6427 -19104.9265
[83,] -46333.5512 31145.6427
[84,] -105205.2661 -46333.5512
[85,] -97035.6095 -105205.2661
[86,] -106852.5748 -97035.6095
[87,] -105421.2449 -106852.5748
[88,] -44326.1788 -105421.2449
[89,] 147383.7978 -44326.1788
[90,] -75322.7695 147383.7978
[91,] -37039.8569 -75322.7695
[92,] -34322.7983 -37039.8569
[93,] -39683.2806 -34322.7983
[94,] -803.2331 -39683.2806
[95,] 1031.6262 -803.2331
[96,] -14981.4671 1031.6262
[97,] 46008.5914 -14981.4671
[98,] 4273.6480 46008.5914
[99,] 822.0000 4273.6480
[100,] 11176.4789 822.0000
[101,] 16261.9700 11176.4789
[102,] -106372.0049 16261.9700
[103,] -10014.5272 -106372.0049
[104,] 159343.6759 -10014.5272
[105,] -57687.3529 159343.6759
[106,] -50027.2753 -57687.3529
[107,] -47018.6524 -50027.2753
[108,] -65244.2755 -47018.6524
[109,] -53647.6782 -65244.2755
[110,] -102427.4637 -53647.6782
[111,] 205019.8386 -102427.4637
[112,] 301256.7245 205019.8386
[113,] 745146.8128 301256.7245
[114,] 584678.4510 745146.8128
[115,] 417568.2639 584678.4510
[116,] 124794.1964 417568.2639
[117,] 201770.2624 124794.1964
[118,] -32049.1890 201770.2624
[119,] -62053.1130 -32049.1890
[120,] -68029.2318 -62053.1130
[121,] -78765.2692 -68029.2318
[122,] -49594.3095 -78765.2692
[123,] -54419.9529 -49594.3095
[124,] -61639.4809 -54419.9529
[125,] -78040.7246 -61639.4809
[126,] -77891.9741 -78040.7246
[127,] -81447.2431 -77891.9741
[128,] 31921.5998 -81447.2431
[129,] -45600.6584 31921.5998
[130,] -100102.7518 -45600.6584
[131,] -77952.2719 -100102.7518
[132,] -52179.8821 -77952.2719
[133,] -54288.5189 -52179.8821
[134,] -81137.1023 -54288.5189
[135,] 21606.8513 -81137.1023
[136,] -59108.5117 21606.8513
[137,] 32024.2024 -59108.5117
[138,] -45398.2066 32024.2024
[139,] -105677.2288 -45398.2066
[140,] -37383.0511 -105677.2288
[141,] -27933.8369 -37383.0511
[142,] -43024.5241 -27933.8369
[143,] -38844.6382 -43024.5241
[144,] -519.0872 -38844.6382
[145,] -51971.7017 -519.0872
[146,] -53045.7210 -51971.7017
[147,] -102622.5490 -53045.7210
[148,] -100248.2774 -102622.5490
[149,] -100407.8267 -100248.2774
[150,] -103878.2556 -100407.8267
[151,] 210301.7424 -103878.2556
[152,] 367458.6467 210301.7424
[153,] 201889.5145 367458.6467
[154,] 202312.1397 201889.5145
[155,] -68995.1595 202312.1397
[156,] -61676.3512 -68995.1595
[157,] -77709.6648 -61676.3512
[158,] -3306.2312 -77709.6648
[159,] -53851.6801 -3306.2312
[160,] -80511.6910 -53851.6801
[161,] -77814.6351 -80511.6910
[162,] -79533.9471 -77814.6351
[163,] -63027.0567 -79533.9471
[164,] -58735.0639 -63027.0567
[165,] -85633.0317 -58735.0639
[166,] -82346.1989 -85633.0317
[167,] -79686.2280 -82346.1989
[168,] -73119.2750 -79686.2280
[169,] -80795.3434 -73119.2750
[170,] -27124.9346 -80795.3434
[171,] -30896.2830 -27124.9346
[172,] 94777.6869 -30896.2830
[173,] 84190.6126 94777.6869
[174,] 20470.1816 84190.6126
[175,] -44998.1344 20470.1816
[176,] -38280.1241 -44998.1344
[177,] 6697.3189 -38280.1241
[178,] 5033.9833 6697.3189
[179,] 9002.8561 5033.9833
[180,] -38968.1102 9002.8561
[181,] -553.0343 -38968.1102
[182,] -37465.9243 -553.0343
[183,] -50667.8822 -37465.9243
[184,] -52504.3544 -50667.8822
[185,] -101040.9079 -52504.3544
[186,] -101259.0681 -101040.9079
[187,] 205763.8409 -101259.0681
[188,] 46358.8714 205763.8409
[189,] 202918.2967 46358.8714
[190,] -77601.5747 202918.2967
[191,] 8525.5743 -77601.5747
[192,] -53347.7364 8525.5743
[193,] -80408.5430 -53347.7364
[194,] -29860.7987 -80408.5430
[195,] 61272.7909 -29860.7987
[196,] 61121.1581 61272.7909
[197,] 23768.2070 61121.1581
[198,] -42570.9662 23768.2070
[199,] -105732.8033 -42570.9662
[200,] -92492.5532 -105732.8033
[201,] -104271.4988 -92492.5532
[202,] -106282.3758 -104271.4988
[203,] -102664.3343 -106282.3758
[204,] -91663.3636 -102664.3343
[205,] -103983.9636 -91663.3636
[206,] -106554.5485 -103983.9636
[207,] -95230.8527 -106554.5485
[208,] -33391.8448 -95230.8527
[209,] -13723.7359 -33391.8448
[210,] -35747.5658 -13723.7359
[211,] -37698.5857 -35747.5658
[212,] -5999.9301 -37698.5857
[213,] -5114.9047 -5999.9301
[214,] -4274.3445 -5114.9047
[215,] 24808.1121 -4274.3445
[216,] 7097.5647 24808.1121
[217,] 56800.5844 7097.5647
[218,] -49490.9736 56800.5844
[219,] -12975.9963 -49490.9736
[220,] 66153.5411 -12975.9963
[221,] -42696.7739 66153.5411
[222,] -2033.3280 -42696.7739
[223,] -51878.3615 -2033.3280
[224,] -101498.3697 -51878.3615
[225,] -99707.1637 -101498.3697
[226,] -103623.3641 -99707.1637
[227,] 212682.2392 -103623.3641
[228,] -47010.1539 212682.2392
[229,] -56020.4825 -47010.1539
[230,] -60920.0508 -56020.4825
[231,] -76978.7688 -60920.0508
[232,] -52597.4043 -76978.7688
[233,] -62716.5363 -52597.4043
[234,] -49067.9823 -62716.5363
[235,] -52672.2681 -49067.9823
[236,] -78437.1604 -52672.2681
[237,] -79710.9626 -78437.1604
[238,] -21864.3364 -79710.9626
[239,] 51876.9095 -21864.3364
[240,] 12890.4948 51876.9095
[241,] -43864.1786 12890.4948
[242,] -37204.3335 -43864.1786
[243,] 439.3025 -37204.3335
[244,] -51558.9238 439.3025
[245,] 539256.6161 -51558.9238
[246,] 235985.9515 539256.6161
[247,] 541712.3664 235985.9515
[248,] 329570.8811 541712.3664
[249,] 167681.4115 329570.8811
[250,] 228700.4152 167681.4115
[251,] 129847.3843 228700.4152
[252,] 203914.0405 129847.3843
[253,] -72047.7005 203914.0405
[254,] -76626.0217 -72047.7005
[255,] -46173.1709 -76626.0217
[256,] -44392.2529 -46173.1709
[257,] -52328.1656 -44392.2529
[258,] -79294.7083 -52328.1656
[259,] -28293.8991 -79294.7083
[260,] -21880.0170 -28293.8991
[261,] -2001.9242 -21880.0170
[262,] -30082.7814 -2001.9242
[263,] -17152.2650 -30082.7814
[264,] -28916.3737 -17152.2650
[265,] -34668.0975 -28916.3737
[266,] -40050.3331 -34668.0975
[267,] -25718.1338 -40050.3331
[268,] -28177.2237 -25718.1338
[269,] 37393.2874 -28177.2237
[270,] 11050.8090 37393.2874
[271,] 27063.7130 11050.8090
[272,] 20117.1969 27063.7130
[273,] -42319.9799 20117.1969
[274,] -101138.4528 -42319.9799
[275,] -105279.9679 -101138.4528
[276,] -106214.9677 -105279.9679
[277,] -35387.6215 -106214.9677
[278,] -36560.1802 -35387.6215
[279,] -9367.5190 -36560.1802
[280,] 3823.3509 -9367.5190
[281,] 29408.4336 3823.3509
[282,] 19042.1656 29408.4336
[283,] 85829.0673 19042.1656
[284,] -50928.8252 85829.0673
[285,] 886574.6205 -50928.8252
[286,] 207892.1936 886574.6205
[287,] 200450.4667 207892.1936
[288,] 201989.2012 200450.4667
[289,] 201481.5433 201989.2012
[290,] 204002.5687 201481.5433
[291,] 270202.0321 204002.5687
[292,] 204495.0448 270202.0321
[293,] -76033.1142 204495.0448
[294,] -48872.5957 -76033.1142
[295,] -51729.5864 -48872.5957
[296,] -79822.3298 -51729.5864
[297,] -77022.6469 -79822.3298
[298,] -70807.2187 -77022.6469
[299,] -77416.5102 -70807.2187
[300,] -87318.5612 -77416.5102
[301,] 240096.0117 -87318.5612
[302,] -79498.9526 240096.0117
[303,] -78624.8459 -79498.9526
[304,] -40847.7819 -78624.8459
[305,] -22211.1014 -40847.7819
[306,] -22317.9627 -22211.1014
[307,] 9499.5860 -22317.9627
[308,] 88969.7759 9499.5860
[309,] 23275.1129 88969.7759
[310,] -36980.4365 23275.1129
[311,] -9423.1519 -36980.4365
[312,] -75788.6675 -9423.1519
[313,] -101751.2207 -75788.6675
[314,] -102448.0562 -101751.2207
[315,] -104684.9111 -102448.0562
[316,] -36325.5575 -104684.9111
[317,] 92916.6273 -36325.5575
[318,] 1048.2094 92916.6273
[319,] 3211.1164 1048.2094
[320,] -19280.8984 3211.1164
[321,] -28958.8206 -19280.8984
[322,] -50332.7171 -28958.8206
[323,] 275560.2122 -50332.7171
[324,] 178652.8725 275560.2122
[325,] 205089.1654 178652.8725
[326,] -55864.1784 205089.1654
[327,] -75505.4997 -55864.1784
[328,] -49796.9150 -75505.4997
[329,] -46856.8357 -49796.9150
[330,] -87029.5184 -46856.8357
[331,] -51157.7378 -87029.5184
[332,] -78319.1559 -51157.7378
[333,] -78195.6888 -78319.1559
[334,] 35268.9207 -78195.6888
[335,] 20126.9779 35268.9207
[336,] -41456.7273 20126.9779
[337,] -103865.7912 -41456.7273
[338,] -35764.6331 -103865.7912
[339,] 1954.6843 -35764.6331
[340,] -49648.5799 1954.6843
[341,] -87720.2261 -49648.5799
[342,] -81428.1889 -87720.2261
[343,] -104278.0158 -81428.1889
[344,] -100771.4529 -104278.0158
[345,] -94922.2844 -100771.4529
[346,] -99306.5120 -94922.2844
[347,] -107794.2227 -99306.5120
[348,] -100898.9108 -107794.2227
[349,] -98291.1902 -100898.9108
[350,] 115306.0226 -98291.1902
[351,] 204495.6904 115306.0226
[352,] 188257.2465 204495.6904
[353,] 215327.8511 188257.2465
[354,] 98266.7646 215327.8511
[355,] 205004.0536 98266.7646
[356,] 233006.4806 205004.0536
[357,] 317169.4519 233006.4806
[358,] 822567.7338 317169.4519
[359,] 197627.0851 822567.7338
[360,] 205324.9902 197627.0851
[361,] -64710.7510 205324.9902
[362,] -57165.5180 -64710.7510
[363,] -73611.4840 -57165.5180
[364,] -64667.9491 -73611.4840
[365,] -36182.9148 -64667.9491
[366,] -65758.9256 -36182.9148
[367,] -66316.3151 -65758.9256
[368,] -74830.3637 -66316.3151
[369,] -50570.3367 -74830.3637
[370,] -77604.3379 -50570.3367
[371,] 35749.9109 -77604.3379
[372,] -34982.0754 35749.9109
[373,] -103955.8911 -34982.0754
[374,] -101099.8265 -103955.8911
[375,] -35202.7455 -101099.8265
[376,] 2543.9520 -35202.7455
[377,] -49428.7033 2543.9520
[378,] -97885.9362 -49428.7033
[379,] -90951.8182 -97885.9362
[380,] -90092.2003 -90951.8182
[381,] -95654.1565 -90092.2003
[382,] -99424.4125 -95654.1565
[383,] -89116.6733 -99424.4125
[384,] -98418.4378 -89116.6733
[385,] -97216.2874 -98418.4378
[386,] -99446.4729 -97216.2874
[387,] -95660.4859 -99446.4729
[388,] -91428.0539 -95660.4859
[389,] -86876.1698 -91428.0539
[390,] -97801.5748 -86876.1698
[391,] 215284.1512 -97801.5748
[392,] -67608.4058 215284.1512
[393,] -66392.9053 -67608.4058
[394,] -63941.3962 -66392.9053
[395,] -31593.6091 -63941.3962
[396,] -73067.3869 -31593.6091
[397,] -16651.8218 -73067.3869
[398,] -51162.9176 -16651.8218
[399,] -48723.9115 -51162.9176
[400,] -51967.0806 -48723.9115
[401,] 222037.4470 -51967.0806
[402,] -50583.3760 222037.4470
[403,] -51401.1810 -50583.3760
[404,] -94250.6279 -51401.1810
[405,] -49955.9668 -94250.6279
[406,] -71634.2926 -49955.9668
[407,] -69397.4978 -71634.2926
[408,] -76915.7638 -69397.4978
[409,] -24526.6575 -76915.7638
[410,] -22712.8263 -24526.6575
[411,] 24060.1091 -22712.8263
[412,] -21731.5720 24060.1091
[413,] -5008.6238 -21731.5720
[414,] -29463.7032 -5008.6238
[415,] -30558.4376 -29463.7032
[416,] -29616.5057 -30558.4376
[417,] -22277.1135 -29616.5057
[418,] -16651.0106 -22277.1135
[419,] -25741.1221 -16651.0106
[420,] -2070.5493 -25741.1221
[421,] 5380.2940 -2070.5493
[422,] 37556.9641 5380.2940
[423,] 20101.5892 37556.9641
[424,] 15351.1095 20101.5892
[425,] 10286.8074 15351.1095
[426,] 15978.8092 10286.8074
[427,] 16449.2683 15978.8092
[428,] 17576.3919 16449.2683
[429,] 16947.5600 17576.3919
[430,] -41642.0922 16947.5600
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 -21198.1704 -54995.3445
2 -54361.8009 -21198.1704
3 -41340.2881 -54361.8009
4 -31111.0697 -41340.2881
5 -58104.5191 -31111.0697
6 -58646.5316 -58104.5191
7 -55433.4299 -58646.5316
8 -50809.4839 -55433.4299
9 -56952.1126 -50809.4839
10 -31888.8325 -56952.1126
11 -28000.4676 -31888.8325
12 -56247.8063 -28000.4676
13 -80417.2118 -56247.8063
14 -82186.8743 -80417.2118
15 -83455.4057 -82186.8743
16 -82173.3971 -83455.4057
17 -82301.6722 -82173.3971
18 -81615.2292 -82301.6722
19 -81431.2314 -81615.2292
20 -83144.4597 -81431.2314
21 -34671.7689 -83144.4597
22 91027.1960 -34671.7689
23 29230.9544 91027.1960
24 26430.6488 29230.9544
25 13760.6118 26430.6488
26 88451.4442 13760.6118
27 30407.2735 88451.4442
28 -45505.1797 30407.2735
29 -105581.7933 -45505.1797
30 -108769.9019 -105581.7933
31 -37087.9399 -108769.9019
32 15042.7178 -37087.9399
33 -26688.5698 15042.7178
34 -41897.4319 -26688.5698
35 -28338.2576 -41897.4319
36 -50181.0440 -28338.2576
37 203734.9918 -50181.0440
38 -12951.7730 203734.9918
39 -9185.9915 -12951.7730
40 -27886.8022 -9185.9915
41 -19108.0798 -27886.8022
42 -40530.4922 -19108.0798
43 -7222.5933 -40530.4922
44 -1009.3866 -7222.5933
45 -2515.3306 -1009.3866
46 -47298.4886 -2515.3306
47 -31978.2292 -47298.4886
48 172.6463 -31978.2292
49 -798.7472 172.6463
50 -42535.3697 -798.7472
51 -44697.6633 -42535.3697
52 -7476.1304 -44697.6633
53 114833.8603 -7476.1304
54 35059.6057 114833.8603
55 -44734.1558 35059.6057
56 -54201.0257 -44734.1558
57 -47008.0188 -54201.0257
58 -54520.8563 -47008.0188
59 260558.9336 -54520.8563
60 116143.0790 260558.9336
61 201374.2102 116143.0790
62 12401.7505 201374.2102
63 200422.8041 12401.7505
64 258034.5843 200422.8041
65 215693.2890 258034.5843
66 210201.5492 215693.2890
67 200665.4748 210201.5492
68 9712.3146 200665.4748
69 -78075.7076 9712.3146
70 222439.6327 -78075.7076
71 -79793.1110 222439.6327
72 -48398.5437 -79793.1110
73 -54175.1784 -48398.5437
74 -52006.0263 -54175.1784
75 -54572.9908 -52006.0263
76 -74802.0245 -54572.9908
77 129467.8733 -74802.0245
78 -51078.5558 129467.8733
79 -55176.4680 -51078.5558
80 -82199.2987 -55176.4680
81 -19104.9265 -82199.2987
82 31145.6427 -19104.9265
83 -46333.5512 31145.6427
84 -105205.2661 -46333.5512
85 -97035.6095 -105205.2661
86 -106852.5748 -97035.6095
87 -105421.2449 -106852.5748
88 -44326.1788 -105421.2449
89 147383.7978 -44326.1788
90 -75322.7695 147383.7978
91 -37039.8569 -75322.7695
92 -34322.7983 -37039.8569
93 -39683.2806 -34322.7983
94 -803.2331 -39683.2806
95 1031.6262 -803.2331
96 -14981.4671 1031.6262
97 46008.5914 -14981.4671
98 4273.6480 46008.5914
99 822.0000 4273.6480
100 11176.4789 822.0000
101 16261.9700 11176.4789
102 -106372.0049 16261.9700
103 -10014.5272 -106372.0049
104 159343.6759 -10014.5272
105 -57687.3529 159343.6759
106 -50027.2753 -57687.3529
107 -47018.6524 -50027.2753
108 -65244.2755 -47018.6524
109 -53647.6782 -65244.2755
110 -102427.4637 -53647.6782
111 205019.8386 -102427.4637
112 301256.7245 205019.8386
113 745146.8128 301256.7245
114 584678.4510 745146.8128
115 417568.2639 584678.4510
116 124794.1964 417568.2639
117 201770.2624 124794.1964
118 -32049.1890 201770.2624
119 -62053.1130 -32049.1890
120 -68029.2318 -62053.1130
121 -78765.2692 -68029.2318
122 -49594.3095 -78765.2692
123 -54419.9529 -49594.3095
124 -61639.4809 -54419.9529
125 -78040.7246 -61639.4809
126 -77891.9741 -78040.7246
127 -81447.2431 -77891.9741
128 31921.5998 -81447.2431
129 -45600.6584 31921.5998
130 -100102.7518 -45600.6584
131 -77952.2719 -100102.7518
132 -52179.8821 -77952.2719
133 -54288.5189 -52179.8821
134 -81137.1023 -54288.5189
135 21606.8513 -81137.1023
136 -59108.5117 21606.8513
137 32024.2024 -59108.5117
138 -45398.2066 32024.2024
139 -105677.2288 -45398.2066
140 -37383.0511 -105677.2288
141 -27933.8369 -37383.0511
142 -43024.5241 -27933.8369
143 -38844.6382 -43024.5241
144 -519.0872 -38844.6382
145 -51971.7017 -519.0872
146 -53045.7210 -51971.7017
147 -102622.5490 -53045.7210
148 -100248.2774 -102622.5490
149 -100407.8267 -100248.2774
150 -103878.2556 -100407.8267
151 210301.7424 -103878.2556
152 367458.6467 210301.7424
153 201889.5145 367458.6467
154 202312.1397 201889.5145
155 -68995.1595 202312.1397
156 -61676.3512 -68995.1595
157 -77709.6648 -61676.3512
158 -3306.2312 -77709.6648
159 -53851.6801 -3306.2312
160 -80511.6910 -53851.6801
161 -77814.6351 -80511.6910
162 -79533.9471 -77814.6351
163 -63027.0567 -79533.9471
164 -58735.0639 -63027.0567
165 -85633.0317 -58735.0639
166 -82346.1989 -85633.0317
167 -79686.2280 -82346.1989
168 -73119.2750 -79686.2280
169 -80795.3434 -73119.2750
170 -27124.9346 -80795.3434
171 -30896.2830 -27124.9346
172 94777.6869 -30896.2830
173 84190.6126 94777.6869
174 20470.1816 84190.6126
175 -44998.1344 20470.1816
176 -38280.1241 -44998.1344
177 6697.3189 -38280.1241
178 5033.9833 6697.3189
179 9002.8561 5033.9833
180 -38968.1102 9002.8561
181 -553.0343 -38968.1102
182 -37465.9243 -553.0343
183 -50667.8822 -37465.9243
184 -52504.3544 -50667.8822
185 -101040.9079 -52504.3544
186 -101259.0681 -101040.9079
187 205763.8409 -101259.0681
188 46358.8714 205763.8409
189 202918.2967 46358.8714
190 -77601.5747 202918.2967
191 8525.5743 -77601.5747
192 -53347.7364 8525.5743
193 -80408.5430 -53347.7364
194 -29860.7987 -80408.5430
195 61272.7909 -29860.7987
196 61121.1581 61272.7909
197 23768.2070 61121.1581
198 -42570.9662 23768.2070
199 -105732.8033 -42570.9662
200 -92492.5532 -105732.8033
201 -104271.4988 -92492.5532
202 -106282.3758 -104271.4988
203 -102664.3343 -106282.3758
204 -91663.3636 -102664.3343
205 -103983.9636 -91663.3636
206 -106554.5485 -103983.9636
207 -95230.8527 -106554.5485
208 -33391.8448 -95230.8527
209 -13723.7359 -33391.8448
210 -35747.5658 -13723.7359
211 -37698.5857 -35747.5658
212 -5999.9301 -37698.5857
213 -5114.9047 -5999.9301
214 -4274.3445 -5114.9047
215 24808.1121 -4274.3445
216 7097.5647 24808.1121
217 56800.5844 7097.5647
218 -49490.9736 56800.5844
219 -12975.9963 -49490.9736
220 66153.5411 -12975.9963
221 -42696.7739 66153.5411
222 -2033.3280 -42696.7739
223 -51878.3615 -2033.3280
224 -101498.3697 -51878.3615
225 -99707.1637 -101498.3697
226 -103623.3641 -99707.1637
227 212682.2392 -103623.3641
228 -47010.1539 212682.2392
229 -56020.4825 -47010.1539
230 -60920.0508 -56020.4825
231 -76978.7688 -60920.0508
232 -52597.4043 -76978.7688
233 -62716.5363 -52597.4043
234 -49067.9823 -62716.5363
235 -52672.2681 -49067.9823
236 -78437.1604 -52672.2681
237 -79710.9626 -78437.1604
238 -21864.3364 -79710.9626
239 51876.9095 -21864.3364
240 12890.4948 51876.9095
241 -43864.1786 12890.4948
242 -37204.3335 -43864.1786
243 439.3025 -37204.3335
244 -51558.9238 439.3025
245 539256.6161 -51558.9238
246 235985.9515 539256.6161
247 541712.3664 235985.9515
248 329570.8811 541712.3664
249 167681.4115 329570.8811
250 228700.4152 167681.4115
251 129847.3843 228700.4152
252 203914.0405 129847.3843
253 -72047.7005 203914.0405
254 -76626.0217 -72047.7005
255 -46173.1709 -76626.0217
256 -44392.2529 -46173.1709
257 -52328.1656 -44392.2529
258 -79294.7083 -52328.1656
259 -28293.8991 -79294.7083
260 -21880.0170 -28293.8991
261 -2001.9242 -21880.0170
262 -30082.7814 -2001.9242
263 -17152.2650 -30082.7814
264 -28916.3737 -17152.2650
265 -34668.0975 -28916.3737
266 -40050.3331 -34668.0975
267 -25718.1338 -40050.3331
268 -28177.2237 -25718.1338
269 37393.2874 -28177.2237
270 11050.8090 37393.2874
271 27063.7130 11050.8090
272 20117.1969 27063.7130
273 -42319.9799 20117.1969
274 -101138.4528 -42319.9799
275 -105279.9679 -101138.4528
276 -106214.9677 -105279.9679
277 -35387.6215 -106214.9677
278 -36560.1802 -35387.6215
279 -9367.5190 -36560.1802
280 3823.3509 -9367.5190
281 29408.4336 3823.3509
282 19042.1656 29408.4336
283 85829.0673 19042.1656
284 -50928.8252 85829.0673
285 886574.6205 -50928.8252
286 207892.1936 886574.6205
287 200450.4667 207892.1936
288 201989.2012 200450.4667
289 201481.5433 201989.2012
290 204002.5687 201481.5433
291 270202.0321 204002.5687
292 204495.0448 270202.0321
293 -76033.1142 204495.0448
294 -48872.5957 -76033.1142
295 -51729.5864 -48872.5957
296 -79822.3298 -51729.5864
297 -77022.6469 -79822.3298
298 -70807.2187 -77022.6469
299 -77416.5102 -70807.2187
300 -87318.5612 -77416.5102
301 240096.0117 -87318.5612
302 -79498.9526 240096.0117
303 -78624.8459 -79498.9526
304 -40847.7819 -78624.8459
305 -22211.1014 -40847.7819
306 -22317.9627 -22211.1014
307 9499.5860 -22317.9627
308 88969.7759 9499.5860
309 23275.1129 88969.7759
310 -36980.4365 23275.1129
311 -9423.1519 -36980.4365
312 -75788.6675 -9423.1519
313 -101751.2207 -75788.6675
314 -102448.0562 -101751.2207
315 -104684.9111 -102448.0562
316 -36325.5575 -104684.9111
317 92916.6273 -36325.5575
318 1048.2094 92916.6273
319 3211.1164 1048.2094
320 -19280.8984 3211.1164
321 -28958.8206 -19280.8984
322 -50332.7171 -28958.8206
323 275560.2122 -50332.7171
324 178652.8725 275560.2122
325 205089.1654 178652.8725
326 -55864.1784 205089.1654
327 -75505.4997 -55864.1784
328 -49796.9150 -75505.4997
329 -46856.8357 -49796.9150
330 -87029.5184 -46856.8357
331 -51157.7378 -87029.5184
332 -78319.1559 -51157.7378
333 -78195.6888 -78319.1559
334 35268.9207 -78195.6888
335 20126.9779 35268.9207
336 -41456.7273 20126.9779
337 -103865.7912 -41456.7273
338 -35764.6331 -103865.7912
339 1954.6843 -35764.6331
340 -49648.5799 1954.6843
341 -87720.2261 -49648.5799
342 -81428.1889 -87720.2261
343 -104278.0158 -81428.1889
344 -100771.4529 -104278.0158
345 -94922.2844 -100771.4529
346 -99306.5120 -94922.2844
347 -107794.2227 -99306.5120
348 -100898.9108 -107794.2227
349 -98291.1902 -100898.9108
350 115306.0226 -98291.1902
351 204495.6904 115306.0226
352 188257.2465 204495.6904
353 215327.8511 188257.2465
354 98266.7646 215327.8511
355 205004.0536 98266.7646
356 233006.4806 205004.0536
357 317169.4519 233006.4806
358 822567.7338 317169.4519
359 197627.0851 822567.7338
360 205324.9902 197627.0851
361 -64710.7510 205324.9902
362 -57165.5180 -64710.7510
363 -73611.4840 -57165.5180
364 -64667.9491 -73611.4840
365 -36182.9148 -64667.9491
366 -65758.9256 -36182.9148
367 -66316.3151 -65758.9256
368 -74830.3637 -66316.3151
369 -50570.3367 -74830.3637
370 -77604.3379 -50570.3367
371 35749.9109 -77604.3379
372 -34982.0754 35749.9109
373 -103955.8911 -34982.0754
374 -101099.8265 -103955.8911
375 -35202.7455 -101099.8265
376 2543.9520 -35202.7455
377 -49428.7033 2543.9520
378 -97885.9362 -49428.7033
379 -90951.8182 -97885.9362
380 -90092.2003 -90951.8182
381 -95654.1565 -90092.2003
382 -99424.4125 -95654.1565
383 -89116.6733 -99424.4125
384 -98418.4378 -89116.6733
385 -97216.2874 -98418.4378
386 -99446.4729 -97216.2874
387 -95660.4859 -99446.4729
388 -91428.0539 -95660.4859
389 -86876.1698 -91428.0539
390 -97801.5748 -86876.1698
391 215284.1512 -97801.5748
392 -67608.4058 215284.1512
393 -66392.9053 -67608.4058
394 -63941.3962 -66392.9053
395 -31593.6091 -63941.3962
396 -73067.3869 -31593.6091
397 -16651.8218 -73067.3869
398 -51162.9176 -16651.8218
399 -48723.9115 -51162.9176
400 -51967.0806 -48723.9115
401 222037.4470 -51967.0806
402 -50583.3760 222037.4470
403 -51401.1810 -50583.3760
404 -94250.6279 -51401.1810
405 -49955.9668 -94250.6279
406 -71634.2926 -49955.9668
407 -69397.4978 -71634.2926
408 -76915.7638 -69397.4978
409 -24526.6575 -76915.7638
410 -22712.8263 -24526.6575
411 24060.1091 -22712.8263
412 -21731.5720 24060.1091
413 -5008.6238 -21731.5720
414 -29463.7032 -5008.6238
415 -30558.4376 -29463.7032
416 -29616.5057 -30558.4376
417 -22277.1135 -29616.5057
418 -16651.0106 -22277.1135
419 -25741.1221 -16651.0106
420 -2070.5493 -25741.1221
421 5380.2940 -2070.5493
422 37556.9641 5380.2940
423 20101.5892 37556.9641
424 15351.1095 20101.5892
425 10286.8074 15351.1095
426 15978.8092 10286.8074
427 16449.2683 15978.8092
428 17576.3919 16449.2683
429 16947.5600 17576.3919
430 -41642.0922 16947.5600
> 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/freestat/rcomp/tmp/75zky1291403883.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/8yrjj1291403883.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/9yrjj1291403883.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/www/html/freestat/rcomp/tmp/10yrjj1291403883.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/www/html/freestat/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/freestat/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$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/freestat/rcomp/tmp/11j9zp1291403883.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/freestat/rcomp/tmp/125ayv1291403883.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/freestat/rcomp/tmp/13tbd71291403883.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/freestat/rcomp/tmp/14fbbu1291403883.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/freestat/rcomp/tmp/150ua01291403883.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/freestat/rcomp/tmp/16elqr1291403883.tab")
+ }
>
> try(system("convert tmp/1984p1291403883.ps tmp/1984p1291403883.png",intern=TRUE))
character(0)
> try(system("convert tmp/2984p1291403883.ps tmp/2984p1291403883.png",intern=TRUE))
character(0)
> try(system("convert tmp/3jh3s1291403883.ps tmp/3jh3s1291403883.png",intern=TRUE))
character(0)
> try(system("convert tmp/4uqkd1291403883.ps tmp/4uqkd1291403883.png",intern=TRUE))
character(0)
> try(system("convert tmp/5uqkd1291403883.ps tmp/5uqkd1291403883.png",intern=TRUE))
character(0)
> try(system("convert tmp/6uqkd1291403883.ps tmp/6uqkd1291403883.png",intern=TRUE))
character(0)
> try(system("convert tmp/75zky1291403883.ps tmp/75zky1291403883.png",intern=TRUE))
character(0)
> try(system("convert tmp/8yrjj1291403883.ps tmp/8yrjj1291403883.png",intern=TRUE))
character(0)
> try(system("convert tmp/9yrjj1291403883.ps tmp/9yrjj1291403883.png",intern=TRUE))
character(0)
> try(system("convert tmp/10yrjj1291403883.ps tmp/10yrjj1291403883.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
20.498 3.220 21.119