R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
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+ ,67038
+ ,215362
+ ,1
+ ,427
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+ ,0
+ ,0
+ ,3999
+ ,3999
+ ,30
+ ,30
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+ ,51252
+ ,42754
+ ,1
+ ,428
+ ,428
+ ,0
+ ,0
+ ,35624
+ ,35624
+ ,223
+ ,223
+ ,157278
+ ,157278
+ ,306275
+ ,1
+ ,429
+ ,429
+ ,0
+ ,0
+ ,9252
+ ,9252
+ ,48
+ ,48
+ ,79510
+ ,79510
+ ,253537
+ ,1
+ ,430
+ ,430
+ ,0
+ ,0
+ ,15236
+ ,15236
+ ,90
+ ,90
+ ,77440
+ ,77440
+ ,372631
+ ,1
+ ,431
+ ,431
+ ,0
+ ,0
+ ,18073
+ ,18073
+ ,180
+ ,180
+ ,27284
+ ,27284
+ ,-7170)
+ ,dim=c(12
+ ,431)
+ ,dimnames=list(c('pop'
+ ,'t'
+ ,'pop_t'
+ ,'Group'
+ ,'Group_p'
+ ,'Costs'
+ ,'Costs_p'
+ ,'Trades'
+ ,'Trades_p'
+ ,'Dividends'
+ ,'Dividends_p'
+ ,'Wealth
')
+ ,1:431))
> y <- array(NA,dim=c(12,431),dimnames=list(c('pop','t','pop_t','Group','Group_p','Costs','Costs_p','Trades','Trades_p','Dividends','Dividends_p','Wealth
'),1:431))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> par3 = 'No Linear Trend'
> par2 = 'Do not include Seasonal Dummies'
> par1 = '12'
> #'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
Wealth\r pop t pop_t Group Group_p Costs Costs_p Trades Trades_p
1 6282154 1 1 1 1 1 162556 162556 1081 1081
2 4321023 1 2 2 1 1 29790 29790 309 309
3 4111912 1 3 3 1 1 87550 87550 458 458
4 223193 1 4 4 0 0 84738 84738 588 588
5 1491348 1 5 5 1 1 54660 54660 302 302
6 1629616 0 6 0 1 0 42634 0 156 0
7 1398893 1 7 7 0 0 40949 40949 481 481
8 1926517 0 8 0 1 0 45187 0 353 0
9 983660 1 9 9 1 1 37704 37704 452 452
10 1443586 1 10 10 1 1 16275 16275 109 109
11 1073089 1 11 11 0 0 25830 25830 115 115
12 984885 1 12 12 0 0 12679 12679 110 110
13 1405225 1 13 13 1 1 18014 18014 239 239
14 227132 1 14 14 0 0 43556 43556 247 247
15 929118 1 15 15 1 1 24811 24811 505 505
16 1071292 0 16 0 0 0 6575 0 159 0
17 638830 0 17 0 0 0 7123 0 109 0
18 856956 1 18 18 1 1 21950 21950 519 519
19 992426 1 19 19 1 1 37597 37597 248 248
20 444477 1 20 20 0 0 17821 17821 373 373
21 857217 1 21 21 1 1 12988 12988 119 119
22 711969 0 22 0 1 0 22330 0 84 0
23 702380 0 23 0 0 0 13326 0 102 0
24 358589 1 24 24 0 0 16189 16189 295 295
25 297978 1 25 25 0 0 7146 7146 105 105
26 585715 1 26 26 0 0 15824 15824 64 64
27 657954 1 27 27 1 1 27664 27664 282 282
28 209458 1 28 28 0 0 11920 11920 182 182
29 786690 1 29 29 0 0 8568 8568 37 37
30 439798 1 30 30 0 0 14416 14416 361 361
31 688779 1 31 31 1 1 3369 3369 28 28
32 574339 1 32 32 1 1 11819 11819 85 85
33 741409 0 33 0 1 0 6984 0 45 0
34 597793 1 34 34 1 1 4519 4519 49 49
35 644190 1 35 35 0 0 2220 2220 22 22
36 377934 1 36 36 0 0 18562 18562 155 155
37 640273 1 37 37 0 0 10327 10327 91 91
38 697458 1 38 38 1 1 5336 5336 81 81
39 550608 1 39 39 1 1 2365 2365 79 79
40 207393 1 40 40 0 0 4069 4069 145 145
41 301607 0 41 0 0 0 8636 0 855 0
42 345783 1 42 42 0 0 13718 13718 61 61
43 501749 0 43 0 0 0 4525 0 226 0
44 379983 0 44 0 0 0 6869 0 105 0
45 387475 0 45 0 0 0 4628 0 62 0
46 377305 1 46 46 1 1 3689 3689 25 25
47 370837 1 47 47 1 1 4891 4891 217 217
48 430866 1 48 48 1 1 7489 7489 322 322
49 469107 1 49 49 0 0 4901 4901 84 84
50 194493 1 50 50 0 0 2284 2284 33 33
51 530670 1 51 51 1 1 3160 3160 108 108
52 518365 1 52 52 1 1 4150 4150 150 150
53 491303 1 53 53 1 1 7285 7285 115 115
54 527021 0 54 0 1 0 1134 0 162 0
55 233773 1 55 55 1 1 4658 4658 158 158
56 405972 0 56 0 0 0 2384 0 97 0
57 652925 1 57 57 0 0 3748 3748 9 9
58 446211 0 58 0 0 0 5371 0 66 0
59 341340 1 59 59 0 0 1285 1285 107 107
60 387699 1 60 60 1 1 9327 9327 101 101
61 493408 0 61 0 1 0 5565 0 47 0
62 146494 0 62 0 0 0 1528 0 38 0
63 414462 1 63 63 1 1 3122 3122 34 34
64 364304 0 64 0 1 0 7561 0 87 0
65 355178 0 65 0 0 0 2675 0 79 0
66 357760 1 66 66 0 0 13253 13253 947 947
67 261216 1 67 67 0 0 880 880 74 74
68 397144 1 68 68 1 1 2053 2053 53 53
69 374943 1 69 69 0 0 1424 1424 94 94
70 424898 1 70 70 1 1 4036 4036 63 63
71 202055 1 71 71 1 1 3045 3045 58 58
72 378525 0 72 0 0 0 5119 0 49 0
73 310768 0 73 0 0 0 1431 0 34 0
74 325738 1 74 74 0 0 554 554 11 11
75 394510 1 75 75 0 0 1975 1975 35 35
76 247060 1 76 76 1 1 1765 1765 20 20
77 368078 1 77 77 0 0 1012 1012 47 47
78 236761 1 78 78 0 0 810 810 43 43
79 312378 1 79 79 0 0 1280 1280 117 117
80 339836 1 80 80 1 1 666 666 171 171
81 347385 1 81 81 0 0 1380 1380 26 26
82 426280 0 82 0 1 0 4677 0 75 0
83 352850 1 83 83 0 0 876 876 59 59
84 301881 0 84 0 0 0 814 0 18 0
85 377516 1 85 85 0 0 514 514 15 15
86 357312 1 86 86 1 1 5692 5692 72 72
87 458343 1 87 87 0 0 3642 3642 86 86
88 354228 0 88 0 0 0 540 0 14 0
89 308636 0 89 0 0 0 2099 0 64 0
90 386212 0 90 0 0 0 567 0 11 0
91 393343 0 91 0 0 0 2001 0 52 0
92 378509 1 92 92 1 1 2949 2949 41 41
93 452469 1 93 93 0 0 2253 2253 99 99
94 364839 1 94 94 1 1 6533 6533 75 75
95 358649 1 95 95 0 0 1889 1889 45 45
96 376641 1 96 96 1 1 3055 3055 43 43
97 429112 1 97 97 0 0 272 272 8 8
98 330546 0 98 0 1 0 1414 0 198 0
99 403560 0 99 0 0 0 2564 0 22 0
100 317892 1 100 100 1 1 1383 1383 11 11
101 307528 1 101 101 1 1 1261 1261 33 33
102 235133 1 102 102 0 0 975 975 23 23
103 299243 1 103 103 0 0 3366 3366 80 80
104 314073 1 104 104 0 0 576 576 18 18
105 368186 1 105 105 0 0 1686 1686 40 40
106 269661 1 106 106 0 0 746 746 23 23
107 125390 1 107 107 1 1 3192 3192 60 60
108 510834 1 108 108 1 1 2045 2045 20 20
109 321896 0 109 0 0 0 5702 0 61 0
110 249898 1 110 110 1 1 1932 1932 36 36
111 408881 1 111 111 0 0 936 936 30 30
112 158492 1 112 112 1 1 3437 3437 47 47
113 292154 0 113 0 0 0 5131 0 71 0
114 289513 1 114 114 1 1 2397 2397 14 14
115 378049 1 115 115 1 1 1389 1389 9 9
116 343466 0 116 0 0 0 1503 0 39 0
117 332743 0 117 0 0 0 402 0 26 0
118 442882 0 118 0 0 0 2239 0 21 0
119 214215 1 119 119 1 1 2234 2234 16 16
120 315688 1 120 120 0 0 837 837 69 69
121 375195 1 121 121 0 0 10579 10579 92 92
122 334280 0 122 0 0 0 875 0 14 0
123 355864 1 123 123 0 0 1585 1585 107 107
124 480382 1 124 124 1 1 1659 1659 29 29
125 353058 1 125 125 1 1 2647 2647 37 37
126 217193 1 126 126 1 1 3294 3294 23 23
127 315380 0 127 0 0 0 0 0 0 0
128 314533 0 128 0 0 0 94 0 7 0
129 318056 0 129 0 0 0 422 0 28 0
130 315380 1 130 130 0 0 0 0 0 0
131 314353 0 131 0 0 0 34 0 8 0
132 369448 1 132 132 0 0 1558 1558 63 63
133 315380 1 133 133 0 0 0 0 0 0
134 312846 0 134 0 0 0 43 0 3 0
135 312075 1 135 135 0 0 645 645 5 5
136 315009 0 136 0 0 0 316 0 9 0
137 318903 1 137 137 0 0 115 115 13 13
138 314887 0 138 0 0 0 5 0 2 0
139 314913 0 139 0 0 0 897 0 5 0
140 315380 0 140 0 0 0 0 0 0 0
141 325506 0 141 0 0 0 389 0 14 0
142 315380 1 142 142 0 0 0 0 0 0
143 298568 0 143 0 0 0 1002 0 15 0
144 315834 0 144 0 0 0 36 0 3 0
145 329784 1 145 145 0 0 460 460 15 15
146 312878 0 146 0 0 0 309 0 11 0
147 315380 1 147 147 0 0 0 0 0 0
148 314987 0 148 0 0 0 9 0 6 0
149 325249 1 149 149 0 0 271 271 2 2
150 315877 1 150 150 0 0 14 14 1 1
151 291650 0 151 0 0 0 520 0 10 0
152 305959 0 152 0 0 0 1766 0 73 0
153 315380 1 153 153 0 0 0 0 0 0
154 297765 1 154 154 0 0 458 458 11 11
155 315245 0 155 0 0 0 20 0 3 0
156 315380 0 156 0 0 0 0 0 0 0
157 315380 0 157 0 0 0 0 0 0 0
158 315236 0 158 0 0 0 98 0 2 0
159 336425 0 159 0 0 0 405 0 7 0
160 315380 0 160 0 0 0 0 0 0 0
161 315380 0 161 0 0 0 0 0 0 0
162 315380 1 162 162 0 0 0 0 0 0
163 315380 0 163 0 0 0 0 0 0 0
164 306268 1 164 164 0 0 483 483 27 27
165 302187 1 165 165 0 0 454 454 51 51
166 314882 0 166 0 0 0 47 0 3 0
167 315380 1 167 167 0 0 0 0 0 0
168 382712 1 168 168 0 0 757 757 19 19
169 341570 1 169 169 0 0 4655 4655 393 393
170 315380 0 170 0 0 0 0 0 0 0
171 315380 0 171 0 0 0 0 0 0 0
172 312412 1 172 172 0 0 36 36 4 4
173 315380 1 173 173 0 0 0 0 0 0
174 309596 1 174 174 0 0 203 203 9 9
175 315380 1 175 175 0 0 0 0 0 0
176 315547 0 176 0 0 0 126 0 10 0
177 313267 1 177 177 0 0 400 400 152 152
178 316176 1 178 178 1 1 71 71 1 1
179 315380 0 179 0 0 0 0 0 0 0
180 315380 0 180 0 0 0 0 0 0 0
181 359335 1 181 181 0 0 972 972 34 34
182 330068 0 182 0 1 0 531 0 10 0
183 314289 0 183 0 0 0 2461 0 57 0
184 297413 0 184 0 1 0 378 0 52 0
185 314806 1 185 185 1 1 23 23 5 5
186 333210 1 186 186 1 1 638 638 14 14
187 352108 0 187 0 1 0 2300 0 29 0
188 313332 0 188 0 0 0 149 0 5 0
189 291787 1 189 189 0 0 226 226 5 5
190 315380 0 190 0 0 0 0 0 0 0
191 318745 1 191 191 0 0 275 275 4 4
192 315380 0 192 0 0 0 0 0 0 0
193 315366 0 193 0 0 0 141 0 6 0
194 315380 1 194 194 0 0 0 0 0 0
195 315688 0 195 0 0 0 28 0 2 0
196 315380 1 196 196 1 1 0 0 0 0
197 409642 1 197 197 1 1 4980 4980 91 91
198 315380 1 198 198 1 1 0 0 0 0
199 315380 1 199 199 1 1 0 0 0 0
200 269587 1 200 200 1 1 472 472 20 20
201 315380 1 201 201 1 1 0 0 0 0
202 315380 1 202 202 1 1 0 0 0 0
203 315380 1 203 203 1 1 0 0 0 0
204 300962 1 204 204 1 1 203 203 27 27
205 325479 1 205 205 1 1 496 496 17 17
206 316155 1 206 206 1 1 10 10 2 2
207 318574 1 207 207 1 1 63 63 4 4
208 315380 1 208 208 1 1 0 0 0 0
209 343613 0 209 0 1 0 1136 0 32 0
210 306948 0 210 0 1 0 265 0 31 0
211 315380 0 211 0 0 0 0 0 0 0
212 315380 1 212 212 0 0 0 0 0 0
213 330059 1 213 213 0 0 267 267 32 32
214 288985 1 214 214 0 0 474 474 20 20
215 304485 1 215 215 0 0 534 534 7 7
216 315380 1 216 216 0 0 0 0 0 0
217 315688 1 217 217 0 0 15 15 8 8
218 317736 0 218 0 0 0 397 0 28 0
219 315380 0 219 0 0 0 0 0 0 0
220 322331 0 220 0 0 0 1866 0 29 0
221 296656 1 221 221 0 0 288 288 4 4
222 315380 1 222 222 0 0 0 0 0 0
223 315354 0 223 0 0 0 3 0 2 0
224 312161 1 224 224 0 0 468 468 21 21
225 315576 0 225 0 0 0 20 0 2 0
226 314922 0 226 0 0 0 278 0 26 0
227 314551 0 227 0 0 0 61 0 14 0
228 315380 1 228 228 0 0 0 0 0 0
229 312339 1 229 229 0 0 192 192 4 4
230 315380 0 230 0 0 0 0 0 0 0
231 298700 1 231 231 0 0 317 317 9 9
232 321376 1 232 232 0 0 738 738 10 10
233 315380 1 233 233 0 0 0 0 0 0
234 303230 0 234 0 0 0 368 0 17 0
235 315380 0 235 0 0 0 0 0 0 0
236 315487 0 236 0 0 0 2 0 1 0
237 315380 0 237 0 0 0 0 0 0 0
238 315793 0 238 0 0 0 53 0 6 0
239 315380 1 239 239 0 0 0 0 0 0
240 315380 1 240 240 0 0 0 0 0 0
241 315380 0 241 0 0 0 0 0 0 0
242 312887 1 242 242 0 0 94 94 3 3
243 315380 1 243 243 0 0 0 0 0 0
244 315637 1 244 244 0 0 24 24 8 8
245 324385 1 245 245 0 0 2332 2332 4 4
246 315380 1 246 246 1 1 0 0 0 0
247 315380 1 247 247 1 1 0 0 0 0
248 308989 0 248 0 0 0 131 0 11 0
249 315380 1 249 249 1 1 0 0 0 0
250 315380 0 250 0 1 0 0 0 0 0
251 296702 1 251 251 0 0 206 206 9 9
252 315380 1 252 252 1 1 0 0 0 0
253 307322 1 253 253 0 0 167 167 2 2
254 304376 0 254 0 0 0 622 0 73 0
255 253588 0 255 0 0 0 2328 0 94 0
256 315380 0 256 0 0 0 0 0 0 0
257 309560 0 257 0 0 0 365 0 8 0
258 298466 0 258 0 0 0 364 0 35 0
259 315380 1 259 259 1 1 0 0 0 0
260 315380 1 260 260 0 0 0 0 0 0
261 315380 1 261 261 1 1 0 0 0 0
262 315380 1 262 262 1 1 0 0 0 0
263 343929 0 263 0 0 0 226 0 12 0
264 331955 1 264 264 0 0 307 307 15 15
265 315380 1 265 265 1 1 0 0 0 0
266 315380 1 266 266 0 0 0 0 0 0
267 315380 0 267 0 1 0 0 0 0 0
268 381180 1 268 268 0 0 188 188 11 11
269 315380 1 269 269 1 1 0 0 0 0
270 331420 1 270 270 0 0 138 138 6 6
271 315380 1 271 271 1 1 0 0 0 0
272 315380 1 272 272 1 1 0 0 0 0
273 315380 1 273 273 1 1 0 0 0 0
274 310201 0 274 0 0 0 125 0 12 0
275 315380 0 275 0 0 0 0 0 0 0
276 320016 1 276 276 0 0 282 282 30 30
277 320398 0 277 0 0 0 335 0 33 0
278 315380 1 278 278 0 0 0 0 0 0
279 291841 1 279 279 1 1 1324 1324 117 117
280 310670 1 280 280 0 0 176 176 28 28
281 315380 1 281 281 1 1 0 0 0 0
282 315380 0 282 0 0 0 0 0 0 0
283 313491 1 283 283 0 0 249 249 72 72
284 315380 0 284 0 0 0 0 0 0 0
285 331323 0 285 0 0 0 333 0 13 0
286 315380 0 286 0 0 0 0 0 0 0
287 319210 1 287 287 1 1 601 601 6 6
288 318098 0 288 0 0 0 30 0 4 0
289 315380 0 289 0 1 0 0 0 0 0
290 292754 0 290 0 0 0 249 0 62 0
291 315380 1 291 291 1 1 0 0 0 0
292 325176 0 292 0 0 0 165 0 24 0
293 365959 1 293 293 0 0 453 453 21 21
294 315380 0 294 0 0 0 0 0 0 0
295 302409 1 295 295 0 0 53 53 14 14
296 340968 1 296 296 1 1 382 382 21 21
297 315380 0 297 0 0 0 0 0 0 0
298 315380 0 298 0 1 0 0 0 0 0
299 315380 1 299 299 0 0 0 0 0 0
300 315380 0 300 0 0 0 0 0 0 0
301 313164 1 301 301 1 1 30 30 4 4
302 301164 1 302 302 0 0 290 290 2 2
303 315380 1 303 303 0 0 0 0 0 0
304 315380 1 304 304 1 1 0 0 0 0
305 344425 0 305 0 0 0 366 0 53 0
306 315394 0 306 0 0 0 2 0 9 0
307 315380 1 307 307 1 1 0 0 0 0
308 316647 1 308 308 1 1 209 209 13 13
309 309836 0 309 0 0 0 384 0 22 0
310 315380 1 310 310 1 1 0 0 0 0
311 315380 1 311 311 1 1 0 0 0 0
312 346611 1 312 312 0 0 365 365 83 83
313 315380 1 313 313 1 1 0 0 0 0
314 322031 1 314 314 1 1 49 49 8 8
315 315656 0 315 0 0 0 3 0 4 0
316 339445 0 316 0 0 0 133 0 14 0
317 314964 0 317 0 0 0 32 0 1 0
318 297141 0 318 0 0 0 368 0 17 0
319 315372 0 319 0 0 0 1 0 6 0
320 315380 0 320 0 0 0 0 0 0 0
321 315380 1 321 321 0 0 0 0 0 0
322 315380 1 322 322 0 0 0 0 0 0
323 315380 1 323 323 0 0 0 0 0 0
324 315380 0 324 0 1 0 0 0 0 0
325 315380 1 325 325 0 0 0 0 0 0
326 312502 1 326 326 0 0 22 22 2 2
327 315380 0 327 0 1 0 0 0 0 0
328 315380 0 328 0 1 0 0 0 0 0
329 315380 1 329 329 0 0 0 0 0 0
330 315380 1 330 330 0 0 0 0 0 0
331 315380 1 331 331 0 0 0 0 0 0
332 315380 0 332 0 0 0 0 0 0 0
333 315380 1 333 333 0 0 0 0 0 0
334 313729 1 334 334 0 0 96 96 5 5
335 315388 0 335 0 0 0 1 0 2 0
336 315371 0 336 0 0 0 314 0 5 0
337 296139 1 337 337 0 0 844 844 78 78
338 315380 0 338 0 0 0 0 0 0 0
339 313880 0 339 0 0 0 26 0 1 0
340 317698 1 340 340 0 0 125 125 13 13
341 295580 0 341 0 0 0 304 0 15 0
342 315380 0 342 0 0 0 0 0 0 0
343 315380 0 343 0 0 0 0 0 0 0
344 315380 1 344 344 0 0 0 0 0 0
345 308256 0 345 0 0 0 621 0 48 0
346 315380 0 346 0 0 0 0 0 0 0
347 303677 0 347 0 0 0 119 0 6 0
348 315380 0 348 0 0 0 0 0 0 0
349 315380 1 349 349 0 0 0 0 0 0
350 319369 0 350 0 0 0 1595 0 17 0
351 318690 1 351 351 0 0 312 312 14 14
352 314049 0 352 0 0 0 60 0 10 0
353 325699 1 353 353 0 0 587 587 12 12
354 314210 0 354 0 0 0 135 0 2 0
355 315380 0 355 0 0 0 0 0 0 0
356 315380 0 356 0 0 0 0 0 0 0
357 322378 0 357 0 0 0 514 0 52 0
358 315380 0 358 0 0 0 0 0 0 0
359 315380 0 359 0 0 0 0 0 0 0
360 315380 1 360 360 0 0 0 0 0 0
361 315398 0 361 0 0 0 1 0 4 0
362 315380 1 362 362 0 0 0 0 0 0
363 315380 0 363 0 0 0 0 0 0 0
364 308336 1 364 364 1 1 1763 1763 24 24
365 316386 1 365 365 0 0 180 180 11 11
366 315380 1 366 366 0 0 0 0 0 0
367 315380 1 367 367 0 0 0 0 0 0
368 315380 0 368 0 0 0 0 0 0 0
369 315380 1 369 369 0 0 0 0 0 0
370 315553 0 370 0 0 0 218 0 21 0
371 315380 1 371 371 0 0 0 0 0 0
372 323361 1 372 372 0 0 448 448 40 40
373 336639 0 373 0 0 0 227 0 9 0
374 307424 1 374 374 0 0 174 174 1 1
375 315380 1 375 375 0 0 0 0 0 0
376 315380 1 376 376 0 0 0 0 0 0
377 295370 1 377 377 0 0 121 121 24 24
378 322340 0 378 0 0 0 607 0 11 0
379 319864 0 379 0 0 0 2212 0 14 0
380 315380 1 380 380 0 0 0 0 0 0
381 315380 1 381 381 0 0 0 0 0 0
382 317291 0 382 0 0 0 530 0 60 0
383 280398 0 383 0 0 0 571 0 80 0
384 315380 1 384 384 0 0 0 0 0 0
385 317330 0 385 0 0 0 78 0 16 0
386 238125 1 386 386 0 0 2489 2489 40 40
387 327071 0 387 0 0 0 131 0 6 0
388 309038 1 388 388 0 0 923 923 8 8
389 314210 0 389 0 0 0 72 0 3 0
390 307930 1 390 390 0 0 572 572 16 16
391 322327 1 391 391 0 0 397 397 10 10
392 292136 0 392 0 0 0 450 0 8 0
393 263276 1 393 393 0 0 622 622 7 7
394 367655 0 394 0 0 0 694 0 8 0
395 283910 0 395 0 1 0 3425 0 12 0
396 283587 1 396 396 0 0 562 562 13 13
397 243650 1 397 397 0 0 4917 4917 42 42
398 438493 1 398 398 1 1 1442 1442 118 118
399 296261 1 399 399 0 0 529 529 9 9
400 230621 1 400 400 1 1 2126 2126 138 138
401 304252 0 401 0 0 0 1061 0 5 0
402 333505 0 402 0 0 0 776 0 9 0
403 296919 0 403 0 0 0 611 0 8 0
404 278990 0 404 0 1 0 1526 0 25 0
405 276898 0 405 0 0 0 592 0 7 0
406 327007 0 406 0 0 0 1182 0 13 0
407 317046 1 407 407 0 0 621 621 16 16
408 304555 1 408 408 0 0 989 989 11 11
409 298096 0 409 0 0 0 438 0 11 0
410 231861 1 410 410 0 0 726 726 3 3
411 309422 1 411 411 0 0 1303 1303 61 61
412 286963 0 412 0 1 0 7419 0 29 0
413 269753 1 413 413 1 1 1164 1164 17 17
414 448243 1 414 414 1 1 3310 3310 33 33
415 165404 1 415 415 0 0 1920 1920 15 15
416 204325 0 416 0 0 0 965 0 3 0
417 407159 1 417 417 0 0 3256 3256 66 66
418 290476 0 418 0 1 0 1135 0 17 0
419 275311 0 419 0 0 0 1270 0 26 0
420 246541 0 420 0 0 0 661 0 3 0
421 253468 0 421 0 0 0 1013 0 2 0
422 240897 1 422 422 0 0 2844 2844 67 67
423 -83265 1 423 423 1 1 11528 11528 70 70
424 -42143 1 424 424 0 0 6526 6526 26 26
425 272713 1 425 425 0 0 2264 2264 24 24
426 215362 1 426 426 1 1 5109 5109 97 97
427 42754 1 427 427 0 0 3999 3999 30 30
428 306275 1 428 428 0 0 35624 35624 223 223
429 253537 1 429 429 0 0 9252 9252 48 48
430 372631 1 430 430 0 0 15236 15236 90 90
431 -7170 1 431 431 0 0 18073 18073 180 180
Dividends Dividends_p
1 213118 213118
2 81767 81767
3 153198 153198
4 -26007 -26007
5 126942 126942
6 157214 0
7 129352 129352
8 234817 0
9 60448 60448
10 47818 47818
11 245546 245546
12 48020 48020
13 -1710 -1710
14 32648 32648
15 95350 95350
16 151352 0
17 288170 0
18 114337 114337
19 37884 37884
20 122844 122844
21 82340 82340
22 79801 0
23 165548 0
24 116384 116384
25 134028 134028
26 63838 63838
27 74996 74996
28 31080 31080
29 32168 32168
30 49857 49857
31 87161 87161
32 106113 106113
33 80570 0
34 102129 102129
35 301670 301670
36 102313 102313
37 88577 88577
38 112477 112477
39 191778 191778
40 79804 79804
41 128294 0
42 96448 96448
43 93811 0
44 117520 0
45 69159 0
46 101792 101792
47 210568 210568
48 136996 136996
49 121920 121920
50 76403 76403
51 108094 108094
52 134759 134759
53 188873 188873
54 146216 0
55 156608 156608
56 61348 0
57 50350 50350
58 87720 0
59 99489 99489
60 87419 87419
61 94355 0
62 60326 0
63 94670 94670
64 82425 0
65 59017 0
66 90829 90829
67 80791 80791
68 100423 100423
69 131116 131116
70 100269 100269
71 27330 27330
72 39039 0
73 106885 0
74 79285 79285
75 118881 118881
76 77623 77623
77 114768 114768
78 74015 74015
79 69465 69465
80 117869 117869
81 60982 60982
82 90131 0
83 138971 138971
84 39625 0
85 102725 102725
86 64239 64239
87 90262 90262
88 103960 0
89 106611 0
90 103345 0
91 95551 0
92 82903 82903
93 63593 63593
94 126910 126910
95 37527 37527
96 60247 60247
97 112995 112995
98 70184 0
99 130140 0
100 73221 73221
101 76114 76114
102 90534 90534
103 108479 108479
104 113761 113761
105 68696 68696
106 71561 71561
107 59831 59831
108 97890 97890
109 101481 0
110 72954 72954
111 67939 67939
112 48022 48022
113 86111 0
114 74020 74020
115 57530 57530
116 56364 0
117 84990 0
118 88590 0
119 77200 77200
120 61262 61262
121 110309 110309
122 67000 0
123 93099 93099
124 107577 107577
125 62920 62920
126 75832 75832
127 60720 0
128 60793 0
129 57935 0
130 60720 60720
131 60630 0
132 55637 55637
133 60720 60720
134 60887 0
135 60720 60720
136 60505 0
137 60945 60945
138 60720 0
139 60720 0
140 60720 0
141 58990 0
142 60720 60720
143 56750 0
144 60894 0
145 63346 63346
146 56535 0
147 60720 60720
148 60835 0
149 60720 60720
150 61016 61016
151 58650 0
152 60438 0
153 60720 60720
154 58625 58625
155 60938 0
156 60720 0
157 60720 0
158 61490 0
159 60845 0
160 60720 0
161 60720 0
162 60720 60720
163 60720 0
164 60830 60830
165 63261 63261
166 60720 0
167 60720 60720
168 45689 45689
169 60720 60720
170 60720 0
171 60720 0
172 61564 61564
173 60720 60720
174 61938 61938
175 60720 60720
176 60951 0
177 60720 60720
178 60745 60745
179 60720 0
180 60720 0
181 71642 71642
182 71641 0
183 55792 0
184 71873 0
185 62555 62555
186 60370 60370
187 64873 0
188 62041 0
189 65745 65745
190 60720 0
191 59500 59500
192 60720 0
193 61630 0
194 60720 60720
195 60890 0
196 60720 60720
197 113521 113521
198 60720 60720
199 60720 60720
200 80045 80045
201 60720 60720
202 60720 60720
203 60720 60720
204 50804 50804
205 87390 87390
206 61656 61656
207 65688 65688
208 60720 60720
209 48522 0
210 60720 0
211 60720 0
212 60720 60720
213 57640 57640
214 61977 61977
215 62620 62620
216 60720 60720
217 60831 60831
218 60646 0
219 60720 0
220 56225 0
221 60510 60510
222 60720 60720
223 60698 0
224 60720 60720
225 60805 0
226 61404 0
227 60720 0
228 60720 60720
229 65276 65276
230 60720 0
231 63915 63915
232 60720 60720
233 60720 60720
234 61686 0
235 60720 0
236 60743 0
237 60720 0
238 60349 0
239 60720 60720
240 60720 60720
241 60720 0
242 61360 61360
243 60720 60720
244 59818 59818
245 72680 72680
246 60720 60720
247 60720 60720
248 61808 0
249 60720 60720
250 60720 0
251 53110 53110
252 60720 60720
253 64245 64245
254 73007 0
255 82732 0
256 60720 0
257 54820 0
258 47705 0
259 60720 60720
260 60720 60720
261 60720 60720
262 60720 60720
263 72835 0
264 58856 58856
265 60720 60720
266 60720 60720
267 60720 0
268 77655 77655
269 60720 60720
270 69817 69817
271 60720 60720
272 60720 60720
273 60720 60720
274 60798 0
275 60720 0
276 62452 62452
277 64175 0
278 60720 60720
279 67440 67440
280 68136 68136
281 60720 60720
282 60720 0
283 56726 56726
284 60720 0
285 70811 0
286 60720 0
287 60720 60720
288 62045 0
289 60720 0
290 54323 0
291 60720 60720
292 62841 0
293 81125 81125
294 60720 0
295 59506 59506
296 59365 59365
297 60720 0
298 60720 0
299 60720 60720
300 60720 0
301 60798 60798
302 58790 58790
303 60720 60720
304 60720 60720
305 61808 0
306 60735 0
307 60720 60720
308 64016 64016
309 54683 0
310 60720 60720
311 60720 60720
312 87192 87192
313 60720 60720
314 64107 64107
315 60761 0
316 65990 0
317 59988 0
318 61167 0
319 60719 0
320 60720 0
321 60720 60720
322 60720 60720
323 60720 60720
324 60720 0
325 60720 60720
326 60722 60722
327 60720 0
328 60720 0
329 60720 60720
330 60720 60720
331 60720 60720
332 60720 0
333 60720 60720
334 60379 60379
335 60727 0
336 60720 0
337 60925 60925
338 60720 0
339 60896 0
340 59734 59734
341 62969 0
342 60720 0
343 60720 0
344 60720 60720
345 60720 0
346 60720 0
347 59118 0
348 60720 0
349 60720 60720
350 60720 0
351 58598 58598
352 61124 0
353 59595 59595
354 62065 0
355 60720 0
356 60720 0
357 78780 0
358 60720 0
359 60720 0
360 60720 60720
361 60722 0
362 60720 60720
363 60720 0
364 61600 61600
365 59635 59635
366 60720 60720
367 60720 60720
368 60720 0
369 60720 60720
370 60720 0
371 60720 60720
372 59781 59781
373 76644 0
374 64820 64820
375 60720 60720
376 60720 60720
377 56178 56178
378 60436 0
379 60720 0
380 60720 60720
381 60720 60720
382 73433 0
383 41477 0
384 60720 60720
385 62700 0
386 67804 67804
387 59661 0
388 58620 58620
389 60398 0
390 58580 58580
391 62710 62710
392 59325 0
393 60950 60950
394 68060 0
395 83620 0
396 58456 58456
397 52811 52811
398 121173 121173
399 63870 63870
400 21001 21001
401 70415 0
402 64230 0
403 59190 0
404 69351 0
405 64270 0
406 70694 0
407 68005 68005
408 58930 58930
409 58320 0
410 69980 69980
411 69863 69863
412 63255 0
413 57320 57320
414 75230 75230
415 79420 79420
416 73490 0
417 35250 35250
418 62285 0
419 69206 0
420 65920 0
421 69770 0
422 72683 72683
423 -14545 -14545
424 55830 55830
425 55174 55174
426 67038 67038
427 51252 51252
428 157278 157278
429 79510 79510
430 77440 77440
431 27284 27284
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) pop t pop_t Group Group_p
2.330e+05 -9.820e+04 -5.431e+01 -4.613e+01 -5.414e+03 9.350e+04
Costs Costs_p Trades Trades_p Dividends Dividends_p
2.819e+01 2.158e+00 -2.941e+02 -1.896e+02 1.340e+00 7.538e-01
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-2144037 -22212 12387 66088 3172546
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 2.330e+05 8.766e+04 2.658 0.00816 **
pop -9.820e+04 1.060e+05 -0.926 0.35486
t -5.431e+01 1.906e+02 -0.285 0.77585
pop_t -4.613e+01 2.392e+02 -0.193 0.84717
Group -5.414e+03 5.883e+04 -0.092 0.92672
Group_p 9.350e+04 6.776e+04 1.380 0.16835
Costs 2.819e+01 5.234e+00 5.386 1.20e-07 ***
Costs_p 2.158e+00 5.534e+00 0.390 0.69683
Trades -2.941e+02 3.027e+02 -0.972 0.33182
Trades_p -1.896e+02 3.674e+02 -0.516 0.60601
Dividends 1.340e+00 9.490e-01 1.412 0.15878
Dividends_p 7.538e-01 1.077e+00 0.700 0.48416
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 253400 on 419 degrees of freedom
Multiple R-squared: 0.6625, Adjusted R-squared: 0.6536
F-statistic: 74.75 on 11 and 419 DF, p-value: < 2.2e-16
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 1.0000000 7.288881e-127 3.644441e-127
[2,] 1.0000000 1.760595e-133 8.802977e-134
[3,] 1.0000000 3.605861e-132 1.802931e-132
[4,] 1.0000000 1.766623e-134 8.833117e-135
[5,] 1.0000000 3.405910e-141 1.702955e-141
[6,] 1.0000000 7.047249e-145 3.523624e-145
[7,] 1.0000000 1.273185e-150 6.365924e-151
[8,] 1.0000000 1.567452e-149 7.837262e-150
[9,] 1.0000000 5.538993e-149 2.769496e-149
[10,] 1.0000000 1.991647e-152 9.958233e-153
[11,] 1.0000000 3.864692e-154 1.932346e-154
[12,] 1.0000000 1.481223e-160 7.406113e-161
[13,] 1.0000000 9.289828e-163 4.644914e-163
[14,] 1.0000000 6.720706e-167 3.360353e-167
[15,] 1.0000000 4.223358e-183 2.111679e-183
[16,] 1.0000000 4.637682e-186 2.318841e-186
[17,] 1.0000000 1.152241e-189 5.761207e-190
[18,] 1.0000000 2.307112e-191 1.153556e-191
[19,] 1.0000000 8.404365e-197 4.202183e-197
[20,] 1.0000000 2.534587e-198 1.267293e-198
[21,] 1.0000000 2.092506e-197 1.046253e-197
[22,] 1.0000000 7.086767e-197 3.543383e-197
[23,] 1.0000000 3.327369e-204 1.663684e-204
[24,] 1.0000000 7.964512e-210 3.982256e-210
[25,] 1.0000000 1.610535e-209 8.052675e-210
[26,] 1.0000000 4.706396e-211 2.353198e-211
[27,] 1.0000000 1.974136e-211 9.870681e-212
[28,] 1.0000000 9.455140e-211 4.727570e-211
[29,] 1.0000000 7.751524e-211 3.875762e-211
[30,] 1.0000000 9.885228e-210 4.942614e-210
[31,] 1.0000000 1.056592e-208 5.282959e-209
[32,] 1.0000000 1.343139e-207 6.715696e-208
[33,] 1.0000000 8.297375e-209 4.148687e-209
[34,] 1.0000000 9.843247e-208 4.921624e-208
[35,] 1.0000000 5.968194e-209 2.984097e-209
[36,] 1.0000000 9.170939e-211 4.585469e-211
[37,] 1.0000000 2.128816e-211 1.064408e-211
[38,] 1.0000000 3.705808e-211 1.852904e-211
[39,] 1.0000000 2.046239e-210 1.023120e-210
[40,] 1.0000000 1.795819e-210 8.979097e-211
[41,] 1.0000000 3.739168e-213 1.869584e-213
[42,] 1.0000000 1.267412e-212 6.337059e-213
[43,] 1.0000000 3.295089e-228 1.647545e-228
[44,] 1.0000000 8.241627e-228 4.120814e-228
[45,] 1.0000000 2.322952e-228 1.161476e-228
[46,] 1.0000000 6.316416e-228 3.158208e-228
[47,] 1.0000000 1.897728e-228 9.488641e-229
[48,] 1.0000000 7.713447e-231 3.856724e-231
[49,] 1.0000000 4.513079e-230 2.256540e-230
[50,] 1.0000000 5.616974e-229 2.808487e-229
[51,] 1.0000000 5.726005e-228 2.863003e-228
[52,] 1.0000000 9.102973e-229 4.551486e-229
[53,] 1.0000000 2.044655e-229 1.022328e-229
[54,] 1.0000000 2.469689e-228 1.234844e-228
[55,] 1.0000000 2.850424e-228 1.425212e-228
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[388,] 0.9998051 3.898904e-04 1.949452e-04
[389,] 0.9995546 8.908873e-04 4.454437e-04
[390,] 0.9990332 1.933584e-03 9.667921e-04
[391,] 0.9979416 4.116871e-03 2.058436e-03
[392,] 0.9959447 8.110549e-03 4.055275e-03
[393,] 0.9917401 1.651980e-02 8.259898e-03
[394,] 0.9842827 3.143457e-02 1.571728e-02
[395,] 0.9704335 5.913295e-02 2.956648e-02
[396,] 0.9488664 1.022672e-01 5.113358e-02
[397,] 0.9131376 1.737249e-01 8.686243e-02
[398,] 0.8547770 2.904459e-01 1.452230e-01
[399,] 0.7701769 4.596462e-01 2.298231e-01
[400,] 0.7129986 5.740028e-01 2.870014e-01
[401,] 0.6378517 7.242966e-01 3.621483e-01
[402,] 0.4682705 9.365411e-01 5.317295e-01
> postscript(file="/var/www/html/rcomp/tmp/1az7x1291238251.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/2az7x1291238251.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/37udo1291238251.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/47udo1291238251.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/57udo1291238251.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
1202688.3386 3172545.5046 1133096.7828 -2144036.9440 -509575.0733
6 7 8 9 10
35706.2022 -16074.1885 214716.8100 -290492.1864 680406.2269
11 12 13 14 15
-302927.1207 419194.0834 756142.4335 -1176999.2271 -566.8229
16 17 18 19 20
497812.8595 -148044.4561 -18574.9495 -328920.3818 -305885.6780
21 22 23 24 25
127466.0206 -226132.3724 -96823.9273 -366049.8494 -280960.5917
26 27 28 29 30
-129385.3557 -422375.8014 -261297.3532 345345.4220 -59227.8182
31 32 33 34 35
197848.9616 -185044.7196 224034.9711 51085.7661 -175352.0480
36 37 38 39 40
-455784.8987 54377.6933 120173.4587 -103392.1370 -143786.6889
41 42 43 44 45
-93027.5885 -373514.7626 84322.2246 -170820.9230 -47954.3171
46 47 48 49 50
-153911.3229 -331602.1115 -145504.4093 -24097.3275 -148568.0330
51 52 53 54 55
42968.1651 -34788.0408 -287113.0986 122173.7788 -376366.9963
56 57 58 59 60
55160.5251 309067.7096 -33148.5023 16968.4754 -246366.1341
61 62 63 64 65
-320.8429 -195842.6888 -78575.1563 -157785.6712 -5519.5853
66 67 68 69 70
95345.3067 -26879.8535 -65800.2950 -25142.2954 -92868.2320
71 72 73 74 75
-135255.8559 -32751.7221 -91788.2361 20916.0966 -24622.0325
76 77 78 79 80
-174571.9717 -7211.3020 -48916.0363 57859.6544 -59249.9018
81 82 83 84 85
63771.0900 -27380.1604 -62573.0938 2719.0041 27876.3821
86 87 88 89 90
-129323.2192 74408.6865 -24358.2907 -102693.0440 6914.7435
91 92 93 94 95
-3826.8421 -78344.4843 173412.6297 -276266.6765 119287.5825
96 97 98 99 100
-34630.0049 63135.8330 32642.7185 -64209.4557 -84874.0074
101 102 103 104 105
-86849.0782 -97398.3420 -115747.4790 -57192.4299 68319.0395
106 107 108 109 110
-15798.6800 -279839.4436 41489.5500 -183931.3361 -155872.7844
111 112 113 114 115
129126.0188 -235237.3731 -173826.3385 -142842.4531 8489.1127
116 117 118 119 120
10368.8257 -11434.4363 40677.1924 -218381.1280 72685.8586
121 122 123 124 125
-254923.1483 -2388.6617 42193.5364 8433.4777 -51415.9923
126 127 128 129 130
-240620.1699 7946.4631 6464.7073 10800.2597 66541.0412
131 132 133 134 135
8651.6195 114642.7962 66842.3730 5238.9797 46581.6808
136 137 138 139 140
2090.6686 73094.6069 8498.1262 -15686.2687 8652.4881
141 142 143 144 145
14301.4064 67746.3684 -26514.4712 8958.0402 70249.6539
146 147 148 149 150
6606.9343 68248.5880 10050.8218 71061.3030 68486.0982
151 152 153 154 155
-23425.5486 -28055.7230 68851.2516 47143.7683 9358.5669
156 157 158 159 160
9521.4420 9575.7516 6279.9177 21203.0112 9738.6805
161 162 163 164 165
9792.9901 69755.2470 9901.6093 59016.2110 62436.3373
166 167 168 169 170
9123.8506 70257.4666 155373.9530 145483.5243 10281.7767
171 172 173 174 175
10336.0863 66867.1746 70860.1302 60819.4792 71061.0181
176 177 178 179 180
9854.0847 130538.1813 -17656.0817 10770.5632 10824.8728
181 182 183 184 185
79701.2776 4375.7828 -36116.8603 -11815.5372 -18720.4619
186 187 188 189 190
-9952.8570 -8528.7045 4711.5766 33914.1921 11367.9690
191 192 193 194 195
72176.1027 11476.5883 8087.3835 72969.4528 11518.6154
196 197 198 199 200
-14920.6968 -138215.7821 -14719.8089 -14619.3650 -105418.7295
201 202 203 204 205
-14418.4772 -14318.0332 -14217.5893 -875.8764 -66580.8503
206 207 208 209 210
-14436.7758 -20999.3332 -13715.3696 39774.0559 11082.5918
211 212 213 214 215
12508.4710 74777.4436 103381.3806 41241.1077 47385.8120
216 217 218 219 220
75179.2193 78769.9928 12386.6808 12942.9480 -18106.4357
221 222 223 224 225
50591.4489 75781.8829 13667.3006 68718.9105 13375.3124
226 227 228 229 230
11758.2653 14946.2409 76384.5465 60013.9316 13540.3538
231 232 233 234 235
48050.1221 65221.9744 76886.7661 -5061.2814 13811.9019
236 237 238 239 240
14180.1229 13920.5211 15155.3456 77489.4297 77589.8736
241 242 243 244 245
14137.7596 72556.3203 77891.2054 83278.5466 -6780.7057
246 247 248 249 250
-9898.5002 -9798.0563 6211.4032 -9597.1684 20040.4387
251 252 253 254 255
74049.9956 -9295.8367 59357.2259 -8686.4927 -114367.6048
256 257 258 259 260
14952.4039 9153.8273 15615.2141 -8592.7291 79598.7523
261 262 263 264 265
-8391.8413 -8291.3973 24809.0622 98416.7207 -7990.0655
266 267 268 269 270
80201.4158 20963.7022 110364.4605 -7588.2898 76312.9169
271 272 273 274 275
-7387.4020 -7286.9580 -7186.5141 10651.8093 15984.2866
276 277 278 279 280
88169.7199 16743.5726 81406.7430 -27775.6368 69575.6039
281 282 283 284 285
-6382.9626 16364.4539 115653.9337 16473.0732 13387.0201
286 287 288 289 290
16581.6924 -17287.7666 17963.8883 22158.5139 13957.9488
291 292 293 294 295
-5378.5233 26269.0006 87184.9981 17016.1694 77848.6884
296 297 298 299 300
22113.5626 17179.0982 22647.3004 83516.0656 17342.0271
301 302 303 304 305
-5728.8821 65808.0349 83917.8413 -4072.7522 50470.5292
306 307 308 309 310
20252.3777 -3771.4204 -9358.4781 16019.3353 -3470.0886
311 312 313 314 315
-3369.6447 89707.0213 -3168.7568 -1125.1519 19469.6004
316 317 318 319 320
35583.7699 18221.9239 -5892.9689 20103.7058 18428.2194
321 322 323 324 325
85725.8321 85826.2760 85926.7199 24059.3505 86127.6078
326 327 328 329 330
83645.6670 24222.2794 24276.5890 86529.3835 86629.8275
331 332 333 334 335
86730.2714 19079.9349 86931.1593 85599.6696 19801.5101
336 337 338 339 340
11906.5082 79779.9451 19405.7926 17285.4378 94511.4555
341 342 343 344 345
-7402.9330 19623.0311 19677.3407 88036.0425 9272.0756
346 347 348 349 350
19840.2695 8747.6109 19948.8888 88538.2622 -15919.4749
351 352 353 354 355
93794.9748 19543.4640 89604.1037 14085.1808 20329.0561
356 357 358 359 360
20383.3657 4043.7462 20491.9850 20546.2946 89643.1454
361 362 363 364 365
21818.4746 89844.0333 20763.5330 -48828.3631 93281.1117
366 367 368 369 370
90245.8090 90346.2529 21035.0811 90547.1408 21347.1698
371 372 373 374 375
90748.0286 106548.5153 17479.6850 69712.9930 91149.8044
376 377 378 379 380
91250.2483 88786.9267 15041.4565 -32126.1210 91652.0240
381 382 383 384 385
91752.4680 9379.6618 20078.7420 92053.7998 23762.5100
386 387 388 389 390
-56020.3034 33248.2374 66367.4622 20289.4857 80066.6404
391 392 393 394 395
88326.6132 -9370.0229 24881.2317 47676.5282 -127261.2095
396 397 398 399 400
55438.1603 -90723.2442 15241.9038 56145.8588 6196.4080
401 402 403 404 405
-29729.9904 17074.4440 -8347.6270 -55216.7249 -34824.1517
406 407 408 409 410
-8135.5549 69671.8731 62692.5337 80.2645 -28821.7896
411 412 413 414 415
59630.1649 -203599.9009 -58736.4226 24969.8120 -144971.3117
416 417 418 419 420
-130843.7348 173578.5398 -24833.9611 -55789.5242 -69698.6752
421 422 423 424 425
-78092.8118 -57559.4174 -549202.6231 -436696.4360 8014.5606
426 427 428 429 430
-213194.7524 -263286.4317 -1088064.0427 -262178.0292 -299943.0233
431
-617206.2531
> postscript(file="/var/www/html/rcomp/tmp/6i3ca1291238251.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 1202688.3386 NA
1 3172545.5046 1202688.3386
2 1133096.7828 3172545.5046
3 -2144036.9440 1133096.7828
4 -509575.0733 -2144036.9440
5 35706.2022 -509575.0733
6 -16074.1885 35706.2022
7 214716.8100 -16074.1885
8 -290492.1864 214716.8100
9 680406.2269 -290492.1864
10 -302927.1207 680406.2269
11 419194.0834 -302927.1207
12 756142.4335 419194.0834
13 -1176999.2271 756142.4335
14 -566.8229 -1176999.2271
15 497812.8595 -566.8229
16 -148044.4561 497812.8595
17 -18574.9495 -148044.4561
18 -328920.3818 -18574.9495
19 -305885.6780 -328920.3818
20 127466.0206 -305885.6780
21 -226132.3724 127466.0206
22 -96823.9273 -226132.3724
23 -366049.8494 -96823.9273
24 -280960.5917 -366049.8494
25 -129385.3557 -280960.5917
26 -422375.8014 -129385.3557
27 -261297.3532 -422375.8014
28 345345.4220 -261297.3532
29 -59227.8182 345345.4220
30 197848.9616 -59227.8182
31 -185044.7196 197848.9616
32 224034.9711 -185044.7196
33 51085.7661 224034.9711
34 -175352.0480 51085.7661
35 -455784.8987 -175352.0480
36 54377.6933 -455784.8987
37 120173.4587 54377.6933
38 -103392.1370 120173.4587
39 -143786.6889 -103392.1370
40 -93027.5885 -143786.6889
41 -373514.7626 -93027.5885
42 84322.2246 -373514.7626
43 -170820.9230 84322.2246
44 -47954.3171 -170820.9230
45 -153911.3229 -47954.3171
46 -331602.1115 -153911.3229
47 -145504.4093 -331602.1115
48 -24097.3275 -145504.4093
49 -148568.0330 -24097.3275
50 42968.1651 -148568.0330
51 -34788.0408 42968.1651
52 -287113.0986 -34788.0408
53 122173.7788 -287113.0986
54 -376366.9963 122173.7788
55 55160.5251 -376366.9963
56 309067.7096 55160.5251
57 -33148.5023 309067.7096
58 16968.4754 -33148.5023
59 -246366.1341 16968.4754
60 -320.8429 -246366.1341
61 -195842.6888 -320.8429
62 -78575.1563 -195842.6888
63 -157785.6712 -78575.1563
64 -5519.5853 -157785.6712
65 95345.3067 -5519.5853
66 -26879.8535 95345.3067
67 -65800.2950 -26879.8535
68 -25142.2954 -65800.2950
69 -92868.2320 -25142.2954
70 -135255.8559 -92868.2320
71 -32751.7221 -135255.8559
72 -91788.2361 -32751.7221
73 20916.0966 -91788.2361
74 -24622.0325 20916.0966
75 -174571.9717 -24622.0325
76 -7211.3020 -174571.9717
77 -48916.0363 -7211.3020
78 57859.6544 -48916.0363
79 -59249.9018 57859.6544
80 63771.0900 -59249.9018
81 -27380.1604 63771.0900
82 -62573.0938 -27380.1604
83 2719.0041 -62573.0938
84 27876.3821 2719.0041
85 -129323.2192 27876.3821
86 74408.6865 -129323.2192
87 -24358.2907 74408.6865
88 -102693.0440 -24358.2907
89 6914.7435 -102693.0440
90 -3826.8421 6914.7435
91 -78344.4843 -3826.8421
92 173412.6297 -78344.4843
93 -276266.6765 173412.6297
94 119287.5825 -276266.6765
95 -34630.0049 119287.5825
96 63135.8330 -34630.0049
97 32642.7185 63135.8330
98 -64209.4557 32642.7185
99 -84874.0074 -64209.4557
100 -86849.0782 -84874.0074
101 -97398.3420 -86849.0782
102 -115747.4790 -97398.3420
103 -57192.4299 -115747.4790
104 68319.0395 -57192.4299
105 -15798.6800 68319.0395
106 -279839.4436 -15798.6800
107 41489.5500 -279839.4436
108 -183931.3361 41489.5500
109 -155872.7844 -183931.3361
110 129126.0188 -155872.7844
111 -235237.3731 129126.0188
112 -173826.3385 -235237.3731
113 -142842.4531 -173826.3385
114 8489.1127 -142842.4531
115 10368.8257 8489.1127
116 -11434.4363 10368.8257
117 40677.1924 -11434.4363
118 -218381.1280 40677.1924
119 72685.8586 -218381.1280
120 -254923.1483 72685.8586
121 -2388.6617 -254923.1483
122 42193.5364 -2388.6617
123 8433.4777 42193.5364
124 -51415.9923 8433.4777
125 -240620.1699 -51415.9923
126 7946.4631 -240620.1699
127 6464.7073 7946.4631
128 10800.2597 6464.7073
129 66541.0412 10800.2597
130 8651.6195 66541.0412
131 114642.7962 8651.6195
132 66842.3730 114642.7962
133 5238.9797 66842.3730
134 46581.6808 5238.9797
135 2090.6686 46581.6808
136 73094.6069 2090.6686
137 8498.1262 73094.6069
138 -15686.2687 8498.1262
139 8652.4881 -15686.2687
140 14301.4064 8652.4881
141 67746.3684 14301.4064
142 -26514.4712 67746.3684
143 8958.0402 -26514.4712
144 70249.6539 8958.0402
145 6606.9343 70249.6539
146 68248.5880 6606.9343
147 10050.8218 68248.5880
148 71061.3030 10050.8218
149 68486.0982 71061.3030
150 -23425.5486 68486.0982
151 -28055.7230 -23425.5486
152 68851.2516 -28055.7230
153 47143.7683 68851.2516
154 9358.5669 47143.7683
155 9521.4420 9358.5669
156 9575.7516 9521.4420
157 6279.9177 9575.7516
158 21203.0112 6279.9177
159 9738.6805 21203.0112
160 9792.9901 9738.6805
161 69755.2470 9792.9901
162 9901.6093 69755.2470
163 59016.2110 9901.6093
164 62436.3373 59016.2110
165 9123.8506 62436.3373
166 70257.4666 9123.8506
167 155373.9530 70257.4666
168 145483.5243 155373.9530
169 10281.7767 145483.5243
170 10336.0863 10281.7767
171 66867.1746 10336.0863
172 70860.1302 66867.1746
173 60819.4792 70860.1302
174 71061.0181 60819.4792
175 9854.0847 71061.0181
176 130538.1813 9854.0847
177 -17656.0817 130538.1813
178 10770.5632 -17656.0817
179 10824.8728 10770.5632
180 79701.2776 10824.8728
181 4375.7828 79701.2776
182 -36116.8603 4375.7828
183 -11815.5372 -36116.8603
184 -18720.4619 -11815.5372
185 -9952.8570 -18720.4619
186 -8528.7045 -9952.8570
187 4711.5766 -8528.7045
188 33914.1921 4711.5766
189 11367.9690 33914.1921
190 72176.1027 11367.9690
191 11476.5883 72176.1027
192 8087.3835 11476.5883
193 72969.4528 8087.3835
194 11518.6154 72969.4528
195 -14920.6968 11518.6154
196 -138215.7821 -14920.6968
197 -14719.8089 -138215.7821
198 -14619.3650 -14719.8089
199 -105418.7295 -14619.3650
200 -14418.4772 -105418.7295
201 -14318.0332 -14418.4772
202 -14217.5893 -14318.0332
203 -875.8764 -14217.5893
204 -66580.8503 -875.8764
205 -14436.7758 -66580.8503
206 -20999.3332 -14436.7758
207 -13715.3696 -20999.3332
208 39774.0559 -13715.3696
209 11082.5918 39774.0559
210 12508.4710 11082.5918
211 74777.4436 12508.4710
212 103381.3806 74777.4436
213 41241.1077 103381.3806
214 47385.8120 41241.1077
215 75179.2193 47385.8120
216 78769.9928 75179.2193
217 12386.6808 78769.9928
218 12942.9480 12386.6808
219 -18106.4357 12942.9480
220 50591.4489 -18106.4357
221 75781.8829 50591.4489
222 13667.3006 75781.8829
223 68718.9105 13667.3006
224 13375.3124 68718.9105
225 11758.2653 13375.3124
226 14946.2409 11758.2653
227 76384.5465 14946.2409
228 60013.9316 76384.5465
229 13540.3538 60013.9316
230 48050.1221 13540.3538
231 65221.9744 48050.1221
232 76886.7661 65221.9744
233 -5061.2814 76886.7661
234 13811.9019 -5061.2814
235 14180.1229 13811.9019
236 13920.5211 14180.1229
237 15155.3456 13920.5211
238 77489.4297 15155.3456
239 77589.8736 77489.4297
240 14137.7596 77589.8736
241 72556.3203 14137.7596
242 77891.2054 72556.3203
243 83278.5466 77891.2054
244 -6780.7057 83278.5466
245 -9898.5002 -6780.7057
246 -9798.0563 -9898.5002
247 6211.4032 -9798.0563
248 -9597.1684 6211.4032
249 20040.4387 -9597.1684
250 74049.9956 20040.4387
251 -9295.8367 74049.9956
252 59357.2259 -9295.8367
253 -8686.4927 59357.2259
254 -114367.6048 -8686.4927
255 14952.4039 -114367.6048
256 9153.8273 14952.4039
257 15615.2141 9153.8273
258 -8592.7291 15615.2141
259 79598.7523 -8592.7291
260 -8391.8413 79598.7523
261 -8291.3973 -8391.8413
262 24809.0622 -8291.3973
263 98416.7207 24809.0622
264 -7990.0655 98416.7207
265 80201.4158 -7990.0655
266 20963.7022 80201.4158
267 110364.4605 20963.7022
268 -7588.2898 110364.4605
269 76312.9169 -7588.2898
270 -7387.4020 76312.9169
271 -7286.9580 -7387.4020
272 -7186.5141 -7286.9580
273 10651.8093 -7186.5141
274 15984.2866 10651.8093
275 88169.7199 15984.2866
276 16743.5726 88169.7199
277 81406.7430 16743.5726
278 -27775.6368 81406.7430
279 69575.6039 -27775.6368
280 -6382.9626 69575.6039
281 16364.4539 -6382.9626
282 115653.9337 16364.4539
283 16473.0732 115653.9337
284 13387.0201 16473.0732
285 16581.6924 13387.0201
286 -17287.7666 16581.6924
287 17963.8883 -17287.7666
288 22158.5139 17963.8883
289 13957.9488 22158.5139
290 -5378.5233 13957.9488
291 26269.0006 -5378.5233
292 87184.9981 26269.0006
293 17016.1694 87184.9981
294 77848.6884 17016.1694
295 22113.5626 77848.6884
296 17179.0982 22113.5626
297 22647.3004 17179.0982
298 83516.0656 22647.3004
299 17342.0271 83516.0656
300 -5728.8821 17342.0271
301 65808.0349 -5728.8821
302 83917.8413 65808.0349
303 -4072.7522 83917.8413
304 50470.5292 -4072.7522
305 20252.3777 50470.5292
306 -3771.4204 20252.3777
307 -9358.4781 -3771.4204
308 16019.3353 -9358.4781
309 -3470.0886 16019.3353
310 -3369.6447 -3470.0886
311 89707.0213 -3369.6447
312 -3168.7568 89707.0213
313 -1125.1519 -3168.7568
314 19469.6004 -1125.1519
315 35583.7699 19469.6004
316 18221.9239 35583.7699
317 -5892.9689 18221.9239
318 20103.7058 -5892.9689
319 18428.2194 20103.7058
320 85725.8321 18428.2194
321 85826.2760 85725.8321
322 85926.7199 85826.2760
323 24059.3505 85926.7199
324 86127.6078 24059.3505
325 83645.6670 86127.6078
326 24222.2794 83645.6670
327 24276.5890 24222.2794
328 86529.3835 24276.5890
329 86629.8275 86529.3835
330 86730.2714 86629.8275
331 19079.9349 86730.2714
332 86931.1593 19079.9349
333 85599.6696 86931.1593
334 19801.5101 85599.6696
335 11906.5082 19801.5101
336 79779.9451 11906.5082
337 19405.7926 79779.9451
338 17285.4378 19405.7926
339 94511.4555 17285.4378
340 -7402.9330 94511.4555
341 19623.0311 -7402.9330
342 19677.3407 19623.0311
343 88036.0425 19677.3407
344 9272.0756 88036.0425
345 19840.2695 9272.0756
346 8747.6109 19840.2695
347 19948.8888 8747.6109
348 88538.2622 19948.8888
349 -15919.4749 88538.2622
350 93794.9748 -15919.4749
351 19543.4640 93794.9748
352 89604.1037 19543.4640
353 14085.1808 89604.1037
354 20329.0561 14085.1808
355 20383.3657 20329.0561
356 4043.7462 20383.3657
357 20491.9850 4043.7462
358 20546.2946 20491.9850
359 89643.1454 20546.2946
360 21818.4746 89643.1454
361 89844.0333 21818.4746
362 20763.5330 89844.0333
363 -48828.3631 20763.5330
364 93281.1117 -48828.3631
365 90245.8090 93281.1117
366 90346.2529 90245.8090
367 21035.0811 90346.2529
368 90547.1408 21035.0811
369 21347.1698 90547.1408
370 90748.0286 21347.1698
371 106548.5153 90748.0286
372 17479.6850 106548.5153
373 69712.9930 17479.6850
374 91149.8044 69712.9930
375 91250.2483 91149.8044
376 88786.9267 91250.2483
377 15041.4565 88786.9267
378 -32126.1210 15041.4565
379 91652.0240 -32126.1210
380 91752.4680 91652.0240
381 9379.6618 91752.4680
382 20078.7420 9379.6618
383 92053.7998 20078.7420
384 23762.5100 92053.7998
385 -56020.3034 23762.5100
386 33248.2374 -56020.3034
387 66367.4622 33248.2374
388 20289.4857 66367.4622
389 80066.6404 20289.4857
390 88326.6132 80066.6404
391 -9370.0229 88326.6132
392 24881.2317 -9370.0229
393 47676.5282 24881.2317
394 -127261.2095 47676.5282
395 55438.1603 -127261.2095
396 -90723.2442 55438.1603
397 15241.9038 -90723.2442
398 56145.8588 15241.9038
399 6196.4080 56145.8588
400 -29729.9904 6196.4080
401 17074.4440 -29729.9904
402 -8347.6270 17074.4440
403 -55216.7249 -8347.6270
404 -34824.1517 -55216.7249
405 -8135.5549 -34824.1517
406 69671.8731 -8135.5549
407 62692.5337 69671.8731
408 80.2645 62692.5337
409 -28821.7896 80.2645
410 59630.1649 -28821.7896
411 -203599.9009 59630.1649
412 -58736.4226 -203599.9009
413 24969.8120 -58736.4226
414 -144971.3117 24969.8120
415 -130843.7348 -144971.3117
416 173578.5398 -130843.7348
417 -24833.9611 173578.5398
418 -55789.5242 -24833.9611
419 -69698.6752 -55789.5242
420 -78092.8118 -69698.6752
421 -57559.4174 -78092.8118
422 -549202.6231 -57559.4174
423 -436696.4360 -549202.6231
424 8014.5606 -436696.4360
425 -213194.7524 8014.5606
426 -263286.4317 -213194.7524
427 -1088064.0427 -263286.4317
428 -262178.0292 -1088064.0427
429 -299943.0233 -262178.0292
430 -617206.2531 -299943.0233
431 NA -617206.2531
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] 3172545.5046 1202688.3386
[2,] 1133096.7828 3172545.5046
[3,] -2144036.9440 1133096.7828
[4,] -509575.0733 -2144036.9440
[5,] 35706.2022 -509575.0733
[6,] -16074.1885 35706.2022
[7,] 214716.8100 -16074.1885
[8,] -290492.1864 214716.8100
[9,] 680406.2269 -290492.1864
[10,] -302927.1207 680406.2269
[11,] 419194.0834 -302927.1207
[12,] 756142.4335 419194.0834
[13,] -1176999.2271 756142.4335
[14,] -566.8229 -1176999.2271
[15,] 497812.8595 -566.8229
[16,] -148044.4561 497812.8595
[17,] -18574.9495 -148044.4561
[18,] -328920.3818 -18574.9495
[19,] -305885.6780 -328920.3818
[20,] 127466.0206 -305885.6780
[21,] -226132.3724 127466.0206
[22,] -96823.9273 -226132.3724
[23,] -366049.8494 -96823.9273
[24,] -280960.5917 -366049.8494
[25,] -129385.3557 -280960.5917
[26,] -422375.8014 -129385.3557
[27,] -261297.3532 -422375.8014
[28,] 345345.4220 -261297.3532
[29,] -59227.8182 345345.4220
[30,] 197848.9616 -59227.8182
[31,] -185044.7196 197848.9616
[32,] 224034.9711 -185044.7196
[33,] 51085.7661 224034.9711
[34,] -175352.0480 51085.7661
[35,] -455784.8987 -175352.0480
[36,] 54377.6933 -455784.8987
[37,] 120173.4587 54377.6933
[38,] -103392.1370 120173.4587
[39,] -143786.6889 -103392.1370
[40,] -93027.5885 -143786.6889
[41,] -373514.7626 -93027.5885
[42,] 84322.2246 -373514.7626
[43,] -170820.9230 84322.2246
[44,] -47954.3171 -170820.9230
[45,] -153911.3229 -47954.3171
[46,] -331602.1115 -153911.3229
[47,] -145504.4093 -331602.1115
[48,] -24097.3275 -145504.4093
[49,] -148568.0330 -24097.3275
[50,] 42968.1651 -148568.0330
[51,] -34788.0408 42968.1651
[52,] -287113.0986 -34788.0408
[53,] 122173.7788 -287113.0986
[54,] -376366.9963 122173.7788
[55,] 55160.5251 -376366.9963
[56,] 309067.7096 55160.5251
[57,] -33148.5023 309067.7096
[58,] 16968.4754 -33148.5023
[59,] -246366.1341 16968.4754
[60,] -320.8429 -246366.1341
[61,] -195842.6888 -320.8429
[62,] -78575.1563 -195842.6888
[63,] -157785.6712 -78575.1563
[64,] -5519.5853 -157785.6712
[65,] 95345.3067 -5519.5853
[66,] -26879.8535 95345.3067
[67,] -65800.2950 -26879.8535
[68,] -25142.2954 -65800.2950
[69,] -92868.2320 -25142.2954
[70,] -135255.8559 -92868.2320
[71,] -32751.7221 -135255.8559
[72,] -91788.2361 -32751.7221
[73,] 20916.0966 -91788.2361
[74,] -24622.0325 20916.0966
[75,] -174571.9717 -24622.0325
[76,] -7211.3020 -174571.9717
[77,] -48916.0363 -7211.3020
[78,] 57859.6544 -48916.0363
[79,] -59249.9018 57859.6544
[80,] 63771.0900 -59249.9018
[81,] -27380.1604 63771.0900
[82,] -62573.0938 -27380.1604
[83,] 2719.0041 -62573.0938
[84,] 27876.3821 2719.0041
[85,] -129323.2192 27876.3821
[86,] 74408.6865 -129323.2192
[87,] -24358.2907 74408.6865
[88,] -102693.0440 -24358.2907
[89,] 6914.7435 -102693.0440
[90,] -3826.8421 6914.7435
[91,] -78344.4843 -3826.8421
[92,] 173412.6297 -78344.4843
[93,] -276266.6765 173412.6297
[94,] 119287.5825 -276266.6765
[95,] -34630.0049 119287.5825
[96,] 63135.8330 -34630.0049
[97,] 32642.7185 63135.8330
[98,] -64209.4557 32642.7185
[99,] -84874.0074 -64209.4557
[100,] -86849.0782 -84874.0074
[101,] -97398.3420 -86849.0782
[102,] -115747.4790 -97398.3420
[103,] -57192.4299 -115747.4790
[104,] 68319.0395 -57192.4299
[105,] -15798.6800 68319.0395
[106,] -279839.4436 -15798.6800
[107,] 41489.5500 -279839.4436
[108,] -183931.3361 41489.5500
[109,] -155872.7844 -183931.3361
[110,] 129126.0188 -155872.7844
[111,] -235237.3731 129126.0188
[112,] -173826.3385 -235237.3731
[113,] -142842.4531 -173826.3385
[114,] 8489.1127 -142842.4531
[115,] 10368.8257 8489.1127
[116,] -11434.4363 10368.8257
[117,] 40677.1924 -11434.4363
[118,] -218381.1280 40677.1924
[119,] 72685.8586 -218381.1280
[120,] -254923.1483 72685.8586
[121,] -2388.6617 -254923.1483
[122,] 42193.5364 -2388.6617
[123,] 8433.4777 42193.5364
[124,] -51415.9923 8433.4777
[125,] -240620.1699 -51415.9923
[126,] 7946.4631 -240620.1699
[127,] 6464.7073 7946.4631
[128,] 10800.2597 6464.7073
[129,] 66541.0412 10800.2597
[130,] 8651.6195 66541.0412
[131,] 114642.7962 8651.6195
[132,] 66842.3730 114642.7962
[133,] 5238.9797 66842.3730
[134,] 46581.6808 5238.9797
[135,] 2090.6686 46581.6808
[136,] 73094.6069 2090.6686
[137,] 8498.1262 73094.6069
[138,] -15686.2687 8498.1262
[139,] 8652.4881 -15686.2687
[140,] 14301.4064 8652.4881
[141,] 67746.3684 14301.4064
[142,] -26514.4712 67746.3684
[143,] 8958.0402 -26514.4712
[144,] 70249.6539 8958.0402
[145,] 6606.9343 70249.6539
[146,] 68248.5880 6606.9343
[147,] 10050.8218 68248.5880
[148,] 71061.3030 10050.8218
[149,] 68486.0982 71061.3030
[150,] -23425.5486 68486.0982
[151,] -28055.7230 -23425.5486
[152,] 68851.2516 -28055.7230
[153,] 47143.7683 68851.2516
[154,] 9358.5669 47143.7683
[155,] 9521.4420 9358.5669
[156,] 9575.7516 9521.4420
[157,] 6279.9177 9575.7516
[158,] 21203.0112 6279.9177
[159,] 9738.6805 21203.0112
[160,] 9792.9901 9738.6805
[161,] 69755.2470 9792.9901
[162,] 9901.6093 69755.2470
[163,] 59016.2110 9901.6093
[164,] 62436.3373 59016.2110
[165,] 9123.8506 62436.3373
[166,] 70257.4666 9123.8506
[167,] 155373.9530 70257.4666
[168,] 145483.5243 155373.9530
[169,] 10281.7767 145483.5243
[170,] 10336.0863 10281.7767
[171,] 66867.1746 10336.0863
[172,] 70860.1302 66867.1746
[173,] 60819.4792 70860.1302
[174,] 71061.0181 60819.4792
[175,] 9854.0847 71061.0181
[176,] 130538.1813 9854.0847
[177,] -17656.0817 130538.1813
[178,] 10770.5632 -17656.0817
[179,] 10824.8728 10770.5632
[180,] 79701.2776 10824.8728
[181,] 4375.7828 79701.2776
[182,] -36116.8603 4375.7828
[183,] -11815.5372 -36116.8603
[184,] -18720.4619 -11815.5372
[185,] -9952.8570 -18720.4619
[186,] -8528.7045 -9952.8570
[187,] 4711.5766 -8528.7045
[188,] 33914.1921 4711.5766
[189,] 11367.9690 33914.1921
[190,] 72176.1027 11367.9690
[191,] 11476.5883 72176.1027
[192,] 8087.3835 11476.5883
[193,] 72969.4528 8087.3835
[194,] 11518.6154 72969.4528
[195,] -14920.6968 11518.6154
[196,] -138215.7821 -14920.6968
[197,] -14719.8089 -138215.7821
[198,] -14619.3650 -14719.8089
[199,] -105418.7295 -14619.3650
[200,] -14418.4772 -105418.7295
[201,] -14318.0332 -14418.4772
[202,] -14217.5893 -14318.0332
[203,] -875.8764 -14217.5893
[204,] -66580.8503 -875.8764
[205,] -14436.7758 -66580.8503
[206,] -20999.3332 -14436.7758
[207,] -13715.3696 -20999.3332
[208,] 39774.0559 -13715.3696
[209,] 11082.5918 39774.0559
[210,] 12508.4710 11082.5918
[211,] 74777.4436 12508.4710
[212,] 103381.3806 74777.4436
[213,] 41241.1077 103381.3806
[214,] 47385.8120 41241.1077
[215,] 75179.2193 47385.8120
[216,] 78769.9928 75179.2193
[217,] 12386.6808 78769.9928
[218,] 12942.9480 12386.6808
[219,] -18106.4357 12942.9480
[220,] 50591.4489 -18106.4357
[221,] 75781.8829 50591.4489
[222,] 13667.3006 75781.8829
[223,] 68718.9105 13667.3006
[224,] 13375.3124 68718.9105
[225,] 11758.2653 13375.3124
[226,] 14946.2409 11758.2653
[227,] 76384.5465 14946.2409
[228,] 60013.9316 76384.5465
[229,] 13540.3538 60013.9316
[230,] 48050.1221 13540.3538
[231,] 65221.9744 48050.1221
[232,] 76886.7661 65221.9744
[233,] -5061.2814 76886.7661
[234,] 13811.9019 -5061.2814
[235,] 14180.1229 13811.9019
[236,] 13920.5211 14180.1229
[237,] 15155.3456 13920.5211
[238,] 77489.4297 15155.3456
[239,] 77589.8736 77489.4297
[240,] 14137.7596 77589.8736
[241,] 72556.3203 14137.7596
[242,] 77891.2054 72556.3203
[243,] 83278.5466 77891.2054
[244,] -6780.7057 83278.5466
[245,] -9898.5002 -6780.7057
[246,] -9798.0563 -9898.5002
[247,] 6211.4032 -9798.0563
[248,] -9597.1684 6211.4032
[249,] 20040.4387 -9597.1684
[250,] 74049.9956 20040.4387
[251,] -9295.8367 74049.9956
[252,] 59357.2259 -9295.8367
[253,] -8686.4927 59357.2259
[254,] -114367.6048 -8686.4927
[255,] 14952.4039 -114367.6048
[256,] 9153.8273 14952.4039
[257,] 15615.2141 9153.8273
[258,] -8592.7291 15615.2141
[259,] 79598.7523 -8592.7291
[260,] -8391.8413 79598.7523
[261,] -8291.3973 -8391.8413
[262,] 24809.0622 -8291.3973
[263,] 98416.7207 24809.0622
[264,] -7990.0655 98416.7207
[265,] 80201.4158 -7990.0655
[266,] 20963.7022 80201.4158
[267,] 110364.4605 20963.7022
[268,] -7588.2898 110364.4605
[269,] 76312.9169 -7588.2898
[270,] -7387.4020 76312.9169
[271,] -7286.9580 -7387.4020
[272,] -7186.5141 -7286.9580
[273,] 10651.8093 -7186.5141
[274,] 15984.2866 10651.8093
[275,] 88169.7199 15984.2866
[276,] 16743.5726 88169.7199
[277,] 81406.7430 16743.5726
[278,] -27775.6368 81406.7430
[279,] 69575.6039 -27775.6368
[280,] -6382.9626 69575.6039
[281,] 16364.4539 -6382.9626
[282,] 115653.9337 16364.4539
[283,] 16473.0732 115653.9337
[284,] 13387.0201 16473.0732
[285,] 16581.6924 13387.0201
[286,] -17287.7666 16581.6924
[287,] 17963.8883 -17287.7666
[288,] 22158.5139 17963.8883
[289,] 13957.9488 22158.5139
[290,] -5378.5233 13957.9488
[291,] 26269.0006 -5378.5233
[292,] 87184.9981 26269.0006
[293,] 17016.1694 87184.9981
[294,] 77848.6884 17016.1694
[295,] 22113.5626 77848.6884
[296,] 17179.0982 22113.5626
[297,] 22647.3004 17179.0982
[298,] 83516.0656 22647.3004
[299,] 17342.0271 83516.0656
[300,] -5728.8821 17342.0271
[301,] 65808.0349 -5728.8821
[302,] 83917.8413 65808.0349
[303,] -4072.7522 83917.8413
[304,] 50470.5292 -4072.7522
[305,] 20252.3777 50470.5292
[306,] -3771.4204 20252.3777
[307,] -9358.4781 -3771.4204
[308,] 16019.3353 -9358.4781
[309,] -3470.0886 16019.3353
[310,] -3369.6447 -3470.0886
[311,] 89707.0213 -3369.6447
[312,] -3168.7568 89707.0213
[313,] -1125.1519 -3168.7568
[314,] 19469.6004 -1125.1519
[315,] 35583.7699 19469.6004
[316,] 18221.9239 35583.7699
[317,] -5892.9689 18221.9239
[318,] 20103.7058 -5892.9689
[319,] 18428.2194 20103.7058
[320,] 85725.8321 18428.2194
[321,] 85826.2760 85725.8321
[322,] 85926.7199 85826.2760
[323,] 24059.3505 85926.7199
[324,] 86127.6078 24059.3505
[325,] 83645.6670 86127.6078
[326,] 24222.2794 83645.6670
[327,] 24276.5890 24222.2794
[328,] 86529.3835 24276.5890
[329,] 86629.8275 86529.3835
[330,] 86730.2714 86629.8275
[331,] 19079.9349 86730.2714
[332,] 86931.1593 19079.9349
[333,] 85599.6696 86931.1593
[334,] 19801.5101 85599.6696
[335,] 11906.5082 19801.5101
[336,] 79779.9451 11906.5082
[337,] 19405.7926 79779.9451
[338,] 17285.4378 19405.7926
[339,] 94511.4555 17285.4378
[340,] -7402.9330 94511.4555
[341,] 19623.0311 -7402.9330
[342,] 19677.3407 19623.0311
[343,] 88036.0425 19677.3407
[344,] 9272.0756 88036.0425
[345,] 19840.2695 9272.0756
[346,] 8747.6109 19840.2695
[347,] 19948.8888 8747.6109
[348,] 88538.2622 19948.8888
[349,] -15919.4749 88538.2622
[350,] 93794.9748 -15919.4749
[351,] 19543.4640 93794.9748
[352,] 89604.1037 19543.4640
[353,] 14085.1808 89604.1037
[354,] 20329.0561 14085.1808
[355,] 20383.3657 20329.0561
[356,] 4043.7462 20383.3657
[357,] 20491.9850 4043.7462
[358,] 20546.2946 20491.9850
[359,] 89643.1454 20546.2946
[360,] 21818.4746 89643.1454
[361,] 89844.0333 21818.4746
[362,] 20763.5330 89844.0333
[363,] -48828.3631 20763.5330
[364,] 93281.1117 -48828.3631
[365,] 90245.8090 93281.1117
[366,] 90346.2529 90245.8090
[367,] 21035.0811 90346.2529
[368,] 90547.1408 21035.0811
[369,] 21347.1698 90547.1408
[370,] 90748.0286 21347.1698
[371,] 106548.5153 90748.0286
[372,] 17479.6850 106548.5153
[373,] 69712.9930 17479.6850
[374,] 91149.8044 69712.9930
[375,] 91250.2483 91149.8044
[376,] 88786.9267 91250.2483
[377,] 15041.4565 88786.9267
[378,] -32126.1210 15041.4565
[379,] 91652.0240 -32126.1210
[380,] 91752.4680 91652.0240
[381,] 9379.6618 91752.4680
[382,] 20078.7420 9379.6618
[383,] 92053.7998 20078.7420
[384,] 23762.5100 92053.7998
[385,] -56020.3034 23762.5100
[386,] 33248.2374 -56020.3034
[387,] 66367.4622 33248.2374
[388,] 20289.4857 66367.4622
[389,] 80066.6404 20289.4857
[390,] 88326.6132 80066.6404
[391,] -9370.0229 88326.6132
[392,] 24881.2317 -9370.0229
[393,] 47676.5282 24881.2317
[394,] -127261.2095 47676.5282
[395,] 55438.1603 -127261.2095
[396,] -90723.2442 55438.1603
[397,] 15241.9038 -90723.2442
[398,] 56145.8588 15241.9038
[399,] 6196.4080 56145.8588
[400,] -29729.9904 6196.4080
[401,] 17074.4440 -29729.9904
[402,] -8347.6270 17074.4440
[403,] -55216.7249 -8347.6270
[404,] -34824.1517 -55216.7249
[405,] -8135.5549 -34824.1517
[406,] 69671.8731 -8135.5549
[407,] 62692.5337 69671.8731
[408,] 80.2645 62692.5337
[409,] -28821.7896 80.2645
[410,] 59630.1649 -28821.7896
[411,] -203599.9009 59630.1649
[412,] -58736.4226 -203599.9009
[413,] 24969.8120 -58736.4226
[414,] -144971.3117 24969.8120
[415,] -130843.7348 -144971.3117
[416,] 173578.5398 -130843.7348
[417,] -24833.9611 173578.5398
[418,] -55789.5242 -24833.9611
[419,] -69698.6752 -55789.5242
[420,] -78092.8118 -69698.6752
[421,] -57559.4174 -78092.8118
[422,] -549202.6231 -57559.4174
[423,] -436696.4360 -549202.6231
[424,] 8014.5606 -436696.4360
[425,] -213194.7524 8014.5606
[426,] -263286.4317 -213194.7524
[427,] -1088064.0427 -263286.4317
[428,] -262178.0292 -1088064.0427
[429,] -299943.0233 -262178.0292
[430,] -617206.2531 -299943.0233
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 3172545.5046 1202688.3386
2 1133096.7828 3172545.5046
3 -2144036.9440 1133096.7828
4 -509575.0733 -2144036.9440
5 35706.2022 -509575.0733
6 -16074.1885 35706.2022
7 214716.8100 -16074.1885
8 -290492.1864 214716.8100
9 680406.2269 -290492.1864
10 -302927.1207 680406.2269
11 419194.0834 -302927.1207
12 756142.4335 419194.0834
13 -1176999.2271 756142.4335
14 -566.8229 -1176999.2271
15 497812.8595 -566.8229
16 -148044.4561 497812.8595
17 -18574.9495 -148044.4561
18 -328920.3818 -18574.9495
19 -305885.6780 -328920.3818
20 127466.0206 -305885.6780
21 -226132.3724 127466.0206
22 -96823.9273 -226132.3724
23 -366049.8494 -96823.9273
24 -280960.5917 -366049.8494
25 -129385.3557 -280960.5917
26 -422375.8014 -129385.3557
27 -261297.3532 -422375.8014
28 345345.4220 -261297.3532
29 -59227.8182 345345.4220
30 197848.9616 -59227.8182
31 -185044.7196 197848.9616
32 224034.9711 -185044.7196
33 51085.7661 224034.9711
34 -175352.0480 51085.7661
35 -455784.8987 -175352.0480
36 54377.6933 -455784.8987
37 120173.4587 54377.6933
38 -103392.1370 120173.4587
39 -143786.6889 -103392.1370
40 -93027.5885 -143786.6889
41 -373514.7626 -93027.5885
42 84322.2246 -373514.7626
43 -170820.9230 84322.2246
44 -47954.3171 -170820.9230
45 -153911.3229 -47954.3171
46 -331602.1115 -153911.3229
47 -145504.4093 -331602.1115
48 -24097.3275 -145504.4093
49 -148568.0330 -24097.3275
50 42968.1651 -148568.0330
51 -34788.0408 42968.1651
52 -287113.0986 -34788.0408
53 122173.7788 -287113.0986
54 -376366.9963 122173.7788
55 55160.5251 -376366.9963
56 309067.7096 55160.5251
57 -33148.5023 309067.7096
58 16968.4754 -33148.5023
59 -246366.1341 16968.4754
60 -320.8429 -246366.1341
61 -195842.6888 -320.8429
62 -78575.1563 -195842.6888
63 -157785.6712 -78575.1563
64 -5519.5853 -157785.6712
65 95345.3067 -5519.5853
66 -26879.8535 95345.3067
67 -65800.2950 -26879.8535
68 -25142.2954 -65800.2950
69 -92868.2320 -25142.2954
70 -135255.8559 -92868.2320
71 -32751.7221 -135255.8559
72 -91788.2361 -32751.7221
73 20916.0966 -91788.2361
74 -24622.0325 20916.0966
75 -174571.9717 -24622.0325
76 -7211.3020 -174571.9717
77 -48916.0363 -7211.3020
78 57859.6544 -48916.0363
79 -59249.9018 57859.6544
80 63771.0900 -59249.9018
81 -27380.1604 63771.0900
82 -62573.0938 -27380.1604
83 2719.0041 -62573.0938
84 27876.3821 2719.0041
85 -129323.2192 27876.3821
86 74408.6865 -129323.2192
87 -24358.2907 74408.6865
88 -102693.0440 -24358.2907
89 6914.7435 -102693.0440
90 -3826.8421 6914.7435
91 -78344.4843 -3826.8421
92 173412.6297 -78344.4843
93 -276266.6765 173412.6297
94 119287.5825 -276266.6765
95 -34630.0049 119287.5825
96 63135.8330 -34630.0049
97 32642.7185 63135.8330
98 -64209.4557 32642.7185
99 -84874.0074 -64209.4557
100 -86849.0782 -84874.0074
101 -97398.3420 -86849.0782
102 -115747.4790 -97398.3420
103 -57192.4299 -115747.4790
104 68319.0395 -57192.4299
105 -15798.6800 68319.0395
106 -279839.4436 -15798.6800
107 41489.5500 -279839.4436
108 -183931.3361 41489.5500
109 -155872.7844 -183931.3361
110 129126.0188 -155872.7844
111 -235237.3731 129126.0188
112 -173826.3385 -235237.3731
113 -142842.4531 -173826.3385
114 8489.1127 -142842.4531
115 10368.8257 8489.1127
116 -11434.4363 10368.8257
117 40677.1924 -11434.4363
118 -218381.1280 40677.1924
119 72685.8586 -218381.1280
120 -254923.1483 72685.8586
121 -2388.6617 -254923.1483
122 42193.5364 -2388.6617
123 8433.4777 42193.5364
124 -51415.9923 8433.4777
125 -240620.1699 -51415.9923
126 7946.4631 -240620.1699
127 6464.7073 7946.4631
128 10800.2597 6464.7073
129 66541.0412 10800.2597
130 8651.6195 66541.0412
131 114642.7962 8651.6195
132 66842.3730 114642.7962
133 5238.9797 66842.3730
134 46581.6808 5238.9797
135 2090.6686 46581.6808
136 73094.6069 2090.6686
137 8498.1262 73094.6069
138 -15686.2687 8498.1262
139 8652.4881 -15686.2687
140 14301.4064 8652.4881
141 67746.3684 14301.4064
142 -26514.4712 67746.3684
143 8958.0402 -26514.4712
144 70249.6539 8958.0402
145 6606.9343 70249.6539
146 68248.5880 6606.9343
147 10050.8218 68248.5880
148 71061.3030 10050.8218
149 68486.0982 71061.3030
150 -23425.5486 68486.0982
151 -28055.7230 -23425.5486
152 68851.2516 -28055.7230
153 47143.7683 68851.2516
154 9358.5669 47143.7683
155 9521.4420 9358.5669
156 9575.7516 9521.4420
157 6279.9177 9575.7516
158 21203.0112 6279.9177
159 9738.6805 21203.0112
160 9792.9901 9738.6805
161 69755.2470 9792.9901
162 9901.6093 69755.2470
163 59016.2110 9901.6093
164 62436.3373 59016.2110
165 9123.8506 62436.3373
166 70257.4666 9123.8506
167 155373.9530 70257.4666
168 145483.5243 155373.9530
169 10281.7767 145483.5243
170 10336.0863 10281.7767
171 66867.1746 10336.0863
172 70860.1302 66867.1746
173 60819.4792 70860.1302
174 71061.0181 60819.4792
175 9854.0847 71061.0181
176 130538.1813 9854.0847
177 -17656.0817 130538.1813
178 10770.5632 -17656.0817
179 10824.8728 10770.5632
180 79701.2776 10824.8728
181 4375.7828 79701.2776
182 -36116.8603 4375.7828
183 -11815.5372 -36116.8603
184 -18720.4619 -11815.5372
185 -9952.8570 -18720.4619
186 -8528.7045 -9952.8570
187 4711.5766 -8528.7045
188 33914.1921 4711.5766
189 11367.9690 33914.1921
190 72176.1027 11367.9690
191 11476.5883 72176.1027
192 8087.3835 11476.5883
193 72969.4528 8087.3835
194 11518.6154 72969.4528
195 -14920.6968 11518.6154
196 -138215.7821 -14920.6968
197 -14719.8089 -138215.7821
198 -14619.3650 -14719.8089
199 -105418.7295 -14619.3650
200 -14418.4772 -105418.7295
201 -14318.0332 -14418.4772
202 -14217.5893 -14318.0332
203 -875.8764 -14217.5893
204 -66580.8503 -875.8764
205 -14436.7758 -66580.8503
206 -20999.3332 -14436.7758
207 -13715.3696 -20999.3332
208 39774.0559 -13715.3696
209 11082.5918 39774.0559
210 12508.4710 11082.5918
211 74777.4436 12508.4710
212 103381.3806 74777.4436
213 41241.1077 103381.3806
214 47385.8120 41241.1077
215 75179.2193 47385.8120
216 78769.9928 75179.2193
217 12386.6808 78769.9928
218 12942.9480 12386.6808
219 -18106.4357 12942.9480
220 50591.4489 -18106.4357
221 75781.8829 50591.4489
222 13667.3006 75781.8829
223 68718.9105 13667.3006
224 13375.3124 68718.9105
225 11758.2653 13375.3124
226 14946.2409 11758.2653
227 76384.5465 14946.2409
228 60013.9316 76384.5465
229 13540.3538 60013.9316
230 48050.1221 13540.3538
231 65221.9744 48050.1221
232 76886.7661 65221.9744
233 -5061.2814 76886.7661
234 13811.9019 -5061.2814
235 14180.1229 13811.9019
236 13920.5211 14180.1229
237 15155.3456 13920.5211
238 77489.4297 15155.3456
239 77589.8736 77489.4297
240 14137.7596 77589.8736
241 72556.3203 14137.7596
242 77891.2054 72556.3203
243 83278.5466 77891.2054
244 -6780.7057 83278.5466
245 -9898.5002 -6780.7057
246 -9798.0563 -9898.5002
247 6211.4032 -9798.0563
248 -9597.1684 6211.4032
249 20040.4387 -9597.1684
250 74049.9956 20040.4387
251 -9295.8367 74049.9956
252 59357.2259 -9295.8367
253 -8686.4927 59357.2259
254 -114367.6048 -8686.4927
255 14952.4039 -114367.6048
256 9153.8273 14952.4039
257 15615.2141 9153.8273
258 -8592.7291 15615.2141
259 79598.7523 -8592.7291
260 -8391.8413 79598.7523
261 -8291.3973 -8391.8413
262 24809.0622 -8291.3973
263 98416.7207 24809.0622
264 -7990.0655 98416.7207
265 80201.4158 -7990.0655
266 20963.7022 80201.4158
267 110364.4605 20963.7022
268 -7588.2898 110364.4605
269 76312.9169 -7588.2898
270 -7387.4020 76312.9169
271 -7286.9580 -7387.4020
272 -7186.5141 -7286.9580
273 10651.8093 -7186.5141
274 15984.2866 10651.8093
275 88169.7199 15984.2866
276 16743.5726 88169.7199
277 81406.7430 16743.5726
278 -27775.6368 81406.7430
279 69575.6039 -27775.6368
280 -6382.9626 69575.6039
281 16364.4539 -6382.9626
282 115653.9337 16364.4539
283 16473.0732 115653.9337
284 13387.0201 16473.0732
285 16581.6924 13387.0201
286 -17287.7666 16581.6924
287 17963.8883 -17287.7666
288 22158.5139 17963.8883
289 13957.9488 22158.5139
290 -5378.5233 13957.9488
291 26269.0006 -5378.5233
292 87184.9981 26269.0006
293 17016.1694 87184.9981
294 77848.6884 17016.1694
295 22113.5626 77848.6884
296 17179.0982 22113.5626
297 22647.3004 17179.0982
298 83516.0656 22647.3004
299 17342.0271 83516.0656
300 -5728.8821 17342.0271
301 65808.0349 -5728.8821
302 83917.8413 65808.0349
303 -4072.7522 83917.8413
304 50470.5292 -4072.7522
305 20252.3777 50470.5292
306 -3771.4204 20252.3777
307 -9358.4781 -3771.4204
308 16019.3353 -9358.4781
309 -3470.0886 16019.3353
310 -3369.6447 -3470.0886
311 89707.0213 -3369.6447
312 -3168.7568 89707.0213
313 -1125.1519 -3168.7568
314 19469.6004 -1125.1519
315 35583.7699 19469.6004
316 18221.9239 35583.7699
317 -5892.9689 18221.9239
318 20103.7058 -5892.9689
319 18428.2194 20103.7058
320 85725.8321 18428.2194
321 85826.2760 85725.8321
322 85926.7199 85826.2760
323 24059.3505 85926.7199
324 86127.6078 24059.3505
325 83645.6670 86127.6078
326 24222.2794 83645.6670
327 24276.5890 24222.2794
328 86529.3835 24276.5890
329 86629.8275 86529.3835
330 86730.2714 86629.8275
331 19079.9349 86730.2714
332 86931.1593 19079.9349
333 85599.6696 86931.1593
334 19801.5101 85599.6696
335 11906.5082 19801.5101
336 79779.9451 11906.5082
337 19405.7926 79779.9451
338 17285.4378 19405.7926
339 94511.4555 17285.4378
340 -7402.9330 94511.4555
341 19623.0311 -7402.9330
342 19677.3407 19623.0311
343 88036.0425 19677.3407
344 9272.0756 88036.0425
345 19840.2695 9272.0756
346 8747.6109 19840.2695
347 19948.8888 8747.6109
348 88538.2622 19948.8888
349 -15919.4749 88538.2622
350 93794.9748 -15919.4749
351 19543.4640 93794.9748
352 89604.1037 19543.4640
353 14085.1808 89604.1037
354 20329.0561 14085.1808
355 20383.3657 20329.0561
356 4043.7462 20383.3657
357 20491.9850 4043.7462
358 20546.2946 20491.9850
359 89643.1454 20546.2946
360 21818.4746 89643.1454
361 89844.0333 21818.4746
362 20763.5330 89844.0333
363 -48828.3631 20763.5330
364 93281.1117 -48828.3631
365 90245.8090 93281.1117
366 90346.2529 90245.8090
367 21035.0811 90346.2529
368 90547.1408 21035.0811
369 21347.1698 90547.1408
370 90748.0286 21347.1698
371 106548.5153 90748.0286
372 17479.6850 106548.5153
373 69712.9930 17479.6850
374 91149.8044 69712.9930
375 91250.2483 91149.8044
376 88786.9267 91250.2483
377 15041.4565 88786.9267
378 -32126.1210 15041.4565
379 91652.0240 -32126.1210
380 91752.4680 91652.0240
381 9379.6618 91752.4680
382 20078.7420 9379.6618
383 92053.7998 20078.7420
384 23762.5100 92053.7998
385 -56020.3034 23762.5100
386 33248.2374 -56020.3034
387 66367.4622 33248.2374
388 20289.4857 66367.4622
389 80066.6404 20289.4857
390 88326.6132 80066.6404
391 -9370.0229 88326.6132
392 24881.2317 -9370.0229
393 47676.5282 24881.2317
394 -127261.2095 47676.5282
395 55438.1603 -127261.2095
396 -90723.2442 55438.1603
397 15241.9038 -90723.2442
398 56145.8588 15241.9038
399 6196.4080 56145.8588
400 -29729.9904 6196.4080
401 17074.4440 -29729.9904
402 -8347.6270 17074.4440
403 -55216.7249 -8347.6270
404 -34824.1517 -55216.7249
405 -8135.5549 -34824.1517
406 69671.8731 -8135.5549
407 62692.5337 69671.8731
408 80.2645 62692.5337
409 -28821.7896 80.2645
410 59630.1649 -28821.7896
411 -203599.9009 59630.1649
412 -58736.4226 -203599.9009
413 24969.8120 -58736.4226
414 -144971.3117 24969.8120
415 -130843.7348 -144971.3117
416 173578.5398 -130843.7348
417 -24833.9611 173578.5398
418 -55789.5242 -24833.9611
419 -69698.6752 -55789.5242
420 -78092.8118 -69698.6752
421 -57559.4174 -78092.8118
422 -549202.6231 -57559.4174
423 -436696.4360 -549202.6231
424 8014.5606 -436696.4360
425 -213194.7524 8014.5606
426 -263286.4317 -213194.7524
427 -1088064.0427 -263286.4317
428 -262178.0292 -1088064.0427
429 -299943.0233 -262178.0292
430 -617206.2531 -299943.0233
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/76rmo1291238251.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/86rmo1291238251.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/96rmo1291238251.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/www/html/rcomp/tmp/10yjmr1291238251.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/11kjkf1291238251.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,mysum$coefficients[i,1])
+ a<-table.element(a, round(mysum$coefficients[i,2],6))
+ a<-table.element(a, round(mysum$coefficients[i,3],4))
+ a<-table.element(a, round(mysum$coefficients[i,4],6))
+ a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/12n2jl1291238251.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, sqrt(mysum$r.squared))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, mysum$r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, mysum$adj.r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[1])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[2])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[3])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, mysum$sigma)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, sum(myerror*myerror))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/13jbgb1291238251.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,x[i])
+ a<-table.element(a,x[i]-mysum$resid[i])
+ a<-table.element(a,mysum$resid[i])
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/145cfz1291238251.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,gqarr[mypoint-kp3+1,1])
+ a<-table.element(a,gqarr[mypoint-kp3+1,2])
+ a<-table.element(a,gqarr[mypoint-kp3+1,3])
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/www/html/rcomp/tmp/158ud51291238251.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant1)
+ a<-table.element(a,numsignificant1/numgqtests)
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant5)
+ a<-table.element(a,numsignificant5/numgqtests)
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant10)
+ a<-table.element(a,numsignificant10/numgqtests)
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/www/html/rcomp/tmp/164mbe1291238251.tab")
+ }
>
> try(system("convert tmp/1az7x1291238251.ps tmp/1az7x1291238251.png",intern=TRUE))
character(0)
> try(system("convert tmp/2az7x1291238251.ps tmp/2az7x1291238251.png",intern=TRUE))
character(0)
> try(system("convert tmp/37udo1291238251.ps tmp/37udo1291238251.png",intern=TRUE))
character(0)
> try(system("convert tmp/47udo1291238251.ps tmp/47udo1291238251.png",intern=TRUE))
character(0)
> try(system("convert tmp/57udo1291238251.ps tmp/57udo1291238251.png",intern=TRUE))
character(0)
> try(system("convert tmp/6i3ca1291238251.ps tmp/6i3ca1291238251.png",intern=TRUE))
character(0)
> try(system("convert tmp/76rmo1291238251.ps tmp/76rmo1291238251.png",intern=TRUE))
character(0)
> try(system("convert tmp/86rmo1291238251.ps tmp/86rmo1291238251.png",intern=TRUE))
character(0)
> try(system("convert tmp/96rmo1291238251.ps tmp/96rmo1291238251.png",intern=TRUE))
character(0)
> try(system("convert tmp/10yjmr1291238251.ps tmp/10yjmr1291238251.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
17.390 2.303 35.250