R version 2.9.0 (2009-04-17) Copyright (C) 2009 The R Foundation for Statistical Computing ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. 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+ ,'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 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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 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1.442195e-09 7.210977e-10 [375,] 1.0000000 4.167948e-09 2.083974e-09 [376,] 1.0000000 1.200982e-08 6.004912e-09 [377,] 1.0000000 3.371313e-08 1.685657e-08 [378,] 1.0000000 8.126210e-08 4.063105e-08 [379,] 0.9999999 2.099940e-07 1.049970e-07 [380,] 0.9999997 5.306379e-07 2.653189e-07 [381,] 0.9999993 1.392880e-06 6.964400e-07 [382,] 0.9999982 3.617697e-06 1.808848e-06 [383,] 0.9999955 9.014998e-06 4.507499e-06 [384,] 0.9999928 1.432761e-05 7.163806e-06 [385,] 0.9999822 3.552051e-05 1.776026e-05 [386,] 0.9999640 7.205495e-05 3.602747e-05 [387,] 0.9999139 1.721694e-04 8.608471e-05 [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