R version 2.8.0 (2008-10-20) Copyright (C) 2008 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. Natural language support but running in an English locale 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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,69863 + ,286146 + ,1 + ,6341 + ,24 + ,63255 + ,306844 + ,1 + ,1164 + ,17 + ,57320 + ,307705 + ,1 + ,3310 + ,33 + ,75230 + ,312448 + ,0 + ,1366 + ,7 + ,79420 + ,299715 + ,0 + ,965 + ,3 + ,73490 + ,373399 + ,0 + ,3256 + ,66 + ,35250 + ,299446 + ,1 + ,1135 + ,17 + ,62285 + ,325586 + ,0 + ,1270 + ,26 + ,69206 + ,291221 + ,0 + ,661 + ,3 + ,65920 + ,261173 + ,0 + ,1013 + ,2 + ,69770 + ,255027 + ,0 + ,2844 + ,67 + ,72683 + ,-78375 + ,1 + ,11528 + ,70 + ,-14545 + ,-58143 + ,0 + ,6526 + ,26 + ,55830 + ,227033 + ,0 + ,2264 + ,24 + ,55174 + ,235098 + ,1 + ,4461 + ,94 + ,67038 + ,21267 + ,0 + ,3999 + ,30 + ,51252 + ,238675 + ,0 + ,35624 + ,223 + ,157278 + ,197687 + ,0 + ,9252 + ,48 + ,79510 + ,418341 + ,0 + ,15236 + ,90 + ,77440 + ,-297706 + ,0 + ,18073 + ,180 + ,27284) + ,dim=c(5 + ,431) + ,dimnames=list(c('Wealth' + ,'Group' + ,'Costs' + ,'Trades' + ,'Dividends ') + ,1:431)) > y <- array(NA,dim=c(5,431),dimnames=list(c('Wealth','Group','Costs','Trades','Dividends '),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 = 'Linear Trend' > par2 = 'Include Monthly Dummies' > par1 = '1' > #'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 Group Costs Trades Dividends\r M1 M2 M3 M4 M5 M6 M7 M8 M9 M10 M11 1 6282929 1 162556 1081 213118 1 0 0 0 0 0 0 0 0 0 0 2 4324047 1 29790 309 81767 0 1 0 0 0 0 0 0 0 0 0 3 4108272 1 87550 458 153198 0 0 1 0 0 0 0 0 0 0 0 4 -1212617 0 84738 588 -26007 0 0 0 1 0 0 0 0 0 0 0 5 1485329 1 54660 299 126942 0 0 0 0 1 0 0 0 0 0 0 6 1779876 1 42634 156 157214 0 0 0 0 0 1 0 0 0 0 0 7 1367203 0 40949 481 129352 0 0 0 0 0 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0 1303 61 69863 0 0 1 0 0 0 0 0 0 0 0 412 286146 1 6341 24 63255 0 0 0 1 0 0 0 0 0 0 0 413 306844 1 1164 17 57320 0 0 0 0 1 0 0 0 0 0 0 414 307705 1 3310 33 75230 0 0 0 0 0 1 0 0 0 0 0 415 312448 0 1366 7 79420 0 0 0 0 0 0 1 0 0 0 0 416 299715 0 965 3 73490 0 0 0 0 0 0 0 1 0 0 0 417 373399 0 3256 66 35250 0 0 0 0 0 0 0 0 1 0 0 418 299446 1 1135 17 62285 0 0 0 0 0 0 0 0 0 1 0 419 325586 0 1270 26 69206 0 0 0 0 0 0 0 0 0 0 1 420 291221 0 661 3 65920 0 0 0 0 0 0 0 0 0 0 0 421 261173 0 1013 2 69770 1 0 0 0 0 0 0 0 0 0 0 422 255027 0 2844 67 72683 0 1 0 0 0 0 0 0 0 0 0 423 -78375 1 11528 70 -14545 0 0 1 0 0 0 0 0 0 0 0 424 -58143 0 6526 26 55830 0 0 0 1 0 0 0 0 0 0 0 425 227033 0 2264 24 55174 0 0 0 0 1 0 0 0 0 0 0 426 235098 1 4461 94 67038 0 0 0 0 0 1 0 0 0 0 0 427 21267 0 3999 30 51252 0 0 0 0 0 0 1 0 0 0 0 428 238675 0 35624 223 157278 0 0 0 0 0 0 0 1 0 0 0 429 197687 0 9252 48 79510 0 0 0 0 0 0 0 0 1 0 0 430 418341 0 15236 90 77440 0 0 0 0 0 0 0 0 0 1 0 431 -297706 0 18073 180 27284 0 0 0 0 0 0 0 0 0 0 1 t 1 1 2 2 3 3 4 4 5 5 6 6 7 7 8 8 9 9 10 10 11 11 12 12 13 13 14 14 15 15 16 16 17 17 18 18 19 19 20 20 21 21 22 22 23 23 24 24 25 25 26 26 27 27 28 28 29 29 30 30 31 31 32 32 33 33 34 34 35 35 36 36 37 37 38 38 39 39 40 40 41 41 42 42 43 43 44 44 45 45 46 46 47 47 48 48 49 49 50 50 51 51 52 52 53 53 54 54 55 55 56 56 57 57 58 58 59 59 60 60 61 61 62 62 63 63 64 64 65 65 66 66 67 67 68 68 69 69 70 70 71 71 72 72 73 73 74 74 75 75 76 76 77 77 78 78 79 79 80 80 81 81 82 82 83 83 84 84 85 85 86 86 87 87 88 88 89 89 90 90 91 91 92 92 93 93 94 94 95 95 96 96 97 97 98 98 99 99 100 100 101 101 102 102 103 103 104 104 105 105 106 106 107 107 108 108 109 109 110 110 111 111 112 112 113 113 114 114 115 115 116 116 117 117 118 118 119 119 120 120 121 121 122 122 123 123 124 124 125 125 126 126 127 127 128 128 129 129 130 130 131 131 132 132 133 133 134 134 135 135 136 136 137 137 138 138 139 139 140 140 141 141 142 142 143 143 144 144 145 145 146 146 147 147 148 148 149 149 150 150 151 151 152 152 153 153 154 154 155 155 156 156 157 157 158 158 159 159 160 160 161 161 162 162 163 163 164 164 165 165 166 166 167 167 168 168 169 169 170 170 171 171 172 172 173 173 174 174 175 175 176 176 177 177 178 178 179 179 180 180 181 181 182 182 183 183 184 184 185 185 186 186 187 187 188 188 189 189 190 190 191 191 192 192 193 193 194 194 195 195 196 196 197 197 198 198 199 199 200 200 201 201 202 202 203 203 204 204 205 205 206 206 207 207 208 208 209 209 210 210 211 211 212 212 213 213 214 214 215 215 216 216 217 217 218 218 219 219 220 220 221 221 222 222 223 223 224 224 225 225 226 226 227 227 228 228 229 229 230 230 231 231 232 232 233 233 234 234 235 235 236 236 237 237 238 238 239 239 240 240 241 241 242 242 243 243 244 244 245 245 246 246 247 247 248 248 249 249 250 250 251 251 252 252 253 253 254 254 255 255 256 256 257 257 258 258 259 259 260 260 261 261 262 262 263 263 264 264 265 265 266 266 267 267 268 268 269 269 270 270 271 271 272 272 273 273 274 274 275 275 276 276 277 277 278 278 279 279 280 280 281 281 282 282 283 283 284 284 285 285 286 286 287 287 288 288 289 289 290 290 291 291 292 292 293 293 294 294 295 295 296 296 297 297 298 298 299 299 300 300 301 301 302 302 303 303 304 304 305 305 306 306 307 307 308 308 309 309 310 310 311 311 312 312 313 313 314 314 315 315 316 316 317 317 318 318 319 319 320 320 321 321 322 322 323 323 324 324 325 325 326 326 327 327 328 328 329 329 330 330 331 331 332 332 333 333 334 334 335 335 336 336 337 337 338 338 339 339 340 340 341 341 342 342 343 343 344 344 345 345 346 346 347 347 348 348 349 349 350 350 351 351 352 352 353 353 354 354 355 355 356 356 357 357 358 358 359 359 360 360 361 361 362 362 363 363 364 364 365 365 366 366 367 367 368 368 369 369 370 370 371 371 372 372 373 373 374 374 375 375 376 376 377 377 378 378 379 379 380 380 381 381 382 382 383 383 384 384 385 385 386 386 387 387 388 388 389 389 390 390 391 391 392 392 393 393 394 394 395 395 396 396 397 397 398 398 399 399 400 400 401 401 402 402 403 403 404 404 405 405 406 406 407 407 408 408 409 409 410 410 411 411 412 412 413 413 414 414 415 415 416 416 417 417 418 418 419 419 420 420 421 421 422 422 423 423 424 424 425 425 426 426 427 427 428 428 429 429 430 430 431 431 > k <- length(x[1,]) > df <- as.data.frame(x) > (mylm <- lm(df)) Call: lm(formula = df) Coefficients: (Intercept) Group Costs Trades `Dividends\r` 6.172e+04 7.975e+04 2.628e+01 -4.552e+02 3.552e+00 M1 M2 M3 M4 M5 4.485e+04 3.030e+04 1.306e+04 -1.351e+05 -4.050e+04 M6 M7 M8 M9 M10 -2.787e+04 -1.370e+04 -3.544e+04 1.512e+04 -1.340e+04 M11 t -6.406e+04 3.328e+01 > (mysum <- summary(mylm)) Call: lm(formula = df) Residuals: Min 1Q Median 3Q Max -3006346 -43233 23134 67114 3219486 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 6.172e+04 7.326e+04 0.842 0.4000 Group 7.975e+04 3.359e+04 2.374 0.0180 * Costs 2.628e+01 1.935e+00 13.584 < 2e-16 *** Trades -4.552e+02 2.138e+02 -2.130 0.0338 * `Dividends\r` 3.552e+00 5.183e-01 6.853 2.63e-11 *** M1 4.485e+04 7.163e+04 0.626 0.5315 M2 3.030e+04 7.126e+04 0.425 0.6709 M3 1.306e+04 7.150e+04 0.183 0.8552 M4 -1.351e+05 7.152e+04 -1.889 0.0596 . M5 -4.050e+04 7.157e+04 -0.566 0.5718 M6 -2.787e+04 7.150e+04 -0.390 0.6969 M7 -1.370e+04 7.129e+04 -0.192 0.8477 M8 -3.544e+04 7.156e+04 -0.495 0.6207 M9 1.512e+04 7.123e+04 0.212 0.8320 M10 -1.340e+04 7.166e+04 -0.187 0.8517 M11 -6.406e+04 7.179e+04 -0.892 0.3728 t 3.328e+01 1.360e+02 0.245 0.8068 --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Residual standard error: 3e+05 on 414 degrees of freedom Multiple R-squared: 0.5671, Adjusted R-squared: 0.5504 F-statistic: 33.9 on 16 and 414 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 1.265917e-98 6.329587e-99 [2,] 1.0000000 6.716163e-105 3.358081e-105 [3,] 1.0000000 1.144361e-107 5.721805e-108 [4,] 1.0000000 1.863224e-118 9.316121e-119 [5,] 1.0000000 2.489475e-123 1.244738e-123 [6,] 1.0000000 1.190507e-123 5.952536e-124 [7,] 1.0000000 2.484028e-127 1.242014e-127 [8,] 1.0000000 2.545736e-129 1.272868e-129 [9,] 1.0000000 1.468990e-143 7.344950e-144 [10,] 1.0000000 1.841361e-195 9.206804e-196 [11,] 1.0000000 3.526058e-207 1.763029e-207 [12,] 1.0000000 4.472957e-211 2.236478e-211 [13,] 1.0000000 4.146188e-213 2.073094e-213 [14,] 1.0000000 6.641307e-219 3.320654e-219 [15,] 1.0000000 5.880558e-220 2.940279e-220 [16,] 1.0000000 6.401568e-219 3.200784e-219 [17,] 1.0000000 5.170429e-218 2.585215e-218 [18,] 1.0000000 2.280225e-224 1.140112e-224 [19,] 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3.054858e-16 1.527429e-16 [357,] 1.0000000 1.159483e-15 5.797417e-16 [358,] 1.0000000 4.277151e-15 2.138576e-15 [359,] 1.0000000 1.629658e-14 8.148288e-15 [360,] 1.0000000 6.035324e-14 3.017662e-14 [361,] 1.0000000 2.249465e-13 1.124733e-13 [362,] 1.0000000 6.604261e-13 3.302131e-13 [363,] 1.0000000 8.515367e-13 4.257684e-13 [364,] 1.0000000 2.423195e-12 1.211598e-12 [365,] 1.0000000 8.440083e-12 4.220041e-12 [366,] 1.0000000 2.950632e-11 1.475316e-11 [367,] 1.0000000 7.810577e-11 3.905288e-11 [368,] 1.0000000 2.638444e-10 1.319222e-10 [369,] 1.0000000 7.710004e-10 3.855002e-10 [370,] 1.0000000 2.523063e-09 1.261532e-09 [371,] 1.0000000 8.418425e-09 4.209213e-09 [372,] 1.0000000 2.595268e-08 1.297634e-08 [373,] 1.0000000 8.419120e-08 4.209560e-08 [374,] 0.9999999 1.867601e-07 9.338007e-08 [375,] 0.9999998 4.662505e-07 2.331252e-07 [376,] 0.9999995 1.072430e-06 5.362152e-07 [377,] 0.9999986 2.888089e-06 1.444044e-06 [378,] 0.9999958 8.306592e-06 4.153296e-06 [379,] 0.9999891 2.182516e-05 1.091258e-05 [380,] 0.9999714 5.729000e-05 2.864500e-05 [381,] 0.9999295 1.410838e-04 7.054190e-05 [382,] 0.9998171 3.658612e-04 1.829306e-04 [383,] 0.9995081 9.837792e-04 4.918896e-04 [384,] 0.9988479 2.304145e-03 1.152073e-03 [385,] 0.9972410 5.517943e-03 2.758971e-03 [386,] 0.9952724 9.455210e-03 4.727605e-03 [387,] 0.9946851 1.062987e-02 5.314934e-03 [388,] 0.9864874 2.702516e-02 1.351258e-02 [389,] 0.9689986 6.200287e-02 3.100143e-02 [390,] 0.9318243 1.363515e-01 6.817573e-02 [391,] 0.8780505 2.438991e-01 1.219495e-01 [392,] 0.8272068 3.455863e-01 1.727932e-01 > postscript(file="/var/www/html/freestat/rcomp/tmp/1ptne1291311351.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index') > points(x[,1]-mysum$resid) > grid() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/2il4z1291311351.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/3il4z1291311351.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/4il4z1291311351.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals') > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/5su321291311351.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 1559382.1240 3219486.3610 1316976.5266 -3006346.2188 -367191.0825 6 7 8 9 10 58124.8679 2212.4809 613640.7565 -244097.0091 767206.3699 11 12 13 14 15 -276783.0698 469034.9237 912111.2466 -1813656.1773 17121.3969 16 17 18 19 20 561589.9066 -392968.6550 -64339.2419 -147609.0330 -307696.1383 21 22 23 24 25 139641.1243 -248941.0390 -187930.2372 -502685.5525 -273494.3746 26 27 28 29 30 -165338.3774 -397060.1855 -314108.1510 438513.2652 40866.8211 31 32 33 34 35 174558.3890 -147551.9334 98489.0883 9333.7365 -297071.3273 36 37 38 39 40 -465712.7664 -503.6238 21502.3355 -162914.9788 -26382.5030 41 42 43 44 45 39197.1954 -336941.6386 102970.6058 -164200.1884 -37599.3789 46 47 48 49 50 -240022.4042 -211638.3635 -198733.9311 -162764.7183 -198167.6920 51 52 53 54 55 -10172.6875 -15652.9742 -391777.7316 -47008.1210 -407114.0059 56 57 58 59 60 158694.2498 157658.4218 -17093.0133 29662.1339 -246820.5820 61 62 63 64 65 -154987.1448 -98296.5473 -143496.3063 -117930.2557 94141.3178 66 67 68 69 70 85054.1162 -91122.9404 -86610.8068 -89248.0610 -145183.7168 71 72 73 74 75 16918.9103 63495.4408 -184187.0440 -57447.3363 -149328.2290 76 77 78 79 80 -27035.5362 -66459.5557 -31848.2961 87945.1537 -46679.2297 81 82 83 84 85 25210.4788 -107039.8571 -71389.2716 79001.3082 -64219.7230 86 87 88 89 90 -162390.0116 3461.1806 81721.3766 -70002.3326 -6295.7068 91 92 93 94 95 -26834.3556 -89252.9649 108382.8758 -350163.4635 195354.9034 96 97 98 99 100 -42757.0653 -47277.4307 -6488.8067 -161515.9341 27978.6061 101 102 103 104 105 -75472.9421 -87156.7202 -112159.6626 -33603.8601 31825.0501 106 107 108 109 110 -43708.3939 -196431.7739 -24151.3414 -262899.4675 -204462.3356 111 112 113 114 115 90212.0722 -120314.5081 -241889.4258 -168288.3944 -15188.6548 116 117 118 119 120 102515.1909 -17667.6225 40424.0791 -195303.7037 64457.7881 121 122 123 124 125 -320076.0226 775.4535 -26436.4370 62494.9877 -102103.9437 126 127 128 129 130 -244215.1272 57619.6952 79535.7074 36760.3084 57216.9115 131 132 133 134 135 110945.1043 101007.1573 -1135.4498 11317.4683 30592.5650 136 137 138 139 140 181231.2433 86246.7689 71420.8796 57220.3376 78925.5282 141 142 143 144 145 27326.2681 56817.5539 102382.0307 43576.6836 4460.6000 146 147 148 149 150 25076.9885 30193.2074 180204.3464 83679.0830 70427.3078 151 152 153 154 155 47520.2898 67175.5227 27926.6053 34196.0012 107085.0498 156 157 158 159 160 42950.8845 -1934.1650 9361.9570 36912.3878 177922.6656 161 162 163 164 165 83279.7253 70622.1643 56421.6223 83601.2759 27524.5756 166 167 168 169 170 56018.8386 106640.0504 146863.4910 -2333.5227 12187.0581 171 172 173 174 175 29394.4921 174437.8893 82880.3677 67823.9325 56022.2646 176 177 178 179 180 77666.3580 27127.8901 -25384.8721 106240.6928 42152.1693 181 182 183 184 185 10572.2577 -91992.7523 54567.9171 34750.1699 1860.2953 186 187 188 189 190 -17583.4095 -19283.0027 73886.6124 -13283.6223 55220.1234 191 192 193 194 195 110553.7260 41752.8116 -1075.2154 11388.3428 28291.4501 196 197 198 199 200 96973.8085 -137338.0361 -10326.6928 -24527.2348 -82017.9469 201 202 203 204 205 -53421.6094 -24930.0185 25691.1933 -9968.9404 -171156.9114 206 207 208 209 210 -70568.1759 -67041.3728 96574.4509 61264.8860 -10726.0504 211 212 213 214 215 54824.1917 76529.3824 41602.3143 31945.2229 86180.3762 216 217 218 219 220 40954.0963 -481.6499 14565.1699 27797.0616 180964.6773 221 222 223 224 225 48481.7709 68625.3761 55310.6017 76130.0247 25815.3369 226 227 228 229 230 58518.9376 104643.2622 40554.7387 -30779.0600 10190.2699 231 232 233 234 235 6028.6918 175526.5198 80883.5795 69429.7276 54025.4765 236 237 238 239 240 75977.6294 25131.1019 56557.0814 104243.9046 40155.3811 241 242 243 244 245 -4729.6685 12619.6182 26998.3463 180305.4857 -7034.8025 246 247 248 249 250 -11924.1233 -26124.6654 67052.9749 -55019.0399 -26527.4490 251 252 253 254 255 111246.1796 -39994.7608 -28722.6998 -11443.7872 -26268.4696 256 257 258 259 260 174727.8045 103716.9431 107681.0092 -26524.0230 74931.9518 261 262 263 264 265 -55418.3976 -26926.8066 83049.3179 47905.3055 -85279.1680 266 267 268 269 270 8992.1970 -53551.1532 176653.6049 -65.2776 44960.5327 271 272 273 274 275 -26923.3806 -5218.1900 -55817.7552 50841.1017 103045.8317 276 277 278 279 280 47762.1019 654.0813 8592.8394 -66396.4955 152290.5768 281 282 283 284 285 -464.6352 66628.5880 90639.6794 74133.2365 -12959.0918 286 287 288 289 290 52025.2623 22895.6899 37480.5295 -86077.8832 38632.1684 291 292 293 294 295 -54349.8684 182986.2128 50920.9047 66229.2303 55605.5674 296 297 298 299 300 28578.8406 23134.3137 -28124.8796 102247.1164 38158.5929 301 302 303 304 305 -87234.8524 -6156.9831 25001.5581 93379.5898 116987.5958 306 307 308 309 310 69851.0939 -28121.4535 -14683.7381 44669.5805 -28524.2372 311 312 313 314 315 22096.9746 15728.1348 -86876.5985 -75580.8618 26509.6285 316 317 318 319 320 173492.7836 79709.6339 51181.9059 53935.6237 72935.1636 321 322 323 324 325 22335.5984 50827.1894 101448.4011 -42390.9066 -7525.1720 326 327 328 329 330 4409.5701 -55547.9414 92580.8745 77688.7184 65031.1574 331 332 333 334 335 50830.6154 72535.8060 21936.2408 50430.3128 101915.3553 336 337 338 339 340 36960.5200 -9149.9613 6596.0512 23138.1773 175892.7380 341 342 343 344 345 57987.9338 64631.7998 50431.2577 72136.4484 21536.8832 346 347 348 349 350 50028.4741 92659.4641 36561.1623 -8323.8872 6196.6935 351 352 353 354 355 24131.6419 172759.1919 78322.9168 54266.9516 50031.9001 356 357 358 359 360 71737.0907 -13162.0903 49629.1164 100250.3282 36161.8047 361 362 363 364 365 -6936.7112 5797.3359 23004.7699 82172.0736 75012.8225 366 367 368 369 370 63833.0845 49632.5425 71337.7331 20738.1679 49229.7588 371 372 373 374 375 99850.9706 38492.1934 -49897.4353 -21610.5108 22605.4123 376 377 378 379 380 170734.2282 88436.6202 48186.2337 49233.1848 70938.3755 381 382 383 384 385 20338.8102 40858.6605 152858.5696 35363.0894 -7636.9399 386 387 388 389 390 -152062.9544 26878.5157 154494.8296 73866.2132 43678.0849 391 392 393 394 395 45460.1314 50020.7238 -17867.1035 64608.0722 -192929.4043 396 397 398 399 400 7325.0672 -173842.2880 -66961.9915 -4978.1456 84161.6197 401 402 403 404 405 36945.7457 52253.7733 27767.4174 -92345.5438 -14294.8941 406 407 408 409 410 -4643.4801 82458.6994 14013.2055 -32672.7658 -71588.7820 411 412 413 414 415 -24342.8319 -114359.6437 -34348.3071 -158884.3866 -64220.2473 416 417 418 419 420 -25464.5040 101931.1580 -85882.5624 46592.5195 -34652.7350 421 422 423 424 425 -132968.7551 -153473.7950 -466415.9626 -356872.4710 -52907.5755 426 427 428 429 430 -205270.7298 -314466.3688 -1195291.5387 -397186.5168 -278836.6108 431 -799679.6048 > postscript(file="/var/www/html/freestat/rcomp/tmp/6su321291311351.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 1559382.1240 NA 1 3219486.3610 1559382.1240 2 1316976.5266 3219486.3610 3 -3006346.2188 1316976.5266 4 -367191.0825 -3006346.2188 5 58124.8679 -367191.0825 6 2212.4809 58124.8679 7 613640.7565 2212.4809 8 -244097.0091 613640.7565 9 767206.3699 -244097.0091 10 -276783.0698 767206.3699 11 469034.9237 -276783.0698 12 912111.2466 469034.9237 13 -1813656.1773 912111.2466 14 17121.3969 -1813656.1773 15 561589.9066 17121.3969 16 -392968.6550 561589.9066 17 -64339.2419 -392968.6550 18 -147609.0330 -64339.2419 19 -307696.1383 -147609.0330 20 139641.1243 -307696.1383 21 -248941.0390 139641.1243 22 -187930.2372 -248941.0390 23 -502685.5525 -187930.2372 24 -273494.3746 -502685.5525 25 -165338.3774 -273494.3746 26 -397060.1855 -165338.3774 27 -314108.1510 -397060.1855 28 438513.2652 -314108.1510 29 40866.8211 438513.2652 30 174558.3890 40866.8211 31 -147551.9334 174558.3890 32 98489.0883 -147551.9334 33 9333.7365 98489.0883 34 -297071.3273 9333.7365 35 -465712.7664 -297071.3273 36 -503.6238 -465712.7664 37 21502.3355 -503.6238 38 -162914.9788 21502.3355 39 -26382.5030 -162914.9788 40 39197.1954 -26382.5030 41 -336941.6386 39197.1954 42 102970.6058 -336941.6386 43 -164200.1884 102970.6058 44 -37599.3789 -164200.1884 45 -240022.4042 -37599.3789 46 -211638.3635 -240022.4042 47 -198733.9311 -211638.3635 48 -162764.7183 -198733.9311 49 -198167.6920 -162764.7183 50 -10172.6875 -198167.6920 51 -15652.9742 -10172.6875 52 -391777.7316 -15652.9742 53 -47008.1210 -391777.7316 54 -407114.0059 -47008.1210 55 158694.2498 -407114.0059 56 157658.4218 158694.2498 57 -17093.0133 157658.4218 58 29662.1339 -17093.0133 59 -246820.5820 29662.1339 60 -154987.1448 -246820.5820 61 -98296.5473 -154987.1448 62 -143496.3063 -98296.5473 63 -117930.2557 -143496.3063 64 94141.3178 -117930.2557 65 85054.1162 94141.3178 66 -91122.9404 85054.1162 67 -86610.8068 -91122.9404 68 -89248.0610 -86610.8068 69 -145183.7168 -89248.0610 70 16918.9103 -145183.7168 71 63495.4408 16918.9103 72 -184187.0440 63495.4408 73 -57447.3363 -184187.0440 74 -149328.2290 -57447.3363 75 -27035.5362 -149328.2290 76 -66459.5557 -27035.5362 77 -31848.2961 -66459.5557 78 87945.1537 -31848.2961 79 -46679.2297 87945.1537 80 25210.4788 -46679.2297 81 -107039.8571 25210.4788 82 -71389.2716 -107039.8571 83 79001.3082 -71389.2716 84 -64219.7230 79001.3082 85 -162390.0116 -64219.7230 86 3461.1806 -162390.0116 87 81721.3766 3461.1806 88 -70002.3326 81721.3766 89 -6295.7068 -70002.3326 90 -26834.3556 -6295.7068 91 -89252.9649 -26834.3556 92 108382.8758 -89252.9649 93 -350163.4635 108382.8758 94 195354.9034 -350163.4635 95 -42757.0653 195354.9034 96 -47277.4307 -42757.0653 97 -6488.8067 -47277.4307 98 -161515.9341 -6488.8067 99 27978.6061 -161515.9341 100 -75472.9421 27978.6061 101 -87156.7202 -75472.9421 102 -112159.6626 -87156.7202 103 -33603.8601 -112159.6626 104 31825.0501 -33603.8601 105 -43708.3939 31825.0501 106 -196431.7739 -43708.3939 107 -24151.3414 -196431.7739 108 -262899.4675 -24151.3414 109 -204462.3356 -262899.4675 110 90212.0722 -204462.3356 111 -120314.5081 90212.0722 112 -241889.4258 -120314.5081 113 -168288.3944 -241889.4258 114 -15188.6548 -168288.3944 115 102515.1909 -15188.6548 116 -17667.6225 102515.1909 117 40424.0791 -17667.6225 118 -195303.7037 40424.0791 119 64457.7881 -195303.7037 120 -320076.0226 64457.7881 121 775.4535 -320076.0226 122 -26436.4370 775.4535 123 62494.9877 -26436.4370 124 -102103.9437 62494.9877 125 -244215.1272 -102103.9437 126 57619.6952 -244215.1272 127 79535.7074 57619.6952 128 36760.3084 79535.7074 129 57216.9115 36760.3084 130 110945.1043 57216.9115 131 101007.1573 110945.1043 132 -1135.4498 101007.1573 133 11317.4683 -1135.4498 134 30592.5650 11317.4683 135 181231.2433 30592.5650 136 86246.7689 181231.2433 137 71420.8796 86246.7689 138 57220.3376 71420.8796 139 78925.5282 57220.3376 140 27326.2681 78925.5282 141 56817.5539 27326.2681 142 102382.0307 56817.5539 143 43576.6836 102382.0307 144 4460.6000 43576.6836 145 25076.9885 4460.6000 146 30193.2074 25076.9885 147 180204.3464 30193.2074 148 83679.0830 180204.3464 149 70427.3078 83679.0830 150 47520.2898 70427.3078 151 67175.5227 47520.2898 152 27926.6053 67175.5227 153 34196.0012 27926.6053 154 107085.0498 34196.0012 155 42950.8845 107085.0498 156 -1934.1650 42950.8845 157 9361.9570 -1934.1650 158 36912.3878 9361.9570 159 177922.6656 36912.3878 160 83279.7253 177922.6656 161 70622.1643 83279.7253 162 56421.6223 70622.1643 163 83601.2759 56421.6223 164 27524.5756 83601.2759 165 56018.8386 27524.5756 166 106640.0504 56018.8386 167 146863.4910 106640.0504 168 -2333.5227 146863.4910 169 12187.0581 -2333.5227 170 29394.4921 12187.0581 171 174437.8893 29394.4921 172 82880.3677 174437.8893 173 67823.9325 82880.3677 174 56022.2646 67823.9325 175 77666.3580 56022.2646 176 27127.8901 77666.3580 177 -25384.8721 27127.8901 178 106240.6928 -25384.8721 179 42152.1693 106240.6928 180 10572.2577 42152.1693 181 -91992.7523 10572.2577 182 54567.9171 -91992.7523 183 34750.1699 54567.9171 184 1860.2953 34750.1699 185 -17583.4095 1860.2953 186 -19283.0027 -17583.4095 187 73886.6124 -19283.0027 188 -13283.6223 73886.6124 189 55220.1234 -13283.6223 190 110553.7260 55220.1234 191 41752.8116 110553.7260 192 -1075.2154 41752.8116 193 11388.3428 -1075.2154 194 28291.4501 11388.3428 195 96973.8085 28291.4501 196 -137338.0361 96973.8085 197 -10326.6928 -137338.0361 198 -24527.2348 -10326.6928 199 -82017.9469 -24527.2348 200 -53421.6094 -82017.9469 201 -24930.0185 -53421.6094 202 25691.1933 -24930.0185 203 -9968.9404 25691.1933 204 -171156.9114 -9968.9404 205 -70568.1759 -171156.9114 206 -67041.3728 -70568.1759 207 96574.4509 -67041.3728 208 61264.8860 96574.4509 209 -10726.0504 61264.8860 210 54824.1917 -10726.0504 211 76529.3824 54824.1917 212 41602.3143 76529.3824 213 31945.2229 41602.3143 214 86180.3762 31945.2229 215 40954.0963 86180.3762 216 -481.6499 40954.0963 217 14565.1699 -481.6499 218 27797.0616 14565.1699 219 180964.6773 27797.0616 220 48481.7709 180964.6773 221 68625.3761 48481.7709 222 55310.6017 68625.3761 223 76130.0247 55310.6017 224 25815.3369 76130.0247 225 58518.9376 25815.3369 226 104643.2622 58518.9376 227 40554.7387 104643.2622 228 -30779.0600 40554.7387 229 10190.2699 -30779.0600 230 6028.6918 10190.2699 231 175526.5198 6028.6918 232 80883.5795 175526.5198 233 69429.7276 80883.5795 234 54025.4765 69429.7276 235 75977.6294 54025.4765 236 25131.1019 75977.6294 237 56557.0814 25131.1019 238 104243.9046 56557.0814 239 40155.3811 104243.9046 240 -4729.6685 40155.3811 241 12619.6182 -4729.6685 242 26998.3463 12619.6182 243 180305.4857 26998.3463 244 -7034.8025 180305.4857 245 -11924.1233 -7034.8025 246 -26124.6654 -11924.1233 247 67052.9749 -26124.6654 248 -55019.0399 67052.9749 249 -26527.4490 -55019.0399 250 111246.1796 -26527.4490 251 -39994.7608 111246.1796 252 -28722.6998 -39994.7608 253 -11443.7872 -28722.6998 254 -26268.4696 -11443.7872 255 174727.8045 -26268.4696 256 103716.9431 174727.8045 257 107681.0092 103716.9431 258 -26524.0230 107681.0092 259 74931.9518 -26524.0230 260 -55418.3976 74931.9518 261 -26926.8066 -55418.3976 262 83049.3179 -26926.8066 263 47905.3055 83049.3179 264 -85279.1680 47905.3055 265 8992.1970 -85279.1680 266 -53551.1532 8992.1970 267 176653.6049 -53551.1532 268 -65.2776 176653.6049 269 44960.5327 -65.2776 270 -26923.3806 44960.5327 271 -5218.1900 -26923.3806 272 -55817.7552 -5218.1900 273 50841.1017 -55817.7552 274 103045.8317 50841.1017 275 47762.1019 103045.8317 276 654.0813 47762.1019 277 8592.8394 654.0813 278 -66396.4955 8592.8394 279 152290.5768 -66396.4955 280 -464.6352 152290.5768 281 66628.5880 -464.6352 282 90639.6794 66628.5880 283 74133.2365 90639.6794 284 -12959.0918 74133.2365 285 52025.2623 -12959.0918 286 22895.6899 52025.2623 287 37480.5295 22895.6899 288 -86077.8832 37480.5295 289 38632.1684 -86077.8832 290 -54349.8684 38632.1684 291 182986.2128 -54349.8684 292 50920.9047 182986.2128 293 66229.2303 50920.9047 294 55605.5674 66229.2303 295 28578.8406 55605.5674 296 23134.3137 28578.8406 297 -28124.8796 23134.3137 298 102247.1164 -28124.8796 299 38158.5929 102247.1164 300 -87234.8524 38158.5929 301 -6156.9831 -87234.8524 302 25001.5581 -6156.9831 303 93379.5898 25001.5581 304 116987.5958 93379.5898 305 69851.0939 116987.5958 306 -28121.4535 69851.0939 307 -14683.7381 -28121.4535 308 44669.5805 -14683.7381 309 -28524.2372 44669.5805 310 22096.9746 -28524.2372 311 15728.1348 22096.9746 312 -86876.5985 15728.1348 313 -75580.8618 -86876.5985 314 26509.6285 -75580.8618 315 173492.7836 26509.6285 316 79709.6339 173492.7836 317 51181.9059 79709.6339 318 53935.6237 51181.9059 319 72935.1636 53935.6237 320 22335.5984 72935.1636 321 50827.1894 22335.5984 322 101448.4011 50827.1894 323 -42390.9066 101448.4011 324 -7525.1720 -42390.9066 325 4409.5701 -7525.1720 326 -55547.9414 4409.5701 327 92580.8745 -55547.9414 328 77688.7184 92580.8745 329 65031.1574 77688.7184 330 50830.6154 65031.1574 331 72535.8060 50830.6154 332 21936.2408 72535.8060 333 50430.3128 21936.2408 334 101915.3553 50430.3128 335 36960.5200 101915.3553 336 -9149.9613 36960.5200 337 6596.0512 -9149.9613 338 23138.1773 6596.0512 339 175892.7380 23138.1773 340 57987.9338 175892.7380 341 64631.7998 57987.9338 342 50431.2577 64631.7998 343 72136.4484 50431.2577 344 21536.8832 72136.4484 345 50028.4741 21536.8832 346 92659.4641 50028.4741 347 36561.1623 92659.4641 348 -8323.8872 36561.1623 349 6196.6935 -8323.8872 350 24131.6419 6196.6935 351 172759.1919 24131.6419 352 78322.9168 172759.1919 353 54266.9516 78322.9168 354 50031.9001 54266.9516 355 71737.0907 50031.9001 356 -13162.0903 71737.0907 357 49629.1164 -13162.0903 358 100250.3282 49629.1164 359 36161.8047 100250.3282 360 -6936.7112 36161.8047 361 5797.3359 -6936.7112 362 23004.7699 5797.3359 363 82172.0736 23004.7699 364 75012.8225 82172.0736 365 63833.0845 75012.8225 366 49632.5425 63833.0845 367 71337.7331 49632.5425 368 20738.1679 71337.7331 369 49229.7588 20738.1679 370 99850.9706 49229.7588 371 38492.1934 99850.9706 372 -49897.4353 38492.1934 373 -21610.5108 -49897.4353 374 22605.4123 -21610.5108 375 170734.2282 22605.4123 376 88436.6202 170734.2282 377 48186.2337 88436.6202 378 49233.1848 48186.2337 379 70938.3755 49233.1848 380 20338.8102 70938.3755 381 40858.6605 20338.8102 382 152858.5696 40858.6605 383 35363.0894 152858.5696 384 -7636.9399 35363.0894 385 -152062.9544 -7636.9399 386 26878.5157 -152062.9544 387 154494.8296 26878.5157 388 73866.2132 154494.8296 389 43678.0849 73866.2132 390 45460.1314 43678.0849 391 50020.7238 45460.1314 392 -17867.1035 50020.7238 393 64608.0722 -17867.1035 394 -192929.4043 64608.0722 395 7325.0672 -192929.4043 396 -173842.2880 7325.0672 397 -66961.9915 -173842.2880 398 -4978.1456 -66961.9915 399 84161.6197 -4978.1456 400 36945.7457 84161.6197 401 52253.7733 36945.7457 402 27767.4174 52253.7733 403 -92345.5438 27767.4174 404 -14294.8941 -92345.5438 405 -4643.4801 -14294.8941 406 82458.6994 -4643.4801 407 14013.2055 82458.6994 408 -32672.7658 14013.2055 409 -71588.7820 -32672.7658 410 -24342.8319 -71588.7820 411 -114359.6437 -24342.8319 412 -34348.3071 -114359.6437 413 -158884.3866 -34348.3071 414 -64220.2473 -158884.3866 415 -25464.5040 -64220.2473 416 101931.1580 -25464.5040 417 -85882.5624 101931.1580 418 46592.5195 -85882.5624 419 -34652.7350 46592.5195 420 -132968.7551 -34652.7350 421 -153473.7950 -132968.7551 422 -466415.9626 -153473.7950 423 -356872.4710 -466415.9626 424 -52907.5755 -356872.4710 425 -205270.7298 -52907.5755 426 -314466.3688 -205270.7298 427 -1195291.5387 -314466.3688 428 -397186.5168 -1195291.5387 429 -278836.6108 -397186.5168 430 -799679.6048 -278836.6108 431 NA -799679.6048 > dum1 <- dum[2:length(myerror),] > dum1 lag(myerror, k = 1) myerror [1,] 3219486.3610 1559382.1240 [2,] 1316976.5266 3219486.3610 [3,] -3006346.2188 1316976.5266 [4,] -367191.0825 -3006346.2188 [5,] 58124.8679 -367191.0825 [6,] 2212.4809 58124.8679 [7,] 613640.7565 2212.4809 [8,] -244097.0091 613640.7565 [9,] 767206.3699 -244097.0091 [10,] -276783.0698 767206.3699 [11,] 469034.9237 -276783.0698 [12,] 912111.2466 469034.9237 [13,] -1813656.1773 912111.2466 [14,] 17121.3969 -1813656.1773 [15,] 561589.9066 17121.3969 [16,] -392968.6550 561589.9066 [17,] -64339.2419 -392968.6550 [18,] -147609.0330 -64339.2419 [19,] -307696.1383 -147609.0330 [20,] 139641.1243 -307696.1383 [21,] -248941.0390 139641.1243 [22,] -187930.2372 -248941.0390 [23,] -502685.5525 -187930.2372 [24,] -273494.3746 -502685.5525 [25,] -165338.3774 -273494.3746 [26,] -397060.1855 -165338.3774 [27,] -314108.1510 -397060.1855 [28,] 438513.2652 -314108.1510 [29,] 40866.8211 438513.2652 [30,] 174558.3890 40866.8211 [31,] -147551.9334 174558.3890 [32,] 98489.0883 -147551.9334 [33,] 9333.7365 98489.0883 [34,] -297071.3273 9333.7365 [35,] -465712.7664 -297071.3273 [36,] -503.6238 -465712.7664 [37,] 21502.3355 -503.6238 [38,] -162914.9788 21502.3355 [39,] -26382.5030 -162914.9788 [40,] 39197.1954 -26382.5030 [41,] -336941.6386 39197.1954 [42,] 102970.6058 -336941.6386 [43,] -164200.1884 102970.6058 [44,] -37599.3789 -164200.1884 [45,] -240022.4042 -37599.3789 [46,] -211638.3635 -240022.4042 [47,] -198733.9311 -211638.3635 [48,] -162764.7183 -198733.9311 [49,] -198167.6920 -162764.7183 [50,] -10172.6875 -198167.6920 [51,] -15652.9742 -10172.6875 [52,] -391777.7316 -15652.9742 [53,] -47008.1210 -391777.7316 [54,] -407114.0059 -47008.1210 [55,] 158694.2498 -407114.0059 [56,] 157658.4218 158694.2498 [57,] -17093.0133 157658.4218 [58,] 29662.1339 -17093.0133 [59,] -246820.5820 29662.1339 [60,] -154987.1448 -246820.5820 [61,] -98296.5473 -154987.1448 [62,] -143496.3063 -98296.5473 [63,] -117930.2557 -143496.3063 [64,] 94141.3178 -117930.2557 [65,] 85054.1162 94141.3178 [66,] -91122.9404 85054.1162 [67,] -86610.8068 -91122.9404 [68,] -89248.0610 -86610.8068 [69,] -145183.7168 -89248.0610 [70,] 16918.9103 -145183.7168 [71,] 63495.4408 16918.9103 [72,] -184187.0440 63495.4408 [73,] -57447.3363 -184187.0440 [74,] -149328.2290 -57447.3363 [75,] -27035.5362 -149328.2290 [76,] -66459.5557 -27035.5362 [77,] -31848.2961 -66459.5557 [78,] 87945.1537 -31848.2961 [79,] -46679.2297 87945.1537 [80,] 25210.4788 -46679.2297 [81,] -107039.8571 25210.4788 [82,] -71389.2716 -107039.8571 [83,] 79001.3082 -71389.2716 [84,] -64219.7230 79001.3082 [85,] -162390.0116 -64219.7230 [86,] 3461.1806 -162390.0116 [87,] 81721.3766 3461.1806 [88,] -70002.3326 81721.3766 [89,] -6295.7068 -70002.3326 [90,] -26834.3556 -6295.7068 [91,] -89252.9649 -26834.3556 [92,] 108382.8758 -89252.9649 [93,] -350163.4635 108382.8758 [94,] 195354.9034 -350163.4635 [95,] -42757.0653 195354.9034 [96,] -47277.4307 -42757.0653 [97,] -6488.8067 -47277.4307 [98,] -161515.9341 -6488.8067 [99,] 27978.6061 -161515.9341 [100,] -75472.9421 27978.6061 [101,] -87156.7202 -75472.9421 [102,] -112159.6626 -87156.7202 [103,] -33603.8601 -112159.6626 [104,] 31825.0501 -33603.8601 [105,] -43708.3939 31825.0501 [106,] -196431.7739 -43708.3939 [107,] -24151.3414 -196431.7739 [108,] -262899.4675 -24151.3414 [109,] -204462.3356 -262899.4675 [110,] 90212.0722 -204462.3356 [111,] -120314.5081 90212.0722 [112,] -241889.4258 -120314.5081 [113,] -168288.3944 -241889.4258 [114,] -15188.6548 -168288.3944 [115,] 102515.1909 -15188.6548 [116,] -17667.6225 102515.1909 [117,] 40424.0791 -17667.6225 [118,] -195303.7037 40424.0791 [119,] 64457.7881 -195303.7037 [120,] -320076.0226 64457.7881 [121,] 775.4535 -320076.0226 [122,] -26436.4370 775.4535 [123,] 62494.9877 -26436.4370 [124,] -102103.9437 62494.9877 [125,] -244215.1272 -102103.9437 [126,] 57619.6952 -244215.1272 [127,] 79535.7074 57619.6952 [128,] 36760.3084 79535.7074 [129,] 57216.9115 36760.3084 [130,] 110945.1043 57216.9115 [131,] 101007.1573 110945.1043 [132,] -1135.4498 101007.1573 [133,] 11317.4683 -1135.4498 [134,] 30592.5650 11317.4683 [135,] 181231.2433 30592.5650 [136,] 86246.7689 181231.2433 [137,] 71420.8796 86246.7689 [138,] 57220.3376 71420.8796 [139,] 78925.5282 57220.3376 [140,] 27326.2681 78925.5282 [141,] 56817.5539 27326.2681 [142,] 102382.0307 56817.5539 [143,] 43576.6836 102382.0307 [144,] 4460.6000 43576.6836 [145,] 25076.9885 4460.6000 [146,] 30193.2074 25076.9885 [147,] 180204.3464 30193.2074 [148,] 83679.0830 180204.3464 [149,] 70427.3078 83679.0830 [150,] 47520.2898 70427.3078 [151,] 67175.5227 47520.2898 [152,] 27926.6053 67175.5227 [153,] 34196.0012 27926.6053 [154,] 107085.0498 34196.0012 [155,] 42950.8845 107085.0498 [156,] -1934.1650 42950.8845 [157,] 9361.9570 -1934.1650 [158,] 36912.3878 9361.9570 [159,] 177922.6656 36912.3878 [160,] 83279.7253 177922.6656 [161,] 70622.1643 83279.7253 [162,] 56421.6223 70622.1643 [163,] 83601.2759 56421.6223 [164,] 27524.5756 83601.2759 [165,] 56018.8386 27524.5756 [166,] 106640.0504 56018.8386 [167,] 146863.4910 106640.0504 [168,] -2333.5227 146863.4910 [169,] 12187.0581 -2333.5227 [170,] 29394.4921 12187.0581 [171,] 174437.8893 29394.4921 [172,] 82880.3677 174437.8893 [173,] 67823.9325 82880.3677 [174,] 56022.2646 67823.9325 [175,] 77666.3580 56022.2646 [176,] 27127.8901 77666.3580 [177,] -25384.8721 27127.8901 [178,] 106240.6928 -25384.8721 [179,] 42152.1693 106240.6928 [180,] 10572.2577 42152.1693 [181,] -91992.7523 10572.2577 [182,] 54567.9171 -91992.7523 [183,] 34750.1699 54567.9171 [184,] 1860.2953 34750.1699 [185,] -17583.4095 1860.2953 [186,] -19283.0027 -17583.4095 [187,] 73886.6124 -19283.0027 [188,] -13283.6223 73886.6124 [189,] 55220.1234 -13283.6223 [190,] 110553.7260 55220.1234 [191,] 41752.8116 110553.7260 [192,] -1075.2154 41752.8116 [193,] 11388.3428 -1075.2154 [194,] 28291.4501 11388.3428 [195,] 96973.8085 28291.4501 [196,] -137338.0361 96973.8085 [197,] -10326.6928 -137338.0361 [198,] -24527.2348 -10326.6928 [199,] -82017.9469 -24527.2348 [200,] -53421.6094 -82017.9469 [201,] -24930.0185 -53421.6094 [202,] 25691.1933 -24930.0185 [203,] -9968.9404 25691.1933 [204,] -171156.9114 -9968.9404 [205,] -70568.1759 -171156.9114 [206,] -67041.3728 -70568.1759 [207,] 96574.4509 -67041.3728 [208,] 61264.8860 96574.4509 [209,] -10726.0504 61264.8860 [210,] 54824.1917 -10726.0504 [211,] 76529.3824 54824.1917 [212,] 41602.3143 76529.3824 [213,] 31945.2229 41602.3143 [214,] 86180.3762 31945.2229 [215,] 40954.0963 86180.3762 [216,] -481.6499 40954.0963 [217,] 14565.1699 -481.6499 [218,] 27797.0616 14565.1699 [219,] 180964.6773 27797.0616 [220,] 48481.7709 180964.6773 [221,] 68625.3761 48481.7709 [222,] 55310.6017 68625.3761 [223,] 76130.0247 55310.6017 [224,] 25815.3369 76130.0247 [225,] 58518.9376 25815.3369 [226,] 104643.2622 58518.9376 [227,] 40554.7387 104643.2622 [228,] -30779.0600 40554.7387 [229,] 10190.2699 -30779.0600 [230,] 6028.6918 10190.2699 [231,] 175526.5198 6028.6918 [232,] 80883.5795 175526.5198 [233,] 69429.7276 80883.5795 [234,] 54025.4765 69429.7276 [235,] 75977.6294 54025.4765 [236,] 25131.1019 75977.6294 [237,] 56557.0814 25131.1019 [238,] 104243.9046 56557.0814 [239,] 40155.3811 104243.9046 [240,] -4729.6685 40155.3811 [241,] 12619.6182 -4729.6685 [242,] 26998.3463 12619.6182 [243,] 180305.4857 26998.3463 [244,] -7034.8025 180305.4857 [245,] -11924.1233 -7034.8025 [246,] -26124.6654 -11924.1233 [247,] 67052.9749 -26124.6654 [248,] -55019.0399 67052.9749 [249,] -26527.4490 -55019.0399 [250,] 111246.1796 -26527.4490 [251,] -39994.7608 111246.1796 [252,] -28722.6998 -39994.7608 [253,] -11443.7872 -28722.6998 [254,] -26268.4696 -11443.7872 [255,] 174727.8045 -26268.4696 [256,] 103716.9431 174727.8045 [257,] 107681.0092 103716.9431 [258,] -26524.0230 107681.0092 [259,] 74931.9518 -26524.0230 [260,] -55418.3976 74931.9518 [261,] -26926.8066 -55418.3976 [262,] 83049.3179 -26926.8066 [263,] 47905.3055 83049.3179 [264,] -85279.1680 47905.3055 [265,] 8992.1970 -85279.1680 [266,] -53551.1532 8992.1970 [267,] 176653.6049 -53551.1532 [268,] -65.2776 176653.6049 [269,] 44960.5327 -65.2776 [270,] -26923.3806 44960.5327 [271,] -5218.1900 -26923.3806 [272,] -55817.7552 -5218.1900 [273,] 50841.1017 -55817.7552 [274,] 103045.8317 50841.1017 [275,] 47762.1019 103045.8317 [276,] 654.0813 47762.1019 [277,] 8592.8394 654.0813 [278,] -66396.4955 8592.8394 [279,] 152290.5768 -66396.4955 [280,] -464.6352 152290.5768 [281,] 66628.5880 -464.6352 [282,] 90639.6794 66628.5880 [283,] 74133.2365 90639.6794 [284,] -12959.0918 74133.2365 [285,] 52025.2623 -12959.0918 [286,] 22895.6899 52025.2623 [287,] 37480.5295 22895.6899 [288,] -86077.8832 37480.5295 [289,] 38632.1684 -86077.8832 [290,] -54349.8684 38632.1684 [291,] 182986.2128 -54349.8684 [292,] 50920.9047 182986.2128 [293,] 66229.2303 50920.9047 [294,] 55605.5674 66229.2303 [295,] 28578.8406 55605.5674 [296,] 23134.3137 28578.8406 [297,] -28124.8796 23134.3137 [298,] 102247.1164 -28124.8796 [299,] 38158.5929 102247.1164 [300,] -87234.8524 38158.5929 [301,] -6156.9831 -87234.8524 [302,] 25001.5581 -6156.9831 [303,] 93379.5898 25001.5581 [304,] 116987.5958 93379.5898 [305,] 69851.0939 116987.5958 [306,] -28121.4535 69851.0939 [307,] -14683.7381 -28121.4535 [308,] 44669.5805 -14683.7381 [309,] -28524.2372 44669.5805 [310,] 22096.9746 -28524.2372 [311,] 15728.1348 22096.9746 [312,] -86876.5985 15728.1348 [313,] -75580.8618 -86876.5985 [314,] 26509.6285 -75580.8618 [315,] 173492.7836 26509.6285 [316,] 79709.6339 173492.7836 [317,] 51181.9059 79709.6339 [318,] 53935.6237 51181.9059 [319,] 72935.1636 53935.6237 [320,] 22335.5984 72935.1636 [321,] 50827.1894 22335.5984 [322,] 101448.4011 50827.1894 [323,] -42390.9066 101448.4011 [324,] -7525.1720 -42390.9066 [325,] 4409.5701 -7525.1720 [326,] -55547.9414 4409.5701 [327,] 92580.8745 -55547.9414 [328,] 77688.7184 92580.8745 [329,] 65031.1574 77688.7184 [330,] 50830.6154 65031.1574 [331,] 72535.8060 50830.6154 [332,] 21936.2408 72535.8060 [333,] 50430.3128 21936.2408 [334,] 101915.3553 50430.3128 [335,] 36960.5200 101915.3553 [336,] -9149.9613 36960.5200 [337,] 6596.0512 -9149.9613 [338,] 23138.1773 6596.0512 [339,] 175892.7380 23138.1773 [340,] 57987.9338 175892.7380 [341,] 64631.7998 57987.9338 [342,] 50431.2577 64631.7998 [343,] 72136.4484 50431.2577 [344,] 21536.8832 72136.4484 [345,] 50028.4741 21536.8832 [346,] 92659.4641 50028.4741 [347,] 36561.1623 92659.4641 [348,] -8323.8872 36561.1623 [349,] 6196.6935 -8323.8872 [350,] 24131.6419 6196.6935 [351,] 172759.1919 24131.6419 [352,] 78322.9168 172759.1919 [353,] 54266.9516 78322.9168 [354,] 50031.9001 54266.9516 [355,] 71737.0907 50031.9001 [356,] -13162.0903 71737.0907 [357,] 49629.1164 -13162.0903 [358,] 100250.3282 49629.1164 [359,] 36161.8047 100250.3282 [360,] -6936.7112 36161.8047 [361,] 5797.3359 -6936.7112 [362,] 23004.7699 5797.3359 [363,] 82172.0736 23004.7699 [364,] 75012.8225 82172.0736 [365,] 63833.0845 75012.8225 [366,] 49632.5425 63833.0845 [367,] 71337.7331 49632.5425 [368,] 20738.1679 71337.7331 [369,] 49229.7588 20738.1679 [370,] 99850.9706 49229.7588 [371,] 38492.1934 99850.9706 [372,] -49897.4353 38492.1934 [373,] -21610.5108 -49897.4353 [374,] 22605.4123 -21610.5108 [375,] 170734.2282 22605.4123 [376,] 88436.6202 170734.2282 [377,] 48186.2337 88436.6202 [378,] 49233.1848 48186.2337 [379,] 70938.3755 49233.1848 [380,] 20338.8102 70938.3755 [381,] 40858.6605 20338.8102 [382,] 152858.5696 40858.6605 [383,] 35363.0894 152858.5696 [384,] -7636.9399 35363.0894 [385,] -152062.9544 -7636.9399 [386,] 26878.5157 -152062.9544 [387,] 154494.8296 26878.5157 [388,] 73866.2132 154494.8296 [389,] 43678.0849 73866.2132 [390,] 45460.1314 43678.0849 [391,] 50020.7238 45460.1314 [392,] -17867.1035 50020.7238 [393,] 64608.0722 -17867.1035 [394,] -192929.4043 64608.0722 [395,] 7325.0672 -192929.4043 [396,] -173842.2880 7325.0672 [397,] -66961.9915 -173842.2880 [398,] -4978.1456 -66961.9915 [399,] 84161.6197 -4978.1456 [400,] 36945.7457 84161.6197 [401,] 52253.7733 36945.7457 [402,] 27767.4174 52253.7733 [403,] -92345.5438 27767.4174 [404,] -14294.8941 -92345.5438 [405,] -4643.4801 -14294.8941 [406,] 82458.6994 -4643.4801 [407,] 14013.2055 82458.6994 [408,] -32672.7658 14013.2055 [409,] -71588.7820 -32672.7658 [410,] -24342.8319 -71588.7820 [411,] -114359.6437 -24342.8319 [412,] -34348.3071 -114359.6437 [413,] -158884.3866 -34348.3071 [414,] -64220.2473 -158884.3866 [415,] -25464.5040 -64220.2473 [416,] 101931.1580 -25464.5040 [417,] -85882.5624 101931.1580 [418,] 46592.5195 -85882.5624 [419,] -34652.7350 46592.5195 [420,] -132968.7551 -34652.7350 [421,] -153473.7950 -132968.7551 [422,] -466415.9626 -153473.7950 [423,] -356872.4710 -466415.9626 [424,] -52907.5755 -356872.4710 [425,] -205270.7298 -52907.5755 [426,] -314466.3688 -205270.7298 [427,] -1195291.5387 -314466.3688 [428,] -397186.5168 -1195291.5387 [429,] -278836.6108 -397186.5168 [430,] -799679.6048 -278836.6108 > z <- as.data.frame(dum1) > z lag(myerror, k = 1) myerror 1 3219486.3610 1559382.1240 2 1316976.5266 3219486.3610 3 -3006346.2188 1316976.5266 4 -367191.0825 -3006346.2188 5 58124.8679 -367191.0825 6 2212.4809 58124.8679 7 613640.7565 2212.4809 8 -244097.0091 613640.7565 9 767206.3699 -244097.0091 10 -276783.0698 767206.3699 11 469034.9237 -276783.0698 12 912111.2466 469034.9237 13 -1813656.1773 912111.2466 14 17121.3969 -1813656.1773 15 561589.9066 17121.3969 16 -392968.6550 561589.9066 17 -64339.2419 -392968.6550 18 -147609.0330 -64339.2419 19 -307696.1383 -147609.0330 20 139641.1243 -307696.1383 21 -248941.0390 139641.1243 22 -187930.2372 -248941.0390 23 -502685.5525 -187930.2372 24 -273494.3746 -502685.5525 25 -165338.3774 -273494.3746 26 -397060.1855 -165338.3774 27 -314108.1510 -397060.1855 28 438513.2652 -314108.1510 29 40866.8211 438513.2652 30 174558.3890 40866.8211 31 -147551.9334 174558.3890 32 98489.0883 -147551.9334 33 9333.7365 98489.0883 34 -297071.3273 9333.7365 35 -465712.7664 -297071.3273 36 -503.6238 -465712.7664 37 21502.3355 -503.6238 38 -162914.9788 21502.3355 39 -26382.5030 -162914.9788 40 39197.1954 -26382.5030 41 -336941.6386 39197.1954 42 102970.6058 -336941.6386 43 -164200.1884 102970.6058 44 -37599.3789 -164200.1884 45 -240022.4042 -37599.3789 46 -211638.3635 -240022.4042 47 -198733.9311 -211638.3635 48 -162764.7183 -198733.9311 49 -198167.6920 -162764.7183 50 -10172.6875 -198167.6920 51 -15652.9742 -10172.6875 52 -391777.7316 -15652.9742 53 -47008.1210 -391777.7316 54 -407114.0059 -47008.1210 55 158694.2498 -407114.0059 56 157658.4218 158694.2498 57 -17093.0133 157658.4218 58 29662.1339 -17093.0133 59 -246820.5820 29662.1339 60 -154987.1448 -246820.5820 61 -98296.5473 -154987.1448 62 -143496.3063 -98296.5473 63 -117930.2557 -143496.3063 64 94141.3178 -117930.2557 65 85054.1162 94141.3178 66 -91122.9404 85054.1162 67 -86610.8068 -91122.9404 68 -89248.0610 -86610.8068 69 -145183.7168 -89248.0610 70 16918.9103 -145183.7168 71 63495.4408 16918.9103 72 -184187.0440 63495.4408 73 -57447.3363 -184187.0440 74 -149328.2290 -57447.3363 75 -27035.5362 -149328.2290 76 -66459.5557 -27035.5362 77 -31848.2961 -66459.5557 78 87945.1537 -31848.2961 79 -46679.2297 87945.1537 80 25210.4788 -46679.2297 81 -107039.8571 25210.4788 82 -71389.2716 -107039.8571 83 79001.3082 -71389.2716 84 -64219.7230 79001.3082 85 -162390.0116 -64219.7230 86 3461.1806 -162390.0116 87 81721.3766 3461.1806 88 -70002.3326 81721.3766 89 -6295.7068 -70002.3326 90 -26834.3556 -6295.7068 91 -89252.9649 -26834.3556 92 108382.8758 -89252.9649 93 -350163.4635 108382.8758 94 195354.9034 -350163.4635 95 -42757.0653 195354.9034 96 -47277.4307 -42757.0653 97 -6488.8067 -47277.4307 98 -161515.9341 -6488.8067 99 27978.6061 -161515.9341 100 -75472.9421 27978.6061 101 -87156.7202 -75472.9421 102 -112159.6626 -87156.7202 103 -33603.8601 -112159.6626 104 31825.0501 -33603.8601 105 -43708.3939 31825.0501 106 -196431.7739 -43708.3939 107 -24151.3414 -196431.7739 108 -262899.4675 -24151.3414 109 -204462.3356 -262899.4675 110 90212.0722 -204462.3356 111 -120314.5081 90212.0722 112 -241889.4258 -120314.5081 113 -168288.3944 -241889.4258 114 -15188.6548 -168288.3944 115 102515.1909 -15188.6548 116 -17667.6225 102515.1909 117 40424.0791 -17667.6225 118 -195303.7037 40424.0791 119 64457.7881 -195303.7037 120 -320076.0226 64457.7881 121 775.4535 -320076.0226 122 -26436.4370 775.4535 123 62494.9877 -26436.4370 124 -102103.9437 62494.9877 125 -244215.1272 -102103.9437 126 57619.6952 -244215.1272 127 79535.7074 57619.6952 128 36760.3084 79535.7074 129 57216.9115 36760.3084 130 110945.1043 57216.9115 131 101007.1573 110945.1043 132 -1135.4498 101007.1573 133 11317.4683 -1135.4498 134 30592.5650 11317.4683 135 181231.2433 30592.5650 136 86246.7689 181231.2433 137 71420.8796 86246.7689 138 57220.3376 71420.8796 139 78925.5282 57220.3376 140 27326.2681 78925.5282 141 56817.5539 27326.2681 142 102382.0307 56817.5539 143 43576.6836 102382.0307 144 4460.6000 43576.6836 145 25076.9885 4460.6000 146 30193.2074 25076.9885 147 180204.3464 30193.2074 148 83679.0830 180204.3464 149 70427.3078 83679.0830 150 47520.2898 70427.3078 151 67175.5227 47520.2898 152 27926.6053 67175.5227 153 34196.0012 27926.6053 154 107085.0498 34196.0012 155 42950.8845 107085.0498 156 -1934.1650 42950.8845 157 9361.9570 -1934.1650 158 36912.3878 9361.9570 159 177922.6656 36912.3878 160 83279.7253 177922.6656 161 70622.1643 83279.7253 162 56421.6223 70622.1643 163 83601.2759 56421.6223 164 27524.5756 83601.2759 165 56018.8386 27524.5756 166 106640.0504 56018.8386 167 146863.4910 106640.0504 168 -2333.5227 146863.4910 169 12187.0581 -2333.5227 170 29394.4921 12187.0581 171 174437.8893 29394.4921 172 82880.3677 174437.8893 173 67823.9325 82880.3677 174 56022.2646 67823.9325 175 77666.3580 56022.2646 176 27127.8901 77666.3580 177 -25384.8721 27127.8901 178 106240.6928 -25384.8721 179 42152.1693 106240.6928 180 10572.2577 42152.1693 181 -91992.7523 10572.2577 182 54567.9171 -91992.7523 183 34750.1699 54567.9171 184 1860.2953 34750.1699 185 -17583.4095 1860.2953 186 -19283.0027 -17583.4095 187 73886.6124 -19283.0027 188 -13283.6223 73886.6124 189 55220.1234 -13283.6223 190 110553.7260 55220.1234 191 41752.8116 110553.7260 192 -1075.2154 41752.8116 193 11388.3428 -1075.2154 194 28291.4501 11388.3428 195 96973.8085 28291.4501 196 -137338.0361 96973.8085 197 -10326.6928 -137338.0361 198 -24527.2348 -10326.6928 199 -82017.9469 -24527.2348 200 -53421.6094 -82017.9469 201 -24930.0185 -53421.6094 202 25691.1933 -24930.0185 203 -9968.9404 25691.1933 204 -171156.9114 -9968.9404 205 -70568.1759 -171156.9114 206 -67041.3728 -70568.1759 207 96574.4509 -67041.3728 208 61264.8860 96574.4509 209 -10726.0504 61264.8860 210 54824.1917 -10726.0504 211 76529.3824 54824.1917 212 41602.3143 76529.3824 213 31945.2229 41602.3143 214 86180.3762 31945.2229 215 40954.0963 86180.3762 216 -481.6499 40954.0963 217 14565.1699 -481.6499 218 27797.0616 14565.1699 219 180964.6773 27797.0616 220 48481.7709 180964.6773 221 68625.3761 48481.7709 222 55310.6017 68625.3761 223 76130.0247 55310.6017 224 25815.3369 76130.0247 225 58518.9376 25815.3369 226 104643.2622 58518.9376 227 40554.7387 104643.2622 228 -30779.0600 40554.7387 229 10190.2699 -30779.0600 230 6028.6918 10190.2699 231 175526.5198 6028.6918 232 80883.5795 175526.5198 233 69429.7276 80883.5795 234 54025.4765 69429.7276 235 75977.6294 54025.4765 236 25131.1019 75977.6294 237 56557.0814 25131.1019 238 104243.9046 56557.0814 239 40155.3811 104243.9046 240 -4729.6685 40155.3811 241 12619.6182 -4729.6685 242 26998.3463 12619.6182 243 180305.4857 26998.3463 244 -7034.8025 180305.4857 245 -11924.1233 -7034.8025 246 -26124.6654 -11924.1233 247 67052.9749 -26124.6654 248 -55019.0399 67052.9749 249 -26527.4490 -55019.0399 250 111246.1796 -26527.4490 251 -39994.7608 111246.1796 252 -28722.6998 -39994.7608 253 -11443.7872 -28722.6998 254 -26268.4696 -11443.7872 255 174727.8045 -26268.4696 256 103716.9431 174727.8045 257 107681.0092 103716.9431 258 -26524.0230 107681.0092 259 74931.9518 -26524.0230 260 -55418.3976 74931.9518 261 -26926.8066 -55418.3976 262 83049.3179 -26926.8066 263 47905.3055 83049.3179 264 -85279.1680 47905.3055 265 8992.1970 -85279.1680 266 -53551.1532 8992.1970 267 176653.6049 -53551.1532 268 -65.2776 176653.6049 269 44960.5327 -65.2776 270 -26923.3806 44960.5327 271 -5218.1900 -26923.3806 272 -55817.7552 -5218.1900 273 50841.1017 -55817.7552 274 103045.8317 50841.1017 275 47762.1019 103045.8317 276 654.0813 47762.1019 277 8592.8394 654.0813 278 -66396.4955 8592.8394 279 152290.5768 -66396.4955 280 -464.6352 152290.5768 281 66628.5880 -464.6352 282 90639.6794 66628.5880 283 74133.2365 90639.6794 284 -12959.0918 74133.2365 285 52025.2623 -12959.0918 286 22895.6899 52025.2623 287 37480.5295 22895.6899 288 -86077.8832 37480.5295 289 38632.1684 -86077.8832 290 -54349.8684 38632.1684 291 182986.2128 -54349.8684 292 50920.9047 182986.2128 293 66229.2303 50920.9047 294 55605.5674 66229.2303 295 28578.8406 55605.5674 296 23134.3137 28578.8406 297 -28124.8796 23134.3137 298 102247.1164 -28124.8796 299 38158.5929 102247.1164 300 -87234.8524 38158.5929 301 -6156.9831 -87234.8524 302 25001.5581 -6156.9831 303 93379.5898 25001.5581 304 116987.5958 93379.5898 305 69851.0939 116987.5958 306 -28121.4535 69851.0939 307 -14683.7381 -28121.4535 308 44669.5805 -14683.7381 309 -28524.2372 44669.5805 310 22096.9746 -28524.2372 311 15728.1348 22096.9746 312 -86876.5985 15728.1348 313 -75580.8618 -86876.5985 314 26509.6285 -75580.8618 315 173492.7836 26509.6285 316 79709.6339 173492.7836 317 51181.9059 79709.6339 318 53935.6237 51181.9059 319 72935.1636 53935.6237 320 22335.5984 72935.1636 321 50827.1894 22335.5984 322 101448.4011 50827.1894 323 -42390.9066 101448.4011 324 -7525.1720 -42390.9066 325 4409.5701 -7525.1720 326 -55547.9414 4409.5701 327 92580.8745 -55547.9414 328 77688.7184 92580.8745 329 65031.1574 77688.7184 330 50830.6154 65031.1574 331 72535.8060 50830.6154 332 21936.2408 72535.8060 333 50430.3128 21936.2408 334 101915.3553 50430.3128 335 36960.5200 101915.3553 336 -9149.9613 36960.5200 337 6596.0512 -9149.9613 338 23138.1773 6596.0512 339 175892.7380 23138.1773 340 57987.9338 175892.7380 341 64631.7998 57987.9338 342 50431.2577 64631.7998 343 72136.4484 50431.2577 344 21536.8832 72136.4484 345 50028.4741 21536.8832 346 92659.4641 50028.4741 347 36561.1623 92659.4641 348 -8323.8872 36561.1623 349 6196.6935 -8323.8872 350 24131.6419 6196.6935 351 172759.1919 24131.6419 352 78322.9168 172759.1919 353 54266.9516 78322.9168 354 50031.9001 54266.9516 355 71737.0907 50031.9001 356 -13162.0903 71737.0907 357 49629.1164 -13162.0903 358 100250.3282 49629.1164 359 36161.8047 100250.3282 360 -6936.7112 36161.8047 361 5797.3359 -6936.7112 362 23004.7699 5797.3359 363 82172.0736 23004.7699 364 75012.8225 82172.0736 365 63833.0845 75012.8225 366 49632.5425 63833.0845 367 71337.7331 49632.5425 368 20738.1679 71337.7331 369 49229.7588 20738.1679 370 99850.9706 49229.7588 371 38492.1934 99850.9706 372 -49897.4353 38492.1934 373 -21610.5108 -49897.4353 374 22605.4123 -21610.5108 375 170734.2282 22605.4123 376 88436.6202 170734.2282 377 48186.2337 88436.6202 378 49233.1848 48186.2337 379 70938.3755 49233.1848 380 20338.8102 70938.3755 381 40858.6605 20338.8102 382 152858.5696 40858.6605 383 35363.0894 152858.5696 384 -7636.9399 35363.0894 385 -152062.9544 -7636.9399 386 26878.5157 -152062.9544 387 154494.8296 26878.5157 388 73866.2132 154494.8296 389 43678.0849 73866.2132 390 45460.1314 43678.0849 391 50020.7238 45460.1314 392 -17867.1035 50020.7238 393 64608.0722 -17867.1035 394 -192929.4043 64608.0722 395 7325.0672 -192929.4043 396 -173842.2880 7325.0672 397 -66961.9915 -173842.2880 398 -4978.1456 -66961.9915 399 84161.6197 -4978.1456 400 36945.7457 84161.6197 401 52253.7733 36945.7457 402 27767.4174 52253.7733 403 -92345.5438 27767.4174 404 -14294.8941 -92345.5438 405 -4643.4801 -14294.8941 406 82458.6994 -4643.4801 407 14013.2055 82458.6994 408 -32672.7658 14013.2055 409 -71588.7820 -32672.7658 410 -24342.8319 -71588.7820 411 -114359.6437 -24342.8319 412 -34348.3071 -114359.6437 413 -158884.3866 -34348.3071 414 -64220.2473 -158884.3866 415 -25464.5040 -64220.2473 416 101931.1580 -25464.5040 417 -85882.5624 101931.1580 418 46592.5195 -85882.5624 419 -34652.7350 46592.5195 420 -132968.7551 -34652.7350 421 -153473.7950 -132968.7551 422 -466415.9626 -153473.7950 423 -356872.4710 -466415.9626 424 -52907.5755 -356872.4710 425 -205270.7298 -52907.5755 426 -314466.3688 -205270.7298 427 -1195291.5387 -314466.3688 428 -397186.5168 -1195291.5387 429 -278836.6108 -397186.5168 430 -799679.6048 -278836.6108 > plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals') > lines(lowess(z)) > abline(lm(z)) > grid() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/73lkm1291311351.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/83lkm1291311351.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/9wuk71291311351.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0)) > plot(mylm, las = 1, sub='Residual Diagnostics') > par(opar) > dev.off() null device 1 > if (n > n25) { + postscript(file="/var/www/html/freestat/rcomp/tmp/10wuk71291311351.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint') + grid() + dev.off() + } null device 1 > > #Note: the /var/www/html/freestat/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/html/freestat/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE) > a<-table.row.end(a) > myeq <- colnames(x)[1] > myeq <- paste(myeq, '[t] = ', sep='') > for (i in 1:k){ + if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '') + myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ') + if (rownames(mysum$coefficients)[i] != '(Intercept)') { + myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='') + if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='') + } + } > myeq <- paste(myeq, ' + e[t]') > a<-table.row.start(a) > a<-table.element(a, myeq) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/html/freestat/rcomp/tmp/11zdiv1291311351.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Variable',header=TRUE) > a<-table.element(a,'Parameter',header=TRUE) > a<-table.element(a,'S.D.',header=TRUE) > a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE) > a<-table.element(a,'2-tail p-value',header=TRUE) > a<-table.element(a,'1-tail p-value',header=TRUE) > a<-table.row.end(a) > for (i in 1:k){ + a<-table.row.start(a) + a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE) + a<-table.element(a,mysum$coefficients[i,1]) + a<-table.element(a, round(mysum$coefficients[i,2],6)) + a<-table.element(a, round(mysum$coefficients[i,3],4)) + a<-table.element(a, round(mysum$coefficients[i,4],6)) + a<-table.element(a, round(mysum$coefficients[i,4]/2,6)) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/html/freestat/rcomp/tmp/123vzj1291311351.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Multiple R',1,TRUE) > a<-table.element(a, sqrt(mysum$r.squared)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'R-squared',1,TRUE) > a<-table.element(a, mysum$r.squared) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Adjusted R-squared',1,TRUE) > a<-table.element(a, mysum$adj.r.squared) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (value)',1,TRUE) > a<-table.element(a, mysum$fstatistic[1]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE) > a<-table.element(a, mysum$fstatistic[2]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE) > a<-table.element(a, mysum$fstatistic[3]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'p-value',1,TRUE) > a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3])) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Residual Standard Deviation',1,TRUE) > a<-table.element(a, mysum$sigma) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Sum Squared Residuals',1,TRUE) > a<-table.element(a, sum(myerror*myerror)) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/html/freestat/rcomp/tmp/139eed1291311351.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Time or Index', 1, TRUE) > a<-table.element(a, 'Actuals', 1, TRUE) > a<-table.element(a, 'Interpolation
Forecast', 1, TRUE) > a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE) > a<-table.row.end(a) > for (i in 1:n) { + a<-table.row.start(a) + a<-table.element(a,i, 1, TRUE) + a<-table.element(a,x[i]) + a<-table.element(a,x[i]-mysum$resid[i]) + a<-table.element(a,mysum$resid[i]) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/html/freestat/rcomp/tmp/142ody1291311351.tab") > if (n > n25) { + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'p-values',header=TRUE) + a<-table.element(a,'Alternative Hypothesis',3,header=TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'breakpoint index',header=TRUE) + a<-table.element(a,'greater',header=TRUE) + a<-table.element(a,'2-sided',header=TRUE) + a<-table.element(a,'less',header=TRUE) + a<-table.row.end(a) + for (mypoint in kp3:nmkm3) { + a<-table.row.start(a) + a<-table.element(a,mypoint,header=TRUE) + a<-table.element(a,gqarr[mypoint-kp3+1,1]) + a<-table.element(a,gqarr[mypoint-kp3+1,2]) + a<-table.element(a,gqarr[mypoint-kp3+1,3]) + a<-table.row.end(a) + } + a<-table.end(a) + table.save(a,file="/var/www/html/freestat/rcomp/tmp/15not41291311351.tab") + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'Description',header=TRUE) + a<-table.element(a,'# significant tests',header=TRUE) + a<-table.element(a,'% significant tests',header=TRUE) + a<-table.element(a,'OK/NOK',header=TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'1% type I error level',header=TRUE) + a<-table.element(a,numsignificant1) + a<-table.element(a,numsignificant1/numgqtests) + if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK' + a<-table.element(a,dum) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'5% type I error level',header=TRUE) + a<-table.element(a,numsignificant5) + a<-table.element(a,numsignificant5/numgqtests) + if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK' + a<-table.element(a,dum) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'10% type I error level',header=TRUE) + a<-table.element(a,numsignificant10) + a<-table.element(a,numsignificant10/numgqtests) + if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK' + a<-table.element(a,dum) + a<-table.row.end(a) + a<-table.end(a) + table.save(a,file="/var/www/html/freestat/rcomp/tmp/161g9u1291311351.tab") + } > > try(system("convert tmp/1ptne1291311351.ps tmp/1ptne1291311351.png",intern=TRUE)) character(0) > try(system("convert tmp/2il4z1291311351.ps tmp/2il4z1291311351.png",intern=TRUE)) character(0) > try(system("convert tmp/3il4z1291311351.ps tmp/3il4z1291311351.png",intern=TRUE)) character(0) > try(system("convert tmp/4il4z1291311351.ps tmp/4il4z1291311351.png",intern=TRUE)) character(0) > try(system("convert tmp/5su321291311351.ps tmp/5su321291311351.png",intern=TRUE)) character(0) > try(system("convert tmp/6su321291311351.ps tmp/6su321291311351.png",intern=TRUE)) character(0) > try(system("convert tmp/73lkm1291311351.ps tmp/73lkm1291311351.png",intern=TRUE)) character(0) > try(system("convert tmp/83lkm1291311351.ps tmp/83lkm1291311351.png",intern=TRUE)) character(0) > try(system("convert tmp/9wuk71291311351.ps tmp/9wuk71291311351.png",intern=TRUE)) character(0) > try(system("convert tmp/10wuk71291311351.ps tmp/10wuk71291311351.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 16.210 3.221 16.583