R version 2.15.2 (2012-10-26) -- "Trick or Treat" Copyright (C) 2012 The R Foundation for Statistical Computing ISBN 3-900051-07-0 Platform: i686-pc-linux-gnu (32-bit) 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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,'sch17' + ,'sch40' + ,'sch10' + ,'sch01' + ,'hak3' + ,'hak5' + ,'hak0' + ,'hak6' + ,'hak8' + ,'hak7' + ,'hak4' + ,'type0' + ,'type1' + ,'type3' + ,'hak3_type0' + ,'hak5_type0' + ,'hak5_type1') + ,1:521)) > y <- array(NA,dim=c(26,521),dimnames=list(c('y','c2','scha05','sch06','sch31','sch00','sch53','sch16','sch41','sch17','sch40','sch10','sch01','hak3','hak5','hak0','hak6','hak8','hak7','hak4','type0','type1','type3','hak3_type0','hak5_type0','hak5_type1'),1:521)) > 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 = '1' > library(lattice) > library(lmtest) Loading required package: zoo Attaching package: 'zoo' The following object(s) are masked from 'package:base': as.Date, 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 y c2 scha05 sch06 sch31 sch00 sch53 sch16 sch41 sch17 sch40 sch10 sch01 1 8 1 1 0 0 0 0 0 0 0 0 0 0 2 9 1 1 0 0 0 0 0 0 0 0 0 0 3 8 1 0 1 0 0 0 0 0 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0 0 0 0 1 0 0 0 0 1 0 0 519 0 0 0 0 1 0 0 0 0 1 0 0 520 0 0 0 0 1 0 0 0 0 1 0 0 521 0 0 0 0 0 0 0 1 0 0 0 0 hak5_type1 1 0 2 0 3 0 4 0 5 0 6 0 7 0 8 0 9 0 10 0 11 0 12 0 13 0 14 0 15 0 16 0 17 0 18 0 19 0 20 0 21 0 22 0 23 0 24 0 25 0 26 0 27 0 28 0 29 0 30 0 31 0 32 0 33 0 34 0 35 0 36 0 37 0 38 0 39 0 40 0 41 0 42 0 43 0 44 0 45 0 46 0 47 0 48 0 49 0 50 0 51 0 52 0 53 0 54 0 55 0 56 0 57 0 58 0 59 0 60 0 61 0 62 0 63 0 64 0 65 0 66 0 67 0 68 0 69 0 70 0 71 0 72 0 73 0 74 0 75 0 76 0 77 0 78 0 79 0 80 0 81 0 82 0 83 0 84 0 85 0 86 0 87 0 88 0 89 0 90 0 91 0 92 0 93 0 94 0 95 0 96 0 97 0 98 0 99 0 100 0 101 0 102 0 103 0 104 0 105 0 106 0 107 0 108 0 109 0 110 0 111 0 112 0 113 0 114 0 115 0 116 0 117 0 118 0 119 0 120 0 121 0 122 0 123 0 124 0 125 0 126 0 127 0 128 0 129 0 130 0 131 0 132 0 133 0 134 0 135 0 136 0 137 0 138 0 139 0 140 0 141 0 142 0 143 0 144 0 145 0 146 0 147 0 148 0 149 0 150 0 151 0 152 0 153 0 154 0 155 0 156 0 157 0 158 0 159 0 160 0 161 0 162 0 163 0 164 0 165 0 166 0 167 0 168 0 169 0 170 0 171 0 172 0 173 0 174 0 175 0 176 0 177 0 178 0 179 0 180 0 181 0 182 0 183 0 184 0 185 0 186 0 187 0 188 0 189 0 190 0 191 0 192 0 193 0 194 0 195 0 196 0 197 0 198 0 199 0 200 0 201 0 202 0 203 0 204 0 205 0 206 0 207 0 208 0 209 0 210 0 211 0 212 0 213 0 214 0 215 0 216 0 217 0 218 0 219 0 220 0 221 0 222 0 223 0 224 0 225 0 226 0 227 0 228 1 229 0 230 0 231 0 232 1 233 0 234 1 235 0 236 0 237 0 238 0 239 0 240 0 241 0 242 0 243 0 244 0 245 0 246 0 247 0 248 0 249 0 250 0 251 0 252 0 253 0 254 0 255 0 256 0 257 0 258 0 259 0 260 0 261 0 262 0 263 0 264 0 265 0 266 0 267 0 268 0 269 0 270 0 271 0 272 0 273 0 274 0 275 0 276 0 277 0 278 0 279 0 280 0 281 0 282 0 283 0 284 0 285 0 286 0 287 0 288 0 289 0 290 0 291 0 292 0 293 0 294 0 295 0 296 0 297 0 298 0 299 0 300 0 301 0 302 0 303 0 304 0 305 0 306 0 307 0 308 0 309 0 310 0 311 0 312 0 313 0 314 0 315 0 316 0 317 0 318 0 319 0 320 0 321 0 322 0 323 0 324 0 325 0 326 0 327 0 328 0 329 0 330 0 331 0 332 0 333 0 334 0 335 0 336 0 337 0 338 0 339 0 340 0 341 0 342 1 343 0 344 0 345 0 346 0 347 0 348 0 349 0 350 0 351 1 352 0 353 0 354 0 355 0 356 0 357 0 358 0 359 0 360 0 361 0 362 0 363 0 364 0 365 0 366 0 367 0 368 0 369 0 370 0 371 0 372 0 373 0 374 0 375 0 376 0 377 0 378 0 379 0 380 0 381 0 382 0 383 0 384 0 385 0 386 0 387 0 388 0 389 0 390 0 391 0 392 0 393 0 394 0 395 0 396 0 397 0 398 0 399 0 400 0 401 0 402 0 403 0 404 0 405 0 406 0 407 0 408 0 409 0 410 0 411 0 412 0 413 0 414 0 415 0 416 0 417 0 418 0 419 0 420 0 421 0 422 0 423 0 424 0 425 0 426 0 427 0 428 0 429 0 430 0 431 0 432 0 433 0 434 0 435 0 436 0 437 0 438 0 439 0 440 0 441 0 442 0 443 0 444 0 445 0 446 0 447 0 448 0 449 0 450 0 451 0 452 0 453 0 454 0 455 0 456 0 457 0 458 0 459 0 460 0 461 0 462 0 463 0 464 0 465 0 466 0 467 0 468 0 469 0 470 0 471 0 472 0 473 0 474 0 475 0 476 0 477 0 478 0 479 0 480 0 481 0 482 0 483 0 484 0 485 0 486 0 487 0 488 0 489 0 490 0 491 0 492 0 493 0 494 0 495 0 496 0 497 0 498 0 499 0 500 1 501 0 502 0 503 0 504 0 505 0 506 0 507 0 508 0 509 0 510 0 511 0 512 0 513 0 514 0 515 0 516 0 517 0 518 0 519 0 520 0 521 0 > k <- length(x[1,]) > df <- as.data.frame(x) > (mylm <- lm(df)) Call: lm(formula = df) Coefficients: (Intercept) c2 scha05 sch06 sch31 sch00 16.2098 1.4569 -1.2839 0.2914 1.2757 3.0819 sch53 sch16 sch41 sch17 sch40 sch10 0.5664 -1.3082 -0.1219 0.5631 3.4940 -1.6705 sch01 hak3 hak5 hak0 hak6 hak8 -1.0811 0.6467 1.8866 -0.3812 0.8822 -1.8800 hak7 hak4 type0 type1 type3 hak3_type0 -0.2838 0.3644 -11.5778 -12.5304 -12.4722 2.0748 hak5_type0 hak5_type1 -0.9676 -2.0835 > (mysum <- summary(mylm)) Call: lm(formula = df) Residuals: Min 1Q Median 3Q Max -9.0897 -3.2671 -0.6794 2.6078 24.1078 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 16.2098 1.5146 10.703 < 2e-16 *** c2 1.4569 0.7110 2.049 0.04098 * scha05 -1.2839 1.2503 -1.027 0.30500 sch06 0.2914 1.0187 0.286 0.77498 sch31 1.2757 1.1907 1.071 0.28450 sch00 3.0819 0.9889 3.116 0.00194 ** sch53 0.5664 1.1877 0.477 0.63368 sch16 -1.3082 1.9276 -0.679 0.49766 sch41 -0.1219 0.7573 -0.161 0.87214 sch17 0.5631 1.4586 0.386 0.69963 sch40 3.4940 0.7579 4.610 5.14e-06 *** sch10 -1.6705 1.0708 -1.560 0.11939 sch01 -1.0811 0.9198 -1.175 0.24042 hak3 0.6467 1.5469 0.418 0.67609 hak5 1.8866 4.8112 0.392 0.69513 hak0 -0.3812 1.2773 -0.298 0.76547 hak6 0.8822 0.7990 1.104 0.27012 hak8 -1.8800 1.0525 -1.786 0.07466 . hak7 -0.2838 0.7461 -0.380 0.70384 hak4 0.3644 0.8967 0.406 0.68461 type0 -11.5778 1.6294 -7.106 4.20e-12 *** type1 -12.5304 1.6351 -7.663 9.64e-14 *** type3 -12.4722 1.8003 -6.928 1.34e-11 *** hak3_type0 2.0748 1.8462 1.124 0.26165 hak5_type0 -0.9676 4.8076 -0.201 0.84057 hak5_type1 -2.0835 5.1885 -0.402 0.68817 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 4.633 on 495 degrees of freedom Multiple R-squared: 0.2751, Adjusted R-squared: 0.2385 F-statistic: 7.514 on 25 and 495 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,] 2.887924e-01 5.775848e-01 0.7112076094 [2,] 1.514871e-01 3.029742e-01 0.8485129212 [3,] 7.409577e-02 1.481915e-01 0.9259042311 [4,] 3.412318e-02 6.824637e-02 0.9658768161 [5,] 1.437351e-02 2.874703e-02 0.9856264850 [6,] 2.201368e-02 4.402737e-02 0.9779863170 [7,] 1.064786e-02 2.129572e-02 0.9893521404 [8,] 4.740813e-03 9.481627e-03 0.9952591866 [9,] 2.053565e-03 4.107130e-03 0.9979464351 [10,] 1.024272e-03 2.048544e-03 0.9989757279 [11,] 5.686728e-04 1.137346e-03 0.9994313272 [12,] 3.618851e-04 7.237702e-04 0.9996381149 [13,] 1.538160e-04 3.076319e-04 0.9998461840 [14,] 6.768657e-05 1.353731e-04 0.9999323134 [15,] 2.580271e-05 5.160543e-05 0.9999741973 [16,] 9.569211e-06 1.913842e-05 0.9999904308 [17,] 3.458076e-06 6.916151e-06 0.9999965419 [18,] 1.504509e-04 3.009018e-04 0.9998495491 [19,] 7.106512e-05 1.421302e-04 0.9999289349 [20,] 3.372167e-05 6.744333e-05 0.9999662783 [21,] 1.514863e-05 3.029726e-05 0.9999848514 [22,] 6.646858e-06 1.329372e-05 0.9999933531 [23,] 4.284573e-06 8.569146e-06 0.9999957154 [24,] 5.212265e-05 1.042453e-04 0.9999478773 [25,] 4.108713e-05 8.217426e-05 0.9999589129 [26,] 2.027371e-05 4.054743e-05 0.9999797263 [27,] 6.271939e-05 1.254388e-04 0.9999372806 [28,] 4.395424e-04 8.790848e-04 0.9995604576 [29,] 7.925639e-04 1.585128e-03 0.9992074361 [30,] 4.892480e-04 9.784960e-04 0.9995107520 [31,] 3.057837e-04 6.115673e-04 0.9996942163 [32,] 1.768758e-04 3.537516e-04 0.9998231242 [33,] 1.061452e-04 2.122904e-04 0.9998938548 [34,] 7.012019e-05 1.402404e-04 0.9999298798 [35,] 4.192326e-05 8.384652e-05 0.9999580767 [36,] 2.404027e-05 4.808054e-05 0.9999759597 [37,] 1.749739e-05 3.499477e-05 0.9999825026 [38,] 3.558632e-05 7.117265e-05 0.9999644137 [39,] 2.053359e-05 4.106719e-05 0.9999794664 [40,] 1.356099e-05 2.712198e-05 0.9999864390 [41,] 7.542444e-06 1.508489e-05 0.9999924576 [42,] 5.083216e-06 1.016643e-05 0.9999949168 [43,] 4.752674e-06 9.505349e-06 0.9999952473 [44,] 2.683654e-06 5.367308e-06 0.9999973163 [45,] 1.567636e-06 3.135271e-06 0.9999984324 [46,] 9.252890e-07 1.850578e-06 0.9999990747 [47,] 7.276213e-07 1.455243e-06 0.9999992724 [48,] 1.094106e-06 2.188212e-06 0.9999989059 [49,] 6.372187e-07 1.274437e-06 0.9999993628 [50,] 3.591023e-07 7.182045e-07 0.9999996409 [51,] 1.973474e-07 3.946949e-07 0.9999998027 [52,] 7.326168e-07 1.465234e-06 0.9999992674 [53,] 5.440916e-06 1.088183e-05 0.9999945591 [54,] 1.069972e-01 2.139943e-01 0.8930028412 [55,] 1.549521e-01 3.099042e-01 0.8450479231 [56,] 1.355542e-01 2.711084e-01 0.8644458184 [57,] 1.360649e-01 2.721298e-01 0.8639350956 [58,] 1.191466e-01 2.382933e-01 0.8808533603 [59,] 1.295752e-01 2.591504e-01 0.8704247936 [60,] 1.182211e-01 2.364422e-01 0.8817789128 [61,] 1.182481e-01 2.364961e-01 0.8817519327 [62,] 1.112939e-01 2.225878e-01 0.8887060804 [63,] 9.950429e-02 1.990086e-01 0.9004957072 [64,] 1.402086e-01 2.804171e-01 0.8597914409 [65,] 1.246855e-01 2.493709e-01 0.8753145496 [66,] 1.092113e-01 2.184227e-01 0.8907886578 [67,] 9.637728e-02 1.927546e-01 0.9036227172 [68,] 8.351162e-02 1.670232e-01 0.9164883795 [69,] 7.317051e-02 1.463410e-01 0.9268294945 [70,] 6.687756e-02 1.337551e-01 0.9331224392 [71,] 5.752282e-02 1.150456e-01 0.9424771796 [72,] 5.125917e-02 1.025183e-01 0.9487408348 [73,] 4.294799e-02 8.589599e-02 0.9570520060 [74,] 1.031853e-01 2.063707e-01 0.8968146584 [75,] 1.326891e-01 2.653781e-01 0.8673109361 [76,] 1.177094e-01 2.354188e-01 0.8822906117 [77,] 1.021549e-01 2.043099e-01 0.8978450598 [78,] 1.025982e-01 2.051964e-01 0.8974018199 [79,] 9.047012e-02 1.809402e-01 0.9095298776 [80,] 1.145316e-01 2.290631e-01 0.8854684464 [81,] 1.008545e-01 2.017091e-01 0.8991454737 [82,] 1.197803e-01 2.395607e-01 0.8802196634 [83,] 1.149472e-01 2.298944e-01 0.8850527945 [84,] 1.011811e-01 2.023622e-01 0.8988188894 [85,] 8.961520e-02 1.792304e-01 0.9103848024 [86,] 7.643962e-02 1.528792e-01 0.9235603775 [87,] 6.974675e-02 1.394935e-01 0.9302532528 [88,] 6.278069e-02 1.255614e-01 0.9372193084 [89,] 6.091116e-02 1.218223e-01 0.9390888401 [90,] 5.147639e-02 1.029528e-01 0.9485236117 [91,] 4.384755e-02 8.769509e-02 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1.670531e-01 3.341062e-01 0.8329468839 [396,] 1.498729e-01 2.997458e-01 0.8501270968 [397,] 1.691136e-01 3.382273e-01 0.8308863630 [398,] 1.682500e-01 3.364999e-01 0.8317500340 [399,] 1.992938e-01 3.985875e-01 0.8007062405 [400,] 1.772137e-01 3.544274e-01 0.8227863210 [401,] 2.085860e-01 4.171719e-01 0.7914140407 [402,] 2.386225e-01 4.772449e-01 0.7613775270 [403,] 2.161730e-01 4.323460e-01 0.7838269864 [404,] 1.917220e-01 3.834440e-01 0.8082779786 [405,] 1.804445e-01 3.608890e-01 0.8195555163 [406,] 1.646400e-01 3.292800e-01 0.8353600009 [407,] 1.461051e-01 2.922102e-01 0.8538949225 [408,] 1.734328e-01 3.468655e-01 0.8265672347 [409,] 2.432325e-01 4.864649e-01 0.7567675360 [410,] 2.159496e-01 4.318992e-01 0.7840504225 [411,] 1.901506e-01 3.803012e-01 0.8098493988 [412,] 1.905994e-01 3.811987e-01 0.8094006482 [413,] 1.777238e-01 3.554476e-01 0.8222762178 [414,] 1.795464e-01 3.590927e-01 0.8204536379 [415,] 1.579212e-01 3.158425e-01 0.8420787548 [416,] 1.448673e-01 2.897345e-01 0.8551327497 [417,] 1.243938e-01 2.487875e-01 0.8756062458 [418,] 1.178013e-01 2.356026e-01 0.8821987102 [419,] 9.959389e-02 1.991878e-01 0.9004061127 [420,] 8.499298e-02 1.699860e-01 0.9150070196 [421,] 7.525060e-02 1.505012e-01 0.9247494022 [422,] 6.536991e-02 1.307398e-01 0.9346300932 [423,] 5.457509e-02 1.091502e-01 0.9454249110 [424,] 4.695138e-02 9.390277e-02 0.9530486170 [425,] 6.269379e-02 1.253876e-01 0.9373062109 [426,] 6.258751e-02 1.251750e-01 0.9374124935 [427,] 8.417743e-02 1.683549e-01 0.9158225707 [428,] 7.424417e-02 1.484883e-01 0.9257558251 [429,] 6.273288e-02 1.254658e-01 0.9372671195 [430,] 1.182132e-01 2.364265e-01 0.8817867727 [431,] 9.838476e-02 1.967695e-01 0.9016152405 [432,] 9.809607e-02 1.961921e-01 0.9019039302 [433,] 8.702616e-02 1.740523e-01 0.9129738443 [434,] 7.329050e-02 1.465810e-01 0.9267094972 [435,] 6.110760e-02 1.222152e-01 0.9388924044 [436,] 5.102413e-02 1.020483e-01 0.9489758652 [437,] 5.104702e-02 1.020940e-01 0.9489529820 [438,] 5.482658e-02 1.096532e-01 0.9451734245 [439,] 1.941290e-01 3.882580e-01 0.8058710002 [440,] 1.709861e-01 3.419722e-01 0.8290139237 [441,] 1.525017e-01 3.050034e-01 0.8474983079 [442,] 1.363160e-01 2.726320e-01 0.8636840152 [443,] 1.716374e-01 3.432747e-01 0.8283626475 [444,] 3.454548e-01 6.909096e-01 0.6545451954 [445,] 4.318461e-01 8.636922e-01 0.5681539094 [446,] 3.896794e-01 7.793589e-01 0.6103205508 [447,] 3.303316e-01 6.606632e-01 0.6696684003 [448,] 5.420038e-01 9.159924e-01 0.4579961998 [449,] 5.536422e-01 8.927156e-01 0.4463578237 [450,] 5.762908e-01 8.474183e-01 0.4237091612 [451,] 5.053466e-01 9.893069e-01 0.4946534260 [452,] 4.667361e-01 9.334723e-01 0.5332638655 [453,] 4.536546e-01 9.073093e-01 0.5463453589 [454,] 3.816628e-01 7.633257e-01 0.6183371645 [455,] 3.076084e-01 6.152167e-01 0.6923916484 [456,] 2.760474e-01 5.520948e-01 0.7239525757 [457,] 2.223498e-01 4.446996e-01 0.7776501977 [458,] 1.698717e-01 3.397435e-01 0.8301282664 [459,] 1.227680e-01 2.455360e-01 0.8772319921 [460,] 1.027141e-01 2.054283e-01 0.8972858723 [461,] 9.534737e-02 1.906947e-01 0.9046526307 [462,] 6.161134e-02 1.232227e-01 0.9383886558 [463,] 3.230242e-02 6.460483e-02 0.9676975825 [464,] 1.521567e-02 3.043134e-02 0.9847843307 > postscript(file="/var/wessaorg/rcomp/tmp/1r6su1355761617.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/wessaorg/rcomp/tmp/226uf1355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index') > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/3l3zd1355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals') > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4anxy1355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals') > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5zfl81355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > qqnorm(mysum$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 = 521 Frequency = 1 1 2 3 4 5 4.735684e-01 1.473568e+00 -1.101678e+00 -2.058749e+00 -7.089715e+00 6 7 8 9 10 -8.170998e-01 -2.817100e+00 -1.942515e+00 5.748481e-02 3.057485e+00 11 12 13 14 15 -1.942515e+00 1.829002e-01 -5.392191e+00 -7.356405e-01 4.426289e+00 16 17 18 19 20 -4.077216e+00 1.668161e+00 -3.351576e+00 -4.947775e+00 -1.871133e-01 21 22 23 24 25 -3.318393e-01 -7.008127e+00 -4.077216e+00 -3.392191e+00 -3.514139e+00 26 27 28 29 30 -3.947775e+00 -3.351576e+00 -4.226227e+00 -7.356405e-01 1.830574e+00 31 32 33 34 35 -1.782828e+00 -2.782828e+00 -8.049841e-01 -3.169426e+00 -1.169426e+00 36 37 38 39 40 -5.372237e+00 -5.007796e+00 -3.372237e+00 -2.372237e+00 -2.007796e+00 41 42 43 44 45 9.754213e+00 8.754213e+00 -1.864545e+00 1.029207e+00 -1.864545e+00 46 47 48 49 50 1.410449e+00 -1.589551e+00 -8.645453e-01 -3.351576e+00 -3.351576e+00 51 52 53 54 55 -1.351576e+00 7.264360e+00 -4.842163e+00 -2.351576e+00 1.578367e-01 56 57 58 59 60 9.918735e-01 3.607809e+00 1.489969e+00 -7.356405e-01 -2.429002e+00 61 62 63 64 65 -3.351576e+00 -2.630029e+00 -6.044938e+00 -4.245964e+00 -4.226227e+00 66 67 68 69 70 3.570998e+00 6.681607e-01 1.570998e+00 -1.630029e+00 -6.245964e+00 71 72 73 74 75 -2.510031e+00 1.264360e+00 -3.226227e+00 -3.218189e+00 -4.723955e+00 76 77 78 79 80 4.534168e+00 -6.086056e+00 -3.058749e+00 3.500875e+00 7.164204e-01 81 82 83 84 85 4.627763e+00 2.410781e+01 2.429089e+00 -4.533038e-01 -4.783003e+00 86 87 88 89 90 -3.372237e+00 -3.535185e+00 2.216997e+00 2.587946e+00 4.500875e+00 91 92 93 94 95 -3.136308e+00 -9.089715e+00 3.887472e+00 -4.089715e+00 2.944759e+00 96 97 98 99 100 -4.089715e+00 -1.453304e+00 -7.246768e+00 -4.299202e+00 4.534168e+00 101 102 103 104 105 -2.372237e+00 -7.892191e+00 1.753232e+00 2.553280e-01 8.874721e-01 106 107 108 109 110 -4.218189e+00 -4.991252e-01 -6.892191e+00 1.863692e+00 -5.139834e+00 111 112 113 114 115 3.216997e+00 -3.299202e+00 2.587946e+00 2.347349e-15 2.570998e+00 116 117 118 119 120 -2.510031e+00 -4.429002e+00 3.849616e-02 1.038496e+00 3.849616e-02 121 122 123 124 125 -2.429002e+00 -1.348101e+00 -9.615038e-01 1.038496e+00 -2.226227e+00 126 127 128 129 130 3.849616e-02 -1.226227e+00 -1.631979e+00 -1.631979e+00 8.305743e-01 131 132 133 134 135 1.207883e+00 2.078826e-01 3.073233e+00 -7.007834e+00 -6.729050e+00 136 137 138 139 140 2.073233e+00 1.992166e+00 -4.089715e+00 2.417369e+00 -3.744672e+00 141 142 143 144 145 -1.729050e+00 -1.125748e+00 1.255328e+00 6.449049e+00 -8.044938e+00 146 147 148 149 150 3.570998e+00 4.830574e+00 2.171715e-01 -4.007834e+00 -1.077216e+00 151 152 153 154 155 9.102852e-01 1.570998e+00 3.607809e+00 1.376852e+01 4.768522e+00 156 157 158 159 160 -6.156429e-01 1.038017e+00 7.038017e+00 3.801679e-02 2.874033e+00 161 162 163 164 165 9.874033e+00 -3.044938e+00 -1.044938e+00 1.578367e-01 2.955062e+00 166 167 168 169 170 -3.125967e+00 -6.125967e+00 -4.842163e+00 3.157837e+00 1.695506e+01 171 172 173 174 175 -6.125967e+00 -3.514139e+00 2.804943e+00 7.157837e+00 1.015784e+01 176 177 178 179 180 5.651824e+00 -7.044938e+00 -1.842163e+00 -1.125967e+00 7.874033e+00 181 182 183 184 185 1.487403e+01 -2.348176e+00 -7.125967e+00 -8.421633e-01 1.874033e+00 186 187 188 189 190 4.874033e+00 1.955062e+00 -2.314785e-01 1.115784e+01 -3.481757e-01 191 192 193 194 195 -3.125967e+00 1.495506e+01 4.570998e+00 4.874033e+00 2.157837e+00 196 197 198 199 200 1.955062e+00 9.651824e+00 -8.421633e-01 3.874033e+00 7.685215e-01 201 202 203 204 205 5.709977e-01 -7.125967e+00 -2.125967e+00 -1.044938e+00 -2.125967e+00 206 207 208 209 210 -2.348176e+00 1.095506e+01 4.874033e+00 9.874033e+00 -5.125967e+00 211 212 213 214 215 6.874033e+00 -1.514139e+00 -3.044938e+00 3.157837e+00 -1.514139e+00 216 217 218 219 220 1.587403e+01 -2.044938e+00 5.874033e+00 7.874033e+00 8.740332e-01 221 222 223 224 225 -4.195057e+00 -3.195057e+00 -3.679425e+00 -3.679425e+00 -3.348101e+00 226 227 228 229 230 -7.231478e+00 -2.348101e+00 1.517521e+00 -3.679425e+00 -5.231478e+00 231 232 233 234 235 -2.195057e+00 5.175211e-01 -2.679425e+00 6.517521e+00 -2.679425e+00 236 237 238 239 240 -3.679425e+00 -7.231478e+00 -3.712543e+00 -2.429369e+00 -1.996421e+00 241 242 243 244 245 -4.287789e+00 3.264360e+00 -4.287789e+00 -9.394700e-01 -1.429369e+00 246 247 248 249 250 -9.394700e-01 -6.794247e-01 7.333333e+00 -7.666667e+00 1.333333e+00 251 252 253 254 255 -1.666667e+00 -3.666667e+00 -7.666667e+00 -5.666667e+00 2.333333e+00 256 257 258 259 260 4.333333e+00 -4.666667e+00 -6.666667e-01 1.633333e+01 8.749262e+00 261 262 263 264 265 7.492623e-01 1.749262e+00 -3.250738e+00 1.578367e-01 -9.964208e-01 266 267 268 269 270 5.301160e-01 3.773773e+00 1.530116e+00 -1.259668e-01 -4.947775e+00 271 272 273 274 275 -6.947775e+00 -2.453788e+00 4.194493e+00 -5.805507e+00 -3.226227e+00 276 277 278 279 280 4.732891e+00 1.194493e+00 3.125527e+00 -4.978025e-01 -2.880475e+00 281 282 283 284 285 1.298368e+00 3.530116e+00 -6.044938e+00 -4.044938e+00 -7.842163e+00 286 287 288 289 290 -2.615643e+00 -6.842163e+00 3.222997e-01 -2.842163e+00 -8.421633e-01 291 292 293 294 295 -6.842163e+00 -5.842163e+00 3.955062e+00 -5.044938e+00 -3.267109e+00 296 297 298 299 300 7.328909e-01 -2.267109e+00 -2.272360e+00 -3.267109e+00 -6.272360e+00 301 302 303 304 305 -2.267109e+00 -1.267109e+00 -3.267109e+00 -1.267109e+00 -1.735640e+00 306 307 308 309 310 2.668161e+00 -9.394700e-01 3.254844e+00 1.060530e+00 -7.356405e-01 311 312 313 314 315 -3.331839e+00 3.579334e+00 -1.939470e+00 -2.939470e+00 -2.939470e+00 316 317 318 319 320 -4.206663e-01 -3.745156e+00 -3.679425e+00 3.205753e-01 -4.348176e+00 321 322 323 324 325 -6.794247e-01 -4.631979e+00 -3.510031e+00 -2.679425e+00 -1.679425e+00 326 327 328 329 330 3.320575e+00 -6.794247e-01 -3.679425e+00 -1.331839e+00 -7.356405e-01 331 332 333 334 335 2.643595e-01 1.546212e+00 -2.113738e+00 -4.978025e-01 -2.331839e+00 336 337 338 339 340 -1.497803e+00 -3.679425e+00 -3.392191e+00 -3.261203e-01 -5.842163e+00 341 342 343 344 345 -6.125967e+00 5.175211e-01 -7.356405e-01 8.128867e-01 -6.794247e-01 346 347 348 349 350 8.320575e+00 -2.679425e+00 2.754213e+00 -2.610228e+00 -3.679425e+00 351 352 353 354 355 -4.048841e+00 3.426289e+00 6.043789e-01 1.264360e+00 2.320575e+00 356 357 358 359 360 -1.735640e+00 3.897716e-01 -3.679425e+00 -3.956211e-01 4.628798e+00 361 362 363 364 365 6.726327e+00 2.726327e+00 3.038496e+00 -1.961504e+00 -2.250738e+00 366 367 368 369 370 4.749262e+00 -2.961504e+00 7.492623e-01 -1.961504e+00 -1.961983e+00 371 372 373 374 375 -3.610228e+00 -1.961983e+00 3.801679e-02 -1.961983e+00 3.389772e+00 376 377 378 379 380 -6.102284e-01 3.992166e+00 2.991873e+00 4.485861e+00 5.485861e+00 381 382 383 384 385 -5.141389e-01 6.353918e-01 6.353918e-01 3.911138e+00 -2.088862e+00 386 387 388 389 390 -2.392191e+00 1.716420e+00 1.992166e+00 5.485861e+00 3.485861e+00 391 392 393 394 395 -5.141389e-01 2.607809e+00 4.485861e+00 -2.299202e+00 7.007983e-01 396 397 398 399 400 1.716420e+00 1.607809e+00 -2.510031e+00 2.489969e+00 -3.429002e+00 401 402 403 404 405 4.899690e-01 4.899690e-01 -6.197507e-01 -3.550951e+00 -4.550951e+00 406 407 408 409 410 -1.619751e+00 -3.113738e+00 -6.113738e+00 8.862616e-01 -2.250738e+00 411 412 413 414 415 -4.028959e+00 -2.656524e+00 -2.469884e+00 -4.469884e+00 -4.028959e+00 416 417 418 419 420 -4.028959e+00 -5.429002e+00 -5.429002e+00 -5.429002e+00 -3.550951e+00 421 422 423 424 425 -4.550951e+00 -4.429002e+00 -5.372237e+00 -2.783003e+00 -3.926767e+00 426 427 428 429 430 -1.372237e+00 -7.089715e+00 -4.169426e+00 7.509592e+00 -5.356688e-01 431 432 433 434 435 3.627763e+00 1.992166e+00 -5.127946e+00 3.073233e+00 1.727640e+00 436 437 438 439 440 -5.429002e+00 -6.353427e+00 1.913944e+00 3.028978e+00 1.872054e+00 441 442 443 444 445 6.464331e+00 9.464331e+00 4.329090e+00 2.489969e+00 5.603639e-01 446 447 448 449 450 8.862616e-01 1.955062e+00 2.716420e+00 6.727640e+00 5.700798e+00 451 452 453 454 455 -5.127946e+00 5.464331e+00 6.607809e+00 -3.429002e+00 -4.971022e+00 456 457 458 459 460 5.255328e+00 1.485861e+00 -3.226227e+00 -4.701937e+00 5.709977e-01 461 462 463 464 465 7.464331e+00 3.028978e+00 3.983619e+00 8.464572e-02 3.560364e+00 466 467 468 469 470 7.502197e+00 -9.008127e+00 3.727640e+00 3.913944e+00 5.255328e+00 471 472 473 474 475 -3.631979e+00 -8.632832e+00 3.449049e+00 1.032909e+01 7.164204e-01 476 477 478 479 480 -3.044938e+00 5.255328e+00 1.002898e+01 2.700798e+00 3.716420e+00 481 482 483 484 485 1.246433e+01 6.440502e+00 2.874033e+00 3.671682e-01 4.384157e-01 486 487 488 489 490 5.546696e+00 -1.744672e+00 -3.283580e+00 1.367168e+00 3.627763e+00 491 492 493 494 495 -1.435308e+00 9.530116e+00 1.295506e+01 8.367168e+00 6.028978e+00 496 497 498 499 500 3.502197e+00 -4.439636e+00 7.125527e+00 -5.372237e+00 -5.021243e+00 501 502 503 504 505 -4.283580e+00 1.716420e+00 1.716420e+00 2.991873e+00 5.716420e+00 506 507 508 509 510 7.464331e+00 -4.290023e-01 9.157681e+00 2.553280e-01 9.073233e+00 511 512 513 514 515 7.992166e+00 6.125527e+00 -9.615038e-01 -1.961504e+00 2.038496e+00 516 517 518 519 520 2.038496e+00 2.264360e+00 5.264360e+00 3.264360e+00 2.264360e+00 521 -9.615038e-01 > postscript(file="/var/wessaorg/rcomp/tmp/6e5ep1355761617.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 = 521 Frequency = 1 lag(myerror, k = 1) myerror 0 4.735684e-01 NA 1 1.473568e+00 4.735684e-01 2 -1.101678e+00 1.473568e+00 3 -2.058749e+00 -1.101678e+00 4 -7.089715e+00 -2.058749e+00 5 -8.170998e-01 -7.089715e+00 6 -2.817100e+00 -8.170998e-01 7 -1.942515e+00 -2.817100e+00 8 5.748481e-02 -1.942515e+00 9 3.057485e+00 5.748481e-02 10 -1.942515e+00 3.057485e+00 11 1.829002e-01 -1.942515e+00 12 -5.392191e+00 1.829002e-01 13 -7.356405e-01 -5.392191e+00 14 4.426289e+00 -7.356405e-01 15 -4.077216e+00 4.426289e+00 16 1.668161e+00 -4.077216e+00 17 -3.351576e+00 1.668161e+00 18 -4.947775e+00 -3.351576e+00 19 -1.871133e-01 -4.947775e+00 20 -3.318393e-01 -1.871133e-01 21 -7.008127e+00 -3.318393e-01 22 -4.077216e+00 -7.008127e+00 23 -3.392191e+00 -4.077216e+00 24 -3.514139e+00 -3.392191e+00 25 -3.947775e+00 -3.514139e+00 26 -3.351576e+00 -3.947775e+00 27 -4.226227e+00 -3.351576e+00 28 -7.356405e-01 -4.226227e+00 29 1.830574e+00 -7.356405e-01 30 -1.782828e+00 1.830574e+00 31 -2.782828e+00 -1.782828e+00 32 -8.049841e-01 -2.782828e+00 33 -3.169426e+00 -8.049841e-01 34 -1.169426e+00 -3.169426e+00 35 -5.372237e+00 -1.169426e+00 36 -5.007796e+00 -5.372237e+00 37 -3.372237e+00 -5.007796e+00 38 -2.372237e+00 -3.372237e+00 39 -2.007796e+00 -2.372237e+00 40 9.754213e+00 -2.007796e+00 41 8.754213e+00 9.754213e+00 42 -1.864545e+00 8.754213e+00 43 1.029207e+00 -1.864545e+00 44 -1.864545e+00 1.029207e+00 45 1.410449e+00 -1.864545e+00 46 -1.589551e+00 1.410449e+00 47 -8.645453e-01 -1.589551e+00 48 -3.351576e+00 -8.645453e-01 49 -3.351576e+00 -3.351576e+00 50 -1.351576e+00 -3.351576e+00 51 7.264360e+00 -1.351576e+00 52 -4.842163e+00 7.264360e+00 53 -2.351576e+00 -4.842163e+00 54 1.578367e-01 -2.351576e+00 55 9.918735e-01 1.578367e-01 56 3.607809e+00 9.918735e-01 57 1.489969e+00 3.607809e+00 58 -7.356405e-01 1.489969e+00 59 -2.429002e+00 -7.356405e-01 60 -3.351576e+00 -2.429002e+00 61 -2.630029e+00 -3.351576e+00 62 -6.044938e+00 -2.630029e+00 63 -4.245964e+00 -6.044938e+00 64 -4.226227e+00 -4.245964e+00 65 3.570998e+00 -4.226227e+00 66 6.681607e-01 3.570998e+00 67 1.570998e+00 6.681607e-01 68 -1.630029e+00 1.570998e+00 69 -6.245964e+00 -1.630029e+00 70 -2.510031e+00 -6.245964e+00 71 1.264360e+00 -2.510031e+00 72 -3.226227e+00 1.264360e+00 73 -3.218189e+00 -3.226227e+00 74 -4.723955e+00 -3.218189e+00 75 4.534168e+00 -4.723955e+00 76 -6.086056e+00 4.534168e+00 77 -3.058749e+00 -6.086056e+00 78 3.500875e+00 -3.058749e+00 79 7.164204e-01 3.500875e+00 80 4.627763e+00 7.164204e-01 81 2.410781e+01 4.627763e+00 82 2.429089e+00 2.410781e+01 83 -4.533038e-01 2.429089e+00 84 -4.783003e+00 -4.533038e-01 85 -3.372237e+00 -4.783003e+00 86 -3.535185e+00 -3.372237e+00 87 2.216997e+00 -3.535185e+00 88 2.587946e+00 2.216997e+00 89 4.500875e+00 2.587946e+00 90 -3.136308e+00 4.500875e+00 91 -9.089715e+00 -3.136308e+00 92 3.887472e+00 -9.089715e+00 93 -4.089715e+00 3.887472e+00 94 2.944759e+00 -4.089715e+00 95 -4.089715e+00 2.944759e+00 96 -1.453304e+00 -4.089715e+00 97 -7.246768e+00 -1.453304e+00 98 -4.299202e+00 -7.246768e+00 99 4.534168e+00 -4.299202e+00 100 -2.372237e+00 4.534168e+00 101 -7.892191e+00 -2.372237e+00 102 1.753232e+00 -7.892191e+00 103 2.553280e-01 1.753232e+00 104 8.874721e-01 2.553280e-01 105 -4.218189e+00 8.874721e-01 106 -4.991252e-01 -4.218189e+00 107 -6.892191e+00 -4.991252e-01 108 1.863692e+00 -6.892191e+00 109 -5.139834e+00 1.863692e+00 110 3.216997e+00 -5.139834e+00 111 -3.299202e+00 3.216997e+00 112 2.587946e+00 -3.299202e+00 113 2.347349e-15 2.587946e+00 114 2.570998e+00 2.347349e-15 115 -2.510031e+00 2.570998e+00 116 -4.429002e+00 -2.510031e+00 117 3.849616e-02 -4.429002e+00 118 1.038496e+00 3.849616e-02 119 3.849616e-02 1.038496e+00 120 -2.429002e+00 3.849616e-02 121 -1.348101e+00 -2.429002e+00 122 -9.615038e-01 -1.348101e+00 123 1.038496e+00 -9.615038e-01 124 -2.226227e+00 1.038496e+00 125 3.849616e-02 -2.226227e+00 126 -1.226227e+00 3.849616e-02 127 -1.631979e+00 -1.226227e+00 128 -1.631979e+00 -1.631979e+00 129 8.305743e-01 -1.631979e+00 130 1.207883e+00 8.305743e-01 131 2.078826e-01 1.207883e+00 132 3.073233e+00 2.078826e-01 133 -7.007834e+00 3.073233e+00 134 -6.729050e+00 -7.007834e+00 135 2.073233e+00 -6.729050e+00 136 1.992166e+00 2.073233e+00 137 -4.089715e+00 1.992166e+00 138 2.417369e+00 -4.089715e+00 139 -3.744672e+00 2.417369e+00 140 -1.729050e+00 -3.744672e+00 141 -1.125748e+00 -1.729050e+00 142 1.255328e+00 -1.125748e+00 143 6.449049e+00 1.255328e+00 144 -8.044938e+00 6.449049e+00 145 3.570998e+00 -8.044938e+00 146 4.830574e+00 3.570998e+00 147 2.171715e-01 4.830574e+00 148 -4.007834e+00 2.171715e-01 149 -1.077216e+00 -4.007834e+00 150 9.102852e-01 -1.077216e+00 151 1.570998e+00 9.102852e-01 152 3.607809e+00 1.570998e+00 153 1.376852e+01 3.607809e+00 154 4.768522e+00 1.376852e+01 155 -6.156429e-01 4.768522e+00 156 1.038017e+00 -6.156429e-01 157 7.038017e+00 1.038017e+00 158 3.801679e-02 7.038017e+00 159 2.874033e+00 3.801679e-02 160 9.874033e+00 2.874033e+00 161 -3.044938e+00 9.874033e+00 162 -1.044938e+00 -3.044938e+00 163 1.578367e-01 -1.044938e+00 164 2.955062e+00 1.578367e-01 165 -3.125967e+00 2.955062e+00 166 -6.125967e+00 -3.125967e+00 167 -4.842163e+00 -6.125967e+00 168 3.157837e+00 -4.842163e+00 169 1.695506e+01 3.157837e+00 170 -6.125967e+00 1.695506e+01 171 -3.514139e+00 -6.125967e+00 172 2.804943e+00 -3.514139e+00 173 7.157837e+00 2.804943e+00 174 1.015784e+01 7.157837e+00 175 5.651824e+00 1.015784e+01 176 -7.044938e+00 5.651824e+00 177 -1.842163e+00 -7.044938e+00 178 -1.125967e+00 -1.842163e+00 179 7.874033e+00 -1.125967e+00 180 1.487403e+01 7.874033e+00 181 -2.348176e+00 1.487403e+01 182 -7.125967e+00 -2.348176e+00 183 -8.421633e-01 -7.125967e+00 184 1.874033e+00 -8.421633e-01 185 4.874033e+00 1.874033e+00 186 1.955062e+00 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219 8.740332e-01 7.874033e+00 220 -4.195057e+00 8.740332e-01 221 -3.195057e+00 -4.195057e+00 222 -3.679425e+00 -3.195057e+00 223 -3.679425e+00 -3.679425e+00 224 -3.348101e+00 -3.679425e+00 225 -7.231478e+00 -3.348101e+00 226 -2.348101e+00 -7.231478e+00 227 1.517521e+00 -2.348101e+00 228 -3.679425e+00 1.517521e+00 229 -5.231478e+00 -3.679425e+00 230 -2.195057e+00 -5.231478e+00 231 5.175211e-01 -2.195057e+00 232 -2.679425e+00 5.175211e-01 233 6.517521e+00 -2.679425e+00 234 -2.679425e+00 6.517521e+00 235 -3.679425e+00 -2.679425e+00 236 -7.231478e+00 -3.679425e+00 237 -3.712543e+00 -7.231478e+00 238 -2.429369e+00 -3.712543e+00 239 -1.996421e+00 -2.429369e+00 240 -4.287789e+00 -1.996421e+00 241 3.264360e+00 -4.287789e+00 242 -4.287789e+00 3.264360e+00 243 -9.394700e-01 -4.287789e+00 244 -1.429369e+00 -9.394700e-01 245 -9.394700e-01 -1.429369e+00 246 -6.794247e-01 -9.394700e-01 247 7.333333e+00 -6.794247e-01 248 -7.666667e+00 7.333333e+00 249 1.333333e+00 -7.666667e+00 250 -1.666667e+00 1.333333e+00 251 -3.666667e+00 -1.666667e+00 252 -7.666667e+00 -3.666667e+00 253 -5.666667e+00 -7.666667e+00 254 2.333333e+00 -5.666667e+00 255 4.333333e+00 2.333333e+00 256 -4.666667e+00 4.333333e+00 257 -6.666667e-01 -4.666667e+00 258 1.633333e+01 -6.666667e-01 259 8.749262e+00 1.633333e+01 260 7.492623e-01 8.749262e+00 261 1.749262e+00 7.492623e-01 262 -3.250738e+00 1.749262e+00 263 1.578367e-01 -3.250738e+00 264 -9.964208e-01 1.578367e-01 265 5.301160e-01 -9.964208e-01 266 3.773773e+00 5.301160e-01 267 1.530116e+00 3.773773e+00 268 -1.259668e-01 1.530116e+00 269 -4.947775e+00 -1.259668e-01 270 -6.947775e+00 -4.947775e+00 271 -2.453788e+00 -6.947775e+00 272 4.194493e+00 -2.453788e+00 273 -5.805507e+00 4.194493e+00 274 -3.226227e+00 -5.805507e+00 275 4.732891e+00 -3.226227e+00 276 1.194493e+00 4.732891e+00 277 3.125527e+00 1.194493e+00 278 -4.978025e-01 3.125527e+00 279 -2.880475e+00 -4.978025e-01 280 1.298368e+00 -2.880475e+00 281 3.530116e+00 1.298368e+00 282 -6.044938e+00 3.530116e+00 283 -4.044938e+00 -6.044938e+00 284 -7.842163e+00 -4.044938e+00 285 -2.615643e+00 -7.842163e+00 286 -6.842163e+00 -2.615643e+00 287 3.222997e-01 -6.842163e+00 288 -2.842163e+00 3.222997e-01 289 -8.421633e-01 -2.842163e+00 290 -6.842163e+00 -8.421633e-01 291 -5.842163e+00 -6.842163e+00 292 3.955062e+00 -5.842163e+00 293 -5.044938e+00 3.955062e+00 294 -3.267109e+00 -5.044938e+00 295 7.328909e-01 -3.267109e+00 296 -2.267109e+00 7.328909e-01 297 -2.272360e+00 -2.267109e+00 298 -3.267109e+00 -2.272360e+00 299 -6.272360e+00 -3.267109e+00 300 -2.267109e+00 -6.272360e+00 301 -1.267109e+00 -2.267109e+00 302 -3.267109e+00 -1.267109e+00 303 -1.267109e+00 -3.267109e+00 304 -1.735640e+00 -1.267109e+00 305 2.668161e+00 -1.735640e+00 306 -9.394700e-01 2.668161e+00 307 3.254844e+00 -9.394700e-01 308 1.060530e+00 3.254844e+00 309 -7.356405e-01 1.060530e+00 310 -3.331839e+00 -7.356405e-01 311 3.579334e+00 -3.331839e+00 312 -1.939470e+00 3.579334e+00 313 -2.939470e+00 -1.939470e+00 314 -2.939470e+00 -2.939470e+00 315 -4.206663e-01 -2.939470e+00 316 -3.745156e+00 -4.206663e-01 317 -3.679425e+00 -3.745156e+00 318 3.205753e-01 -3.679425e+00 319 -4.348176e+00 3.205753e-01 320 -6.794247e-01 -4.348176e+00 321 -4.631979e+00 -6.794247e-01 322 -3.510031e+00 -4.631979e+00 323 -2.679425e+00 -3.510031e+00 324 -1.679425e+00 -2.679425e+00 325 3.320575e+00 -1.679425e+00 326 -6.794247e-01 3.320575e+00 327 -3.679425e+00 -6.794247e-01 328 -1.331839e+00 -3.679425e+00 329 -7.356405e-01 -1.331839e+00 330 2.643595e-01 -7.356405e-01 331 1.546212e+00 2.643595e-01 332 -2.113738e+00 1.546212e+00 333 -4.978025e-01 -2.113738e+00 334 -2.331839e+00 -4.978025e-01 335 -1.497803e+00 -2.331839e+00 336 -3.679425e+00 -1.497803e+00 337 -3.392191e+00 -3.679425e+00 338 -3.261203e-01 -3.392191e+00 339 -5.842163e+00 -3.261203e-01 340 -6.125967e+00 -5.842163e+00 341 5.175211e-01 -6.125967e+00 342 -7.356405e-01 5.175211e-01 343 8.128867e-01 -7.356405e-01 344 -6.794247e-01 8.128867e-01 345 8.320575e+00 -6.794247e-01 346 -2.679425e+00 8.320575e+00 347 2.754213e+00 -2.679425e+00 348 -2.610228e+00 2.754213e+00 349 -3.679425e+00 -2.610228e+00 350 -4.048841e+00 -3.679425e+00 351 3.426289e+00 -4.048841e+00 352 6.043789e-01 3.426289e+00 353 1.264360e+00 6.043789e-01 354 2.320575e+00 1.264360e+00 355 -1.735640e+00 2.320575e+00 356 3.897716e-01 -1.735640e+00 357 -3.679425e+00 3.897716e-01 358 -3.956211e-01 -3.679425e+00 359 4.628798e+00 -3.956211e-01 360 6.726327e+00 4.628798e+00 361 2.726327e+00 6.726327e+00 362 3.038496e+00 2.726327e+00 363 -1.961504e+00 3.038496e+00 364 -2.250738e+00 -1.961504e+00 365 4.749262e+00 -2.250738e+00 366 -2.961504e+00 4.749262e+00 367 7.492623e-01 -2.961504e+00 368 -1.961504e+00 7.492623e-01 369 -1.961983e+00 -1.961504e+00 370 -3.610228e+00 -1.961983e+00 371 -1.961983e+00 -3.610228e+00 372 3.801679e-02 -1.961983e+00 373 -1.961983e+00 3.801679e-02 374 3.389772e+00 -1.961983e+00 375 -6.102284e-01 3.389772e+00 376 3.992166e+00 -6.102284e-01 377 2.991873e+00 3.992166e+00 378 4.485861e+00 2.991873e+00 379 5.485861e+00 4.485861e+00 380 -5.141389e-01 5.485861e+00 381 6.353918e-01 -5.141389e-01 382 6.353918e-01 6.353918e-01 383 3.911138e+00 6.353918e-01 384 -2.088862e+00 3.911138e+00 385 -2.392191e+00 -2.088862e+00 386 1.716420e+00 -2.392191e+00 387 1.992166e+00 1.716420e+00 388 5.485861e+00 1.992166e+00 389 3.485861e+00 5.485861e+00 390 -5.141389e-01 3.485861e+00 391 2.607809e+00 -5.141389e-01 392 4.485861e+00 2.607809e+00 393 -2.299202e+00 4.485861e+00 394 7.007983e-01 -2.299202e+00 395 1.716420e+00 7.007983e-01 396 1.607809e+00 1.716420e+00 397 -2.510031e+00 1.607809e+00 398 2.489969e+00 -2.510031e+00 399 -3.429002e+00 2.489969e+00 400 4.899690e-01 -3.429002e+00 401 4.899690e-01 4.899690e-01 402 -6.197507e-01 4.899690e-01 403 -3.550951e+00 -6.197507e-01 404 -4.550951e+00 -3.550951e+00 405 -1.619751e+00 -4.550951e+00 406 -3.113738e+00 -1.619751e+00 407 -6.113738e+00 -3.113738e+00 408 8.862616e-01 -6.113738e+00 409 -2.250738e+00 8.862616e-01 410 -4.028959e+00 -2.250738e+00 411 -2.656524e+00 -4.028959e+00 412 -2.469884e+00 -2.656524e+00 413 -4.469884e+00 -2.469884e+00 414 -4.028959e+00 -4.469884e+00 415 -4.028959e+00 -4.028959e+00 416 -5.429002e+00 -4.028959e+00 417 -5.429002e+00 -5.429002e+00 418 -5.429002e+00 -5.429002e+00 419 -3.550951e+00 -5.429002e+00 420 -4.550951e+00 -3.550951e+00 421 -4.429002e+00 -4.550951e+00 422 -5.372237e+00 -4.429002e+00 423 -2.783003e+00 -5.372237e+00 424 -3.926767e+00 -2.783003e+00 425 -1.372237e+00 -3.926767e+00 426 -7.089715e+00 -1.372237e+00 427 -4.169426e+00 -7.089715e+00 428 7.509592e+00 -4.169426e+00 429 -5.356688e-01 7.509592e+00 430 3.627763e+00 -5.356688e-01 431 1.992166e+00 3.627763e+00 432 -5.127946e+00 1.992166e+00 433 3.073233e+00 -5.127946e+00 434 1.727640e+00 3.073233e+00 435 -5.429002e+00 1.727640e+00 436 -6.353427e+00 -5.429002e+00 437 1.913944e+00 -6.353427e+00 438 3.028978e+00 1.913944e+00 439 1.872054e+00 3.028978e+00 440 6.464331e+00 1.872054e+00 441 9.464331e+00 6.464331e+00 442 4.329090e+00 9.464331e+00 443 2.489969e+00 4.329090e+00 444 5.603639e-01 2.489969e+00 445 8.862616e-01 5.603639e-01 446 1.955062e+00 8.862616e-01 447 2.716420e+00 1.955062e+00 448 6.727640e+00 2.716420e+00 449 5.700798e+00 6.727640e+00 450 -5.127946e+00 5.700798e+00 451 5.464331e+00 -5.127946e+00 452 6.607809e+00 5.464331e+00 453 -3.429002e+00 6.607809e+00 454 -4.971022e+00 -3.429002e+00 455 5.255328e+00 -4.971022e+00 456 1.485861e+00 5.255328e+00 457 -3.226227e+00 1.485861e+00 458 -4.701937e+00 -3.226227e+00 459 5.709977e-01 -4.701937e+00 460 7.464331e+00 5.709977e-01 461 3.028978e+00 7.464331e+00 462 3.983619e+00 3.028978e+00 463 8.464572e-02 3.983619e+00 464 3.560364e+00 8.464572e-02 465 7.502197e+00 3.560364e+00 466 -9.008127e+00 7.502197e+00 467 3.727640e+00 -9.008127e+00 468 3.913944e+00 3.727640e+00 469 5.255328e+00 3.913944e+00 470 -3.631979e+00 5.255328e+00 471 -8.632832e+00 -3.631979e+00 472 3.449049e+00 -8.632832e+00 473 1.032909e+01 3.449049e+00 474 7.164204e-01 1.032909e+01 475 -3.044938e+00 7.164204e-01 476 5.255328e+00 -3.044938e+00 477 1.002898e+01 5.255328e+00 478 2.700798e+00 1.002898e+01 479 3.716420e+00 2.700798e+00 480 1.246433e+01 3.716420e+00 481 6.440502e+00 1.246433e+01 482 2.874033e+00 6.440502e+00 483 3.671682e-01 2.874033e+00 484 4.384157e-01 3.671682e-01 485 5.546696e+00 4.384157e-01 486 -1.744672e+00 5.546696e+00 487 -3.283580e+00 -1.744672e+00 488 1.367168e+00 -3.283580e+00 489 3.627763e+00 1.367168e+00 490 -1.435308e+00 3.627763e+00 491 9.530116e+00 -1.435308e+00 492 1.295506e+01 9.530116e+00 493 8.367168e+00 1.295506e+01 494 6.028978e+00 8.367168e+00 495 3.502197e+00 6.028978e+00 496 -4.439636e+00 3.502197e+00 497 7.125527e+00 -4.439636e+00 498 -5.372237e+00 7.125527e+00 499 -5.021243e+00 -5.372237e+00 500 -4.283580e+00 -5.021243e+00 501 1.716420e+00 -4.283580e+00 502 1.716420e+00 1.716420e+00 503 2.991873e+00 1.716420e+00 504 5.716420e+00 2.991873e+00 505 7.464331e+00 5.716420e+00 506 -4.290023e-01 7.464331e+00 507 9.157681e+00 -4.290023e-01 508 2.553280e-01 9.157681e+00 509 9.073233e+00 2.553280e-01 510 7.992166e+00 9.073233e+00 511 6.125527e+00 7.992166e+00 512 -9.615038e-01 6.125527e+00 513 -1.961504e+00 -9.615038e-01 514 2.038496e+00 -1.961504e+00 515 2.038496e+00 2.038496e+00 516 2.264360e+00 2.038496e+00 517 5.264360e+00 2.264360e+00 518 3.264360e+00 5.264360e+00 519 2.264360e+00 3.264360e+00 520 -9.615038e-01 2.264360e+00 521 NA -9.615038e-01 > dum1 <- dum[2:length(myerror),] > dum1 lag(myerror, k = 1) myerror [1,] 1.473568e+00 4.735684e-01 [2,] -1.101678e+00 1.473568e+00 [3,] -2.058749e+00 -1.101678e+00 [4,] -7.089715e+00 -2.058749e+00 [5,] -8.170998e-01 -7.089715e+00 [6,] -2.817100e+00 -8.170998e-01 [7,] -1.942515e+00 -2.817100e+00 [8,] 5.748481e-02 -1.942515e+00 [9,] 3.057485e+00 5.748481e-02 [10,] -1.942515e+00 3.057485e+00 [11,] 1.829002e-01 -1.942515e+00 [12,] -5.392191e+00 1.829002e-01 [13,] -7.356405e-01 -5.392191e+00 [14,] 4.426289e+00 -7.356405e-01 [15,] -4.077216e+00 4.426289e+00 [16,] 1.668161e+00 -4.077216e+00 [17,] -3.351576e+00 1.668161e+00 [18,] -4.947775e+00 -3.351576e+00 [19,] -1.871133e-01 -4.947775e+00 [20,] -3.318393e-01 -1.871133e-01 [21,] -7.008127e+00 -3.318393e-01 [22,] -4.077216e+00 -7.008127e+00 [23,] -3.392191e+00 -4.077216e+00 [24,] -3.514139e+00 -3.392191e+00 [25,] -3.947775e+00 -3.514139e+00 [26,] -3.351576e+00 -3.947775e+00 [27,] -4.226227e+00 -3.351576e+00 [28,] -7.356405e-01 -4.226227e+00 [29,] 1.830574e+00 -7.356405e-01 [30,] -1.782828e+00 1.830574e+00 [31,] -2.782828e+00 -1.782828e+00 [32,] -8.049841e-01 -2.782828e+00 [33,] -3.169426e+00 -8.049841e-01 [34,] -1.169426e+00 -3.169426e+00 [35,] -5.372237e+00 -1.169426e+00 [36,] -5.007796e+00 -5.372237e+00 [37,] -3.372237e+00 -5.007796e+00 [38,] -2.372237e+00 -3.372237e+00 [39,] -2.007796e+00 -2.372237e+00 [40,] 9.754213e+00 -2.007796e+00 [41,] 8.754213e+00 9.754213e+00 [42,] -1.864545e+00 8.754213e+00 [43,] 1.029207e+00 -1.864545e+00 [44,] -1.864545e+00 1.029207e+00 [45,] 1.410449e+00 -1.864545e+00 [46,] -1.589551e+00 1.410449e+00 [47,] -8.645453e-01 -1.589551e+00 [48,] -3.351576e+00 -8.645453e-01 [49,] -3.351576e+00 -3.351576e+00 [50,] -1.351576e+00 -3.351576e+00 [51,] 7.264360e+00 -1.351576e+00 [52,] -4.842163e+00 7.264360e+00 [53,] -2.351576e+00 -4.842163e+00 [54,] 1.578367e-01 -2.351576e+00 [55,] 9.918735e-01 1.578367e-01 [56,] 3.607809e+00 9.918735e-01 [57,] 1.489969e+00 3.607809e+00 [58,] -7.356405e-01 1.489969e+00 [59,] -2.429002e+00 -7.356405e-01 [60,] -3.351576e+00 -2.429002e+00 [61,] -2.630029e+00 -3.351576e+00 [62,] -6.044938e+00 -2.630029e+00 [63,] -4.245964e+00 -6.044938e+00 [64,] -4.226227e+00 -4.245964e+00 [65,] 3.570998e+00 -4.226227e+00 [66,] 6.681607e-01 3.570998e+00 [67,] 1.570998e+00 6.681607e-01 [68,] -1.630029e+00 1.570998e+00 [69,] -6.245964e+00 -1.630029e+00 [70,] -2.510031e+00 -6.245964e+00 [71,] 1.264360e+00 -2.510031e+00 [72,] -3.226227e+00 1.264360e+00 [73,] -3.218189e+00 -3.226227e+00 [74,] -4.723955e+00 -3.218189e+00 [75,] 4.534168e+00 -4.723955e+00 [76,] -6.086056e+00 4.534168e+00 [77,] -3.058749e+00 -6.086056e+00 [78,] 3.500875e+00 -3.058749e+00 [79,] 7.164204e-01 3.500875e+00 [80,] 4.627763e+00 7.164204e-01 [81,] 2.410781e+01 4.627763e+00 [82,] 2.429089e+00 2.410781e+01 [83,] -4.533038e-01 2.429089e+00 [84,] -4.783003e+00 -4.533038e-01 [85,] -3.372237e+00 -4.783003e+00 [86,] -3.535185e+00 -3.372237e+00 [87,] 2.216997e+00 -3.535185e+00 [88,] 2.587946e+00 2.216997e+00 [89,] 4.500875e+00 2.587946e+00 [90,] -3.136308e+00 4.500875e+00 [91,] -9.089715e+00 -3.136308e+00 [92,] 3.887472e+00 -9.089715e+00 [93,] -4.089715e+00 3.887472e+00 [94,] 2.944759e+00 -4.089715e+00 [95,] -4.089715e+00 2.944759e+00 [96,] -1.453304e+00 -4.089715e+00 [97,] -7.246768e+00 -1.453304e+00 [98,] -4.299202e+00 -7.246768e+00 [99,] 4.534168e+00 -4.299202e+00 [100,] -2.372237e+00 4.534168e+00 [101,] -7.892191e+00 -2.372237e+00 [102,] 1.753232e+00 -7.892191e+00 [103,] 2.553280e-01 1.753232e+00 [104,] 8.874721e-01 2.553280e-01 [105,] -4.218189e+00 8.874721e-01 [106,] -4.991252e-01 -4.218189e+00 [107,] -6.892191e+00 -4.991252e-01 [108,] 1.863692e+00 -6.892191e+00 [109,] -5.139834e+00 1.863692e+00 [110,] 3.216997e+00 -5.139834e+00 [111,] -3.299202e+00 3.216997e+00 [112,] 2.587946e+00 -3.299202e+00 [113,] 2.347349e-15 2.587946e+00 [114,] 2.570998e+00 2.347349e-15 [115,] -2.510031e+00 2.570998e+00 [116,] -4.429002e+00 -2.510031e+00 [117,] 3.849616e-02 -4.429002e+00 [118,] 1.038496e+00 3.849616e-02 [119,] 3.849616e-02 1.038496e+00 [120,] -2.429002e+00 3.849616e-02 [121,] -1.348101e+00 -2.429002e+00 [122,] -9.615038e-01 -1.348101e+00 [123,] 1.038496e+00 -9.615038e-01 [124,] -2.226227e+00 1.038496e+00 [125,] 3.849616e-02 -2.226227e+00 [126,] -1.226227e+00 3.849616e-02 [127,] -1.631979e+00 -1.226227e+00 [128,] -1.631979e+00 -1.631979e+00 [129,] 8.305743e-01 -1.631979e+00 [130,] 1.207883e+00 8.305743e-01 [131,] 2.078826e-01 1.207883e+00 [132,] 3.073233e+00 2.078826e-01 [133,] -7.007834e+00 3.073233e+00 [134,] -6.729050e+00 -7.007834e+00 [135,] 2.073233e+00 -6.729050e+00 [136,] 1.992166e+00 2.073233e+00 [137,] -4.089715e+00 1.992166e+00 [138,] 2.417369e+00 -4.089715e+00 [139,] -3.744672e+00 2.417369e+00 [140,] -1.729050e+00 -3.744672e+00 [141,] -1.125748e+00 -1.729050e+00 [142,] 1.255328e+00 -1.125748e+00 [143,] 6.449049e+00 1.255328e+00 [144,] -8.044938e+00 6.449049e+00 [145,] 3.570998e+00 -8.044938e+00 [146,] 4.830574e+00 3.570998e+00 [147,] 2.171715e-01 4.830574e+00 [148,] -4.007834e+00 2.171715e-01 [149,] -1.077216e+00 -4.007834e+00 [150,] 9.102852e-01 -1.077216e+00 [151,] 1.570998e+00 9.102852e-01 [152,] 3.607809e+00 1.570998e+00 [153,] 1.376852e+01 3.607809e+00 [154,] 4.768522e+00 1.376852e+01 [155,] -6.156429e-01 4.768522e+00 [156,] 1.038017e+00 -6.156429e-01 [157,] 7.038017e+00 1.038017e+00 [158,] 3.801679e-02 7.038017e+00 [159,] 2.874033e+00 3.801679e-02 [160,] 9.874033e+00 2.874033e+00 [161,] -3.044938e+00 9.874033e+00 [162,] -1.044938e+00 -3.044938e+00 [163,] 1.578367e-01 -1.044938e+00 [164,] 2.955062e+00 1.578367e-01 [165,] -3.125967e+00 2.955062e+00 [166,] -6.125967e+00 -3.125967e+00 [167,] -4.842163e+00 -6.125967e+00 [168,] 3.157837e+00 -4.842163e+00 [169,] 1.695506e+01 3.157837e+00 [170,] -6.125967e+00 1.695506e+01 [171,] -3.514139e+00 -6.125967e+00 [172,] 2.804943e+00 -3.514139e+00 [173,] 7.157837e+00 2.804943e+00 [174,] 1.015784e+01 7.157837e+00 [175,] 5.651824e+00 1.015784e+01 [176,] -7.044938e+00 5.651824e+00 [177,] -1.842163e+00 -7.044938e+00 [178,] -1.125967e+00 -1.842163e+00 [179,] 7.874033e+00 -1.125967e+00 [180,] 1.487403e+01 7.874033e+00 [181,] -2.348176e+00 1.487403e+01 [182,] -7.125967e+00 -2.348176e+00 [183,] -8.421633e-01 -7.125967e+00 [184,] 1.874033e+00 -8.421633e-01 [185,] 4.874033e+00 1.874033e+00 [186,] 1.955062e+00 4.874033e+00 [187,] -2.314785e-01 1.955062e+00 [188,] 1.115784e+01 -2.314785e-01 [189,] -3.481757e-01 1.115784e+01 [190,] -3.125967e+00 -3.481757e-01 [191,] 1.495506e+01 -3.125967e+00 [192,] 4.570998e+00 1.495506e+01 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-3.429002e+00 [455,] 5.255328e+00 -4.971022e+00 [456,] 1.485861e+00 5.255328e+00 [457,] -3.226227e+00 1.485861e+00 [458,] -4.701937e+00 -3.226227e+00 [459,] 5.709977e-01 -4.701937e+00 [460,] 7.464331e+00 5.709977e-01 [461,] 3.028978e+00 7.464331e+00 [462,] 3.983619e+00 3.028978e+00 [463,] 8.464572e-02 3.983619e+00 [464,] 3.560364e+00 8.464572e-02 [465,] 7.502197e+00 3.560364e+00 [466,] -9.008127e+00 7.502197e+00 [467,] 3.727640e+00 -9.008127e+00 [468,] 3.913944e+00 3.727640e+00 [469,] 5.255328e+00 3.913944e+00 [470,] -3.631979e+00 5.255328e+00 [471,] -8.632832e+00 -3.631979e+00 [472,] 3.449049e+00 -8.632832e+00 [473,] 1.032909e+01 3.449049e+00 [474,] 7.164204e-01 1.032909e+01 [475,] -3.044938e+00 7.164204e-01 [476,] 5.255328e+00 -3.044938e+00 [477,] 1.002898e+01 5.255328e+00 [478,] 2.700798e+00 1.002898e+01 [479,] 3.716420e+00 2.700798e+00 [480,] 1.246433e+01 3.716420e+00 [481,] 6.440502e+00 1.246433e+01 [482,] 2.874033e+00 6.440502e+00 [483,] 3.671682e-01 2.874033e+00 [484,] 4.384157e-01 3.671682e-01 [485,] 5.546696e+00 4.384157e-01 [486,] -1.744672e+00 5.546696e+00 [487,] -3.283580e+00 -1.744672e+00 [488,] 1.367168e+00 -3.283580e+00 [489,] 3.627763e+00 1.367168e+00 [490,] -1.435308e+00 3.627763e+00 [491,] 9.530116e+00 -1.435308e+00 [492,] 1.295506e+01 9.530116e+00 [493,] 8.367168e+00 1.295506e+01 [494,] 6.028978e+00 8.367168e+00 [495,] 3.502197e+00 6.028978e+00 [496,] -4.439636e+00 3.502197e+00 [497,] 7.125527e+00 -4.439636e+00 [498,] -5.372237e+00 7.125527e+00 [499,] -5.021243e+00 -5.372237e+00 [500,] -4.283580e+00 -5.021243e+00 [501,] 1.716420e+00 -4.283580e+00 [502,] 1.716420e+00 1.716420e+00 [503,] 2.991873e+00 1.716420e+00 [504,] 5.716420e+00 2.991873e+00 [505,] 7.464331e+00 5.716420e+00 [506,] -4.290023e-01 7.464331e+00 [507,] 9.157681e+00 -4.290023e-01 [508,] 2.553280e-01 9.157681e+00 [509,] 9.073233e+00 2.553280e-01 [510,] 7.992166e+00 9.073233e+00 [511,] 6.125527e+00 7.992166e+00 [512,] -9.615038e-01 6.125527e+00 [513,] -1.961504e+00 -9.615038e-01 [514,] 2.038496e+00 -1.961504e+00 [515,] 2.038496e+00 2.038496e+00 [516,] 2.264360e+00 2.038496e+00 [517,] 5.264360e+00 2.264360e+00 [518,] 3.264360e+00 5.264360e+00 [519,] 2.264360e+00 3.264360e+00 [520,] -9.615038e-01 2.264360e+00 > z <- as.data.frame(dum1) > z lag(myerror, k = 1) myerror 1 1.473568e+00 4.735684e-01 2 -1.101678e+00 1.473568e+00 3 -2.058749e+00 -1.101678e+00 4 -7.089715e+00 -2.058749e+00 5 -8.170998e-01 -7.089715e+00 6 -2.817100e+00 -8.170998e-01 7 -1.942515e+00 -2.817100e+00 8 5.748481e-02 -1.942515e+00 9 3.057485e+00 5.748481e-02 10 -1.942515e+00 3.057485e+00 11 1.829002e-01 -1.942515e+00 12 -5.392191e+00 1.829002e-01 13 -7.356405e-01 -5.392191e+00 14 4.426289e+00 -7.356405e-01 15 -4.077216e+00 4.426289e+00 16 1.668161e+00 -4.077216e+00 17 -3.351576e+00 1.668161e+00 18 -4.947775e+00 -3.351576e+00 19 -1.871133e-01 -4.947775e+00 20 -3.318393e-01 -1.871133e-01 21 -7.008127e+00 -3.318393e-01 22 -4.077216e+00 -7.008127e+00 23 -3.392191e+00 -4.077216e+00 24 -3.514139e+00 -3.392191e+00 25 -3.947775e+00 -3.514139e+00 26 -3.351576e+00 -3.947775e+00 27 -4.226227e+00 -3.351576e+00 28 -7.356405e-01 -4.226227e+00 29 1.830574e+00 -7.356405e-01 30 -1.782828e+00 1.830574e+00 31 -2.782828e+00 -1.782828e+00 32 -8.049841e-01 -2.782828e+00 33 -3.169426e+00 -8.049841e-01 34 -1.169426e+00 -3.169426e+00 35 -5.372237e+00 -1.169426e+00 36 -5.007796e+00 -5.372237e+00 37 -3.372237e+00 -5.007796e+00 38 -2.372237e+00 -3.372237e+00 39 -2.007796e+00 -2.372237e+00 40 9.754213e+00 -2.007796e+00 41 8.754213e+00 9.754213e+00 42 -1.864545e+00 8.754213e+00 43 1.029207e+00 -1.864545e+00 44 -1.864545e+00 1.029207e+00 45 1.410449e+00 -1.864545e+00 46 -1.589551e+00 1.410449e+00 47 -8.645453e-01 -1.589551e+00 48 -3.351576e+00 -8.645453e-01 49 -3.351576e+00 -3.351576e+00 50 -1.351576e+00 -3.351576e+00 51 7.264360e+00 -1.351576e+00 52 -4.842163e+00 7.264360e+00 53 -2.351576e+00 -4.842163e+00 54 1.578367e-01 -2.351576e+00 55 9.918735e-01 1.578367e-01 56 3.607809e+00 9.918735e-01 57 1.489969e+00 3.607809e+00 58 -7.356405e-01 1.489969e+00 59 -2.429002e+00 -7.356405e-01 60 -3.351576e+00 -2.429002e+00 61 -2.630029e+00 -3.351576e+00 62 -6.044938e+00 -2.630029e+00 63 -4.245964e+00 -6.044938e+00 64 -4.226227e+00 -4.245964e+00 65 3.570998e+00 -4.226227e+00 66 6.681607e-01 3.570998e+00 67 1.570998e+00 6.681607e-01 68 -1.630029e+00 1.570998e+00 69 -6.245964e+00 -1.630029e+00 70 -2.510031e+00 -6.245964e+00 71 1.264360e+00 -2.510031e+00 72 -3.226227e+00 1.264360e+00 73 -3.218189e+00 -3.226227e+00 74 -4.723955e+00 -3.218189e+00 75 4.534168e+00 -4.723955e+00 76 -6.086056e+00 4.534168e+00 77 -3.058749e+00 -6.086056e+00 78 3.500875e+00 -3.058749e+00 79 7.164204e-01 3.500875e+00 80 4.627763e+00 7.164204e-01 81 2.410781e+01 4.627763e+00 82 2.429089e+00 2.410781e+01 83 -4.533038e-01 2.429089e+00 84 -4.783003e+00 -4.533038e-01 85 -3.372237e+00 -4.783003e+00 86 -3.535185e+00 -3.372237e+00 87 2.216997e+00 -3.535185e+00 88 2.587946e+00 2.216997e+00 89 4.500875e+00 2.587946e+00 90 -3.136308e+00 4.500875e+00 91 -9.089715e+00 -3.136308e+00 92 3.887472e+00 -9.089715e+00 93 -4.089715e+00 3.887472e+00 94 2.944759e+00 -4.089715e+00 95 -4.089715e+00 2.944759e+00 96 -1.453304e+00 -4.089715e+00 97 -7.246768e+00 -1.453304e+00 98 -4.299202e+00 -7.246768e+00 99 4.534168e+00 -4.299202e+00 100 -2.372237e+00 4.534168e+00 101 -7.892191e+00 -2.372237e+00 102 1.753232e+00 -7.892191e+00 103 2.553280e-01 1.753232e+00 104 8.874721e-01 2.553280e-01 105 -4.218189e+00 8.874721e-01 106 -4.991252e-01 -4.218189e+00 107 -6.892191e+00 -4.991252e-01 108 1.863692e+00 -6.892191e+00 109 -5.139834e+00 1.863692e+00 110 3.216997e+00 -5.139834e+00 111 -3.299202e+00 3.216997e+00 112 2.587946e+00 -3.299202e+00 113 2.347349e-15 2.587946e+00 114 2.570998e+00 2.347349e-15 115 -2.510031e+00 2.570998e+00 116 -4.429002e+00 -2.510031e+00 117 3.849616e-02 -4.429002e+00 118 1.038496e+00 3.849616e-02 119 3.849616e-02 1.038496e+00 120 -2.429002e+00 3.849616e-02 121 -1.348101e+00 -2.429002e+00 122 -9.615038e-01 -1.348101e+00 123 1.038496e+00 -9.615038e-01 124 -2.226227e+00 1.038496e+00 125 3.849616e-02 -2.226227e+00 126 -1.226227e+00 3.849616e-02 127 -1.631979e+00 -1.226227e+00 128 -1.631979e+00 -1.631979e+00 129 8.305743e-01 -1.631979e+00 130 1.207883e+00 8.305743e-01 131 2.078826e-01 1.207883e+00 132 3.073233e+00 2.078826e-01 133 -7.007834e+00 3.073233e+00 134 -6.729050e+00 -7.007834e+00 135 2.073233e+00 -6.729050e+00 136 1.992166e+00 2.073233e+00 137 -4.089715e+00 1.992166e+00 138 2.417369e+00 -4.089715e+00 139 -3.744672e+00 2.417369e+00 140 -1.729050e+00 -3.744672e+00 141 -1.125748e+00 -1.729050e+00 142 1.255328e+00 -1.125748e+00 143 6.449049e+00 1.255328e+00 144 -8.044938e+00 6.449049e+00 145 3.570998e+00 -8.044938e+00 146 4.830574e+00 3.570998e+00 147 2.171715e-01 4.830574e+00 148 -4.007834e+00 2.171715e-01 149 -1.077216e+00 -4.007834e+00 150 9.102852e-01 -1.077216e+00 151 1.570998e+00 9.102852e-01 152 3.607809e+00 1.570998e+00 153 1.376852e+01 3.607809e+00 154 4.768522e+00 1.376852e+01 155 -6.156429e-01 4.768522e+00 156 1.038017e+00 -6.156429e-01 157 7.038017e+00 1.038017e+00 158 3.801679e-02 7.038017e+00 159 2.874033e+00 3.801679e-02 160 9.874033e+00 2.874033e+00 161 -3.044938e+00 9.874033e+00 162 -1.044938e+00 -3.044938e+00 163 1.578367e-01 -1.044938e+00 164 2.955062e+00 1.578367e-01 165 -3.125967e+00 2.955062e+00 166 -6.125967e+00 -3.125967e+00 167 -4.842163e+00 -6.125967e+00 168 3.157837e+00 -4.842163e+00 169 1.695506e+01 3.157837e+00 170 -6.125967e+00 1.695506e+01 171 -3.514139e+00 -6.125967e+00 172 2.804943e+00 -3.514139e+00 173 7.157837e+00 2.804943e+00 174 1.015784e+01 7.157837e+00 175 5.651824e+00 1.015784e+01 176 -7.044938e+00 5.651824e+00 177 -1.842163e+00 -7.044938e+00 178 -1.125967e+00 -1.842163e+00 179 7.874033e+00 -1.125967e+00 180 1.487403e+01 7.874033e+00 181 -2.348176e+00 1.487403e+01 182 -7.125967e+00 -2.348176e+00 183 -8.421633e-01 -7.125967e+00 184 1.874033e+00 -8.421633e-01 185 4.874033e+00 1.874033e+00 186 1.955062e+00 4.874033e+00 187 -2.314785e-01 1.955062e+00 188 1.115784e+01 -2.314785e-01 189 -3.481757e-01 1.115784e+01 190 -3.125967e+00 -3.481757e-01 191 1.495506e+01 -3.125967e+00 192 4.570998e+00 1.495506e+01 193 4.874033e+00 4.570998e+00 194 2.157837e+00 4.874033e+00 195 1.955062e+00 2.157837e+00 196 9.651824e+00 1.955062e+00 197 -8.421633e-01 9.651824e+00 198 3.874033e+00 -8.421633e-01 199 7.685215e-01 3.874033e+00 200 5.709977e-01 7.685215e-01 201 -7.125967e+00 5.709977e-01 202 -2.125967e+00 -7.125967e+00 203 -1.044938e+00 -2.125967e+00 204 -2.125967e+00 -1.044938e+00 205 -2.348176e+00 -2.125967e+00 206 1.095506e+01 -2.348176e+00 207 4.874033e+00 1.095506e+01 208 9.874033e+00 4.874033e+00 209 -5.125967e+00 9.874033e+00 210 6.874033e+00 -5.125967e+00 211 -1.514139e+00 6.874033e+00 212 -3.044938e+00 -1.514139e+00 213 3.157837e+00 -3.044938e+00 214 -1.514139e+00 3.157837e+00 215 1.587403e+01 -1.514139e+00 216 -2.044938e+00 1.587403e+01 217 5.874033e+00 -2.044938e+00 218 7.874033e+00 5.874033e+00 219 8.740332e-01 7.874033e+00 220 -4.195057e+00 8.740332e-01 221 -3.195057e+00 -4.195057e+00 222 -3.679425e+00 -3.195057e+00 223 -3.679425e+00 -3.679425e+00 224 -3.348101e+00 -3.679425e+00 225 -7.231478e+00 -3.348101e+00 226 -2.348101e+00 -7.231478e+00 227 1.517521e+00 -2.348101e+00 228 -3.679425e+00 1.517521e+00 229 -5.231478e+00 -3.679425e+00 230 -2.195057e+00 -5.231478e+00 231 5.175211e-01 -2.195057e+00 232 -2.679425e+00 5.175211e-01 233 6.517521e+00 -2.679425e+00 234 -2.679425e+00 6.517521e+00 235 -3.679425e+00 -2.679425e+00 236 -7.231478e+00 -3.679425e+00 237 -3.712543e+00 -7.231478e+00 238 -2.429369e+00 -3.712543e+00 239 -1.996421e+00 -2.429369e+00 240 -4.287789e+00 -1.996421e+00 241 3.264360e+00 -4.287789e+00 242 -4.287789e+00 3.264360e+00 243 -9.394700e-01 -4.287789e+00 244 -1.429369e+00 -9.394700e-01 245 -9.394700e-01 -1.429369e+00 246 -6.794247e-01 -9.394700e-01 247 7.333333e+00 -6.794247e-01 248 -7.666667e+00 7.333333e+00 249 1.333333e+00 -7.666667e+00 250 -1.666667e+00 1.333333e+00 251 -3.666667e+00 -1.666667e+00 252 -7.666667e+00 -3.666667e+00 253 -5.666667e+00 -7.666667e+00 254 2.333333e+00 -5.666667e+00 255 4.333333e+00 2.333333e+00 256 -4.666667e+00 4.333333e+00 257 -6.666667e-01 -4.666667e+00 258 1.633333e+01 -6.666667e-01 259 8.749262e+00 1.633333e+01 260 7.492623e-01 8.749262e+00 261 1.749262e+00 7.492623e-01 262 -3.250738e+00 1.749262e+00 263 1.578367e-01 -3.250738e+00 264 -9.964208e-01 1.578367e-01 265 5.301160e-01 -9.964208e-01 266 3.773773e+00 5.301160e-01 267 1.530116e+00 3.773773e+00 268 -1.259668e-01 1.530116e+00 269 -4.947775e+00 -1.259668e-01 270 -6.947775e+00 -4.947775e+00 271 -2.453788e+00 -6.947775e+00 272 4.194493e+00 -2.453788e+00 273 -5.805507e+00 4.194493e+00 274 -3.226227e+00 -5.805507e+00 275 4.732891e+00 -3.226227e+00 276 1.194493e+00 4.732891e+00 277 3.125527e+00 1.194493e+00 278 -4.978025e-01 3.125527e+00 279 -2.880475e+00 -4.978025e-01 280 1.298368e+00 -2.880475e+00 281 3.530116e+00 1.298368e+00 282 -6.044938e+00 3.530116e+00 283 -4.044938e+00 -6.044938e+00 284 -7.842163e+00 -4.044938e+00 285 -2.615643e+00 -7.842163e+00 286 -6.842163e+00 -2.615643e+00 287 3.222997e-01 -6.842163e+00 288 -2.842163e+00 3.222997e-01 289 -8.421633e-01 -2.842163e+00 290 -6.842163e+00 -8.421633e-01 291 -5.842163e+00 -6.842163e+00 292 3.955062e+00 -5.842163e+00 293 -5.044938e+00 3.955062e+00 294 -3.267109e+00 -5.044938e+00 295 7.328909e-01 -3.267109e+00 296 -2.267109e+00 7.328909e-01 297 -2.272360e+00 -2.267109e+00 298 -3.267109e+00 -2.272360e+00 299 -6.272360e+00 -3.267109e+00 300 -2.267109e+00 -6.272360e+00 301 -1.267109e+00 -2.267109e+00 302 -3.267109e+00 -1.267109e+00 303 -1.267109e+00 -3.267109e+00 304 -1.735640e+00 -1.267109e+00 305 2.668161e+00 -1.735640e+00 306 -9.394700e-01 2.668161e+00 307 3.254844e+00 -9.394700e-01 308 1.060530e+00 3.254844e+00 309 -7.356405e-01 1.060530e+00 310 -3.331839e+00 -7.356405e-01 311 3.579334e+00 -3.331839e+00 312 -1.939470e+00 3.579334e+00 313 -2.939470e+00 -1.939470e+00 314 -2.939470e+00 -2.939470e+00 315 -4.206663e-01 -2.939470e+00 316 -3.745156e+00 -4.206663e-01 317 -3.679425e+00 -3.745156e+00 318 3.205753e-01 -3.679425e+00 319 -4.348176e+00 3.205753e-01 320 -6.794247e-01 -4.348176e+00 321 -4.631979e+00 -6.794247e-01 322 -3.510031e+00 -4.631979e+00 323 -2.679425e+00 -3.510031e+00 324 -1.679425e+00 -2.679425e+00 325 3.320575e+00 -1.679425e+00 326 -6.794247e-01 3.320575e+00 327 -3.679425e+00 -6.794247e-01 328 -1.331839e+00 -3.679425e+00 329 -7.356405e-01 -1.331839e+00 330 2.643595e-01 -7.356405e-01 331 1.546212e+00 2.643595e-01 332 -2.113738e+00 1.546212e+00 333 -4.978025e-01 -2.113738e+00 334 -2.331839e+00 -4.978025e-01 335 -1.497803e+00 -2.331839e+00 336 -3.679425e+00 -1.497803e+00 337 -3.392191e+00 -3.679425e+00 338 -3.261203e-01 -3.392191e+00 339 -5.842163e+00 -3.261203e-01 340 -6.125967e+00 -5.842163e+00 341 5.175211e-01 -6.125967e+00 342 -7.356405e-01 5.175211e-01 343 8.128867e-01 -7.356405e-01 344 -6.794247e-01 8.128867e-01 345 8.320575e+00 -6.794247e-01 346 -2.679425e+00 8.320575e+00 347 2.754213e+00 -2.679425e+00 348 -2.610228e+00 2.754213e+00 349 -3.679425e+00 -2.610228e+00 350 -4.048841e+00 -3.679425e+00 351 3.426289e+00 -4.048841e+00 352 6.043789e-01 3.426289e+00 353 1.264360e+00 6.043789e-01 354 2.320575e+00 1.264360e+00 355 -1.735640e+00 2.320575e+00 356 3.897716e-01 -1.735640e+00 357 -3.679425e+00 3.897716e-01 358 -3.956211e-01 -3.679425e+00 359 4.628798e+00 -3.956211e-01 360 6.726327e+00 4.628798e+00 361 2.726327e+00 6.726327e+00 362 3.038496e+00 2.726327e+00 363 -1.961504e+00 3.038496e+00 364 -2.250738e+00 -1.961504e+00 365 4.749262e+00 -2.250738e+00 366 -2.961504e+00 4.749262e+00 367 7.492623e-01 -2.961504e+00 368 -1.961504e+00 7.492623e-01 369 -1.961983e+00 -1.961504e+00 370 -3.610228e+00 -1.961983e+00 371 -1.961983e+00 -3.610228e+00 372 3.801679e-02 -1.961983e+00 373 -1.961983e+00 3.801679e-02 374 3.389772e+00 -1.961983e+00 375 -6.102284e-01 3.389772e+00 376 3.992166e+00 -6.102284e-01 377 2.991873e+00 3.992166e+00 378 4.485861e+00 2.991873e+00 379 5.485861e+00 4.485861e+00 380 -5.141389e-01 5.485861e+00 381 6.353918e-01 -5.141389e-01 382 6.353918e-01 6.353918e-01 383 3.911138e+00 6.353918e-01 384 -2.088862e+00 3.911138e+00 385 -2.392191e+00 -2.088862e+00 386 1.716420e+00 -2.392191e+00 387 1.992166e+00 1.716420e+00 388 5.485861e+00 1.992166e+00 389 3.485861e+00 5.485861e+00 390 -5.141389e-01 3.485861e+00 391 2.607809e+00 -5.141389e-01 392 4.485861e+00 2.607809e+00 393 -2.299202e+00 4.485861e+00 394 7.007983e-01 -2.299202e+00 395 1.716420e+00 7.007983e-01 396 1.607809e+00 1.716420e+00 397 -2.510031e+00 1.607809e+00 398 2.489969e+00 -2.510031e+00 399 -3.429002e+00 2.489969e+00 400 4.899690e-01 -3.429002e+00 401 4.899690e-01 4.899690e-01 402 -6.197507e-01 4.899690e-01 403 -3.550951e+00 -6.197507e-01 404 -4.550951e+00 -3.550951e+00 405 -1.619751e+00 -4.550951e+00 406 -3.113738e+00 -1.619751e+00 407 -6.113738e+00 -3.113738e+00 408 8.862616e-01 -6.113738e+00 409 -2.250738e+00 8.862616e-01 410 -4.028959e+00 -2.250738e+00 411 -2.656524e+00 -4.028959e+00 412 -2.469884e+00 -2.656524e+00 413 -4.469884e+00 -2.469884e+00 414 -4.028959e+00 -4.469884e+00 415 -4.028959e+00 -4.028959e+00 416 -5.429002e+00 -4.028959e+00 417 -5.429002e+00 -5.429002e+00 418 -5.429002e+00 -5.429002e+00 419 -3.550951e+00 -5.429002e+00 420 -4.550951e+00 -3.550951e+00 421 -4.429002e+00 -4.550951e+00 422 -5.372237e+00 -4.429002e+00 423 -2.783003e+00 -5.372237e+00 424 -3.926767e+00 -2.783003e+00 425 -1.372237e+00 -3.926767e+00 426 -7.089715e+00 -1.372237e+00 427 -4.169426e+00 -7.089715e+00 428 7.509592e+00 -4.169426e+00 429 -5.356688e-01 7.509592e+00 430 3.627763e+00 -5.356688e-01 431 1.992166e+00 3.627763e+00 432 -5.127946e+00 1.992166e+00 433 3.073233e+00 -5.127946e+00 434 1.727640e+00 3.073233e+00 435 -5.429002e+00 1.727640e+00 436 -6.353427e+00 -5.429002e+00 437 1.913944e+00 -6.353427e+00 438 3.028978e+00 1.913944e+00 439 1.872054e+00 3.028978e+00 440 6.464331e+00 1.872054e+00 441 9.464331e+00 6.464331e+00 442 4.329090e+00 9.464331e+00 443 2.489969e+00 4.329090e+00 444 5.603639e-01 2.489969e+00 445 8.862616e-01 5.603639e-01 446 1.955062e+00 8.862616e-01 447 2.716420e+00 1.955062e+00 448 6.727640e+00 2.716420e+00 449 5.700798e+00 6.727640e+00 450 -5.127946e+00 5.700798e+00 451 5.464331e+00 -5.127946e+00 452 6.607809e+00 5.464331e+00 453 -3.429002e+00 6.607809e+00 454 -4.971022e+00 -3.429002e+00 455 5.255328e+00 -4.971022e+00 456 1.485861e+00 5.255328e+00 457 -3.226227e+00 1.485861e+00 458 -4.701937e+00 -3.226227e+00 459 5.709977e-01 -4.701937e+00 460 7.464331e+00 5.709977e-01 461 3.028978e+00 7.464331e+00 462 3.983619e+00 3.028978e+00 463 8.464572e-02 3.983619e+00 464 3.560364e+00 8.464572e-02 465 7.502197e+00 3.560364e+00 466 -9.008127e+00 7.502197e+00 467 3.727640e+00 -9.008127e+00 468 3.913944e+00 3.727640e+00 469 5.255328e+00 3.913944e+00 470 -3.631979e+00 5.255328e+00 471 -8.632832e+00 -3.631979e+00 472 3.449049e+00 -8.632832e+00 473 1.032909e+01 3.449049e+00 474 7.164204e-01 1.032909e+01 475 -3.044938e+00 7.164204e-01 476 5.255328e+00 -3.044938e+00 477 1.002898e+01 5.255328e+00 478 2.700798e+00 1.002898e+01 479 3.716420e+00 2.700798e+00 480 1.246433e+01 3.716420e+00 481 6.440502e+00 1.246433e+01 482 2.874033e+00 6.440502e+00 483 3.671682e-01 2.874033e+00 484 4.384157e-01 3.671682e-01 485 5.546696e+00 4.384157e-01 486 -1.744672e+00 5.546696e+00 487 -3.283580e+00 -1.744672e+00 488 1.367168e+00 -3.283580e+00 489 3.627763e+00 1.367168e+00 490 -1.435308e+00 3.627763e+00 491 9.530116e+00 -1.435308e+00 492 1.295506e+01 9.530116e+00 493 8.367168e+00 1.295506e+01 494 6.028978e+00 8.367168e+00 495 3.502197e+00 6.028978e+00 496 -4.439636e+00 3.502197e+00 497 7.125527e+00 -4.439636e+00 498 -5.372237e+00 7.125527e+00 499 -5.021243e+00 -5.372237e+00 500 -4.283580e+00 -5.021243e+00 501 1.716420e+00 -4.283580e+00 502 1.716420e+00 1.716420e+00 503 2.991873e+00 1.716420e+00 504 5.716420e+00 2.991873e+00 505 7.464331e+00 5.716420e+00 506 -4.290023e-01 7.464331e+00 507 9.157681e+00 -4.290023e-01 508 2.553280e-01 9.157681e+00 509 9.073233e+00 2.553280e-01 510 7.992166e+00 9.073233e+00 511 6.125527e+00 7.992166e+00 512 -9.615038e-01 6.125527e+00 513 -1.961504e+00 -9.615038e-01 514 2.038496e+00 -1.961504e+00 515 2.038496e+00 2.038496e+00 516 2.264360e+00 2.038496e+00 517 5.264360e+00 2.264360e+00 518 3.264360e+00 5.264360e+00 519 2.264360e+00 3.264360e+00 520 -9.615038e-01 2.264360e+00 > 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/wessaorg/rcomp/tmp/7z8n01355761617.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/wessaorg/rcomp/tmp/8ug701355761617.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/wessaorg/rcomp/tmp/90txa1355761617.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') Warning messages: 1: Not plotting observations with leverage one: 114 2: Not plotting observations with leverage one: 114 > par(opar) > dev.off() null device 1 > if (n > n25) { + postscript(file="/var/wessaorg/rcomp/tmp/109bd81355761617.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/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/wessaorg/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$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='') + } + } > myeq <- paste(myeq, ' + e[t]') > a<-table.row.start(a) > a<-table.element(a, myeq) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/11eeli1355761617.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Variable',header=TRUE) > a<-table.element(a,'Parameter',header=TRUE) > a<-table.element(a,'S.D.',header=TRUE) > a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE) > a<-table.element(a,'2-tail p-value',header=TRUE) > a<-table.element(a,'1-tail p-value',header=TRUE) > a<-table.row.end(a) > for (i in 1:k){ + a<-table.row.start(a) + a<-table.element(a,rownames(mysum$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$coefficients[i,4]/2,6)) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/12x3jy1355761617.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Multiple R',1,TRUE) > a<-table.element(a, sqrt(mysum$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$sigma) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Sum Squared Residuals',1,TRUE) > a<-table.element(a, sum(myerror*myerror)) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/13wcbt1355761617.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Time or Index', 1, TRUE) > a<-table.element(a, 'Actuals', 1, TRUE) > a<-table.element(a, 'Interpolation
Forecast', 1, TRUE) > a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE) > a<-table.row.end(a) > for (i in 1:n) { + a<-table.row.start(a) + a<-table.element(a,i, 1, TRUE) + a<-table.element(a,x[i]) + a<-table.element(a,x[i]-mysum$resid[i]) + a<-table.element(a,mysum$resid[i]) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/14wpci1355761617.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/wessaorg/rcomp/tmp/15un7s1355761617.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/wessaorg/rcomp/tmp/16l3qk1355761617.tab") + } > > try(system("convert tmp/1r6su1355761617.ps tmp/1r6su1355761617.png",intern=TRUE)) character(0) > try(system("convert tmp/226uf1355761617.ps tmp/226uf1355761617.png",intern=TRUE)) character(0) > try(system("convert tmp/3l3zd1355761617.ps tmp/3l3zd1355761617.png",intern=TRUE)) character(0) > try(system("convert tmp/4anxy1355761617.ps tmp/4anxy1355761617.png",intern=TRUE)) character(0) > try(system("convert tmp/5zfl81355761617.ps tmp/5zfl81355761617.png",intern=TRUE)) character(0) > try(system("convert tmp/6e5ep1355761617.ps tmp/6e5ep1355761617.png",intern=TRUE)) character(0) > try(system("convert tmp/7z8n01355761617.ps tmp/7z8n01355761617.png",intern=TRUE)) character(0) > try(system("convert tmp/8ug701355761617.ps tmp/8ug701355761617.png",intern=TRUE)) character(0) > try(system("convert tmp/90txa1355761617.ps tmp/90txa1355761617.png",intern=TRUE)) character(0) > try(system("convert tmp/109bd81355761617.ps tmp/109bd81355761617.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 69.130 1.849 71.054