R version 2.13.0 (2011-04-13) Copyright (C) 2011 The R Foundation for Statistical Computing ISBN 3-900051-07-0 Platform: i486-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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,82206 + ,1182 + ,91005 + ,29 + ,3 + ,29 + ,11 + ,32073 + ,528 + ,40248 + ,16 + ,1 + ,8 + ,4 + ,5444 + ,642 + ,64187 + ,27 + ,0 + ,10 + ,16 + ,20154 + ,947 + ,50857 + ,21 + ,0 + ,15 + ,20 + ,36944 + ,819 + ,56613 + ,19 + ,1 + ,15 + ,12 + ,8019 + ,757 + ,62792 + ,35 + ,0 + ,28 + ,15 + ,30884 + ,894 + ,72535 + ,14 + ,0 + ,17 + ,16 + ,19540) + ,dim=c(7 + ,289) + ,dimnames=list(c('pageviews' + ,'time' + ,'logins' + ,'shared' + ,'blogged' + ,'reviewed' + ,'totsize') + ,1:289)) > y <- array(NA,dim=c(7,289),dimnames=list(c('pageviews','time','logins','shared','blogged','reviewed','totsize'),1:289)) > 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 = '7' > library(lattice) > library(lmtest) Loading required package: zoo > 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 totsize pageviews time logins shared blogged reviewed 1 112285 1418 210907 56 3 79 30 2 84786 869 120982 56 4 58 28 3 83123 1530 176508 54 12 60 38 4 101193 2172 179321 89 2 108 30 5 38361 901 123185 40 1 49 22 6 68504 463 52746 25 3 0 26 7 119182 3201 385534 92 0 121 25 8 22807 371 33170 18 0 1 18 9 17140 1192 101645 63 0 20 11 10 116174 1583 149061 44 5 43 26 11 57635 1439 165446 33 0 69 25 12 66198 1764 237213 84 0 78 38 13 71701 1495 173326 88 7 86 44 14 57793 1373 133131 55 7 44 30 15 80444 2187 258873 60 3 104 40 16 53855 1491 180083 66 9 63 34 17 97668 4041 324799 154 0 158 47 18 133824 1706 230964 53 4 102 30 19 101481 2152 236785 119 3 77 31 20 99645 1036 135473 41 0 82 23 21 114789 1882 202925 61 7 115 36 22 99052 1929 215147 58 0 101 36 23 67654 2242 344297 75 1 80 30 24 65553 1220 153935 33 5 50 25 25 97500 1289 132943 40 7 83 39 26 69112 2515 174724 92 0 123 34 27 82753 2147 174415 100 0 73 31 28 85323 2352 225548 112 5 81 31 29 72654 1638 223632 73 0 105 33 30 30727 1222 124817 40 0 47 25 31 77873 1812 221698 45 0 105 33 32 117478 1677 210767 60 3 94 35 33 74007 1579 170266 62 4 44 42 34 90183 1731 260561 75 1 114 43 35 61542 807 84853 31 4 38 30 36 101494 2452 294424 77 2 107 33 37 27570 829 101011 34 0 30 13 38 55813 1940 215641 46 0 71 32 39 79215 2662 325107 99 0 84 36 40 1423 186 7176 17 0 0 0 41 55461 1499 167542 66 2 59 28 42 31081 865 106408 30 1 33 14 43 22996 1793 96560 76 0 42 17 44 83122 2527 265769 146 2 96 32 45 70106 2747 269651 67 10 106 30 46 60578 1324 149112 56 6 56 35 47 39992 2702 175824 107 0 57 20 48 79892 1383 152871 58 5 59 28 49 49810 1179 111665 34 4 39 28 50 71570 2099 116408 61 1 34 39 51 100708 4308 362301 119 2 76 34 52 33032 918 78800 42 2 20 26 53 82875 1831 183167 66 0 91 39 54 139077 3373 277965 89 8 115 39 55 71595 1713 150629 44 3 85 33 56 72260 1438 168809 66 0 76 28 57 5950 496 24188 24 0 8 4 58 115762 2253 329267 259 8 79 39 59 32551 744 65029 17 5 21 18 60 31701 1161 101097 64 3 30 14 61 80670 2352 218946 41 1 76 29 62 143558 2144 244052 68 5 101 44 63 117105 4691 341570 168 1 94 21 64 23789 1112 103597 43 1 27 16 65 120733 2694 233328 132 5 92 28 66 105195 1973 256462 105 0 123 35 67 73107 1769 206161 71 12 75 28 68 132068 3148 311473 112 8 128 38 69 149193 2474 235800 94 8 105 23 70 46821 2084 177939 82 8 55 36 71 87011 1954 207176 70 8 56 32 72 95260 1226 196553 57 2 41 29 73 55183 1389 174184 53 0 72 25 74 106671 1496 143246 103 5 67 27 75 73511 2269 187559 121 8 75 36 76 92945 1833 187681 62 2 114 28 77 78664 1268 119016 52 5 118 23 78 70054 1943 182192 52 12 77 40 79 22618 893 73566 32 6 22 23 80 74011 1762 194979 62 7 66 40 81 83737 1403 167488 45 2 69 28 82 69094 1425 143756 46 0 105 34 83 93133 1857 275541 63 4 116 33 84 95536 1840 243199 75 3 88 28 85 225920 1502 182999 88 6 73 34 86 62133 1441 135649 46 2 99 30 87 61370 1420 152299 53 0 62 33 88 43836 1416 120221 37 1 53 22 89 106117 2970 346485 90 0 118 38 90 38692 1317 145790 63 5 30 26 91 84651 1644 193339 78 2 100 35 92 56622 870 80953 25 0 49 8 93 15986 1654 122774 45 0 24 24 94 95364 1054 130585 46 5 67 29 95 26706 937 112611 41 0 46 20 96 89691 3004 286468 144 1 57 29 97 67267 2008 241066 82 0 75 45 98 126846 2547 148446 91 1 135 37 99 41140 1885 204713 71 1 68 33 100 102860 1626 182079 63 2 124 33 101 51715 1468 140344 53 6 33 25 102 55801 2445 220516 62 1 98 32 103 111813 1964 243060 63 4 58 29 104 120293 1381 162765 32 2 68 28 105 138599 1369 182613 39 3 81 28 106 161647 1659 232138 62 0 131 31 107 115929 2888 265318 117 10 110 52 108 24266 1290 85574 34 0 37 21 109 162901 2845 310839 92 9 130 24 110 109825 1982 225060 93 7 93 41 111 129838 1904 232317 54 0 118 33 112 37510 1391 144966 144 0 39 32 113 43750 602 43287 14 4 13 19 114 40652 1743 155754 61 4 74 20 115 87771 1559 164709 109 0 81 31 116 85872 2014 201940 38 0 109 31 117 89275 2143 235454 73 0 151 32 118 44418 2146 220801 75 1 51 18 119 192565 874 99466 50 0 28 23 120 35232 1590 92661 61 1 40 17 121 40909 1590 133328 55 0 56 20 122 13294 1210 61361 77 0 27 12 123 32387 2072 125930 75 4 37 17 124 140867 1281 100750 72 0 83 30 125 120662 1401 224549 50 4 54 31 126 21233 834 82316 32 4 27 10 127 44332 1105 102010 53 3 28 13 128 61056 1272 101523 42 0 59 22 129 101338 1944 243511 71 0 133 42 130 1168 391 22938 10 0 12 1 131 13497 761 41566 35 5 0 9 132 65567 1605 152474 65 0 106 32 133 25162 530 61857 25 4 23 11 134 32334 1988 99923 66 0 44 25 135 40735 1386 132487 41 0 71 36 136 91413 2395 317394 86 1 116 31 137 855 387 21054 16 0 4 0 138 97068 1742 209641 42 5 62 24 139 44339 620 22648 19 0 12 13 140 14116 449 31414 19 0 18 8 141 10288 800 46698 45 0 14 13 142 65622 1684 131698 65 0 60 19 143 16563 1050 91735 35 0 7 18 144 76643 2699 244749 95 2 98 33 145 110681 1606 184510 49 7 64 40 146 29011 1502 79863 37 1 29 22 147 92696 1204 128423 64 8 32 38 148 94785 1138 97839 38 2 25 24 149 8773 568 38214 34 0 16 8 150 83209 1459 151101 32 2 48 35 151 93815 2158 272458 65 0 100 43 152 86687 1111 172494 52 0 46 43 153 34553 1421 108043 62 1 45 14 154 105547 2833 328107 65 3 129 41 155 103487 1955 250579 83 0 130 38 156 213688 2922 351067 95 3 136 45 157 71220 1002 158015 29 0 59 31 158 23517 1060 98866 18 0 25 13 159 56926 956 85439 33 0 32 28 160 91721 2186 229242 247 4 63 31 161 115168 3604 351619 139 4 95 40 162 111194 1035 84207 29 11 14 30 163 51009 1417 120445 118 0 36 16 164 135777 3261 324598 110 0 113 37 165 51513 1587 131069 67 4 47 30 166 74163 1424 204271 42 0 92 35 167 51633 1701 165543 65 1 70 32 168 75345 1249 141722 94 0 19 27 169 33416 946 116048 64 0 50 20 170 83305 1926 250047 81 0 41 18 171 98952 3352 299775 95 9 91 31 172 102372 1641 195838 67 1 111 31 173 37238 2035 173260 63 3 41 21 174 103772 2312 254488 83 10 120 39 175 123969 1369 104389 45 5 135 41 176 27142 1577 136084 30 0 27 13 177 135400 2201 199476 70 2 87 32 178 21399 961 92499 32 0 25 18 179 130115 1900 224330 83 1 131 39 180 24874 1254 135781 31 2 45 14 181 34988 1335 74408 67 4 29 7 182 45549 1597 81240 66 0 58 17 183 6023 207 14688 10 0 4 0 184 64466 1645 181633 70 2 47 30 185 54990 2429 271856 103 1 109 37 186 1644 151 7199 5 0 7 0 187 6179 474 46660 20 0 12 5 188 3926 141 17547 5 0 0 1 189 32755 1639 133368 36 1 37 16 190 34777 872 95227 34 0 37 32 191 73224 1318 152601 48 2 46 24 192 27114 1018 98146 40 0 15 17 193 20760 1383 79619 43 3 42 11 194 37636 1314 59194 31 6 7 24 195 65461 1335 139942 42 0 54 22 196 30080 1403 118612 46 2 54 12 197 24094 910 72880 33 0 14 19 198 69008 616 65475 18 2 16 13 199 54968 1407 99643 55 1 33 17 200 46090 771 71965 35 1 32 15 201 27507 766 77272 59 2 21 16 202 10672 473 49289 19 1 15 24 203 34029 1376 135131 66 0 38 15 204 46300 1232 108446 60 1 22 17 205 24760 1521 89746 36 3 28 18 206 18779 572 44296 25 0 10 20 207 21280 1059 77648 47 0 31 16 208 40662 1544 181528 54 0 32 16 209 28987 1230 134019 53 0 32 18 210 22827 1206 124064 40 1 43 22 211 18513 1205 92630 40 4 27 8 212 30594 1255 121848 39 0 37 17 213 24006 613 52915 14 0 20 18 214 27913 721 81872 45 0 32 16 215 42744 1109 58981 36 7 0 23 216 12934 740 53515 28 2 5 22 217 22574 1126 60812 44 0 26 13 218 41385 728 56375 30 7 10 13 219 18653 689 65490 22 3 27 16 220 18472 592 80949 17 0 11 16 221 30976 995 76302 31 0 29 20 222 63339 1613 104011 55 6 25 22 223 25568 2048 98104 54 2 55 17 224 33747 705 67989 21 0 23 18 225 4154 301 30989 14 0 5 17 226 19474 1803 135458 81 3 43 12 227 35130 799 73504 35 0 23 7 228 39067 861 63123 43 1 34 17 229 13310 1186 61254 46 1 36 14 230 65892 1451 74914 30 0 35 23 231 4143 628 31774 23 1 0 17 232 28579 1161 81437 38 0 37 14 233 51776 1463 87186 54 0 28 15 234 21152 742 50090 20 0 16 17 235 38084 979 65745 53 0 26 21 236 27717 675 56653 45 0 38 18 237 32928 1241 158399 39 0 23 18 238 11342 676 46455 20 0 22 17 239 19499 1049 73624 24 0 30 17 240 16380 620 38395 31 0 16 16 241 36874 1081 91899 35 0 18 15 242 48259 1688 139526 151 0 28 21 243 16734 736 52164 52 0 32 16 244 28207 617 51567 30 2 21 14 245 30143 812 70551 31 0 23 15 246 41369 1051 84856 29 1 29 17 247 45833 1656 102538 57 1 50 15 248 29156 705 86678 40 0 12 15 249 35944 945 85709 44 0 21 10 250 36278 554 34662 25 0 18 6 251 45588 1597 150580 77 0 27 22 252 45097 982 99611 35 0 41 21 253 3895 222 19349 11 0 13 1 254 28394 1212 99373 63 1 12 18 255 18632 1143 86230 44 0 21 17 256 2325 435 30837 19 0 8 4 257 25139 532 31706 13 0 26 10 258 27975 882 89806 42 0 27 16 259 14483 608 62088 38 1 13 16 260 13127 459 40151 29 0 16 9 261 5839 578 27634 20 0 2 16 262 24069 826 76990 27 0 42 17 263 3738 509 37460 20 0 5 7 264 18625 717 54157 19 0 37 15 265 36341 637 49862 37 0 17 14 266 24548 857 84337 26 0 38 14 267 21792 830 64175 42 0 37 18 268 26263 652 59382 49 0 29 12 269 23686 707 119308 30 0 32 16 270 49303 954 76702 49 0 35 21 271 25659 1461 103425 67 1 17 19 272 28904 672 70344 28 0 20 16 273 2781 778 43410 19 0 7 1 274 29236 1141 104838 49 1 46 16 275 19546 680 62215 27 0 24 10 276 22818 1090 69304 30 6 40 19 277 32689 616 53117 22 3 3 12 278 5752 285 19764 12 1 10 2 279 22197 1145 86680 31 2 37 14 280 20055 733 84105 20 0 17 17 281 25272 888 77945 20 0 28 19 282 82206 849 89113 39 0 19 14 283 32073 1182 91005 29 3 29 11 284 5444 528 40248 16 1 8 4 285 20154 642 64187 27 0 10 16 286 36944 947 50857 21 0 15 20 287 8019 819 56613 19 1 15 12 288 30884 757 62792 35 0 28 15 289 19540 894 72535 14 0 17 16 > k <- length(x[1,]) > df <- as.data.frame(x) > (mylm <- lm(df)) Call: lm(formula = df) Coefficients: (Intercept) pageviews time logins shared blogged -278.3956 -10.6874 0.1734 71.4210 2235.7235 419.8750 reviewed 810.2645 > (mysum <- summary(mylm)) Call: lm(formula = df) Residuals: Min 1Q Median 3Q Max -51260 -13652 -4339 9173 150970 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -278.39564 3712.36512 -0.075 0.940275 pageviews -10.68741 4.53671 -2.356 0.019170 * time 0.17344 0.04568 3.797 0.000180 *** logins 71.42100 63.22201 1.130 0.259569 shared 2235.72347 551.72201 4.052 6.56e-05 *** blogged 419.87499 73.25188 5.732 2.55e-08 *** reviewed 810.26447 224.28649 3.613 0.000359 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 23250 on 282 degrees of freedom Multiple R-squared: 0.6762, Adjusted R-squared: 0.6693 F-statistic: 98.13 on 6 and 282 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,] 0.84948248 3.010350e-01 1.505175e-01 [2,] 0.79181726 4.163655e-01 2.081827e-01 [3,] 0.89432472 2.113506e-01 1.056753e-01 [4,] 0.86795538 2.640892e-01 1.320446e-01 [5,] 0.83899971 3.220006e-01 1.610003e-01 [6,] 0.84399278 3.120144e-01 1.560072e-01 [7,] 0.86701425 2.659715e-01 1.329858e-01 [8,] 0.81961114 3.607777e-01 1.803889e-01 [9,] 0.83346049 3.330790e-01 1.665395e-01 [10,] 0.85834944 2.833011e-01 1.416506e-01 [11,] 0.83230394 3.353921e-01 1.676961e-01 [12,] 0.77948923 4.410215e-01 2.205108e-01 [13,] 0.72672417 5.465517e-01 2.732758e-01 [14,] 0.71916891 5.616622e-01 2.808311e-01 [15,] 0.67198452 6.560310e-01 3.280155e-01 [16,] 0.60758936 7.848213e-01 3.924106e-01 [17,] 0.61201960 7.759608e-01 3.879804e-01 [18,] 0.60109296 7.978141e-01 3.989070e-01 [19,] 0.53855561 9.228888e-01 4.614444e-01 [20,] 0.52089156 9.582169e-01 4.791084e-01 [21,] 0.53681511 9.263698e-01 4.631849e-01 [22,] 0.49424070 9.884814e-01 5.057593e-01 [23,] 0.51223133 9.755373e-01 4.877687e-01 [24,] 0.48260904 9.652181e-01 5.173910e-01 [25,] 0.43600508 8.720102e-01 5.639949e-01 [26,] 0.37987031 7.597406e-01 6.201297e-01 [27,] 0.32744243 6.548849e-01 6.725576e-01 [28,] 0.32407875 6.481575e-01 6.759212e-01 [29,] 0.29764725 5.952945e-01 7.023527e-01 [30,] 0.25695451 5.139090e-01 7.430455e-01 [31,] 0.26098488 5.219698e-01 7.390151e-01 [32,] 0.22759494 4.551899e-01 7.724051e-01 [33,] 0.20704134 4.140827e-01 7.929587e-01 [34,] 0.18422358 3.684472e-01 8.157764e-01 [35,] 0.15439957 3.087991e-01 8.456004e-01 [36,] 0.23113538 4.622708e-01 7.688646e-01 [37,] 0.20973037 4.194607e-01 7.902696e-01 [38,] 0.17623723 3.524745e-01 8.237628e-01 [39,] 0.15071291 3.014258e-01 8.492871e-01 [40,] 0.12518674 2.503735e-01 8.748133e-01 [41,] 0.13849498 2.769900e-01 8.615050e-01 [42,] 0.13960607 2.792121e-01 8.603939e-01 [43,] 0.11924985 2.384997e-01 8.807501e-01 [44,] 0.09732787 1.946557e-01 9.026721e-01 [45,] 0.10700610 2.140122e-01 8.929939e-01 [46,] 0.09079193 1.815839e-01 9.092081e-01 [47,] 0.07399957 1.479991e-01 9.260004e-01 [48,] 0.06141552 1.228310e-01 9.385845e-01 [49,] 0.05967224 1.193445e-01 9.403278e-01 [50,] 0.04948595 9.897190e-02 9.505141e-01 [51,] 0.04044943 8.089886e-02 9.595506e-01 [52,] 0.03252109 6.504219e-02 9.674789e-01 [53,] 0.04947715 9.895430e-02 9.505228e-01 [54,] 0.07010536 1.402107e-01 9.298946e-01 [55,] 0.06099032 1.219806e-01 9.390097e-01 [56,] 0.07100836 1.420167e-01 9.289916e-01 [57,] 0.05897843 1.179569e-01 9.410216e-01 [58,] 0.06509637 1.301927e-01 9.349036e-01 [59,] 0.05341489 1.068298e-01 9.465851e-01 [60,] 0.10435347 2.087069e-01 8.956465e-01 [61,] 0.13804482 2.760896e-01 8.619552e-01 [62,] 0.11728542 2.345708e-01 8.827146e-01 [63,] 0.13991306 2.798261e-01 8.600869e-01 [64,] 0.12490919 2.498184e-01 8.750908e-01 [65,] 0.14537605 2.907521e-01 8.546240e-01 [66,] 0.14111564 2.822313e-01 8.588844e-01 [67,] 0.11972997 2.394599e-01 8.802700e-01 [68,] 0.10686930 2.137386e-01 8.931307e-01 [69,] 0.13010442 2.602088e-01 8.698956e-01 [70,] 0.13257275 2.651455e-01 8.674272e-01 [71,] 0.12481556 2.496311e-01 8.751844e-01 [72,] 0.11168141 2.233628e-01 8.883186e-01 [73,] 0.09992297 1.998459e-01 9.000770e-01 [74,] 0.09800610 1.960122e-01 9.019939e-01 [75,] 0.08341926 1.668385e-01 9.165807e-01 [76,] 0.95843511 8.312979e-02 4.156489e-02 [77,] 0.95536721 8.926557e-02 4.463279e-02 [78,] 0.94650285 1.069943e-01 5.349715e-02 [79,] 0.93670278 1.265944e-01 6.329722e-02 [80,] 0.92555464 1.488907e-01 7.444536e-02 [81,] 0.92413065 1.517387e-01 7.586935e-02 [82,] 0.91363333 1.727333e-01 8.636667e-02 [83,] 0.90996218 1.800756e-01 9.003782e-02 [84,] 0.90533914 1.893217e-01 9.466086e-02 [85,] 0.89937809 2.012438e-01 1.006219e-01 [86,] 0.89670310 2.065938e-01 1.032969e-01 [87,] 0.88477010 2.304598e-01 1.152299e-01 [88,] 0.88552437 2.289513e-01 1.144756e-01 [89,] 0.90203574 1.959285e-01 9.796426e-02 [90,] 0.92036593 1.592681e-01 7.963407e-02 [91,] 0.90638448 1.872310e-01 9.361552e-02 [92,] 0.89349749 2.130050e-01 1.065025e-01 [93,] 0.90177960 1.964408e-01 9.822040e-02 [94,] 0.91261825 1.747635e-01 8.738175e-02 [95,] 0.95152761 9.694479e-02 4.847239e-02 [96,] 0.97961653 4.076694e-02 2.038347e-02 [97,] 0.99207990 1.584021e-02 7.920103e-03 [98,] 0.99158138 1.683725e-02 8.418624e-03 [99,] 0.98997620 2.004759e-02 1.002380e-02 [100,] 0.99275045 1.449909e-02 7.249546e-03 [101,] 0.99098865 1.802270e-02 9.011349e-03 [102,] 0.99233850 1.532300e-02 7.661502e-03 [103,] 0.99299677 1.400646e-02 7.003232e-03 [104,] 0.99155081 1.689838e-02 8.449189e-03 [105,] 0.99285121 1.429758e-02 7.148792e-03 [106,] 0.99126113 1.747774e-02 8.738869e-03 [107,] 0.98907450 2.185100e-02 1.092550e-02 [108,] 0.98916709 2.166582e-02 1.083291e-02 [109,] 0.98766105 2.467790e-02 1.233895e-02 [110,] 1.00000000 6.775322e-09 3.387661e-09 [111,] 0.99999999 1.110723e-08 5.553614e-09 [112,] 0.99999999 1.678053e-08 8.390265e-09 [113,] 0.99999999 2.349884e-08 1.174942e-08 [114,] 0.99999998 3.285877e-08 1.642939e-08 [115,] 1.00000000 1.574214e-10 7.871069e-11 [116,] 1.00000000 7.003448e-11 3.501724e-11 [117,] 1.00000000 9.145779e-11 4.572889e-11 [118,] 1.00000000 1.558635e-10 7.793176e-11 [119,] 1.00000000 2.223486e-10 1.111743e-10 [120,] 1.00000000 3.301074e-10 1.650537e-10 [121,] 1.00000000 5.219081e-10 2.609540e-10 [122,] 1.00000000 8.226319e-10 4.113159e-10 [123,] 1.00000000 1.051608e-09 5.258038e-10 [124,] 1.00000000 1.607918e-09 8.039588e-10 [125,] 1.00000000 2.533686e-09 1.266843e-09 [126,] 1.00000000 1.562930e-09 7.814648e-10 [127,] 1.00000000 1.797782e-09 8.988910e-10 [128,] 1.00000000 2.900227e-09 1.450114e-09 [129,] 1.00000000 3.300296e-09 1.650148e-09 [130,] 1.00000000 1.994605e-09 9.973025e-10 [131,] 1.00000000 3.279412e-09 1.639706e-09 [132,] 1.00000000 5.051400e-09 2.525700e-09 [133,] 1.00000000 6.178056e-09 3.089028e-09 [134,] 1.00000000 9.269383e-09 4.634692e-09 [135,] 0.99999999 1.119697e-08 5.598484e-09 [136,] 0.99999999 1.479934e-08 7.399671e-09 [137,] 0.99999999 2.351270e-08 1.175635e-08 [138,] 0.99999998 3.231024e-08 1.615512e-08 [139,] 1.00000000 2.984762e-09 1.492381e-09 [140,] 1.00000000 4.774844e-09 2.387422e-09 [141,] 1.00000000 6.248456e-09 3.124228e-09 [142,] 1.00000000 8.376713e-09 4.188357e-09 [143,] 0.99999999 1.306021e-08 6.530106e-09 [144,] 0.99999999 2.104242e-08 1.052121e-08 [145,] 0.99999999 1.965883e-08 9.829416e-09 [146,] 0.99999999 2.840397e-08 1.420199e-08 [147,] 1.00000000 3.144051e-11 1.572025e-11 [148,] 1.00000000 5.483835e-11 2.741918e-11 [149,] 1.00000000 9.741911e-11 4.870956e-11 [150,] 1.00000000 1.387374e-10 6.936869e-11 [151,] 1.00000000 2.292367e-10 1.146184e-10 [152,] 1.00000000 4.032128e-10 2.016064e-10 [153,] 1.00000000 1.058287e-11 5.291437e-12 [154,] 1.00000000 1.898176e-11 9.490881e-12 [155,] 1.00000000 1.018756e-11 5.093778e-12 [156,] 1.00000000 1.610513e-11 8.052564e-12 [157,] 1.00000000 2.547983e-11 1.273992e-11 [158,] 1.00000000 2.542445e-11 1.271222e-11 [159,] 1.00000000 1.480859e-11 7.404295e-12 [160,] 1.00000000 1.840949e-11 9.204747e-12 [161,] 1.00000000 8.553456e-12 4.276728e-12 [162,] 1.00000000 1.589520e-11 7.947600e-12 [163,] 1.00000000 2.293582e-11 1.146791e-11 [164,] 1.00000000 3.159204e-11 1.579602e-11 [165,] 1.00000000 3.673766e-11 1.836883e-11 [166,] 1.00000000 3.646198e-11 1.823099e-11 [167,] 1.00000000 6.665253e-11 3.332626e-11 [168,] 1.00000000 2.568627e-13 1.284314e-13 [169,] 1.00000000 4.296936e-13 2.148468e-13 [170,] 1.00000000 1.332711e-14 6.663556e-15 [171,] 1.00000000 1.874474e-14 9.372370e-15 [172,] 1.00000000 3.777222e-14 1.888611e-14 [173,] 1.00000000 6.122139e-14 3.061070e-14 [174,] 1.00000000 1.285326e-13 6.426632e-14 [175,] 1.00000000 2.368695e-13 1.184348e-13 [176,] 1.00000000 6.106095e-14 3.053048e-14 [177,] 1.00000000 1.284749e-13 6.423744e-14 [178,] 1.00000000 2.418825e-13 1.209413e-13 [179,] 1.00000000 5.051198e-13 2.525599e-13 [180,] 1.00000000 9.606477e-13 4.803238e-13 [181,] 1.00000000 1.576248e-12 7.881238e-13 [182,] 1.00000000 1.104312e-12 5.521559e-13 [183,] 1.00000000 2.224826e-12 1.112413e-12 [184,] 1.00000000 3.514609e-12 1.757305e-12 [185,] 1.00000000 7.152932e-12 3.576466e-12 [186,] 1.00000000 5.306189e-12 2.653094e-12 [187,] 1.00000000 9.469291e-12 4.734646e-12 [188,] 1.00000000 1.873358e-11 9.366788e-12 [189,] 1.00000000 2.753961e-13 1.376980e-13 [190,] 1.00000000 2.324873e-13 1.162437e-13 [191,] 1.00000000 1.941714e-13 9.708569e-14 [192,] 1.00000000 4.141448e-13 2.070724e-13 [193,] 1.00000000 4.305446e-13 2.152723e-13 [194,] 1.00000000 9.082222e-13 4.541111e-13 [195,] 1.00000000 1.421728e-12 7.108642e-13 [196,] 1.00000000 2.357224e-12 1.178612e-12 [197,] 1.00000000 4.728244e-12 2.364122e-12 [198,] 1.00000000 8.416445e-12 4.208222e-12 [199,] 1.00000000 1.789892e-11 8.949462e-12 [200,] 1.00000000 3.146734e-11 1.573367e-11 [201,] 1.00000000 2.796900e-11 1.398450e-11 [202,] 1.00000000 4.590102e-11 2.295051e-11 [203,] 1.00000000 8.800381e-11 4.400190e-11 [204,] 1.00000000 1.842830e-10 9.214149e-11 [205,] 1.00000000 3.765850e-10 1.882925e-10 [206,] 1.00000000 6.611194e-10 3.305597e-10 [207,] 1.00000000 7.926798e-10 3.963399e-10 [208,] 1.00000000 1.597178e-09 7.985892e-10 [209,] 1.00000000 1.497823e-09 7.489113e-10 [210,] 1.00000000 2.681205e-09 1.340603e-09 [211,] 1.00000000 4.900663e-09 2.450331e-09 [212,] 1.00000000 9.821430e-09 4.910715e-09 [213,] 1.00000000 3.146493e-09 1.573246e-09 [214,] 1.00000000 3.490311e-09 1.745155e-09 [215,] 1.00000000 6.522027e-09 3.261014e-09 [216,] 1.00000000 9.228755e-09 4.614378e-09 [217,] 1.00000000 6.150428e-09 3.075214e-09 [218,] 1.00000000 8.651221e-09 4.325610e-09 [219,] 0.99999999 1.381731e-08 6.908656e-09 [220,] 0.99999999 1.238066e-08 6.190328e-09 [221,] 1.00000000 3.467680e-09 1.733840e-09 [222,] 1.00000000 5.128204e-09 2.564102e-09 [223,] 0.99999999 1.082968e-08 5.414839e-09 [224,] 1.00000000 8.952023e-09 4.476011e-09 [225,] 0.99999999 1.948569e-08 9.742844e-09 [226,] 0.99999998 3.681562e-08 1.840781e-08 [227,] 0.99999996 7.741960e-08 3.870980e-08 [228,] 0.99999994 1.274619e-07 6.373095e-08 [229,] 0.99999990 2.008534e-07 1.004267e-07 [230,] 0.99999983 3.401285e-07 1.700643e-07 [231,] 0.99999966 6.714194e-07 3.357097e-07 [232,] 0.99999940 1.205540e-06 6.027698e-07 [233,] 0.99999886 2.270129e-06 1.135065e-06 [234,] 0.99999854 2.921175e-06 1.460587e-06 [235,] 0.99999727 5.460007e-06 2.730004e-06 [236,] 0.99999473 1.054970e-05 5.274851e-06 [237,] 0.99999277 1.446243e-05 7.231217e-06 [238,] 0.99998839 2.322884e-05 1.161442e-05 [239,] 0.99997746 4.507605e-05 2.253803e-05 [240,] 0.99996491 7.017438e-05 3.508719e-05 [241,] 0.99997921 4.157462e-05 2.078731e-05 [242,] 0.99995945 8.110965e-05 4.055483e-05 [243,] 0.99993301 1.339778e-04 6.698888e-05 [244,] 0.99987261 2.547728e-04 1.273864e-04 [245,] 0.99978374 4.325275e-04 2.162638e-04 [246,] 0.99969866 6.026816e-04 3.013408e-04 [247,] 0.99949019 1.019611e-03 5.098056e-04 [248,] 0.99934986 1.300272e-03 6.501359e-04 [249,] 0.99887857 2.242854e-03 1.121427e-03 [250,] 0.99875561 2.488778e-03 1.244389e-03 [251,] 0.99787777 4.244456e-03 2.122228e-03 [252,] 0.99750046 4.999072e-03 2.499536e-03 [253,] 0.99561731 8.765389e-03 4.382695e-03 [254,] 0.99399648 1.200705e-02 6.003525e-03 [255,] 0.98973322 2.053355e-02 1.026678e-02 [256,] 0.98402073 3.195853e-02 1.597927e-02 [257,] 0.97394700 5.210599e-02 2.605300e-02 [258,] 0.96311699 7.376601e-02 3.688301e-02 [259,] 0.94548518 1.090296e-01 5.451482e-02 [260,] 0.94036852 1.192630e-01 5.963148e-02 [261,] 0.91795309 1.640938e-01 8.204691e-02 [262,] 0.97277644 5.444713e-02 2.722356e-02 [263,] 0.95237096 9.525808e-02 4.762904e-02 [264,] 0.93540463 1.291907e-01 6.459537e-02 [265,] 0.94463998 1.107200e-01 5.536002e-02 [266,] 0.90443029 1.911394e-01 9.556971e-02 [267,] 0.85090632 2.981874e-01 1.490937e-01 [268,] 0.85247846 2.950431e-01 1.475215e-01 [269,] 0.94906484 1.018703e-01 5.093516e-02 [270,] 0.90042306 1.991539e-01 9.957694e-02 > postscript(file="/var/wessaorg/rcomp/tmp/102hx1324509044.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/2m6561324509044.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index') > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/3c8fo1324509044.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals') > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4aulj1324509045.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals') > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/53s1o1324509045.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > qqnorm(mysum$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 = 289 Frequency = 1 1 2 3 4 5 6 22954.54564 13386.53852 -17527.61333 13101.44254 -16588.17515 35023.05749 7 8 9 10 11 12 9173.23445 5007.35006 -9281.01268 54075.42922 -6986.53663 -25351.86787 13 14 15 16 17 18 -35799.83338 -12705.10718 -27872.05612 -40000.90310 -30619.02753 32414.33491 19 20 21 22 23 24 11036.89677 31505.61108 2524.77953 6912.93449 -33310.03682 -2613.65352 25 26 27 28 29 30 3540.56691 -19798.49271 12816.30860 -6685.72606 -24386.72310 -20429.88502 31 32 33 34 35 36 -14972.90224 20304.73341 -4245.98368 -26528.68346 4308.47059 -4721.91061 37 38 39 40 41 42 -6368.65247 -19599.82181 -19951.56435 1230.52205 -13943.19673 -7428.86684 43 44 45 46 47 48 -11147.27157 -16821.71696 -42981.51488 -20140.98439 -9126.59037 5656.73582 49 50 51 52 53 54 -7111.57958 21623.49724 11761.80199 -7480.79802 -3568.37161 23066.78688 55 56 57 58 59 60 -8221.30897 -682.29921 -979.87388 -18141.77078 -6292.42931 -8364.41419 61 62 63 64 65 66 7539.98436 30328.62695 37559.35498 -11623.30222 27413.78600 -5423.08436 67 68 69 70 71 72 -29541.84697 1550.84673 47693.59900 -37493.96743 -85.83245 25296.87518 73 74 75 76 77 78 -14176.43221 29550.05019 -21678.16673 810.13634 -11221.42876 -35784.08481 79 80 81 82 83 84 -23891.86158 -20896.19418 10617.26895 -15251.69442 -23417.35971 1599.70270 85 86 87 88 89 90 132613.07870 -19346.79251 -6145.85002 -6560.33531 -8719.03978 -21580.73672 91 92 93 94 95 96 -11421.41937 23316.78936 -20089.31286 18165.55335 -20980.06396 12439.71474 97 98 99 100 101 102 -26612.77280 33201.44974 -36537.21252 1162.93661 -7970.28216 -29775.26493 103 104 105 106 107 108 29633.36210 49105.63041 55646.98610 54844.87927 -17976.46231 -11489.67373 109 110 111 112 113 114 38952.17023 -2309.02191 30032.46240 -25075.90284 12158.51828 -28030.36180 115 116 117 118 119 120 9231.69167 -947.32947 -22922.92434 -14253.87419 150969.60813 -729.24788 121 122 123 124 125 126 -8589.89797 -10697.24222 -10640.38763 73062.45319 36663.26374 -14519.47004 127 128 129 130 131 132 5945.38980 11722.94613 -14786.14169 -4916.06948 -6271.24646 -18523.31821 133 134 135 136 137 138 -8921.93940 -6916.14734 -29060.73164 -19961.32032 -1204.32800 19947.74299 139 140 141 142 143 144 30386.68001 -1652.13047 -8608.40959 15826.97273 -7870.56579 -15824.41021 145 146 147 148 149 150 17690.49105 -3389.70406 16886.12790 53128.22833 -7134.25644 17603.84951 151 152 153 154 155 156 -11568.34180 11052.98556 -5622.20856 -19536.87823 -10101.79230 77250.40634 157 158 159 160 161 162 2839.71446 -4338.73162 14123.09141 -2550.86772 1811.42967 51079.01578 163 164 165 166 167 168 9034.58690 29328.19999 -11749.88476 -15755.04400 -20818.18137 27823.98268 169 170 171 172 173 174 -18092.15839 23215.54592 -7170.41349 7477.89025 -16221.31189 -25648.09778 175 176 177 178 179 180 16477.15369 -3340.07200 52676.62708 -11461.73643 17025.04907 -21918.43501 181 182 183 184 185 186 5052.75736 5964.24089 3572.55621 -2689.42998 -51259.65616 -1008.59910 187 188 189 190 191 192 -7087.52246 1500.67549 -5887.19446 -16033.09227 14461.69518 -1679.29891 193 194 195 196 197 198 -14315.62554 3677.43402 12237.40452 -15371.95638 -2172.22128 41505.67723 199 200 201 202 203 204 19207.68038 11801.66566 -7896.66118 -21880.12447 -7246.26593 11404.15060 205 206 207 208 209 210 -9890.80066 -4701.47702 -9927.71427 -4298.63690 -12638.83720 -26495.71659 211 212 213 214 215 216 -14014.09676 -8942.98367 -2323.72498 -7916.68224 7788.01869 -14556.75986 217 218 219 220 221 222 -253.26471 7141.51138 -17642.56944 -7759.11381 -1940.83582 17151.77925 223 224 225 226 227 228 -14476.32772 4026.57583 -14599.05671 -24741.52426 13370.70969 4242.40298 229 230 231 232 233 234 -16340.25874 33210.72721 -12030.55970 -2451.67853 24801.71091 -1247.85566 235 236 237 238 239 240 5705.22411 -8370.20885 -8029.86732 -13652.03584 -9865.38996 -5270.75600 241 242 243 244 245 246 10555.46888 2822.33330 -14282.89276 -639.18412 2838.36956 7905.00251 247 248 249 250 251 252 6571.56030 1886.65688 11394.45670 22260.73114 2156.38632 1864.16876 253 254 255 256 257 258 -3864.07649 -1967.79371 -9563.64834 -6052.87404 5656.27809 -5196.41030 259 260 261 262 263 264 -12881.26047 -4734.28788 -7730.40554 -13515.22842 -6240.25962 -11872.82824 265 266 267 268 269 270 13655.27162 -9797.43601 -13309.10582 -2188.54726 -17714.72682 11263.51400 271 272 273 274 275 276 -5939.71436 802.65750 -1261.03174 -14487.75180 -3806.47724 -25021.11006 277 278 279 280 281 282 11077.22647 -3263.52972 -13885.49992 -8760.32989 -7057.57248 53995.88803 283 284 285 286 287 288 -667.26316 -5593.60846 -2929.95068 14519.69785 -12382.35114 1952.19034 289 -4309.21710 > postscript(file="/var/wessaorg/rcomp/tmp/668od1324509045.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 = 289 Frequency = 1 lag(myerror, k = 1) myerror 0 22954.54564 NA 1 13386.53852 22954.54564 2 -17527.61333 13386.53852 3 13101.44254 -17527.61333 4 -16588.17515 13101.44254 5 35023.05749 -16588.17515 6 9173.23445 35023.05749 7 5007.35006 9173.23445 8 -9281.01268 5007.35006 9 54075.42922 -9281.01268 10 -6986.53663 54075.42922 11 -25351.86787 -6986.53663 12 -35799.83338 -25351.86787 13 -12705.10718 -35799.83338 14 -27872.05612 -12705.10718 15 -40000.90310 -27872.05612 16 -30619.02753 -40000.90310 17 32414.33491 -30619.02753 18 11036.89677 32414.33491 19 31505.61108 11036.89677 20 2524.77953 31505.61108 21 6912.93449 2524.77953 22 -33310.03682 6912.93449 23 -2613.65352 -33310.03682 24 3540.56691 -2613.65352 25 -19798.49271 3540.56691 26 12816.30860 -19798.49271 27 -6685.72606 12816.30860 28 -24386.72310 -6685.72606 29 -20429.88502 -24386.72310 30 -14972.90224 -20429.88502 31 20304.73341 -14972.90224 32 -4245.98368 20304.73341 33 -26528.68346 -4245.98368 34 4308.47059 -26528.68346 35 -4721.91061 4308.47059 36 -6368.65247 -4721.91061 37 -19599.82181 -6368.65247 38 -19951.56435 -19599.82181 39 1230.52205 -19951.56435 40 -13943.19673 1230.52205 41 -7428.86684 -13943.19673 42 -11147.27157 -7428.86684 43 -16821.71696 -11147.27157 44 -42981.51488 -16821.71696 45 -20140.98439 -42981.51488 46 -9126.59037 -20140.98439 47 5656.73582 -9126.59037 48 -7111.57958 5656.73582 49 21623.49724 -7111.57958 50 11761.80199 21623.49724 51 -7480.79802 11761.80199 52 -3568.37161 -7480.79802 53 23066.78688 -3568.37161 54 -8221.30897 23066.78688 55 -682.29921 -8221.30897 56 -979.87388 -682.29921 57 -18141.77078 -979.87388 58 -6292.42931 -18141.77078 59 -8364.41419 -6292.42931 60 7539.98436 -8364.41419 61 30328.62695 7539.98436 62 37559.35498 30328.62695 63 -11623.30222 37559.35498 64 27413.78600 -11623.30222 65 -5423.08436 27413.78600 66 -29541.84697 -5423.08436 67 1550.84673 -29541.84697 68 47693.59900 1550.84673 69 -37493.96743 47693.59900 70 -85.83245 -37493.96743 71 25296.87518 -85.83245 72 -14176.43221 25296.87518 73 29550.05019 -14176.43221 74 -21678.16673 29550.05019 75 810.13634 -21678.16673 76 -11221.42876 810.13634 77 -35784.08481 -11221.42876 78 -23891.86158 -35784.08481 79 -20896.19418 -23891.86158 80 10617.26895 -20896.19418 81 -15251.69442 10617.26895 82 -23417.35971 -15251.69442 83 1599.70270 -23417.35971 84 132613.07870 1599.70270 85 -19346.79251 132613.07870 86 -6145.85002 -19346.79251 87 -6560.33531 -6145.85002 88 -8719.03978 -6560.33531 89 -21580.73672 -8719.03978 90 -11421.41937 -21580.73672 91 23316.78936 -11421.41937 92 -20089.31286 23316.78936 93 18165.55335 -20089.31286 94 -20980.06396 18165.55335 95 12439.71474 -20980.06396 96 -26612.77280 12439.71474 97 33201.44974 -26612.77280 98 -36537.21252 33201.44974 99 1162.93661 -36537.21252 100 -7970.28216 1162.93661 101 -29775.26493 -7970.28216 102 29633.36210 -29775.26493 103 49105.63041 29633.36210 104 55646.98610 49105.63041 105 54844.87927 55646.98610 106 -17976.46231 54844.87927 107 -11489.67373 -17976.46231 108 38952.17023 -11489.67373 109 -2309.02191 38952.17023 110 30032.46240 -2309.02191 111 -25075.90284 30032.46240 112 12158.51828 -25075.90284 113 -28030.36180 12158.51828 114 9231.69167 -28030.36180 115 -947.32947 9231.69167 116 -22922.92434 -947.32947 117 -14253.87419 -22922.92434 118 150969.60813 -14253.87419 119 -729.24788 150969.60813 120 -8589.89797 -729.24788 121 -10697.24222 -8589.89797 122 -10640.38763 -10697.24222 123 73062.45319 -10640.38763 124 36663.26374 73062.45319 125 -14519.47004 36663.26374 126 5945.38980 -14519.47004 127 11722.94613 5945.38980 128 -14786.14169 11722.94613 129 -4916.06948 -14786.14169 130 -6271.24646 -4916.06948 131 -18523.31821 -6271.24646 132 -8921.93940 -18523.31821 133 -6916.14734 -8921.93940 134 -29060.73164 -6916.14734 135 -19961.32032 -29060.73164 136 -1204.32800 -19961.32032 137 19947.74299 -1204.32800 138 30386.68001 19947.74299 139 -1652.13047 30386.68001 140 -8608.40959 -1652.13047 141 15826.97273 -8608.40959 142 -7870.56579 15826.97273 143 -15824.41021 -7870.56579 144 17690.49105 -15824.41021 145 -3389.70406 17690.49105 146 16886.12790 -3389.70406 147 53128.22833 16886.12790 148 -7134.25644 53128.22833 149 17603.84951 -7134.25644 150 -11568.34180 17603.84951 151 11052.98556 -11568.34180 152 -5622.20856 11052.98556 153 -19536.87823 -5622.20856 154 -10101.79230 -19536.87823 155 77250.40634 -10101.79230 156 2839.71446 77250.40634 157 -4338.73162 2839.71446 158 14123.09141 -4338.73162 159 -2550.86772 14123.09141 160 1811.42967 -2550.86772 161 51079.01578 1811.42967 162 9034.58690 51079.01578 163 29328.19999 9034.58690 164 -11749.88476 29328.19999 165 -15755.04400 -11749.88476 166 -20818.18137 -15755.04400 167 27823.98268 -20818.18137 168 -18092.15839 27823.98268 169 23215.54592 -18092.15839 170 -7170.41349 23215.54592 171 7477.89025 -7170.41349 172 -16221.31189 7477.89025 173 -25648.09778 -16221.31189 174 16477.15369 -25648.09778 175 -3340.07200 16477.15369 176 52676.62708 -3340.07200 177 -11461.73643 52676.62708 178 17025.04907 -11461.73643 179 -21918.43501 17025.04907 180 5052.75736 -21918.43501 181 5964.24089 5052.75736 182 3572.55621 5964.24089 183 -2689.42998 3572.55621 184 -51259.65616 -2689.42998 185 -1008.59910 -51259.65616 186 -7087.52246 -1008.59910 187 1500.67549 -7087.52246 188 -5887.19446 1500.67549 189 -16033.09227 -5887.19446 190 14461.69518 -16033.09227 191 -1679.29891 14461.69518 192 -14315.62554 -1679.29891 193 3677.43402 -14315.62554 194 12237.40452 3677.43402 195 -15371.95638 12237.40452 196 -2172.22128 -15371.95638 197 41505.67723 -2172.22128 198 19207.68038 41505.67723 199 11801.66566 19207.68038 200 -7896.66118 11801.66566 201 -21880.12447 -7896.66118 202 -7246.26593 -21880.12447 203 11404.15060 -7246.26593 204 -9890.80066 11404.15060 205 -4701.47702 -9890.80066 206 -9927.71427 -4701.47702 207 -4298.63690 -9927.71427 208 -12638.83720 -4298.63690 209 -26495.71659 -12638.83720 210 -14014.09676 -26495.71659 211 -8942.98367 -14014.09676 212 -2323.72498 -8942.98367 213 -7916.68224 -2323.72498 214 7788.01869 -7916.68224 215 -14556.75986 7788.01869 216 -253.26471 -14556.75986 217 7141.51138 -253.26471 218 -17642.56944 7141.51138 219 -7759.11381 -17642.56944 220 -1940.83582 -7759.11381 221 17151.77925 -1940.83582 222 -14476.32772 17151.77925 223 4026.57583 -14476.32772 224 -14599.05671 4026.57583 225 -24741.52426 -14599.05671 226 13370.70969 -24741.52426 227 4242.40298 13370.70969 228 -16340.25874 4242.40298 229 33210.72721 -16340.25874 230 -12030.55970 33210.72721 231 -2451.67853 -12030.55970 232 24801.71091 -2451.67853 233 -1247.85566 24801.71091 234 5705.22411 -1247.85566 235 -8370.20885 5705.22411 236 -8029.86732 -8370.20885 237 -13652.03584 -8029.86732 238 -9865.38996 -13652.03584 239 -5270.75600 -9865.38996 240 10555.46888 -5270.75600 241 2822.33330 10555.46888 242 -14282.89276 2822.33330 243 -639.18412 -14282.89276 244 2838.36956 -639.18412 245 7905.00251 2838.36956 246 6571.56030 7905.00251 247 1886.65688 6571.56030 248 11394.45670 1886.65688 249 22260.73114 11394.45670 250 2156.38632 22260.73114 251 1864.16876 2156.38632 252 -3864.07649 1864.16876 253 -1967.79371 -3864.07649 254 -9563.64834 -1967.79371 255 -6052.87404 -9563.64834 256 5656.27809 -6052.87404 257 -5196.41030 5656.27809 258 -12881.26047 -5196.41030 259 -4734.28788 -12881.26047 260 -7730.40554 -4734.28788 261 -13515.22842 -7730.40554 262 -6240.25962 -13515.22842 263 -11872.82824 -6240.25962 264 13655.27162 -11872.82824 265 -9797.43601 13655.27162 266 -13309.10582 -9797.43601 267 -2188.54726 -13309.10582 268 -17714.72682 -2188.54726 269 11263.51400 -17714.72682 270 -5939.71436 11263.51400 271 802.65750 -5939.71436 272 -1261.03174 802.65750 273 -14487.75180 -1261.03174 274 -3806.47724 -14487.75180 275 -25021.11006 -3806.47724 276 11077.22647 -25021.11006 277 -3263.52972 11077.22647 278 -13885.49992 -3263.52972 279 -8760.32989 -13885.49992 280 -7057.57248 -8760.32989 281 53995.88803 -7057.57248 282 -667.26316 53995.88803 283 -5593.60846 -667.26316 284 -2929.95068 -5593.60846 285 14519.69785 -2929.95068 286 -12382.35114 14519.69785 287 1952.19034 -12382.35114 288 -4309.21710 1952.19034 289 NA -4309.21710 > dum1 <- dum[2:length(myerror),] > dum1 lag(myerror, k = 1) myerror [1,] 13386.53852 22954.54564 [2,] -17527.61333 13386.53852 [3,] 13101.44254 -17527.61333 [4,] -16588.17515 13101.44254 [5,] 35023.05749 -16588.17515 [6,] 9173.23445 35023.05749 [7,] 5007.35006 9173.23445 [8,] -9281.01268 5007.35006 [9,] 54075.42922 -9281.01268 [10,] -6986.53663 54075.42922 [11,] -25351.86787 -6986.53663 [12,] -35799.83338 -25351.86787 [13,] -12705.10718 -35799.83338 [14,] -27872.05612 -12705.10718 [15,] -40000.90310 -27872.05612 [16,] -30619.02753 -40000.90310 [17,] 32414.33491 -30619.02753 [18,] 11036.89677 32414.33491 [19,] 31505.61108 11036.89677 [20,] 2524.77953 31505.61108 [21,] 6912.93449 2524.77953 [22,] -33310.03682 6912.93449 [23,] -2613.65352 -33310.03682 [24,] 3540.56691 -2613.65352 [25,] -19798.49271 3540.56691 [26,] 12816.30860 -19798.49271 [27,] -6685.72606 12816.30860 [28,] -24386.72310 -6685.72606 [29,] -20429.88502 -24386.72310 [30,] -14972.90224 -20429.88502 [31,] 20304.73341 -14972.90224 [32,] -4245.98368 20304.73341 [33,] -26528.68346 -4245.98368 [34,] 4308.47059 -26528.68346 [35,] -4721.91061 4308.47059 [36,] -6368.65247 -4721.91061 [37,] -19599.82181 -6368.65247 [38,] -19951.56435 -19599.82181 [39,] 1230.52205 -19951.56435 [40,] -13943.19673 1230.52205 [41,] -7428.86684 -13943.19673 [42,] -11147.27157 -7428.86684 [43,] -16821.71696 -11147.27157 [44,] -42981.51488 -16821.71696 [45,] -20140.98439 -42981.51488 [46,] -9126.59037 -20140.98439 [47,] 5656.73582 -9126.59037 [48,] -7111.57958 5656.73582 [49,] 21623.49724 -7111.57958 [50,] 11761.80199 21623.49724 [51,] -7480.79802 11761.80199 [52,] -3568.37161 -7480.79802 [53,] 23066.78688 -3568.37161 [54,] -8221.30897 23066.78688 [55,] -682.29921 -8221.30897 [56,] -979.87388 -682.29921 [57,] -18141.77078 -979.87388 [58,] -6292.42931 -18141.77078 [59,] -8364.41419 -6292.42931 [60,] 7539.98436 -8364.41419 [61,] 30328.62695 7539.98436 [62,] 37559.35498 30328.62695 [63,] -11623.30222 37559.35498 [64,] 27413.78600 -11623.30222 [65,] -5423.08436 27413.78600 [66,] -29541.84697 -5423.08436 [67,] 1550.84673 -29541.84697 [68,] 47693.59900 1550.84673 [69,] -37493.96743 47693.59900 [70,] -85.83245 -37493.96743 [71,] 25296.87518 -85.83245 [72,] -14176.43221 25296.87518 [73,] 29550.05019 -14176.43221 [74,] -21678.16673 29550.05019 [75,] 810.13634 -21678.16673 [76,] -11221.42876 810.13634 [77,] -35784.08481 -11221.42876 [78,] -23891.86158 -35784.08481 [79,] -20896.19418 -23891.86158 [80,] 10617.26895 -20896.19418 [81,] -15251.69442 10617.26895 [82,] -23417.35971 -15251.69442 [83,] 1599.70270 -23417.35971 [84,] 132613.07870 1599.70270 [85,] -19346.79251 132613.07870 [86,] -6145.85002 -19346.79251 [87,] -6560.33531 -6145.85002 [88,] -8719.03978 -6560.33531 [89,] -21580.73672 -8719.03978 [90,] -11421.41937 -21580.73672 [91,] 23316.78936 -11421.41937 [92,] -20089.31286 23316.78936 [93,] 18165.55335 -20089.31286 [94,] -20980.06396 18165.55335 [95,] 12439.71474 -20980.06396 [96,] -26612.77280 12439.71474 [97,] 33201.44974 -26612.77280 [98,] -36537.21252 33201.44974 [99,] 1162.93661 -36537.21252 [100,] -7970.28216 1162.93661 [101,] -29775.26493 -7970.28216 [102,] 29633.36210 -29775.26493 [103,] 49105.63041 29633.36210 [104,] 55646.98610 49105.63041 [105,] 54844.87927 55646.98610 [106,] -17976.46231 54844.87927 [107,] -11489.67373 -17976.46231 [108,] 38952.17023 -11489.67373 [109,] -2309.02191 38952.17023 [110,] 30032.46240 -2309.02191 [111,] -25075.90284 30032.46240 [112,] 12158.51828 -25075.90284 [113,] -28030.36180 12158.51828 [114,] 9231.69167 -28030.36180 [115,] -947.32947 9231.69167 [116,] -22922.92434 -947.32947 [117,] -14253.87419 -22922.92434 [118,] 150969.60813 -14253.87419 [119,] -729.24788 150969.60813 [120,] -8589.89797 -729.24788 [121,] -10697.24222 -8589.89797 [122,] -10640.38763 -10697.24222 [123,] 73062.45319 -10640.38763 [124,] 36663.26374 73062.45319 [125,] -14519.47004 36663.26374 [126,] 5945.38980 -14519.47004 [127,] 11722.94613 5945.38980 [128,] -14786.14169 11722.94613 [129,] -4916.06948 -14786.14169 [130,] -6271.24646 -4916.06948 [131,] -18523.31821 -6271.24646 [132,] -8921.93940 -18523.31821 [133,] -6916.14734 -8921.93940 [134,] -29060.73164 -6916.14734 [135,] -19961.32032 -29060.73164 [136,] -1204.32800 -19961.32032 [137,] 19947.74299 -1204.32800 [138,] 30386.68001 19947.74299 [139,] -1652.13047 30386.68001 [140,] -8608.40959 -1652.13047 [141,] 15826.97273 -8608.40959 [142,] -7870.56579 15826.97273 [143,] -15824.41021 -7870.56579 [144,] 17690.49105 -15824.41021 [145,] -3389.70406 17690.49105 [146,] 16886.12790 -3389.70406 [147,] 53128.22833 16886.12790 [148,] -7134.25644 53128.22833 [149,] 17603.84951 -7134.25644 [150,] -11568.34180 17603.84951 [151,] 11052.98556 -11568.34180 [152,] -5622.20856 11052.98556 [153,] -19536.87823 -5622.20856 [154,] -10101.79230 -19536.87823 [155,] 77250.40634 -10101.79230 [156,] 2839.71446 77250.40634 [157,] -4338.73162 2839.71446 [158,] 14123.09141 -4338.73162 [159,] -2550.86772 14123.09141 [160,] 1811.42967 -2550.86772 [161,] 51079.01578 1811.42967 [162,] 9034.58690 51079.01578 [163,] 29328.19999 9034.58690 [164,] -11749.88476 29328.19999 [165,] -15755.04400 -11749.88476 [166,] -20818.18137 -15755.04400 [167,] 27823.98268 -20818.18137 [168,] -18092.15839 27823.98268 [169,] 23215.54592 -18092.15839 [170,] -7170.41349 23215.54592 [171,] 7477.89025 -7170.41349 [172,] -16221.31189 7477.89025 [173,] -25648.09778 -16221.31189 [174,] 16477.15369 -25648.09778 [175,] -3340.07200 16477.15369 [176,] 52676.62708 -3340.07200 [177,] -11461.73643 52676.62708 [178,] 17025.04907 -11461.73643 [179,] -21918.43501 17025.04907 [180,] 5052.75736 -21918.43501 [181,] 5964.24089 5052.75736 [182,] 3572.55621 5964.24089 [183,] -2689.42998 3572.55621 [184,] -51259.65616 -2689.42998 [185,] -1008.59910 -51259.65616 [186,] -7087.52246 -1008.59910 [187,] 1500.67549 -7087.52246 [188,] -5887.19446 1500.67549 [189,] -16033.09227 -5887.19446 [190,] 14461.69518 -16033.09227 [191,] -1679.29891 14461.69518 [192,] -14315.62554 -1679.29891 [193,] 3677.43402 -14315.62554 [194,] 12237.40452 3677.43402 [195,] -15371.95638 12237.40452 [196,] -2172.22128 -15371.95638 [197,] 41505.67723 -2172.22128 [198,] 19207.68038 41505.67723 [199,] 11801.66566 19207.68038 [200,] -7896.66118 11801.66566 [201,] -21880.12447 -7896.66118 [202,] -7246.26593 -21880.12447 [203,] 11404.15060 -7246.26593 [204,] -9890.80066 11404.15060 [205,] -4701.47702 -9890.80066 [206,] -9927.71427 -4701.47702 [207,] -4298.63690 -9927.71427 [208,] -12638.83720 -4298.63690 [209,] -26495.71659 -12638.83720 [210,] -14014.09676 -26495.71659 [211,] -8942.98367 -14014.09676 [212,] -2323.72498 -8942.98367 [213,] -7916.68224 -2323.72498 [214,] 7788.01869 -7916.68224 [215,] -14556.75986 7788.01869 [216,] -253.26471 -14556.75986 [217,] 7141.51138 -253.26471 [218,] -17642.56944 7141.51138 [219,] -7759.11381 -17642.56944 [220,] -1940.83582 -7759.11381 [221,] 17151.77925 -1940.83582 [222,] -14476.32772 17151.77925 [223,] 4026.57583 -14476.32772 [224,] -14599.05671 4026.57583 [225,] -24741.52426 -14599.05671 [226,] 13370.70969 -24741.52426 [227,] 4242.40298 13370.70969 [228,] -16340.25874 4242.40298 [229,] 33210.72721 -16340.25874 [230,] -12030.55970 33210.72721 [231,] -2451.67853 -12030.55970 [232,] 24801.71091 -2451.67853 [233,] -1247.85566 24801.71091 [234,] 5705.22411 -1247.85566 [235,] -8370.20885 5705.22411 [236,] -8029.86732 -8370.20885 [237,] -13652.03584 -8029.86732 [238,] -9865.38996 -13652.03584 [239,] -5270.75600 -9865.38996 [240,] 10555.46888 -5270.75600 [241,] 2822.33330 10555.46888 [242,] -14282.89276 2822.33330 [243,] -639.18412 -14282.89276 [244,] 2838.36956 -639.18412 [245,] 7905.00251 2838.36956 [246,] 6571.56030 7905.00251 [247,] 1886.65688 6571.56030 [248,] 11394.45670 1886.65688 [249,] 22260.73114 11394.45670 [250,] 2156.38632 22260.73114 [251,] 1864.16876 2156.38632 [252,] -3864.07649 1864.16876 [253,] -1967.79371 -3864.07649 [254,] -9563.64834 -1967.79371 [255,] -6052.87404 -9563.64834 [256,] 5656.27809 -6052.87404 [257,] -5196.41030 5656.27809 [258,] -12881.26047 -5196.41030 [259,] -4734.28788 -12881.26047 [260,] -7730.40554 -4734.28788 [261,] -13515.22842 -7730.40554 [262,] -6240.25962 -13515.22842 [263,] -11872.82824 -6240.25962 [264,] 13655.27162 -11872.82824 [265,] -9797.43601 13655.27162 [266,] -13309.10582 -9797.43601 [267,] -2188.54726 -13309.10582 [268,] -17714.72682 -2188.54726 [269,] 11263.51400 -17714.72682 [270,] -5939.71436 11263.51400 [271,] 802.65750 -5939.71436 [272,] -1261.03174 802.65750 [273,] -14487.75180 -1261.03174 [274,] -3806.47724 -14487.75180 [275,] -25021.11006 -3806.47724 [276,] 11077.22647 -25021.11006 [277,] -3263.52972 11077.22647 [278,] -13885.49992 -3263.52972 [279,] -8760.32989 -13885.49992 [280,] -7057.57248 -8760.32989 [281,] 53995.88803 -7057.57248 [282,] -667.26316 53995.88803 [283,] -5593.60846 -667.26316 [284,] -2929.95068 -5593.60846 [285,] 14519.69785 -2929.95068 [286,] -12382.35114 14519.69785 [287,] 1952.19034 -12382.35114 [288,] -4309.21710 1952.19034 > z <- as.data.frame(dum1) > z lag(myerror, k = 1) myerror 1 13386.53852 22954.54564 2 -17527.61333 13386.53852 3 13101.44254 -17527.61333 4 -16588.17515 13101.44254 5 35023.05749 -16588.17515 6 9173.23445 35023.05749 7 5007.35006 9173.23445 8 -9281.01268 5007.35006 9 54075.42922 -9281.01268 10 -6986.53663 54075.42922 11 -25351.86787 -6986.53663 12 -35799.83338 -25351.86787 13 -12705.10718 -35799.83338 14 -27872.05612 -12705.10718 15 -40000.90310 -27872.05612 16 -30619.02753 -40000.90310 17 32414.33491 -30619.02753 18 11036.89677 32414.33491 19 31505.61108 11036.89677 20 2524.77953 31505.61108 21 6912.93449 2524.77953 22 -33310.03682 6912.93449 23 -2613.65352 -33310.03682 24 3540.56691 -2613.65352 25 -19798.49271 3540.56691 26 12816.30860 -19798.49271 27 -6685.72606 12816.30860 28 -24386.72310 -6685.72606 29 -20429.88502 -24386.72310 30 -14972.90224 -20429.88502 31 20304.73341 -14972.90224 32 -4245.98368 20304.73341 33 -26528.68346 -4245.98368 34 4308.47059 -26528.68346 35 -4721.91061 4308.47059 36 -6368.65247 -4721.91061 37 -19599.82181 -6368.65247 38 -19951.56435 -19599.82181 39 1230.52205 -19951.56435 40 -13943.19673 1230.52205 41 -7428.86684 -13943.19673 42 -11147.27157 -7428.86684 43 -16821.71696 -11147.27157 44 -42981.51488 -16821.71696 45 -20140.98439 -42981.51488 46 -9126.59037 -20140.98439 47 5656.73582 -9126.59037 48 -7111.57958 5656.73582 49 21623.49724 -7111.57958 50 11761.80199 21623.49724 51 -7480.79802 11761.80199 52 -3568.37161 -7480.79802 53 23066.78688 -3568.37161 54 -8221.30897 23066.78688 55 -682.29921 -8221.30897 56 -979.87388 -682.29921 57 -18141.77078 -979.87388 58 -6292.42931 -18141.77078 59 -8364.41419 -6292.42931 60 7539.98436 -8364.41419 61 30328.62695 7539.98436 62 37559.35498 30328.62695 63 -11623.30222 37559.35498 64 27413.78600 -11623.30222 65 -5423.08436 27413.78600 66 -29541.84697 -5423.08436 67 1550.84673 -29541.84697 68 47693.59900 1550.84673 69 -37493.96743 47693.59900 70 -85.83245 -37493.96743 71 25296.87518 -85.83245 72 -14176.43221 25296.87518 73 29550.05019 -14176.43221 74 -21678.16673 29550.05019 75 810.13634 -21678.16673 76 -11221.42876 810.13634 77 -35784.08481 -11221.42876 78 -23891.86158 -35784.08481 79 -20896.19418 -23891.86158 80 10617.26895 -20896.19418 81 -15251.69442 10617.26895 82 -23417.35971 -15251.69442 83 1599.70270 -23417.35971 84 132613.07870 1599.70270 85 -19346.79251 132613.07870 86 -6145.85002 -19346.79251 87 -6560.33531 -6145.85002 88 -8719.03978 -6560.33531 89 -21580.73672 -8719.03978 90 -11421.41937 -21580.73672 91 23316.78936 -11421.41937 92 -20089.31286 23316.78936 93 18165.55335 -20089.31286 94 -20980.06396 18165.55335 95 12439.71474 -20980.06396 96 -26612.77280 12439.71474 97 33201.44974 -26612.77280 98 -36537.21252 33201.44974 99 1162.93661 -36537.21252 100 -7970.28216 1162.93661 101 -29775.26493 -7970.28216 102 29633.36210 -29775.26493 103 49105.63041 29633.36210 104 55646.98610 49105.63041 105 54844.87927 55646.98610 106 -17976.46231 54844.87927 107 -11489.67373 -17976.46231 108 38952.17023 -11489.67373 109 -2309.02191 38952.17023 110 30032.46240 -2309.02191 111 -25075.90284 30032.46240 112 12158.51828 -25075.90284 113 -28030.36180 12158.51828 114 9231.69167 -28030.36180 115 -947.32947 9231.69167 116 -22922.92434 -947.32947 117 -14253.87419 -22922.92434 118 150969.60813 -14253.87419 119 -729.24788 150969.60813 120 -8589.89797 -729.24788 121 -10697.24222 -8589.89797 122 -10640.38763 -10697.24222 123 73062.45319 -10640.38763 124 36663.26374 73062.45319 125 -14519.47004 36663.26374 126 5945.38980 -14519.47004 127 11722.94613 5945.38980 128 -14786.14169 11722.94613 129 -4916.06948 -14786.14169 130 -6271.24646 -4916.06948 131 -18523.31821 -6271.24646 132 -8921.93940 -18523.31821 133 -6916.14734 -8921.93940 134 -29060.73164 -6916.14734 135 -19961.32032 -29060.73164 136 -1204.32800 -19961.32032 137 19947.74299 -1204.32800 138 30386.68001 19947.74299 139 -1652.13047 30386.68001 140 -8608.40959 -1652.13047 141 15826.97273 -8608.40959 142 -7870.56579 15826.97273 143 -15824.41021 -7870.56579 144 17690.49105 -15824.41021 145 -3389.70406 17690.49105 146 16886.12790 -3389.70406 147 53128.22833 16886.12790 148 -7134.25644 53128.22833 149 17603.84951 -7134.25644 150 -11568.34180 17603.84951 151 11052.98556 -11568.34180 152 -5622.20856 11052.98556 153 -19536.87823 -5622.20856 154 -10101.79230 -19536.87823 155 77250.40634 -10101.79230 156 2839.71446 77250.40634 157 -4338.73162 2839.71446 158 14123.09141 -4338.73162 159 -2550.86772 14123.09141 160 1811.42967 -2550.86772 161 51079.01578 1811.42967 162 9034.58690 51079.01578 163 29328.19999 9034.58690 164 -11749.88476 29328.19999 165 -15755.04400 -11749.88476 166 -20818.18137 -15755.04400 167 27823.98268 -20818.18137 168 -18092.15839 27823.98268 169 23215.54592 -18092.15839 170 -7170.41349 23215.54592 171 7477.89025 -7170.41349 172 -16221.31189 7477.89025 173 -25648.09778 -16221.31189 174 16477.15369 -25648.09778 175 -3340.07200 16477.15369 176 52676.62708 -3340.07200 177 -11461.73643 52676.62708 178 17025.04907 -11461.73643 179 -21918.43501 17025.04907 180 5052.75736 -21918.43501 181 5964.24089 5052.75736 182 3572.55621 5964.24089 183 -2689.42998 3572.55621 184 -51259.65616 -2689.42998 185 -1008.59910 -51259.65616 186 -7087.52246 -1008.59910 187 1500.67549 -7087.52246 188 -5887.19446 1500.67549 189 -16033.09227 -5887.19446 190 14461.69518 -16033.09227 191 -1679.29891 14461.69518 192 -14315.62554 -1679.29891 193 3677.43402 -14315.62554 194 12237.40452 3677.43402 195 -15371.95638 12237.40452 196 -2172.22128 -15371.95638 197 41505.67723 -2172.22128 198 19207.68038 41505.67723 199 11801.66566 19207.68038 200 -7896.66118 11801.66566 201 -21880.12447 -7896.66118 202 -7246.26593 -21880.12447 203 11404.15060 -7246.26593 204 -9890.80066 11404.15060 205 -4701.47702 -9890.80066 206 -9927.71427 -4701.47702 207 -4298.63690 -9927.71427 208 -12638.83720 -4298.63690 209 -26495.71659 -12638.83720 210 -14014.09676 -26495.71659 211 -8942.98367 -14014.09676 212 -2323.72498 -8942.98367 213 -7916.68224 -2323.72498 214 7788.01869 -7916.68224 215 -14556.75986 7788.01869 216 -253.26471 -14556.75986 217 7141.51138 -253.26471 218 -17642.56944 7141.51138 219 -7759.11381 -17642.56944 220 -1940.83582 -7759.11381 221 17151.77925 -1940.83582 222 -14476.32772 17151.77925 223 4026.57583 -14476.32772 224 -14599.05671 4026.57583 225 -24741.52426 -14599.05671 226 13370.70969 -24741.52426 227 4242.40298 13370.70969 228 -16340.25874 4242.40298 229 33210.72721 -16340.25874 230 -12030.55970 33210.72721 231 -2451.67853 -12030.55970 232 24801.71091 -2451.67853 233 -1247.85566 24801.71091 234 5705.22411 -1247.85566 235 -8370.20885 5705.22411 236 -8029.86732 -8370.20885 237 -13652.03584 -8029.86732 238 -9865.38996 -13652.03584 239 -5270.75600 -9865.38996 240 10555.46888 -5270.75600 241 2822.33330 10555.46888 242 -14282.89276 2822.33330 243 -639.18412 -14282.89276 244 2838.36956 -639.18412 245 7905.00251 2838.36956 246 6571.56030 7905.00251 247 1886.65688 6571.56030 248 11394.45670 1886.65688 249 22260.73114 11394.45670 250 2156.38632 22260.73114 251 1864.16876 2156.38632 252 -3864.07649 1864.16876 253 -1967.79371 -3864.07649 254 -9563.64834 -1967.79371 255 -6052.87404 -9563.64834 256 5656.27809 -6052.87404 257 -5196.41030 5656.27809 258 -12881.26047 -5196.41030 259 -4734.28788 -12881.26047 260 -7730.40554 -4734.28788 261 -13515.22842 -7730.40554 262 -6240.25962 -13515.22842 263 -11872.82824 -6240.25962 264 13655.27162 -11872.82824 265 -9797.43601 13655.27162 266 -13309.10582 -9797.43601 267 -2188.54726 -13309.10582 268 -17714.72682 -2188.54726 269 11263.51400 -17714.72682 270 -5939.71436 11263.51400 271 802.65750 -5939.71436 272 -1261.03174 802.65750 273 -14487.75180 -1261.03174 274 -3806.47724 -14487.75180 275 -25021.11006 -3806.47724 276 11077.22647 -25021.11006 277 -3263.52972 11077.22647 278 -13885.49992 -3263.52972 279 -8760.32989 -13885.49992 280 -7057.57248 -8760.32989 281 53995.88803 -7057.57248 282 -667.26316 53995.88803 283 -5593.60846 -667.26316 284 -2929.95068 -5593.60846 285 14519.69785 -2929.95068 286 -12382.35114 14519.69785 287 1952.19034 -12382.35114 288 -4309.21710 1952.19034 > 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/7vx2n1324509045.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/8njvn1324509045.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/9mcl81324509045.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/wessaorg/rcomp/tmp/10iqfv1324509045.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$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='') + } + } > myeq <- paste(myeq, ' + e[t]') > a<-table.row.start(a) > a<-table.element(a, myeq) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/11zvk91324509045.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Variable',header=TRUE) > a<-table.element(a,'Parameter',header=TRUE) > a<-table.element(a,'S.D.',header=TRUE) > a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE) > a<-table.element(a,'2-tail p-value',header=TRUE) > a<-table.element(a,'1-tail p-value',header=TRUE) > a<-table.row.end(a) > for (i in 1:k){ + a<-table.row.start(a) + a<-table.element(a,rownames(mysum$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$coefficients[i,4]/2,6)) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/12q5st1324509045.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Multiple R',1,TRUE) > a<-table.element(a, sqrt(mysum$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$sigma) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Sum Squared Residuals',1,TRUE) > a<-table.element(a, sum(myerror*myerror)) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/13xuh31324509045.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Time or Index', 1, TRUE) > a<-table.element(a, 'Actuals', 1, TRUE) > a<-table.element(a, 'Interpolation
Forecast', 1, TRUE) > a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE) > a<-table.row.end(a) > for (i in 1:n) { + a<-table.row.start(a) + a<-table.element(a,i, 1, TRUE) + a<-table.element(a,x[i]) + a<-table.element(a,x[i]-mysum$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/1436hy1324509045.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/153jlq1324509045.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/162hep1324509045.tab") + } > > try(system("convert tmp/102hx1324509044.ps tmp/102hx1324509044.png",intern=TRUE)) character(0) > try(system("convert tmp/2m6561324509044.ps tmp/2m6561324509044.png",intern=TRUE)) character(0) > try(system("convert tmp/3c8fo1324509044.ps tmp/3c8fo1324509044.png",intern=TRUE)) character(0) > try(system("convert tmp/4aulj1324509045.ps tmp/4aulj1324509045.png",intern=TRUE)) character(0) > try(system("convert tmp/53s1o1324509045.ps tmp/53s1o1324509045.png",intern=TRUE)) character(0) > try(system("convert tmp/668od1324509045.ps tmp/668od1324509045.png",intern=TRUE)) character(0) > try(system("convert tmp/7vx2n1324509045.ps tmp/7vx2n1324509045.png",intern=TRUE)) character(0) > try(system("convert tmp/8njvn1324509045.ps tmp/8njvn1324509045.png",intern=TRUE)) character(0) > try(system("convert tmp/9mcl81324509045.ps tmp/9mcl81324509045.png",intern=TRUE)) character(0) > try(system("convert tmp/10iqfv1324509045.ps tmp/10iqfv1324509045.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 8.686 0.734 9.458