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_in_rfc' + ,'logins' + ,'shared_compendiums' + ,'blogged_computations' + ,'compendiums_reviewed' + ,'totsize') + ,1:289)) > y <- array(NA,dim=c(7,289),dimnames=list(c('pageviews','time_in_rfc','logins','shared_compendiums','blogged_computations','compendiums_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 = '2' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Prof. Dr. P. Wessa > #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > library(lattice) > library(lmtest) Loading required package: zoo > 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 time_in_rfc pageviews logins shared_compendiums blogged_computations 1 210907 1418 56 3 79 2 120982 869 56 4 58 3 176508 1530 54 12 60 4 179321 2172 89 2 108 5 123185 901 40 1 49 6 52746 463 25 3 0 7 385534 3201 92 0 121 8 33170 371 18 0 1 9 101645 1192 63 0 20 10 149061 1583 44 5 43 11 165446 1439 33 0 69 12 237213 1764 84 0 78 13 173326 1495 88 7 86 14 133131 1373 55 7 44 15 258873 2187 60 3 104 16 180083 1491 66 9 63 17 324799 4041 154 0 158 18 230964 1706 53 4 102 19 236785 2152 119 3 77 20 135473 1036 41 0 82 21 202925 1882 61 7 115 22 215147 1929 58 0 101 23 344297 2242 75 1 80 24 153935 1220 33 5 50 25 132943 1289 40 7 83 26 174724 2515 92 0 123 27 174415 2147 100 0 73 28 225548 2352 112 5 81 29 223632 1638 73 0 105 30 124817 1222 40 0 47 31 221698 1812 45 0 105 32 210767 1677 60 3 94 33 170266 1579 62 4 44 34 260561 1731 75 1 114 35 84853 807 31 4 38 36 294424 2452 77 2 107 37 101011 829 34 0 30 38 215641 1940 46 0 71 39 325107 2662 99 0 84 40 7176 186 17 0 0 41 167542 1499 66 2 59 42 106408 865 30 1 33 43 96560 1793 76 0 42 44 265769 2527 146 2 96 45 269651 2747 67 10 106 46 149112 1324 56 6 56 47 175824 2702 107 0 57 48 152871 1383 58 5 59 49 111665 1179 34 4 39 50 116408 2099 61 1 34 51 362301 4308 119 2 76 52 78800 918 42 2 20 53 183167 1831 66 0 91 54 277965 3373 89 8 115 55 150629 1713 44 3 85 56 168809 1438 66 0 76 57 24188 496 24 0 8 58 329267 2253 259 8 79 59 65029 744 17 5 21 60 101097 1161 64 3 30 61 218946 2352 41 1 76 62 244052 2144 68 5 101 63 341570 4691 168 1 94 64 103597 1112 43 1 27 65 233328 2694 132 5 92 66 256462 1973 105 0 123 67 206161 1769 71 12 75 68 311473 3148 112 8 128 69 235800 2474 94 8 105 70 177939 2084 82 8 55 71 207176 1954 70 8 56 72 196553 1226 57 2 41 73 174184 1389 53 0 72 74 143246 1496 103 5 67 75 187559 2269 121 8 75 76 187681 1833 62 2 114 77 119016 1268 52 5 118 78 182192 1943 52 12 77 79 73566 893 32 6 22 80 194979 1762 62 7 66 81 167488 1403 45 2 69 82 143756 1425 46 0 105 83 275541 1857 63 4 116 84 243199 1840 75 3 88 85 182999 1502 88 6 73 86 135649 1441 46 2 99 87 152299 1420 53 0 62 88 120221 1416 37 1 53 89 346485 2970 90 0 118 90 145790 1317 63 5 30 91 193339 1644 78 2 100 92 80953 870 25 0 49 93 122774 1654 45 0 24 94 130585 1054 46 5 67 95 112611 937 41 0 46 96 286468 3004 144 1 57 97 241066 2008 82 0 75 98 148446 2547 91 1 135 99 204713 1885 71 1 68 100 182079 1626 63 2 124 101 140344 1468 53 6 33 102 220516 2445 62 1 98 103 243060 1964 63 4 58 104 162765 1381 32 2 68 105 182613 1369 39 3 81 106 232138 1659 62 0 131 107 265318 2888 117 10 110 108 85574 1290 34 0 37 109 310839 2845 92 9 130 110 225060 1982 93 7 93 111 232317 1904 54 0 118 112 144966 1391 144 0 39 113 43287 602 14 4 13 114 155754 1743 61 4 74 115 164709 1559 109 0 81 116 201940 2014 38 0 109 117 235454 2143 73 0 151 118 220801 2146 75 1 51 119 99466 874 50 0 28 120 92661 1590 61 1 40 121 133328 1590 55 0 56 122 61361 1210 77 0 27 123 125930 2072 75 4 37 124 100750 1281 72 0 83 125 224549 1401 50 4 54 126 82316 834 32 4 27 127 102010 1105 53 3 28 128 101523 1272 42 0 59 129 243511 1944 71 0 133 130 22938 391 10 0 12 131 41566 761 35 5 0 132 152474 1605 65 0 106 133 61857 530 25 4 23 134 99923 1988 66 0 44 135 132487 1386 41 0 71 136 317394 2395 86 1 116 137 21054 387 16 0 4 138 209641 1742 42 5 62 139 22648 620 19 0 12 140 31414 449 19 0 18 141 46698 800 45 0 14 142 131698 1684 65 0 60 143 91735 1050 35 0 7 144 244749 2699 95 2 98 145 184510 1606 49 7 64 146 79863 1502 37 1 29 147 128423 1204 64 8 32 148 97839 1138 38 2 25 149 38214 568 34 0 16 150 151101 1459 32 2 48 151 272458 2158 65 0 100 152 172494 1111 52 0 46 153 108043 1421 62 1 45 154 328107 2833 65 3 129 155 250579 1955 83 0 130 156 351067 2922 95 3 136 157 158015 1002 29 0 59 158 98866 1060 18 0 25 159 85439 956 33 0 32 160 229242 2186 247 4 63 161 351619 3604 139 4 95 162 84207 1035 29 11 14 163 120445 1417 118 0 36 164 324598 3261 110 0 113 165 131069 1587 67 4 47 166 204271 1424 42 0 92 167 165543 1701 65 1 70 168 141722 1249 94 0 19 169 116048 946 64 0 50 170 250047 1926 81 0 41 171 299775 3352 95 9 91 172 195838 1641 67 1 111 173 173260 2035 63 3 41 174 254488 2312 83 10 120 175 104389 1369 45 5 135 176 136084 1577 30 0 27 177 199476 2201 70 2 87 178 92499 961 32 0 25 179 224330 1900 83 1 131 180 135781 1254 31 2 45 181 74408 1335 67 4 29 182 81240 1597 66 0 58 183 14688 207 10 0 4 184 181633 1645 70 2 47 185 271856 2429 103 1 109 186 7199 151 5 0 7 187 46660 474 20 0 12 188 17547 141 5 0 0 189 133368 1639 36 1 37 190 95227 872 34 0 37 191 152601 1318 48 2 46 192 98146 1018 40 0 15 193 79619 1383 43 3 42 194 59194 1314 31 6 7 195 139942 1335 42 0 54 196 118612 1403 46 2 54 197 72880 910 33 0 14 198 65475 616 18 2 16 199 99643 1407 55 1 33 200 71965 771 35 1 32 201 77272 766 59 2 21 202 49289 473 19 1 15 203 135131 1376 66 0 38 204 108446 1232 60 1 22 205 89746 1521 36 3 28 206 44296 572 25 0 10 207 77648 1059 47 0 31 208 181528 1544 54 0 32 209 134019 1230 53 0 32 210 124064 1206 40 1 43 211 92630 1205 40 4 27 212 121848 1255 39 0 37 213 52915 613 14 0 20 214 81872 721 45 0 32 215 58981 1109 36 7 0 216 53515 740 28 2 5 217 60812 1126 44 0 26 218 56375 728 30 7 10 219 65490 689 22 3 27 220 80949 592 17 0 11 221 76302 995 31 0 29 222 104011 1613 55 6 25 223 98104 2048 54 2 55 224 67989 705 21 0 23 225 30989 301 14 0 5 226 135458 1803 81 3 43 227 73504 799 35 0 23 228 63123 861 43 1 34 229 61254 1186 46 1 36 230 74914 1451 30 0 35 231 31774 628 23 1 0 232 81437 1161 38 0 37 233 87186 1463 54 0 28 234 50090 742 20 0 16 235 65745 979 53 0 26 236 56653 675 45 0 38 237 158399 1241 39 0 23 238 46455 676 20 0 22 239 73624 1049 24 0 30 240 38395 620 31 0 16 241 91899 1081 35 0 18 242 139526 1688 151 0 28 243 52164 736 52 0 32 244 51567 617 30 2 21 245 70551 812 31 0 23 246 84856 1051 29 1 29 247 102538 1656 57 1 50 248 86678 705 40 0 12 249 85709 945 44 0 21 250 34662 554 25 0 18 251 150580 1597 77 0 27 252 99611 982 35 0 41 253 19349 222 11 0 13 254 99373 1212 63 1 12 255 86230 1143 44 0 21 256 30837 435 19 0 8 257 31706 532 13 0 26 258 89806 882 42 0 27 259 62088 608 38 1 13 260 40151 459 29 0 16 261 27634 578 20 0 2 262 76990 826 27 0 42 263 37460 509 20 0 5 264 54157 717 19 0 37 265 49862 637 37 0 17 266 84337 857 26 0 38 267 64175 830 42 0 37 268 59382 652 49 0 29 269 119308 707 30 0 32 270 76702 954 49 0 35 271 103425 1461 67 1 17 272 70344 672 28 0 20 273 43410 778 19 0 7 274 104838 1141 49 1 46 275 62215 680 27 0 24 276 69304 1090 30 6 40 277 53117 616 22 3 3 278 19764 285 12 1 10 279 86680 1145 31 2 37 280 84105 733 20 0 17 281 77945 888 20 0 28 282 89113 849 39 0 19 283 91005 1182 29 3 29 284 40248 528 16 1 8 285 64187 642 27 0 10 286 50857 947 21 0 15 287 56613 819 19 1 15 288 62792 757 35 0 28 289 72535 894 14 0 17 compendiums_reviewed totsize 1 30 112285 2 28 84786 3 38 83123 4 30 101193 5 22 38361 6 26 68504 7 25 119182 8 18 22807 9 11 17140 10 26 116174 11 25 57635 12 38 66198 13 44 71701 14 30 57793 15 40 80444 16 34 53855 17 47 97668 18 30 133824 19 31 101481 20 23 99645 21 36 114789 22 36 99052 23 30 67654 24 25 65553 25 39 97500 26 34 69112 27 31 82753 28 31 85323 29 33 72654 30 25 30727 31 33 77873 32 35 117478 33 42 74007 34 43 90183 35 30 61542 36 33 101494 37 13 27570 38 32 55813 39 36 79215 40 0 1423 41 28 55461 42 14 31081 43 17 22996 44 32 83122 45 30 70106 46 35 60578 47 20 39992 48 28 79892 49 28 49810 50 39 71570 51 34 100708 52 26 33032 53 39 82875 54 39 139077 55 33 71595 56 28 72260 57 4 5950 58 39 115762 59 18 32551 60 14 31701 61 29 80670 62 44 143558 63 21 117105 64 16 23789 65 28 120733 66 35 105195 67 28 73107 68 38 132068 69 23 149193 70 36 46821 71 32 87011 72 29 95260 73 25 55183 74 27 106671 75 36 73511 76 28 92945 77 23 78664 78 40 70054 79 23 22618 80 40 74011 81 28 83737 82 34 69094 83 33 93133 84 28 95536 85 34 225920 86 30 62133 87 33 61370 88 22 43836 89 38 106117 90 26 38692 91 35 84651 92 8 56622 93 24 15986 94 29 95364 95 20 26706 96 29 89691 97 45 67267 98 37 126846 99 33 41140 100 33 102860 101 25 51715 102 32 55801 103 29 111813 104 28 120293 105 28 138599 106 31 161647 107 52 115929 108 21 24266 109 24 162901 110 41 109825 111 33 129838 112 32 37510 113 19 43750 114 20 40652 115 31 87771 116 31 85872 117 32 89275 118 18 44418 119 23 192565 120 17 35232 121 20 40909 122 12 13294 123 17 32387 124 30 140867 125 31 120662 126 10 21233 127 13 44332 128 22 61056 129 42 101338 130 1 1168 131 9 13497 132 32 65567 133 11 25162 134 25 32334 135 36 40735 136 31 91413 137 0 855 138 24 97068 139 13 44339 140 8 14116 141 13 10288 142 19 65622 143 18 16563 144 33 76643 145 40 110681 146 22 29011 147 38 92696 148 24 94785 149 8 8773 150 35 83209 151 43 93815 152 43 86687 153 14 34553 154 41 105547 155 38 103487 156 45 213688 157 31 71220 158 13 23517 159 28 56926 160 31 91721 161 40 115168 162 30 111194 163 16 51009 164 37 135777 165 30 51513 166 35 74163 167 32 51633 168 27 75345 169 20 33416 170 18 83305 171 31 98952 172 31 102372 173 21 37238 174 39 103772 175 41 123969 176 13 27142 177 32 135400 178 18 21399 179 39 130115 180 14 24874 181 7 34988 182 17 45549 183 0 6023 184 30 64466 185 37 54990 186 0 1644 187 5 6179 188 1 3926 189 16 32755 190 32 34777 191 24 73224 192 17 27114 193 11 20760 194 24 37636 195 22 65461 196 12 30080 197 19 24094 198 13 69008 199 17 54968 200 15 46090 201 16 27507 202 24 10672 203 15 34029 204 17 46300 205 18 24760 206 20 18779 207 16 21280 208 16 40662 209 18 28987 210 22 22827 211 8 18513 212 17 30594 213 18 24006 214 16 27913 215 23 42744 216 22 12934 217 13 22574 218 13 41385 219 16 18653 220 16 18472 221 20 30976 222 22 63339 223 17 25568 224 18 33747 225 17 4154 226 12 19474 227 7 35130 228 17 39067 229 14 13310 230 23 65892 231 17 4143 232 14 28579 233 15 51776 234 17 21152 235 21 38084 236 18 27717 237 18 32928 238 17 11342 239 17 19499 240 16 16380 241 15 36874 242 21 48259 243 16 16734 244 14 28207 245 15 30143 246 17 41369 247 15 45833 248 15 29156 249 10 35944 250 6 36278 251 22 45588 252 21 45097 253 1 3895 254 18 28394 255 17 18632 256 4 2325 257 10 25139 258 16 27975 259 16 14483 260 9 13127 261 16 5839 262 17 24069 263 7 3738 264 15 18625 265 14 36341 266 14 24548 267 18 21792 268 12 26263 269 16 23686 270 21 49303 271 19 25659 272 16 28904 273 1 2781 274 16 29236 275 10 19546 276 19 22818 277 12 32689 278 2 5752 279 14 22197 280 17 20055 281 19 25272 282 14 82206 283 11 32073 284 4 5444 285 16 20154 286 20 36944 287 12 8019 288 15 30884 289 16 19540 > k <- length(x[1,]) > df <- as.data.frame(x) > (mylm <- lm(df)) Call: lm(formula = df) Coefficients: (Intercept) pageviews logins -1.558e+04 5.878e+01 1.654e+02 shared_compendiums blogged_computations compendiums_reviewed -9.285e+02 4.281e+02 1.055e+03 totsize 2.804e-01 > (mysum <- summary(mylm)) Call: lm(formula = df) Residuals: Min 1Q Median 3Q Max -132180 -13923 513 13572 131768 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -1.558e+04 4.628e+03 -3.366 0.000869 *** pageviews 5.878e+01 4.656e+00 12.624 < 2e-16 *** logins 1.654e+02 7.996e+01 2.068 0.039563 * shared_compendiums -9.285e+02 7.195e+02 -1.290 0.197965 blogged_computations 4.281e+02 9.506e+01 4.503 9.8e-06 *** compendiums_reviewed 1.055e+03 2.849e+02 3.703 0.000256 *** totsize 2.804e-01 7.385e-02 3.797 0.000180 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 29560 on 282 degrees of freedom Multiple R-squared: 0.8738, Adjusted R-squared: 0.8711 F-statistic: 325.5 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,] 0.9496879 1.006241e-01 5.031205e-02 [2,] 0.9320825 1.358349e-01 6.791747e-02 [3,] 0.9310501 1.378998e-01 6.894988e-02 [4,] 0.8904781 2.190438e-01 1.095219e-01 [5,] 0.8354278 3.291443e-01 1.645722e-01 [6,] 0.7801021 4.397959e-01 2.198979e-01 [7,] 0.7447675 5.104651e-01 2.552325e-01 [8,] 0.9362075 1.275850e-01 6.379250e-02 [9,] 0.9081858 1.836285e-01 9.181424e-02 [10,] 0.9162109 1.675782e-01 8.378910e-02 [11,] 0.9080803 1.838394e-01 9.191968e-02 [12,] 0.9043856 1.912288e-01 9.561438e-02 [13,] 0.8721012 2.557977e-01 1.278988e-01 [14,] 0.9982860 3.428066e-03 1.714033e-03 [15,] 0.9973231 5.353812e-03 2.676906e-03 [16,] 0.9972306 5.538860e-03 2.769430e-03 [17,] 0.9997733 4.534405e-04 2.267203e-04 [18,] 0.9998144 3.711059e-04 1.855529e-04 [19,] 0.9996834 6.331091e-04 3.165545e-04 [20,] 0.9997517 4.965662e-04 2.482831e-04 [21,] 0.9996101 7.798538e-04 3.899269e-04 [22,] 0.9994040 1.192039e-03 5.960194e-04 [23,] 0.9990791 1.841826e-03 9.209132e-04 [24,] 0.9985667 2.866655e-03 1.433328e-03 [25,] 0.9992634 1.473199e-03 7.365993e-04 [26,] 0.9990853 1.829374e-03 9.146870e-04 [27,] 0.9991052 1.789569e-03 8.947844e-04 [28,] 0.9987308 2.538315e-03 1.269157e-03 [29,] 0.9982471 3.505807e-03 1.752903e-03 [30,] 0.9993678 1.264430e-03 6.322151e-04 [31,] 0.9990853 1.829334e-03 9.146670e-04 [32,] 0.9986868 2.626422e-03 1.313211e-03 [33,] 0.9982465 3.506933e-03 1.753466e-03 [34,] 0.9993054 1.389268e-03 6.946340e-04 [35,] 0.9992223 1.555380e-03 7.776899e-04 [36,] 0.9989407 2.118655e-03 1.059327e-03 [37,] 0.9984627 3.074506e-03 1.537253e-03 [38,] 0.9990946 1.810758e-03 9.053788e-04 [39,] 0.9986931 2.613805e-03 1.306903e-03 [40,] 0.9983020 3.396006e-03 1.698003e-03 [41,] 0.9997624 4.751115e-04 2.375557e-04 [42,] 0.9996599 6.802957e-04 3.401479e-04 [43,] 0.9995123 9.753246e-04 4.876623e-04 [44,] 0.9994405 1.118910e-03 5.594550e-04 [45,] 0.9996724 6.552176e-04 3.276088e-04 [46,] 0.9997219 5.561454e-04 2.780727e-04 [47,] 0.9995960 8.080115e-04 4.040057e-04 [48,] 0.9994717 1.056548e-03 5.282738e-04 [49,] 0.9998484 3.031571e-04 1.515786e-04 [50,] 0.9997767 4.465133e-04 2.232567e-04 [51,] 0.9996820 6.359721e-04 3.179861e-04 [52,] 0.9995467 9.066134e-04 4.533067e-04 [53,] 0.9993644 1.271215e-03 6.356074e-04 [54,] 0.9995341 9.318277e-04 4.659139e-04 [55,] 0.9993586 1.282843e-03 6.414217e-04 [56,] 0.9994307 1.138663e-03 5.693313e-04 [57,] 0.9992636 1.472714e-03 7.363570e-04 [58,] 0.9992745 1.450963e-03 7.254813e-04 [59,] 0.9989983 2.003370e-03 1.001685e-03 [60,] 0.9988205 2.359079e-03 1.179540e-03 [61,] 0.9984034 3.193114e-03 1.596557e-03 [62,] 0.9981563 3.687383e-03 1.843691e-03 [63,] 0.9990514 1.897292e-03 9.486458e-04 [64,] 0.9988900 2.220006e-03 1.110003e-03 [65,] 0.9990378 1.924341e-03 9.621704e-04 [66,] 0.9990731 1.853890e-03 9.269448e-04 [67,] 0.9989642 2.071559e-03 1.035780e-03 [68,] 0.9993129 1.374267e-03 6.871337e-04 [69,] 0.9990567 1.886517e-03 9.432583e-04 [70,] 0.9987203 2.559498e-03 1.279749e-03 [71,] 0.9983621 3.275842e-03 1.637921e-03 [72,] 0.9978674 4.265215e-03 2.132608e-03 [73,] 0.9980336 3.932748e-03 1.966374e-03 [74,] 0.9993051 1.389834e-03 6.949170e-04 [75,] 0.9995183 9.633991e-04 4.816995e-04 [76,] 0.9995608 8.784772e-04 4.392386e-04 [77,] 0.9995880 8.240631e-04 4.120315e-04 [78,] 0.9994380 1.123924e-03 5.619621e-04 [79,] 0.9992732 1.453545e-03 7.267723e-04 [80,] 0.9995954 8.091580e-04 4.045790e-04 [81,] 0.9995652 8.695052e-04 4.347526e-04 [82,] 0.9994185 1.163045e-03 5.815226e-04 [83,] 0.9992276 1.544711e-03 7.723556e-04 [84,] 0.9989782 2.043647e-03 1.021823e-03 [85,] 0.9986601 2.679773e-03 1.339886e-03 [86,] 0.9983545 3.291007e-03 1.645504e-03 [87,] 0.9980674 3.865103e-03 1.932551e-03 [88,] 0.9979243 4.151374e-03 2.075687e-03 [89,] 0.9999957 8.596473e-06 4.298236e-06 [90,] 0.9999949 1.021071e-05 5.105354e-06 [91,] 0.9999938 1.249829e-05 6.249144e-06 [92,] 0.9999913 1.733349e-05 8.666743e-06 [93,] 0.9999876 2.481174e-05 1.240587e-05 [94,] 0.9999936 1.272076e-05 6.360380e-06 [95,] 0.9999906 1.887800e-05 9.439000e-06 [96,] 0.9999869 2.629853e-05 1.314927e-05 [97,] 0.9999811 3.778766e-05 1.889383e-05 [98,] 0.9999799 4.014955e-05 2.007478e-05 [99,] 0.9999792 4.163381e-05 2.081691e-05 [100,] 0.9999787 4.267235e-05 2.133618e-05 [101,] 0.9999701 5.976660e-05 2.988330e-05 [102,] 0.9999577 8.468433e-05 4.234216e-05 [103,] 0.9999431 1.138646e-04 5.693230e-05 [104,] 0.9999266 1.467241e-04 7.336203e-05 [105,] 0.9998968 2.063758e-04 1.031879e-04 [106,] 0.9998784 2.432103e-04 1.216051e-04 [107,] 0.9998380 3.240759e-04 1.620379e-04 [108,] 0.9997819 4.362397e-04 2.181198e-04 [109,] 0.9998450 3.099716e-04 1.549858e-04 [110,] 0.9998744 2.511901e-04 1.255951e-04 [111,] 0.9999101 1.798104e-04 8.990522e-05 [112,] 0.9998809 2.382812e-04 1.191406e-04 [113,] 0.9999012 1.976118e-04 9.880591e-05 [114,] 0.9999082 1.836875e-04 9.184373e-05 [115,] 0.9999907 1.852867e-05 9.264336e-06 [116,] 0.9999979 4.223982e-06 2.111991e-06 [117,] 0.9999974 5.110688e-06 2.555344e-06 [118,] 0.9999963 7.356868e-06 3.678434e-06 [119,] 0.9999966 6.757318e-06 3.378659e-06 [120,] 0.9999950 9.993569e-06 4.996784e-06 [121,] 0.9999927 1.462716e-05 7.313582e-06 [122,] 0.9999895 2.090517e-05 1.045259e-05 [123,] 0.9999911 1.777144e-05 8.885720e-06 [124,] 0.9999894 2.113912e-05 1.056956e-05 [125,] 0.9999985 3.079590e-06 1.539795e-06 [126,] 0.9999981 3.778409e-06 1.889204e-06 [127,] 0.9999998 4.539506e-07 2.269753e-07 [128,] 0.9999997 6.796236e-07 3.398118e-07 [129,] 0.9999998 3.361968e-07 1.680984e-07 [130,] 0.9999999 2.733214e-07 1.366607e-07 [131,] 0.9999998 4.291140e-07 2.145570e-07 [132,] 0.9999997 5.879696e-07 2.939848e-07 [133,] 0.9999997 5.700530e-07 2.850265e-07 [134,] 0.9999996 8.314376e-07 4.157188e-07 [135,] 0.9999994 1.197652e-06 5.988259e-07 [136,] 0.9999992 1.626188e-06 8.130940e-07 [137,] 0.9999996 8.502270e-07 4.251135e-07 [138,] 0.9999994 1.205546e-06 6.027730e-07 [139,] 0.9999992 1.509056e-06 7.545279e-07 [140,] 0.9999988 2.313991e-06 1.156996e-06 [141,] 0.9999982 3.523579e-06 1.761790e-06 [142,] 0.9999986 2.890858e-06 1.445429e-06 [143,] 0.9999985 2.972562e-06 1.486281e-06 [144,] 0.9999980 4.071923e-06 2.035961e-06 [145,] 0.9999989 2.129289e-06 1.064645e-06 [146,] 0.9999986 2.731788e-06 1.365894e-06 [147,] 0.9999984 3.122159e-06 1.561080e-06 [148,] 0.9999989 2.110259e-06 1.055129e-06 [149,] 0.9999986 2.807771e-06 1.403885e-06 [150,] 0.9999982 3.672488e-06 1.836244e-06 [151,] 0.9999972 5.600077e-06 2.800039e-06 [152,] 0.9999970 6.073732e-06 3.036866e-06 [153,] 0.9999960 7.967097e-06 3.983548e-06 [154,] 0.9999948 1.035976e-05 5.179880e-06 [155,] 0.9999924 1.518611e-05 7.593056e-06 [156,] 0.9999897 2.059533e-05 1.029766e-05 [157,] 0.9999943 1.134516e-05 5.672582e-06 [158,] 0.9999916 1.682415e-05 8.412076e-06 [159,] 0.9999881 2.371234e-05 1.185617e-05 [160,] 0.9999847 3.053166e-05 1.526583e-05 [161,] 0.9999994 1.180056e-06 5.900281e-07 [162,] 0.9999996 8.738610e-07 4.369305e-07 [163,] 0.9999994 1.162392e-06 5.811961e-07 [164,] 0.9999993 1.470155e-06 7.350777e-07 [165,] 0.9999998 3.418065e-07 1.709033e-07 [166,] 1.0000000 1.640877e-08 8.204384e-09 [167,] 1.0000000 1.650302e-08 8.251510e-09 [168,] 1.0000000 2.238014e-08 1.119007e-08 [169,] 1.0000000 3.465520e-08 1.732760e-08 [170,] 1.0000000 5.565740e-08 2.782870e-08 [171,] 1.0000000 2.763733e-08 1.381866e-08 [172,] 1.0000000 3.528053e-08 1.764026e-08 [173,] 1.0000000 2.534010e-09 1.267005e-09 [174,] 1.0000000 4.361329e-09 2.180664e-09 [175,] 1.0000000 3.080162e-09 1.540081e-09 [176,] 1.0000000 5.793946e-10 2.896973e-10 [177,] 1.0000000 1.017944e-09 5.089721e-10 [178,] 1.0000000 1.677082e-09 8.385408e-10 [179,] 1.0000000 2.806434e-09 1.403217e-09 [180,] 1.0000000 3.863792e-09 1.931896e-09 [181,] 1.0000000 6.725659e-09 3.362829e-09 [182,] 1.0000000 3.883113e-09 1.941557e-09 [183,] 1.0000000 5.420993e-09 2.710497e-09 [184,] 1.0000000 7.237232e-09 3.618616e-09 [185,] 1.0000000 7.156219e-09 3.578110e-09 [186,] 1.0000000 8.508576e-09 4.254288e-09 [187,] 1.0000000 1.282470e-08 6.412348e-09 [188,] 1.0000000 2.288302e-08 1.144151e-08 [189,] 1.0000000 3.854598e-08 1.927299e-08 [190,] 1.0000000 5.606070e-08 2.803035e-08 [191,] 1.0000000 9.832311e-08 4.916155e-08 [192,] 0.9999999 1.635103e-07 8.175514e-08 [193,] 0.9999999 2.797583e-07 1.398791e-07 [194,] 0.9999998 3.044563e-07 1.522282e-07 [195,] 0.9999998 4.951851e-07 2.475925e-07 [196,] 0.9999996 7.063702e-07 3.531851e-07 [197,] 0.9999994 1.100404e-06 5.502020e-07 [198,] 0.9999991 1.704276e-06 8.521380e-07 [199,] 1.0000000 5.390051e-08 2.695026e-08 [200,] 1.0000000 2.419315e-08 1.209657e-08 [201,] 1.0000000 1.606720e-08 8.033601e-09 [202,] 1.0000000 2.128827e-08 1.064414e-08 [203,] 1.0000000 1.580729e-08 7.903643e-09 [204,] 1.0000000 2.953005e-08 1.476503e-08 [205,] 1.0000000 4.729910e-08 2.364955e-08 [206,] 1.0000000 6.265215e-08 3.132608e-08 [207,] 0.9999999 1.091974e-07 5.459870e-08 [208,] 0.9999999 1.122368e-07 5.611842e-08 [209,] 0.9999999 2.057731e-07 1.028866e-07 [210,] 0.9999998 3.242605e-07 1.621302e-07 [211,] 0.9999999 2.308992e-07 1.154496e-07 [212,] 0.9999998 4.118327e-07 2.059164e-07 [213,] 0.9999997 6.582742e-07 3.291371e-07 [214,] 0.9999999 2.240660e-07 1.120330e-07 [215,] 0.9999998 4.037912e-07 2.018956e-07 [216,] 0.9999996 7.495034e-07 3.747517e-07 [217,] 0.9999994 1.207716e-06 6.038582e-07 [218,] 0.9999990 2.031460e-06 1.015730e-06 [219,] 0.9999985 3.056026e-06 1.528013e-06 [220,] 0.9999988 2.490717e-06 1.245359e-06 [221,] 0.9999998 4.812604e-07 2.406302e-07 [222,] 0.9999997 6.392786e-07 3.196393e-07 [223,] 0.9999995 1.063615e-06 5.318073e-07 [224,] 0.9999997 5.452330e-07 2.726165e-07 [225,] 0.9999996 8.148416e-07 4.074208e-07 [226,] 0.9999996 7.127230e-07 3.563615e-07 [227,] 0.9999994 1.214840e-06 6.074202e-07 [228,] 1.0000000 1.067164e-08 5.335821e-09 [229,] 1.0000000 1.832742e-08 9.163709e-09 [230,] 1.0000000 3.492224e-08 1.746112e-08 [231,] 1.0000000 3.777278e-08 1.888639e-08 [232,] 1.0000000 8.040975e-08 4.020487e-08 [233,] 0.9999999 1.515603e-07 7.578017e-08 [234,] 0.9999999 1.289714e-07 6.448572e-08 [235,] 0.9999999 2.730721e-07 1.365360e-07 [236,] 0.9999997 6.000784e-07 3.000392e-07 [237,] 0.9999994 1.296928e-06 6.484639e-07 [238,] 0.9999996 7.850151e-07 3.925075e-07 [239,] 0.9999996 7.036257e-07 3.518129e-07 [240,] 0.9999993 1.484708e-06 7.423538e-07 [241,] 0.9999990 2.019425e-06 1.009712e-06 [242,] 0.9999988 2.485467e-06 1.242734e-06 [243,] 0.9999974 5.174954e-06 2.587477e-06 [244,] 0.9999944 1.117402e-05 5.587010e-06 [245,] 0.9999890 2.196768e-05 1.098384e-05 [246,] 0.9999767 4.669190e-05 2.334595e-05 [247,] 0.9999520 9.605055e-05 4.802527e-05 [248,] 0.9999544 9.116332e-05 4.558166e-05 [249,] 0.9999257 1.485769e-04 7.428843e-05 [250,] 0.9998784 2.432785e-04 1.216393e-04 [251,] 0.9997556 4.888583e-04 2.444292e-04 [252,] 0.9996631 6.738725e-04 3.369362e-04 [253,] 0.9993323 1.335366e-03 6.676831e-04 [254,] 0.9987032 2.593511e-03 1.296755e-03 [255,] 0.9984398 3.120411e-03 1.560205e-03 [256,] 0.9975860 4.828046e-03 2.414023e-03 [257,] 0.9954261 9.147839e-03 4.573920e-03 [258,] 0.9946669 1.066613e-02 5.333065e-03 [259,] 0.9925036 1.499275e-02 7.496377e-03 [260,] 0.9996686 6.628553e-04 3.314276e-04 [261,] 0.9996501 6.998484e-04 3.499242e-04 [262,] 0.9991349 1.730272e-03 8.651360e-04 [263,] 0.9978437 4.312679e-03 2.156340e-03 [264,] 0.9958948 8.210449e-03 4.105224e-03 [265,] 0.9902115 1.957706e-02 9.788532e-03 [266,] 0.9771196 4.576083e-02 2.288041e-02 [267,] 0.9565459 8.690821e-02 4.345410e-02 [268,] 0.9083379 1.833242e-01 9.166209e-02 [269,] 0.8965936 2.068128e-01 1.034064e-01 [270,] 0.7854445 4.291110e-01 2.145555e-01 > postscript(file="/var/wessaorg/rcomp/tmp/18zlp1324479095.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$resid) > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/2xjez1324479096.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mysum$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/38w9j1324479096.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals') > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4un4x1324479096.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals') > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/54tww1324479096.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 39721.5975 1802.3628 15298.1681 -51870.3788 25183.2897 -6870.2890 7 8 9 10 11 12 86174.7375 -1843.5596 11774.9991 -9441.8602 18921.9826 43187.6352 13 14 15 16 17 18 -10347.2182 -1268.9498 29505.6477 27537.1656 -67196.0238 28390.8919 19 20 21 22 23 24 14871.5414 -3921.6152 -15086.6450 -1224.9345 131767.6695 30838.4309 25 26 27 28 29 30 -31360.8398 -80625.6255 -39884.8896 -2287.9320 30737.2931 6852.0034 31 32 33 34 35 36 21742.9221 10546.1240 2611.3860 43482.2478 -13579.5944 45938.9259 37 38 39 40 41 42 27957.0920 29791.7955 71712.1826 8611.8188 15617.4949 29504.6007 43 44 45 46 47 48 -48172.1374 12381.1210 25301.7675 5306.4490 -41812.1536 5022.5877 49 50 51 52 53 54 -4157.1383 -76301.5874 10219.1179 -9914.1977 -23115.6814 -41357.1025 55 56 57 58 59 60 -30234.8534 6625.4558 -2667.2418 69611.0328 1606.3713 4141.2587 61 62 63 64 65 66 4690.9789 -2885.3121 -40643.9961 12529.7729 -29389.1423 19647.1320 67 68 69 70 71 72 35028.2181 -972.5900 -13188.2458 -9747.7804 21636.7272 57653.7317 73 74 75 76 77 78 26694.9714 -28563.2646 -33495.0400 -17267.0015 -40718.7756 -8683.8876 79 80 81 82 83 84 -3083.0997 12044.8509 12469.4818 -32211.5460 64691.0564 47021.7443 85 86 87 88 89 90 -29142.1604 -30662.5588 -2904.6521 -10801.5069 52268.5115 27069.6037 91 92 93 94 95 96 -2211.2763 -4027.5768 -6375.2586 -4759.4854 18061.2878 22463.6405 97 98 99 100 101 102 26630.8598 -132179.7791 23234.5793 -23202.5986 11449.6233 -8286.6155 103 104 105 106 107 108 49730.6887 1367.3837 10994.0106 5855.2153 -33352.7221 -25084.0814 109 110 111 112 113 114 25704.0763 1414.7288 5331.1342 -5989.9991 -12992.2162 -1658.3082 115 116 117 118 119 120 -21350.5346 -10575.7445 -10419.0997 45500.9888 -34833.0238 -39305.5646 121 122 123 124 125 126 -10180.2182 -34854.8582 -31814.0645 -77540.5509 63581.4959 19238.2875 127 128 129 130 131 132 8533.9767 -30187.7485 3439.7557 7362.1483 -2006.9212 -34544.4206 133 134 135 136 137 138 17360.3911 -66529.7506 -19965.2903 70926.0620 9288.2503 41456.9178 139 140 141 142 143 144 -32638.0465 -2641.6032 -14775.5547 -26575.3566 13184.0620 -10409.5169 145 146 147 148 149 150 3468.7957 -41783.8098 -9691.6292 -20489.9084 -2961.9804 -3305.5437 151 152 153 154 155 156 35981.7166 24819.7768 -12941.3540 41148.6903 12777.8762 16379.8894 157 158 159 160 161 162 31980.1072 18157.3489 -19823.4648 -6177.2259 20948.4324 -24444.5506 163 164 165 166 167 168 -13363.6594 4849.5658 -20201.9968 32112.4496 -6872.0009 10606.8785 169 170 171 172 173 174 13572.4691 79134.2928 11586.2508 -4103.7719 11454.7258 8134.6819 175 176 177 178 179 180 -99091.4152 21131.5336 -32989.5217 10613.9617 -18259.0288 33380.5258 181 182 183 184 185 186 -25452.1617 -63491.2452 13044.9550 20968.1420 27458.8104 9617.7753 187 188 189 190 191 192 18927.9428 21855.3575 5688.8404 -5412.9639 19094.9077 15321.0015 193 194 195 196 197 198 -25817.1536 -40878.9324 5433.6239 1770.9391 -3274.5324 3817.2054 199 200 201 202 203 204 -23112.7338 -5075.3423 6349.8816 124.0935 17290.2493 2288.3910 205 206 207 208 209 210 -25155.9905 -8521.7999 -12902.7958 55450.9877 27726.7944 15059.6683 211 212 213 214 215 216 9295.9622 14865.2565 -4130.3472 9230.2065 -26322.1435 -6146.6426 217 218 219 220 221 222 -28238.7340 1106.0060 6054.3469 32155.7916 -13923.2312 -30406.7855 223 224 225 226 227 228 -62407.2289 363.3467 5323.7608 -2069.7180 9253.6455 -21526.5952 229 230 231 232 233 234 -33463.5040 -57470.4417 -11527.1677 -16126.0542 -34479.3200 -11962.2195 235 236 237 238 239 240 -28941.2279 -17908.2002 56522.8451 -11535.8398 -12663.2527 -15912.6696 241 242 243 244 245 246 4286.7482 -16746.0234 -19382.4606 -3888.8985 -842.2384 -7151.1084 247 248 249 250 251 252 -37789.7895 25071.0661 8852.6669 -10661.4955 12014.9895 -662.5621 253 254 255 256 257 258 12348.1936 2141.3351 -4793.5431 9410.2521 -14860.7459 10320.3519 259 260 261 262 263 264 10072.7316 3932.7193 -13437.6566 -3104.5462 9242.0765 -12431.7578 265 266 267 268 269 270 -10352.2404 7328.1762 -16910.9975 -3899.5898 51154.5861 -22851.7065 271 272 273 274 275 276 -11531.5226 8252.2115 5287.8564 1413.5657 7058.8346 -22135.2601 277 278 279 280 281 282 8529.3664 9532.1611 -5138.7773 22461.2773 -1090.1194 2391.5008 283 284 285 286 287 288 2090.5963 13905.1268 10757.9177 -30573.8359 513.3525 -8378.1094 289 3619.7392 > postscript(file="/var/wessaorg/rcomp/tmp/6ni2l1324479096.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 39721.5975 NA 1 1802.3628 39721.5975 2 15298.1681 1802.3628 3 -51870.3788 15298.1681 4 25183.2897 -51870.3788 5 -6870.2890 25183.2897 6 86174.7375 -6870.2890 7 -1843.5596 86174.7375 8 11774.9991 -1843.5596 9 -9441.8602 11774.9991 10 18921.9826 -9441.8602 11 43187.6352 18921.9826 12 -10347.2182 43187.6352 13 -1268.9498 -10347.2182 14 29505.6477 -1268.9498 15 27537.1656 29505.6477 16 -67196.0238 27537.1656 17 28390.8919 -67196.0238 18 14871.5414 28390.8919 19 -3921.6152 14871.5414 20 -15086.6450 -3921.6152 21 -1224.9345 -15086.6450 22 131767.6695 -1224.9345 23 30838.4309 131767.6695 24 -31360.8398 30838.4309 25 -80625.6255 -31360.8398 26 -39884.8896 -80625.6255 27 -2287.9320 -39884.8896 28 30737.2931 -2287.9320 29 6852.0034 30737.2931 30 21742.9221 6852.0034 31 10546.1240 21742.9221 32 2611.3860 10546.1240 33 43482.2478 2611.3860 34 -13579.5944 43482.2478 35 45938.9259 -13579.5944 36 27957.0920 45938.9259 37 29791.7955 27957.0920 38 71712.1826 29791.7955 39 8611.8188 71712.1826 40 15617.4949 8611.8188 41 29504.6007 15617.4949 42 -48172.1374 29504.6007 43 12381.1210 -48172.1374 44 25301.7675 12381.1210 45 5306.4490 25301.7675 46 -41812.1536 5306.4490 47 5022.5877 -41812.1536 48 -4157.1383 5022.5877 49 -76301.5874 -4157.1383 50 10219.1179 -76301.5874 51 -9914.1977 10219.1179 52 -23115.6814 -9914.1977 53 -41357.1025 -23115.6814 54 -30234.8534 -41357.1025 55 6625.4558 -30234.8534 56 -2667.2418 6625.4558 57 69611.0328 -2667.2418 58 1606.3713 69611.0328 59 4141.2587 1606.3713 60 4690.9789 4141.2587 61 -2885.3121 4690.9789 62 -40643.9961 -2885.3121 63 12529.7729 -40643.9961 64 -29389.1423 12529.7729 65 19647.1320 -29389.1423 66 35028.2181 19647.1320 67 -972.5900 35028.2181 68 -13188.2458 -972.5900 69 -9747.7804 -13188.2458 70 21636.7272 -9747.7804 71 57653.7317 21636.7272 72 26694.9714 57653.7317 73 -28563.2646 26694.9714 74 -33495.0400 -28563.2646 75 -17267.0015 -33495.0400 76 -40718.7756 -17267.0015 77 -8683.8876 -40718.7756 78 -3083.0997 -8683.8876 79 12044.8509 -3083.0997 80 12469.4818 12044.8509 81 -32211.5460 12469.4818 82 64691.0564 -32211.5460 83 47021.7443 64691.0564 84 -29142.1604 47021.7443 85 -30662.5588 -29142.1604 86 -2904.6521 -30662.5588 87 -10801.5069 -2904.6521 88 52268.5115 -10801.5069 89 27069.6037 52268.5115 90 -2211.2763 27069.6037 91 -4027.5768 -2211.2763 92 -6375.2586 -4027.5768 93 -4759.4854 -6375.2586 94 18061.2878 -4759.4854 95 22463.6405 18061.2878 96 26630.8598 22463.6405 97 -132179.7791 26630.8598 98 23234.5793 -132179.7791 99 -23202.5986 23234.5793 100 11449.6233 -23202.5986 101 -8286.6155 11449.6233 102 49730.6887 -8286.6155 103 1367.3837 49730.6887 104 10994.0106 1367.3837 105 5855.2153 10994.0106 106 -33352.7221 5855.2153 107 -25084.0814 -33352.7221 108 25704.0763 -25084.0814 109 1414.7288 25704.0763 110 5331.1342 1414.7288 111 -5989.9991 5331.1342 112 -12992.2162 -5989.9991 113 -1658.3082 -12992.2162 114 -21350.5346 -1658.3082 115 -10575.7445 -21350.5346 116 -10419.0997 -10575.7445 117 45500.9888 -10419.0997 118 -34833.0238 45500.9888 119 -39305.5646 -34833.0238 120 -10180.2182 -39305.5646 121 -34854.8582 -10180.2182 122 -31814.0645 -34854.8582 123 -77540.5509 -31814.0645 124 63581.4959 -77540.5509 125 19238.2875 63581.4959 126 8533.9767 19238.2875 127 -30187.7485 8533.9767 128 3439.7557 -30187.7485 129 7362.1483 3439.7557 130 -2006.9212 7362.1483 131 -34544.4206 -2006.9212 132 17360.3911 -34544.4206 133 -66529.7506 17360.3911 134 -19965.2903 -66529.7506 135 70926.0620 -19965.2903 136 9288.2503 70926.0620 137 41456.9178 9288.2503 138 -32638.0465 41456.9178 139 -2641.6032 -32638.0465 140 -14775.5547 -2641.6032 141 -26575.3566 -14775.5547 142 13184.0620 -26575.3566 143 -10409.5169 13184.0620 144 3468.7957 -10409.5169 145 -41783.8098 3468.7957 146 -9691.6292 -41783.8098 147 -20489.9084 -9691.6292 148 -2961.9804 -20489.9084 149 -3305.5437 -2961.9804 150 35981.7166 -3305.5437 151 24819.7768 35981.7166 152 -12941.3540 24819.7768 153 41148.6903 -12941.3540 154 12777.8762 41148.6903 155 16379.8894 12777.8762 156 31980.1072 16379.8894 157 18157.3489 31980.1072 158 -19823.4648 18157.3489 159 -6177.2259 -19823.4648 160 20948.4324 -6177.2259 161 -24444.5506 20948.4324 162 -13363.6594 -24444.5506 163 4849.5658 -13363.6594 164 -20201.9968 4849.5658 165 32112.4496 -20201.9968 166 -6872.0009 32112.4496 167 10606.8785 -6872.0009 168 13572.4691 10606.8785 169 79134.2928 13572.4691 170 11586.2508 79134.2928 171 -4103.7719 11586.2508 172 11454.7258 -4103.7719 173 8134.6819 11454.7258 174 -99091.4152 8134.6819 175 21131.5336 -99091.4152 176 -32989.5217 21131.5336 177 10613.9617 -32989.5217 178 -18259.0288 10613.9617 179 33380.5258 -18259.0288 180 -25452.1617 33380.5258 181 -63491.2452 -25452.1617 182 13044.9550 -63491.2452 183 20968.1420 13044.9550 184 27458.8104 20968.1420 185 9617.7753 27458.8104 186 18927.9428 9617.7753 187 21855.3575 18927.9428 188 5688.8404 21855.3575 189 -5412.9639 5688.8404 190 19094.9077 -5412.9639 191 15321.0015 19094.9077 192 -25817.1536 15321.0015 193 -40878.9324 -25817.1536 194 5433.6239 -40878.9324 195 1770.9391 5433.6239 196 -3274.5324 1770.9391 197 3817.2054 -3274.5324 198 -23112.7338 3817.2054 199 -5075.3423 -23112.7338 200 6349.8816 -5075.3423 201 124.0935 6349.8816 202 17290.2493 124.0935 203 2288.3910 17290.2493 204 -25155.9905 2288.3910 205 -8521.7999 -25155.9905 206 -12902.7958 -8521.7999 207 55450.9877 -12902.7958 208 27726.7944 55450.9877 209 15059.6683 27726.7944 210 9295.9622 15059.6683 211 14865.2565 9295.9622 212 -4130.3472 14865.2565 213 9230.2065 -4130.3472 214 -26322.1435 9230.2065 215 -6146.6426 -26322.1435 216 -28238.7340 -6146.6426 217 1106.0060 -28238.7340 218 6054.3469 1106.0060 219 32155.7916 6054.3469 220 -13923.2312 32155.7916 221 -30406.7855 -13923.2312 222 -62407.2289 -30406.7855 223 363.3467 -62407.2289 224 5323.7608 363.3467 225 -2069.7180 5323.7608 226 9253.6455 -2069.7180 227 -21526.5952 9253.6455 228 -33463.5040 -21526.5952 229 -57470.4417 -33463.5040 230 -11527.1677 -57470.4417 231 -16126.0542 -11527.1677 232 -34479.3200 -16126.0542 233 -11962.2195 -34479.3200 234 -28941.2279 -11962.2195 235 -17908.2002 -28941.2279 236 56522.8451 -17908.2002 237 -11535.8398 56522.8451 238 -12663.2527 -11535.8398 239 -15912.6696 -12663.2527 240 4286.7482 -15912.6696 241 -16746.0234 4286.7482 242 -19382.4606 -16746.0234 243 -3888.8985 -19382.4606 244 -842.2384 -3888.8985 245 -7151.1084 -842.2384 246 -37789.7895 -7151.1084 247 25071.0661 -37789.7895 248 8852.6669 25071.0661 249 -10661.4955 8852.6669 250 12014.9895 -10661.4955 251 -662.5621 12014.9895 252 12348.1936 -662.5621 253 2141.3351 12348.1936 254 -4793.5431 2141.3351 255 9410.2521 -4793.5431 256 -14860.7459 9410.2521 257 10320.3519 -14860.7459 258 10072.7316 10320.3519 259 3932.7193 10072.7316 260 -13437.6566 3932.7193 261 -3104.5462 -13437.6566 262 9242.0765 -3104.5462 263 -12431.7578 9242.0765 264 -10352.2404 -12431.7578 265 7328.1762 -10352.2404 266 -16910.9975 7328.1762 267 -3899.5898 -16910.9975 268 51154.5861 -3899.5898 269 -22851.7065 51154.5861 270 -11531.5226 -22851.7065 271 8252.2115 -11531.5226 272 5287.8564 8252.2115 273 1413.5657 5287.8564 274 7058.8346 1413.5657 275 -22135.2601 7058.8346 276 8529.3664 -22135.2601 277 9532.1611 8529.3664 278 -5138.7773 9532.1611 279 22461.2773 -5138.7773 280 -1090.1194 22461.2773 281 2391.5008 -1090.1194 282 2090.5963 2391.5008 283 13905.1268 2090.5963 284 10757.9177 13905.1268 285 -30573.8359 10757.9177 286 513.3525 -30573.8359 287 -8378.1094 513.3525 288 3619.7392 -8378.1094 289 NA 3619.7392 > dum1 <- dum[2:length(myerror),] > dum1 lag(myerror, k = 1) myerror [1,] 1802.3628 39721.5975 [2,] 15298.1681 1802.3628 [3,] -51870.3788 15298.1681 [4,] 25183.2897 -51870.3788 [5,] -6870.2890 25183.2897 [6,] 86174.7375 -6870.2890 [7,] -1843.5596 86174.7375 [8,] 11774.9991 -1843.5596 [9,] -9441.8602 11774.9991 [10,] 18921.9826 -9441.8602 [11,] 43187.6352 18921.9826 [12,] -10347.2182 43187.6352 [13,] -1268.9498 -10347.2182 [14,] 29505.6477 -1268.9498 [15,] 27537.1656 29505.6477 [16,] -67196.0238 27537.1656 [17,] 28390.8919 -67196.0238 [18,] 14871.5414 28390.8919 [19,] -3921.6152 14871.5414 [20,] -15086.6450 -3921.6152 [21,] -1224.9345 -15086.6450 [22,] 131767.6695 -1224.9345 [23,] 30838.4309 131767.6695 [24,] -31360.8398 30838.4309 [25,] -80625.6255 -31360.8398 [26,] -39884.8896 -80625.6255 [27,] -2287.9320 -39884.8896 [28,] 30737.2931 -2287.9320 [29,] 6852.0034 30737.2931 [30,] 21742.9221 6852.0034 [31,] 10546.1240 21742.9221 [32,] 2611.3860 10546.1240 [33,] 43482.2478 2611.3860 [34,] -13579.5944 43482.2478 [35,] 45938.9259 -13579.5944 [36,] 27957.0920 45938.9259 [37,] 29791.7955 27957.0920 [38,] 71712.1826 29791.7955 [39,] 8611.8188 71712.1826 [40,] 15617.4949 8611.8188 [41,] 29504.6007 15617.4949 [42,] -48172.1374 29504.6007 [43,] 12381.1210 -48172.1374 [44,] 25301.7675 12381.1210 [45,] 5306.4490 25301.7675 [46,] -41812.1536 5306.4490 [47,] 5022.5877 -41812.1536 [48,] -4157.1383 5022.5877 [49,] -76301.5874 -4157.1383 [50,] 10219.1179 -76301.5874 [51,] -9914.1977 10219.1179 [52,] -23115.6814 -9914.1977 [53,] -41357.1025 -23115.6814 [54,] -30234.8534 -41357.1025 [55,] 6625.4558 -30234.8534 [56,] -2667.2418 6625.4558 [57,] 69611.0328 -2667.2418 [58,] 1606.3713 69611.0328 [59,] 4141.2587 1606.3713 [60,] 4690.9789 4141.2587 [61,] -2885.3121 4690.9789 [62,] -40643.9961 -2885.3121 [63,] 12529.7729 -40643.9961 [64,] -29389.1423 12529.7729 [65,] 19647.1320 -29389.1423 [66,] 35028.2181 19647.1320 [67,] -972.5900 35028.2181 [68,] -13188.2458 -972.5900 [69,] -9747.7804 -13188.2458 [70,] 21636.7272 -9747.7804 [71,] 57653.7317 21636.7272 [72,] 26694.9714 57653.7317 [73,] -28563.2646 26694.9714 [74,] -33495.0400 -28563.2646 [75,] -17267.0015 -33495.0400 [76,] -40718.7756 -17267.0015 [77,] -8683.8876 -40718.7756 [78,] -3083.0997 -8683.8876 [79,] 12044.8509 -3083.0997 [80,] 12469.4818 12044.8509 [81,] -32211.5460 12469.4818 [82,] 64691.0564 -32211.5460 [83,] 47021.7443 64691.0564 [84,] -29142.1604 47021.7443 [85,] -30662.5588 -29142.1604 [86,] -2904.6521 -30662.5588 [87,] -10801.5069 -2904.6521 [88,] 52268.5115 -10801.5069 [89,] 27069.6037 52268.5115 [90,] -2211.2763 27069.6037 [91,] -4027.5768 -2211.2763 [92,] -6375.2586 -4027.5768 [93,] -4759.4854 -6375.2586 [94,] 18061.2878 -4759.4854 [95,] 22463.6405 18061.2878 [96,] 26630.8598 22463.6405 [97,] -132179.7791 26630.8598 [98,] 23234.5793 -132179.7791 [99,] -23202.5986 23234.5793 [100,] 11449.6233 -23202.5986 [101,] -8286.6155 11449.6233 [102,] 49730.6887 -8286.6155 [103,] 1367.3837 49730.6887 [104,] 10994.0106 1367.3837 [105,] 5855.2153 10994.0106 [106,] -33352.7221 5855.2153 [107,] -25084.0814 -33352.7221 [108,] 25704.0763 -25084.0814 [109,] 1414.7288 25704.0763 [110,] 5331.1342 1414.7288 [111,] -5989.9991 5331.1342 [112,] -12992.2162 -5989.9991 [113,] -1658.3082 -12992.2162 [114,] -21350.5346 -1658.3082 [115,] -10575.7445 -21350.5346 [116,] -10419.0997 -10575.7445 [117,] 45500.9888 -10419.0997 [118,] -34833.0238 45500.9888 [119,] -39305.5646 -34833.0238 [120,] -10180.2182 -39305.5646 [121,] -34854.8582 -10180.2182 [122,] -31814.0645 -34854.8582 [123,] -77540.5509 -31814.0645 [124,] 63581.4959 -77540.5509 [125,] 19238.2875 63581.4959 [126,] 8533.9767 19238.2875 [127,] -30187.7485 8533.9767 [128,] 3439.7557 -30187.7485 [129,] 7362.1483 3439.7557 [130,] -2006.9212 7362.1483 [131,] -34544.4206 -2006.9212 [132,] 17360.3911 -34544.4206 [133,] -66529.7506 17360.3911 [134,] -19965.2903 -66529.7506 [135,] 70926.0620 -19965.2903 [136,] 9288.2503 70926.0620 [137,] 41456.9178 9288.2503 [138,] -32638.0465 41456.9178 [139,] -2641.6032 -32638.0465 [140,] -14775.5547 -2641.6032 [141,] -26575.3566 -14775.5547 [142,] 13184.0620 -26575.3566 [143,] -10409.5169 13184.0620 [144,] 3468.7957 -10409.5169 [145,] -41783.8098 3468.7957 [146,] -9691.6292 -41783.8098 [147,] -20489.9084 -9691.6292 [148,] -2961.9804 -20489.9084 [149,] -3305.5437 -2961.9804 [150,] 35981.7166 -3305.5437 [151,] 24819.7768 35981.7166 [152,] -12941.3540 24819.7768 [153,] 41148.6903 -12941.3540 [154,] 12777.8762 41148.6903 [155,] 16379.8894 12777.8762 [156,] 31980.1072 16379.8894 [157,] 18157.3489 31980.1072 [158,] -19823.4648 18157.3489 [159,] -6177.2259 -19823.4648 [160,] 20948.4324 -6177.2259 [161,] -24444.5506 20948.4324 [162,] -13363.6594 -24444.5506 [163,] 4849.5658 -13363.6594 [164,] -20201.9968 4849.5658 [165,] 32112.4496 -20201.9968 [166,] -6872.0009 32112.4496 [167,] 10606.8785 -6872.0009 [168,] 13572.4691 10606.8785 [169,] 79134.2928 13572.4691 [170,] 11586.2508 79134.2928 [171,] -4103.7719 11586.2508 [172,] 11454.7258 -4103.7719 [173,] 8134.6819 11454.7258 [174,] -99091.4152 8134.6819 [175,] 21131.5336 -99091.4152 [176,] -32989.5217 21131.5336 [177,] 10613.9617 -32989.5217 [178,] -18259.0288 10613.9617 [179,] 33380.5258 -18259.0288 [180,] -25452.1617 33380.5258 [181,] -63491.2452 -25452.1617 [182,] 13044.9550 -63491.2452 [183,] 20968.1420 13044.9550 [184,] 27458.8104 20968.1420 [185,] 9617.7753 27458.8104 [186,] 18927.9428 9617.7753 [187,] 21855.3575 18927.9428 [188,] 5688.8404 21855.3575 [189,] -5412.9639 5688.8404 [190,] 19094.9077 -5412.9639 [191,] 15321.0015 19094.9077 [192,] -25817.1536 15321.0015 [193,] -40878.9324 -25817.1536 [194,] 5433.6239 -40878.9324 [195,] 1770.9391 5433.6239 [196,] -3274.5324 1770.9391 [197,] 3817.2054 -3274.5324 [198,] -23112.7338 3817.2054 [199,] -5075.3423 -23112.7338 [200,] 6349.8816 -5075.3423 [201,] 124.0935 6349.8816 [202,] 17290.2493 124.0935 [203,] 2288.3910 17290.2493 [204,] -25155.9905 2288.3910 [205,] -8521.7999 -25155.9905 [206,] -12902.7958 -8521.7999 [207,] 55450.9877 -12902.7958 [208,] 27726.7944 55450.9877 [209,] 15059.6683 27726.7944 [210,] 9295.9622 15059.6683 [211,] 14865.2565 9295.9622 [212,] -4130.3472 14865.2565 [213,] 9230.2065 -4130.3472 [214,] -26322.1435 9230.2065 [215,] -6146.6426 -26322.1435 [216,] -28238.7340 -6146.6426 [217,] 1106.0060 -28238.7340 [218,] 6054.3469 1106.0060 [219,] 32155.7916 6054.3469 [220,] -13923.2312 32155.7916 [221,] -30406.7855 -13923.2312 [222,] -62407.2289 -30406.7855 [223,] 363.3467 -62407.2289 [224,] 5323.7608 363.3467 [225,] -2069.7180 5323.7608 [226,] 9253.6455 -2069.7180 [227,] -21526.5952 9253.6455 [228,] -33463.5040 -21526.5952 [229,] -57470.4417 -33463.5040 [230,] -11527.1677 -57470.4417 [231,] -16126.0542 -11527.1677 [232,] -34479.3200 -16126.0542 [233,] -11962.2195 -34479.3200 [234,] -28941.2279 -11962.2195 [235,] -17908.2002 -28941.2279 [236,] 56522.8451 -17908.2002 [237,] -11535.8398 56522.8451 [238,] -12663.2527 -11535.8398 [239,] -15912.6696 -12663.2527 [240,] 4286.7482 -15912.6696 [241,] -16746.0234 4286.7482 [242,] -19382.4606 -16746.0234 [243,] -3888.8985 -19382.4606 [244,] -842.2384 -3888.8985 [245,] -7151.1084 -842.2384 [246,] -37789.7895 -7151.1084 [247,] 25071.0661 -37789.7895 [248,] 8852.6669 25071.0661 [249,] -10661.4955 8852.6669 [250,] 12014.9895 -10661.4955 [251,] -662.5621 12014.9895 [252,] 12348.1936 -662.5621 [253,] 2141.3351 12348.1936 [254,] -4793.5431 2141.3351 [255,] 9410.2521 -4793.5431 [256,] -14860.7459 9410.2521 [257,] 10320.3519 -14860.7459 [258,] 10072.7316 10320.3519 [259,] 3932.7193 10072.7316 [260,] -13437.6566 3932.7193 [261,] -3104.5462 -13437.6566 [262,] 9242.0765 -3104.5462 [263,] -12431.7578 9242.0765 [264,] -10352.2404 -12431.7578 [265,] 7328.1762 -10352.2404 [266,] -16910.9975 7328.1762 [267,] -3899.5898 -16910.9975 [268,] 51154.5861 -3899.5898 [269,] -22851.7065 51154.5861 [270,] -11531.5226 -22851.7065 [271,] 8252.2115 -11531.5226 [272,] 5287.8564 8252.2115 [273,] 1413.5657 5287.8564 [274,] 7058.8346 1413.5657 [275,] -22135.2601 7058.8346 [276,] 8529.3664 -22135.2601 [277,] 9532.1611 8529.3664 [278,] -5138.7773 9532.1611 [279,] 22461.2773 -5138.7773 [280,] -1090.1194 22461.2773 [281,] 2391.5008 -1090.1194 [282,] 2090.5963 2391.5008 [283,] 13905.1268 2090.5963 [284,] 10757.9177 13905.1268 [285,] -30573.8359 10757.9177 [286,] 513.3525 -30573.8359 [287,] -8378.1094 513.3525 [288,] 3619.7392 -8378.1094 > z <- as.data.frame(dum1) > z lag(myerror, k = 1) myerror 1 1802.3628 39721.5975 2 15298.1681 1802.3628 3 -51870.3788 15298.1681 4 25183.2897 -51870.3788 5 -6870.2890 25183.2897 6 86174.7375 -6870.2890 7 -1843.5596 86174.7375 8 11774.9991 -1843.5596 9 -9441.8602 11774.9991 10 18921.9826 -9441.8602 11 43187.6352 18921.9826 12 -10347.2182 43187.6352 13 -1268.9498 -10347.2182 14 29505.6477 -1268.9498 15 27537.1656 29505.6477 16 -67196.0238 27537.1656 17 28390.8919 -67196.0238 18 14871.5414 28390.8919 19 -3921.6152 14871.5414 20 -15086.6450 -3921.6152 21 -1224.9345 -15086.6450 22 131767.6695 -1224.9345 23 30838.4309 131767.6695 24 -31360.8398 30838.4309 25 -80625.6255 -31360.8398 26 -39884.8896 -80625.6255 27 -2287.9320 -39884.8896 28 30737.2931 -2287.9320 29 6852.0034 30737.2931 30 21742.9221 6852.0034 31 10546.1240 21742.9221 32 2611.3860 10546.1240 33 43482.2478 2611.3860 34 -13579.5944 43482.2478 35 45938.9259 -13579.5944 36 27957.0920 45938.9259 37 29791.7955 27957.0920 38 71712.1826 29791.7955 39 8611.8188 71712.1826 40 15617.4949 8611.8188 41 29504.6007 15617.4949 42 -48172.1374 29504.6007 43 12381.1210 -48172.1374 44 25301.7675 12381.1210 45 5306.4490 25301.7675 46 -41812.1536 5306.4490 47 5022.5877 -41812.1536 48 -4157.1383 5022.5877 49 -76301.5874 -4157.1383 50 10219.1179 -76301.5874 51 -9914.1977 10219.1179 52 -23115.6814 -9914.1977 53 -41357.1025 -23115.6814 54 -30234.8534 -41357.1025 55 6625.4558 -30234.8534 56 -2667.2418 6625.4558 57 69611.0328 -2667.2418 58 1606.3713 69611.0328 59 4141.2587 1606.3713 60 4690.9789 4141.2587 61 -2885.3121 4690.9789 62 -40643.9961 -2885.3121 63 12529.7729 -40643.9961 64 -29389.1423 12529.7729 65 19647.1320 -29389.1423 66 35028.2181 19647.1320 67 -972.5900 35028.2181 68 -13188.2458 -972.5900 69 -9747.7804 -13188.2458 70 21636.7272 -9747.7804 71 57653.7317 21636.7272 72 26694.9714 57653.7317 73 -28563.2646 26694.9714 74 -33495.0400 -28563.2646 75 -17267.0015 -33495.0400 76 -40718.7756 -17267.0015 77 -8683.8876 -40718.7756 78 -3083.0997 -8683.8876 79 12044.8509 -3083.0997 80 12469.4818 12044.8509 81 -32211.5460 12469.4818 82 64691.0564 -32211.5460 83 47021.7443 64691.0564 84 -29142.1604 47021.7443 85 -30662.5588 -29142.1604 86 -2904.6521 -30662.5588 87 -10801.5069 -2904.6521 88 52268.5115 -10801.5069 89 27069.6037 52268.5115 90 -2211.2763 27069.6037 91 -4027.5768 -2211.2763 92 -6375.2586 -4027.5768 93 -4759.4854 -6375.2586 94 18061.2878 -4759.4854 95 22463.6405 18061.2878 96 26630.8598 22463.6405 97 -132179.7791 26630.8598 98 23234.5793 -132179.7791 99 -23202.5986 23234.5793 100 11449.6233 -23202.5986 101 -8286.6155 11449.6233 102 49730.6887 -8286.6155 103 1367.3837 49730.6887 104 10994.0106 1367.3837 105 5855.2153 10994.0106 106 -33352.7221 5855.2153 107 -25084.0814 -33352.7221 108 25704.0763 -25084.0814 109 1414.7288 25704.0763 110 5331.1342 1414.7288 111 -5989.9991 5331.1342 112 -12992.2162 -5989.9991 113 -1658.3082 -12992.2162 114 -21350.5346 -1658.3082 115 -10575.7445 -21350.5346 116 -10419.0997 -10575.7445 117 45500.9888 -10419.0997 118 -34833.0238 45500.9888 119 -39305.5646 -34833.0238 120 -10180.2182 -39305.5646 121 -34854.8582 -10180.2182 122 -31814.0645 -34854.8582 123 -77540.5509 -31814.0645 124 63581.4959 -77540.5509 125 19238.2875 63581.4959 126 8533.9767 19238.2875 127 -30187.7485 8533.9767 128 3439.7557 -30187.7485 129 7362.1483 3439.7557 130 -2006.9212 7362.1483 131 -34544.4206 -2006.9212 132 17360.3911 -34544.4206 133 -66529.7506 17360.3911 134 -19965.2903 -66529.7506 135 70926.0620 -19965.2903 136 9288.2503 70926.0620 137 41456.9178 9288.2503 138 -32638.0465 41456.9178 139 -2641.6032 -32638.0465 140 -14775.5547 -2641.6032 141 -26575.3566 -14775.5547 142 13184.0620 -26575.3566 143 -10409.5169 13184.0620 144 3468.7957 -10409.5169 145 -41783.8098 3468.7957 146 -9691.6292 -41783.8098 147 -20489.9084 -9691.6292 148 -2961.9804 -20489.9084 149 -3305.5437 -2961.9804 150 35981.7166 -3305.5437 151 24819.7768 35981.7166 152 -12941.3540 24819.7768 153 41148.6903 -12941.3540 154 12777.8762 41148.6903 155 16379.8894 12777.8762 156 31980.1072 16379.8894 157 18157.3489 31980.1072 158 -19823.4648 18157.3489 159 -6177.2259 -19823.4648 160 20948.4324 -6177.2259 161 -24444.5506 20948.4324 162 -13363.6594 -24444.5506 163 4849.5658 -13363.6594 164 -20201.9968 4849.5658 165 32112.4496 -20201.9968 166 -6872.0009 32112.4496 167 10606.8785 -6872.0009 168 13572.4691 10606.8785 169 79134.2928 13572.4691 170 11586.2508 79134.2928 171 -4103.7719 11586.2508 172 11454.7258 -4103.7719 173 8134.6819 11454.7258 174 -99091.4152 8134.6819 175 21131.5336 -99091.4152 176 -32989.5217 21131.5336 177 10613.9617 -32989.5217 178 -18259.0288 10613.9617 179 33380.5258 -18259.0288 180 -25452.1617 33380.5258 181 -63491.2452 -25452.1617 182 13044.9550 -63491.2452 183 20968.1420 13044.9550 184 27458.8104 20968.1420 185 9617.7753 27458.8104 186 18927.9428 9617.7753 187 21855.3575 18927.9428 188 5688.8404 21855.3575 189 -5412.9639 5688.8404 190 19094.9077 -5412.9639 191 15321.0015 19094.9077 192 -25817.1536 15321.0015 193 -40878.9324 -25817.1536 194 5433.6239 -40878.9324 195 1770.9391 5433.6239 196 -3274.5324 1770.9391 197 3817.2054 -3274.5324 198 -23112.7338 3817.2054 199 -5075.3423 -23112.7338 200 6349.8816 -5075.3423 201 124.0935 6349.8816 202 17290.2493 124.0935 203 2288.3910 17290.2493 204 -25155.9905 2288.3910 205 -8521.7999 -25155.9905 206 -12902.7958 -8521.7999 207 55450.9877 -12902.7958 208 27726.7944 55450.9877 209 15059.6683 27726.7944 210 9295.9622 15059.6683 211 14865.2565 9295.9622 212 -4130.3472 14865.2565 213 9230.2065 -4130.3472 214 -26322.1435 9230.2065 215 -6146.6426 -26322.1435 216 -28238.7340 -6146.6426 217 1106.0060 -28238.7340 218 6054.3469 1106.0060 219 32155.7916 6054.3469 220 -13923.2312 32155.7916 221 -30406.7855 -13923.2312 222 -62407.2289 -30406.7855 223 363.3467 -62407.2289 224 5323.7608 363.3467 225 -2069.7180 5323.7608 226 9253.6455 -2069.7180 227 -21526.5952 9253.6455 228 -33463.5040 -21526.5952 229 -57470.4417 -33463.5040 230 -11527.1677 -57470.4417 231 -16126.0542 -11527.1677 232 -34479.3200 -16126.0542 233 -11962.2195 -34479.3200 234 -28941.2279 -11962.2195 235 -17908.2002 -28941.2279 236 56522.8451 -17908.2002 237 -11535.8398 56522.8451 238 -12663.2527 -11535.8398 239 -15912.6696 -12663.2527 240 4286.7482 -15912.6696 241 -16746.0234 4286.7482 242 -19382.4606 -16746.0234 243 -3888.8985 -19382.4606 244 -842.2384 -3888.8985 245 -7151.1084 -842.2384 246 -37789.7895 -7151.1084 247 25071.0661 -37789.7895 248 8852.6669 25071.0661 249 -10661.4955 8852.6669 250 12014.9895 -10661.4955 251 -662.5621 12014.9895 252 12348.1936 -662.5621 253 2141.3351 12348.1936 254 -4793.5431 2141.3351 255 9410.2521 -4793.5431 256 -14860.7459 9410.2521 257 10320.3519 -14860.7459 258 10072.7316 10320.3519 259 3932.7193 10072.7316 260 -13437.6566 3932.7193 261 -3104.5462 -13437.6566 262 9242.0765 -3104.5462 263 -12431.7578 9242.0765 264 -10352.2404 -12431.7578 265 7328.1762 -10352.2404 266 -16910.9975 7328.1762 267 -3899.5898 -16910.9975 268 51154.5861 -3899.5898 269 -22851.7065 51154.5861 270 -11531.5226 -22851.7065 271 8252.2115 -11531.5226 272 5287.8564 8252.2115 273 1413.5657 5287.8564 274 7058.8346 1413.5657 275 -22135.2601 7058.8346 276 8529.3664 -22135.2601 277 9532.1611 8529.3664 278 -5138.7773 9532.1611 279 22461.2773 -5138.7773 280 -1090.1194 22461.2773 281 2391.5008 -1090.1194 282 2090.5963 2391.5008 283 13905.1268 2090.5963 284 10757.9177 13905.1268 285 -30573.8359 10757.9177 286 513.3525 -30573.8359 287 -8378.1094 513.3525 288 3619.7392 -8378.1094 > 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/75yvn1324479096.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/8y7v61324479096.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/96hw31324479096.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0)) > plot(mylm, las = 1, sub='Residual Diagnostics') > par(opar) > dev.off() null device 1 > if (n > n25) { + postscript(file="/var/wessaorg/rcomp/tmp/101a2a1324479096.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint') + grid() + dev.off() + } null device 1 > > #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/wessaorg/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE) > a<-table.row.end(a) > myeq <- colnames(x)[1] > myeq <- paste(myeq, '[t] = ', sep='') > for (i in 1:k){ + if (mysum$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/116ct11324479096.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/12zxy41324479096.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/13rv0e1324479096.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/14d3zj1324479096.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/152v711324479096.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/16338a1324479096.tab") + } > > try(system("convert tmp/18zlp1324479095.ps tmp/18zlp1324479095.png",intern=TRUE)) character(0) > try(system("convert tmp/2xjez1324479096.ps tmp/2xjez1324479096.png",intern=TRUE)) character(0) > try(system("convert tmp/38w9j1324479096.ps tmp/38w9j1324479096.png",intern=TRUE)) character(0) > try(system("convert tmp/4un4x1324479096.ps tmp/4un4x1324479096.png",intern=TRUE)) character(0) > try(system("convert tmp/54tww1324479096.ps tmp/54tww1324479096.png",intern=TRUE)) character(0) > try(system("convert tmp/6ni2l1324479096.ps tmp/6ni2l1324479096.png",intern=TRUE)) character(0) > try(system("convert tmp/75yvn1324479096.ps tmp/75yvn1324479096.png",intern=TRUE)) character(0) > try(system("convert tmp/8y7v61324479096.ps tmp/8y7v61324479096.png",intern=TRUE)) character(0) > try(system("convert tmp/96hw31324479096.ps tmp/96hw31324479096.png",intern=TRUE)) character(0) > try(system("convert tmp/101a2a1324479096.ps tmp/101a2a1324479096.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 9.406 1.021 10.438