R version 2.12.1 (2010-12-16) Copyright (C) 2010 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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+ ,261 + ,45 + ,0 + ,17 + ,17 + ,888 + ,77945 + ,20 + ,299 + ,67 + ,0 + ,28 + ,19 + ,849 + ,89113 + ,39 + ,300 + ,30 + ,0 + ,19 + ,14 + ,1182 + ,91005 + ,29 + ,450 + ,36 + ,3 + ,29 + ,11 + ,528 + ,40248 + ,16 + ,183 + ,34 + ,1 + ,8 + ,4 + ,642 + ,64187 + ,27 + ,238 + ,36 + ,0 + ,10 + ,16 + ,947 + ,50857 + ,21 + ,165 + ,34 + ,0 + ,15 + ,20 + ,819 + ,56613 + ,19 + ,234 + ,37 + ,1 + ,15 + ,12 + ,757 + ,62792 + ,35 + ,176 + ,46 + ,0 + ,28 + ,15 + ,894 + ,72535 + ,14 + ,329 + ,44 + ,0 + ,17 + ,16) + ,dim=c(8 + ,289) + ,dimnames=list(c('pageviews' + ,'time_in_rfc' + ,'logins' + ,'compendium_views_info' + ,'compendium_views_pr' + ,'shared_compendiums' + ,'blogged_computations' + ,'compendiums_reviewed ') + ,1:289)) > y <- array(NA,dim=c(8,289),dimnames=list(c('pageviews','time_in_rfc','logins','compendium_views_info','compendium_views_pr','shared_compendiums','blogged_computations','compendiums_reviewed '),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 compendium_views_info compendium_views_pr 1 210907 1418 56 396 81 2 120982 869 56 297 55 3 176508 1530 54 559 50 4 179321 2172 89 967 125 5 123185 901 40 270 40 6 52746 463 25 143 37 7 385534 3201 92 1562 63 8 33170 371 18 109 44 9 101645 1192 63 371 88 10 149061 1583 44 656 66 11 165446 1439 33 511 57 12 237213 1764 84 655 74 13 173326 1495 88 465 49 14 133131 1373 55 525 52 15 258873 2187 60 885 88 16 180083 1491 66 497 36 17 324799 4041 154 1436 108 18 230964 1706 53 612 43 19 236785 2152 119 865 75 20 135473 1036 41 385 32 21 202925 1882 61 567 44 22 215147 1929 58 639 85 23 344297 2242 75 963 86 24 153935 1220 33 398 56 25 132943 1289 40 410 50 26 174724 2515 92 966 135 27 174415 2147 100 801 63 28 225548 2352 112 892 81 29 223632 1638 73 513 52 30 124817 1222 40 469 44 31 221698 1812 45 683 113 32 210767 1677 60 643 39 33 170266 1579 62 535 73 34 260561 1731 75 625 48 35 84853 807 31 264 33 36 294424 2452 77 992 59 37 101011 829 34 238 41 38 215641 1940 46 818 69 39 325107 2662 99 937 64 40 7176 186 17 70 1 41 167542 1499 66 507 59 42 106408 865 30 260 32 43 96560 1793 76 503 129 44 265769 2527 146 927 37 45 269651 2747 67 1269 31 46 149112 1324 56 537 65 47 175824 2702 107 910 107 48 152871 1383 58 532 74 49 111665 1179 34 345 54 50 116408 2099 61 918 76 51 362301 4308 119 1635 715 52 78800 918 42 330 57 53 183167 1831 66 557 66 54 277965 3373 89 1178 106 55 150629 1713 44 740 54 56 168809 1438 66 452 32 57 24188 496 24 218 20 58 329267 2253 259 764 71 59 65029 744 17 255 21 60 101097 1161 64 454 70 61 218946 2352 41 866 112 62 244052 2144 68 574 66 63 341570 4691 168 1276 190 64 103597 1112 43 379 66 65 233328 2694 132 825 165 66 256462 1973 105 798 56 67 206161 1769 71 663 61 68 311473 3148 112 1069 53 69 235800 2474 94 921 127 70 177939 2084 82 858 63 71 207176 1954 70 711 38 72 196553 1226 57 503 50 73 174184 1389 53 382 52 74 143246 1496 103 464 42 75 187559 2269 121 717 76 76 187681 1833 62 690 67 77 119016 1268 52 462 50 78 182192 1943 52 657 53 79 73566 893 32 385 39 80 194979 1762 62 577 50 81 167488 1403 45 619 77 82 143756 1425 46 479 57 83 275541 1857 63 817 73 84 243199 1840 75 752 34 85 182999 1502 88 430 39 86 135649 1441 46 451 46 87 152299 1420 53 537 63 88 120221 1416 37 519 35 89 346485 2970 90 1000 106 90 145790 1317 63 637 43 91 193339 1644 78 465 47 92 80953 870 25 437 31 93 122774 1654 45 711 162 94 130585 1054 46 299 57 95 112611 937 41 248 36 96 286468 3004 144 1162 263 97 241066 2008 82 714 78 98 148446 2547 91 905 63 99 204713 1885 71 649 54 100 182079 1626 63 512 63 101 140344 1468 53 472 77 102 220516 2445 62 905 79 103 243060 1964 63 786 110 104 162765 1381 32 489 56 105 182613 1369 39 479 56 106 232138 1659 62 617 43 107 265318 2888 117 925 111 108 85574 1290 34 351 71 109 310839 2845 92 1144 62 110 225060 1982 93 669 56 111 232317 1904 54 707 74 112 144966 1391 144 458 60 113 43287 602 14 214 43 114 155754 1743 61 599 68 115 164709 1559 109 572 53 116 201940 2014 38 897 87 117 235454 2143 73 819 46 118 220801 2146 75 720 105 119 99466 874 50 273 32 120 92661 1590 61 508 133 121 133328 1590 55 506 79 122 61361 1210 77 451 51 123 125930 2072 75 699 207 124 100750 1281 72 407 67 125 224549 1401 50 465 47 126 82316 834 32 245 34 127 102010 1105 53 370 66 128 101523 1272 42 316 76 129 243511 1944 71 603 65 130 22938 391 10 154 9 131 41566 761 35 229 42 132 152474 1605 65 577 45 133 61857 530 25 192 25 134 99923 1988 66 617 115 135 132487 1386 41 411 97 136 317394 2395 86 975 53 137 21054 387 16 146 2 138 209641 1742 42 705 52 139 22648 620 19 184 44 140 31414 449 19 200 22 141 46698 800 45 274 35 142 131698 1684 65 502 74 143 91735 1050 35 382 103 144 244749 2699 95 964 144 145 184510 1606 49 537 60 146 79863 1502 37 438 134 147 128423 1204 64 369 89 148 97839 1138 38 417 42 149 38214 568 34 276 52 150 151101 1459 32 514 98 151 272458 2158 65 822 99 152 172494 1111 52 389 52 153 108043 1421 62 466 29 154 328107 2833 65 1255 125 155 250579 1955 83 694 106 156 351067 2922 95 1024 95 157 158015 1002 29 400 40 158 98866 1060 18 397 140 159 85439 956 33 350 43 160 229242 2186 247 719 128 161 351619 3604 139 1277 142 162 84207 1035 29 356 73 163 120445 1417 118 457 72 164 324598 3261 110 1402 128 165 131069 1587 67 600 61 166 204271 1424 42 480 73 167 165543 1701 65 595 148 168 141722 1249 94 436 64 169 116048 946 64 230 45 170 250047 1926 81 651 58 171 299775 3352 95 1367 97 172 195838 1641 67 564 50 173 173260 2035 63 716 37 174 254488 2312 83 747 50 175 104389 1369 45 467 105 176 136084 1577 30 671 69 177 199476 2201 70 861 46 178 92499 961 32 319 57 179 224330 1900 83 612 52 180 135781 1254 31 433 98 181 74408 1335 67 434 61 182 81240 1597 66 503 89 183 14688 207 10 85 0 184 181633 1645 70 564 48 185 271856 2429 103 824 91 186 7199 151 5 74 0 187 46660 474 20 259 7 188 17547 141 5 69 3 189 133368 1639 36 535 54 190 95227 872 34 239 70 191 152601 1318 48 438 36 192 98146 1018 40 459 37 193 79619 1383 43 426 123 194 59194 1314 31 288 247 195 139942 1335 42 498 46 196 118612 1403 46 454 72 197 72880 910 33 376 41 198 65475 616 18 225 24 199 99643 1407 55 555 45 200 71965 771 35 252 33 201 77272 766 59 208 27 202 49289 473 19 130 36 203 135131 1376 66 481 87 204 108446 1232 60 389 90 205 89746 1521 36 565 114 206 44296 572 25 173 31 207 77648 1059 47 278 45 208 181528 1544 54 609 69 209 134019 1230 53 422 51 210 124064 1206 40 445 34 211 92630 1205 40 387 60 212 121848 1255 39 339 45 213 52915 613 14 181 54 214 81872 721 45 245 25 215 58981 1109 36 384 38 216 53515 740 28 212 52 217 60812 1126 44 399 67 218 56375 728 30 229 74 219 65490 689 22 224 38 220 80949 592 17 203 30 221 76302 995 31 333 26 222 104011 1613 55 384 67 223 98104 2048 54 636 132 224 67989 705 21 185 42 225 30989 301 14 93 35 226 135458 1803 81 581 118 227 73504 799 35 248 68 228 63123 861 43 304 43 229 61254 1186 46 344 76 230 74914 1451 30 407 64 231 31774 628 23 170 48 232 81437 1161 38 312 64 233 87186 1463 54 507 56 234 50090 742 20 224 71 235 65745 979 53 340 75 236 56653 675 45 168 39 237 158399 1241 39 443 42 238 46455 676 20 204 39 239 73624 1049 24 367 93 240 38395 620 31 210 38 241 91899 1081 35 335 60 242 139526 1688 151 364 71 243 52164 736 52 178 52 244 51567 617 30 206 27 245 70551 812 31 279 59 246 84856 1051 29 387 40 247 102538 1656 57 490 79 248 86678 705 40 238 44 249 85709 945 44 343 65 250 34662 554 25 232 10 251 150580 1597 77 530 124 252 99611 982 35 291 81 253 19349 222 11 67 15 254 99373 1212 63 397 92 255 86230 1143 44 467 42 256 30837 435 19 178 10 257 31706 532 13 175 24 258 89806 882 42 299 64 259 62088 608 38 154 45 260 40151 459 29 106 22 261 27634 578 20 189 56 262 76990 826 27 194 94 263 37460 509 20 135 19 264 54157 717 19 201 35 265 49862 637 37 207 32 266 84337 857 26 280 35 267 64175 830 42 260 48 268 59382 652 49 227 49 269 119308 707 30 239 48 270 76702 954 49 333 62 271 103425 1461 67 428 96 272 70344 672 28 230 45 273 43410 778 19 292 63 274 104838 1141 49 350 71 275 62215 680 27 186 26 276 69304 1090 30 326 48 277 53117 616 22 155 29 278 19764 285 12 75 19 279 86680 1145 31 361 45 280 84105 733 20 261 45 281 77945 888 20 299 67 282 89113 849 39 300 30 283 91005 1182 29 450 36 284 40248 528 16 183 34 285 64187 642 27 238 36 286 50857 947 21 165 34 287 56613 819 19 234 37 288 62792 757 35 176 46 289 72535 894 14 329 44 shared_compendiums blogged_computations compendiums_reviewed\r 1 3 79 30 2 4 58 28 3 12 60 38 4 2 108 30 5 1 49 22 6 3 0 26 7 0 121 25 8 0 1 18 9 0 20 11 10 5 43 26 11 0 69 25 12 0 78 38 13 7 86 44 14 7 44 30 15 3 104 40 16 9 63 34 17 0 158 47 18 4 102 30 19 3 77 31 20 0 82 23 21 7 115 36 22 0 101 36 23 1 80 30 24 5 50 25 25 7 83 39 26 0 123 34 27 0 73 31 28 5 81 31 29 0 105 33 30 0 47 25 31 0 105 33 32 3 94 35 33 4 44 42 34 1 114 43 35 4 38 30 36 2 107 33 37 0 30 13 38 0 71 32 39 0 84 36 40 0 0 0 41 2 59 28 42 1 33 14 43 0 42 17 44 2 96 32 45 10 106 30 46 6 56 35 47 0 57 20 48 5 59 28 49 4 39 28 50 1 34 39 51 2 76 34 52 2 20 26 53 0 91 39 54 8 115 39 55 3 85 33 56 0 76 28 57 0 8 4 58 8 79 39 59 5 21 18 60 3 30 14 61 1 76 29 62 5 101 44 63 1 94 21 64 1 27 16 65 5 92 28 66 0 123 35 67 12 75 28 68 8 128 38 69 8 105 23 70 8 55 36 71 8 56 32 72 2 41 29 73 0 72 25 74 5 67 27 75 8 75 36 76 2 114 28 77 5 118 23 78 12 77 40 79 6 22 23 80 7 66 40 81 2 69 28 82 0 105 34 83 4 116 33 84 3 88 28 85 6 73 34 86 2 99 30 87 0 62 33 88 1 53 22 89 0 118 38 90 5 30 26 91 2 100 35 92 0 49 8 93 0 24 24 94 5 67 29 95 0 46 20 96 1 57 29 97 0 75 45 98 1 135 37 99 1 68 33 100 2 124 33 101 6 33 25 102 1 98 32 103 4 58 29 104 2 68 28 105 3 81 28 106 0 131 31 107 10 110 52 108 0 37 21 109 9 130 24 110 7 93 41 111 0 118 33 112 0 39 32 113 4 13 19 114 4 74 20 115 0 81 31 116 0 109 31 117 0 151 32 118 1 51 18 119 0 28 23 120 1 40 17 121 0 56 20 122 0 27 12 123 4 37 17 124 0 83 30 125 4 54 31 126 4 27 10 127 3 28 13 128 0 59 22 129 0 133 42 130 0 12 1 131 5 0 9 132 0 106 32 133 4 23 11 134 0 44 25 135 0 71 36 136 1 116 31 137 0 4 0 138 5 62 24 139 0 12 13 140 0 18 8 141 0 14 13 142 0 60 19 143 0 7 18 144 2 98 33 145 7 64 40 146 1 29 22 147 8 32 38 148 2 25 24 149 0 16 8 150 2 48 35 151 0 100 43 152 0 46 43 153 1 45 14 154 3 129 41 155 0 130 38 156 3 136 45 157 0 59 31 158 0 25 13 159 0 32 28 160 4 63 31 161 4 95 40 162 11 14 30 163 0 36 16 164 0 113 37 165 4 47 30 166 0 92 35 167 1 70 32 168 0 19 27 169 0 50 20 170 0 41 18 171 9 91 31 172 1 111 31 173 3 41 21 174 10 120 39 175 5 135 41 176 0 27 13 177 2 87 32 178 0 25 18 179 1 131 39 180 2 45 14 181 4 29 7 182 0 58 17 183 0 4 0 184 2 47 30 185 1 109 37 186 0 7 0 187 0 12 5 188 0 0 1 189 1 37 16 190 0 37 32 191 2 46 24 192 0 15 17 193 3 42 11 194 6 7 24 195 0 54 22 196 2 54 12 197 0 14 19 198 2 16 13 199 1 33 17 200 1 32 15 201 2 21 16 202 1 15 24 203 0 38 15 204 1 22 17 205 3 28 18 206 0 10 20 207 0 31 16 208 0 32 16 209 0 32 18 210 1 43 22 211 4 27 8 212 0 37 17 213 0 20 18 214 0 32 16 215 7 0 23 216 2 5 22 217 0 26 13 218 7 10 13 219 3 27 16 220 0 11 16 221 0 29 20 222 6 25 22 223 2 55 17 224 0 23 18 225 0 5 17 226 3 43 12 227 0 23 7 228 1 34 17 229 1 36 14 230 0 35 23 231 1 0 17 232 0 37 14 233 0 28 15 234 0 16 17 235 0 26 21 236 0 38 18 237 0 23 18 238 0 22 17 239 0 30 17 240 0 16 16 241 0 18 15 242 0 28 21 243 0 32 16 244 2 21 14 245 0 23 15 246 1 29 17 247 1 50 15 248 0 12 15 249 0 21 10 250 0 18 6 251 0 27 22 252 0 41 21 253 0 13 1 254 1 12 18 255 0 21 17 256 0 8 4 257 0 26 10 258 0 27 16 259 1 13 16 260 0 16 9 261 0 2 16 262 0 42 17 263 0 5 7 264 0 37 15 265 0 17 14 266 0 38 14 267 0 37 18 268 0 29 12 269 0 32 16 270 0 35 21 271 1 17 19 272 0 20 16 273 0 7 1 274 1 46 16 275 0 24 10 276 6 40 19 277 3 3 12 278 1 10 2 279 2 37 14 280 0 17 17 281 0 28 19 282 0 19 14 283 3 29 11 284 1 8 4 285 0 10 16 286 0 15 20 287 1 15 12 288 0 28 15 289 0 17 16 > k <- length(x[1,]) > df <- as.data.frame(x) > (mylm <- lm(df)) Call: lm(formula = df) Coefficients: (Intercept) pageviews logins -12696.81 14.23 275.80 compendium_views_info compendium_views_pr shared_compendiums 129.56 -85.77 -547.18 blogged_computations `compendiums_reviewed\r` 457.53 1464.45 > (mysum <- summary(mylm)) Call: lm(formula = df) Residuals: Min 1Q Median 3Q Max -127441 -14832 1425 13485 107036 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -12696.81 4476.17 -2.837 0.004892 ** pageviews 14.23 10.50 1.355 0.176567 logins 275.80 78.59 3.509 0.000523 *** compendium_views_info 129.56 22.23 5.829 1.53e-08 *** compendium_views_pr -85.77 42.25 -2.030 0.043323 * shared_compendiums -547.18 680.54 -0.804 0.422048 blogged_computations 457.53 89.53 5.110 5.95e-07 *** `compendiums_reviewed\r` 1464.45 264.20 5.543 6.85e-08 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 28370 on 281 degrees of freedom Multiple R-squared: 0.8842, Adjusted R-squared: 0.8813 F-statistic: 306.4 on 7 and 281 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,] 0.3529043 7.058086e-01 6.470957e-01 [2,] 0.3297122 6.594244e-01 6.702878e-01 [3,] 0.6539800 6.920401e-01 3.460200e-01 [4,] 0.5581548 8.836904e-01 4.418452e-01 [5,] 0.4429573 8.859145e-01 5.570427e-01 [6,] 0.3440376 6.880752e-01 6.559624e-01 [7,] 0.8868398 2.263204e-01 1.131602e-01 [8,] 0.8489733 3.020534e-01 1.510267e-01 [9,] 0.8402955 3.194091e-01 1.597045e-01 [10,] 0.8867789 2.264422e-01 1.132211e-01 [11,] 0.8637593 2.724814e-01 1.362407e-01 [12,] 0.8235102 3.529796e-01 1.764898e-01 [13,] 0.9958025 8.395032e-03 4.197516e-03 [14,] 0.9942087 1.158269e-02 5.791347e-03 [15,] 0.9942056 1.158884e-02 5.794421e-03 [16,] 0.9987587 2.482650e-03 1.241325e-03 [17,] 0.9993325 1.335056e-03 6.675280e-04 [18,] 0.9989288 2.142395e-03 1.071198e-03 [19,] 0.9988859 2.228211e-03 1.114105e-03 [20,] 0.9988625 2.275037e-03 1.137518e-03 [21,] 0.9987059 2.588129e-03 1.294064e-03 [22,] 0.9980385 3.922904e-03 1.961452e-03 [23,] 0.9971311 5.737858e-03 2.868929e-03 [24,] 0.9970887 5.822641e-03 2.911320e-03 [25,] 0.9972922 5.415529e-03 2.707764e-03 [26,] 0.9965522 6.895546e-03 3.447773e-03 [27,] 0.9953656 9.268820e-03 4.634410e-03 [28,] 0.9936015 1.279696e-02 6.398480e-03 [29,] 0.9977401 4.519754e-03 2.259877e-03 [30,] 0.9980522 3.895683e-03 1.947842e-03 [31,] 0.9972404 5.519215e-03 2.759607e-03 [32,] 0.9963968 7.206301e-03 3.603151e-03 [33,] 0.9954759 9.048138e-03 4.524069e-03 [34,] 0.9936442 1.271169e-02 6.355844e-03 [35,] 0.9949761 1.004771e-02 5.023853e-03 [36,] 0.9931005 1.379901e-02 6.899504e-03 [37,] 0.9931741 1.365174e-02 6.825872e-03 [38,] 0.9909291 1.814175e-02 9.070877e-03 [39,] 0.9881958 2.360830e-02 1.180415e-02 [40,] 0.9995454 9.092608e-04 4.546304e-04 [41,] 0.9999717 5.650530e-05 2.825265e-05 [42,] 0.9999613 7.730209e-05 3.865104e-05 [43,] 0.9999463 1.073128e-04 5.365639e-05 [44,] 0.9999389 1.221822e-04 6.109108e-05 [45,] 0.9999775 4.499156e-05 2.249578e-05 [46,] 0.9999657 6.858160e-05 3.429080e-05 [47,] 0.9999607 7.865519e-05 3.932760e-05 [48,] 0.9999870 2.601655e-05 1.300827e-05 [49,] 0.9999798 4.030015e-05 2.015007e-05 [50,] 0.9999717 5.666051e-05 2.833026e-05 [51,] 0.9999618 7.646753e-05 3.823377e-05 [52,] 0.9999633 7.331945e-05 3.665973e-05 [53,] 0.9999542 9.159419e-05 4.579710e-05 [54,] 0.9999326 1.348078e-04 6.740391e-05 [55,] 0.9999123 1.753120e-04 8.765602e-05 [56,] 0.9998723 2.554363e-04 1.277181e-04 [57,] 0.9998447 3.106188e-04 1.553094e-04 [58,] 0.9997753 4.494233e-04 2.247117e-04 [59,] 0.9997031 5.938205e-04 2.969103e-04 [60,] 0.9997430 5.140553e-04 2.570277e-04 [61,] 0.9996881 6.237196e-04 3.118598e-04 [62,] 0.9998742 2.516126e-04 1.258063e-04 [63,] 0.9998803 2.393246e-04 1.196623e-04 [64,] 0.9998688 2.623408e-04 1.311704e-04 [65,] 0.9998861 2.278720e-04 1.139360e-04 [66,] 0.9998768 2.463476e-04 1.231738e-04 [67,] 0.9999384 1.231966e-04 6.159830e-05 [68,] 0.9999174 1.652438e-04 8.262191e-05 [69,] 0.9999052 1.895570e-04 9.477852e-05 [70,] 0.9998695 2.609869e-04 1.304935e-04 [71,] 0.9998135 3.729128e-04 1.864564e-04 [72,] 0.9998384 3.232179e-04 1.616089e-04 [73,] 0.9999018 1.964897e-04 9.824484e-05 [74,] 0.9999118 1.764414e-04 8.822070e-05 [75,] 0.9998853 2.294909e-04 1.147455e-04 [76,] 0.9998891 2.218559e-04 1.109280e-04 [77,] 0.9998504 2.992433e-04 1.496216e-04 [78,] 0.9998183 3.634870e-04 1.817435e-04 [79,] 0.9999472 1.055131e-04 5.275654e-05 [80,] 0.9999263 1.473598e-04 7.367991e-05 [81,] 0.9998983 2.034790e-04 1.017395e-04 [82,] 0.9998706 2.587401e-04 1.293701e-04 [83,] 0.9998555 2.890645e-04 1.445322e-04 [84,] 0.9998071 3.858250e-04 1.929125e-04 [85,] 0.9997675 4.650342e-04 2.325171e-04 [86,] 0.9997423 5.154768e-04 2.577384e-04 [87,] 0.9996749 6.502451e-04 3.251225e-04 [88,] 0.9999998 4.016822e-07 2.008411e-07 [89,] 0.9999997 5.971055e-07 2.985527e-07 [90,] 0.9999996 8.707968e-07 4.353984e-07 [91,] 0.9999994 1.232796e-06 6.163980e-07 [92,] 0.9999993 1.463697e-06 7.318483e-07 [93,] 0.9999997 5.155152e-07 2.577576e-07 [94,] 0.9999996 7.031141e-07 3.515571e-07 [95,] 0.9999997 6.508560e-07 3.254280e-07 [96,] 0.9999996 7.748212e-07 3.874106e-07 [97,] 0.9999996 8.451386e-07 4.225693e-07 [98,] 0.9999995 1.062672e-06 5.313362e-07 [99,] 0.9999994 1.163897e-06 5.819485e-07 [100,] 0.9999991 1.791345e-06 8.956723e-07 [101,] 0.9999988 2.392765e-06 1.196382e-06 [102,] 0.9999986 2.791464e-06 1.395732e-06 [103,] 0.9999981 3.825311e-06 1.912656e-06 [104,] 0.9999972 5.607152e-06 2.803576e-06 [105,] 0.9999971 5.709197e-06 2.854599e-06 [106,] 0.9999971 5.791380e-06 2.895690e-06 [107,] 0.9999966 6.747926e-06 3.373963e-06 [108,] 0.9999985 3.020981e-06 1.510490e-06 [109,] 0.9999977 4.551839e-06 2.275919e-06 [110,] 0.9999979 4.186174e-06 2.093087e-06 [111,] 0.9999969 6.148094e-06 3.074047e-06 [112,] 0.9999988 2.390705e-06 1.195352e-06 [113,] 0.9999986 2.849957e-06 1.424978e-06 [114,] 0.9999996 8.800253e-07 4.400127e-07 [115,] 1.0000000 3.391259e-08 1.695630e-08 [116,] 1.0000000 4.133989e-08 2.066995e-08 [117,] 1.0000000 5.978068e-08 2.989034e-08 [118,] 1.0000000 9.112469e-08 4.556235e-08 [119,] 0.9999999 1.305170e-07 6.525852e-08 [120,] 0.9999999 2.079726e-07 1.039863e-07 [121,] 0.9999998 3.233039e-07 1.616520e-07 [122,] 0.9999999 1.472827e-07 7.364134e-08 [123,] 0.9999999 2.077565e-07 1.038782e-07 [124,] 1.0000000 2.964831e-08 1.482415e-08 [125,] 1.0000000 4.072312e-08 2.036156e-08 [126,] 1.0000000 1.333413e-08 6.667066e-09 [127,] 1.0000000 2.198602e-08 1.099301e-08 [128,] 1.0000000 1.223049e-08 6.115246e-09 [129,] 1.0000000 1.350871e-08 6.754353e-09 [130,] 1.0000000 2.037042e-08 1.018521e-08 [131,] 1.0000000 2.260627e-08 1.130313e-08 [132,] 1.0000000 3.306215e-08 1.653107e-08 [133,] 1.0000000 5.007817e-08 2.503909e-08 [134,] 1.0000000 7.518038e-08 3.759019e-08 [135,] 0.9999999 1.015965e-07 5.079824e-08 [136,] 1.0000000 9.659615e-08 4.829807e-08 [137,] 0.9999999 1.403684e-07 7.018420e-08 [138,] 0.9999999 2.032426e-07 1.016213e-07 [139,] 0.9999999 2.777295e-07 1.388647e-07 [140,] 0.9999998 4.343027e-07 2.171513e-07 [141,] 0.9999998 4.174134e-07 2.087067e-07 [142,] 0.9999998 4.440199e-07 2.220100e-07 [143,] 0.9999997 5.641933e-07 2.820967e-07 [144,] 0.9999996 7.332270e-07 3.666135e-07 [145,] 0.9999996 8.753154e-07 4.376577e-07 [146,] 0.9999999 2.812750e-07 1.406375e-07 [147,] 0.9999999 2.204164e-07 1.102082e-07 [148,] 0.9999999 2.045361e-07 1.022680e-07 [149,] 0.9999999 2.473051e-07 1.236525e-07 [150,] 0.9999998 3.796517e-07 1.898258e-07 [151,] 0.9999998 3.933036e-07 1.966518e-07 [152,] 0.9999997 5.574310e-07 2.787155e-07 [153,] 0.9999996 7.224131e-07 3.612065e-07 [154,] 0.9999995 1.054174e-06 5.270870e-07 [155,] 0.9999995 9.635869e-07 4.817934e-07 [156,] 0.9999998 3.533584e-07 1.766792e-07 [157,] 0.9999997 5.229396e-07 2.614698e-07 [158,] 0.9999996 7.928653e-07 3.964326e-07 [159,] 0.9999995 9.585522e-07 4.792761e-07 [160,] 1.0000000 5.929870e-09 2.964935e-09 [161,] 1.0000000 1.001447e-08 5.007236e-09 [162,] 1.0000000 1.412784e-08 7.063922e-09 [163,] 1.0000000 2.407936e-08 1.203968e-08 [164,] 1.0000000 1.094602e-08 5.473009e-09 [165,] 1.0000000 4.740848e-10 2.370424e-10 [166,] 1.0000000 7.966551e-10 3.983276e-10 [167,] 1.0000000 7.506425e-10 3.753212e-10 [168,] 1.0000000 1.244920e-09 6.224601e-10 [169,] 1.0000000 2.233409e-09 1.116705e-09 [170,] 1.0000000 8.347289e-10 4.173644e-10 [171,] 1.0000000 9.612681e-10 4.806340e-10 [172,] 1.0000000 7.702529e-11 3.851264e-11 [173,] 1.0000000 1.430218e-10 7.151090e-11 [174,] 1.0000000 1.559446e-10 7.797228e-11 [175,] 1.0000000 1.016374e-10 5.081870e-11 [176,] 1.0000000 1.843953e-10 9.219764e-11 [177,] 1.0000000 3.325986e-10 1.662993e-10 [178,] 1.0000000 5.803386e-10 2.901693e-10 [179,] 1.0000000 8.301516e-10 4.150758e-10 [180,] 1.0000000 1.464288e-09 7.321438e-10 [181,] 1.0000000 6.970613e-10 3.485307e-10 [182,] 1.0000000 1.292642e-09 6.463212e-10 [183,] 1.0000000 1.992574e-09 9.962870e-10 [184,] 1.0000000 3.229530e-09 1.614765e-09 [185,] 1.0000000 4.752539e-09 2.376269e-09 [186,] 1.0000000 7.370386e-09 3.685193e-09 [187,] 1.0000000 1.036940e-08 5.184698e-09 [188,] 1.0000000 1.592557e-08 7.962786e-09 [189,] 1.0000000 1.201124e-08 6.005621e-09 [190,] 1.0000000 2.186052e-08 1.093026e-08 [191,] 1.0000000 3.848108e-08 1.924054e-08 [192,] 1.0000000 6.846912e-08 3.423456e-08 [193,] 1.0000000 9.142418e-08 4.571209e-08 [194,] 0.9999999 1.381586e-07 6.907929e-08 [195,] 0.9999999 1.536821e-07 7.684103e-08 [196,] 0.9999999 2.350169e-07 1.175085e-07 [197,] 0.9999998 4.016206e-07 2.008103e-07 [198,] 1.0000000 5.089476e-08 2.544738e-08 [199,] 1.0000000 3.530550e-08 1.765275e-08 [200,] 1.0000000 4.629674e-08 2.314837e-08 [201,] 1.0000000 6.419112e-08 3.209556e-08 [202,] 1.0000000 3.107340e-08 1.553670e-08 [203,] 1.0000000 5.813497e-08 2.906749e-08 [204,] 0.9999999 1.012378e-07 5.061892e-08 [205,] 1.0000000 9.743306e-08 4.871653e-08 [206,] 0.9999999 1.572001e-07 7.860007e-08 [207,] 0.9999999 1.096908e-07 5.484540e-08 [208,] 0.9999999 2.016664e-07 1.008332e-07 [209,] 0.9999998 3.505663e-07 1.752831e-07 [210,] 0.9999999 2.724053e-07 1.362027e-07 [211,] 0.9999998 4.599203e-07 2.299602e-07 [212,] 0.9999996 7.092063e-07 3.546032e-07 [213,] 0.9999999 2.333580e-07 1.166790e-07 [214,] 0.9999998 3.651412e-07 1.825706e-07 [215,] 0.9999997 6.768328e-07 3.384164e-07 [216,] 0.9999994 1.234604e-06 6.173019e-07 [217,] 0.9999991 1.856347e-06 9.281734e-07 [218,] 0.9999989 2.277101e-06 1.138551e-06 [219,] 0.9999991 1.834573e-06 9.172866e-07 [220,] 0.9999994 1.177032e-06 5.885161e-07 [221,] 0.9999992 1.556078e-06 7.780388e-07 [222,] 0.9999986 2.879317e-06 1.439659e-06 [223,] 0.9999993 1.460509e-06 7.302546e-07 [224,] 0.9999988 2.385494e-06 1.192747e-06 [225,] 0.9999993 1.399987e-06 6.999933e-07 [226,] 0.9999988 2.374925e-06 1.187463e-06 [227,] 1.0000000 2.444055e-08 1.222028e-08 [228,] 1.0000000 3.887602e-08 1.943801e-08 [229,] 1.0000000 4.784536e-08 2.392268e-08 [230,] 1.0000000 3.430679e-08 1.715340e-08 [231,] 1.0000000 6.185402e-08 3.092701e-08 [232,] 0.9999999 1.093573e-07 5.467866e-08 [233,] 0.9999999 1.182164e-07 5.910818e-08 [234,] 0.9999999 2.486490e-07 1.243245e-07 [235,] 0.9999997 5.301923e-07 2.650962e-07 [236,] 0.9999994 1.160426e-06 5.802130e-07 [237,] 0.9999992 1.606726e-06 8.033630e-07 [238,] 0.9999993 1.439616e-06 7.198078e-07 [239,] 0.9999985 3.052142e-06 1.526071e-06 [240,] 0.9999977 4.598774e-06 2.299387e-06 [241,] 0.9999971 5.835445e-06 2.917723e-06 [242,] 0.9999943 1.133587e-05 5.667933e-06 [243,] 0.9999879 2.412167e-05 1.206084e-05 [244,] 0.9999756 4.884990e-05 2.442495e-05 [245,] 0.9999646 7.080834e-05 3.540417e-05 [246,] 0.9999346 1.308338e-04 6.541689e-05 [247,] 0.9999373 1.253276e-04 6.266380e-05 [248,] 0.9998847 2.306313e-04 1.153156e-04 [249,] 0.9998077 3.845175e-04 1.922588e-04 [250,] 0.9996087 7.825663e-04 3.912831e-04 [251,] 0.9997061 5.877973e-04 2.938987e-04 [252,] 0.9994331 1.133862e-03 5.669309e-04 [253,] 0.9988544 2.291270e-03 1.145635e-03 [254,] 0.9983133 3.373342e-03 1.686671e-03 [255,] 0.9975983 4.803411e-03 2.401706e-03 [256,] 0.9953958 9.208360e-03 4.604180e-03 [257,] 0.9955080 8.984047e-03 4.492023e-03 [258,] 0.9950637 9.872502e-03 4.936251e-03 [259,] 0.9999086 1.828493e-04 9.142464e-05 [260,] 0.9999945 1.109612e-05 5.548058e-06 [261,] 0.9999803 3.945391e-05 1.972696e-05 [262,] 0.9999265 1.469247e-04 7.346236e-05 [263,] 0.9998672 2.655913e-04 1.327957e-04 [264,] 0.9994808 1.038425e-03 5.192127e-04 [265,] 0.9985464 2.907104e-03 1.453552e-03 [266,] 0.9971385 5.723048e-03 2.861524e-03 [267,] 0.9909826 1.803485e-02 9.017424e-03 [268,] 0.9711324 5.773519e-02 2.886760e-02 > postscript(file="/var/www/rcomp/tmp/14tyv1323879543.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index') > points(x[,1]-mysum$resid) > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/239wd1323879543.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index') > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/33pdu1323879543.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals') > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/42l0v1323879543.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals') > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/5hx9t1323879543.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 65190.3605 6756.6315 7875.4428 -70242.6898 26391.6265 173.2536 7 8 9 10 11 12 38379.8820 -1541.4701 14229.9802 -7241.0431 19072.7726 31796.4527 13 14 15 16 17 18 -15511.8532 -12666.9907 12277.1291 18371.0941 -80368.9842 40758.0820 19 20 21 22 23 24 1424.6015 3787.8357 831.3178 9975.6066 107035.7545 36660.6657 25 26 27 28 29 30 -23819.4718 -93375.0807 -48183.1221 -14446.4671 34520.7487 -6007.3188 31 32 33 34 35 36 21040.7999 10474.6461 897.1216 36506.5905 -12984.9945 31351.0168 37 38 39 40 41 42 32454.3719 8643.8754 65568.6390 3554.8078 13179.8742 32530.4029 43 44 45 46 47 48 -35428.5115 -4369.5737 -23921.0112 -10064.2214 -43519.2966 2054.7914 49 50 51 52 53 54 1485.4495 -102118.6373 46915.2856 -17144.2613 -13640.4911 -30751.2603 55 56 57 58 59 60 -49996.4413 11252.1747 -12837.0398 56705.0390 -2015.9760 -5776.7954 61 62 63 64 65 66 7588.2747 30875.6024 18959.7624 9935.0653 -1803.2699 6014.2114 67 68 69 70 71 72 24690.6329 4707.0162 1598.5786 -40892.2220 15804.7240 55074.6671 73 74 75 76 77 78 37917.3852 -17719.4120 -34428.8933 -18516.8419 -41171.0539 -14911.0202 79 80 81 82 83 84 -22266.8903 10097.2581 2741.6995 -31508.9725 45643.9929 34896.5814 85 86 87 88 89 90 17783.6210 -27462.0947 -10686.6000 -17590.3752 62001.8376 -5530.8231 91 92 93 94 95 96 9006.3670 -13714.8620 -24819.9369 11362.8880 21291.1218 20721.9730 97 98 99 100 101 102 16550.2994 -127441.3561 12667.1398 -10629.3552 14564.5256 -20298.6933 103 104 105 106 107 108 51225.0221 17415.7687 31398.6875 22549.0994 -26669.7923 -16526.6313 109 110 111 112 113 114 25089.5563 3276.0446 15466.5567 -20739.3849 -12063.0313 -5900.8895 115 116 117 118 119 120 -26855.3205 -28516.5487 -20582.8224 48859.0258 6820.5879 -31144.8204 121 122 123 124 125 126 -5456.3300 -48376.2460 -23978.9392 -53527.7839 79394.7866 20687.2815 127 128 129 130 131 132 11885.8499 -9094.8841 14061.6763 1179.3721 -2727.4257 -41846.3438 133 134 135 136 137 138 12944.2541 -60682.5775 -15976.4396 52601.5415 3258.3050 38315.2010 139 140 141 142 143 144 -23309.1892 -11492.9788 -22337.8514 -11457.9925 9620.8185 -11767.1325 145 146 147 148 149 150 12388.0652 -29206.3479 253.2152 -12048.6745 -16881.2192 3904.8266 151 152 153 154 155 156 29796.3761 25087.3187 -15006.7577 13276.1825 16620.8170 44989.7781 157 158 159 160 161 162 27673.6476 21614.7323 -21869.2221 -11491.0945 21585.3165 -10000.6157 163 164 165 166 167 168 -12496.9684 -15983.6633 -33042.1792 35849.6433 -6622.9172 11493.0999 169 170 171 172 173 174 19530.4398 88516.7933 -12311.5207 2290.8773 2169.4153 12364.0779 175 176 177 178 179 180 -85373.3272 5664.9701 -31623.3370 8459.6227 -4228.2476 34397.3070 181 182 183 184 185 186 -22693.6683 -55953.1126 8839.3888 18323.9143 19129.2177 3578.6253 187 188 189 190 191 192 1329.8480 16712.2667 8323.6233 -2611.0784 24550.9074 -2724.0019 193 194 195 196 197 198 -17545.4615 -6548.2234 4563.4129 4831.9608 -15898.0481 12087.6700 199 200 201 202 203 204 -30338.1052 -1838.9219 6221.5037 -5201.2618 15840.4384 9974.2234 205 206 207 208 209 210 -30077.0123 -11658.9891 -7456.3686 46310.7078 23299.1152 2489.6752 211 212 213 214 215 216 10278.4345 24048.9060 -1299.8162 4230.5899 -30371.4655 -8456.0458 217 218 219 220 221 222 -31526.5593 7335.7765 2412.0870 28343.6937 -17176.8487 -5786.1877 223 224 225 226 227 228 -53272.0912 7614.6580 -688.0426 -594.2548 18107.9489 -23890.9866 229 230 231 232 233 234 -30084.9820 -38243.3431 -13063.5662 -5228.0295 -31484.5702 -8433.2349 235 236 237 238 239 240 -30370.0312 -14831.5764 52009.0651 -14027.8115 -13415.3376 -20978.3039 241 242 243 244 245 246 11105.4395 1927.9492 -16625.5393 -6177.4233 -430.5216 -9722.7330 247 248 249 250 251 252 -25049.4037 23794.8016 9710.2065 -13639.7088 16718.2125 8417.4551 253 254 255 256 257 258 11047.3889 2604.3604 -20874.4540 383.3955 -13905.8239 9337.8943 259 260 261 262 263 264 10730.0826 5972.5889 -17438.0336 9304.4209 8999.7922 -10521.8547 265 266 267 268 269 270 -9062.5234 6507.7460 -19377.1106 -6760.1446 48752.6929 -22280.0232 271 272 273 274 275 276 -5414.7484 7237.3746 2703.5080 4601.4447 10297.8199 -22742.2624 277 278 279 280 281 282 16083.7716 10052.2177 -4710.1850 18228.8299 -1134.4803 13485.4062 283 284 285 286 287 288 -4061.5087 11256.4138 4550.0160 -10324.0111 1385.4540 1431.3808 289 -1408.0764 > postscript(file="/var/www/rcomp/tmp/6trl81323879543.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 65190.3605 NA 1 6756.6315 65190.3605 2 7875.4428 6756.6315 3 -70242.6898 7875.4428 4 26391.6265 -70242.6898 5 173.2536 26391.6265 6 38379.8820 173.2536 7 -1541.4701 38379.8820 8 14229.9802 -1541.4701 9 -7241.0431 14229.9802 10 19072.7726 -7241.0431 11 31796.4527 19072.7726 12 -15511.8532 31796.4527 13 -12666.9907 -15511.8532 14 12277.1291 -12666.9907 15 18371.0941 12277.1291 16 -80368.9842 18371.0941 17 40758.0820 -80368.9842 18 1424.6015 40758.0820 19 3787.8357 1424.6015 20 831.3178 3787.8357 21 9975.6066 831.3178 22 107035.7545 9975.6066 23 36660.6657 107035.7545 24 -23819.4718 36660.6657 25 -93375.0807 -23819.4718 26 -48183.1221 -93375.0807 27 -14446.4671 -48183.1221 28 34520.7487 -14446.4671 29 -6007.3188 34520.7487 30 21040.7999 -6007.3188 31 10474.6461 21040.7999 32 897.1216 10474.6461 33 36506.5905 897.1216 34 -12984.9945 36506.5905 35 31351.0168 -12984.9945 36 32454.3719 31351.0168 37 8643.8754 32454.3719 38 65568.6390 8643.8754 39 3554.8078 65568.6390 40 13179.8742 3554.8078 41 32530.4029 13179.8742 42 -35428.5115 32530.4029 43 -4369.5737 -35428.5115 44 -23921.0112 -4369.5737 45 -10064.2214 -23921.0112 46 -43519.2966 -10064.2214 47 2054.7914 -43519.2966 48 1485.4495 2054.7914 49 -102118.6373 1485.4495 50 46915.2856 -102118.6373 51 -17144.2613 46915.2856 52 -13640.4911 -17144.2613 53 -30751.2603 -13640.4911 54 -49996.4413 -30751.2603 55 11252.1747 -49996.4413 56 -12837.0398 11252.1747 57 56705.0390 -12837.0398 58 -2015.9760 56705.0390 59 -5776.7954 -2015.9760 60 7588.2747 -5776.7954 61 30875.6024 7588.2747 62 18959.7624 30875.6024 63 9935.0653 18959.7624 64 -1803.2699 9935.0653 65 6014.2114 -1803.2699 66 24690.6329 6014.2114 67 4707.0162 24690.6329 68 1598.5786 4707.0162 69 -40892.2220 1598.5786 70 15804.7240 -40892.2220 71 55074.6671 15804.7240 72 37917.3852 55074.6671 73 -17719.4120 37917.3852 74 -34428.8933 -17719.4120 75 -18516.8419 -34428.8933 76 -41171.0539 -18516.8419 77 -14911.0202 -41171.0539 78 -22266.8903 -14911.0202 79 10097.2581 -22266.8903 80 2741.6995 10097.2581 81 -31508.9725 2741.6995 82 45643.9929 -31508.9725 83 34896.5814 45643.9929 84 17783.6210 34896.5814 85 -27462.0947 17783.6210 86 -10686.6000 -27462.0947 87 -17590.3752 -10686.6000 88 62001.8376 -17590.3752 89 -5530.8231 62001.8376 90 9006.3670 -5530.8231 91 -13714.8620 9006.3670 92 -24819.9369 -13714.8620 93 11362.8880 -24819.9369 94 21291.1218 11362.8880 95 20721.9730 21291.1218 96 16550.2994 20721.9730 97 -127441.3561 16550.2994 98 12667.1398 -127441.3561 99 -10629.3552 12667.1398 100 14564.5256 -10629.3552 101 -20298.6933 14564.5256 102 51225.0221 -20298.6933 103 17415.7687 51225.0221 104 31398.6875 17415.7687 105 22549.0994 31398.6875 106 -26669.7923 22549.0994 107 -16526.6313 -26669.7923 108 25089.5563 -16526.6313 109 3276.0446 25089.5563 110 15466.5567 3276.0446 111 -20739.3849 15466.5567 112 -12063.0313 -20739.3849 113 -5900.8895 -12063.0313 114 -26855.3205 -5900.8895 115 -28516.5487 -26855.3205 116 -20582.8224 -28516.5487 117 48859.0258 -20582.8224 118 6820.5879 48859.0258 119 -31144.8204 6820.5879 120 -5456.3300 -31144.8204 121 -48376.2460 -5456.3300 122 -23978.9392 -48376.2460 123 -53527.7839 -23978.9392 124 79394.7866 -53527.7839 125 20687.2815 79394.7866 126 11885.8499 20687.2815 127 -9094.8841 11885.8499 128 14061.6763 -9094.8841 129 1179.3721 14061.6763 130 -2727.4257 1179.3721 131 -41846.3438 -2727.4257 132 12944.2541 -41846.3438 133 -60682.5775 12944.2541 134 -15976.4396 -60682.5775 135 52601.5415 -15976.4396 136 3258.3050 52601.5415 137 38315.2010 3258.3050 138 -23309.1892 38315.2010 139 -11492.9788 -23309.1892 140 -22337.8514 -11492.9788 141 -11457.9925 -22337.8514 142 9620.8185 -11457.9925 143 -11767.1325 9620.8185 144 12388.0652 -11767.1325 145 -29206.3479 12388.0652 146 253.2152 -29206.3479 147 -12048.6745 253.2152 148 -16881.2192 -12048.6745 149 3904.8266 -16881.2192 150 29796.3761 3904.8266 151 25087.3187 29796.3761 152 -15006.7577 25087.3187 153 13276.1825 -15006.7577 154 16620.8170 13276.1825 155 44989.7781 16620.8170 156 27673.6476 44989.7781 157 21614.7323 27673.6476 158 -21869.2221 21614.7323 159 -11491.0945 -21869.2221 160 21585.3165 -11491.0945 161 -10000.6157 21585.3165 162 -12496.9684 -10000.6157 163 -15983.6633 -12496.9684 164 -33042.1792 -15983.6633 165 35849.6433 -33042.1792 166 -6622.9172 35849.6433 167 11493.0999 -6622.9172 168 19530.4398 11493.0999 169 88516.7933 19530.4398 170 -12311.5207 88516.7933 171 2290.8773 -12311.5207 172 2169.4153 2290.8773 173 12364.0779 2169.4153 174 -85373.3272 12364.0779 175 5664.9701 -85373.3272 176 -31623.3370 5664.9701 177 8459.6227 -31623.3370 178 -4228.2476 8459.6227 179 34397.3070 -4228.2476 180 -22693.6683 34397.3070 181 -55953.1126 -22693.6683 182 8839.3888 -55953.1126 183 18323.9143 8839.3888 184 19129.2177 18323.9143 185 3578.6253 19129.2177 186 1329.8480 3578.6253 187 16712.2667 1329.8480 188 8323.6233 16712.2667 189 -2611.0784 8323.6233 190 24550.9074 -2611.0784 191 -2724.0019 24550.9074 192 -17545.4615 -2724.0019 193 -6548.2234 -17545.4615 194 4563.4129 -6548.2234 195 4831.9608 4563.4129 196 -15898.0481 4831.9608 197 12087.6700 -15898.0481 198 -30338.1052 12087.6700 199 -1838.9219 -30338.1052 200 6221.5037 -1838.9219 201 -5201.2618 6221.5037 202 15840.4384 -5201.2618 203 9974.2234 15840.4384 204 -30077.0123 9974.2234 205 -11658.9891 -30077.0123 206 -7456.3686 -11658.9891 207 46310.7078 -7456.3686 208 23299.1152 46310.7078 209 2489.6752 23299.1152 210 10278.4345 2489.6752 211 24048.9060 10278.4345 212 -1299.8162 24048.9060 213 4230.5899 -1299.8162 214 -30371.4655 4230.5899 215 -8456.0458 -30371.4655 216 -31526.5593 -8456.0458 217 7335.7765 -31526.5593 218 2412.0870 7335.7765 219 28343.6937 2412.0870 220 -17176.8487 28343.6937 221 -5786.1877 -17176.8487 222 -53272.0912 -5786.1877 223 7614.6580 -53272.0912 224 -688.0426 7614.6580 225 -594.2548 -688.0426 226 18107.9489 -594.2548 227 -23890.9866 18107.9489 228 -30084.9820 -23890.9866 229 -38243.3431 -30084.9820 230 -13063.5662 -38243.3431 231 -5228.0295 -13063.5662 232 -31484.5702 -5228.0295 233 -8433.2349 -31484.5702 234 -30370.0312 -8433.2349 235 -14831.5764 -30370.0312 236 52009.0651 -14831.5764 237 -14027.8115 52009.0651 238 -13415.3376 -14027.8115 239 -20978.3039 -13415.3376 240 11105.4395 -20978.3039 241 1927.9492 11105.4395 242 -16625.5393 1927.9492 243 -6177.4233 -16625.5393 244 -430.5216 -6177.4233 245 -9722.7330 -430.5216 246 -25049.4037 -9722.7330 247 23794.8016 -25049.4037 248 9710.2065 23794.8016 249 -13639.7088 9710.2065 250 16718.2125 -13639.7088 251 8417.4551 16718.2125 252 11047.3889 8417.4551 253 2604.3604 11047.3889 254 -20874.4540 2604.3604 255 383.3955 -20874.4540 256 -13905.8239 383.3955 257 9337.8943 -13905.8239 258 10730.0826 9337.8943 259 5972.5889 10730.0826 260 -17438.0336 5972.5889 261 9304.4209 -17438.0336 262 8999.7922 9304.4209 263 -10521.8547 8999.7922 264 -9062.5234 -10521.8547 265 6507.7460 -9062.5234 266 -19377.1106 6507.7460 267 -6760.1446 -19377.1106 268 48752.6929 -6760.1446 269 -22280.0232 48752.6929 270 -5414.7484 -22280.0232 271 7237.3746 -5414.7484 272 2703.5080 7237.3746 273 4601.4447 2703.5080 274 10297.8199 4601.4447 275 -22742.2624 10297.8199 276 16083.7716 -22742.2624 277 10052.2177 16083.7716 278 -4710.1850 10052.2177 279 18228.8299 -4710.1850 280 -1134.4803 18228.8299 281 13485.4062 -1134.4803 282 -4061.5087 13485.4062 283 11256.4138 -4061.5087 284 4550.0160 11256.4138 285 -10324.0111 4550.0160 286 1385.4540 -10324.0111 287 1431.3808 1385.4540 288 -1408.0764 1431.3808 289 NA -1408.0764 > dum1 <- dum[2:length(myerror),] > dum1 lag(myerror, k = 1) myerror [1,] 6756.6315 65190.3605 [2,] 7875.4428 6756.6315 [3,] -70242.6898 7875.4428 [4,] 26391.6265 -70242.6898 [5,] 173.2536 26391.6265 [6,] 38379.8820 173.2536 [7,] -1541.4701 38379.8820 [8,] 14229.9802 -1541.4701 [9,] -7241.0431 14229.9802 [10,] 19072.7726 -7241.0431 [11,] 31796.4527 19072.7726 [12,] -15511.8532 31796.4527 [13,] -12666.9907 -15511.8532 [14,] 12277.1291 -12666.9907 [15,] 18371.0941 12277.1291 [16,] -80368.9842 18371.0941 [17,] 40758.0820 -80368.9842 [18,] 1424.6015 40758.0820 [19,] 3787.8357 1424.6015 [20,] 831.3178 3787.8357 [21,] 9975.6066 831.3178 [22,] 107035.7545 9975.6066 [23,] 36660.6657 107035.7545 [24,] -23819.4718 36660.6657 [25,] -93375.0807 -23819.4718 [26,] -48183.1221 -93375.0807 [27,] -14446.4671 -48183.1221 [28,] 34520.7487 -14446.4671 [29,] -6007.3188 34520.7487 [30,] 21040.7999 -6007.3188 [31,] 10474.6461 21040.7999 [32,] 897.1216 10474.6461 [33,] 36506.5905 897.1216 [34,] -12984.9945 36506.5905 [35,] 31351.0168 -12984.9945 [36,] 32454.3719 31351.0168 [37,] 8643.8754 32454.3719 [38,] 65568.6390 8643.8754 [39,] 3554.8078 65568.6390 [40,] 13179.8742 3554.8078 [41,] 32530.4029 13179.8742 [42,] -35428.5115 32530.4029 [43,] -4369.5737 -35428.5115 [44,] -23921.0112 -4369.5737 [45,] -10064.2214 -23921.0112 [46,] -43519.2966 -10064.2214 [47,] 2054.7914 -43519.2966 [48,] 1485.4495 2054.7914 [49,] -102118.6373 1485.4495 [50,] 46915.2856 -102118.6373 [51,] -17144.2613 46915.2856 [52,] -13640.4911 -17144.2613 [53,] -30751.2603 -13640.4911 [54,] -49996.4413 -30751.2603 [55,] 11252.1747 -49996.4413 [56,] -12837.0398 11252.1747 [57,] 56705.0390 -12837.0398 [58,] -2015.9760 56705.0390 [59,] -5776.7954 -2015.9760 [60,] 7588.2747 -5776.7954 [61,] 30875.6024 7588.2747 [62,] 18959.7624 30875.6024 [63,] 9935.0653 18959.7624 [64,] -1803.2699 9935.0653 [65,] 6014.2114 -1803.2699 [66,] 24690.6329 6014.2114 [67,] 4707.0162 24690.6329 [68,] 1598.5786 4707.0162 [69,] -40892.2220 1598.5786 [70,] 15804.7240 -40892.2220 [71,] 55074.6671 15804.7240 [72,] 37917.3852 55074.6671 [73,] -17719.4120 37917.3852 [74,] -34428.8933 -17719.4120 [75,] -18516.8419 -34428.8933 [76,] -41171.0539 -18516.8419 [77,] -14911.0202 -41171.0539 [78,] -22266.8903 -14911.0202 [79,] 10097.2581 -22266.8903 [80,] 2741.6995 10097.2581 [81,] -31508.9725 2741.6995 [82,] 45643.9929 -31508.9725 [83,] 34896.5814 45643.9929 [84,] 17783.6210 34896.5814 [85,] -27462.0947 17783.6210 [86,] -10686.6000 -27462.0947 [87,] -17590.3752 -10686.6000 [88,] 62001.8376 -17590.3752 [89,] -5530.8231 62001.8376 [90,] 9006.3670 -5530.8231 [91,] -13714.8620 9006.3670 [92,] -24819.9369 -13714.8620 [93,] 11362.8880 -24819.9369 [94,] 21291.1218 11362.8880 [95,] 20721.9730 21291.1218 [96,] 16550.2994 20721.9730 [97,] -127441.3561 16550.2994 [98,] 12667.1398 -127441.3561 [99,] -10629.3552 12667.1398 [100,] 14564.5256 -10629.3552 [101,] -20298.6933 14564.5256 [102,] 51225.0221 -20298.6933 [103,] 17415.7687 51225.0221 [104,] 31398.6875 17415.7687 [105,] 22549.0994 31398.6875 [106,] -26669.7923 22549.0994 [107,] -16526.6313 -26669.7923 [108,] 25089.5563 -16526.6313 [109,] 3276.0446 25089.5563 [110,] 15466.5567 3276.0446 [111,] -20739.3849 15466.5567 [112,] -12063.0313 -20739.3849 [113,] -5900.8895 -12063.0313 [114,] -26855.3205 -5900.8895 [115,] -28516.5487 -26855.3205 [116,] -20582.8224 -28516.5487 [117,] 48859.0258 -20582.8224 [118,] 6820.5879 48859.0258 [119,] -31144.8204 6820.5879 [120,] -5456.3300 -31144.8204 [121,] -48376.2460 -5456.3300 [122,] -23978.9392 -48376.2460 [123,] -53527.7839 -23978.9392 [124,] 79394.7866 -53527.7839 [125,] 20687.2815 79394.7866 [126,] 11885.8499 20687.2815 [127,] -9094.8841 11885.8499 [128,] 14061.6763 -9094.8841 [129,] 1179.3721 14061.6763 [130,] -2727.4257 1179.3721 [131,] -41846.3438 -2727.4257 [132,] 12944.2541 -41846.3438 [133,] -60682.5775 12944.2541 [134,] -15976.4396 -60682.5775 [135,] 52601.5415 -15976.4396 [136,] 3258.3050 52601.5415 [137,] 38315.2010 3258.3050 [138,] -23309.1892 38315.2010 [139,] -11492.9788 -23309.1892 [140,] -22337.8514 -11492.9788 [141,] -11457.9925 -22337.8514 [142,] 9620.8185 -11457.9925 [143,] -11767.1325 9620.8185 [144,] 12388.0652 -11767.1325 [145,] -29206.3479 12388.0652 [146,] 253.2152 -29206.3479 [147,] -12048.6745 253.2152 [148,] -16881.2192 -12048.6745 [149,] 3904.8266 -16881.2192 [150,] 29796.3761 3904.8266 [151,] 25087.3187 29796.3761 [152,] -15006.7577 25087.3187 [153,] 13276.1825 -15006.7577 [154,] 16620.8170 13276.1825 [155,] 44989.7781 16620.8170 [156,] 27673.6476 44989.7781 [157,] 21614.7323 27673.6476 [158,] -21869.2221 21614.7323 [159,] -11491.0945 -21869.2221 [160,] 21585.3165 -11491.0945 [161,] -10000.6157 21585.3165 [162,] -12496.9684 -10000.6157 [163,] -15983.6633 -12496.9684 [164,] -33042.1792 -15983.6633 [165,] 35849.6433 -33042.1792 [166,] -6622.9172 35849.6433 [167,] 11493.0999 -6622.9172 [168,] 19530.4398 11493.0999 [169,] 88516.7933 19530.4398 [170,] -12311.5207 88516.7933 [171,] 2290.8773 -12311.5207 [172,] 2169.4153 2290.8773 [173,] 12364.0779 2169.4153 [174,] -85373.3272 12364.0779 [175,] 5664.9701 -85373.3272 [176,] -31623.3370 5664.9701 [177,] 8459.6227 -31623.3370 [178,] -4228.2476 8459.6227 [179,] 34397.3070 -4228.2476 [180,] -22693.6683 34397.3070 [181,] -55953.1126 -22693.6683 [182,] 8839.3888 -55953.1126 [183,] 18323.9143 8839.3888 [184,] 19129.2177 18323.9143 [185,] 3578.6253 19129.2177 [186,] 1329.8480 3578.6253 [187,] 16712.2667 1329.8480 [188,] 8323.6233 16712.2667 [189,] -2611.0784 8323.6233 [190,] 24550.9074 -2611.0784 [191,] -2724.0019 24550.9074 [192,] -17545.4615 -2724.0019 [193,] -6548.2234 -17545.4615 [194,] 4563.4129 -6548.2234 [195,] 4831.9608 4563.4129 [196,] -15898.0481 4831.9608 [197,] 12087.6700 -15898.0481 [198,] -30338.1052 12087.6700 [199,] -1838.9219 -30338.1052 [200,] 6221.5037 -1838.9219 [201,] -5201.2618 6221.5037 [202,] 15840.4384 -5201.2618 [203,] 9974.2234 15840.4384 [204,] -30077.0123 9974.2234 [205,] -11658.9891 -30077.0123 [206,] -7456.3686 -11658.9891 [207,] 46310.7078 -7456.3686 [208,] 23299.1152 46310.7078 [209,] 2489.6752 23299.1152 [210,] 10278.4345 2489.6752 [211,] 24048.9060 10278.4345 [212,] -1299.8162 24048.9060 [213,] 4230.5899 -1299.8162 [214,] -30371.4655 4230.5899 [215,] -8456.0458 -30371.4655 [216,] -31526.5593 -8456.0458 [217,] 7335.7765 -31526.5593 [218,] 2412.0870 7335.7765 [219,] 28343.6937 2412.0870 [220,] -17176.8487 28343.6937 [221,] -5786.1877 -17176.8487 [222,] -53272.0912 -5786.1877 [223,] 7614.6580 -53272.0912 [224,] -688.0426 7614.6580 [225,] -594.2548 -688.0426 [226,] 18107.9489 -594.2548 [227,] -23890.9866 18107.9489 [228,] -30084.9820 -23890.9866 [229,] -38243.3431 -30084.9820 [230,] -13063.5662 -38243.3431 [231,] -5228.0295 -13063.5662 [232,] -31484.5702 -5228.0295 [233,] -8433.2349 -31484.5702 [234,] -30370.0312 -8433.2349 [235,] -14831.5764 -30370.0312 [236,] 52009.0651 -14831.5764 [237,] -14027.8115 52009.0651 [238,] -13415.3376 -14027.8115 [239,] -20978.3039 -13415.3376 [240,] 11105.4395 -20978.3039 [241,] 1927.9492 11105.4395 [242,] -16625.5393 1927.9492 [243,] -6177.4233 -16625.5393 [244,] -430.5216 -6177.4233 [245,] -9722.7330 -430.5216 [246,] -25049.4037 -9722.7330 [247,] 23794.8016 -25049.4037 [248,] 9710.2065 23794.8016 [249,] -13639.7088 9710.2065 [250,] 16718.2125 -13639.7088 [251,] 8417.4551 16718.2125 [252,] 11047.3889 8417.4551 [253,] 2604.3604 11047.3889 [254,] -20874.4540 2604.3604 [255,] 383.3955 -20874.4540 [256,] -13905.8239 383.3955 [257,] 9337.8943 -13905.8239 [258,] 10730.0826 9337.8943 [259,] 5972.5889 10730.0826 [260,] -17438.0336 5972.5889 [261,] 9304.4209 -17438.0336 [262,] 8999.7922 9304.4209 [263,] -10521.8547 8999.7922 [264,] -9062.5234 -10521.8547 [265,] 6507.7460 -9062.5234 [266,] -19377.1106 6507.7460 [267,] -6760.1446 -19377.1106 [268,] 48752.6929 -6760.1446 [269,] -22280.0232 48752.6929 [270,] -5414.7484 -22280.0232 [271,] 7237.3746 -5414.7484 [272,] 2703.5080 7237.3746 [273,] 4601.4447 2703.5080 [274,] 10297.8199 4601.4447 [275,] -22742.2624 10297.8199 [276,] 16083.7716 -22742.2624 [277,] 10052.2177 16083.7716 [278,] -4710.1850 10052.2177 [279,] 18228.8299 -4710.1850 [280,] -1134.4803 18228.8299 [281,] 13485.4062 -1134.4803 [282,] -4061.5087 13485.4062 [283,] 11256.4138 -4061.5087 [284,] 4550.0160 11256.4138 [285,] -10324.0111 4550.0160 [286,] 1385.4540 -10324.0111 [287,] 1431.3808 1385.4540 [288,] -1408.0764 1431.3808 > z <- as.data.frame(dum1) > z lag(myerror, k = 1) myerror 1 6756.6315 65190.3605 2 7875.4428 6756.6315 3 -70242.6898 7875.4428 4 26391.6265 -70242.6898 5 173.2536 26391.6265 6 38379.8820 173.2536 7 -1541.4701 38379.8820 8 14229.9802 -1541.4701 9 -7241.0431 14229.9802 10 19072.7726 -7241.0431 11 31796.4527 19072.7726 12 -15511.8532 31796.4527 13 -12666.9907 -15511.8532 14 12277.1291 -12666.9907 15 18371.0941 12277.1291 16 -80368.9842 18371.0941 17 40758.0820 -80368.9842 18 1424.6015 40758.0820 19 3787.8357 1424.6015 20 831.3178 3787.8357 21 9975.6066 831.3178 22 107035.7545 9975.6066 23 36660.6657 107035.7545 24 -23819.4718 36660.6657 25 -93375.0807 -23819.4718 26 -48183.1221 -93375.0807 27 -14446.4671 -48183.1221 28 34520.7487 -14446.4671 29 -6007.3188 34520.7487 30 21040.7999 -6007.3188 31 10474.6461 21040.7999 32 897.1216 10474.6461 33 36506.5905 897.1216 34 -12984.9945 36506.5905 35 31351.0168 -12984.9945 36 32454.3719 31351.0168 37 8643.8754 32454.3719 38 65568.6390 8643.8754 39 3554.8078 65568.6390 40 13179.8742 3554.8078 41 32530.4029 13179.8742 42 -35428.5115 32530.4029 43 -4369.5737 -35428.5115 44 -23921.0112 -4369.5737 45 -10064.2214 -23921.0112 46 -43519.2966 -10064.2214 47 2054.7914 -43519.2966 48 1485.4495 2054.7914 49 -102118.6373 1485.4495 50 46915.2856 -102118.6373 51 -17144.2613 46915.2856 52 -13640.4911 -17144.2613 53 -30751.2603 -13640.4911 54 -49996.4413 -30751.2603 55 11252.1747 -49996.4413 56 -12837.0398 11252.1747 57 56705.0390 -12837.0398 58 -2015.9760 56705.0390 59 -5776.7954 -2015.9760 60 7588.2747 -5776.7954 61 30875.6024 7588.2747 62 18959.7624 30875.6024 63 9935.0653 18959.7624 64 -1803.2699 9935.0653 65 6014.2114 -1803.2699 66 24690.6329 6014.2114 67 4707.0162 24690.6329 68 1598.5786 4707.0162 69 -40892.2220 1598.5786 70 15804.7240 -40892.2220 71 55074.6671 15804.7240 72 37917.3852 55074.6671 73 -17719.4120 37917.3852 74 -34428.8933 -17719.4120 75 -18516.8419 -34428.8933 76 -41171.0539 -18516.8419 77 -14911.0202 -41171.0539 78 -22266.8903 -14911.0202 79 10097.2581 -22266.8903 80 2741.6995 10097.2581 81 -31508.9725 2741.6995 82 45643.9929 -31508.9725 83 34896.5814 45643.9929 84 17783.6210 34896.5814 85 -27462.0947 17783.6210 86 -10686.6000 -27462.0947 87 -17590.3752 -10686.6000 88 62001.8376 -17590.3752 89 -5530.8231 62001.8376 90 9006.3670 -5530.8231 91 -13714.8620 9006.3670 92 -24819.9369 -13714.8620 93 11362.8880 -24819.9369 94 21291.1218 11362.8880 95 20721.9730 21291.1218 96 16550.2994 20721.9730 97 -127441.3561 16550.2994 98 12667.1398 -127441.3561 99 -10629.3552 12667.1398 100 14564.5256 -10629.3552 101 -20298.6933 14564.5256 102 51225.0221 -20298.6933 103 17415.7687 51225.0221 104 31398.6875 17415.7687 105 22549.0994 31398.6875 106 -26669.7923 22549.0994 107 -16526.6313 -26669.7923 108 25089.5563 -16526.6313 109 3276.0446 25089.5563 110 15466.5567 3276.0446 111 -20739.3849 15466.5567 112 -12063.0313 -20739.3849 113 -5900.8895 -12063.0313 114 -26855.3205 -5900.8895 115 -28516.5487 -26855.3205 116 -20582.8224 -28516.5487 117 48859.0258 -20582.8224 118 6820.5879 48859.0258 119 -31144.8204 6820.5879 120 -5456.3300 -31144.8204 121 -48376.2460 -5456.3300 122 -23978.9392 -48376.2460 123 -53527.7839 -23978.9392 124 79394.7866 -53527.7839 125 20687.2815 79394.7866 126 11885.8499 20687.2815 127 -9094.8841 11885.8499 128 14061.6763 -9094.8841 129 1179.3721 14061.6763 130 -2727.4257 1179.3721 131 -41846.3438 -2727.4257 132 12944.2541 -41846.3438 133 -60682.5775 12944.2541 134 -15976.4396 -60682.5775 135 52601.5415 -15976.4396 136 3258.3050 52601.5415 137 38315.2010 3258.3050 138 -23309.1892 38315.2010 139 -11492.9788 -23309.1892 140 -22337.8514 -11492.9788 141 -11457.9925 -22337.8514 142 9620.8185 -11457.9925 143 -11767.1325 9620.8185 144 12388.0652 -11767.1325 145 -29206.3479 12388.0652 146 253.2152 -29206.3479 147 -12048.6745 253.2152 148 -16881.2192 -12048.6745 149 3904.8266 -16881.2192 150 29796.3761 3904.8266 151 25087.3187 29796.3761 152 -15006.7577 25087.3187 153 13276.1825 -15006.7577 154 16620.8170 13276.1825 155 44989.7781 16620.8170 156 27673.6476 44989.7781 157 21614.7323 27673.6476 158 -21869.2221 21614.7323 159 -11491.0945 -21869.2221 160 21585.3165 -11491.0945 161 -10000.6157 21585.3165 162 -12496.9684 -10000.6157 163 -15983.6633 -12496.9684 164 -33042.1792 -15983.6633 165 35849.6433 -33042.1792 166 -6622.9172 35849.6433 167 11493.0999 -6622.9172 168 19530.4398 11493.0999 169 88516.7933 19530.4398 170 -12311.5207 88516.7933 171 2290.8773 -12311.5207 172 2169.4153 2290.8773 173 12364.0779 2169.4153 174 -85373.3272 12364.0779 175 5664.9701 -85373.3272 176 -31623.3370 5664.9701 177 8459.6227 -31623.3370 178 -4228.2476 8459.6227 179 34397.3070 -4228.2476 180 -22693.6683 34397.3070 181 -55953.1126 -22693.6683 182 8839.3888 -55953.1126 183 18323.9143 8839.3888 184 19129.2177 18323.9143 185 3578.6253 19129.2177 186 1329.8480 3578.6253 187 16712.2667 1329.8480 188 8323.6233 16712.2667 189 -2611.0784 8323.6233 190 24550.9074 -2611.0784 191 -2724.0019 24550.9074 192 -17545.4615 -2724.0019 193 -6548.2234 -17545.4615 194 4563.4129 -6548.2234 195 4831.9608 4563.4129 196 -15898.0481 4831.9608 197 12087.6700 -15898.0481 198 -30338.1052 12087.6700 199 -1838.9219 -30338.1052 200 6221.5037 -1838.9219 201 -5201.2618 6221.5037 202 15840.4384 -5201.2618 203 9974.2234 15840.4384 204 -30077.0123 9974.2234 205 -11658.9891 -30077.0123 206 -7456.3686 -11658.9891 207 46310.7078 -7456.3686 208 23299.1152 46310.7078 209 2489.6752 23299.1152 210 10278.4345 2489.6752 211 24048.9060 10278.4345 212 -1299.8162 24048.9060 213 4230.5899 -1299.8162 214 -30371.4655 4230.5899 215 -8456.0458 -30371.4655 216 -31526.5593 -8456.0458 217 7335.7765 -31526.5593 218 2412.0870 7335.7765 219 28343.6937 2412.0870 220 -17176.8487 28343.6937 221 -5786.1877 -17176.8487 222 -53272.0912 -5786.1877 223 7614.6580 -53272.0912 224 -688.0426 7614.6580 225 -594.2548 -688.0426 226 18107.9489 -594.2548 227 -23890.9866 18107.9489 228 -30084.9820 -23890.9866 229 -38243.3431 -30084.9820 230 -13063.5662 -38243.3431 231 -5228.0295 -13063.5662 232 -31484.5702 -5228.0295 233 -8433.2349 -31484.5702 234 -30370.0312 -8433.2349 235 -14831.5764 -30370.0312 236 52009.0651 -14831.5764 237 -14027.8115 52009.0651 238 -13415.3376 -14027.8115 239 -20978.3039 -13415.3376 240 11105.4395 -20978.3039 241 1927.9492 11105.4395 242 -16625.5393 1927.9492 243 -6177.4233 -16625.5393 244 -430.5216 -6177.4233 245 -9722.7330 -430.5216 246 -25049.4037 -9722.7330 247 23794.8016 -25049.4037 248 9710.2065 23794.8016 249 -13639.7088 9710.2065 250 16718.2125 -13639.7088 251 8417.4551 16718.2125 252 11047.3889 8417.4551 253 2604.3604 11047.3889 254 -20874.4540 2604.3604 255 383.3955 -20874.4540 256 -13905.8239 383.3955 257 9337.8943 -13905.8239 258 10730.0826 9337.8943 259 5972.5889 10730.0826 260 -17438.0336 5972.5889 261 9304.4209 -17438.0336 262 8999.7922 9304.4209 263 -10521.8547 8999.7922 264 -9062.5234 -10521.8547 265 6507.7460 -9062.5234 266 -19377.1106 6507.7460 267 -6760.1446 -19377.1106 268 48752.6929 -6760.1446 269 -22280.0232 48752.6929 270 -5414.7484 -22280.0232 271 7237.3746 -5414.7484 272 2703.5080 7237.3746 273 4601.4447 2703.5080 274 10297.8199 4601.4447 275 -22742.2624 10297.8199 276 16083.7716 -22742.2624 277 10052.2177 16083.7716 278 -4710.1850 10052.2177 279 18228.8299 -4710.1850 280 -1134.4803 18228.8299 281 13485.4062 -1134.4803 282 -4061.5087 13485.4062 283 11256.4138 -4061.5087 284 4550.0160 11256.4138 285 -10324.0111 4550.0160 286 1385.4540 -10324.0111 287 1431.3808 1385.4540 288 -1408.0764 1431.3808 > plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals') > lines(lowess(z)) > abline(lm(z)) > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/7ndww1323879543.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/8vo8z1323879543.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/www/rcomp/tmp/9i6ul1323879543.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0)) > plot(mylm, las = 1, sub='Residual Diagnostics') > par(opar) > dev.off() null device 1 > if (n > n25) { + postscript(file="/var/www/rcomp/tmp/10gqzj1323879543.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint') + grid() + dev.off() + } null device 1 > > #Note: the /var/www/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE) > a<-table.row.end(a) > myeq <- colnames(x)[1] > myeq <- paste(myeq, '[t] = ', sep='') > for (i in 1:k){ + if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '') + myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ') + if (rownames(mysum$coefficients)[i] != '(Intercept)') { + myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='') + if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='') + } + } > myeq <- paste(myeq, ' + e[t]') > a<-table.row.start(a) > a<-table.element(a, myeq) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/11fdei1323879543.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Variable',header=TRUE) > a<-table.element(a,'Parameter',header=TRUE) > a<-table.element(a,'S.D.',header=TRUE) > a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE) > a<-table.element(a,'2-tail p-value',header=TRUE) > a<-table.element(a,'1-tail p-value',header=TRUE) > a<-table.row.end(a) > for (i in 1:k){ + a<-table.row.start(a) + a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE) + a<-table.element(a,mysum$coefficients[i,1]) + a<-table.element(a, round(mysum$coefficients[i,2],6)) + a<-table.element(a, round(mysum$coefficients[i,3],4)) + a<-table.element(a, round(mysum$coefficients[i,4],6)) + a<-table.element(a, round(mysum$coefficients[i,4]/2,6)) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/12yedf1323879543.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Multiple R',1,TRUE) > a<-table.element(a, sqrt(mysum$r.squared)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'R-squared',1,TRUE) > a<-table.element(a, mysum$r.squared) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Adjusted R-squared',1,TRUE) > a<-table.element(a, mysum$adj.r.squared) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (value)',1,TRUE) > a<-table.element(a, mysum$fstatistic[1]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE) > a<-table.element(a, mysum$fstatistic[2]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE) > a<-table.element(a, mysum$fstatistic[3]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'p-value',1,TRUE) > a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3])) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Residual Standard Deviation',1,TRUE) > a<-table.element(a, mysum$sigma) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Sum Squared Residuals',1,TRUE) > a<-table.element(a, sum(myerror*myerror)) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/13cn861323879543.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Time or Index', 1, TRUE) > a<-table.element(a, 'Actuals', 1, TRUE) > a<-table.element(a, 'Interpolation
Forecast', 1, TRUE) > a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE) > a<-table.row.end(a) > for (i in 1:n) { + a<-table.row.start(a) + a<-table.element(a,i, 1, TRUE) + a<-table.element(a,x[i]) + a<-table.element(a,x[i]-mysum$resid[i]) + a<-table.element(a,mysum$resid[i]) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/14eue21323879543.tab") > if (n > n25) { + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'p-values',header=TRUE) + a<-table.element(a,'Alternative Hypothesis',3,header=TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'breakpoint index',header=TRUE) + a<-table.element(a,'greater',header=TRUE) + a<-table.element(a,'2-sided',header=TRUE) + a<-table.element(a,'less',header=TRUE) + a<-table.row.end(a) + for (mypoint in kp3:nmkm3) { + a<-table.row.start(a) + a<-table.element(a,mypoint,header=TRUE) + a<-table.element(a,gqarr[mypoint-kp3+1,1]) + a<-table.element(a,gqarr[mypoint-kp3+1,2]) + a<-table.element(a,gqarr[mypoint-kp3+1,3]) + a<-table.row.end(a) + } + a<-table.end(a) + table.save(a,file="/var/www/rcomp/tmp/157bz21323879543.tab") + a<-table.start() + a<-table.row.start(a) + a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'Description',header=TRUE) + a<-table.element(a,'# significant tests',header=TRUE) + a<-table.element(a,'% significant tests',header=TRUE) + a<-table.element(a,'OK/NOK',header=TRUE) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'1% type I error level',header=TRUE) + a<-table.element(a,numsignificant1) + a<-table.element(a,numsignificant1/numgqtests) + if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK' + a<-table.element(a,dum) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'5% type I error level',header=TRUE) + a<-table.element(a,numsignificant5) + a<-table.element(a,numsignificant5/numgqtests) + if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK' + a<-table.element(a,dum) + a<-table.row.end(a) + a<-table.row.start(a) + a<-table.element(a,'10% type I error level',header=TRUE) + a<-table.element(a,numsignificant10) + a<-table.element(a,numsignificant10/numgqtests) + if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK' + a<-table.element(a,dum) + a<-table.row.end(a) + a<-table.end(a) + table.save(a,file="/var/www/rcomp/tmp/16072i1323879543.tab") + } > > try(system("convert tmp/14tyv1323879543.ps tmp/14tyv1323879543.png",intern=TRUE)) character(0) > try(system("convert tmp/239wd1323879543.ps tmp/239wd1323879543.png",intern=TRUE)) character(0) > try(system("convert tmp/33pdu1323879543.ps tmp/33pdu1323879543.png",intern=TRUE)) character(0) > try(system("convert tmp/42l0v1323879543.ps tmp/42l0v1323879543.png",intern=TRUE)) character(0) > try(system("convert tmp/5hx9t1323879543.ps tmp/5hx9t1323879543.png",intern=TRUE)) character(0) > try(system("convert tmp/6trl81323879543.ps tmp/6trl81323879543.png",intern=TRUE)) character(0) > try(system("convert tmp/7ndww1323879543.ps tmp/7ndww1323879543.png",intern=TRUE)) character(0) > try(system("convert tmp/8vo8z1323879543.ps tmp/8vo8z1323879543.png",intern=TRUE)) character(0) > try(system("convert tmp/9i6ul1323879543.ps tmp/9i6ul1323879543.png",intern=TRUE)) character(0) > try(system("convert tmp/10gqzj1323879543.ps tmp/10gqzj1323879543.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 11.052 0.740 12.087