R version 2.9.0 (2009-04-17) Copyright (C) 2009 The R Foundation for Statistical Computing ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. 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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,60720 + ,315380 + ,241 + ,NA + ,NA + ,0 + ,1 + ,283 + ,249 + ,72 + ,56726 + ,313491 + ,317 + ,1576 + ,455 + ,0) + ,dim=c(10 + ,431) + ,dimnames=list(c('Pop' + ,'Rank' + ,'Costs' + ,'Trades' + ,'Dividends' + ,'Wealth' + ,'WRank' + ,'Profit/Trades' + ,'Profit/Cost' + ,'CCscore') + ,1:431)) > y <- array(NA,dim=c(10,431),dimnames=list(c('Pop','Rank','Costs','Trades','Dividends','Wealth','WRank','Profit/Trades','Profit/Cost','CCscore'),1:431)) > for (i in 1:dim(x)[1]) + { + for (j in 1:dim(x)[2]) + { + y[i,j] <- as.numeric(x[i,j]) + } + } > par3 = 'No Linear Trend' > par2 = 'Do not include Seasonal Dummies' > par1 = '10' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Prof. Dr. P. Wessa > #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > library(lattice) > library(lmtest) Loading required package: zoo Attaching package: 'zoo' The following object(s) are masked from package:base : as.Date.numeric > n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test > par1 <- as.numeric(par1) > x <- t(y) > k <- length(x[1,]) > n <- length(x[,1]) > x1 <- cbind(x[,par1], x[,1:k!=par1]) > mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1]) > colnames(x1) <- mycolnames #colnames(x)[par1] > x <- x1 > if (par3 == 'First Differences'){ + x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep=''))) + for (i in 1:n-1) { + for (j in 1:k) { + x2[i,j] <- x[i+1,j] - x[i,j] + } + } + x <- x2 + } > if (par2 == 'Include Monthly Dummies'){ + x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep =''))) + for (i in 1:11){ + x2[seq(i,n,12),i] <- 1 + } + x <- cbind(x, x2) + } > if (par2 == 'Include Quarterly Dummies'){ + x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep =''))) + for (i in 1:3){ + x2[seq(i,n,4),i] <- 1 + } + x <- cbind(x, x2) + } > k <- length(x[1,]) > if (par3 == 'Linear Trend'){ + x <- cbind(x, c(1:n)) + colnames(x)[k+1] <- 't' + } > x CCscore Pop Rank Costs Trades Dividends Wealth WRank Profit/Trades 1 0 1 350 1595 17 60720 319369 143 7022 2 39 0 61 5565 47 94355 493408 38 6243 3 0 0 287 601 6 60720 319210 144 19868 4 0 1 268 188 11 77655 381180 67 16471 5 305 1 25 7146 105 134028 297978 367 933 6 -9 0 418 1135 17 62285 290476 384 5322 7 -1 1 392 450 8 59325 292136 380 11517 8 0 1 131 34 8 60630 314353 309 14294 9 0 1 316 133 14 65990 339445 109 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64 7561 87 82425 364304 86 1889 36 9 1 113 5131 71 86111 292154 379 1298 37 0 1 148 9 6 60835 314987 300 19165 38 -31 1 425 2264 24 55174 272713 394 3030 39 2865 1 7 40949 481 129352 1398893 9 2493 40 0 0 197 4980 91 113521 409642 55 2304 41 14 1 97 272 8 112995 429112 51 28639 42 0 1 168 757 19 45689 382712 66 9616 43 32 1 69 1424 94 131116 374943 77 1861 44 0 1 127 0 0 60720 315380 191 NA 45 0 0 184 378 52 71873 297413 369 1873 46 -4 1 401 1061 5 70415 304252 353 20850 47 0 1 371 0 0 60720 315380 290 NA 48 0 1 174 203 9 61938 309596 334 12177 49 74 0 46 3689 25 101792 377305 74 7092 50 20 1 90 567 11 103345 386212 65 16928 51 247 0 27 27664 282 74996 657954 24 1624 52 11 1 105 1686 40 68696 368186 81 4205 53 -6 0 413 1164 17 57320 269753 395 4103 54 284 1 26 15824 64 63838 585715 30 6027 55 819 1 16 6575 159 151352 1071292 11 5480 56 652 0 19 37597 248 37884 992426 12 3195 57 0 1 336 314 5 60720 315371 294 23074 58 10 0 110 1932 36 72954 249898 403 1386 59 22 0 86 5692 72 64239 357312 91 2185 60 0 1 294 0 0 60720 315380 257 NA 61 0 1 322 0 0 60720 315380 177 NA 62 16 0 94 6533 75 126910 364839 85 2198 63 -3 0 400 2126 138 21001 230621 413 222 64 0 1 150 14 1 61016 315877 161 115877 65 10 0 107 3192 60 59831 125390 427 -1243 66 0 1 166 47 3 60720 314882 305 38294 67 73 0 47 4891 217 210568 370837 79 787 68 0 0 182 531 10 71641 330068 120 13007 69 0 1 245 2332 4 72680 324385 131 31096 70 0 1 330 0 0 60720 315380 277 NA 71 1974 0 10 16275 109 47818 1443586 7 11409 72 -129 1 429 9252 48 79510 253537 401 1115 73 28328 0 2 29790 309 81767 4321023 2 13337 74 0 1 235 0 0 60720 315380 204 NA 75 0 0 187 2300 29 64873 352108 97 5245 76 0 1 213 267 32 57640 330059 121 4064 77 0 0 296 382 21 59365 340968 107 6713 78 0 1 218 397 28 60646 317736 152 4205 79 238 1 28 11920 182 31080 209458 419 52 80 3040 0 5 54660 302 126942 1491348 6 4276 81 0 1 138 5 2 60720 314887 304 57443 82 0 1 163 0 0 60720 315380 218 NA 83 0 1 219 0 0 60720 315380 199 NA 84 1 0 125 2647 37 62920 353058 95 4137 85 0 1 216 0 0 60720 315380 201 NA 86 0 0 196 0 0 60720 315380 263 NA 87 0 1 128 94 7 60793 314533 308 16362 88 0 1 223 3 2 60698 315354 296 57677 89 0 1 165 454 51 63261 302187 357 2004 90 0 1 373 227 9 76644 336639 110 15182 91 0 0 324 0 0 60720 315380 245 NA 92 0 1 251 206 9 53110 296702 372 10745 93 1910 1 11 25830 115 245546 1073089 10 7592 94 38 1 62 1528 38 60326 146494 426 -1408 95 0 1 149 271 2 60720 325249 129 62625 96 0 1 270 138 6 69817 331420 117 21903 97 0 1 171 0 0 60720 315380 211 NA 98 0 1 226 278 26 61404 314922 302 4420 99 0 1 276 282 30 62452 320016 141 4001 100 0 1 383 571 80 41477 280398 390 1005 101 17 1 93 2253 99 63593 452469 43 2550 102 0 1 302 290 2 58790 301164 360 50582 103 0 1 385 78 16 62700 317330 154 7333 104 0 1 225 20 2 60805 315576 169 57788 105 0 1 275 0 0 60720 315380 284 NA 106 -366 1 431 18073 180 27284 -7170 429 -1151 107 0 1 220 1866 29 56225 322331 135 4218 108 2964 0 6 42634 156 157214 1629616 5 9164 109 0 1 290 249 62 54323 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0 60720 315380 222 NA 135 0 1 389 72 3 60398 314210 312 38070 136 1 0 210 265 31 60720 306948 346 3450 137 1 194 0 0 60720 315380 186 NA NA 138 0 277 335 33 64175 320398 140 3648 359 139 1 298 0 0 60720 315380 230 NA NA 140 1 356 0 0 60720 315380 269 NA NA 141 0 43 4525 226 93811 501749 37 1335 67 142 1 71 3045 58 27330 202055 422 35 1 143 1 133 0 0 60720 315380 196 NA NA 144 0 212 0 0 60720 315380 206 NA NA 145 0 186 638 14 60370 333210 114 9515 209 146 1 262 0 0 60720 315380 283 NA NA 147 1 378 607 11 60436 322340 134 11122 201 148 0 132 1558 63 55637 369448 80 2690 109 149 1 279 1324 117 67440 291841 381 785 69 150 0 376 0 0 60720 315380 280 NA NA 151 1 267 0 0 60720 315380 282 NA NA 152 1 403 611 8 59190 296919 371 12115 159 153 1 303 0 0 60720 315380 225 NA NA 154 1 388 923 8 58620 309038 337 13630 118 155 0 420 661 3 65920 246541 405 15514 70 156 1 114 2397 14 74020 289513 385 6394 37 157 1 305 366 53 61808 344425 101 2725 394 158 1 346 0 0 60720 315380 181 NA NA 159 0 354 135 2 62065 314210 311 57105 847 160 1 124 1659 29 107577 480382 40 9668 169 161 1 136 316 9 60505 315009 299 12779 364 162 1 130 0 0 60720 315380 197 NA NA 163 0 146 309 11 56535 312878 322 10262 365 164 1 314 49 8 64107 322031 137 15254 2500 165 4519 241 0 0 60720 315380 200 0 0 166 0 49 102129 597793 29 8118 88 163 1 167 61262 0 60720 315380 267 0 1 120 837 168 39039 315688 165 1677 138 4 1 72 5119 169 69465 378525 69 3643 35 31 1 79 1280 170 130140 312378 326 960 88 26 1 99 2564 171 97890 403560 59 9253 79 13 0 108 2045 172 77200 510834 36 15542 152 10 0 119 2234 173 90534 214215 418 888 6 5 1 102 975 174 48522 235133 410 1528 36 13 0 209 1136 175 81125 343613 103 4488 126 0 1 293 453 176 60720 365959 84 7903 366 0 1 211 0 177 60720 315380 210 NA NA 0 1 227 61 178 61686 314551 307 8182 1874 0 1 234 368 179 60720 303230 355 6072 281 0 0 247 0 180 121920 315380 233 NA NA 0 1 49 4901 181 103960 469107 41 3204 55 67 1 88 540 182 60720 354228 94 11016 286 22 1 329 0 183 60720 315380 253 NA NA 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NA NA 0 1 312 365 209 55792 346611 99 1766 402 0 1 183 2461 210 114337 314289 310 2005 46 0 0 18 21950 211 75832 856956 17 1266 30 745 0 126 3294 212 61630 217193 416 748 5 1 1 193 141 213 58580 315366 295 19228 819 0 1 390 572 214 165548 307930 342 6746 189 -1 1 23 13326 215 76403 702380 21 4925 38 436 1 50 2284 216 61656 194493 423 -167 -2 66 0 206 10 217 60720 316155 160 58077 11639 0 1 162 0 218 70184 315380 207 NA NA 0 0 98 1414 219 118881 330546 119 659 92 13 1 75 1975 220 60887 394510 61 5557 98 30 1 134 43 221 60720 312846 323 37615 2613 0 1 180 0 222 60925 315380 190 NA NA 0 1 337 844 223 62969 296139 375 1233 114 0 1 341 304 224 58625 295580 376 6372 314 0 1 154 458 225 102313 297765 368 8888 213 0 1 36 18562 226 60720 377934 72 1148 10 143 1 192 0 227 288170 315380 179 NA NA 0 1 17 7123 228 73007 638830 28 4026 62 769 1 254 622 229 64820 304376 352 1430 168 0 1 374 174 230 301670 307424 344 107424 618 0 1 35 2220 231 56178 644190 26 20190 200 154 1 377 121 232 106113 295370 377 3974 788 0 0 32 11819 233 60720 574339 31 4404 32 199 1 260 0 234 60798 315380 235 NA NA 0 1 274 125 235 70694 310201 332 9183 883 0 1 406 1182 236 56364 327007 124 9770 107 -5 1 116 1503 237 60720 343466 104 3679 95 6 1 320 0 238 60720 315380 274 NA NA 0 1 367 0 239 62045 315380 248 NA NA 0 1 288 30 240 75230 318098 149 29525 3912 0 0 414 3310 241 79285 448243 44 7523 75 -6 1 74 554 242 60720 325738 125 11431 227 30 0 250 0 243 60720 315380 234 NA NA 0 1 224 468 244 52811 312161 328 5341 239 0 1 397 4917 245 35250 243650 406 1039 9 -3 1 417 3256 246 60720 407159 57 3139 64 -8 1 323 0 247 59734 315380 185 NA NA 0 1 340 125 248 60720 317698 153 9054 944 0 1 239 0 249 60722 315380 195 NA NA 0 1 326 22 250 60720 312502 324 56251 5154 0 0 261 0 251 78780 315380 262 NA NA 0 1 357 514 252 60720 322378 133 2353 238 0 0 313 0 253 60720 315380 226 NA NA 0 1 360 0 254 60720 315380 270 NA NA 0 0 272 0 255 60720 315380 285 NA NA 0 1 333 0 256 60720 315380 276 NA NA 0 1 355 0 257 60720 315380 272 NA NA 0 1 362 0 258 88577 315380 268 NA NA 0 1 37 10327 259 96448 640273 27 4838 43 135 1 42 13718 260 50350 345783 100 2390 11 104 1 57 3748 261 49857 652925 25 50325 121 53 1 30 14416 262 69351 439798 48 664 17 220 0 404 1526 263 117869 278990 391 3160 52 -4 0 80 666 264 72683 339836 108 818 210 25 1 422 2844 265 60720 240897 407 610 14 -15 1 297 0 266 61167 315380 229 NA NA 0 1 318 368 267 60720 297141 370 5714 264 0 1 175 0 268 70811 315380 205 NA NA 0 1 285 333 269 60896 331323 118 10102 394 0 1 339 26 270 60720 313880 315 113880 4328 0 1 243 0 271 60720 315380 237 NA NA 0 1 167 0 272 69863 315380 193 NA NA 0 1 411 1303 273 60938 309422 336 1794 84 -5 1 155 20 274 61348 315245 297 38415 5674 0 1 56 2384 275 50804 405972 58 2123 86 54 0 204 203 276 60745 300962 361 3739 498 0 0 178 71 277 59506 316176 159 116176 1646 0 1 295 53 278 58456 302409 356 7315 1932 0 1 396 562 279 60950 283587 389 6430 149 -3 1 393 622 280 60720 263276 398 9039 102 -2 1 135 645 281 61600 312075 329 22415 174 0 0 364 1763 282 60720 308336 340 4514 61 0 1 179 0 283 63915 315380 209 NA NA 0 1 231 317 284 60719 298700 363 10967 311 0 1 319 1 285 59500 315372 293 19229 84213 0 1 191 275 286 60720 318745 146 29686 431 0 1 321 0 287 67939 315380 246 NA NA 0 1 111 936 288 32168 408881 56 6963 223 9 1 29 8568 289 -14545 786690 18 15856 68 223 0 423 11528 290 60720 -83265 431 -4047 -25 -25 0 202 0 291 60720 315380 250 NA NA 0 1 232 738 292 60720 321376 139 12138 164 0 1 266 0 293 64270 315380 281 NA NA 0 1 405 592 294 60951 276898 392 10985 130 -4 1 176 126 295 60743 315547 171 11555 921 0 1 236 2 296 60720 315487 172 115487 52257 0 1 142 0 297 -1710 315380 220 NA NA 0 0 13 18014 298 60720 1405225 8 5043 67 943 0 281 0 299 60720 315380 256 NA NA 0 0 328 0 300 60448 315380 249 NA NA 0 0 9 37704 301 65688 983660 14 1734 21 2167 0 207 63 302 106885 318574 148 29643 1891 0 1 73 1431 303 61360 310768 330 3258 77 30 1 242 94 304 65276 312887 321 37629 1200 0 1 229 192 305 59988 312339 327 28085 586 0 1 317 32 306 117520 314964 301 114964 3603 0 1 44 6869 307 60720 379983 68 1714 26 90 1 349 0 308 60720 315380 176 NA NA 0 1 140 0 309 60722 315380 188 NA NA 0 1 361 1 310 60720 315398 173 28849 172235 0 0 203 0 311 82732 315380 247 NA NA 0 1 255 2328 312 64016 253588 400 570 23 0 0 308 209 313 60890 316647 157 8973 558 0 1 195 28 314 68136 315688 166 57844 4148 0 1 280 176 315 79420 310670 331 3952 629 0 1 415 1920 316 153198 165404 424 -2306 -18 -6 0 3 87550 317 58650 4111912 3 8541 45 17936 1 151 520 318 60720 291650 383 9165 176 0 0 304 0 319 69770 315380 231 NA NA 0 1 421 1013 320 60831 253468 402 26734 53 -14 1 217 15 321 59595 315688 164 14461 7687 0 1 353 587 322 87720 325699 126 10475 214 0 1 58 5371 323 60720 446211 45 3730 46 49 1 359 0 324 114768 315380 251 NA NA 0 1 77 1012 325 60720 368078 82 3576 166 26 1 228 0 326 138971 315380 215 NA NA 0 1 83 876 327 213118 352850 96 2591 174 24 0 1 162556 328 32648 6282154 1 5626 37 56289 1 14 43556 329 83620 227132 414 110 1 929 0 395 3425 330 74015 283910 388 6993 25 -3 1 78 810 331 60720 236761 409 855 45 26 1 190 0 332 60720 315380 184 NA NA 0 0 311 0 333 191778 315380 244 NA NA 0 0 39 2365 334 76114 550608 32 4438 148 120 0 101 1261 335 60720 307528 343 3258 85 13 1 256 0 336 93099 315380 238 NA NA 0 1 123 1585 337 116384 355864 92 1457 98 2 1 24 16189 338 60720 358589 89 538 10 379 1 284 0 339 60720 315380 242 NA NA 0 0 273 0 340 110309 315380 265 NA NA 0 1 121 10579 341 61977 375195 76 1904 17 4 1 214 474 342 60720 288985 386 4449 188 0 1 348 0 343 90262 315380 178 NA NA 0 1 87 3642 344 60720 458343 42 3004 71 22 1 170 0 345 80045 315380 192 NA NA 0 0 200 472 346 61490 269587 397 3479 148 0 1 158 98 347 51252 315236 298 57618 1179 0 1 427 3999 348 60720 42754 428 -5242 -39 -58 1 233 0 349 60720 315380 216 NA NA 0 1 345 621 350 60720 308256 341 2255 174 0 1 375 0 351 60720 315380 266 NA NA 0 1 173 0 352 60798 315380 189 NA NA 0 0 301 30 353 60720 313164 320 28291 3808 0 1 368 0 354 71561 315380 291 NA NA 0 1 106 746 355 60720 269661 396 3029 93 10 0 208 0 356 60720 315380 228 NA NA 0 1 282 0 357 60720 315380 255 NA NA 0 0 249 0 358 60720 315380 260 NA NA 0 1 240 0 359 134759 315380 194 NA NA 0 0 52 4150 360 156608 518365 35 2122 77 66 0 55 4658 361 39625 233773 411 214 7 58 1 84 814 362 56750 301881 358 5660 125 23 1 143 1002 363 87390 298568 364 6571 98 0 0 205 496 364 58990 325479 128 7381 253 0 1 141 389 365 48020 325506 127 8965 322 0 1 12 12679 366 60720 984885 13 7135 62 1871 1 177 400 367 60349 313267 319 745 283 0 1 238 53 368 60720 315793 163 19299 2197 0 1 331 0 369 67038 315380 278 NA NA 0 0 426 5109 370 113761 215362 417 158 3 -31 1 104 576 371 58320 314073 313 6337 198 12 1 409 438 372 62841 298096 366 8918 224 -5 1 292 165 373 79804 325176 130 5216 759 0 1 40 4069 374 62555 207393 420 51 2 119 0 185 23 375 99489 314806 306 22961 4974 0 1 59 1285 376 90131 341340 106 1321 110 49 0 82 4677 377 95350 426280 52 3017 48 24 0 15 24811 378 64245 929118 15 1444 29 822 1 253 167 379 60720 307322 345 53661 642 0 1 342 0 380 69159 315380 187 NA NA 0 1 45 4628 381 65745 387475 64 3024 41 85 1 189 226 382 77623 291787 382 18357 406 0 0 76 1765 383 63346 247060 404 2353 27 28 1 145 460 384 60894 329784 122 8652 282 0 1 144 36 385 58930 315834 162 38611 3215 0 1 408 989 386 60247 304555 350 9505 106 -5 0 96 3055 387 60720 376641 75 4108 58 14 0 265 0 388 60720 315380 288 NA NA 0 1 161 0 389 60720 315380 212 NA NA 0 0 246 0 390 60720 315380 236 NA NA 0 1 237 0 391 60720 315380 202 NA NA 0 1 230 0 392 90829 315380 214 NA NA 0 1 66 13253 393 59818 357760 90 167 12 35 1 244 24 394 60720 315637 168 14455 4772 0 1 153 0 395 60720 315380 208 NA NA 0 0 199 0 396 60720 315380 261 NA NA 0 1 222 0 397 60720 315380 198 NA NA 0 1 363 0 398 59661 315380 289 NA NA 0 1 387 131 399 102725 327071 123 21179 969 0 1 85 514 400 108479 377516 73 11834 346 23 1 103 3366 401 87419 299243 362 1241 29 12 0 60 9327 402 54683 387699 63 1858 20 44 1 309 384 403 122844 309836 333 4993 286 0 1 20 17821 404 62710 444477 46 655 14 643 1 391 397 405 60720 322327 136 12233 308 -1 1 139 897 406 60720 314913 303 22983 128 0 1 370 218 407 87161 315553 170 5503 531 0 0 31 3369 408 101481 688779 23 17456 145 217 1 109 5702 409 128294 321896 138 1998 21 10 1 41 8636 410 62620 301607 359 119 12 108 1 215 534 411 60720 304485 351 14926 196 0 1 332 0 412 60720 315380 275 NA NA 0 0 310 0 413 69980 315380 227 NA NA 0 1 410 726 414 60982 231861 412 10620 44 -5 1 81 1380 415 59635 347385 98 5669 107 25 1 365 180 416 188873 316386 158 10581 647 0 0 53 7285 417 80791 491303 39 2533 40 59 1 67 880 418 60727 261216 399 827 70 34 1 335 1 419 60720 315388 175 57694 117743 0 1 380 0 420 60379 315380 271 NA NA 0 1 334 96 421 37527 313729 316 22746 1188 0 1 95 1889 422 234817 358649 88 3526 84 14 0 8 45187 423 60510 1926517 4 4891 38 2854 1 221 288 424 69206 296656 373 24164 335 0 1 419 1270 425 55830 275311 393 2897 59 -10 1 424 6526 426 60720 -42143 430 -9313 -37 -28 0 327 0 427 72835 315380 252 NA NA 0 1 263 226 428 68060 343929 102 11994 636 0 1 394 694 429 60720 367655 83 20957 241 -2 1 286 0 430 56726 315380 241 NA NA 0 1 283 249 431 60720 313491 317 1576 455 0 1 350 1595 Profit/Cost 1 75 2 53 3 198 4 964 5 14 6 80 7 205 8 3340 9 1052 10 872 11 96 12 56 13 NA 14 30 15 834 16 60 17 381 18 275 19 1037 20 1916 21 NA 22 271 23 NA 24 165 25 128 26 761 27 54 28 31 29 NA 30 330 31 12 32 NA 33 430 34 288 35 22 36 18 37 12458 38 32 39 29 40 42 41 844 42 242 43 123 44 NA 45 258 46 98 47 NA 48 541 49 48 50 329 51 17 52 100 53 60 54 24 55 133 56 21 57 367 58 26 59 28 60 NA 61 NA 62 25 63 14 64 8041 65 -23 66 2432 67 35 68 245 69 53 70 NA 71 76 72 6 73 138 74 NA 75 66 76 487 77 369 78 297 79 1 80 24 81 24814 82 NA 83 NA 84 58 85 NA 86 NA 87 1212 88 36505 89 225 90 603 91 NA 92 469 93 34 94 -35 95 463 96 954 97 NA 98 413 99 425 100 141 101 112 102 348 103 1511 104 5924 105 NA 106 -11 107 66 108 34 109 373 110 280 111 58 112 4 113 NA 114 188 115 NA 116 300 117 69 118 51 119 93 120 105 121 15 122 NA 123 78 124 97 125 11 126 NA 127 221 128 NA 129 3 130 85 131 153 132 NA 133 NA 134 NA 135 1591 136 404 137 0 138 0 139 0 140 0 141 101 142 31 143 0 144 0 145 0 146 0 147 0 148 0 149 0 150 0 151 0 152 -4 153 0 154 0 155 -12 156 6 157 0 158 0 159 0 160 2 161 0 162 0 163 0 164 0 165 34 166 384 167 69 168 49 169 117 170 22 171 20 172 16 173 23 174 32 175 21 176 0 177 14 178 17 179 0 180 84 181 14 182 0 183 0 184 0 185 9 186 4 187 9 188 588 189 0 190 4 191 9 192 0 193 7 194 34 195 0 196 64 197 47 198 0 199 0 200 84 201 0 202 0 203 27 204 0 205 21 206 41 207 0 208 83 209 57 210 519 211 23 212 6 213 16 214 102 215 33 216 2 217 0 218 198 219 35 220 3 221 0 222 78 223 15 224 11 225 155 226 0 227 109 228 73 229 1 230 22 231 24 232 85 233 0 234 12 235 13 236 39 237 0 238 0 239 4 240 33 241 11 242 0 243 21 244 42 245 66 246 0 247 13 248 0 249 2 250 0 251 52 252 0 253 0 254 0 255 0 256 0 257 0 258 91 259 61 260 9 261 361 262 25 263 171 264 67 265 0 266 17 267 0 268 13 269 1 270 0 271 0 272 61 273 3 274 97 275 27 276 1 277 14 278 13 279 7 280 5 281 24 282 0 283 9 284 6 285 4 286 0 287 30 288 37 289 70 290 0 291 10 292 0 293 7 294 10 295 1 296 0 297 239 298 0 299 0 300 452 301 4 302 34 303 3 304 4 305 1 306 105 307 0 308 0 309 4 310 0 311 94 312 13 313 2 314 28 315 15 316 458 317 10 318 0 319 2 320 8 321 12 322 66 323 0 324 47 325 0 326 59 327 1081 328 247 329 12 330 43 331 0 332 0 333 79 334 33 335 0 336 107 337 295 338 0 339 0 340 92 341 20 342 0 343 86 344 0 345 20 346 2 347 30 348 0 349 48 350 0 351 0 352 4 353 0 354 23 355 0 356 0 357 0 358 0 359 150 360 158 361 18 362 15 363 17 364 14 365 110 366 152 367 6 368 0 369 97 370 18 371 11 372 24 373 145 374 5 375 107 376 75 377 505 378 2 379 0 380 62 381 5 382 20 383 15 384 3 385 11 386 43 387 0 388 0 389 0 390 0 391 0 392 947 393 8 394 0 395 0 396 0 397 0 398 6 399 15 400 80 401 101 402 22 403 373 404 10 405 5 406 21 407 28 408 61 409 855 410 7 411 0 412 0 413 3 414 26 415 11 416 115 417 74 418 2 419 0 420 5 421 45 422 353 423 4 424 26 425 26 426 0 427 12 428 8 429 0 430 72 431 17 > k <- length(x[1,]) > df <- as.data.frame(x) > (mylm <- lm(df)) Call: lm(formula = df) Coefficients: (Intercept) Pop Rank Costs 5.241e+04 8.394e-03 -2.424e+00 3.757e-01 Trades Dividends Wealth WRank 2.927e-01 -2.792e-01 -3.446e-02 6.500e-01 `Profit/Trades` `Profit/Cost` 3.609e-01 -2.005e+00 > (mysum <- summary(mylm)) Call: lm(formula = df) Residuals: Min 1Q Median 3Q Max -115967.3 -23234.7 674.6 8873.1 206194.1 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 5.241e+04 2.896e+03 18.097 < 2e-16 *** Pop 8.394e-03 4.208e-03 1.995 0.046968 * Rank -2.424e+00 6.748e-01 -3.592 0.000382 *** Costs 3.757e-01 1.103e-01 3.407 0.000746 *** Trades 2.927e-01 1.275e-01 2.295 0.022404 * Dividends -2.792e-01 3.498e-02 -7.980 2.97e-14 *** Wealth -3.446e-02 6.259e-03 -5.506 7.79e-08 *** WRank 6.500e-01 5.845e-01 1.112 0.266972 `Profit/Trades` 3.609e-01 1.290e-01 2.797 0.005478 ** `Profit/Cost` -2.005e+00 7.654e-01 -2.619 0.009245 ** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 32890 on 306 degrees of freedom (115 observations deleted due to missingness) Multiple R-squared: 0.4513, Adjusted R-squared: 0.4352 F-statistic: 27.97 on 9 and 306 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 + } Error in if (gqarr[mypoint - kp3 + 1, 2] < 0.01) numsignificant1 <- numsignificant1 + : missing value where TRUE/FALSE needed Execution halted