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,0 + ,14.47 + ,0 + ,14.74 + ,0 + ,14.75 + ,0 + ,14.81 + ,0 + ,14.54 + ,0 + ,14.51 + ,0 + ,14.43 + ,1 + ,14.53 + ,3 + ,14.43 + ,8 + ,14.46 + ,0 + ,14.48 + ,0 + ,14.51 + ,0 + ,14.33) + ,dim=c(2 + ,660) + ,dimnames=list(c('hurricanes' + ,'temperature') + ,1:660)) > y <- array(NA,dim=c(2,660),dimnames=list(c('hurricanes','temperature'),1:660)) > for (i in 1:dim(x)[1]) + { + for (j in 1:dim(x)[2]) + { + y[i,j] <- as.numeric(x[i,j]) + } + } > par3 = 'Linear Trend' > par2 = 'Include Monthly Dummies' > par1 = '1' > par3 <- 'Linear Trend' > par2 <- 'Include Monthly Dummies' > par1 <- '1' > #'GNU S' R Code compiled by R2WASP v. 1.2.327 () > #Author: root > #To cite this work: Wessa P., (2013), Multiple Regression (v1.0.29) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_multipleregression.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > # > library(lattice) > library(lmtest) Loading required package: zoo Attaching package: 'zoo' The following objects are masked from 'package:base': as.Date, as.Date.numeric > n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test > par1 <- as.numeric(par1) > x <- t(y) > k <- length(x[1,]) > n <- length(x[,1]) > x1 <- cbind(x[,par1], x[,1:k!=par1]) > mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1]) > colnames(x1) <- mycolnames #colnames(x)[par1] > x <- x1 > if (par3 == 'First Differences'){ + x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep=''))) + for (i in 1:n-1) { + for (j in 1:k) { + x2[i,j] <- x[i+1,j] - x[i,j] + } + } + x <- x2 + } > if (par2 == 'Include Monthly Dummies'){ + x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep =''))) + for (i in 1:11){ + x2[seq(i,n,12),i] <- 1 + } + x <- cbind(x, x2) + } > if (par2 == 'Include Quarterly Dummies'){ + x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep =''))) + for (i in 1:3){ + x2[seq(i,n,4),i] <- 1 + } + x <- cbind(x, x2) + } > k <- length(x[1,]) > if (par3 == 'Linear Trend'){ + x <- cbind(x, c(1:n)) + colnames(x)[k+1] <- 't' + } > x hurricanes temperature M1 M2 M3 M4 M5 M6 M7 M8 M9 M10 M11 t 1 0 14.15 1 0 0 0 0 0 0 0 0 0 0 1 2 0 13.95 0 1 0 0 0 0 0 0 0 0 0 2 3 0 13.96 0 0 1 0 0 0 0 0 0 0 0 3 4 0 13.99 0 0 0 1 0 0 0 0 0 0 0 4 5 1 14.08 0 0 0 0 1 0 0 0 0 0 0 5 6 0 14.03 0 0 0 0 0 1 0 0 0 0 0 6 7 1 13.93 0 0 0 0 0 0 1 0 0 0 0 7 8 2 13.95 0 0 0 0 0 0 0 1 0 0 0 8 9 3 13.94 0 0 0 0 0 0 0 0 1 0 0 9 10 1 14.01 0 0 0 0 0 0 0 0 0 1 0 10 11 1 13.98 0 0 0 0 0 0 0 0 0 0 1 11 12 0 13.84 0 0 0 0 0 0 0 0 0 0 0 12 13 0 14.16 1 0 0 0 0 0 0 0 0 0 0 13 14 0 13.92 0 1 0 0 0 0 0 0 0 0 0 14 15 0 13.97 0 0 1 0 0 0 0 0 0 0 0 15 16 0 14.00 0 0 0 1 0 0 0 0 0 0 0 16 17 0 14.00 0 0 0 0 1 0 0 0 0 0 0 17 18 0 13.87 0 0 0 0 0 1 0 0 0 0 0 18 19 0 13.94 0 0 0 0 0 0 1 0 0 0 0 19 20 3 13.98 0 0 0 0 0 0 0 1 0 0 0 20 21 7 13.95 0 0 0 0 0 0 0 0 1 0 0 21 22 2 14.01 0 0 0 0 0 0 0 0 0 1 0 22 23 1 13.96 0 0 0 0 0 0 0 0 0 0 1 23 24 0 13.88 0 0 0 0 0 0 0 0 0 0 0 24 25 0 13.76 1 0 0 0 0 0 0 0 0 0 0 25 26 0 13.79 0 1 0 0 0 0 0 0 0 0 0 26 27 0 13.97 0 0 1 0 0 0 0 0 0 0 0 27 28 0 13.84 0 0 0 1 0 0 0 0 0 0 0 28 29 0 13.94 0 0 0 0 1 0 0 0 0 0 0 29 30 0 13.97 0 0 0 0 0 1 0 0 0 0 0 30 31 0 13.92 0 0 0 0 0 0 1 0 0 0 0 31 32 4 13.87 0 0 0 0 0 0 0 1 0 0 0 32 33 3 13.90 0 0 0 0 0 0 0 0 1 0 0 33 34 6 13.85 0 0 0 0 0 0 0 0 0 1 0 34 35 0 13.70 0 0 0 0 0 0 0 0 0 0 1 35 36 0 13.87 0 0 0 0 0 0 0 0 0 0 0 36 37 0 13.74 1 0 0 0 0 0 0 0 0 0 0 37 38 0 13.64 0 1 0 0 0 0 0 0 0 0 0 38 39 0 13.83 0 0 1 0 0 0 0 0 0 0 0 39 40 0 13.88 0 0 0 1 0 0 0 0 0 0 0 40 41 1 14.01 0 0 0 0 1 0 0 0 0 0 0 41 42 0 13.98 0 0 0 0 0 1 0 0 0 0 0 42 43 0 14.02 0 0 0 0 0 0 1 0 0 0 0 43 44 3 14.10 0 0 0 0 0 0 0 1 0 0 0 44 45 4 14.11 0 0 0 0 0 0 0 0 1 0 0 45 46 2 14.14 0 0 0 0 0 0 0 0 0 1 0 46 47 0 14.04 0 0 0 0 0 0 0 0 0 0 1 47 48 0 14.19 0 0 0 0 0 0 0 0 0 0 0 48 49 0 14.17 1 0 0 0 0 0 0 0 0 0 0 49 50 1 14.14 0 1 0 0 0 0 0 0 0 0 0 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0 0 0 1 0 0 0 0 0 474 475 0 14.36 0 0 0 0 0 0 1 0 0 0 0 475 476 3 14.18 0 0 0 0 0 0 0 1 0 0 0 476 477 3 14.34 0 0 0 0 0 0 0 0 1 0 0 477 478 1 14.26 0 0 0 0 0 0 0 0 0 1 0 478 479 0 14.22 0 0 0 0 0 0 0 0 0 0 1 479 480 0 14.46 0 0 0 0 0 0 0 0 0 0 0 480 481 0 14.51 1 0 0 0 0 0 0 0 0 0 0 481 482 0 14.32 0 1 0 0 0 0 0 0 0 0 0 482 483 0 14.44 0 0 1 0 0 0 0 0 0 0 0 483 484 0 14.35 0 0 0 1 0 0 0 0 0 0 0 484 485 0 14.30 0 0 0 0 1 0 0 0 0 0 0 485 486 0 14.32 0 0 0 0 0 1 0 0 0 0 0 486 487 0 14.24 0 0 0 0 0 0 1 0 0 0 0 487 488 4 14.27 0 0 0 0 0 0 0 1 0 0 0 488 489 6 14.26 0 0 0 0 0 0 0 0 1 0 0 489 490 1 14.26 0 0 0 0 0 0 0 0 0 1 0 490 491 1 14.05 0 0 0 0 0 0 0 0 0 0 1 491 492 0 14.22 0 0 0 0 0 0 0 0 0 0 0 492 493 0 14.11 1 0 0 0 0 0 0 0 0 0 0 493 494 0 14.25 0 1 0 0 0 0 0 0 0 0 0 494 495 0 14.26 0 0 1 0 0 0 0 0 0 0 0 495 496 0 14.16 0 0 0 1 0 0 0 0 0 0 0 496 497 0 14.07 0 0 0 0 1 0 0 0 0 0 0 497 498 1 14.06 0 0 0 0 0 1 0 0 0 0 0 498 499 3 14.22 0 0 0 0 0 0 1 0 0 0 0 499 500 3 14.24 0 0 0 0 0 0 0 1 0 0 0 500 501 2 14.25 0 0 0 0 0 0 0 0 1 0 0 501 502 1 14.23 0 0 0 0 0 0 0 0 0 1 0 502 503 1 14.14 0 0 0 0 0 0 0 0 0 0 1 503 504 0 14.29 0 0 0 0 0 0 0 0 0 0 0 504 505 0 14.33 1 0 0 0 0 0 0 0 0 0 0 505 506 0 14.34 0 1 0 0 0 0 0 0 0 0 0 506 507 0 14.65 0 0 1 0 0 0 0 0 0 0 0 507 508 0 14.43 0 0 0 1 0 0 0 0 0 0 0 508 509 0 14.32 0 0 0 0 1 0 0 0 0 0 0 509 510 0 14.31 0 0 0 0 0 1 0 0 0 0 0 510 511 3 14.34 0 0 0 0 0 0 1 0 0 0 0 511 512 5 14.28 0 0 0 0 0 0 0 1 0 0 0 512 513 2 14.23 0 0 0 0 0 0 0 0 1 0 0 513 514 4 14.40 0 0 0 0 0 0 0 0 0 1 0 514 515 0 14.45 0 0 0 0 0 0 0 0 0 0 1 515 516 0 14.39 0 0 0 0 0 0 0 0 0 0 0 516 517 0 14.35 1 0 0 0 0 0 0 0 0 0 0 517 518 0 14.43 0 1 0 0 0 0 0 0 0 0 0 518 519 0 14.29 0 0 1 0 0 0 0 0 0 0 0 519 520 0 14.41 0 0 0 1 0 0 0 0 0 0 0 520 521 0 14.31 0 0 0 0 1 0 0 0 0 0 0 521 522 1 14.42 0 0 0 0 0 1 0 0 0 0 0 522 523 0 14.43 0 0 0 0 0 0 1 0 0 0 0 523 524 1 14.30 0 0 0 0 0 0 0 1 0 0 0 524 525 3 14.36 0 0 0 0 0 0 0 0 1 0 0 525 526 3 14.22 0 0 0 0 0 0 0 0 0 1 0 526 527 0 14.16 0 0 0 0 0 0 0 0 0 0 1 527 528 0 14.20 0 0 0 0 0 0 0 0 0 0 0 528 529 0 14.38 1 0 0 0 0 0 0 0 0 0 0 529 530 0 14.37 0 1 0 0 0 0 0 0 0 0 0 530 531 0 14.34 0 0 1 0 0 0 0 0 0 0 0 531 532 1 14.19 0 0 0 1 0 0 0 0 0 0 0 532 533 0 14.22 0 0 0 0 1 0 0 0 0 0 0 533 534 0 14.15 0 0 0 0 0 1 0 0 0 0 0 534 535 0 14.00 0 0 0 0 0 0 1 0 0 0 0 535 536 1 14.01 0 0 0 0 0 0 0 1 0 0 0 536 537 4 13.94 0 0 0 0 0 0 0 0 1 0 0 537 538 1 14.00 0 0 0 0 0 0 0 0 0 1 0 538 539 0 13.93 0 0 0 0 0 0 0 0 0 0 1 539 540 0 14.13 0 0 0 0 0 0 0 0 0 0 0 540 541 0 14.28 1 0 0 0 0 0 0 0 0 0 0 541 542 0 14.26 0 1 0 0 0 0 0 0 0 0 0 542 543 0 14.30 0 0 1 0 0 0 0 0 0 0 0 543 544 0 14.18 0 0 0 1 0 0 0 0 0 0 0 544 545 0 14.18 0 0 0 0 1 0 0 0 0 0 0 545 546 1 14.10 0 0 0 0 0 1 0 0 0 0 0 546 547 0 14.09 0 0 0 0 0 0 1 0 0 0 0 547 548 4 14.03 0 0 0 0 0 0 0 1 0 0 0 548 549 3 14.02 0 0 0 0 0 0 0 0 1 0 0 549 550 0 14.16 0 0 0 0 0 0 0 0 0 1 0 550 551 0 14.00 0 0 0 0 0 0 0 0 0 0 1 551 552 0 14.14 0 0 0 0 0 0 0 0 0 0 0 552 553 0 14.28 1 0 0 0 0 0 0 0 0 0 0 553 554 0 13.94 0 1 0 0 0 0 0 0 0 0 0 554 555 0 14.25 0 0 1 0 0 0 0 0 0 0 0 555 556 0 14.26 0 0 0 1 0 0 0 0 0 0 0 556 557 0 14.22 0 0 0 0 1 0 0 0 0 0 0 557 558 1 14.29 0 0 0 0 0 1 0 0 0 0 0 558 559 0 14.20 0 0 0 0 0 0 1 0 0 0 0 559 560 2 14.19 0 0 0 0 0 0 0 1 0 0 0 560 561 2 14.25 0 0 0 0 0 0 0 0 1 0 0 561 562 0 14.38 0 0 0 0 0 0 0 0 0 1 0 562 563 2 14.37 0 0 0 0 0 0 0 0 0 0 1 563 564 0 14.29 0 0 0 0 0 0 0 0 0 0 0 564 565 0 14.44 1 0 0 0 0 0 0 0 0 0 0 565 566 0 14.70 0 1 0 0 0 0 0 0 0 0 0 566 567 0 14.44 0 0 1 0 0 0 0 0 0 0 0 567 568 0 14.34 0 0 0 1 0 0 0 0 0 0 0 568 569 0 14.11 0 0 0 0 1 0 0 0 0 0 0 569 570 1 14.33 0 0 0 0 0 1 0 0 0 0 0 570 571 5 14.46 0 0 0 0 0 0 1 0 0 0 0 571 572 7 14.37 0 0 0 0 0 0 0 1 0 0 0 572 573 3 14.24 0 0 0 0 0 0 0 0 1 0 0 573 574 4 14.42 0 0 0 0 0 0 0 0 0 1 0 574 575 0 14.37 0 0 0 0 0 0 0 0 0 0 1 575 576 0 14.26 0 0 0 0 0 0 0 0 0 0 0 576 577 0 14.23 1 0 0 0 0 0 0 0 0 0 0 577 578 0 14.43 0 1 0 0 0 0 0 0 0 0 0 578 579 0 14.25 0 0 1 0 0 0 0 0 0 0 0 579 580 0 14.20 0 0 0 1 0 0 0 0 0 0 0 580 581 0 14.21 0 0 0 0 1 0 0 0 0 0 0 581 582 1 14.18 0 0 0 0 0 1 0 0 0 0 0 582 583 2 14.30 0 0 0 0 0 0 1 0 0 0 0 583 584 4 14.32 0 0 0 0 0 0 0 1 0 0 0 584 585 2 14.16 0 0 0 0 0 0 0 0 1 0 0 585 586 3 14.15 0 0 0 0 0 0 0 0 0 1 0 586 587 1 14.28 0 0 0 0 0 0 0 0 0 0 1 587 588 0 14.31 0 0 0 0 0 0 0 0 0 0 0 588 589 0 14.27 1 0 0 0 0 0 0 0 0 0 0 589 590 0 14.31 0 1 0 0 0 0 0 0 0 0 0 590 591 0 14.46 0 0 1 0 0 0 0 0 0 0 0 591 592 0 14.33 0 0 0 1 0 0 0 0 0 0 0 592 593 0 14.31 0 0 0 0 1 0 0 0 0 0 0 593 594 1 14.43 0 0 0 0 0 1 0 0 0 0 0 594 595 3 14.28 0 0 0 0 0 0 1 0 0 0 0 595 596 0 14.36 0 0 0 0 0 0 0 1 0 0 0 596 597 1 14.45 0 0 0 0 0 0 0 0 1 0 0 597 598 2 14.50 0 0 0 0 0 0 0 0 0 1 0 598 599 0 14.55 0 0 0 0 0 0 0 0 0 0 1 599 600 0 14.53 0 0 0 0 0 0 0 0 0 0 0 600 601 0 14.55 1 0 0 0 0 0 0 0 0 0 0 601 602 0 14.83 0 1 0 0 0 0 0 0 0 0 0 602 603 0 14.56 0 0 1 0 0 0 0 0 0 0 0 603 604 0 14.58 0 0 0 1 0 0 0 0 0 0 0 604 605 0 14.59 0 0 0 0 1 0 0 0 0 0 0 605 606 0 14.59 0 0 0 0 0 1 0 0 0 0 0 606 607 1 14.67 0 0 0 0 0 0 1 0 0 0 0 607 608 4 14.60 0 0 0 0 0 0 0 1 0 0 0 608 609 6 14.43 0 0 0 0 0 0 0 0 1 0 0 609 610 1 14.42 0 0 0 0 0 0 0 0 0 1 0 610 611 1 14.40 0 0 0 0 0 0 0 0 0 0 1 611 612 0 14.51 0 0 0 0 0 0 0 0 0 0 0 612 613 0 14.45 1 0 0 0 0 0 0 0 0 0 0 613 614 0 14.64 0 1 0 0 0 0 0 0 0 0 0 614 615 0 14.27 0 0 1 0 0 0 0 0 0 0 0 615 616 0 14.28 0 0 0 1 0 0 0 0 0 0 0 616 617 0 14.23 0 0 0 0 1 0 0 0 0 0 0 617 618 1 14.28 0 0 0 0 0 1 0 0 0 0 0 618 619 0 14.26 0 0 0 0 0 0 1 0 0 0 0 619 620 4 14.27 0 0 0 0 0 0 0 1 0 0 0 620 621 3 14.25 0 0 0 0 0 0 0 0 1 0 0 621 622 3 14.30 0 0 0 0 0 0 0 0 0 1 0 622 623 1 14.32 0 0 0 0 0 0 0 0 0 0 1 623 624 0 14.37 0 0 0 0 0 0 0 0 0 0 0 624 625 0 14.21 1 0 0 0 0 0 0 0 0 0 0 625 626 0 14.49 0 1 0 0 0 0 0 0 0 0 0 626 627 0 14.46 0 0 1 0 0 0 0 0 0 0 0 627 628 0 14.50 0 0 0 1 0 0 0 0 0 0 0 628 629 0 14.30 0 0 0 0 1 0 0 0 0 0 0 629 630 0 14.31 0 0 0 0 0 1 0 0 0 0 0 630 631 0 14.28 0 0 0 0 0 0 1 0 0 0 0 631 632 4 14.37 0 0 0 0 0 0 0 1 0 0 0 632 633 7 14.29 0 0 0 0 0 0 0 0 1 0 0 633 634 4 14.21 0 0 0 0 0 0 0 0 0 1 0 634 635 0 14.21 0 0 0 0 0 0 0 0 0 0 1 635 636 0 14.19 0 0 0 0 0 0 0 0 0 0 0 636 637 0 14.38 1 0 0 0 0 0 0 0 0 0 0 637 638 0 14.40 0 1 0 0 0 0 0 0 0 0 0 638 639 0 14.56 0 0 1 0 0 0 0 0 0 0 0 639 640 0 14.42 0 0 0 1 0 0 0 0 0 0 0 640 641 0 14.47 0 0 0 0 1 0 0 0 0 0 0 641 642 1 14.45 0 0 0 0 0 1 0 0 0 0 0 642 643 1 14.46 0 0 0 0 0 0 1 0 0 0 0 643 644 3 14.45 0 0 0 0 0 0 0 1 0 0 0 644 645 5 14.45 0 0 0 0 0 0 0 0 1 0 0 645 646 5 14.43 0 0 0 0 0 0 0 0 0 1 0 646 647 2 14.68 0 0 0 0 0 0 0 0 0 0 1 647 648 0 14.47 0 0 0 0 0 0 0 0 0 0 0 648 649 0 14.74 1 0 0 0 0 0 0 0 0 0 0 649 650 0 14.75 0 1 0 0 0 0 0 0 0 0 0 650 651 0 14.81 0 0 1 0 0 0 0 0 0 0 0 651 652 0 14.54 0 0 0 1 0 0 0 0 0 0 0 652 653 0 14.51 0 0 0 0 1 0 0 0 0 0 0 653 654 0 14.43 0 0 0 0 0 1 0 0 0 0 0 654 655 1 14.53 0 0 0 0 0 0 1 0 0 0 0 655 656 3 14.43 0 0 0 0 0 0 0 1 0 0 0 656 657 8 14.46 0 0 0 0 0 0 0 0 1 0 0 657 658 0 14.48 0 0 0 0 0 0 0 0 0 1 0 658 659 0 14.51 0 0 0 0 0 0 0 0 0 0 1 659 660 0 14.33 0 0 0 0 0 0 0 0 0 0 0 660 > k <- length(x[1,]) > df <- as.data.frame(x) > (mylm <- lm(df)) Call: lm(formula = df) Coefficients: (Intercept) temperature M1 M2 M3 M4 -4.444e+00 3.312e-01 -1.922e-01 -2.305e-01 -2.484e-01 -2.261e-01 M5 M6 M7 M8 M9 M10 -8.967e-02 2.404e-01 5.482e-01 2.313e+00 3.023e+00 1.494e+00 M11 t 6.423e-01 2.264e-05 > (mysum <- summary(mylm)) Call: lm(formula = df) Residuals: Min 1Q Median 3Q Max -3.2553 -0.3906 -0.0684 0.1192 5.1478 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -4.444e+00 3.684e+00 -1.206 0.228087 temperature 3.312e-01 2.652e-01 1.249 0.212217 M1 -1.922e-01 1.875e-01 -1.025 0.305888 M2 -2.305e-01 1.876e-01 -1.228 0.219713 M3 -2.484e-01 1.876e-01 -1.324 0.185935 M4 -2.261e-01 1.874e-01 -1.206 0.228130 M5 -8.967e-02 1.872e-01 -0.479 0.632168 M6 2.404e-01 1.872e-01 1.284 0.199613 M7 5.482e-01 1.872e-01 2.928 0.003532 ** M8 2.313e+00 1.872e-01 12.351 < 2e-16 *** M9 3.023e+00 1.873e-01 16.144 < 2e-16 *** M10 1.494e+00 1.872e-01 7.979 6.74e-15 *** M11 6.423e-01 1.873e-01 3.430 0.000642 *** t 2.264e-05 2.715e-04 0.083 0.933576 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 0.9818 on 646 degrees of freedom Multiple R-squared: 0.539, Adjusted R-squared: 0.5298 F-statistic: 58.11 on 13 and 646 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,] 5.553781e-03 1.110756e-02 0.994446219 [2,] 1.653552e-02 3.307104e-02 0.983464482 [3,] 1.832541e-02 3.665083e-02 0.981674587 [4,] 3.159239e-02 6.318478e-02 0.968407609 [5,] 7.146376e-01 5.707248e-01 0.285362414 [6,] 6.304646e-01 7.390708e-01 0.369535398 [7,] 5.393921e-01 9.212158e-01 0.460607898 [8,] 4.680491e-01 9.360981e-01 0.531950936 [9,] 4.034689e-01 8.069378e-01 0.596531095 [10,] 3.242584e-01 6.485168e-01 0.675741606 [11,] 2.649898e-01 5.299795e-01 0.735010242 [12,] 2.020692e-01 4.041384e-01 0.797930791 [13,] 1.692480e-01 3.384961e-01 0.830751967 [14,] 1.285169e-01 2.570338e-01 0.871483113 [15,] 1.077149e-01 2.154298e-01 0.892285107 [16,] 1.311361e-01 2.622723e-01 0.868863868 [17,] 2.583058e-01 5.166116e-01 0.741694200 [18,] 8.860923e-01 2.278154e-01 0.113907694 [19,] 8.887363e-01 2.225273e-01 0.111263661 [20,] 8.591684e-01 2.816632e-01 0.140831615 [21,] 8.256346e-01 3.487308e-01 0.174365402 [22,] 7.875002e-01 4.249996e-01 0.212499806 [23,] 7.457266e-01 5.085468e-01 0.254273383 [24,] 7.006787e-01 5.986426e-01 0.299321293 [25,] 6.576170e-01 6.847660e-01 0.342382979 [26,] 6.097314e-01 7.805372e-01 0.390268603 [27,] 5.710197e-01 8.579606e-01 0.428980302 [28,] 5.195450e-01 9.609100e-01 0.480454988 [29,] 4.755952e-01 9.511903e-01 0.524404848 [30,] 4.593303e-01 9.186607e-01 0.540669661 [31,] 4.204427e-01 8.408855e-01 0.579557265 [32,] 3.750760e-01 7.501521e-01 0.624923968 [33,] 3.289947e-01 6.579894e-01 0.671005299 [34,] 3.329159e-01 6.658318e-01 0.667084092 [35,] 2.897017e-01 5.794034e-01 0.710298298 [36,] 2.492377e-01 4.984754e-01 0.750762301 [37,] 2.223929e-01 4.447858e-01 0.777607104 [38,] 1.885251e-01 3.770503e-01 0.811474873 [39,] 1.607495e-01 3.214989e-01 0.839250533 [40,] 1.572057e-01 3.144114e-01 0.842794280 [41,] 2.593968e-01 5.187936e-01 0.740603217 [42,] 2.366817e-01 4.733633e-01 0.763318349 [43,] 2.091207e-01 4.182415e-01 0.790879265 [44,] 1.787128e-01 3.574256e-01 0.821287185 [45,] 1.521663e-01 3.043326e-01 0.847833694 [46,] 1.277234e-01 2.554467e-01 0.872276635 [47,] 1.073596e-01 2.147191e-01 0.892640447 [48,] 8.923451e-02 1.784690e-01 0.910765494 [49,] 8.203239e-02 1.640648e-01 0.917967607 [50,] 6.725345e-02 1.345069e-01 0.932746555 [51,] 5.498288e-02 1.099658e-01 0.945017118 [52,] 4.519389e-02 9.038779e-02 0.954806105 [53,] 3.975605e-02 7.951210e-02 0.960243952 [54,] 5.644683e-02 1.128937e-01 0.943553171 [55,] 4.987916e-02 9.975831e-02 0.950120844 [56,] 5.115310e-02 1.023062e-01 0.948846905 [57,] 4.130383e-02 8.260766e-02 0.958696171 [58,] 3.328148e-02 6.656297e-02 0.966718516 [59,] 2.645644e-02 5.291288e-02 0.973543560 [60,] 2.086749e-02 4.173498e-02 0.979132511 [61,] 1.743728e-02 3.487456e-02 0.982562722 [62,] 1.748146e-02 3.496293e-02 0.982518537 [63,] 1.566787e-02 3.133573e-02 0.984332134 [64,] 1.501213e-02 3.002425e-02 0.984987874 [65,] 1.217874e-02 2.435748e-02 0.987821262 [66,] 2.145611e-02 4.291222e-02 0.978543889 [67,] 1.821385e-02 3.642770e-02 0.981786151 [68,] 1.716091e-02 3.432183e-02 0.982839086 [69,] 1.352161e-02 2.704322e-02 0.986478389 [70,] 1.064690e-02 2.129380e-02 0.989353099 [71,] 8.284473e-03 1.656895e-02 0.991715527 [72,] 6.399079e-03 1.279816e-02 0.993600921 [73,] 5.172704e-03 1.034541e-02 0.994827296 [74,] 3.979996e-03 7.959993e-03 0.996020004 [75,] 3.509242e-03 7.018484e-03 0.996490758 [76,] 4.489351e-03 8.978702e-03 0.995510649 [77,] 5.696601e-03 1.139320e-02 0.994303399 [78,] 4.944033e-03 9.888067e-03 0.995055967 [79,] 4.297351e-03 8.594702e-03 0.995702649 [80,] 3.390884e-03 6.781768e-03 0.996609116 [81,] 2.585334e-03 5.170669e-03 0.997414666 [82,] 1.974040e-03 3.948079e-03 0.998025960 [83,] 1.487786e-03 2.975572e-03 0.998512214 [84,] 1.114107e-03 2.228214e-03 0.998885893 [85,] 8.689691e-04 1.737938e-03 0.999131031 [86,] 8.232129e-04 1.646426e-03 0.999176787 [87,] 6.804087e-04 1.360817e-03 0.999319591 [88,] 1.586314e-03 3.172627e-03 0.998413686 [89,] 1.469573e-03 2.939146e-03 0.998530427 [90,] 1.976260e-03 3.952521e-03 0.998023740 [91,] 1.612783e-03 3.225567e-03 0.998387217 [92,] 1.236197e-03 2.472394e-03 0.998763803 [93,] 9.351715e-04 1.870343e-03 0.999064828 [94,] 7.036532e-04 1.407306e-03 0.999296347 [95,] 5.256455e-04 1.051291e-03 0.999474355 [96,] 3.903637e-04 7.807274e-04 0.999609636 [97,] 2.974697e-04 5.949394e-04 0.999702530 [98,] 6.239585e-04 1.247917e-03 0.999376041 [99,] 5.086878e-04 1.017376e-03 0.999491312 [100,] 9.313469e-04 1.862694e-03 0.999068653 [101,] 8.176837e-04 1.635367e-03 0.999182316 [102,] 9.583257e-04 1.916651e-03 0.999041674 [103,] 7.774270e-04 1.554854e-03 0.999222573 [104,] 5.928372e-04 1.185674e-03 0.999407163 [105,] 4.469677e-04 8.939354e-04 0.999553032 [106,] 3.349597e-04 6.699194e-04 0.999665040 [107,] 2.506757e-04 5.013514e-04 0.999749324 [108,] 1.868558e-04 3.737117e-04 0.999813144 [109,] 1.394333e-04 2.788666e-04 0.999860567 [110,] 1.240228e-04 2.480457e-04 0.999875977 [111,] 9.622702e-05 1.924540e-04 0.999903773 [112,] 1.791925e-04 3.583849e-04 0.999820808 [113,] 1.448365e-04 2.896730e-04 0.999855164 [114,] 1.585588e-04 3.171177e-04 0.999841441 [115,] 1.251192e-04 2.502384e-04 0.999874881 [116,] 9.274268e-05 1.854854e-04 0.999907257 [117,] 6.842333e-05 1.368467e-04 0.999931577 [118,] 5.003950e-05 1.000790e-04 0.999949960 [119,] 3.646925e-05 7.293850e-05 0.999963531 [120,] 2.647231e-05 5.294462e-05 0.999973528 [121,] 2.541489e-05 5.082978e-05 0.999974585 [122,] 5.046068e-05 1.009214e-04 0.999949539 [123,] 4.290059e-05 8.580118e-05 0.999957099 [124,] 7.531201e-05 1.506240e-04 0.999924688 [125,] 6.293152e-05 1.258630e-04 0.999937068 [126,] 4.692772e-05 9.385544e-05 0.999953072 [127,] 3.637438e-05 7.274876e-05 0.999963626 [128,] 2.665067e-05 5.330133e-05 0.999973349 [129,] 1.949863e-05 3.899725e-05 0.999980501 [130,] 1.412750e-05 2.825500e-05 0.999985872 [131,] 1.033701e-05 2.067402e-05 0.999989663 [132,] 7.472410e-06 1.494482e-05 0.999992528 [133,] 5.415592e-06 1.083118e-05 0.999994584 [134,] 4.362018e-06 8.724036e-06 0.999995638 [135,] 8.953725e-06 1.790745e-05 0.999991046 [136,] 6.931201e-06 1.386240e-05 0.999993069 [137,] 1.241531e-05 2.483062e-05 0.999987585 [138,] 3.464364e-05 6.928728e-05 0.999965356 [139,] 2.693850e-05 5.387699e-05 0.999973062 [140,] 1.986695e-05 3.973389e-05 0.999980133 [141,] 1.466530e-05 2.933060e-05 0.999985335 [142,] 1.070037e-05 2.140073e-05 0.999989300 [143,] 7.802247e-06 1.560449e-05 0.999992198 [144,] 5.671918e-06 1.134384e-05 0.999994328 [145,] 4.135483e-06 8.270965e-06 0.999995865 [146,] 3.238906e-06 6.477812e-06 0.999996761 [147,] 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1.285849e-01 2.571699e-01 0.871415073 [412,] 1.233071e-01 2.466142e-01 0.876692919 [413,] 1.342685e-01 2.685371e-01 0.865731471 [414,] 1.581496e-01 3.162991e-01 0.841850435 [415,] 1.512730e-01 3.025461e-01 0.848726955 [416,] 1.383086e-01 2.766172e-01 0.861691388 [417,] 1.258822e-01 2.517644e-01 0.874117795 [418,] 1.144894e-01 2.289787e-01 0.885510629 [419,] 1.037517e-01 2.075034e-01 0.896248285 [420,] 9.372269e-02 1.874454e-01 0.906277308 [421,] 8.436608e-02 1.687322e-01 0.915633918 [422,] 7.657438e-02 1.531488e-01 0.923425621 [423,] 7.400705e-02 1.480141e-01 0.925992949 [424,] 8.264022e-02 1.652804e-01 0.917359780 [425,] 1.598238e-01 3.196477e-01 0.840176154 [426,] 1.516037e-01 3.032074e-01 0.848396325 [427,] 1.417554e-01 2.835109e-01 0.858244558 [428,] 1.470852e-01 2.941703e-01 0.852914833 [429,] 1.344105e-01 2.688210e-01 0.865589520 [430,] 1.233760e-01 2.467519e-01 0.876624046 [431,] 1.123066e-01 2.246132e-01 0.887693392 [432,] 1.016478e-01 2.032955e-01 0.898352239 [433,] 9.191132e-02 1.838226e-01 0.908088677 [434,] 8.351309e-02 1.670262e-01 0.916486907 [435,] 9.050204e-02 1.810041e-01 0.909497964 [436,] 8.311150e-02 1.662230e-01 0.916888504 [437,] 7.477966e-02 1.495593e-01 0.925220345 [438,] 6.778268e-02 1.355654e-01 0.932217324 [439,] 6.301767e-02 1.260353e-01 0.936982334 [440,] 5.663472e-02 1.132694e-01 0.943365280 [441,] 5.031295e-02 1.006259e-01 0.949687049 [442,] 4.460476e-02 8.920953e-02 0.955395235 [443,] 3.946800e-02 7.893600e-02 0.960532000 [444,] 3.472554e-02 6.945109e-02 0.965274456 [445,] 3.059085e-02 6.118169e-02 0.969409153 [446,] 3.986353e-02 7.972707e-02 0.960136467 [447,] 3.743718e-02 7.487436e-02 0.962562818 [448,] 4.769423e-02 9.538846e-02 0.952305768 [449,] 5.174681e-02 1.034936e-01 0.948253190 [450,] 6.503968e-02 1.300794e-01 0.934960322 [451,] 6.022530e-02 1.204506e-01 0.939774703 [452,] 5.375210e-02 1.075042e-01 0.946247901 [453,] 4.754275e-02 9.508550e-02 0.952457250 [454,] 4.184011e-02 8.368022e-02 0.958159890 [455,] 3.695427e-02 7.390855e-02 0.963045727 [456,] 3.230923e-02 6.461845e-02 0.967690774 [457,] 2.820802e-02 5.641603e-02 0.971791985 [458,] 2.495695e-02 4.991390e-02 0.975043048 [459,] 2.474112e-02 4.948224e-02 0.975258882 [460,] 2.203185e-02 4.406370e-02 0.977968148 [461,] 1.995048e-02 3.990096e-02 0.980049521 [462,] 1.913609e-02 3.827218e-02 0.980863909 [463,] 1.745037e-02 3.490074e-02 0.982549631 [464,] 1.495961e-02 2.991922e-02 0.985040391 [465,] 1.274574e-02 2.549148e-02 0.987254258 [466,] 1.085187e-02 2.170375e-02 0.989148127 [467,] 9.185558e-03 1.837112e-02 0.990814442 [468,] 7.741149e-03 1.548230e-02 0.992258851 [469,] 6.504572e-03 1.300914e-02 0.993495428 [470,] 5.680159e-03 1.136032e-02 0.994319841 [471,] 5.732295e-03 1.146459e-02 0.994267705 [472,] 6.255350e-03 1.251070e-02 0.993744650 [473,] 1.618337e-02 3.236674e-02 0.983816629 [474,] 1.572896e-02 3.145792e-02 0.984271038 [475,] 1.412546e-02 2.825093e-02 0.985874537 [476,] 1.206046e-02 2.412092e-02 0.987939542 [477,] 1.028651e-02 2.057301e-02 0.989713493 [478,] 8.721552e-03 1.744310e-02 0.991278448 [479,] 7.361533e-03 1.472307e-02 0.992638467 [480,] 6.173157e-03 1.234631e-02 0.993826843 [481,] 5.193196e-03 1.038639e-02 0.994806804 [482,] 4.679492e-03 9.358985e-03 0.995320508 [483,] 8.568563e-03 1.713713e-02 0.991431437 [484,] 7.357163e-03 1.471433e-02 0.992642837 [485,] 8.765279e-03 1.753056e-02 0.991234721 [486,] 8.592515e-03 1.718503e-02 0.991407485 [487,] 7.647896e-03 1.529579e-02 0.992352104 [488,] 6.411579e-03 1.282316e-02 0.993588421 [489,] 5.336638e-03 1.067328e-02 0.994663362 [490,] 4.437054e-03 8.874108e-03 0.995562946 [491,] 3.653473e-03 7.306947e-03 0.996346527 [492,] 2.993831e-03 5.987661e-03 0.997006169 [493,] 2.448919e-03 4.897838e-03 0.997551081 [494,] 2.082053e-03 4.164105e-03 0.997917947 [495,] 4.022381e-03 8.044761e-03 0.995977619 [496,] 8.345862e-03 1.669172e-02 0.991654138 [497,] 1.027880e-02 2.055760e-02 0.989721198 [498,] 1.766054e-02 3.532108e-02 0.982339461 [499,] 1.585435e-02 3.170870e-02 0.984145649 [500,] 1.346537e-02 2.693075e-02 0.986534627 [501,] 1.137482e-02 2.274964e-02 0.988625181 [502,] 9.572071e-03 1.914414e-02 0.990427929 [503,] 8.056047e-03 1.611209e-02 0.991943953 [504,] 6.681482e-03 1.336296e-02 0.993318518 [505,] 5.558199e-03 1.111640e-02 0.994441801 [506,] 4.844566e-03 9.689132e-03 0.995155434 [507,] 4.599329e-03 9.198658e-03 0.995400671 [508,] 7.155078e-03 1.431016e-02 0.992844922 [509,] 6.583393e-03 1.316679e-02 0.993416607 [510,] 6.986401e-03 1.397280e-02 0.993013599 [511,] 6.072590e-03 1.214518e-02 0.993927410 [512,] 5.032183e-03 1.006437e-02 0.994967817 [513,] 4.115679e-03 8.231359e-03 0.995884321 [514,] 3.364042e-03 6.728084e-03 0.996635958 [515,] 2.736789e-03 5.473579e-03 0.997263211 [516,] 2.948476e-03 5.896951e-03 0.997051524 [517,] 2.398335e-03 4.796669e-03 0.997601665 [518,] 1.973879e-03 3.947758e-03 0.998026121 [519,] 1.795966e-03 3.591932e-03 0.998204034 [520,] 3.033543e-03 6.067087e-03 0.996966457 [521,] 2.598544e-03 5.197089e-03 0.997401456 [522,] 2.358385e-03 4.716769e-03 0.997641615 [523,] 1.986663e-03 3.973326e-03 0.998013337 [524,] 1.596491e-03 3.192981e-03 0.998403509 [525,] 1.268051e-03 2.536102e-03 0.998731949 [526,] 1.006387e-03 2.012775e-03 0.998993613 [527,] 7.925531e-04 1.585106e-03 0.999207447 [528,] 6.223202e-04 1.244640e-03 0.999377680 [529,] 4.857836e-04 9.715673e-04 0.999514216 [530,] 4.082619e-04 8.165237e-04 0.999591738 [531,] 3.980569e-04 7.961137e-04 0.999601943 [532,] 4.090212e-04 8.180424e-04 0.999590979 [533,] 3.486594e-04 6.973189e-04 0.999651341 [534,] 7.078680e-04 1.415736e-03 0.999292132 [535,] 5.947580e-04 1.189516e-03 0.999405242 [536,] 4.597348e-04 9.194697e-04 0.999540265 [537,] 3.516124e-04 7.032249e-04 0.999648388 [538,] 2.713918e-04 5.427836e-04 0.999728608 [539,] 2.058015e-04 4.116030e-04 0.999794199 [540,] 1.548170e-04 3.096340e-04 0.999845183 [541,] 1.158369e-04 2.316738e-04 0.999884163 [542,] 9.209572e-05 1.841914e-04 0.999907904 [543,] 1.029396e-04 2.058792e-04 0.999897060 [544,] 1.169849e-04 2.339698e-04 0.999883015 [545,] 2.577227e-04 5.154453e-04 0.999742277 [546,] 9.384071e-04 1.876814e-03 0.999061593 [547,] 1.020197e-03 2.040394e-03 0.998979803 [548,] 7.826199e-04 1.565240e-03 0.999217380 [549,] 5.954984e-04 1.190997e-03 0.999404502 [550,] 4.510987e-04 9.021973e-04 0.999548901 [551,] 3.384166e-04 6.768333e-04 0.999661583 [552,] 2.520535e-04 5.041071e-04 0.999747946 [553,] 1.863317e-04 3.726634e-04 0.999813668 [554,] 1.429133e-04 2.858266e-04 0.999857087 [555,] 3.731486e-03 7.462973e-03 0.996268514 [556,] 5.883353e-02 1.176671e-01 0.941166468 [557,] 6.250063e-02 1.250013e-01 0.937499374 [558,] 8.372071e-02 1.674414e-01 0.916279293 [559,] 7.459720e-02 1.491944e-01 0.925402804 [560,] 6.358436e-02 1.271687e-01 0.936415644 [561,] 5.361453e-02 1.072291e-01 0.946385474 [562,] 4.494468e-02 8.988935e-02 0.955055324 [563,] 3.735526e-02 7.471053e-02 0.962644737 [564,] 3.084428e-02 6.168855e-02 0.969155724 [565,] 2.532497e-02 5.064994e-02 0.974675030 [566,] 2.228370e-02 4.456740e-02 0.977716298 [567,] 2.381997e-02 4.763995e-02 0.976180026 [568,] 2.646437e-02 5.292874e-02 0.973535631 [569,] 6.200420e-02 1.240084e-01 0.937995797 [570,] 5.744687e-02 1.148937e-01 0.942553135 [571,] 4.994287e-02 9.988575e-02 0.950057127 [572,] 4.169003e-02 8.338007e-02 0.958309966 [573,] 3.428774e-02 6.857547e-02 0.965712264 [574,] 2.795426e-02 5.590853e-02 0.972045737 [575,] 2.270977e-02 4.541954e-02 0.977290231 [576,] 1.830339e-02 3.660677e-02 0.981696613 [577,] 1.466993e-02 2.933986e-02 0.985330071 [578,] 1.344535e-02 2.689070e-02 0.986554649 [579,] 4.272830e-02 8.545659e-02 0.957271703 [580,] 1.472291e-01 2.944582e-01 0.852770917 [581,] 7.442893e-01 5.114215e-01 0.255710725 [582,] 7.175168e-01 5.649663e-01 0.282483159 [583,] 7.024348e-01 5.951304e-01 0.297565213 [584,] 6.635229e-01 6.729542e-01 0.336477096 [585,] 6.221892e-01 7.556217e-01 0.377810829 [586,] 5.792791e-01 8.414417e-01 0.420720860 [587,] 5.349037e-01 9.301926e-01 0.465096294 [588,] 4.897410e-01 9.794820e-01 0.510258999 [589,] 4.445993e-01 8.891987e-01 0.555400658 [590,] 4.133341e-01 8.266682e-01 0.586665890 [591,] 3.730760e-01 7.461521e-01 0.626923968 [592,] 3.433171e-01 6.866342e-01 0.656682916 [593,] 3.281904e-01 6.563809e-01 0.671809558 [594,] 4.306296e-01 8.612591e-01 0.569370440 [595,] 3.841916e-01 7.683832e-01 0.615808393 [596,] 3.409189e-01 6.818377e-01 0.659081136 [597,] 2.970294e-01 5.940587e-01 0.702970647 [598,] 2.568698e-01 5.137397e-01 0.743130158 [599,] 2.190035e-01 4.380071e-01 0.780996459 [600,] 1.831152e-01 3.662304e-01 0.816884820 [601,] 1.508340e-01 3.016681e-01 0.849165967 [602,] 1.307358e-01 2.614717e-01 0.869264167 [603,] 1.114232e-01 2.228464e-01 0.888576782 [604,] 9.798350e-02 1.959670e-01 0.902016499 [605,] 4.903451e-01 9.806901e-01 0.509654929 [606,] 4.427423e-01 8.854845e-01 0.557257735 [607,] 3.846112e-01 7.692225e-01 0.615388767 [608,] 3.459950e-01 6.919900e-01 0.654005007 [609,] 2.919572e-01 5.839145e-01 0.708042766 [610,] 2.445314e-01 4.890628e-01 0.755468595 [611,] 1.975033e-01 3.950065e-01 0.802496745 [612,] 1.656307e-01 3.312614e-01 0.834369303 [613,] 1.287036e-01 2.574072e-01 0.871296375 [614,] 1.116117e-01 2.232234e-01 0.888388282 [615,] 1.125547e-01 2.251095e-01 0.887445273 [616,] 8.501658e-02 1.700332e-01 0.914983422 [617,] 6.983049e-02 1.396610e-01 0.930169509 [618,] 7.113815e-02 1.422763e-01 0.928861852 [619,] 5.678114e-02 1.135623e-01 0.943218856 [620,] 3.848294e-02 7.696588e-02 0.961517061 [621,] 2.389399e-02 4.778797e-02 0.976106015 [622,] 1.397900e-02 2.795800e-02 0.986020999 [623,] 7.652542e-03 1.530508e-02 0.992347458 [624,] 4.023268e-03 8.046536e-03 0.995976732 [625,] 2.034111e-03 4.068222e-03 0.997965889 [626,] 8.494761e-04 1.698952e-03 0.999150524 [627,] 3.580731e-04 7.161462e-04 0.999641927 > postscript(file="/var/fisher/rcomp/tmp/1nb6f1383551273.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$resid) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/26yjc1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index') > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/3xpt41383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals') > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/44vdk1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals') > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/5gczz1383551273.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 = 660 Frequency = 1 1 2 3 4 5 -4.931892e-02 5.520220e-02 6.977143e-02 3.750052e-02 8.712721e-01 6 7 8 9 10 -4.422728e-01 2.830160e-01 -4.880863e-01 -1.951903e-01 -6.892921e-01 11 12 13 14 15 1.722377e-01 -1.390763e-01 -5.290208e-02 6.486519e-02 6.618826e-02 16 17 18 19 20 3.391736e-02 -1.025073e-01 -3.895598e-01 -7.205671e-01 5.017074e-01 21 22 23 24 25 3.801227e+00 3.104363e-01 1.785892e-01 -1.525941e-01 7.928782e-02 26 27 28 29 30 1.076436e-01 6.591664e-02 8.663034e-02 -8.290965e-02 -4.229469e-01 31 32 33 34 35 -7.142157e-01 1.537863e+00 -1.824874e-01 4.363149e+00 -7.355825e-01 36 37 38 39 40 -1.495542e-01 8.563927e-02 1.570450e-01 1.120065e-01 7.311256e-02 41 42 43 44 45 8.936380e-01 -4.265300e-01 -7.476027e-01 4.614257e-01 7.476987e-01 46 47 48 49 50 2.668431e-01 -8.484464e-01 -2.557950e-01 -5.702849e-02 9.911965e-01 51 52 53 54 55 7.530800e-02 3.298638e-03 -1.231914e-01 -4.566055e-01 -7.644320e-01 56 57 58 59 60 -5.289113e-01 -1.232704e+00 3.162445e-01 -7.857988e-01 -1.765898e-01 61 62 63 64 65 -4.405397e-02 -2.894438e-02 -1.106361e-02 -2.677683e-02 8.533562e-01 66 67 68 69 70 -4.568771e-01 -7.613921e-01 4.708171e-01 -2.495331e-01 2.279546e+00 71 72 73 74 75 1.642565e-01 7.535963e-01 4.839748e-02 4.694937e-02 8.469937e-02 76 77 78 79 80 6.567461e-02 -4.756924e-02 5.991474e-01 3.277478e-01 -4.665353e-01 81 82 83 84 85 8.031799e-01 -6.710526e-01 1.374926e-01 8.493593e-01 -5.453183e-02 86 87 88 89 90 6.985851e-02 1.407239e-01 9.189529e-02 -4.452932e-02 -3.945011e-01 91 92 93 94 95 2.910493e-01 1.480208e+00 1.809531e+00 3.253642e-01 -7.700560e-01 96 97 98 99 100 -1.078623e-01 5.116576e-02 1.325061e-01 1.272061e-01 1.048698e-01 101 102 103 104 105 -2.493172e-02 6.284080e-01 3.007123e-01 -1.427340e+00 -1.576249e-01 106 107 108 109 110 -6.285458e-01 -7.802622e-01 -1.644301e-01 2.440183e-02 3.619988e-02 111 112 113 114 115 5.739219e-02 2.843282e-02 -1.344841e-01 1.522167e+00 -7.525440e-01 116 117 118 119 120 -1.540204e+00 -2.340619e-01 -6.950482e-01 -8.732569e-01 -2.640479e-01 121 122 123 124 125 -1.282005e-01 -4.023712e-02 2.069364e-02 1.822658e-02 -1.446903e-01 126 127 128 129 130 5.649455e-01 -7.793079e-01 1.482705e+00 7.722896e-01 -7.019429e-01 131 132 133 134 135 -8.569708e-01 -2.278926e-01 -3.906064e-02 -4.081829e-03 -2.593952e-02 136 137 138 139 140 -2.509504e-02 8.682842e-01 1.541493e+00 2.270436e-01 -1.514255e+00 141 142 143 144 145 -2.213590e-01 3.176547e-01 -8.108809e-01 -2.049834e-01 -6.216884e-03 146 147 148 149 150 -2.753422e-02 1.426773e-01 5.742178e-02 -8.562591e-02 5.544677e-01 151 152 153 154 155 1.243330e+00 -5.178381e-01 -1.241500e+00 -1.702486e+00 -8.144641e-01 156 157 158 159 160 -2.516166e-01 -2.304620e-02 -3.111738e-02 9.537093e-06 -5.769066e-03 161 162 163 164 165 -1.587514e-01 -4.789193e-01 2.529926e-01 -2.524733e+00 2.768163e+00 166 167 168 169 170 2.773730e-01 2.145526e+00 7.977848e-01 -3.987552e-02 -3.470055e-02 171 172 173 174 175 -7.311593e-02 -4.577915e-02 -1.391538e-01 -4.493871e-01 -7.837059e-01 176 177 178 179 180 -1.508447e+00 -3.255289e+00 2.300282e+00 3.151877e+00 7.908901e-01 181 182 183 184 185 -2.358945e-02 1.454746e-03 1.602398e-02 -9.623854e-03 -1.857869e-01 186 187 188 189 190 -4.927087e-01 2.292686e-01 -5.318992e-01 -2.248938e+00 -6.966780e-01 191 192 193 194 195 2.158229e+00 1.810488e+00 2.250046e-02 2.436389e-02 4.886773e-02 196 197 198 199 200 -3.307625e-02 -1.717011e-02 -4.101919e-01 -7.246415e-01 -1.518925e+00 201 202 203 204 205 -1.232652e+00 2.997389e-01 1.138088e+00 -2.096531e-01 1.891729e-02 206 207 208 209 210 -2.226927e-02 3.203842e-02 -3.665941e-02 -1.598379e-01 -4.733828e-01 211 212 213 214 215 -7.977670e-01 -2.552312e+00 -2.222989e+00 -1.707156e+00 5.147751e+00 216 217 218 219 220 1.793387e+00 1.982219e+00 6.687063e-02 2.183218e-02 -2.368488e-02 221 222 223 224 225 -1.369287e-01 -4.637198e-01 -7.284963e-01 -2.512845e+00 -3.219949e+00 226 227 228 229 230 3.124418e-01 1.160725e+00 7.964267e-01 -2.467595e-02 2.686055e-02 231 232 233 234 235 6.129901e-02 -3.389112e-02 -9.746190e-02 -4.308760e-01 -7.552602e-01 236 237 238 239 240 -2.523051e+00 -2.263270e+00 -7.639952e-01 4.090911e+00 1.753105e+00 241 242 243 244 245 -6.137450e-02 2.327739e-02 4.446969e-02 5.856032e-02 -4.474891e-02 246 247 248 249 250 -3.649169e-01 -6.893011e-01 -1.496830e+00 -2.187377e+00 -7.245284e-01 251 252 253 254 255 -8.365063e-01 -1.643781e-01 3.438848e-02 6.936730e-02 4.088653e-02 256 257 258 259 260 -3.443437e-02 -1.609244e-01 -4.711577e-01 2.441965e-01 2.469783e+00 261 262 263 264 265 2.756056e+00 3.271888e+00 1.036144e-01 -2.739305e-01 -4.204852e-02 266 267 268 269 270 -5.011970e-02 4.061491e-02 5.032460e-03 8.951002e-01 -4.416255e-01 271 272 273 274 275 1.260483e+00 -4.874390e-01 -2.409045e-01 3.146668e-01 -8.403611e-01 276 277 278 279 280 -1.516752e-01 7.298522e-04 9.862789e-02 1.165087e-01 6.436852e-02 281 282 283 284 285 -6.874456e-02 -3.657318e-01 2.900148e-01 1.512289e+00 2.795251e+00 286 287 288 289 290 -6.657356e-01 1.726134e-01 -1.685045e-01 7.331207e-02 1.016678e-01 291 292 293 294 295 5.331781e-02 3.098151e-02 8.945569e-01 5.478966e-01 -7.499953e-01 296 297 298 299 300 -5.542130e-01 -1.224890e+00 -1.715680e+00 1.458495e-01 -2.581876e-01 301 302 303 304 305 -9.253647e-02 -7.080381e-02 -3.636535e-02 -3.883241e-02 -1.686339e-01 306 307 308 309 310 -4.854904e-01 1.226552e+00 -5.114347e-01 -1.235096e+00 2.807365e-01 311 312 313 314 315 -8.411760e-01 -1.789823e-01 4.958805e-02 1.143707e-01 7.595532e-02 316 317 318 319 320 5.693057e-02 -7.949405e-02 5.937149e-01 2.693307e-01 1.481671e+00 321 322 323 324 325 8.143051e-01 -6.566159e-01 -8.050207e-01 -1.560732e-01 -1.691434e-02 326 327 328 329 330 4.455678e-02 2.932216e-02 3.347818e-02 -1.360618e-01 5.768856e-01 331 332 333 334 335 2.690591e-01 -4.589933e-01 -2.025242e-01 -6.535760e-01 -7.854231e-01 336 337 338 339 340 8.668359e-01 1.924095e-02 6.415438e-02 1.383313e-01 6.963347e-02 341 342 343 344 345 9.696358e-01 -3.935822e-01 2.853452e-01 3.537424e+00 -1.189550e+00 346 347 348 349 350 -6.107976e-01 -7.989409e-01 -1.897318e-01 2.411639e-03 -1.559416e-02 351 352 353 354 355 -1.095954e-02 -2.998430e-02 -1.763435e-01 -4.965115e-01 -7.977149e-01 356 357 358 359 360 -1.545637e+00 -2.361828e-01 3.028308e-01 -8.919356e-01 -2.098727e-01 361 362 363 364 365 9.789592e-01 1.393806e-02 8.638060e-03 -3.763619e-03 -1.037613e-01 366 367 368 369 370 -4.206177e-01 2.384404e-01 1.533569e+00 -2.331429e-01 1.309182e+00 371 372 373 374 375 -8.690264e-01 -2.035212e-01 -2.131238e-02 6.333950e-02 1.830105e-02 376 377 378 379 380 1.252245e-02 -1.007214e-01 5.327491e-01 1.254726e+00 4.505087e-01 381 382 383 384 385 -1.276465e+00 -7.540086e-01 -9.024134e-01 -3.263198e-01 -6.794554e-02 386 387 388 389 390 -4.290134e-02 4.783272e-03 -4.073379e-02 -1.937161e-01 -4.873918e-01 391 392 393 394 395 2.014702e-01 -5.563860e-01 1.743133e+00 -7.244764e-01 1.080757e+00 396 397 398 399 400 -2.371799e-01 -1.410710e-01 -6.966527e-02 -7.496527e-02 -5.425157e-02 401 402 403 404 405 8.424392e-01 5.024020e-01 -8.120476e-01 4.069154e-01 7.395499e-01 406 407 408 409 410 -7.181249e-01 1.106978e+00 -2.937476e-01 -1.881572e-02 9.540019e-03 411 412 413 414 415 6.715925e-02 8.396033e-03 -1.512093e-01 1.558427e+00 -7.891384e-01 416 417 418 419 420 -1.510568e+00 -2.375410e-01 -1.711773e+00 -8.634898e-01 -3.105770e-01 421 422 423 424 425 -1.581719e-01 -1.000124e-01 -8.213160e-02 -5.148328e-02 -1.945310e-01 426 427 428 429 430 -4.915182e-01 -7.894101e-01 -6.002509e-01 -1.317289e+00 -1.735226e+00 431 432 433 434 435 -9.399268e-01 -2.413063e-01 -8.227819e-02 -9.378460e-04 -9.549382e-03 436 437 438 439 440 2.109893e-02 -1.848680e-01 -4.354937e-01 -7.896817e-01 1.455774e+00 441 442 443 444 445 2.738735e+00 -7.123167e-01 1.690823e-01 8.610798e-01 -3.949982e-02 446 447 448 449 450 7.164437e-02 1.335976e-02 -2.353457e-03 -1.420896e-01 -4.688807e-01 451 452 453 454 455 1.266343e+00 4.588135e-01 -2.251097e-01 2.874116e-01 1.621876e-01 456 457 458 459 460 -2.153572e-01 -8.944452e-02 -6.440032e-02 -2.996186e-02 -2.911739e-02 461 462 463 464 465 -1.489843e-01 1.534159e+00 -7.736672e-01 -1.541458e+00 -1.232004e+00 466 467 468 469 470 -1.722795e+00 1.519814e-01 -2.288750e-01 -8.640460e-02 -1.010989e-01 471 472 473 474 475 2.881895e-03 -4.594670e-02 -1.823713e-01 -5.290316e-01 -8.699735e-01 476 477 478 479 480 4.251549e-01 -3.382452e-01 -7.826739e-01 -9.178326e-01 -3.549851e-01 481 482 483 484 485 -1.793993e-01 -7.818972e-02 -1.000474e-01 -9.257986e-02 -2.124468e-01 486 487 488 489 490 -5.491724e-01 -8.305066e-01 1.395079e+00 2.687975e+00 -7.829455e-01 491 492 493 494 495 1.381919e-01 -2.757798e-01 -4.720940e-02 -5.528058e-02 -4.071135e-02 496 497 498 499 500 -2.993226e-02 -1.365530e-01 5.366559e-01 2.175845e+00 4.047424e-01 501 502 503 504 505 -1.308985e+00 -7.732825e-01 1.081165e-01 -2.992322e-01 -1.203349e-01 506 507 508 509 510 -8.535605e-02 -1.701330e-01 -1.196154e-01 -2.196131e-01 -5.464042e-01 511 512 513 514 515 2.135835e+00 2.391225e+00 -1.302633e+00 2.170150e+00 -9.948128e-01 516 517 518 519 520 -3.326192e-01 -1.272296e-01 -1.154315e-01 -5.118922e-02 -1.132640e-01 521 522 523 524 525 -2.165732e-01 4.168973e-01 -8.942407e-01 -1.615670e+00 -3.459548e-01 526 527 528 529 530 1.229486e+00 -8.990498e-01 -2.699716e-01 -1.374358e-01 -9.583392e-02 531 532 533 534 535 -6.801853e-02 9.593182e-01 -1.870410e-01 -4.939628e-01 -7.521162e-01 536 537 538 539 540 -1.519907e+00 7.928582e-01 -6.979320e-01 -8.231561e-01 -2.470625e-01 541 542 543 544 545 -1.045920e-01 -5.967862e-02 -5.504400e-02 -3.764184e-02 -1.740665e-01 546 547 548 549 550 5.223233e-01 -7.821917e-01 1.473198e+00 -2.339058e-01 -1.751188e+00 551 552 553 554 555 -8.466085e-01 -2.506456e-01 -1.048637e-01 4.601897e-02 -3.875794e-02 556 557 558 559 560 -6.440577e-02 -1.875842e-01 4.591324e-01 -8.188902e-01 -5.800580e-01 561 562 563 564 565 -1.310343e+00 -1.824314e+00 1.030593e+00 -3.005903e-01 -1.581199e-01 566 567 568 569 570 -2.059295e-01 -1.019488e-01 -9.116970e-02 -1.514289e-01 4.456146e-01 571 572 573 574 575 4.094738e+00 4.360063e+00 -3.073028e-01 2.162168e+00 -9.696786e-01 576 577 578 579 580 -2.909273e-01 -8.884923e-02 -1.167896e-01 -3.930119e-02 -4.507979e-02 581 582 583 584 585 -1.848159e-01 4.950161e-01 1.147451e+00 1.376349e+00 -1.281082e+00 586 587 588 589 590 1.251308e+00 5.985357e-02 -3.077566e-01 -1.023670e-01 -7.732281e-02 591 592 593 594 595 -1.091151e-01 -8.840141e-02 -2.182030e-01 4.119560e-01 2.153803e+00 596 597 598 599 600 -2.637169e+00 -2.377388e+00 1.351329e-01 -1.029830e+00 -3.808821e-01 601 602 603 604 605 -1.953617e-01 -2.497944e-01 -1.425021e-01 -1.714615e-01 -3.111976e-01 606 607 608 609 610 -6.413002e-01 2.438096e-02 1.283082e+00 2.628963e+00 -8.386464e-01 611 612 613 614 615 1.957186e-02 -3.745307e-01 -1.625179e-01 -1.871468e-01 -4.673914e-02 616 617 618 619 620 -7.238697e-02 -1.922539e-01 4.610858e-01 -8.401176e-01 1.392092e+00 621 622 623 624 625 -3.117009e-01 1.200820e+00 4.579254e-02 -3.284407e-01 -8.331266e-02 626 627 628 629 630 -1.377454e-01 -1.099300e-01 -1.455124e-01 -2.157063e-01 -5.491204e-01 631 632 633 634 635 -8.470123e-01 1.358705e+00 3.674781e+00 2.230353e+00 -9.180522e-01 636 637 638 639 640 -2.691047e-01 -1.398804e-01 -1.082132e-01 -1.433170e-01 -1.192918e-01 641 642 643 644 645 -2.722741e-01 4.042464e-01 9.310838e-02 3.319406e-01 1.621525e+00 646 647 648 649 650 3.157227e+00 9.260339e-01 -3.620994e-01 -2.593674e-01 -2.243886e-01 651 652 653 654 655 -2.263771e-01 -1.593018e-01 -2.857918e-01 -5.894021e-01 6.965599e-02 656 657 658 659 660 3.382921e-01 4.617942e+00 -1.859602e+00 -1.017942e+00 -3.160095e-01 > postscript(file="/var/fisher/rcomp/tmp/6njca1383551273.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 = 660 Frequency = 1 lag(myerror, k = 1) myerror 0 -4.931892e-02 NA 1 5.520220e-02 -4.931892e-02 2 6.977143e-02 5.520220e-02 3 3.750052e-02 6.977143e-02 4 8.712721e-01 3.750052e-02 5 -4.422728e-01 8.712721e-01 6 2.830160e-01 -4.422728e-01 7 -4.880863e-01 2.830160e-01 8 -1.951903e-01 -4.880863e-01 9 -6.892921e-01 -1.951903e-01 10 1.722377e-01 -6.892921e-01 11 -1.390763e-01 1.722377e-01 12 -5.290208e-02 -1.390763e-01 13 6.486519e-02 -5.290208e-02 14 6.618826e-02 6.486519e-02 15 3.391736e-02 6.618826e-02 16 -1.025073e-01 3.391736e-02 17 -3.895598e-01 -1.025073e-01 18 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-8.640460e-02 -2.288750e-01 469 -1.010989e-01 -8.640460e-02 470 2.881895e-03 -1.010989e-01 471 -4.594670e-02 2.881895e-03 472 -1.823713e-01 -4.594670e-02 473 -5.290316e-01 -1.823713e-01 474 -8.699735e-01 -5.290316e-01 475 4.251549e-01 -8.699735e-01 476 -3.382452e-01 4.251549e-01 477 -7.826739e-01 -3.382452e-01 478 -9.178326e-01 -7.826739e-01 479 -3.549851e-01 -9.178326e-01 480 -1.793993e-01 -3.549851e-01 481 -7.818972e-02 -1.793993e-01 482 -1.000474e-01 -7.818972e-02 483 -9.257986e-02 -1.000474e-01 484 -2.124468e-01 -9.257986e-02 485 -5.491724e-01 -2.124468e-01 486 -8.305066e-01 -5.491724e-01 487 1.395079e+00 -8.305066e-01 488 2.687975e+00 1.395079e+00 489 -7.829455e-01 2.687975e+00 490 1.381919e-01 -7.829455e-01 491 -2.757798e-01 1.381919e-01 492 -4.720940e-02 -2.757798e-01 493 -5.528058e-02 -4.720940e-02 494 -4.071135e-02 -5.528058e-02 495 -2.993226e-02 -4.071135e-02 496 -1.365530e-01 -2.993226e-02 497 5.366559e-01 -1.365530e-01 498 2.175845e+00 5.366559e-01 499 4.047424e-01 2.175845e+00 500 -1.308985e+00 4.047424e-01 501 -7.732825e-01 -1.308985e+00 502 1.081165e-01 -7.732825e-01 503 -2.992322e-01 1.081165e-01 504 -1.203349e-01 -2.992322e-01 505 -8.535605e-02 -1.203349e-01 506 -1.701330e-01 -8.535605e-02 507 -1.196154e-01 -1.701330e-01 508 -2.196131e-01 -1.196154e-01 509 -5.464042e-01 -2.196131e-01 510 2.135835e+00 -5.464042e-01 511 2.391225e+00 2.135835e+00 512 -1.302633e+00 2.391225e+00 513 2.170150e+00 -1.302633e+00 514 -9.948128e-01 2.170150e+00 515 -3.326192e-01 -9.948128e-01 516 -1.272296e-01 -3.326192e-01 517 -1.154315e-01 -1.272296e-01 518 -5.118922e-02 -1.154315e-01 519 -1.132640e-01 -5.118922e-02 520 -2.165732e-01 -1.132640e-01 521 4.168973e-01 -2.165732e-01 522 -8.942407e-01 4.168973e-01 523 -1.615670e+00 -8.942407e-01 524 -3.459548e-01 -1.615670e+00 525 1.229486e+00 -3.459548e-01 526 -8.990498e-01 1.229486e+00 527 -2.699716e-01 -8.990498e-01 528 -1.374358e-01 -2.699716e-01 529 -9.583392e-02 -1.374358e-01 530 -6.801853e-02 -9.583392e-02 531 9.593182e-01 -6.801853e-02 532 -1.870410e-01 9.593182e-01 533 -4.939628e-01 -1.870410e-01 534 -7.521162e-01 -4.939628e-01 535 -1.519907e+00 -7.521162e-01 536 7.928582e-01 -1.519907e+00 537 -6.979320e-01 7.928582e-01 538 -8.231561e-01 -6.979320e-01 539 -2.470625e-01 -8.231561e-01 540 -1.045920e-01 -2.470625e-01 541 -5.967862e-02 -1.045920e-01 542 -5.504400e-02 -5.967862e-02 543 -3.764184e-02 -5.504400e-02 544 -1.740665e-01 -3.764184e-02 545 5.223233e-01 -1.740665e-01 546 -7.821917e-01 5.223233e-01 547 1.473198e+00 -7.821917e-01 548 -2.339058e-01 1.473198e+00 549 -1.751188e+00 -2.339058e-01 550 -8.466085e-01 -1.751188e+00 551 -2.506456e-01 -8.466085e-01 552 -1.048637e-01 -2.506456e-01 553 4.601897e-02 -1.048637e-01 554 -3.875794e-02 4.601897e-02 555 -6.440577e-02 -3.875794e-02 556 -1.875842e-01 -6.440577e-02 557 4.591324e-01 -1.875842e-01 558 -8.188902e-01 4.591324e-01 559 -5.800580e-01 -8.188902e-01 560 -1.310343e+00 -5.800580e-01 561 -1.824314e+00 -1.310343e+00 562 1.030593e+00 -1.824314e+00 563 -3.005903e-01 1.030593e+00 564 -1.581199e-01 -3.005903e-01 565 -2.059295e-01 -1.581199e-01 566 -1.019488e-01 -2.059295e-01 567 -9.116970e-02 -1.019488e-01 568 -1.514289e-01 -9.116970e-02 569 4.456146e-01 -1.514289e-01 570 4.094738e+00 4.456146e-01 571 4.360063e+00 4.094738e+00 572 -3.073028e-01 4.360063e+00 573 2.162168e+00 -3.073028e-01 574 -9.696786e-01 2.162168e+00 575 -2.909273e-01 -9.696786e-01 576 -8.884923e-02 -2.909273e-01 577 -1.167896e-01 -8.884923e-02 578 -3.930119e-02 -1.167896e-01 579 -4.507979e-02 -3.930119e-02 580 -1.848159e-01 -4.507979e-02 581 4.950161e-01 -1.848159e-01 582 1.147451e+00 4.950161e-01 583 1.376349e+00 1.147451e+00 584 -1.281082e+00 1.376349e+00 585 1.251308e+00 -1.281082e+00 586 5.985357e-02 1.251308e+00 587 -3.077566e-01 5.985357e-02 588 -1.023670e-01 -3.077566e-01 589 -7.732281e-02 -1.023670e-01 590 -1.091151e-01 -7.732281e-02 591 -8.840141e-02 -1.091151e-01 592 -2.182030e-01 -8.840141e-02 593 4.119560e-01 -2.182030e-01 594 2.153803e+00 4.119560e-01 595 -2.637169e+00 2.153803e+00 596 -2.377388e+00 -2.637169e+00 597 1.351329e-01 -2.377388e+00 598 -1.029830e+00 1.351329e-01 599 -3.808821e-01 -1.029830e+00 600 -1.953617e-01 -3.808821e-01 601 -2.497944e-01 -1.953617e-01 602 -1.425021e-01 -2.497944e-01 603 -1.714615e-01 -1.425021e-01 604 -3.111976e-01 -1.714615e-01 605 -6.413002e-01 -3.111976e-01 606 2.438096e-02 -6.413002e-01 607 1.283082e+00 2.438096e-02 608 2.628963e+00 1.283082e+00 609 -8.386464e-01 2.628963e+00 610 1.957186e-02 -8.386464e-01 611 -3.745307e-01 1.957186e-02 612 -1.625179e-01 -3.745307e-01 613 -1.871468e-01 -1.625179e-01 614 -4.673914e-02 -1.871468e-01 615 -7.238697e-02 -4.673914e-02 616 -1.922539e-01 -7.238697e-02 617 4.610858e-01 -1.922539e-01 618 -8.401176e-01 4.610858e-01 619 1.392092e+00 -8.401176e-01 620 -3.117009e-01 1.392092e+00 621 1.200820e+00 -3.117009e-01 622 4.579254e-02 1.200820e+00 623 -3.284407e-01 4.579254e-02 624 -8.331266e-02 -3.284407e-01 625 -1.377454e-01 -8.331266e-02 626 -1.099300e-01 -1.377454e-01 627 -1.455124e-01 -1.099300e-01 628 -2.157063e-01 -1.455124e-01 629 -5.491204e-01 -2.157063e-01 630 -8.470123e-01 -5.491204e-01 631 1.358705e+00 -8.470123e-01 632 3.674781e+00 1.358705e+00 633 2.230353e+00 3.674781e+00 634 -9.180522e-01 2.230353e+00 635 -2.691047e-01 -9.180522e-01 636 -1.398804e-01 -2.691047e-01 637 -1.082132e-01 -1.398804e-01 638 -1.433170e-01 -1.082132e-01 639 -1.192918e-01 -1.433170e-01 640 -2.722741e-01 -1.192918e-01 641 4.042464e-01 -2.722741e-01 642 9.310838e-02 4.042464e-01 643 3.319406e-01 9.310838e-02 644 1.621525e+00 3.319406e-01 645 3.157227e+00 1.621525e+00 646 9.260339e-01 3.157227e+00 647 -3.620994e-01 9.260339e-01 648 -2.593674e-01 -3.620994e-01 649 -2.243886e-01 -2.593674e-01 650 -2.263771e-01 -2.243886e-01 651 -1.593018e-01 -2.263771e-01 652 -2.857918e-01 -1.593018e-01 653 -5.894021e-01 -2.857918e-01 654 6.965599e-02 -5.894021e-01 655 3.382921e-01 6.965599e-02 656 4.617942e+00 3.382921e-01 657 -1.859602e+00 4.617942e+00 658 -1.017942e+00 -1.859602e+00 659 -3.160095e-01 -1.017942e+00 660 NA -3.160095e-01 > dum1 <- dum[2:length(myerror),] > dum1 lag(myerror, k = 1) myerror [1,] 5.520220e-02 -4.931892e-02 [2,] 6.977143e-02 5.520220e-02 [3,] 3.750052e-02 6.977143e-02 [4,] 8.712721e-01 3.750052e-02 [5,] -4.422728e-01 8.712721e-01 [6,] 2.830160e-01 -4.422728e-01 [7,] -4.880863e-01 2.830160e-01 [8,] -1.951903e-01 -4.880863e-01 [9,] -6.892921e-01 -1.951903e-01 [10,] 1.722377e-01 -6.892921e-01 [11,] -1.390763e-01 1.722377e-01 [12,] -5.290208e-02 -1.390763e-01 [13,] 6.486519e-02 -5.290208e-02 [14,] 6.618826e-02 6.486519e-02 [15,] 3.391736e-02 6.618826e-02 [16,] -1.025073e-01 3.391736e-02 [17,] -3.895598e-01 -1.025073e-01 [18,] -7.205671e-01 -3.895598e-01 [19,] 5.017074e-01 -7.205671e-01 [20,] 3.801227e+00 5.017074e-01 [21,] 3.104363e-01 3.801227e+00 [22,] 1.785892e-01 3.104363e-01 [23,] -1.525941e-01 1.785892e-01 [24,] 7.928782e-02 -1.525941e-01 [25,] 1.076436e-01 7.928782e-02 [26,] 6.591664e-02 1.076436e-01 [27,] 8.663034e-02 6.591664e-02 [28,] -8.290965e-02 8.663034e-02 [29,] -4.229469e-01 -8.290965e-02 [30,] -7.142157e-01 -4.229469e-01 [31,] 1.537863e+00 -7.142157e-01 [32,] -1.824874e-01 1.537863e+00 [33,] 4.363149e+00 -1.824874e-01 [34,] -7.355825e-01 4.363149e+00 [35,] -1.495542e-01 -7.355825e-01 [36,] 8.563927e-02 -1.495542e-01 [37,] 1.570450e-01 8.563927e-02 [38,] 1.120065e-01 1.570450e-01 [39,] 7.311256e-02 1.120065e-01 [40,] 8.936380e-01 7.311256e-02 [41,] -4.265300e-01 8.936380e-01 [42,] -7.476027e-01 -4.265300e-01 [43,] 4.614257e-01 -7.476027e-01 [44,] 7.476987e-01 4.614257e-01 [45,] 2.668431e-01 7.476987e-01 [46,] -8.484464e-01 2.668431e-01 [47,] -2.557950e-01 -8.484464e-01 [48,] -5.702849e-02 -2.557950e-01 [49,] 9.911965e-01 -5.702849e-02 [50,] 7.530800e-02 9.911965e-01 [51,] 3.298638e-03 7.530800e-02 [52,] -1.231914e-01 3.298638e-03 [53,] -4.566055e-01 -1.231914e-01 [54,] -7.644320e-01 -4.566055e-01 [55,] -5.289113e-01 -7.644320e-01 [56,] -1.232704e+00 -5.289113e-01 [57,] 3.162445e-01 -1.232704e+00 [58,] -7.857988e-01 3.162445e-01 [59,] -1.765898e-01 -7.857988e-01 [60,] -4.405397e-02 -1.765898e-01 [61,] -2.894438e-02 -4.405397e-02 [62,] -1.106361e-02 -2.894438e-02 [63,] -2.677683e-02 -1.106361e-02 [64,] 8.533562e-01 -2.677683e-02 [65,] -4.568771e-01 8.533562e-01 [66,] -7.613921e-01 -4.568771e-01 [67,] 4.708171e-01 -7.613921e-01 [68,] -2.495331e-01 4.708171e-01 [69,] 2.279546e+00 -2.495331e-01 [70,] 1.642565e-01 2.279546e+00 [71,] 7.535963e-01 1.642565e-01 [72,] 4.839748e-02 7.535963e-01 [73,] 4.694937e-02 4.839748e-02 [74,] 8.469937e-02 4.694937e-02 [75,] 6.567461e-02 8.469937e-02 [76,] -4.756924e-02 6.567461e-02 [77,] 5.991474e-01 -4.756924e-02 [78,] 3.277478e-01 5.991474e-01 [79,] -4.665353e-01 3.277478e-01 [80,] 8.031799e-01 -4.665353e-01 [81,] -6.710526e-01 8.031799e-01 [82,] 1.374926e-01 -6.710526e-01 [83,] 8.493593e-01 1.374926e-01 [84,] -5.453183e-02 8.493593e-01 [85,] 6.985851e-02 -5.453183e-02 [86,] 1.407239e-01 6.985851e-02 [87,] 9.189529e-02 1.407239e-01 [88,] -4.452932e-02 9.189529e-02 [89,] -3.945011e-01 -4.452932e-02 [90,] 2.910493e-01 -3.945011e-01 [91,] 1.480208e+00 2.910493e-01 [92,] 1.809531e+00 1.480208e+00 [93,] 3.253642e-01 1.809531e+00 [94,] -7.700560e-01 3.253642e-01 [95,] -1.078623e-01 -7.700560e-01 [96,] 5.116576e-02 -1.078623e-01 [97,] 1.325061e-01 5.116576e-02 [98,] 1.272061e-01 1.325061e-01 [99,] 1.048698e-01 1.272061e-01 [100,] -2.493172e-02 1.048698e-01 [101,] 6.284080e-01 -2.493172e-02 [102,] 3.007123e-01 6.284080e-01 [103,] -1.427340e+00 3.007123e-01 [104,] -1.576249e-01 -1.427340e+00 [105,] -6.285458e-01 -1.576249e-01 [106,] -7.802622e-01 -6.285458e-01 [107,] -1.644301e-01 -7.802622e-01 [108,] 2.440183e-02 -1.644301e-01 [109,] 3.619988e-02 2.440183e-02 [110,] 5.739219e-02 3.619988e-02 [111,] 2.843282e-02 5.739219e-02 [112,] -1.344841e-01 2.843282e-02 [113,] 1.522167e+00 -1.344841e-01 [114,] -7.525440e-01 1.522167e+00 [115,] -1.540204e+00 -7.525440e-01 [116,] -2.340619e-01 -1.540204e+00 [117,] 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[495,] -2.993226e-02 -4.071135e-02 [496,] -1.365530e-01 -2.993226e-02 [497,] 5.366559e-01 -1.365530e-01 [498,] 2.175845e+00 5.366559e-01 [499,] 4.047424e-01 2.175845e+00 [500,] -1.308985e+00 4.047424e-01 [501,] -7.732825e-01 -1.308985e+00 [502,] 1.081165e-01 -7.732825e-01 [503,] -2.992322e-01 1.081165e-01 [504,] -1.203349e-01 -2.992322e-01 [505,] -8.535605e-02 -1.203349e-01 [506,] -1.701330e-01 -8.535605e-02 [507,] -1.196154e-01 -1.701330e-01 [508,] -2.196131e-01 -1.196154e-01 [509,] -5.464042e-01 -2.196131e-01 [510,] 2.135835e+00 -5.464042e-01 [511,] 2.391225e+00 2.135835e+00 [512,] -1.302633e+00 2.391225e+00 [513,] 2.170150e+00 -1.302633e+00 [514,] -9.948128e-01 2.170150e+00 [515,] -3.326192e-01 -9.948128e-01 [516,] -1.272296e-01 -3.326192e-01 [517,] -1.154315e-01 -1.272296e-01 [518,] -5.118922e-02 -1.154315e-01 [519,] -1.132640e-01 -5.118922e-02 [520,] -2.165732e-01 -1.132640e-01 [521,] 4.168973e-01 -2.165732e-01 [522,] -8.942407e-01 4.168973e-01 [523,] -1.615670e+00 -8.942407e-01 [524,] -3.459548e-01 -1.615670e+00 [525,] 1.229486e+00 -3.459548e-01 [526,] -8.990498e-01 1.229486e+00 [527,] -2.699716e-01 -8.990498e-01 [528,] -1.374358e-01 -2.699716e-01 [529,] -9.583392e-02 -1.374358e-01 [530,] -6.801853e-02 -9.583392e-02 [531,] 9.593182e-01 -6.801853e-02 [532,] -1.870410e-01 9.593182e-01 [533,] -4.939628e-01 -1.870410e-01 [534,] -7.521162e-01 -4.939628e-01 [535,] -1.519907e+00 -7.521162e-01 [536,] 7.928582e-01 -1.519907e+00 [537,] -6.979320e-01 7.928582e-01 [538,] -8.231561e-01 -6.979320e-01 [539,] -2.470625e-01 -8.231561e-01 [540,] -1.045920e-01 -2.470625e-01 [541,] -5.967862e-02 -1.045920e-01 [542,] -5.504400e-02 -5.967862e-02 [543,] -3.764184e-02 -5.504400e-02 [544,] -1.740665e-01 -3.764184e-02 [545,] 5.223233e-01 -1.740665e-01 [546,] -7.821917e-01 5.223233e-01 [547,] 1.473198e+00 -7.821917e-01 [548,] -2.339058e-01 1.473198e+00 [549,] -1.751188e+00 -2.339058e-01 [550,] -8.466085e-01 -1.751188e+00 [551,] -2.506456e-01 -8.466085e-01 [552,] -1.048637e-01 -2.506456e-01 [553,] 4.601897e-02 -1.048637e-01 [554,] -3.875794e-02 4.601897e-02 [555,] -6.440577e-02 -3.875794e-02 [556,] -1.875842e-01 -6.440577e-02 [557,] 4.591324e-01 -1.875842e-01 [558,] -8.188902e-01 4.591324e-01 [559,] -5.800580e-01 -8.188902e-01 [560,] -1.310343e+00 -5.800580e-01 [561,] -1.824314e+00 -1.310343e+00 [562,] 1.030593e+00 -1.824314e+00 [563,] -3.005903e-01 1.030593e+00 [564,] -1.581199e-01 -3.005903e-01 [565,] -2.059295e-01 -1.581199e-01 [566,] -1.019488e-01 -2.059295e-01 [567,] -9.116970e-02 -1.019488e-01 [568,] -1.514289e-01 -9.116970e-02 [569,] 4.456146e-01 -1.514289e-01 [570,] 4.094738e+00 4.456146e-01 [571,] 4.360063e+00 4.094738e+00 [572,] -3.073028e-01 4.360063e+00 [573,] 2.162168e+00 -3.073028e-01 [574,] -9.696786e-01 2.162168e+00 [575,] -2.909273e-01 -9.696786e-01 [576,] -8.884923e-02 -2.909273e-01 [577,] -1.167896e-01 -8.884923e-02 [578,] -3.930119e-02 -1.167896e-01 [579,] -4.507979e-02 -3.930119e-02 [580,] -1.848159e-01 -4.507979e-02 [581,] 4.950161e-01 -1.848159e-01 [582,] 1.147451e+00 4.950161e-01 [583,] 1.376349e+00 1.147451e+00 [584,] -1.281082e+00 1.376349e+00 [585,] 1.251308e+00 -1.281082e+00 [586,] 5.985357e-02 1.251308e+00 [587,] -3.077566e-01 5.985357e-02 [588,] -1.023670e-01 -3.077566e-01 [589,] -7.732281e-02 -1.023670e-01 [590,] -1.091151e-01 -7.732281e-02 [591,] -8.840141e-02 -1.091151e-01 [592,] -2.182030e-01 -8.840141e-02 [593,] 4.119560e-01 -2.182030e-01 [594,] 2.153803e+00 4.119560e-01 [595,] -2.637169e+00 2.153803e+00 [596,] -2.377388e+00 -2.637169e+00 [597,] 1.351329e-01 -2.377388e+00 [598,] -1.029830e+00 1.351329e-01 [599,] -3.808821e-01 -1.029830e+00 [600,] -1.953617e-01 -3.808821e-01 [601,] -2.497944e-01 -1.953617e-01 [602,] -1.425021e-01 -2.497944e-01 [603,] -1.714615e-01 -1.425021e-01 [604,] -3.111976e-01 -1.714615e-01 [605,] -6.413002e-01 -3.111976e-01 [606,] 2.438096e-02 -6.413002e-01 [607,] 1.283082e+00 2.438096e-02 [608,] 2.628963e+00 1.283082e+00 [609,] -8.386464e-01 2.628963e+00 [610,] 1.957186e-02 -8.386464e-01 [611,] -3.745307e-01 1.957186e-02 [612,] -1.625179e-01 -3.745307e-01 [613,] -1.871468e-01 -1.625179e-01 [614,] -4.673914e-02 -1.871468e-01 [615,] -7.238697e-02 -4.673914e-02 [616,] -1.922539e-01 -7.238697e-02 [617,] 4.610858e-01 -1.922539e-01 [618,] -8.401176e-01 4.610858e-01 [619,] 1.392092e+00 -8.401176e-01 [620,] -3.117009e-01 1.392092e+00 [621,] 1.200820e+00 -3.117009e-01 [622,] 4.579254e-02 1.200820e+00 [623,] -3.284407e-01 4.579254e-02 [624,] -8.331266e-02 -3.284407e-01 [625,] -1.377454e-01 -8.331266e-02 [626,] -1.099300e-01 -1.377454e-01 [627,] -1.455124e-01 -1.099300e-01 [628,] -2.157063e-01 -1.455124e-01 [629,] -5.491204e-01 -2.157063e-01 [630,] -8.470123e-01 -5.491204e-01 [631,] 1.358705e+00 -8.470123e-01 [632,] 3.674781e+00 1.358705e+00 [633,] 2.230353e+00 3.674781e+00 [634,] -9.180522e-01 2.230353e+00 [635,] -2.691047e-01 -9.180522e-01 [636,] -1.398804e-01 -2.691047e-01 [637,] -1.082132e-01 -1.398804e-01 [638,] -1.433170e-01 -1.082132e-01 [639,] -1.192918e-01 -1.433170e-01 [640,] -2.722741e-01 -1.192918e-01 [641,] 4.042464e-01 -2.722741e-01 [642,] 9.310838e-02 4.042464e-01 [643,] 3.319406e-01 9.310838e-02 [644,] 1.621525e+00 3.319406e-01 [645,] 3.157227e+00 1.621525e+00 [646,] 9.260339e-01 3.157227e+00 [647,] -3.620994e-01 9.260339e-01 [648,] -2.593674e-01 -3.620994e-01 [649,] -2.243886e-01 -2.593674e-01 [650,] -2.263771e-01 -2.243886e-01 [651,] -1.593018e-01 -2.263771e-01 [652,] -2.857918e-01 -1.593018e-01 [653,] -5.894021e-01 -2.857918e-01 [654,] 6.965599e-02 -5.894021e-01 [655,] 3.382921e-01 6.965599e-02 [656,] 4.617942e+00 3.382921e-01 [657,] -1.859602e+00 4.617942e+00 [658,] -1.017942e+00 -1.859602e+00 [659,] -3.160095e-01 -1.017942e+00 > z <- as.data.frame(dum1) > z lag(myerror, k = 1) myerror 1 5.520220e-02 -4.931892e-02 2 6.977143e-02 5.520220e-02 3 3.750052e-02 6.977143e-02 4 8.712721e-01 3.750052e-02 5 -4.422728e-01 8.712721e-01 6 2.830160e-01 -4.422728e-01 7 -4.880863e-01 2.830160e-01 8 -1.951903e-01 -4.880863e-01 9 -6.892921e-01 -1.951903e-01 10 1.722377e-01 -6.892921e-01 11 -1.390763e-01 1.722377e-01 12 -5.290208e-02 -1.390763e-01 13 6.486519e-02 -5.290208e-02 14 6.618826e-02 6.486519e-02 15 3.391736e-02 6.618826e-02 16 -1.025073e-01 3.391736e-02 17 -3.895598e-01 -1.025073e-01 18 -7.205671e-01 -3.895598e-01 19 5.017074e-01 -7.205671e-01 20 3.801227e+00 5.017074e-01 21 3.104363e-01 3.801227e+00 22 1.785892e-01 3.104363e-01 23 -1.525941e-01 1.785892e-01 24 7.928782e-02 -1.525941e-01 25 1.076436e-01 7.928782e-02 26 6.591664e-02 1.076436e-01 27 8.663034e-02 6.591664e-02 28 -8.290965e-02 8.663034e-02 29 -4.229469e-01 -8.290965e-02 30 -7.142157e-01 -4.229469e-01 31 1.537863e+00 -7.142157e-01 32 -1.824874e-01 1.537863e+00 33 4.363149e+00 -1.824874e-01 34 -7.355825e-01 4.363149e+00 35 -1.495542e-01 -7.355825e-01 36 8.563927e-02 -1.495542e-01 37 1.570450e-01 8.563927e-02 38 1.120065e-01 1.570450e-01 39 7.311256e-02 1.120065e-01 40 8.936380e-01 7.311256e-02 41 -4.265300e-01 8.936380e-01 42 -7.476027e-01 -4.265300e-01 43 4.614257e-01 -7.476027e-01 44 7.476987e-01 4.614257e-01 45 2.668431e-01 7.476987e-01 46 -8.484464e-01 2.668431e-01 47 -2.557950e-01 -8.484464e-01 48 -5.702849e-02 -2.557950e-01 49 9.911965e-01 -5.702849e-02 50 7.530800e-02 9.911965e-01 51 3.298638e-03 7.530800e-02 52 -1.231914e-01 3.298638e-03 53 -4.566055e-01 -1.231914e-01 54 -7.644320e-01 -4.566055e-01 55 -5.289113e-01 -7.644320e-01 56 -1.232704e+00 -5.289113e-01 57 3.162445e-01 -1.232704e+00 58 -7.857988e-01 3.162445e-01 59 -1.765898e-01 -7.857988e-01 60 -4.405397e-02 -1.765898e-01 61 -2.894438e-02 -4.405397e-02 62 -1.106361e-02 -2.894438e-02 63 -2.677683e-02 -1.106361e-02 64 8.533562e-01 -2.677683e-02 65 -4.568771e-01 8.533562e-01 66 -7.613921e-01 -4.568771e-01 67 4.708171e-01 -7.613921e-01 68 -2.495331e-01 4.708171e-01 69 2.279546e+00 -2.495331e-01 70 1.642565e-01 2.279546e+00 71 7.535963e-01 1.642565e-01 72 4.839748e-02 7.535963e-01 73 4.694937e-02 4.839748e-02 74 8.469937e-02 4.694937e-02 75 6.567461e-02 8.469937e-02 76 -4.756924e-02 6.567461e-02 77 5.991474e-01 -4.756924e-02 78 3.277478e-01 5.991474e-01 79 -4.665353e-01 3.277478e-01 80 8.031799e-01 -4.665353e-01 81 -6.710526e-01 8.031799e-01 82 1.374926e-01 -6.710526e-01 83 8.493593e-01 1.374926e-01 84 -5.453183e-02 8.493593e-01 85 6.985851e-02 -5.453183e-02 86 1.407239e-01 6.985851e-02 87 9.189529e-02 1.407239e-01 88 -4.452932e-02 9.189529e-02 89 -3.945011e-01 -4.452932e-02 90 2.910493e-01 -3.945011e-01 91 1.480208e+00 2.910493e-01 92 1.809531e+00 1.480208e+00 93 3.253642e-01 1.809531e+00 94 -7.700560e-01 3.253642e-01 95 -1.078623e-01 -7.700560e-01 96 5.116576e-02 -1.078623e-01 97 1.325061e-01 5.116576e-02 98 1.272061e-01 1.325061e-01 99 1.048698e-01 1.272061e-01 100 -2.493172e-02 1.048698e-01 101 6.284080e-01 -2.493172e-02 102 3.007123e-01 6.284080e-01 103 -1.427340e+00 3.007123e-01 104 -1.576249e-01 -1.427340e+00 105 -6.285458e-01 -1.576249e-01 106 -7.802622e-01 -6.285458e-01 107 -1.644301e-01 -7.802622e-01 108 2.440183e-02 -1.644301e-01 109 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4.601897e-02 555 -6.440577e-02 -3.875794e-02 556 -1.875842e-01 -6.440577e-02 557 4.591324e-01 -1.875842e-01 558 -8.188902e-01 4.591324e-01 559 -5.800580e-01 -8.188902e-01 560 -1.310343e+00 -5.800580e-01 561 -1.824314e+00 -1.310343e+00 562 1.030593e+00 -1.824314e+00 563 -3.005903e-01 1.030593e+00 564 -1.581199e-01 -3.005903e-01 565 -2.059295e-01 -1.581199e-01 566 -1.019488e-01 -2.059295e-01 567 -9.116970e-02 -1.019488e-01 568 -1.514289e-01 -9.116970e-02 569 4.456146e-01 -1.514289e-01 570 4.094738e+00 4.456146e-01 571 4.360063e+00 4.094738e+00 572 -3.073028e-01 4.360063e+00 573 2.162168e+00 -3.073028e-01 574 -9.696786e-01 2.162168e+00 575 -2.909273e-01 -9.696786e-01 576 -8.884923e-02 -2.909273e-01 577 -1.167896e-01 -8.884923e-02 578 -3.930119e-02 -1.167896e-01 579 -4.507979e-02 -3.930119e-02 580 -1.848159e-01 -4.507979e-02 581 4.950161e-01 -1.848159e-01 582 1.147451e+00 4.950161e-01 583 1.376349e+00 1.147451e+00 584 -1.281082e+00 1.376349e+00 585 1.251308e+00 -1.281082e+00 586 5.985357e-02 1.251308e+00 587 -3.077566e-01 5.985357e-02 588 -1.023670e-01 -3.077566e-01 589 -7.732281e-02 -1.023670e-01 590 -1.091151e-01 -7.732281e-02 591 -8.840141e-02 -1.091151e-01 592 -2.182030e-01 -8.840141e-02 593 4.119560e-01 -2.182030e-01 594 2.153803e+00 4.119560e-01 595 -2.637169e+00 2.153803e+00 596 -2.377388e+00 -2.637169e+00 597 1.351329e-01 -2.377388e+00 598 -1.029830e+00 1.351329e-01 599 -3.808821e-01 -1.029830e+00 600 -1.953617e-01 -3.808821e-01 601 -2.497944e-01 -1.953617e-01 602 -1.425021e-01 -2.497944e-01 603 -1.714615e-01 -1.425021e-01 604 -3.111976e-01 -1.714615e-01 605 -6.413002e-01 -3.111976e-01 606 2.438096e-02 -6.413002e-01 607 1.283082e+00 2.438096e-02 608 2.628963e+00 1.283082e+00 609 -8.386464e-01 2.628963e+00 610 1.957186e-02 -8.386464e-01 611 -3.745307e-01 1.957186e-02 612 -1.625179e-01 -3.745307e-01 613 -1.871468e-01 -1.625179e-01 614 -4.673914e-02 -1.871468e-01 615 -7.238697e-02 -4.673914e-02 616 -1.922539e-01 -7.238697e-02 617 4.610858e-01 -1.922539e-01 618 -8.401176e-01 4.610858e-01 619 1.392092e+00 -8.401176e-01 620 -3.117009e-01 1.392092e+00 621 1.200820e+00 -3.117009e-01 622 4.579254e-02 1.200820e+00 623 -3.284407e-01 4.579254e-02 624 -8.331266e-02 -3.284407e-01 625 -1.377454e-01 -8.331266e-02 626 -1.099300e-01 -1.377454e-01 627 -1.455124e-01 -1.099300e-01 628 -2.157063e-01 -1.455124e-01 629 -5.491204e-01 -2.157063e-01 630 -8.470123e-01 -5.491204e-01 631 1.358705e+00 -8.470123e-01 632 3.674781e+00 1.358705e+00 633 2.230353e+00 3.674781e+00 634 -9.180522e-01 2.230353e+00 635 -2.691047e-01 -9.180522e-01 636 -1.398804e-01 -2.691047e-01 637 -1.082132e-01 -1.398804e-01 638 -1.433170e-01 -1.082132e-01 639 -1.192918e-01 -1.433170e-01 640 -2.722741e-01 -1.192918e-01 641 4.042464e-01 -2.722741e-01 642 9.310838e-02 4.042464e-01 643 3.319406e-01 9.310838e-02 644 1.621525e+00 3.319406e-01 645 3.157227e+00 1.621525e+00 646 9.260339e-01 3.157227e+00 647 -3.620994e-01 9.260339e-01 648 -2.593674e-01 -3.620994e-01 649 -2.243886e-01 -2.593674e-01 650 -2.263771e-01 -2.243886e-01 651 -1.593018e-01 -2.263771e-01 652 -2.857918e-01 -1.593018e-01 653 -5.894021e-01 -2.857918e-01 654 6.965599e-02 -5.894021e-01 655 3.382921e-01 6.965599e-02 656 4.617942e+00 3.382921e-01 657 -1.859602e+00 4.617942e+00 658 -1.017942e+00 -1.859602e+00 659 -3.160095e-01 -1.017942e+00 > plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals') > lines(lowess(z)) > abline(lm(z)) > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/7vu8h1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/843y91383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function') > grid() > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/9iy1h1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0)) > plot(mylm, las = 1, sub='Residual Diagnostics') > par(opar) > dev.off() null device 1 > if (n > n25) { + postscript(file="/var/fisher/rcomp/tmp/10rn601383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) + plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint') + grid() + dev.off() + } null device 1 > > #Note: the /var/fisher/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/fisher/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE) > a<-table.row.end(a) > myeq <- colnames(x)[1] > myeq <- paste(myeq, '[t] = ', sep='') > for (i in 1:k){ + if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '') + myeq <- paste(myeq, signif(mysum$coefficients[i,1],6), sep=' ') + if (rownames(mysum$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/fisher/rcomp/tmp/1120nh1383551273.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$coefficients)[i],header=TRUE) + a<-table.element(a,signif(mysum$coefficients[i,1],6)) + a<-table.element(a, signif(mysum$coefficients[i,2],6)) + a<-table.element(a, signif(mysum$coefficients[i,3],4)) + a<-table.element(a, signif(mysum$coefficients[i,4],6)) + a<-table.element(a, signif(mysum$coefficients[i,4]/2,6)) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/fisher/rcomp/tmp/12mwwa1383551274.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, signif(sqrt(mysum$r.squared),6)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'R-squared',1,TRUE) > a<-table.element(a, signif(mysum$r.squared,6)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Adjusted R-squared',1,TRUE) > a<-table.element(a, signif(mysum$adj.r.squared,6)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (value)',1,TRUE) > a<-table.element(a, signif(mysum$fstatistic[1],6)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE) > a<-table.element(a, signif(mysum$fstatistic[2],6)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE) > a<-table.element(a, signif(mysum$fstatistic[3],6)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'p-value',1,TRUE) > a<-table.element(a, signif(1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]),6)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Residual Standard Deviation',1,TRUE) > a<-table.element(a, signif(mysum$sigma,6)) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a, 'Sum Squared Residuals',1,TRUE) > a<-table.element(a, signif(sum(myerror*myerror),6)) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/fisher/rcomp/tmp/132yxi1383551274.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,signif(x[i],6)) + a<-table.element(a,signif(x[i]-mysum$resid[i],6)) + a<-table.element(a,signif(mysum$resid[i],6)) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/fisher/rcomp/tmp/147c8m1383551274.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,signif(gqarr[mypoint-kp3+1,1],6)) + a<-table.element(a,signif(gqarr[mypoint-kp3+1,2],6)) + a<-table.element(a,signif(gqarr[mypoint-kp3+1,3],6)) + a<-table.row.end(a) + } + a<-table.end(a) + table.save(a,file="/var/fisher/rcomp/tmp/15zazv1383551274.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,signif(numsignificant1,6)) + a<-table.element(a,signif(numsignificant1/numgqtests,6)) + 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,signif(numsignificant5,6)) + a<-table.element(a,signif(numsignificant5/numgqtests,6)) + 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,signif(numsignificant10,6)) + a<-table.element(a,signif(numsignificant10/numgqtests,6)) + 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/fisher/rcomp/tmp/16e0ps1383551274.tab") + } > > try(system("convert tmp/1nb6f1383551273.ps tmp/1nb6f1383551273.png",intern=TRUE)) character(0) > try(system("convert tmp/26yjc1383551273.ps tmp/26yjc1383551273.png",intern=TRUE)) character(0) > try(system("convert tmp/3xpt41383551273.ps tmp/3xpt41383551273.png",intern=TRUE)) character(0) > try(system("convert tmp/44vdk1383551273.ps tmp/44vdk1383551273.png",intern=TRUE)) character(0) > try(system("convert tmp/5gczz1383551273.ps tmp/5gczz1383551273.png",intern=TRUE)) character(0) > try(system("convert tmp/6njca1383551273.ps tmp/6njca1383551273.png",intern=TRUE)) character(0) > try(system("convert tmp/7vu8h1383551273.ps tmp/7vu8h1383551273.png",intern=TRUE)) character(0) > try(system("convert tmp/843y91383551273.ps tmp/843y91383551273.png",intern=TRUE)) character(0) > try(system("convert tmp/9iy1h1383551273.ps tmp/9iy1h1383551273.png",intern=TRUE)) character(0) > try(system("convert tmp/10rn601383551273.ps tmp/10rn601383551273.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 26.902 1.345 28.243