R version 2.15.2 (2012-10-26) -- "Trick or Treat"
Copyright (C) 2012 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i686-pc-linux-gnu (32-bit)
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+ ,0
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+ ,0
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+ ,0
+ ,0
+ ,1
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+ ,0
+ ,0
+ ,2
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,1
+ ,0
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+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0
+ ,1
+ ,0
+ ,0
+ ,0
+ ,0
+ ,0)
+ ,dim=c(26
+ ,521)
+ ,dimnames=list(c('y'
+ ,'c2'
+ ,'scha05'
+ ,'sch06'
+ ,'sch31'
+ ,'sch00'
+ ,'sch53'
+ ,'sch16'
+ ,'sch41'
+ ,'sch17'
+ ,'sch40'
+ ,'sch10'
+ ,'sch01'
+ ,'hak3'
+ ,'hak5'
+ ,'hak0'
+ ,'hak6'
+ ,'hak8'
+ ,'hak7'
+ ,'hak4'
+ ,'type0'
+ ,'type1'
+ ,'type3'
+ ,'hak3_type0'
+ ,'hak5_type0'
+ ,'hak5_type1')
+ ,1:521))
> y <- array(NA,dim=c(26,521),dimnames=list(c('y','c2','scha05','sch06','sch31','sch00','sch53','sch16','sch41','sch17','sch40','sch10','sch01','hak3','hak5','hak0','hak6','hak8','hak7','hak4','type0','type1','type3','hak3_type0','hak5_type0','hak5_type1'),1:521))
> 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 = '1'
> library(lattice)
> library(lmtest)
Loading required package: zoo
Attaching package: 'zoo'
The following object(s) 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
y c2 scha05 sch06 sch31 sch00 sch53 sch16 sch41 sch17 sch40 sch10 sch01
1 8 1 1 0 0 0 0 0 0 0 0 0 0
2 9 1 1 0 0 0 0 0 0 0 0 0 0
3 8 1 0 1 0 0 0 0 0 0 0 0 0
4 5 1 0 0 1 0 0 0 0 0 0 0 0
5 3 1 0 0 0 1 0 0 0 0 0 0 0
6 4 0 0 0 0 0 1 0 0 0 0 0 0
7 2 0 0 0 0 0 1 0 0 0 0 0 0
8 1 0 0 0 0 0 0 1 0 0 0 0 0
9 3 0 0 0 0 0 0 1 0 0 0 0 0
10 6 0 0 0 0 0 0 1 0 0 0 0 0
11 1 0 0 0 0 0 0 1 0 0 0 0 0
12 5 0 0 0 0 0 1 0 0 0 0 0 0
13 0 0 0 0 0 0 0 0 1 0 0 0 0
14 1 0 0 0 0 0 0 0 1 0 0 0 0
15 5 0 1 0 0 0 0 0 0 0 0 0 0
16 2 0 0 0 0 0 0 0 0 1 0 0 0
17 5 0 0 0 0 0 0 0 1 0 0 0 0
18 2 0 0 0 0 0 0 0 0 0 1 0 0
19 2 0 0 0 0 0 0 0 0 0 1 0 0
20 0 0 0 0 0 0 0 0 0 0 0 1 0
21 3 0 0 0 0 0 0 0 1 0 0 0 0
22 2 0 0 0 0 0 0 0 0 0 1 0 0
23 2 0 0 0 0 0 0 0 0 1 0 0 0
24 2 0 0 0 0 0 0 0 1 0 0 0 0
25 2 0 0 0 0 0 0 0 0 0 0 0 0
26 3 0 0 0 0 0 0 0 0 0 1 0 0
27 2 0 0 0 0 0 0 0 0 0 1 0 0
28 0 0 0 0 0 0 0 0 1 0 0 0 0
29 1 0 0 0 0 0 0 0 1 0 0 0 0
30 7 1 1 0 0 0 0 0 0 0 0 0 0
31 3 1 0 0 0 0 0 0 0 0 0 1 0
32 2 1 0 0 0 0 0 0 0 0 0 1 0
33 4 1 1 0 0 0 0 0 0 0 0 0 0
34 2 1 1 0 0 0 0 0 0 0 0 0 0
35 4 1 1 0 0 0 0 0 0 0 0 0 0
36 0 1 0 0 0 0 0 0 0 0 0 0 1
37 0 1 0 0 0 0 0 0 0 0 0 0 1
38 2 1 0 0 0 0 0 0 0 0 0 0 1
39 3 1 0 0 0 0 0 0 0 0 0 0 1
40 3 1 0 0 0 0 0 0 0 0 0 0 1
41 14 0 0 0 0 0 1 0 0 0 0 0 0
42 13 0 0 0 0 0 1 0 0 0 0 0 0
43 2 0 0 0 0 0 1 0 0 0 0 0 0
44 5 0 0 1 0 0 0 0 0 0 0 0 0
45 2 0 0 0 0 0 1 0 0 0 0 0 0
46 5 0 0 1 0 0 0 0 0 0 0 0 0
47 2 0 0 1 0 0 0 0 0 0 0 0 0
48 3 0 0 0 0 0 1 0 0 0 0 0 0
49 2 0 0 0 0 0 0 0 0 0 1 0 0
50 2 0 0 0 0 0 0 0 0 0 1 0 0
51 4 0 0 0 0 0 0 0 0 0 1 0 0
52 9 0 0 0 0 0 0 0 1 0 0 0 0
53 3 0 0 0 0 0 0 0 0 0 1 0 0
54 3 0 0 0 0 0 0 0 0 0 1 0 0
55 8 0 0 0 0 0 0 0 0 0 1 0 0
56 10 0 0 0 0 0 0 0 0 0 1 0 0
57 9 0 0 0 0 0 0 0 1 0 0 0 0
58 6 0 0 0 0 0 0 0 1 0 0 0 0
59 1 0 0 0 0 0 0 0 1 0 0 0 0
60 3 0 0 0 0 0 0 0 1 0 0 0 0
61 2 0 0 0 0 0 0 0 0 0 1 0 0
62 0 0 0 0 0 0 0 0 1 0 0 0 0
63 3 0 0 0 0 0 0 0 0 0 1 0 0
64 2 0 0 0 0 0 0 0 0 0 1 0 0
65 0 0 0 0 0 0 0 0 1 0 0 0 0
66 9 0 0 0 0 0 0 0 1 0 0 0 0
67 4 0 0 0 0 0 0 0 1 0 0 0 0
68 7 0 0 0 0 0 0 0 1 0 0 0 0
69 1 0 0 0 0 0 0 0 1 0 0 0 0
70 0 0 0 0 0 0 0 0 0 0 1 0 0
71 2 0 0 0 0 0 0 0 1 0 0 0 0
72 3 0 0 0 0 0 0 0 1 0 0 0 0
73 1 0 0 0 0 0 0 0 1 0 0 0 0
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76 8 1 0 0 0 0 0 0 0 0 0 1 0
77 4 1 0 0 1 0 0 0 0 0 0 0 0
78 4 1 0 0 1 0 0 0 0 0 0 0 0
79 8 1 1 0 0 0 0 0 0 0 0 0 0
80 9 1 0 0 1 0 0 0 0 0 0 0 0
81 10 1 0 0 0 0 0 0 0 0 0 0 1
82 36 1 0 0 0 1 0 0 0 0 0 0 0
83 10 1 0 0 0 0 0 0 0 1 0 0 0
84 6 1 0 0 0 0 0 0 0 0 0 0 0
85 1 1 0 0 0 0 0 0 0 0 0 0 0
86 2 1 0 0 0 0 0 0 0 0 0 0 1
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88 8 1 0 0 0 0 0 0 0 0 0 0 0
89 9 1 0 0 1 0 0 0 0 0 0 0 0
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91 2 1 0 0 0 0 0 0 0 0 0 0 0
92 1 1 0 0 0 1 0 0 0 0 0 0 0
93 8 1 0 0 0 0 0 0 0 0 0 1 0
94 6 1 0 0 0 1 0 0 0 0 0 0 0
95 7 1 0 0 0 0 0 0 0 0 0 0 1
96 6 1 0 0 0 1 0 0 0 0 0 0 0
97 5 1 0 0 0 0 0 0 0 0 0 0 0
98 1 1 0 0 1 0 0 0 0 0 0 0 0
99 3 1 0 1 0 0 0 0 0 0 0 0 0
100 8 1 0 0 0 0 0 0 0 0 0 1 0
101 3 1 0 0 0 0 0 0 0 0 0 0 1
102 4 1 0 0 0 1 0 0 0 0 0 0 0
103 10 1 0 0 1 0 0 0 0 0 0 0 0
104 7 1 0 1 0 0 0 0 0 0 0 0 0
105 5 1 0 0 0 0 0 0 0 0 0 1 0
106 4 1 0 0 0 1 0 0 0 0 0 0 0
107 4 1 1 0 0 0 0 0 0 0 0 0 0
108 5 1 0 0 0 1 0 0 0 0 0 0 0
109 7 1 0 0 0 0 0 0 0 0 0 0 0
110 2 1 0 0 0 0 0 0 0 0 0 1 0
111 9 1 0 0 0 0 0 0 0 0 0 0 0
112 4 1 0 1 0 0 0 0 0 0 0 0 0
113 9 1 0 0 1 0 0 0 0 0 0 0 0
114 6 1 0 0 0 0 0 0 0 0 0 0 1
115 8 0 0 0 0 0 0 0 1 0 0 0 0
116 2 0 0 0 0 0 0 0 1 0 0 0 0
117 1 0 0 0 0 0 0 0 1 0 0 0 0
118 3 0 0 0 0 0 0 0 0 0 0 1 0
119 4 0 0 0 0 0 0 0 0 0 0 1 0
120 3 0 0 0 0 0 0 0 0 0 0 1 0
121 3 0 0 0 0 0 0 0 1 0 0 0 0
122 2 0 1 0 0 0 0 0 0 0 0 0 0
123 2 0 0 0 0 0 0 0 0 0 0 1 0
124 4 0 0 0 0 0 0 0 0 0 0 1 0
125 2 0 0 0 0 0 0 0 1 0 0 0 0
126 3 0 0 0 0 0 0 0 0 0 0 1 0
127 3 0 0 0 0 0 0 0 1 0 0 0 0
128 3 0 0 0 0 0 0 0 0 0 0 0 0
129 3 0 0 0 0 0 0 0 0 0 0 0 0
130 6 1 1 0 0 0 0 0 0 0 0 0 0
131 7 1 0 1 0 0 0 0 0 0 0 0 0
132 6 1 0 1 0 0 0 0 0 0 0 0 0
133 9 1 0 0 0 0 0 0 0 0 0 0 1
134 0 1 0 0 0 0 0 0 0 0 0 0 0
135 1 1 0 0 1 0 0 0 0 0 0 0 0
136 8 1 0 0 0 0 0 0 0 0 0 0 1
137 9 1 0 0 0 0 0 0 0 0 0 0 0
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140 3 1 0 1 0 0 0 0 0 0 0 0 0
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268 6 0 0 0 0 0 0 0 0 0 0 0 1
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270 2 0 0 0 0 0 0 0 0 0 1 0 0
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274 0 0 0 1 0 0 0 0 0 0 0 0 0
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379 0 0 0 1 0 0 0 1 0 0 0 0
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381 0 0 0 1 0 0 0 1 0 0 0 0
382 0 0 0 0 0 0 0 1 0 0 0 0
383 0 0 0 0 0 0 0 1 0 0 0 0
384 0 0 0 0 0 0 0 1 0 0 0 0
385 0 0 0 0 0 0 0 1 0 0 0 0
386 0 0 0 1 0 0 0 1 0 0 0 0
387 0 1 0 0 0 0 0 1 0 0 0 1
388 0 1 0 0 0 0 0 1 0 0 0 1
389 0 0 0 1 0 0 0 1 0 0 0 0
390 0 0 0 1 0 0 0 1 0 0 0 0
391 0 0 0 1 0 0 0 1 0 0 0 0
392 0 0 0 1 0 0 0 1 0 0 0 0
393 0 0 0 1 0 0 0 1 0 0 0 0
394 0 1 0 0 0 0 0 1 0 0 0 1
395 0 1 0 0 0 0 0 1 0 0 0 1
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399 0 0 0 0 0 0 0 1 0 0 0 0
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423 0 0 0 0 0 0 1 1 0 0 0 0
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431 0 0 0 0 0 0 1 1 0 0 0 0
432 0 1 0 0 0 0 0 1 0 0 0 1
433 0 0 0 1 0 0 0 0 1 0 0 0
434 0 1 0 0 0 0 0 1 0 0 0 1
435 1 0 0 0 0 0 0 1 0 0 1 0
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458 0 0 0 0 0 1 0 1 0 0 0 0
459 1 0 0 0 0 0 0 0 1 0 0 0
460 0 1 0 0 0 0 0 1 0 0 0 1
461 0 0 0 0 0 1 0 0 0 1 0 0
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463 0 0 0 0 0 0 1 1 0 0 0 0
464 0 0 0 0 0 0 1 1 0 0 0 0
465 0 0 0 1 0 0 0 0 1 0 0 0
466 0 0 0 1 0 0 0 0 0 1 0 0
467 0 0 0 1 0 0 0 1 0 0 0 0
468 1 0 0 0 0 0 0 1 0 0 1 0
469 1 0 0 0 0 0 0 1 0 0 1 0
470 0 0 0 0 0 0 1 1 0 0 0 0
471 0 0 0 0 0 0 0 1 0 0 0 0
472 0 1 0 0 0 0 0 1 0 0 0 1
473 0 1 0 0 0 0 0 1 0 0 0 1
474 0 0 0 0 1 0 0 1 0 0 0 0
475 0 1 0 0 0 0 0 1 0 0 0 1
476 0 1 0 0 0 0 0 1 0 0 0 1
477 0 0 0 0 0 0 1 1 0 0 0 0
478 0 0 0 1 0 0 0 1 0 0 0 0
479 0 1 0 0 0 0 0 1 0 0 0 1
480 0 1 0 0 0 0 0 1 0 0 0 1
481 0 0 0 0 0 1 0 0 0 1 0 0
482 0 0 0 0 0 0 1 1 0 0 0 0
483 0 0 0 0 0 0 0 1 0 0 0 0
484 0 1 0 0 0 0 0 1 0 0 0 1
485 0 0 0 1 0 0 0 0 1 0 0 0
486 0 0 0 0 0 0 1 1 0 0 0 0
487 0 0 0 0 0 0 1 1 0 0 0 0
488 0 1 0 0 0 0 0 1 0 0 0 1
489 0 1 0 0 0 0 0 1 0 0 0 1
490 0 0 0 0 0 0 1 1 0 0 0 0
491 1 0 0 0 0 0 0 1 0 0 1 0
492 0 1 0 0 0 0 0 1 0 0 0 1
493 0 1 0 0 0 0 0 1 0 0 0 1
494 0 1 0 0 0 0 0 1 0 0 0 1
495 0 0 0 1 0 0 0 1 0 0 0 0
496 0 0 0 1 0 0 0 0 0 1 0 0
497 0 0 0 1 0 0 0 0 1 0 0 0
498 0 0 0 0 0 0 1 1 0 0 0 0
499 0 0 0 0 0 0 1 1 0 0 0 0
500 0 1 0 0 0 0 0 0 1 0 0 0
501 0 1 0 0 0 0 0 1 0 0 0 1
502 0 1 0 0 0 0 0 1 0 0 0 1
503 0 1 0 0 0 0 0 1 0 0 0 1
504 0 0 0 1 0 0 0 1 0 0 0 0
505 0 1 0 0 0 0 0 1 0 0 0 1
506 0 0 0 0 0 1 0 0 0 1 0 0
507 0 1 0 0 0 0 0 1 0 0 0 1
508 0 1 0 0 0 0 0 1 0 0 0 1
509 0 0 0 0 0 0 1 1 0 0 0 0
510 0 1 0 0 0 0 0 1 0 0 0 1
511 0 1 0 0 0 0 0 1 0 0 0 1
512 0 0 0 0 0 0 1 1 0 0 0 0
513 0 0 0 0 0 0 0 1 0 0 0 0
514 0 0 0 0 0 0 0 1 0 0 0 0
515 0 0 0 0 0 0 0 1 0 0 0 0
516 0 0 0 0 0 0 0 1 0 0 0 0
517 0 0 0 0 1 0 0 0 0 1 0 0
518 0 0 0 0 1 0 0 0 0 1 0 0
519 0 0 0 0 1 0 0 0 0 1 0 0
520 0 0 0 0 1 0 0 0 0 1 0 0
521 0 0 0 0 0 0 0 1 0 0 0 0
hak5_type1
1 0
2 0
3 0
4 0
5 0
6 0
7 0
8 0
9 0
10 0
11 0
12 0
13 0
14 0
15 0
16 0
17 0
18 0
19 0
20 0
21 0
22 0
23 0
24 0
25 0
26 0
27 0
28 0
29 0
30 0
31 0
32 0
33 0
34 0
35 0
36 0
37 0
38 0
39 0
40 0
41 0
42 0
43 0
44 0
45 0
46 0
47 0
48 0
49 0
50 0
51 0
52 0
53 0
54 0
55 0
56 0
57 0
58 0
59 0
60 0
61 0
62 0
63 0
64 0
65 0
66 0
67 0
68 0
69 0
70 0
71 0
72 0
73 0
74 0
75 0
76 0
77 0
78 0
79 0
80 0
81 0
82 0
83 0
84 0
85 0
86 0
87 0
88 0
89 0
90 0
91 0
92 0
93 0
94 0
95 0
96 0
97 0
98 0
99 0
100 0
101 0
102 0
103 0
104 0
105 0
106 0
107 0
108 0
109 0
110 0
111 0
112 0
113 0
114 0
115 0
116 0
117 0
118 0
119 0
120 0
121 0
122 0
123 0
124 0
125 0
126 0
127 0
128 0
129 0
130 0
131 0
132 0
133 0
134 0
135 0
136 0
137 0
138 0
139 0
140 0
141 0
142 0
143 0
144 0
145 0
146 0
147 0
148 0
149 0
150 0
151 0
152 0
153 0
154 0
155 0
156 0
157 0
158 0
159 0
160 0
161 0
162 0
163 0
164 0
165 0
166 0
167 0
168 0
169 0
170 0
171 0
172 0
173 0
174 0
175 0
176 0
177 0
178 0
179 0
180 0
181 0
182 0
183 0
184 0
185 0
186 0
187 0
188 0
189 0
190 0
191 0
192 0
193 0
194 0
195 0
196 0
197 0
198 0
199 0
200 0
201 0
202 0
203 0
204 0
205 0
206 0
207 0
208 0
209 0
210 0
211 0
212 0
213 0
214 0
215 0
216 0
217 0
218 0
219 0
220 0
221 0
222 0
223 0
224 0
225 0
226 0
227 0
228 1
229 0
230 0
231 0
232 1
233 0
234 1
235 0
236 0
237 0
238 0
239 0
240 0
241 0
242 0
243 0
244 0
245 0
246 0
247 0
248 0
249 0
250 0
251 0
252 0
253 0
254 0
255 0
256 0
257 0
258 0
259 0
260 0
261 0
262 0
263 0
264 0
265 0
266 0
267 0
268 0
269 0
270 0
271 0
272 0
273 0
274 0
275 0
276 0
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279 0
280 0
281 0
282 0
283 0
284 0
285 0
286 0
287 0
288 0
289 0
290 0
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292 0
293 0
294 0
295 0
296 0
297 0
298 0
299 0
300 0
301 0
302 0
303 0
304 0
305 0
306 0
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309 0
310 0
311 0
312 0
313 0
314 0
315 0
316 0
317 0
318 0
319 0
320 0
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322 0
323 0
324 0
325 0
326 0
327 0
328 0
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331 0
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333 0
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336 0
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338 0
339 0
340 0
341 0
342 1
343 0
344 0
345 0
346 0
347 0
348 0
349 0
350 0
351 1
352 0
353 0
354 0
355 0
356 0
357 0
358 0
359 0
360 0
361 0
362 0
363 0
364 0
365 0
366 0
367 0
368 0
369 0
370 0
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380 0
381 0
382 0
383 0
384 0
385 0
386 0
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389 0
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395 0
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398 0
399 0
400 0
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402 0
403 0
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405 0
406 0
407 0
408 0
409 0
410 0
411 0
412 0
413 0
414 0
415 0
416 0
417 0
418 0
419 0
420 0
421 0
422 0
423 0
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425 0
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427 0
428 0
429 0
430 0
431 0
432 0
433 0
434 0
435 0
436 0
437 0
438 0
439 0
440 0
441 0
442 0
443 0
444 0
445 0
446 0
447 0
448 0
449 0
450 0
451 0
452 0
453 0
454 0
455 0
456 0
457 0
458 0
459 0
460 0
461 0
462 0
463 0
464 0
465 0
466 0
467 0
468 0
469 0
470 0
471 0
472 0
473 0
474 0
475 0
476 0
477 0
478 0
479 0
480 0
481 0
482 0
483 0
484 0
485 0
486 0
487 0
488 0
489 0
490 0
491 0
492 0
493 0
494 0
495 0
496 0
497 0
498 0
499 0
500 1
501 0
502 0
503 0
504 0
505 0
506 0
507 0
508 0
509 0
510 0
511 0
512 0
513 0
514 0
515 0
516 0
517 0
518 0
519 0
520 0
521 0
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) c2 scha05 sch06 sch31 sch00
16.2098 1.4569 -1.2839 0.2914 1.2757 3.0819
sch53 sch16 sch41 sch17 sch40 sch10
0.5664 -1.3082 -0.1219 0.5631 3.4940 -1.6705
sch01 hak3 hak5 hak0 hak6 hak8
-1.0811 0.6467 1.8866 -0.3812 0.8822 -1.8800
hak7 hak4 type0 type1 type3 hak3_type0
-0.2838 0.3644 -11.5778 -12.5304 -12.4722 2.0748
hak5_type0 hak5_type1
-0.9676 -2.0835
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-9.0897 -3.2671 -0.6794 2.6078 24.1078
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 16.2098 1.5146 10.703 < 2e-16 ***
c2 1.4569 0.7110 2.049 0.04098 *
scha05 -1.2839 1.2503 -1.027 0.30500
sch06 0.2914 1.0187 0.286 0.77498
sch31 1.2757 1.1907 1.071 0.28450
sch00 3.0819 0.9889 3.116 0.00194 **
sch53 0.5664 1.1877 0.477 0.63368
sch16 -1.3082 1.9276 -0.679 0.49766
sch41 -0.1219 0.7573 -0.161 0.87214
sch17 0.5631 1.4586 0.386 0.69963
sch40 3.4940 0.7579 4.610 5.14e-06 ***
sch10 -1.6705 1.0708 -1.560 0.11939
sch01 -1.0811 0.9198 -1.175 0.24042
hak3 0.6467 1.5469 0.418 0.67609
hak5 1.8866 4.8112 0.392 0.69513
hak0 -0.3812 1.2773 -0.298 0.76547
hak6 0.8822 0.7990 1.104 0.27012
hak8 -1.8800 1.0525 -1.786 0.07466 .
hak7 -0.2838 0.7461 -0.380 0.70384
hak4 0.3644 0.8967 0.406 0.68461
type0 -11.5778 1.6294 -7.106 4.20e-12 ***
type1 -12.5304 1.6351 -7.663 9.64e-14 ***
type3 -12.4722 1.8003 -6.928 1.34e-11 ***
hak3_type0 2.0748 1.8462 1.124 0.26165
hak5_type0 -0.9676 4.8076 -0.201 0.84057
hak5_type1 -2.0835 5.1885 -0.402 0.68817
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 4.633 on 495 degrees of freedom
Multiple R-squared: 0.2751, Adjusted R-squared: 0.2385
F-statistic: 7.514 on 25 and 495 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,] 2.887924e-01 5.775848e-01 0.7112076094
[2,] 1.514871e-01 3.029742e-01 0.8485129212
[3,] 7.409577e-02 1.481915e-01 0.9259042311
[4,] 3.412318e-02 6.824637e-02 0.9658768161
[5,] 1.437351e-02 2.874703e-02 0.9856264850
[6,] 2.201368e-02 4.402737e-02 0.9779863170
[7,] 1.064786e-02 2.129572e-02 0.9893521404
[8,] 4.740813e-03 9.481627e-03 0.9952591866
[9,] 2.053565e-03 4.107130e-03 0.9979464351
[10,] 1.024272e-03 2.048544e-03 0.9989757279
[11,] 5.686728e-04 1.137346e-03 0.9994313272
[12,] 3.618851e-04 7.237702e-04 0.9996381149
[13,] 1.538160e-04 3.076319e-04 0.9998461840
[14,] 6.768657e-05 1.353731e-04 0.9999323134
[15,] 2.580271e-05 5.160543e-05 0.9999741973
[16,] 9.569211e-06 1.913842e-05 0.9999904308
[17,] 3.458076e-06 6.916151e-06 0.9999965419
[18,] 1.504509e-04 3.009018e-04 0.9998495491
[19,] 7.106512e-05 1.421302e-04 0.9999289349
[20,] 3.372167e-05 6.744333e-05 0.9999662783
[21,] 1.514863e-05 3.029726e-05 0.9999848514
[22,] 6.646858e-06 1.329372e-05 0.9999933531
[23,] 4.284573e-06 8.569146e-06 0.9999957154
[24,] 5.212265e-05 1.042453e-04 0.9999478773
[25,] 4.108713e-05 8.217426e-05 0.9999589129
[26,] 2.027371e-05 4.054743e-05 0.9999797263
[27,] 6.271939e-05 1.254388e-04 0.9999372806
[28,] 4.395424e-04 8.790848e-04 0.9995604576
[29,] 7.925639e-04 1.585128e-03 0.9992074361
[30,] 4.892480e-04 9.784960e-04 0.9995107520
[31,] 3.057837e-04 6.115673e-04 0.9996942163
[32,] 1.768758e-04 3.537516e-04 0.9998231242
[33,] 1.061452e-04 2.122904e-04 0.9998938548
[34,] 7.012019e-05 1.402404e-04 0.9999298798
[35,] 4.192326e-05 8.384652e-05 0.9999580767
[36,] 2.404027e-05 4.808054e-05 0.9999759597
[37,] 1.749739e-05 3.499477e-05 0.9999825026
[38,] 3.558632e-05 7.117265e-05 0.9999644137
[39,] 2.053359e-05 4.106719e-05 0.9999794664
[40,] 1.356099e-05 2.712198e-05 0.9999864390
[41,] 7.542444e-06 1.508489e-05 0.9999924576
[42,] 5.083216e-06 1.016643e-05 0.9999949168
[43,] 4.752674e-06 9.505349e-06 0.9999952473
[44,] 2.683654e-06 5.367308e-06 0.9999973163
[45,] 1.567636e-06 3.135271e-06 0.9999984324
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[339,] 7.333443e-01 5.333115e-01 0.2666557339
[340,] 7.134875e-01 5.730250e-01 0.2865125047
[341,] 6.924415e-01 6.151169e-01 0.3075584552
[342,] 6.740274e-01 6.519452e-01 0.3259726044
[343,] 6.535046e-01 6.929908e-01 0.3464954101
[344,] 6.370873e-01 7.258253e-01 0.3629126652
[345,] 6.116430e-01 7.767140e-01 0.3883569846
[346,] 6.094344e-01 7.811311e-01 0.3905655696
[347,] 6.124823e-01 7.750354e-01 0.3875177069
[348,] 5.889797e-01 8.220405e-01 0.4110202670
[349,] 5.829733e-01 8.340535e-01 0.4170267433
[350,] 5.590348e-01 8.819304e-01 0.4409652241
[351,] 5.485370e-01 9.029260e-01 0.4514629845
[352,] 5.484084e-01 9.031832e-01 0.4515916074
[353,] 5.254279e-01 9.491442e-01 0.4745720809
[354,] 4.976028e-01 9.952057e-01 0.5023971566
[355,] 4.693937e-01 9.387873e-01 0.5306063329
[356,] 4.630257e-01 9.260514e-01 0.5369742850
[357,] 4.377689e-01 8.755378e-01 0.5622310951
[358,] 4.273063e-01 8.546126e-01 0.5726936839
[359,] 4.006338e-01 8.012677e-01 0.5993661601
[360,] 3.777470e-01 7.554940e-01 0.6222530055
[361,] 3.739703e-01 7.479406e-01 0.6260297086
[362,] 3.529660e-01 7.059320e-01 0.6470339893
[363,] 3.309356e-01 6.618711e-01 0.6690644301
[364,] 3.058067e-01 6.116133e-01 0.6941933294
[365,] 2.922228e-01 5.844456e-01 0.7077771923
[366,] 2.805961e-01 5.611922e-01 0.7194039231
[367,] 2.563530e-01 5.127061e-01 0.7436469610
[368,] 2.337798e-01 4.675597e-01 0.7662201749
[369,] 2.106727e-01 4.213454e-01 0.7893273099
[370,] 1.919830e-01 3.839661e-01 0.8080169561
[371,] 1.818436e-01 3.636872e-01 0.8181563900
[372,] 1.693493e-01 3.386985e-01 0.8306507300
[373,] 1.526000e-01 3.052000e-01 0.8474000224
[374,] 1.382608e-01 2.765216e-01 0.8617392099
[375,] 1.213989e-01 2.427977e-01 0.8786011343
[376,] 1.131842e-01 2.263683e-01 0.8868158323
[377,] 1.124331e-01 2.248662e-01 0.8875669072
[378,] 1.006897e-01 2.013794e-01 0.8993103024
[379,] 9.684142e-02 1.936828e-01 0.9031585790
[380,] 1.256959e-01 2.513919e-01 0.8743040665
[381,] 1.136915e-01 2.273830e-01 0.8863084952
[382,] 9.901394e-02 1.980279e-01 0.9009860556
[383,] 9.190162e-02 1.838032e-01 0.9080983808
[384,] 7.966731e-02 1.593346e-01 0.9203326937
[385,] 7.276720e-02 1.455344e-01 0.9272327981
[386,] 7.721887e-02 1.544377e-01 0.9227811267
[387,] 7.816646e-02 1.563329e-01 0.9218335368
[388,] 1.036290e-01 2.072581e-01 0.8963709606
[389,] 1.034030e-01 2.068061e-01 0.8965969735
[390,] 1.048816e-01 2.097631e-01 0.8951184299
[391,] 1.088026e-01 2.176052e-01 0.8911973934
[392,] 1.128147e-01 2.256293e-01 0.8871853300
[393,] 1.369304e-01 2.738609e-01 0.8630695698
[394,] 1.400304e-01 2.800607e-01 0.8599696450
[395,] 1.670531e-01 3.341062e-01 0.8329468839
[396,] 1.498729e-01 2.997458e-01 0.8501270968
[397,] 1.691136e-01 3.382273e-01 0.8308863630
[398,] 1.682500e-01 3.364999e-01 0.8317500340
[399,] 1.992938e-01 3.985875e-01 0.8007062405
[400,] 1.772137e-01 3.544274e-01 0.8227863210
[401,] 2.085860e-01 4.171719e-01 0.7914140407
[402,] 2.386225e-01 4.772449e-01 0.7613775270
[403,] 2.161730e-01 4.323460e-01 0.7838269864
[404,] 1.917220e-01 3.834440e-01 0.8082779786
[405,] 1.804445e-01 3.608890e-01 0.8195555163
[406,] 1.646400e-01 3.292800e-01 0.8353600009
[407,] 1.461051e-01 2.922102e-01 0.8538949225
[408,] 1.734328e-01 3.468655e-01 0.8265672347
[409,] 2.432325e-01 4.864649e-01 0.7567675360
[410,] 2.159496e-01 4.318992e-01 0.7840504225
[411,] 1.901506e-01 3.803012e-01 0.8098493988
[412,] 1.905994e-01 3.811987e-01 0.8094006482
[413,] 1.777238e-01 3.554476e-01 0.8222762178
[414,] 1.795464e-01 3.590927e-01 0.8204536379
[415,] 1.579212e-01 3.158425e-01 0.8420787548
[416,] 1.448673e-01 2.897345e-01 0.8551327497
[417,] 1.243938e-01 2.487875e-01 0.8756062458
[418,] 1.178013e-01 2.356026e-01 0.8821987102
[419,] 9.959389e-02 1.991878e-01 0.9004061127
[420,] 8.499298e-02 1.699860e-01 0.9150070196
[421,] 7.525060e-02 1.505012e-01 0.9247494022
[422,] 6.536991e-02 1.307398e-01 0.9346300932
[423,] 5.457509e-02 1.091502e-01 0.9454249110
[424,] 4.695138e-02 9.390277e-02 0.9530486170
[425,] 6.269379e-02 1.253876e-01 0.9373062109
[426,] 6.258751e-02 1.251750e-01 0.9374124935
[427,] 8.417743e-02 1.683549e-01 0.9158225707
[428,] 7.424417e-02 1.484883e-01 0.9257558251
[429,] 6.273288e-02 1.254658e-01 0.9372671195
[430,] 1.182132e-01 2.364265e-01 0.8817867727
[431,] 9.838476e-02 1.967695e-01 0.9016152405
[432,] 9.809607e-02 1.961921e-01 0.9019039302
[433,] 8.702616e-02 1.740523e-01 0.9129738443
[434,] 7.329050e-02 1.465810e-01 0.9267094972
[435,] 6.110760e-02 1.222152e-01 0.9388924044
[436,] 5.102413e-02 1.020483e-01 0.9489758652
[437,] 5.104702e-02 1.020940e-01 0.9489529820
[438,] 5.482658e-02 1.096532e-01 0.9451734245
[439,] 1.941290e-01 3.882580e-01 0.8058710002
[440,] 1.709861e-01 3.419722e-01 0.8290139237
[441,] 1.525017e-01 3.050034e-01 0.8474983079
[442,] 1.363160e-01 2.726320e-01 0.8636840152
[443,] 1.716374e-01 3.432747e-01 0.8283626475
[444,] 3.454548e-01 6.909096e-01 0.6545451954
[445,] 4.318461e-01 8.636922e-01 0.5681539094
[446,] 3.896794e-01 7.793589e-01 0.6103205508
[447,] 3.303316e-01 6.606632e-01 0.6696684003
[448,] 5.420038e-01 9.159924e-01 0.4579961998
[449,] 5.536422e-01 8.927156e-01 0.4463578237
[450,] 5.762908e-01 8.474183e-01 0.4237091612
[451,] 5.053466e-01 9.893069e-01 0.4946534260
[452,] 4.667361e-01 9.334723e-01 0.5332638655
[453,] 4.536546e-01 9.073093e-01 0.5463453589
[454,] 3.816628e-01 7.633257e-01 0.6183371645
[455,] 3.076084e-01 6.152167e-01 0.6923916484
[456,] 2.760474e-01 5.520948e-01 0.7239525757
[457,] 2.223498e-01 4.446996e-01 0.7776501977
[458,] 1.698717e-01 3.397435e-01 0.8301282664
[459,] 1.227680e-01 2.455360e-01 0.8772319921
[460,] 1.027141e-01 2.054283e-01 0.8972858723
[461,] 9.534737e-02 1.906947e-01 0.9046526307
[462,] 6.161134e-02 1.232227e-01 0.9383886558
[463,] 3.230242e-02 6.460483e-02 0.9676975825
[464,] 1.521567e-02 3.043134e-02 0.9847843307
> postscript(file="/var/wessaorg/rcomp/tmp/1r6su1355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/226uf1355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/3l3zd1355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/4anxy1355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/5zfl81355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> qqnorm(mysum$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 = 521
Frequency = 1
1 2 3 4 5
4.735684e-01 1.473568e+00 -1.101678e+00 -2.058749e+00 -7.089715e+00
6 7 8 9 10
-8.170998e-01 -2.817100e+00 -1.942515e+00 5.748481e-02 3.057485e+00
11 12 13 14 15
-1.942515e+00 1.829002e-01 -5.392191e+00 -7.356405e-01 4.426289e+00
16 17 18 19 20
-4.077216e+00 1.668161e+00 -3.351576e+00 -4.947775e+00 -1.871133e-01
21 22 23 24 25
-3.318393e-01 -7.008127e+00 -4.077216e+00 -3.392191e+00 -3.514139e+00
26 27 28 29 30
-3.947775e+00 -3.351576e+00 -4.226227e+00 -7.356405e-01 1.830574e+00
31 32 33 34 35
-1.782828e+00 -2.782828e+00 -8.049841e-01 -3.169426e+00 -1.169426e+00
36 37 38 39 40
-5.372237e+00 -5.007796e+00 -3.372237e+00 -2.372237e+00 -2.007796e+00
41 42 43 44 45
9.754213e+00 8.754213e+00 -1.864545e+00 1.029207e+00 -1.864545e+00
46 47 48 49 50
1.410449e+00 -1.589551e+00 -8.645453e-01 -3.351576e+00 -3.351576e+00
51 52 53 54 55
-1.351576e+00 7.264360e+00 -4.842163e+00 -2.351576e+00 1.578367e-01
56 57 58 59 60
9.918735e-01 3.607809e+00 1.489969e+00 -7.356405e-01 -2.429002e+00
61 62 63 64 65
-3.351576e+00 -2.630029e+00 -6.044938e+00 -4.245964e+00 -4.226227e+00
66 67 68 69 70
3.570998e+00 6.681607e-01 1.570998e+00 -1.630029e+00 -6.245964e+00
71 72 73 74 75
-2.510031e+00 1.264360e+00 -3.226227e+00 -3.218189e+00 -4.723955e+00
76 77 78 79 80
4.534168e+00 -6.086056e+00 -3.058749e+00 3.500875e+00 7.164204e-01
81 82 83 84 85
4.627763e+00 2.410781e+01 2.429089e+00 -4.533038e-01 -4.783003e+00
86 87 88 89 90
-3.372237e+00 -3.535185e+00 2.216997e+00 2.587946e+00 4.500875e+00
91 92 93 94 95
-3.136308e+00 -9.089715e+00 3.887472e+00 -4.089715e+00 2.944759e+00
96 97 98 99 100
-4.089715e+00 -1.453304e+00 -7.246768e+00 -4.299202e+00 4.534168e+00
101 102 103 104 105
-2.372237e+00 -7.892191e+00 1.753232e+00 2.553280e-01 8.874721e-01
106 107 108 109 110
-4.218189e+00 -4.991252e-01 -6.892191e+00 1.863692e+00 -5.139834e+00
111 112 113 114 115
3.216997e+00 -3.299202e+00 2.587946e+00 2.347349e-15 2.570998e+00
116 117 118 119 120
-2.510031e+00 -4.429002e+00 3.849616e-02 1.038496e+00 3.849616e-02
121 122 123 124 125
-2.429002e+00 -1.348101e+00 -9.615038e-01 1.038496e+00 -2.226227e+00
126 127 128 129 130
3.849616e-02 -1.226227e+00 -1.631979e+00 -1.631979e+00 8.305743e-01
131 132 133 134 135
1.207883e+00 2.078826e-01 3.073233e+00 -7.007834e+00 -6.729050e+00
136 137 138 139 140
2.073233e+00 1.992166e+00 -4.089715e+00 2.417369e+00 -3.744672e+00
141 142 143 144 145
-1.729050e+00 -1.125748e+00 1.255328e+00 6.449049e+00 -8.044938e+00
146 147 148 149 150
3.570998e+00 4.830574e+00 2.171715e-01 -4.007834e+00 -1.077216e+00
151 152 153 154 155
9.102852e-01 1.570998e+00 3.607809e+00 1.376852e+01 4.768522e+00
156 157 158 159 160
-6.156429e-01 1.038017e+00 7.038017e+00 3.801679e-02 2.874033e+00
161 162 163 164 165
9.874033e+00 -3.044938e+00 -1.044938e+00 1.578367e-01 2.955062e+00
166 167 168 169 170
-3.125967e+00 -6.125967e+00 -4.842163e+00 3.157837e+00 1.695506e+01
171 172 173 174 175
-6.125967e+00 -3.514139e+00 2.804943e+00 7.157837e+00 1.015784e+01
176 177 178 179 180
5.651824e+00 -7.044938e+00 -1.842163e+00 -1.125967e+00 7.874033e+00
181 182 183 184 185
1.487403e+01 -2.348176e+00 -7.125967e+00 -8.421633e-01 1.874033e+00
186 187 188 189 190
4.874033e+00 1.955062e+00 -2.314785e-01 1.115784e+01 -3.481757e-01
191 192 193 194 195
-3.125967e+00 1.495506e+01 4.570998e+00 4.874033e+00 2.157837e+00
196 197 198 199 200
1.955062e+00 9.651824e+00 -8.421633e-01 3.874033e+00 7.685215e-01
201 202 203 204 205
5.709977e-01 -7.125967e+00 -2.125967e+00 -1.044938e+00 -2.125967e+00
206 207 208 209 210
-2.348176e+00 1.095506e+01 4.874033e+00 9.874033e+00 -5.125967e+00
211 212 213 214 215
6.874033e+00 -1.514139e+00 -3.044938e+00 3.157837e+00 -1.514139e+00
216 217 218 219 220
1.587403e+01 -2.044938e+00 5.874033e+00 7.874033e+00 8.740332e-01
221 222 223 224 225
-4.195057e+00 -3.195057e+00 -3.679425e+00 -3.679425e+00 -3.348101e+00
226 227 228 229 230
-7.231478e+00 -2.348101e+00 1.517521e+00 -3.679425e+00 -5.231478e+00
231 232 233 234 235
-2.195057e+00 5.175211e-01 -2.679425e+00 6.517521e+00 -2.679425e+00
236 237 238 239 240
-3.679425e+00 -7.231478e+00 -3.712543e+00 -2.429369e+00 -1.996421e+00
241 242 243 244 245
-4.287789e+00 3.264360e+00 -4.287789e+00 -9.394700e-01 -1.429369e+00
246 247 248 249 250
-9.394700e-01 -6.794247e-01 7.333333e+00 -7.666667e+00 1.333333e+00
251 252 253 254 255
-1.666667e+00 -3.666667e+00 -7.666667e+00 -5.666667e+00 2.333333e+00
256 257 258 259 260
4.333333e+00 -4.666667e+00 -6.666667e-01 1.633333e+01 8.749262e+00
261 262 263 264 265
7.492623e-01 1.749262e+00 -3.250738e+00 1.578367e-01 -9.964208e-01
266 267 268 269 270
5.301160e-01 3.773773e+00 1.530116e+00 -1.259668e-01 -4.947775e+00
271 272 273 274 275
-6.947775e+00 -2.453788e+00 4.194493e+00 -5.805507e+00 -3.226227e+00
276 277 278 279 280
4.732891e+00 1.194493e+00 3.125527e+00 -4.978025e-01 -2.880475e+00
281 282 283 284 285
1.298368e+00 3.530116e+00 -6.044938e+00 -4.044938e+00 -7.842163e+00
286 287 288 289 290
-2.615643e+00 -6.842163e+00 3.222997e-01 -2.842163e+00 -8.421633e-01
291 292 293 294 295
-6.842163e+00 -5.842163e+00 3.955062e+00 -5.044938e+00 -3.267109e+00
296 297 298 299 300
7.328909e-01 -2.267109e+00 -2.272360e+00 -3.267109e+00 -6.272360e+00
301 302 303 304 305
-2.267109e+00 -1.267109e+00 -3.267109e+00 -1.267109e+00 -1.735640e+00
306 307 308 309 310
2.668161e+00 -9.394700e-01 3.254844e+00 1.060530e+00 -7.356405e-01
311 312 313 314 315
-3.331839e+00 3.579334e+00 -1.939470e+00 -2.939470e+00 -2.939470e+00
316 317 318 319 320
-4.206663e-01 -3.745156e+00 -3.679425e+00 3.205753e-01 -4.348176e+00
321 322 323 324 325
-6.794247e-01 -4.631979e+00 -3.510031e+00 -2.679425e+00 -1.679425e+00
326 327 328 329 330
3.320575e+00 -6.794247e-01 -3.679425e+00 -1.331839e+00 -7.356405e-01
331 332 333 334 335
2.643595e-01 1.546212e+00 -2.113738e+00 -4.978025e-01 -2.331839e+00
336 337 338 339 340
-1.497803e+00 -3.679425e+00 -3.392191e+00 -3.261203e-01 -5.842163e+00
341 342 343 344 345
-6.125967e+00 5.175211e-01 -7.356405e-01 8.128867e-01 -6.794247e-01
346 347 348 349 350
8.320575e+00 -2.679425e+00 2.754213e+00 -2.610228e+00 -3.679425e+00
351 352 353 354 355
-4.048841e+00 3.426289e+00 6.043789e-01 1.264360e+00 2.320575e+00
356 357 358 359 360
-1.735640e+00 3.897716e-01 -3.679425e+00 -3.956211e-01 4.628798e+00
361 362 363 364 365
6.726327e+00 2.726327e+00 3.038496e+00 -1.961504e+00 -2.250738e+00
366 367 368 369 370
4.749262e+00 -2.961504e+00 7.492623e-01 -1.961504e+00 -1.961983e+00
371 372 373 374 375
-3.610228e+00 -1.961983e+00 3.801679e-02 -1.961983e+00 3.389772e+00
376 377 378 379 380
-6.102284e-01 3.992166e+00 2.991873e+00 4.485861e+00 5.485861e+00
381 382 383 384 385
-5.141389e-01 6.353918e-01 6.353918e-01 3.911138e+00 -2.088862e+00
386 387 388 389 390
-2.392191e+00 1.716420e+00 1.992166e+00 5.485861e+00 3.485861e+00
391 392 393 394 395
-5.141389e-01 2.607809e+00 4.485861e+00 -2.299202e+00 7.007983e-01
396 397 398 399 400
1.716420e+00 1.607809e+00 -2.510031e+00 2.489969e+00 -3.429002e+00
401 402 403 404 405
4.899690e-01 4.899690e-01 -6.197507e-01 -3.550951e+00 -4.550951e+00
406 407 408 409 410
-1.619751e+00 -3.113738e+00 -6.113738e+00 8.862616e-01 -2.250738e+00
411 412 413 414 415
-4.028959e+00 -2.656524e+00 -2.469884e+00 -4.469884e+00 -4.028959e+00
416 417 418 419 420
-4.028959e+00 -5.429002e+00 -5.429002e+00 -5.429002e+00 -3.550951e+00
421 422 423 424 425
-4.550951e+00 -4.429002e+00 -5.372237e+00 -2.783003e+00 -3.926767e+00
426 427 428 429 430
-1.372237e+00 -7.089715e+00 -4.169426e+00 7.509592e+00 -5.356688e-01
431 432 433 434 435
3.627763e+00 1.992166e+00 -5.127946e+00 3.073233e+00 1.727640e+00
436 437 438 439 440
-5.429002e+00 -6.353427e+00 1.913944e+00 3.028978e+00 1.872054e+00
441 442 443 444 445
6.464331e+00 9.464331e+00 4.329090e+00 2.489969e+00 5.603639e-01
446 447 448 449 450
8.862616e-01 1.955062e+00 2.716420e+00 6.727640e+00 5.700798e+00
451 452 453 454 455
-5.127946e+00 5.464331e+00 6.607809e+00 -3.429002e+00 -4.971022e+00
456 457 458 459 460
5.255328e+00 1.485861e+00 -3.226227e+00 -4.701937e+00 5.709977e-01
461 462 463 464 465
7.464331e+00 3.028978e+00 3.983619e+00 8.464572e-02 3.560364e+00
466 467 468 469 470
7.502197e+00 -9.008127e+00 3.727640e+00 3.913944e+00 5.255328e+00
471 472 473 474 475
-3.631979e+00 -8.632832e+00 3.449049e+00 1.032909e+01 7.164204e-01
476 477 478 479 480
-3.044938e+00 5.255328e+00 1.002898e+01 2.700798e+00 3.716420e+00
481 482 483 484 485
1.246433e+01 6.440502e+00 2.874033e+00 3.671682e-01 4.384157e-01
486 487 488 489 490
5.546696e+00 -1.744672e+00 -3.283580e+00 1.367168e+00 3.627763e+00
491 492 493 494 495
-1.435308e+00 9.530116e+00 1.295506e+01 8.367168e+00 6.028978e+00
496 497 498 499 500
3.502197e+00 -4.439636e+00 7.125527e+00 -5.372237e+00 -5.021243e+00
501 502 503 504 505
-4.283580e+00 1.716420e+00 1.716420e+00 2.991873e+00 5.716420e+00
506 507 508 509 510
7.464331e+00 -4.290023e-01 9.157681e+00 2.553280e-01 9.073233e+00
511 512 513 514 515
7.992166e+00 6.125527e+00 -9.615038e-01 -1.961504e+00 2.038496e+00
516 517 518 519 520
2.038496e+00 2.264360e+00 5.264360e+00 3.264360e+00 2.264360e+00
521
-9.615038e-01
> postscript(file="/var/wessaorg/rcomp/tmp/6e5ep1355761617.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 = 521
Frequency = 1
lag(myerror, k = 1) myerror
0 4.735684e-01 NA
1 1.473568e+00 4.735684e-01
2 -1.101678e+00 1.473568e+00
3 -2.058749e+00 -1.101678e+00
4 -7.089715e+00 -2.058749e+00
5 -8.170998e-01 -7.089715e+00
6 -2.817100e+00 -8.170998e-01
7 -1.942515e+00 -2.817100e+00
8 5.748481e-02 -1.942515e+00
9 3.057485e+00 5.748481e-02
10 -1.942515e+00 3.057485e+00
11 1.829002e-01 -1.942515e+00
12 -5.392191e+00 1.829002e-01
13 -7.356405e-01 -5.392191e+00
14 4.426289e+00 -7.356405e-01
15 -4.077216e+00 4.426289e+00
16 1.668161e+00 -4.077216e+00
17 -3.351576e+00 1.668161e+00
18 -4.947775e+00 -3.351576e+00
19 -1.871133e-01 -4.947775e+00
20 -3.318393e-01 -1.871133e-01
21 -7.008127e+00 -3.318393e-01
22 -4.077216e+00 -7.008127e+00
23 -3.392191e+00 -4.077216e+00
24 -3.514139e+00 -3.392191e+00
25 -3.947775e+00 -3.514139e+00
26 -3.351576e+00 -3.947775e+00
27 -4.226227e+00 -3.351576e+00
28 -7.356405e-01 -4.226227e+00
29 1.830574e+00 -7.356405e-01
30 -1.782828e+00 1.830574e+00
31 -2.782828e+00 -1.782828e+00
32 -8.049841e-01 -2.782828e+00
33 -3.169426e+00 -8.049841e-01
34 -1.169426e+00 -3.169426e+00
35 -5.372237e+00 -1.169426e+00
36 -5.007796e+00 -5.372237e+00
37 -3.372237e+00 -5.007796e+00
38 -2.372237e+00 -3.372237e+00
39 -2.007796e+00 -2.372237e+00
40 9.754213e+00 -2.007796e+00
41 8.754213e+00 9.754213e+00
42 -1.864545e+00 8.754213e+00
43 1.029207e+00 -1.864545e+00
44 -1.864545e+00 1.029207e+00
45 1.410449e+00 -1.864545e+00
46 -1.589551e+00 1.410449e+00
47 -8.645453e-01 -1.589551e+00
48 -3.351576e+00 -8.645453e-01
49 -3.351576e+00 -3.351576e+00
50 -1.351576e+00 -3.351576e+00
51 7.264360e+00 -1.351576e+00
52 -4.842163e+00 7.264360e+00
53 -2.351576e+00 -4.842163e+00
54 1.578367e-01 -2.351576e+00
55 9.918735e-01 1.578367e-01
56 3.607809e+00 9.918735e-01
57 1.489969e+00 3.607809e+00
58 -7.356405e-01 1.489969e+00
59 -2.429002e+00 -7.356405e-01
60 -3.351576e+00 -2.429002e+00
61 -2.630029e+00 -3.351576e+00
62 -6.044938e+00 -2.630029e+00
63 -4.245964e+00 -6.044938e+00
64 -4.226227e+00 -4.245964e+00
65 3.570998e+00 -4.226227e+00
66 6.681607e-01 3.570998e+00
67 1.570998e+00 6.681607e-01
68 -1.630029e+00 1.570998e+00
69 -6.245964e+00 -1.630029e+00
70 -2.510031e+00 -6.245964e+00
71 1.264360e+00 -2.510031e+00
72 -3.226227e+00 1.264360e+00
73 -3.218189e+00 -3.226227e+00
74 -4.723955e+00 -3.218189e+00
75 4.534168e+00 -4.723955e+00
76 -6.086056e+00 4.534168e+00
77 -3.058749e+00 -6.086056e+00
78 3.500875e+00 -3.058749e+00
79 7.164204e-01 3.500875e+00
80 4.627763e+00 7.164204e-01
81 2.410781e+01 4.627763e+00
82 2.429089e+00 2.410781e+01
83 -4.533038e-01 2.429089e+00
84 -4.783003e+00 -4.533038e-01
85 -3.372237e+00 -4.783003e+00
86 -3.535185e+00 -3.372237e+00
87 2.216997e+00 -3.535185e+00
88 2.587946e+00 2.216997e+00
89 4.500875e+00 2.587946e+00
90 -3.136308e+00 4.500875e+00
91 -9.089715e+00 -3.136308e+00
92 3.887472e+00 -9.089715e+00
93 -4.089715e+00 3.887472e+00
94 2.944759e+00 -4.089715e+00
95 -4.089715e+00 2.944759e+00
96 -1.453304e+00 -4.089715e+00
97 -7.246768e+00 -1.453304e+00
98 -4.299202e+00 -7.246768e+00
99 4.534168e+00 -4.299202e+00
100 -2.372237e+00 4.534168e+00
101 -7.892191e+00 -2.372237e+00
102 1.753232e+00 -7.892191e+00
103 2.553280e-01 1.753232e+00
104 8.874721e-01 2.553280e-01
105 -4.218189e+00 8.874721e-01
106 -4.991252e-01 -4.218189e+00
107 -6.892191e+00 -4.991252e-01
108 1.863692e+00 -6.892191e+00
109 -5.139834e+00 1.863692e+00
110 3.216997e+00 -5.139834e+00
111 -3.299202e+00 3.216997e+00
112 2.587946e+00 -3.299202e+00
113 2.347349e-15 2.587946e+00
114 2.570998e+00 2.347349e-15
115 -2.510031e+00 2.570998e+00
116 -4.429002e+00 -2.510031e+00
117 3.849616e-02 -4.429002e+00
118 1.038496e+00 3.849616e-02
119 3.849616e-02 1.038496e+00
120 -2.429002e+00 3.849616e-02
121 -1.348101e+00 -2.429002e+00
122 -9.615038e-01 -1.348101e+00
123 1.038496e+00 -9.615038e-01
124 -2.226227e+00 1.038496e+00
125 3.849616e-02 -2.226227e+00
126 -1.226227e+00 3.849616e-02
127 -1.631979e+00 -1.226227e+00
128 -1.631979e+00 -1.631979e+00
129 8.305743e-01 -1.631979e+00
130 1.207883e+00 8.305743e-01
131 2.078826e-01 1.207883e+00
132 3.073233e+00 2.078826e-01
133 -7.007834e+00 3.073233e+00
134 -6.729050e+00 -7.007834e+00
135 2.073233e+00 -6.729050e+00
136 1.992166e+00 2.073233e+00
137 -4.089715e+00 1.992166e+00
138 2.417369e+00 -4.089715e+00
139 -3.744672e+00 2.417369e+00
140 -1.729050e+00 -3.744672e+00
141 -1.125748e+00 -1.729050e+00
142 1.255328e+00 -1.125748e+00
143 6.449049e+00 1.255328e+00
144 -8.044938e+00 6.449049e+00
145 3.570998e+00 -8.044938e+00
146 4.830574e+00 3.570998e+00
147 2.171715e-01 4.830574e+00
148 -4.007834e+00 2.171715e-01
149 -1.077216e+00 -4.007834e+00
150 9.102852e-01 -1.077216e+00
151 1.570998e+00 9.102852e-01
152 3.607809e+00 1.570998e+00
153 1.376852e+01 3.607809e+00
154 4.768522e+00 1.376852e+01
155 -6.156429e-01 4.768522e+00
156 1.038017e+00 -6.156429e-01
157 7.038017e+00 1.038017e+00
158 3.801679e-02 7.038017e+00
159 2.874033e+00 3.801679e-02
160 9.874033e+00 2.874033e+00
161 -3.044938e+00 9.874033e+00
162 -1.044938e+00 -3.044938e+00
163 1.578367e-01 -1.044938e+00
164 2.955062e+00 1.578367e-01
165 -3.125967e+00 2.955062e+00
166 -6.125967e+00 -3.125967e+00
167 -4.842163e+00 -6.125967e+00
168 3.157837e+00 -4.842163e+00
169 1.695506e+01 3.157837e+00
170 -6.125967e+00 1.695506e+01
171 -3.514139e+00 -6.125967e+00
172 2.804943e+00 -3.514139e+00
173 7.157837e+00 2.804943e+00
174 1.015784e+01 7.157837e+00
175 5.651824e+00 1.015784e+01
176 -7.044938e+00 5.651824e+00
177 -1.842163e+00 -7.044938e+00
178 -1.125967e+00 -1.842163e+00
179 7.874033e+00 -1.125967e+00
180 1.487403e+01 7.874033e+00
181 -2.348176e+00 1.487403e+01
182 -7.125967e+00 -2.348176e+00
183 -8.421633e-01 -7.125967e+00
184 1.874033e+00 -8.421633e-01
185 4.874033e+00 1.874033e+00
186 1.955062e+00 4.874033e+00
187 -2.314785e-01 1.955062e+00
188 1.115784e+01 -2.314785e-01
189 -3.481757e-01 1.115784e+01
190 -3.125967e+00 -3.481757e-01
191 1.495506e+01 -3.125967e+00
192 4.570998e+00 1.495506e+01
193 4.874033e+00 4.570998e+00
194 2.157837e+00 4.874033e+00
195 1.955062e+00 2.157837e+00
196 9.651824e+00 1.955062e+00
197 -8.421633e-01 9.651824e+00
198 3.874033e+00 -8.421633e-01
199 7.685215e-01 3.874033e+00
200 5.709977e-01 7.685215e-01
201 -7.125967e+00 5.709977e-01
202 -2.125967e+00 -7.125967e+00
203 -1.044938e+00 -2.125967e+00
204 -2.125967e+00 -1.044938e+00
205 -2.348176e+00 -2.125967e+00
206 1.095506e+01 -2.348176e+00
207 4.874033e+00 1.095506e+01
208 9.874033e+00 4.874033e+00
209 -5.125967e+00 9.874033e+00
210 6.874033e+00 -5.125967e+00
211 -1.514139e+00 6.874033e+00
212 -3.044938e+00 -1.514139e+00
213 3.157837e+00 -3.044938e+00
214 -1.514139e+00 3.157837e+00
215 1.587403e+01 -1.514139e+00
216 -2.044938e+00 1.587403e+01
217 5.874033e+00 -2.044938e+00
218 7.874033e+00 5.874033e+00
219 8.740332e-01 7.874033e+00
220 -4.195057e+00 8.740332e-01
221 -3.195057e+00 -4.195057e+00
222 -3.679425e+00 -3.195057e+00
223 -3.679425e+00 -3.679425e+00
224 -3.348101e+00 -3.679425e+00
225 -7.231478e+00 -3.348101e+00
226 -2.348101e+00 -7.231478e+00
227 1.517521e+00 -2.348101e+00
228 -3.679425e+00 1.517521e+00
229 -5.231478e+00 -3.679425e+00
230 -2.195057e+00 -5.231478e+00
231 5.175211e-01 -2.195057e+00
232 -2.679425e+00 5.175211e-01
233 6.517521e+00 -2.679425e+00
234 -2.679425e+00 6.517521e+00
235 -3.679425e+00 -2.679425e+00
236 -7.231478e+00 -3.679425e+00
237 -3.712543e+00 -7.231478e+00
238 -2.429369e+00 -3.712543e+00
239 -1.996421e+00 -2.429369e+00
240 -4.287789e+00 -1.996421e+00
241 3.264360e+00 -4.287789e+00
242 -4.287789e+00 3.264360e+00
243 -9.394700e-01 -4.287789e+00
244 -1.429369e+00 -9.394700e-01
245 -9.394700e-01 -1.429369e+00
246 -6.794247e-01 -9.394700e-01
247 7.333333e+00 -6.794247e-01
248 -7.666667e+00 7.333333e+00
249 1.333333e+00 -7.666667e+00
250 -1.666667e+00 1.333333e+00
251 -3.666667e+00 -1.666667e+00
252 -7.666667e+00 -3.666667e+00
253 -5.666667e+00 -7.666667e+00
254 2.333333e+00 -5.666667e+00
255 4.333333e+00 2.333333e+00
256 -4.666667e+00 4.333333e+00
257 -6.666667e-01 -4.666667e+00
258 1.633333e+01 -6.666667e-01
259 8.749262e+00 1.633333e+01
260 7.492623e-01 8.749262e+00
261 1.749262e+00 7.492623e-01
262 -3.250738e+00 1.749262e+00
263 1.578367e-01 -3.250738e+00
264 -9.964208e-01 1.578367e-01
265 5.301160e-01 -9.964208e-01
266 3.773773e+00 5.301160e-01
267 1.530116e+00 3.773773e+00
268 -1.259668e-01 1.530116e+00
269 -4.947775e+00 -1.259668e-01
270 -6.947775e+00 -4.947775e+00
271 -2.453788e+00 -6.947775e+00
272 4.194493e+00 -2.453788e+00
273 -5.805507e+00 4.194493e+00
274 -3.226227e+00 -5.805507e+00
275 4.732891e+00 -3.226227e+00
276 1.194493e+00 4.732891e+00
277 3.125527e+00 1.194493e+00
278 -4.978025e-01 3.125527e+00
279 -2.880475e+00 -4.978025e-01
280 1.298368e+00 -2.880475e+00
281 3.530116e+00 1.298368e+00
282 -6.044938e+00 3.530116e+00
283 -4.044938e+00 -6.044938e+00
284 -7.842163e+00 -4.044938e+00
285 -2.615643e+00 -7.842163e+00
286 -6.842163e+00 -2.615643e+00
287 3.222997e-01 -6.842163e+00
288 -2.842163e+00 3.222997e-01
289 -8.421633e-01 -2.842163e+00
290 -6.842163e+00 -8.421633e-01
291 -5.842163e+00 -6.842163e+00
292 3.955062e+00 -5.842163e+00
293 -5.044938e+00 3.955062e+00
294 -3.267109e+00 -5.044938e+00
295 7.328909e-01 -3.267109e+00
296 -2.267109e+00 7.328909e-01
297 -2.272360e+00 -2.267109e+00
298 -3.267109e+00 -2.272360e+00
299 -6.272360e+00 -3.267109e+00
300 -2.267109e+00 -6.272360e+00
301 -1.267109e+00 -2.267109e+00
302 -3.267109e+00 -1.267109e+00
303 -1.267109e+00 -3.267109e+00
304 -1.735640e+00 -1.267109e+00
305 2.668161e+00 -1.735640e+00
306 -9.394700e-01 2.668161e+00
307 3.254844e+00 -9.394700e-01
308 1.060530e+00 3.254844e+00
309 -7.356405e-01 1.060530e+00
310 -3.331839e+00 -7.356405e-01
311 3.579334e+00 -3.331839e+00
312 -1.939470e+00 3.579334e+00
313 -2.939470e+00 -1.939470e+00
314 -2.939470e+00 -2.939470e+00
315 -4.206663e-01 -2.939470e+00
316 -3.745156e+00 -4.206663e-01
317 -3.679425e+00 -3.745156e+00
318 3.205753e-01 -3.679425e+00
319 -4.348176e+00 3.205753e-01
320 -6.794247e-01 -4.348176e+00
321 -4.631979e+00 -6.794247e-01
322 -3.510031e+00 -4.631979e+00
323 -2.679425e+00 -3.510031e+00
324 -1.679425e+00 -2.679425e+00
325 3.320575e+00 -1.679425e+00
326 -6.794247e-01 3.320575e+00
327 -3.679425e+00 -6.794247e-01
328 -1.331839e+00 -3.679425e+00
329 -7.356405e-01 -1.331839e+00
330 2.643595e-01 -7.356405e-01
331 1.546212e+00 2.643595e-01
332 -2.113738e+00 1.546212e+00
333 -4.978025e-01 -2.113738e+00
334 -2.331839e+00 -4.978025e-01
335 -1.497803e+00 -2.331839e+00
336 -3.679425e+00 -1.497803e+00
337 -3.392191e+00 -3.679425e+00
338 -3.261203e-01 -3.392191e+00
339 -5.842163e+00 -3.261203e-01
340 -6.125967e+00 -5.842163e+00
341 5.175211e-01 -6.125967e+00
342 -7.356405e-01 5.175211e-01
343 8.128867e-01 -7.356405e-01
344 -6.794247e-01 8.128867e-01
345 8.320575e+00 -6.794247e-01
346 -2.679425e+00 8.320575e+00
347 2.754213e+00 -2.679425e+00
348 -2.610228e+00 2.754213e+00
349 -3.679425e+00 -2.610228e+00
350 -4.048841e+00 -3.679425e+00
351 3.426289e+00 -4.048841e+00
352 6.043789e-01 3.426289e+00
353 1.264360e+00 6.043789e-01
354 2.320575e+00 1.264360e+00
355 -1.735640e+00 2.320575e+00
356 3.897716e-01 -1.735640e+00
357 -3.679425e+00 3.897716e-01
358 -3.956211e-01 -3.679425e+00
359 4.628798e+00 -3.956211e-01
360 6.726327e+00 4.628798e+00
361 2.726327e+00 6.726327e+00
362 3.038496e+00 2.726327e+00
363 -1.961504e+00 3.038496e+00
364 -2.250738e+00 -1.961504e+00
365 4.749262e+00 -2.250738e+00
366 -2.961504e+00 4.749262e+00
367 7.492623e-01 -2.961504e+00
368 -1.961504e+00 7.492623e-01
369 -1.961983e+00 -1.961504e+00
370 -3.610228e+00 -1.961983e+00
371 -1.961983e+00 -3.610228e+00
372 3.801679e-02 -1.961983e+00
373 -1.961983e+00 3.801679e-02
374 3.389772e+00 -1.961983e+00
375 -6.102284e-01 3.389772e+00
376 3.992166e+00 -6.102284e-01
377 2.991873e+00 3.992166e+00
378 4.485861e+00 2.991873e+00
379 5.485861e+00 4.485861e+00
380 -5.141389e-01 5.485861e+00
381 6.353918e-01 -5.141389e-01
382 6.353918e-01 6.353918e-01
383 3.911138e+00 6.353918e-01
384 -2.088862e+00 3.911138e+00
385 -2.392191e+00 -2.088862e+00
386 1.716420e+00 -2.392191e+00
387 1.992166e+00 1.716420e+00
388 5.485861e+00 1.992166e+00
389 3.485861e+00 5.485861e+00
390 -5.141389e-01 3.485861e+00
391 2.607809e+00 -5.141389e-01
392 4.485861e+00 2.607809e+00
393 -2.299202e+00 4.485861e+00
394 7.007983e-01 -2.299202e+00
395 1.716420e+00 7.007983e-01
396 1.607809e+00 1.716420e+00
397 -2.510031e+00 1.607809e+00
398 2.489969e+00 -2.510031e+00
399 -3.429002e+00 2.489969e+00
400 4.899690e-01 -3.429002e+00
401 4.899690e-01 4.899690e-01
402 -6.197507e-01 4.899690e-01
403 -3.550951e+00 -6.197507e-01
404 -4.550951e+00 -3.550951e+00
405 -1.619751e+00 -4.550951e+00
406 -3.113738e+00 -1.619751e+00
407 -6.113738e+00 -3.113738e+00
408 8.862616e-01 -6.113738e+00
409 -2.250738e+00 8.862616e-01
410 -4.028959e+00 -2.250738e+00
411 -2.656524e+00 -4.028959e+00
412 -2.469884e+00 -2.656524e+00
413 -4.469884e+00 -2.469884e+00
414 -4.028959e+00 -4.469884e+00
415 -4.028959e+00 -4.028959e+00
416 -5.429002e+00 -4.028959e+00
417 -5.429002e+00 -5.429002e+00
418 -5.429002e+00 -5.429002e+00
419 -3.550951e+00 -5.429002e+00
420 -4.550951e+00 -3.550951e+00
421 -4.429002e+00 -4.550951e+00
422 -5.372237e+00 -4.429002e+00
423 -2.783003e+00 -5.372237e+00
424 -3.926767e+00 -2.783003e+00
425 -1.372237e+00 -3.926767e+00
426 -7.089715e+00 -1.372237e+00
427 -4.169426e+00 -7.089715e+00
428 7.509592e+00 -4.169426e+00
429 -5.356688e-01 7.509592e+00
430 3.627763e+00 -5.356688e-01
431 1.992166e+00 3.627763e+00
432 -5.127946e+00 1.992166e+00
433 3.073233e+00 -5.127946e+00
434 1.727640e+00 3.073233e+00
435 -5.429002e+00 1.727640e+00
436 -6.353427e+00 -5.429002e+00
437 1.913944e+00 -6.353427e+00
438 3.028978e+00 1.913944e+00
439 1.872054e+00 3.028978e+00
440 6.464331e+00 1.872054e+00
441 9.464331e+00 6.464331e+00
442 4.329090e+00 9.464331e+00
443 2.489969e+00 4.329090e+00
444 5.603639e-01 2.489969e+00
445 8.862616e-01 5.603639e-01
446 1.955062e+00 8.862616e-01
447 2.716420e+00 1.955062e+00
448 6.727640e+00 2.716420e+00
449 5.700798e+00 6.727640e+00
450 -5.127946e+00 5.700798e+00
451 5.464331e+00 -5.127946e+00
452 6.607809e+00 5.464331e+00
453 -3.429002e+00 6.607809e+00
454 -4.971022e+00 -3.429002e+00
455 5.255328e+00 -4.971022e+00
456 1.485861e+00 5.255328e+00
457 -3.226227e+00 1.485861e+00
458 -4.701937e+00 -3.226227e+00
459 5.709977e-01 -4.701937e+00
460 7.464331e+00 5.709977e-01
461 3.028978e+00 7.464331e+00
462 3.983619e+00 3.028978e+00
463 8.464572e-02 3.983619e+00
464 3.560364e+00 8.464572e-02
465 7.502197e+00 3.560364e+00
466 -9.008127e+00 7.502197e+00
467 3.727640e+00 -9.008127e+00
468 3.913944e+00 3.727640e+00
469 5.255328e+00 3.913944e+00
470 -3.631979e+00 5.255328e+00
471 -8.632832e+00 -3.631979e+00
472 3.449049e+00 -8.632832e+00
473 1.032909e+01 3.449049e+00
474 7.164204e-01 1.032909e+01
475 -3.044938e+00 7.164204e-01
476 5.255328e+00 -3.044938e+00
477 1.002898e+01 5.255328e+00
478 2.700798e+00 1.002898e+01
479 3.716420e+00 2.700798e+00
480 1.246433e+01 3.716420e+00
481 6.440502e+00 1.246433e+01
482 2.874033e+00 6.440502e+00
483 3.671682e-01 2.874033e+00
484 4.384157e-01 3.671682e-01
485 5.546696e+00 4.384157e-01
486 -1.744672e+00 5.546696e+00
487 -3.283580e+00 -1.744672e+00
488 1.367168e+00 -3.283580e+00
489 3.627763e+00 1.367168e+00
490 -1.435308e+00 3.627763e+00
491 9.530116e+00 -1.435308e+00
492 1.295506e+01 9.530116e+00
493 8.367168e+00 1.295506e+01
494 6.028978e+00 8.367168e+00
495 3.502197e+00 6.028978e+00
496 -4.439636e+00 3.502197e+00
497 7.125527e+00 -4.439636e+00
498 -5.372237e+00 7.125527e+00
499 -5.021243e+00 -5.372237e+00
500 -4.283580e+00 -5.021243e+00
501 1.716420e+00 -4.283580e+00
502 1.716420e+00 1.716420e+00
503 2.991873e+00 1.716420e+00
504 5.716420e+00 2.991873e+00
505 7.464331e+00 5.716420e+00
506 -4.290023e-01 7.464331e+00
507 9.157681e+00 -4.290023e-01
508 2.553280e-01 9.157681e+00
509 9.073233e+00 2.553280e-01
510 7.992166e+00 9.073233e+00
511 6.125527e+00 7.992166e+00
512 -9.615038e-01 6.125527e+00
513 -1.961504e+00 -9.615038e-01
514 2.038496e+00 -1.961504e+00
515 2.038496e+00 2.038496e+00
516 2.264360e+00 2.038496e+00
517 5.264360e+00 2.264360e+00
518 3.264360e+00 5.264360e+00
519 2.264360e+00 3.264360e+00
520 -9.615038e-01 2.264360e+00
521 NA -9.615038e-01
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] 1.473568e+00 4.735684e-01
[2,] -1.101678e+00 1.473568e+00
[3,] -2.058749e+00 -1.101678e+00
[4,] -7.089715e+00 -2.058749e+00
[5,] -8.170998e-01 -7.089715e+00
[6,] -2.817100e+00 -8.170998e-01
[7,] -1.942515e+00 -2.817100e+00
[8,] 5.748481e-02 -1.942515e+00
[9,] 3.057485e+00 5.748481e-02
[10,] -1.942515e+00 3.057485e+00
[11,] 1.829002e-01 -1.942515e+00
[12,] -5.392191e+00 1.829002e-01
[13,] -7.356405e-01 -5.392191e+00
[14,] 4.426289e+00 -7.356405e-01
[15,] -4.077216e+00 4.426289e+00
[16,] 1.668161e+00 -4.077216e+00
[17,] -3.351576e+00 1.668161e+00
[18,] -4.947775e+00 -3.351576e+00
[19,] -1.871133e-01 -4.947775e+00
[20,] -3.318393e-01 -1.871133e-01
[21,] -7.008127e+00 -3.318393e-01
[22,] -4.077216e+00 -7.008127e+00
[23,] -3.392191e+00 -4.077216e+00
[24,] -3.514139e+00 -3.392191e+00
[25,] -3.947775e+00 -3.514139e+00
[26,] -3.351576e+00 -3.947775e+00
[27,] -4.226227e+00 -3.351576e+00
[28,] -7.356405e-01 -4.226227e+00
[29,] 1.830574e+00 -7.356405e-01
[30,] -1.782828e+00 1.830574e+00
[31,] -2.782828e+00 -1.782828e+00
[32,] -8.049841e-01 -2.782828e+00
[33,] -3.169426e+00 -8.049841e-01
[34,] -1.169426e+00 -3.169426e+00
[35,] -5.372237e+00 -1.169426e+00
[36,] -5.007796e+00 -5.372237e+00
[37,] -3.372237e+00 -5.007796e+00
[38,] -2.372237e+00 -3.372237e+00
[39,] -2.007796e+00 -2.372237e+00
[40,] 9.754213e+00 -2.007796e+00
[41,] 8.754213e+00 9.754213e+00
[42,] -1.864545e+00 8.754213e+00
[43,] 1.029207e+00 -1.864545e+00
[44,] -1.864545e+00 1.029207e+00
[45,] 1.410449e+00 -1.864545e+00
[46,] -1.589551e+00 1.410449e+00
[47,] -8.645453e-01 -1.589551e+00
[48,] -3.351576e+00 -8.645453e-01
[49,] -3.351576e+00 -3.351576e+00
[50,] -1.351576e+00 -3.351576e+00
[51,] 7.264360e+00 -1.351576e+00
[52,] -4.842163e+00 7.264360e+00
[53,] -2.351576e+00 -4.842163e+00
[54,] 1.578367e-01 -2.351576e+00
[55,] 9.918735e-01 1.578367e-01
[56,] 3.607809e+00 9.918735e-01
[57,] 1.489969e+00 3.607809e+00
[58,] -7.356405e-01 1.489969e+00
[59,] -2.429002e+00 -7.356405e-01
[60,] -3.351576e+00 -2.429002e+00
[61,] -2.630029e+00 -3.351576e+00
[62,] -6.044938e+00 -2.630029e+00
[63,] -4.245964e+00 -6.044938e+00
[64,] -4.226227e+00 -4.245964e+00
[65,] 3.570998e+00 -4.226227e+00
[66,] 6.681607e-01 3.570998e+00
[67,] 1.570998e+00 6.681607e-01
[68,] -1.630029e+00 1.570998e+00
[69,] -6.245964e+00 -1.630029e+00
[70,] -2.510031e+00 -6.245964e+00
[71,] 1.264360e+00 -2.510031e+00
[72,] -3.226227e+00 1.264360e+00
[73,] -3.218189e+00 -3.226227e+00
[74,] -4.723955e+00 -3.218189e+00
[75,] 4.534168e+00 -4.723955e+00
[76,] -6.086056e+00 4.534168e+00
[77,] -3.058749e+00 -6.086056e+00
[78,] 3.500875e+00 -3.058749e+00
[79,] 7.164204e-01 3.500875e+00
[80,] 4.627763e+00 7.164204e-01
[81,] 2.410781e+01 4.627763e+00
[82,] 2.429089e+00 2.410781e+01
[83,] -4.533038e-01 2.429089e+00
[84,] -4.783003e+00 -4.533038e-01
[85,] -3.372237e+00 -4.783003e+00
[86,] -3.535185e+00 -3.372237e+00
[87,] 2.216997e+00 -3.535185e+00
[88,] 2.587946e+00 2.216997e+00
[89,] 4.500875e+00 2.587946e+00
[90,] -3.136308e+00 4.500875e+00
[91,] -9.089715e+00 -3.136308e+00
[92,] 3.887472e+00 -9.089715e+00
[93,] -4.089715e+00 3.887472e+00
[94,] 2.944759e+00 -4.089715e+00
[95,] -4.089715e+00 2.944759e+00
[96,] -1.453304e+00 -4.089715e+00
[97,] -7.246768e+00 -1.453304e+00
[98,] -4.299202e+00 -7.246768e+00
[99,] 4.534168e+00 -4.299202e+00
[100,] -2.372237e+00 4.534168e+00
[101,] -7.892191e+00 -2.372237e+00
[102,] 1.753232e+00 -7.892191e+00
[103,] 2.553280e-01 1.753232e+00
[104,] 8.874721e-01 2.553280e-01
[105,] -4.218189e+00 8.874721e-01
[106,] -4.991252e-01 -4.218189e+00
[107,] -6.892191e+00 -4.991252e-01
[108,] 1.863692e+00 -6.892191e+00
[109,] -5.139834e+00 1.863692e+00
[110,] 3.216997e+00 -5.139834e+00
[111,] -3.299202e+00 3.216997e+00
[112,] 2.587946e+00 -3.299202e+00
[113,] 2.347349e-15 2.587946e+00
[114,] 2.570998e+00 2.347349e-15
[115,] -2.510031e+00 2.570998e+00
[116,] -4.429002e+00 -2.510031e+00
[117,] 3.849616e-02 -4.429002e+00
[118,] 1.038496e+00 3.849616e-02
[119,] 3.849616e-02 1.038496e+00
[120,] -2.429002e+00 3.849616e-02
[121,] -1.348101e+00 -2.429002e+00
[122,] -9.615038e-01 -1.348101e+00
[123,] 1.038496e+00 -9.615038e-01
[124,] -2.226227e+00 1.038496e+00
[125,] 3.849616e-02 -2.226227e+00
[126,] -1.226227e+00 3.849616e-02
[127,] -1.631979e+00 -1.226227e+00
[128,] -1.631979e+00 -1.631979e+00
[129,] 8.305743e-01 -1.631979e+00
[130,] 1.207883e+00 8.305743e-01
[131,] 2.078826e-01 1.207883e+00
[132,] 3.073233e+00 2.078826e-01
[133,] -7.007834e+00 3.073233e+00
[134,] -6.729050e+00 -7.007834e+00
[135,] 2.073233e+00 -6.729050e+00
[136,] 1.992166e+00 2.073233e+00
[137,] -4.089715e+00 1.992166e+00
[138,] 2.417369e+00 -4.089715e+00
[139,] -3.744672e+00 2.417369e+00
[140,] -1.729050e+00 -3.744672e+00
[141,] -1.125748e+00 -1.729050e+00
[142,] 1.255328e+00 -1.125748e+00
[143,] 6.449049e+00 1.255328e+00
[144,] -8.044938e+00 6.449049e+00
[145,] 3.570998e+00 -8.044938e+00
[146,] 4.830574e+00 3.570998e+00
[147,] 2.171715e-01 4.830574e+00
[148,] -4.007834e+00 2.171715e-01
[149,] -1.077216e+00 -4.007834e+00
[150,] 9.102852e-01 -1.077216e+00
[151,] 1.570998e+00 9.102852e-01
[152,] 3.607809e+00 1.570998e+00
[153,] 1.376852e+01 3.607809e+00
[154,] 4.768522e+00 1.376852e+01
[155,] -6.156429e-01 4.768522e+00
[156,] 1.038017e+00 -6.156429e-01
[157,] 7.038017e+00 1.038017e+00
[158,] 3.801679e-02 7.038017e+00
[159,] 2.874033e+00 3.801679e-02
[160,] 9.874033e+00 2.874033e+00
[161,] -3.044938e+00 9.874033e+00
[162,] -1.044938e+00 -3.044938e+00
[163,] 1.578367e-01 -1.044938e+00
[164,] 2.955062e+00 1.578367e-01
[165,] -3.125967e+00 2.955062e+00
[166,] -6.125967e+00 -3.125967e+00
[167,] -4.842163e+00 -6.125967e+00
[168,] 3.157837e+00 -4.842163e+00
[169,] 1.695506e+01 3.157837e+00
[170,] -6.125967e+00 1.695506e+01
[171,] -3.514139e+00 -6.125967e+00
[172,] 2.804943e+00 -3.514139e+00
[173,] 7.157837e+00 2.804943e+00
[174,] 1.015784e+01 7.157837e+00
[175,] 5.651824e+00 1.015784e+01
[176,] -7.044938e+00 5.651824e+00
[177,] -1.842163e+00 -7.044938e+00
[178,] -1.125967e+00 -1.842163e+00
[179,] 7.874033e+00 -1.125967e+00
[180,] 1.487403e+01 7.874033e+00
[181,] -2.348176e+00 1.487403e+01
[182,] -7.125967e+00 -2.348176e+00
[183,] -8.421633e-01 -7.125967e+00
[184,] 1.874033e+00 -8.421633e-01
[185,] 4.874033e+00 1.874033e+00
[186,] 1.955062e+00 4.874033e+00
[187,] -2.314785e-01 1.955062e+00
[188,] 1.115784e+01 -2.314785e-01
[189,] -3.481757e-01 1.115784e+01
[190,] -3.125967e+00 -3.481757e-01
[191,] 1.495506e+01 -3.125967e+00
[192,] 4.570998e+00 1.495506e+01
[193,] 4.874033e+00 4.570998e+00
[194,] 2.157837e+00 4.874033e+00
[195,] 1.955062e+00 2.157837e+00
[196,] 9.651824e+00 1.955062e+00
[197,] -8.421633e-01 9.651824e+00
[198,] 3.874033e+00 -8.421633e-01
[199,] 7.685215e-01 3.874033e+00
[200,] 5.709977e-01 7.685215e-01
[201,] -7.125967e+00 5.709977e-01
[202,] -2.125967e+00 -7.125967e+00
[203,] -1.044938e+00 -2.125967e+00
[204,] -2.125967e+00 -1.044938e+00
[205,] -2.348176e+00 -2.125967e+00
[206,] 1.095506e+01 -2.348176e+00
[207,] 4.874033e+00 1.095506e+01
[208,] 9.874033e+00 4.874033e+00
[209,] -5.125967e+00 9.874033e+00
[210,] 6.874033e+00 -5.125967e+00
[211,] -1.514139e+00 6.874033e+00
[212,] -3.044938e+00 -1.514139e+00
[213,] 3.157837e+00 -3.044938e+00
[214,] -1.514139e+00 3.157837e+00
[215,] 1.587403e+01 -1.514139e+00
[216,] -2.044938e+00 1.587403e+01
[217,] 5.874033e+00 -2.044938e+00
[218,] 7.874033e+00 5.874033e+00
[219,] 8.740332e-01 7.874033e+00
[220,] -4.195057e+00 8.740332e-01
[221,] -3.195057e+00 -4.195057e+00
[222,] -3.679425e+00 -3.195057e+00
[223,] -3.679425e+00 -3.679425e+00
[224,] -3.348101e+00 -3.679425e+00
[225,] -7.231478e+00 -3.348101e+00
[226,] -2.348101e+00 -7.231478e+00
[227,] 1.517521e+00 -2.348101e+00
[228,] -3.679425e+00 1.517521e+00
[229,] -5.231478e+00 -3.679425e+00
[230,] -2.195057e+00 -5.231478e+00
[231,] 5.175211e-01 -2.195057e+00
[232,] -2.679425e+00 5.175211e-01
[233,] 6.517521e+00 -2.679425e+00
[234,] -2.679425e+00 6.517521e+00
[235,] -3.679425e+00 -2.679425e+00
[236,] -7.231478e+00 -3.679425e+00
[237,] -3.712543e+00 -7.231478e+00
[238,] -2.429369e+00 -3.712543e+00
[239,] -1.996421e+00 -2.429369e+00
[240,] -4.287789e+00 -1.996421e+00
[241,] 3.264360e+00 -4.287789e+00
[242,] -4.287789e+00 3.264360e+00
[243,] -9.394700e-01 -4.287789e+00
[244,] -1.429369e+00 -9.394700e-01
[245,] -9.394700e-01 -1.429369e+00
[246,] -6.794247e-01 -9.394700e-01
[247,] 7.333333e+00 -6.794247e-01
[248,] -7.666667e+00 7.333333e+00
[249,] 1.333333e+00 -7.666667e+00
[250,] -1.666667e+00 1.333333e+00
[251,] -3.666667e+00 -1.666667e+00
[252,] -7.666667e+00 -3.666667e+00
[253,] -5.666667e+00 -7.666667e+00
[254,] 2.333333e+00 -5.666667e+00
[255,] 4.333333e+00 2.333333e+00
[256,] -4.666667e+00 4.333333e+00
[257,] -6.666667e-01 -4.666667e+00
[258,] 1.633333e+01 -6.666667e-01
[259,] 8.749262e+00 1.633333e+01
[260,] 7.492623e-01 8.749262e+00
[261,] 1.749262e+00 7.492623e-01
[262,] -3.250738e+00 1.749262e+00
[263,] 1.578367e-01 -3.250738e+00
[264,] -9.964208e-01 1.578367e-01
[265,] 5.301160e-01 -9.964208e-01
[266,] 3.773773e+00 5.301160e-01
[267,] 1.530116e+00 3.773773e+00
[268,] -1.259668e-01 1.530116e+00
[269,] -4.947775e+00 -1.259668e-01
[270,] -6.947775e+00 -4.947775e+00
[271,] -2.453788e+00 -6.947775e+00
[272,] 4.194493e+00 -2.453788e+00
[273,] -5.805507e+00 4.194493e+00
[274,] -3.226227e+00 -5.805507e+00
[275,] 4.732891e+00 -3.226227e+00
[276,] 1.194493e+00 4.732891e+00
[277,] 3.125527e+00 1.194493e+00
[278,] -4.978025e-01 3.125527e+00
[279,] -2.880475e+00 -4.978025e-01
[280,] 1.298368e+00 -2.880475e+00
[281,] 3.530116e+00 1.298368e+00
[282,] -6.044938e+00 3.530116e+00
[283,] -4.044938e+00 -6.044938e+00
[284,] -7.842163e+00 -4.044938e+00
[285,] -2.615643e+00 -7.842163e+00
[286,] -6.842163e+00 -2.615643e+00
[287,] 3.222997e-01 -6.842163e+00
[288,] -2.842163e+00 3.222997e-01
[289,] -8.421633e-01 -2.842163e+00
[290,] -6.842163e+00 -8.421633e-01
[291,] -5.842163e+00 -6.842163e+00
[292,] 3.955062e+00 -5.842163e+00
[293,] -5.044938e+00 3.955062e+00
[294,] -3.267109e+00 -5.044938e+00
[295,] 7.328909e-01 -3.267109e+00
[296,] -2.267109e+00 7.328909e-01
[297,] -2.272360e+00 -2.267109e+00
[298,] -3.267109e+00 -2.272360e+00
[299,] -6.272360e+00 -3.267109e+00
[300,] -2.267109e+00 -6.272360e+00
[301,] -1.267109e+00 -2.267109e+00
[302,] -3.267109e+00 -1.267109e+00
[303,] -1.267109e+00 -3.267109e+00
[304,] -1.735640e+00 -1.267109e+00
[305,] 2.668161e+00 -1.735640e+00
[306,] -9.394700e-01 2.668161e+00
[307,] 3.254844e+00 -9.394700e-01
[308,] 1.060530e+00 3.254844e+00
[309,] -7.356405e-01 1.060530e+00
[310,] -3.331839e+00 -7.356405e-01
[311,] 3.579334e+00 -3.331839e+00
[312,] -1.939470e+00 3.579334e+00
[313,] -2.939470e+00 -1.939470e+00
[314,] -2.939470e+00 -2.939470e+00
[315,] -4.206663e-01 -2.939470e+00
[316,] -3.745156e+00 -4.206663e-01
[317,] -3.679425e+00 -3.745156e+00
[318,] 3.205753e-01 -3.679425e+00
[319,] -4.348176e+00 3.205753e-01
[320,] -6.794247e-01 -4.348176e+00
[321,] -4.631979e+00 -6.794247e-01
[322,] -3.510031e+00 -4.631979e+00
[323,] -2.679425e+00 -3.510031e+00
[324,] -1.679425e+00 -2.679425e+00
[325,] 3.320575e+00 -1.679425e+00
[326,] -6.794247e-01 3.320575e+00
[327,] -3.679425e+00 -6.794247e-01
[328,] -1.331839e+00 -3.679425e+00
[329,] -7.356405e-01 -1.331839e+00
[330,] 2.643595e-01 -7.356405e-01
[331,] 1.546212e+00 2.643595e-01
[332,] -2.113738e+00 1.546212e+00
[333,] -4.978025e-01 -2.113738e+00
[334,] -2.331839e+00 -4.978025e-01
[335,] -1.497803e+00 -2.331839e+00
[336,] -3.679425e+00 -1.497803e+00
[337,] -3.392191e+00 -3.679425e+00
[338,] -3.261203e-01 -3.392191e+00
[339,] -5.842163e+00 -3.261203e-01
[340,] -6.125967e+00 -5.842163e+00
[341,] 5.175211e-01 -6.125967e+00
[342,] -7.356405e-01 5.175211e-01
[343,] 8.128867e-01 -7.356405e-01
[344,] -6.794247e-01 8.128867e-01
[345,] 8.320575e+00 -6.794247e-01
[346,] -2.679425e+00 8.320575e+00
[347,] 2.754213e+00 -2.679425e+00
[348,] -2.610228e+00 2.754213e+00
[349,] -3.679425e+00 -2.610228e+00
[350,] -4.048841e+00 -3.679425e+00
[351,] 3.426289e+00 -4.048841e+00
[352,] 6.043789e-01 3.426289e+00
[353,] 1.264360e+00 6.043789e-01
[354,] 2.320575e+00 1.264360e+00
[355,] -1.735640e+00 2.320575e+00
[356,] 3.897716e-01 -1.735640e+00
[357,] -3.679425e+00 3.897716e-01
[358,] -3.956211e-01 -3.679425e+00
[359,] 4.628798e+00 -3.956211e-01
[360,] 6.726327e+00 4.628798e+00
[361,] 2.726327e+00 6.726327e+00
[362,] 3.038496e+00 2.726327e+00
[363,] -1.961504e+00 3.038496e+00
[364,] -2.250738e+00 -1.961504e+00
[365,] 4.749262e+00 -2.250738e+00
[366,] -2.961504e+00 4.749262e+00
[367,] 7.492623e-01 -2.961504e+00
[368,] -1.961504e+00 7.492623e-01
[369,] -1.961983e+00 -1.961504e+00
[370,] -3.610228e+00 -1.961983e+00
[371,] -1.961983e+00 -3.610228e+00
[372,] 3.801679e-02 -1.961983e+00
[373,] -1.961983e+00 3.801679e-02
[374,] 3.389772e+00 -1.961983e+00
[375,] -6.102284e-01 3.389772e+00
[376,] 3.992166e+00 -6.102284e-01
[377,] 2.991873e+00 3.992166e+00
[378,] 4.485861e+00 2.991873e+00
[379,] 5.485861e+00 4.485861e+00
[380,] -5.141389e-01 5.485861e+00
[381,] 6.353918e-01 -5.141389e-01
[382,] 6.353918e-01 6.353918e-01
[383,] 3.911138e+00 6.353918e-01
[384,] -2.088862e+00 3.911138e+00
[385,] -2.392191e+00 -2.088862e+00
[386,] 1.716420e+00 -2.392191e+00
[387,] 1.992166e+00 1.716420e+00
[388,] 5.485861e+00 1.992166e+00
[389,] 3.485861e+00 5.485861e+00
[390,] -5.141389e-01 3.485861e+00
[391,] 2.607809e+00 -5.141389e-01
[392,] 4.485861e+00 2.607809e+00
[393,] -2.299202e+00 4.485861e+00
[394,] 7.007983e-01 -2.299202e+00
[395,] 1.716420e+00 7.007983e-01
[396,] 1.607809e+00 1.716420e+00
[397,] -2.510031e+00 1.607809e+00
[398,] 2.489969e+00 -2.510031e+00
[399,] -3.429002e+00 2.489969e+00
[400,] 4.899690e-01 -3.429002e+00
[401,] 4.899690e-01 4.899690e-01
[402,] -6.197507e-01 4.899690e-01
[403,] -3.550951e+00 -6.197507e-01
[404,] -4.550951e+00 -3.550951e+00
[405,] -1.619751e+00 -4.550951e+00
[406,] -3.113738e+00 -1.619751e+00
[407,] -6.113738e+00 -3.113738e+00
[408,] 8.862616e-01 -6.113738e+00
[409,] -2.250738e+00 8.862616e-01
[410,] -4.028959e+00 -2.250738e+00
[411,] -2.656524e+00 -4.028959e+00
[412,] -2.469884e+00 -2.656524e+00
[413,] -4.469884e+00 -2.469884e+00
[414,] -4.028959e+00 -4.469884e+00
[415,] -4.028959e+00 -4.028959e+00
[416,] -5.429002e+00 -4.028959e+00
[417,] -5.429002e+00 -5.429002e+00
[418,] -5.429002e+00 -5.429002e+00
[419,] -3.550951e+00 -5.429002e+00
[420,] -4.550951e+00 -3.550951e+00
[421,] -4.429002e+00 -4.550951e+00
[422,] -5.372237e+00 -4.429002e+00
[423,] -2.783003e+00 -5.372237e+00
[424,] -3.926767e+00 -2.783003e+00
[425,] -1.372237e+00 -3.926767e+00
[426,] -7.089715e+00 -1.372237e+00
[427,] -4.169426e+00 -7.089715e+00
[428,] 7.509592e+00 -4.169426e+00
[429,] -5.356688e-01 7.509592e+00
[430,] 3.627763e+00 -5.356688e-01
[431,] 1.992166e+00 3.627763e+00
[432,] -5.127946e+00 1.992166e+00
[433,] 3.073233e+00 -5.127946e+00
[434,] 1.727640e+00 3.073233e+00
[435,] -5.429002e+00 1.727640e+00
[436,] -6.353427e+00 -5.429002e+00
[437,] 1.913944e+00 -6.353427e+00
[438,] 3.028978e+00 1.913944e+00
[439,] 1.872054e+00 3.028978e+00
[440,] 6.464331e+00 1.872054e+00
[441,] 9.464331e+00 6.464331e+00
[442,] 4.329090e+00 9.464331e+00
[443,] 2.489969e+00 4.329090e+00
[444,] 5.603639e-01 2.489969e+00
[445,] 8.862616e-01 5.603639e-01
[446,] 1.955062e+00 8.862616e-01
[447,] 2.716420e+00 1.955062e+00
[448,] 6.727640e+00 2.716420e+00
[449,] 5.700798e+00 6.727640e+00
[450,] -5.127946e+00 5.700798e+00
[451,] 5.464331e+00 -5.127946e+00
[452,] 6.607809e+00 5.464331e+00
[453,] -3.429002e+00 6.607809e+00
[454,] -4.971022e+00 -3.429002e+00
[455,] 5.255328e+00 -4.971022e+00
[456,] 1.485861e+00 5.255328e+00
[457,] -3.226227e+00 1.485861e+00
[458,] -4.701937e+00 -3.226227e+00
[459,] 5.709977e-01 -4.701937e+00
[460,] 7.464331e+00 5.709977e-01
[461,] 3.028978e+00 7.464331e+00
[462,] 3.983619e+00 3.028978e+00
[463,] 8.464572e-02 3.983619e+00
[464,] 3.560364e+00 8.464572e-02
[465,] 7.502197e+00 3.560364e+00
[466,] -9.008127e+00 7.502197e+00
[467,] 3.727640e+00 -9.008127e+00
[468,] 3.913944e+00 3.727640e+00
[469,] 5.255328e+00 3.913944e+00
[470,] -3.631979e+00 5.255328e+00
[471,] -8.632832e+00 -3.631979e+00
[472,] 3.449049e+00 -8.632832e+00
[473,] 1.032909e+01 3.449049e+00
[474,] 7.164204e-01 1.032909e+01
[475,] -3.044938e+00 7.164204e-01
[476,] 5.255328e+00 -3.044938e+00
[477,] 1.002898e+01 5.255328e+00
[478,] 2.700798e+00 1.002898e+01
[479,] 3.716420e+00 2.700798e+00
[480,] 1.246433e+01 3.716420e+00
[481,] 6.440502e+00 1.246433e+01
[482,] 2.874033e+00 6.440502e+00
[483,] 3.671682e-01 2.874033e+00
[484,] 4.384157e-01 3.671682e-01
[485,] 5.546696e+00 4.384157e-01
[486,] -1.744672e+00 5.546696e+00
[487,] -3.283580e+00 -1.744672e+00
[488,] 1.367168e+00 -3.283580e+00
[489,] 3.627763e+00 1.367168e+00
[490,] -1.435308e+00 3.627763e+00
[491,] 9.530116e+00 -1.435308e+00
[492,] 1.295506e+01 9.530116e+00
[493,] 8.367168e+00 1.295506e+01
[494,] 6.028978e+00 8.367168e+00
[495,] 3.502197e+00 6.028978e+00
[496,] -4.439636e+00 3.502197e+00
[497,] 7.125527e+00 -4.439636e+00
[498,] -5.372237e+00 7.125527e+00
[499,] -5.021243e+00 -5.372237e+00
[500,] -4.283580e+00 -5.021243e+00
[501,] 1.716420e+00 -4.283580e+00
[502,] 1.716420e+00 1.716420e+00
[503,] 2.991873e+00 1.716420e+00
[504,] 5.716420e+00 2.991873e+00
[505,] 7.464331e+00 5.716420e+00
[506,] -4.290023e-01 7.464331e+00
[507,] 9.157681e+00 -4.290023e-01
[508,] 2.553280e-01 9.157681e+00
[509,] 9.073233e+00 2.553280e-01
[510,] 7.992166e+00 9.073233e+00
[511,] 6.125527e+00 7.992166e+00
[512,] -9.615038e-01 6.125527e+00
[513,] -1.961504e+00 -9.615038e-01
[514,] 2.038496e+00 -1.961504e+00
[515,] 2.038496e+00 2.038496e+00
[516,] 2.264360e+00 2.038496e+00
[517,] 5.264360e+00 2.264360e+00
[518,] 3.264360e+00 5.264360e+00
[519,] 2.264360e+00 3.264360e+00
[520,] -9.615038e-01 2.264360e+00
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 1.473568e+00 4.735684e-01
2 -1.101678e+00 1.473568e+00
3 -2.058749e+00 -1.101678e+00
4 -7.089715e+00 -2.058749e+00
5 -8.170998e-01 -7.089715e+00
6 -2.817100e+00 -8.170998e-01
7 -1.942515e+00 -2.817100e+00
8 5.748481e-02 -1.942515e+00
9 3.057485e+00 5.748481e-02
10 -1.942515e+00 3.057485e+00
11 1.829002e-01 -1.942515e+00
12 -5.392191e+00 1.829002e-01
13 -7.356405e-01 -5.392191e+00
14 4.426289e+00 -7.356405e-01
15 -4.077216e+00 4.426289e+00
16 1.668161e+00 -4.077216e+00
17 -3.351576e+00 1.668161e+00
18 -4.947775e+00 -3.351576e+00
19 -1.871133e-01 -4.947775e+00
20 -3.318393e-01 -1.871133e-01
21 -7.008127e+00 -3.318393e-01
22 -4.077216e+00 -7.008127e+00
23 -3.392191e+00 -4.077216e+00
24 -3.514139e+00 -3.392191e+00
25 -3.947775e+00 -3.514139e+00
26 -3.351576e+00 -3.947775e+00
27 -4.226227e+00 -3.351576e+00
28 -7.356405e-01 -4.226227e+00
29 1.830574e+00 -7.356405e-01
30 -1.782828e+00 1.830574e+00
31 -2.782828e+00 -1.782828e+00
32 -8.049841e-01 -2.782828e+00
33 -3.169426e+00 -8.049841e-01
34 -1.169426e+00 -3.169426e+00
35 -5.372237e+00 -1.169426e+00
36 -5.007796e+00 -5.372237e+00
37 -3.372237e+00 -5.007796e+00
38 -2.372237e+00 -3.372237e+00
39 -2.007796e+00 -2.372237e+00
40 9.754213e+00 -2.007796e+00
41 8.754213e+00 9.754213e+00
42 -1.864545e+00 8.754213e+00
43 1.029207e+00 -1.864545e+00
44 -1.864545e+00 1.029207e+00
45 1.410449e+00 -1.864545e+00
46 -1.589551e+00 1.410449e+00
47 -8.645453e-01 -1.589551e+00
48 -3.351576e+00 -8.645453e-01
49 -3.351576e+00 -3.351576e+00
50 -1.351576e+00 -3.351576e+00
51 7.264360e+00 -1.351576e+00
52 -4.842163e+00 7.264360e+00
53 -2.351576e+00 -4.842163e+00
54 1.578367e-01 -2.351576e+00
55 9.918735e-01 1.578367e-01
56 3.607809e+00 9.918735e-01
57 1.489969e+00 3.607809e+00
58 -7.356405e-01 1.489969e+00
59 -2.429002e+00 -7.356405e-01
60 -3.351576e+00 -2.429002e+00
61 -2.630029e+00 -3.351576e+00
62 -6.044938e+00 -2.630029e+00
63 -4.245964e+00 -6.044938e+00
64 -4.226227e+00 -4.245964e+00
65 3.570998e+00 -4.226227e+00
66 6.681607e-01 3.570998e+00
67 1.570998e+00 6.681607e-01
68 -1.630029e+00 1.570998e+00
69 -6.245964e+00 -1.630029e+00
70 -2.510031e+00 -6.245964e+00
71 1.264360e+00 -2.510031e+00
72 -3.226227e+00 1.264360e+00
73 -3.218189e+00 -3.226227e+00
74 -4.723955e+00 -3.218189e+00
75 4.534168e+00 -4.723955e+00
76 -6.086056e+00 4.534168e+00
77 -3.058749e+00 -6.086056e+00
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503 2.991873e+00 1.716420e+00
504 5.716420e+00 2.991873e+00
505 7.464331e+00 5.716420e+00
506 -4.290023e-01 7.464331e+00
507 9.157681e+00 -4.290023e-01
508 2.553280e-01 9.157681e+00
509 9.073233e+00 2.553280e-01
510 7.992166e+00 9.073233e+00
511 6.125527e+00 7.992166e+00
512 -9.615038e-01 6.125527e+00
513 -1.961504e+00 -9.615038e-01
514 2.038496e+00 -1.961504e+00
515 2.038496e+00 2.038496e+00
516 2.264360e+00 2.038496e+00
517 5.264360e+00 2.264360e+00
518 3.264360e+00 5.264360e+00
519 2.264360e+00 3.264360e+00
520 -9.615038e-01 2.264360e+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/wessaorg/rcomp/tmp/7z8n01355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/8ug701355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/90txa1355761617.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')
Warning messages:
1: Not plotting observations with leverage one:
114
2: Not plotting observations with leverage one:
114
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/wessaorg/rcomp/tmp/109bd81355761617.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/wessaorg/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/11eeli1355761617.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,mysum$coefficients[i,1])
+ a<-table.element(a, round(mysum$coefficients[i,2],6))
+ a<-table.element(a, round(mysum$coefficients[i,3],4))
+ a<-table.element(a, round(mysum$coefficients[i,4],6))
+ a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/12x3jy1355761617.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, sqrt(mysum$r.squared))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, mysum$r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, mysum$adj.r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[1])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[2])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[3])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, mysum$sigma)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, sum(myerror*myerror))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/13wcbt1355761617.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,x[i])
+ a<-table.element(a,x[i]-mysum$resid[i])
+ a<-table.element(a,mysum$resid[i])
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/14wpci1355761617.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,gqarr[mypoint-kp3+1,1])
+ a<-table.element(a,gqarr[mypoint-kp3+1,2])
+ a<-table.element(a,gqarr[mypoint-kp3+1,3])
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/wessaorg/rcomp/tmp/15un7s1355761617.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant1)
+ a<-table.element(a,numsignificant1/numgqtests)
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant5)
+ a<-table.element(a,numsignificant5/numgqtests)
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant10)
+ a<-table.element(a,numsignificant10/numgqtests)
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/wessaorg/rcomp/tmp/16l3qk1355761617.tab")
+ }
>
> try(system("convert tmp/1r6su1355761617.ps tmp/1r6su1355761617.png",intern=TRUE))
character(0)
> try(system("convert tmp/226uf1355761617.ps tmp/226uf1355761617.png",intern=TRUE))
character(0)
> try(system("convert tmp/3l3zd1355761617.ps tmp/3l3zd1355761617.png",intern=TRUE))
character(0)
> try(system("convert tmp/4anxy1355761617.ps tmp/4anxy1355761617.png",intern=TRUE))
character(0)
> try(system("convert tmp/5zfl81355761617.ps tmp/5zfl81355761617.png",intern=TRUE))
character(0)
> try(system("convert tmp/6e5ep1355761617.ps tmp/6e5ep1355761617.png",intern=TRUE))
character(0)
> try(system("convert tmp/7z8n01355761617.ps tmp/7z8n01355761617.png",intern=TRUE))
character(0)
> try(system("convert tmp/8ug701355761617.ps tmp/8ug701355761617.png",intern=TRUE))
character(0)
> try(system("convert tmp/90txa1355761617.ps tmp/90txa1355761617.png",intern=TRUE))
character(0)
> try(system("convert tmp/109bd81355761617.ps tmp/109bd81355761617.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
69.130 1.849 71.054