R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
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Type 'contributors()' for more information and
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'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> x <- array(list(8.155
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+ ,13.123
+ ,1
+ ,1.551
+ ,2.797
+ ,103
+ ,14.583
+ ,1
+ ,3.116
+ ,5.599
+ ,102
+ ,14.472
+ ,1
+ ,1.558
+ ,2.810
+ ,112
+ ,15.922
+ ,1
+ ,1.529
+ ,2.831
+ ,111
+ ,15.663
+ ,1
+ ,1.924
+ ,3.504
+ ,110
+ ,15.648
+ ,1
+ ,1.740
+ ,3.042
+ ,104
+ ,14.767
+ ,1
+ ,1.576
+ ,2.900
+ ,106
+ ,14.976
+ ,1
+ ,8.033
+ ,14.379
+ ,105
+ ,14.844
+ ,1
+ ,1.729
+ ,3.026
+ ,103
+ ,14.590
+ ,1
+ ,1.949
+ ,3.464
+ ,106
+ ,15.042
+ ,1
+ ,2.905
+ ,5.074
+ ,108
+ ,15.303
+ ,1
+ ,3.738
+ ,6.584
+ ,91
+ ,12.925
+ ,1
+ ,8.445
+ ,14.124
+ ,103
+ ,14.615
+ ,1
+ ,1.405
+ ,2.548
+ ,99
+ ,13.980
+ ,1
+ ,4.179
+ ,7.538
+ ,99
+ ,14.096
+ ,1
+ ,22.468
+ ,41.301
+ ,93
+ ,13.131
+ ,1
+ ,9.856
+ ,17.790
+ ,105
+ ,14.933
+ ,1
+ ,35.483
+ ,63.941
+ ,89
+ ,12.667
+ ,1
+ ,4.491
+ ,7.863
+ ,103
+ ,14.527
+ ,1
+ ,4.948
+ ,8.651
+ ,101
+ ,14.252
+ ,1
+ ,5.519
+ ,9.764
+ ,101
+ ,14.268
+ ,1
+ ,43.205
+ ,70.309
+ ,112
+ ,15.891
+ ,1
+ ,6.746
+ ,11.834
+ ,103
+ ,14.554
+ ,1
+ ,16.787
+ ,30.893
+ ,93
+ ,13.186
+ ,1
+ ,8.346
+ ,14.437
+ ,96
+ ,13.637
+ ,1
+ ,7.784
+ ,13.747
+ ,103
+ ,14.562
+ ,1
+ ,3.851
+ ,6.645
+ ,100
+ ,14.121
+ ,1
+ ,5.180
+ ,9.662
+ ,97
+ ,13.762
+ ,1
+ ,23.212
+ ,38.337
+ ,102
+ ,14.458
+ ,1
+ ,9.755
+ ,16.905
+ ,108
+ ,15.242
+ ,1
+ ,11.263
+ ,19.980
+ ,103
+ ,14.538
+ ,1
+ ,3.902
+ ,6.942
+ ,104
+ ,14.699
+ ,1
+ ,6.792
+ ,12.432
+ ,90
+ ,12.798
+ ,1
+ ,8.270
+ ,14.509
+ ,98
+ ,13.884
+ ,1
+ ,10.645
+ ,19.138
+ ,92
+ ,13.020
+ ,1
+ ,7.572
+ ,13.816
+ ,90
+ ,12.791
+ ,1
+ ,6.251
+ ,11.495
+ ,94
+ ,13.302
+ ,1
+ ,16.288
+ ,29.997
+ ,89
+ ,12.657
+ ,1
+ ,6.443
+ ,12.037
+ ,90
+ ,12.711
+ ,1
+ ,17.602
+ ,32.019
+ ,96
+ ,13.573
+ ,1
+ ,13.295
+ ,23.755
+ ,98
+ ,13.844
+ ,1
+ ,6.813
+ ,12.597
+ ,95
+ ,13.492
+ ,1
+ ,8.820
+ ,16.136
+ ,96
+ ,13.591
+ ,1
+ ,7.402
+ ,13.508
+ ,96
+ ,13.645
+ ,1
+ ,8.876
+ ,15.876
+ ,97
+ ,13.781
+ ,1
+ ,6.111
+ ,11.069
+ ,105
+ ,14.904
+ ,1
+ ,17.126
+ ,30.115
+ ,99
+ ,13.984
+ ,1
+ ,5.905
+ ,10.179
+ ,102
+ ,14.418
+ ,1
+ ,3.892
+ ,6.787
+ ,97
+ ,13.762
+ ,1
+ ,54
+ ,83
+ ,111
+ ,15.758
+ ,1
+ ,5.301
+ ,9.304
+ ,100
+ ,14.122
+ ,1
+ ,4.599
+ ,8.113
+ ,104
+ ,14.765
+ ,1
+ ,13.955
+ ,24.604
+ ,101
+ ,14.251
+ ,1
+ ,20.723
+ ,36.355
+ ,87
+ ,12.281
+ ,1
+ ,8.938
+ ,16.019
+ ,95
+ ,13.459
+ ,1
+ ,17.609
+ ,29.746
+ ,101
+ ,14.290
+ ,1
+ ,2.292
+ ,4.262
+ ,90
+ ,12.810
+ ,1
+ ,4.018
+ ,6.964
+ ,104
+ ,14.716
+ ,1
+ ,14.048
+ ,26.457
+ ,118
+ ,16.679
+ ,1
+ ,2.153
+ ,4.729
+ ,124
+ ,17.533
+ ,1
+ ,8.007
+ ,15.104
+ ,98
+ ,13.895
+ ,1
+ ,865
+ ,1.575
+ ,96
+ ,13.540
+ ,1
+ ,3.855
+ ,7.385
+ ,118
+ ,16.779
+ ,1
+ ,7.720
+ ,14.265
+ ,89
+ ,12.544
+ ,1
+ ,1.569
+ ,2.967
+ ,86
+ ,12.255
+ ,1
+ ,1.050
+ ,2.037
+ ,100
+ ,14.179
+ ,1
+ ,2.577
+ ,4.735
+ ,84
+ ,11.901
+ ,1
+ ,2.702
+ ,4.775
+ ,88
+ ,12.480
+ ,1
+ ,1.300
+ ,2.308
+ ,90
+ ,12.702
+ ,1
+ ,2.450
+ ,4.702
+ ,90
+ ,12.754
+ ,1
+ ,4.235
+ ,7.332
+ ,89
+ ,12.562
+ ,1
+ ,6.169
+ ,10.582
+ ,88
+ ,12.488
+ ,1
+ ,1.663
+ ,2.945
+ ,89
+ ,12.640
+ ,1
+ ,2.755
+ ,5.058
+ ,84
+ ,11.868
+ ,1
+ ,2.479
+ ,4.307
+ ,84
+ ,11.915
+ ,1
+ ,1.790
+ ,3.190
+ ,90
+ ,12.717
+ ,1
+ ,9.403
+ ,17.030
+ ,88
+ ,12.419
+ ,1
+ ,2.725
+ ,5.011
+ ,89
+ ,12.654
+ ,1
+ ,1.330
+ ,2.279
+ ,82
+ ,11.680
+ ,1
+ ,1.431
+ ,2.561
+ ,89
+ ,12.605
+ ,1
+ ,4.611
+ ,8.179
+ ,87
+ ,12.386
+ ,1
+ ,3.228
+ ,5.466
+ ,84
+ ,11.937
+ ,1
+ ,784
+ ,1.362
+ ,85
+ ,12.068
+ ,1
+ ,861
+ ,1.523
+ ,89
+ ,12.592
+ ,1
+ ,2.149
+ ,4.129
+ ,93
+ ,13.178
+ ,1
+ ,2.627
+ ,4.637
+ ,93
+ ,13.129
+ ,1
+ ,5.473
+ ,9.916
+ ,95
+ ,13.509
+ ,1
+ ,3.656
+ ,6.595
+ ,91
+ ,12.911
+ ,1
+ ,2.780
+ ,5.053
+ ,83
+ ,11.799
+ ,1
+ ,3.225
+ ,5.727
+ ,91
+ ,12.941
+ ,1
+ ,1.299
+ ,2.366
+ ,90
+ ,12.731
+ ,1
+ ,1.586
+ ,2.949
+ ,83
+ ,11.814
+ ,1
+ ,2.727
+ ,5.017
+ ,90
+ ,12.685
+ ,1
+ ,2.576
+ ,5.353
+ ,110
+ ,15.649
+ ,1
+ ,3.238
+ ,5.448
+ ,88
+ ,12.534
+ ,1
+ ,4.020
+ ,7.840
+ ,106
+ ,14.953
+ ,1
+ ,1.426
+ ,2.673
+ ,90
+ ,12.722
+ ,1
+ ,2.122
+ ,4.203
+ ,98
+ ,13.853
+ ,1
+ ,1.090
+ ,1.995
+ ,88
+ ,12.404
+ ,1
+ ,1.654
+ ,3.203
+ ,106
+ ,15.061
+ ,1
+ ,1.857
+ ,3.688
+ ,92
+ ,13.068
+ ,1
+ ,6.152
+ ,11.196
+ ,95
+ ,13.430
+ ,1
+ ,3.964
+ ,6.946
+ ,88
+ ,12.529
+ ,1
+ ,4.752
+ ,8.396
+ ,85
+ ,12.057
+ ,1
+ ,1.798
+ ,3.157
+ ,84
+ ,11.893
+ ,1
+ ,8.472
+ ,15.018
+ ,93
+ ,13.159
+ ,1
+ ,7.828
+ ,13.077
+ ,89
+ ,12.561
+ ,1
+ ,2.461
+ ,4.425
+ ,85
+ ,11.997
+ ,1
+ ,3.495
+ ,6.670
+ ,94
+ ,13.391
+ ,1
+ ,3.236
+ ,5.254
+ ,83
+ ,11.738
+ ,1
+ ,2.585
+ ,4.885
+ ,88
+ ,12.425
+ ,1
+ ,2.609
+ ,4.478
+ ,89
+ ,12.673
+ ,1
+ ,1.719
+ ,3.122
+ ,90
+ ,12.742
+ ,1
+ ,6.664
+ ,12.085
+ ,85
+ ,12.100
+ ,1
+ ,2.525
+ ,4.694
+ ,85
+ ,12.006
+ ,1
+ ,1.595
+ ,2.851
+ ,76
+ ,10.797
+ ,1
+ ,4.767
+ ,8.506
+ ,101
+ ,14.358
+ ,1
+ ,14.034
+ ,24.482
+ ,89
+ ,12.611
+ ,1
+ ,3.418
+ ,6.293
+ ,107
+ ,15.165
+ ,1
+ ,7.978
+ ,14.483
+ ,106
+ ,14.961
+ ,1
+ ,3.590
+ ,6.719
+ ,104
+ ,14.771
+ ,1
+ ,4.158
+ ,7.455
+ ,101
+ ,14.337
+ ,1
+ ,5.156
+ ,9.377
+ ,96
+ ,13.539
+ ,1
+ ,12.226
+ ,22.019
+ ,108
+ ,15.279
+ ,1
+ ,3.452
+ ,6.381
+ ,102
+ ,14.512
+ ,1
+ ,9.847
+ ,18.023
+ ,94
+ ,13.320
+ ,1
+ ,4.376
+ ,8.321
+ ,112
+ ,15.886
+ ,1
+ ,6.593
+ ,12.007
+ ,93
+ ,13.128
+ ,1
+ ,64.006
+ ,107.415
+ ,101
+ ,14.311
+ ,1
+ ,2.378
+ ,4.300
+ ,92
+ ,13.038
+ ,1
+ ,6.265
+ ,11.395
+ ,102
+ ,14.502
+ ,1
+ ,15.703
+ ,26.973
+ ,89
+ ,12.588
+ ,1
+ ,4.192
+ ,7.673
+ ,100
+ ,14.187
+ ,1
+ ,2.518
+ ,4.562
+ ,85
+ ,11.983
+ ,1
+ ,7.808
+ ,13.462
+ ,80
+ ,11.395
+ ,1
+ ,1.576
+ ,2.879
+ ,84
+ ,11.848
+ ,1
+ ,6.062
+ ,10.789
+ ,90
+ ,12.823
+ ,1
+ ,4.925
+ ,8.401
+ ,89
+ ,12.680
+ ,1
+ ,3.446
+ ,5.713
+ ,82
+ ,11.554
+ ,1
+ ,9.810
+ ,17.584
+ ,98
+ ,13.960
+ ,1)
+ ,dim=c(5
+ ,1178)
+ ,dimnames=list(c('Totaal'
+ ,'inwoners'
+ ,'welvaart'
+ ,'gem_ink'
+ ,'Dummy
')
+ ,1:1178))
> y <- array(NA,dim=c(5,1178),dimnames=list(c('Totaal','inwoners','welvaart','gem_ink','Dummy
'),1:1178))
> 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'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> library(lattice)
> library(lmtest)
Loading required package: zoo
Attaching package: 'zoo'
The following object(s) are masked from package:base :
as.Date.numeric
> n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
> par1 <- as.numeric(par1)
> x <- t(y)
> k <- length(x[1,])
> n <- length(x[,1])
> x1 <- cbind(x[,par1], x[,1:k!=par1])
> mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
> colnames(x1) <- mycolnames #colnames(x)[par1]
> x <- x1
> if (par3 == 'First Differences'){
+ x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
+ for (i in 1:n-1) {
+ for (j in 1:k) {
+ x2[i,j] <- x[i+1,j] - x[i,j]
+ }
+ }
+ x <- x2
+ }
> if (par2 == 'Include Monthly Dummies'){
+ x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
+ for (i in 1:11){
+ x2[seq(i,n,12),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> if (par2 == 'Include Quarterly Dummies'){
+ x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
+ for (i in 1:3){
+ x2[seq(i,n,4),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> k <- length(x[1,])
> if (par3 == 'Linear Trend'){
+ x <- cbind(x, c(1:n))
+ colnames(x)[k+1] <- 't'
+ }
> x
Totaal inwoners welvaart gem_ink Dummy\r
1 8.155 14.296 133 19.573 0
2 278.295 469.137 94 13.804 0
3 7.014 12.242 117 17.224 0
4 9.682 16.380 100 14.634 0
5 6.196 10.178 111 16.378 0
6 21.303 37.161 122 17.943 0
7 15.031 26.949 109 16.013 0
8 12.637 21.502 126 18.559 0
9 9.353 17.279 99 14.479 0
10 5.606 9.808 107 15.726 0
11 4.581 8.312 138 20.202 0
12 9.655 17.541 113 16.608 0
13 14.851 26.173 123 18.126 0
14 11.332 20.266 122 17.923 0
15 4.509 8.062 117 17.127 0
16 8.043 14.191 107 15.687 0
17 14.626 24.423 118 17.389 0
18 5.377 9.038 102 15.016 0
19 10.169 18.004 114 16.792 0
20 8.452 14.671 116 17.073 0
21 4.503 7.974 113 16.639 0
22 10.763 19.526 131 19.183 0
23 19.207 33.194 114 16.816 0
24 10.194 17.682 118 17.296 0
25 5.282 8.888 112 16.470 0
26 7.120 12.152 111 16.367 0
27 10.374 18.721 100 14.764 0
28 7.099 12.301 113 16.530 0
29 11.843 20.903 118 17.395 0
30 11.191 18.386 116 17.027 0
31 6.202 10.699 104 15.346 0
32 8.259 14.528 130 19.150 0
33 11.673 20.291 114 16.731 0
34 9.642 16.187 113 16.555 0
35 23.073 38.960 105 15.444 0
36 20.102 33.375 111 16.238 0
37 47.035 79.201 106 15.607 0
38 12.181 21.094 104 15.305 0
39 9.293 15.860 108 15.866 0
40 9.341 16.324 114 16.778 0
41 4.389 7.853 109 16.071 0
42 11.293 19.809 111 16.360 0
43 13.594 23.482 105 15.369 0
44 6.969 12.423 95 14.026 0
45 1.306 2.361 94 13.780 0
46 11.855 20.511 102 14.993 0
47 9.266 16.678 108 15.892 0
48 4.983 8.898 100 14.749 0
49 21.305 35.758 108 15.835 0
50 6.105 10.808 110 16.087 0
51 16.081 26.210 108 15.796 0
52 4.980 8.498 103 15.190 0
53 8.225 14.018 103 15.153 0
54 10.576 19.049 98 14.458 0
55 5.576 9.482 105 15.360 0
56 10.143 18.020 106 15.584 0
57 8.884 15.039 104 15.207 0
58 8.985 15.716 105 15.432 0
59 5.634 9.520 106 15.552 0
60 4.485 8.295 101 14.851 0
61 19.285 33.230 106 15.557 0
62 6.678 11.507 108 15.858 0
63 7.101 12.655 112 16.401 0
64 7.739 14.079 95 13.941 0
65 5.742 10.515 98 14.427 0
66 6.192 10.914 95 13.912 0
67 24.554 39.966 103 15.194 0
68 4.386 7.409 103 15.146 0
69 5.697 10.231 120 17.576 0
70 13.625 23.331 109 15.960 0
71 55.457 98.343 75 10.980 0
72 16.181 29.883 107 15.669 0
73 11.927 20.703 99 14.554 0
74 79.009 147.395 76 11.237 0
75 21.129 42.622 81 11.836 0
76 19.132 34.427 86 12.651 0
77 27.088 48.595 87 12.749 0
78 13.241 21.569 97 14.227 0
79 41.602 78.928 88 12.897 0
80 26.141 44.082 93 13.602 0
81 10.678 18.780 82 12.059 0
82 42.356 82.653 65 9.496 0
83 23.658 45.001 69 10.126 0
84 11.936 23.931 55 8.100 0
85 59.836 114.766 72 10.518 0
86 39.267 76.654 110 16.101 0
87 13.664 24.127 113 16.628 0
88 25.699 48.788 102 14.940 0
89 19.016 38.602 114 16.719 0
90 6.849 12.199 118 17.379 0
91 16.942 29.446 116 17.066 0
92 12.988 23.582 120 17.652 0
93 1.130 2.070 112 16.435 0
94 22.943 39.619 123 18.074 0
95 2.835 4.857 99 14.546 0
96 4.732 8.221 116 17.085 0
97 5.016 8.905 119 17.517 0
98 20.042 34.423 127 18.613 0
99 20.786 35.229 111 16.257 0
100 3.666 6.524 114 16.746 0
101 5.381 10.142 120 17.593 0
102 6.272 11.075 125 18.415 0
103 5.235 8.942 120 17.629 0
104 6.097 13.092 119 17.446 0
105 4.931 8.738 127 18.693 0
106 7.093 12.162 110 16.149 0
107 2.664 4.715 123 18.125 0
108 10.084 17.488 117 17.217 0
109 7.252 12.872 102 15.044 0
110 10.439 18.505 135 19.792 0
111 8.663 15.081 116 17.012 0
112 7.147 12.484 119 17.443 0
113 12.040 24.279 123 18.024 0
114 2.479 4.379 122 17.955 0
115 6.110 10.861 116 17.069 0
116 9.125 17.998 135 19.777 0
117 17.724 31.024 107 15.756 0
118 6.361 11.094 126 18.557 0
119 8.481 14.773 120 17.659 0
120 21.670 38.260 104 15.314 0
121 8.455 14.956 125 18.294 0
122 6.431 13.515 119 17.543 0
123 15.695 29.267 111 16.322 0
124 12.215 21.626 129 19.020 0
125 16.985 28.075 112 16.459 0
126 5.509 9.557 112 16.453 0
127 3.349 5.920 104 15.257 0
128 5.100 9.365 123 18.042 0
129 5.098 9.256 128 18.799 0
130 6.498 11.617 129 18.907 0
131 4.213 7.528 125 18.364 0
132 13.679 22.935 108 15.869 0
133 3.339 5.811 102 14.936 0
134 2.865 5.231 111 16.293 0
135 7.810 13.811 118 17.378 0
136 10.848 19.479 131 19.293 0
137 3.560 6.291 119 17.547 0
138 5.120 9.427 122 17.955 0
139 4.994 9.280 121 17.780 0
140 6.921 12.608 142 20.906 0
141 4.308 7.582 105 15.361 0
142 10.372 18.543 125 18.361 0
143 8.788 14.967 112 16.471 0
144 55.767 92.323 118 17.289 0
145 4.019 7.043 111 16.299 0
146 7.486 13.762 131 19.288 0
147 5.889 10.899 138 20.228 0
148 8.479 15.222 120 17.668 0
149 13.187 22.208 107 15.654 0
150 9.933 20.892 120 17.612 0
151 5.821 10.161 113 16.607 0
152 19.645 32.145 110 16.143 0
153 7.991 13.977 115 16.870 0
154 4.779 8.015 106 15.506 0
155 3.602 6.608 117 17.222 0
156 21.505 37.620 120 17.653 0
157 5.378 9.548 113 16.574 0
158 3.641 6.855 119 17.439 0
159 5.885 11.099 126 18.449 0
160 5.154 9.577 112 16.437 0
161 7.978 14.341 114 16.700 0
162 6.874 12.540 126 18.500 0
163 1.784 3.128 107 15.673 0
164 2.514 4.679 111 16.298 0
165 3.423 6.112 114 16.739 0
166 7.271 12.703 107 15.671 0
167 3.965 7.326 123 18.075 0
168 7.124 14.018 139 20.448 0
169 3.645 6.586 117 17.116 0
170 15.202 24.828 115 16.931 0
171 4.408 7.993 107 15.695 0
172 16.341 30.235 103 15.135 0
173 4.294 7.697 110 16.126 0
174 3.175 5.900 105 15.462 0
175 5.761 10.246 104 15.242 0
176 11.727 21.498 124 18.159 0
177 13.005 22.829 97 14.226 0
178 5.386 9.778 113 16.536 0
179 3.269 6.124 121 17.751 0
180 14.968 29.423 116 17.095 0
181 18.943 32.680 114 16.706 0
182 8.405 14.748 104 15.282 0
183 12.020 18.389 97 14.314 0
184 70.511 117.027 108 15.823 0
185 6.158 10.864 102 14.918 0
186 7.398 13.645 108 15.843 0
187 21.308 34.079 133 19.477 0
188 12.316 22.029 106 15.514 0
189 11.570 19.647 101 14.889 0
190 11.978 22.000 100 14.699 0
191 1.546 2.755 107 15.663 0
192 9.130 15.881 90 13.183 0
193 5.226 9.205 87 12.722 0
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254 5.516 9.507 109 16.023 0
255 14.675 24.619 116 16.998 0
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319 5.976 10.720 85 12.529 0
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333 11.794 20.155 79 11.629 0
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337 3.810 6.728 84 12.331 0
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341 53.206 91.174 89 13.011 0
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344 3.940 6.556 83 12.215 0
345 13.356 22.622 93 13.643 0
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347 30.531 53.467 84 12.336 0
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354 4.321 8.042 110 16.202 0
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358 19.290 32.591 87 12.713 0
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362 2.085 3.604 81 11.893 0
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395 3.374 6.142 99 14.491 0
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407 14.750 24.992 89 13.136 0
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410 22.124 37.702 82 12.102 0
411 4.886 8.555 107 15.728 0
412 112.237 189.504 85 12.439 0
413 5.420 9.716 127 18.611 0
414 13.897 23.651 96 14.067 0
415 13.110 22.591 79 11.556 0
416 36.631 61.447 81 11.932 0
417 8.813 15.654 97 14.234 0
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421 2.352 4.156 99 14.498 0
422 2.307 4.133 97 14.318 0
423 8.020 14.467 75 10.952 0
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427 3.194 5.662 91 13.312 0
428 6.869 11.910 92 13.571 0
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430 5.376 9.574 90 13.211 0
431 5.404 9.773 88 12.967 0
432 6.601 10.510 96 14.036 0
433 3.926 6.687 91 13.386 0
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443 1.996 3.952 82 12.084 0
444 2.930 5.597 82 12.070 0
445 9.787 18.360 98 14.437 0
446 5.359 10.519 84 12.291 0
447 2.611 5.221 93 13.664 0
448 5.028 10.255 97 14.230 0
449 4.939 9.216 93 13.589 0
450 1.565 2.833 104 15.294 0
451 3.166 5.639 102 15.010 0
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458 1.738 3.047 104 15.335 0
459 2.003 3.506 105 15.366 0
460 2.944 5.164 109 15.965 0
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462 8.635 14.252 104 15.286 0
463 1.424 2.581 94 13.821 0
464 4.251 7.592 99 14.599 0
465 23.050 41.757 92 13.570 0
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467 35.964 64.194 89 13.023 0
468 4.536 7.922 103 15.160 0
469 5.056 8.745 103 15.070 0
470 5.611 9.899 101 14.853 0
471 43.970 71.063 112 16.460 0
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473 17.047 31.147 93 13.713 0
474 8.488 14.554 96 14.071 0
475 7.928 13.905 104 15.311 0
476 3.879 6.696 99 14.577 0
477 5.280 9.762 97 14.269 0
478 23.525 38.627 103 15.102 0
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480 11.471 20.183 103 15.061 0
481 3.918 6.970 101 14.859 0
482 6.876 12.535 89 13.140 0
483 8.429 14.644 97 14.210 0
484 10.793 19.233 91 13.345 0
485 7.693 13.880 90 13.157 0
486 6.390 11.564 95 13.934 0
487 16.513 30.021 89 13.091 0
488 6.516 12.108 89 13.021 0
489 17.937 32.282 95 13.927 0
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491 6.857 12.637 95 13.908 0
492 9.005 16.201 96 14.170 0
493 7.427 13.650 95 13.993 0
494 9.015 15.969 97 14.200 0
495 6.216 11.121 105 15.470 0
496 17.455 30.278 98 14.327 0
497 6.014 10.272 101 14.778 0
498 3.978 6.855 98 14.356 0
499 56.000 84.000 117 17.213 0
500 5.409 9.377 100 14.699 0
501 4.685 8.152 104 15.302 0
502 14.213 24.829 101 14.801 0
503 20.890 36.558 86 12.655 0
504 8.987 16.110 96 14.140 0
505 17.813 29.832 101 14.853 0
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507 4.065 7.050 102 15.047 0
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509 2.249 4.873 122 17.969 0
510 8.045 15.263 97 14.211 0
511 883.000 1.575 95 13.964 0
512 3.955 7.543 118 17.334 0
513 7.905 14.481 88 12.997 0
514 1.576 3.025 85 12.454 0
515 1.073 2.093 103 15.123 0
516 2.606 4.803 82 12.043 0
517 2.755 4.810 87 12.748 0
518 1.310 2.325 85 12.544 0
519 2.487 4.817 87 12.844 0
520 4.285 7.372 89 13.091 0
521 6.276 10.706 86 12.697 0
522 1.672 2.948 86 12.667 0
523 2.807 5.076 83 12.150 0
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527 2.772 5.069 88 12.984 0
528 1.371 2.316 83 12.213 0
529 1.469 2.585 90 13.150 0
530 4.678 8.187 88 12.989 0
531 3.278 5.489 85 12.427 0
532 778.000 1.369 86 12.563 0
533 893.000 1.547 87 12.718 0
534 2.216 4.259 93 13.676 0
535 2.623 4.681 92 13.554 0
536 5.567 10.016 95 13.897 0
537 3.660 6.676 90 13.240 0
538 2.829 5.072 84 12.327 0
539 3.294 5.774 90 13.250 0
540 1.321 2.392 89 13.019 0
541 1.630 2.974 83 12.255 0
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544 3.259 5.447 87 12.801 0
545 4.097 7.964 108 15.891 0
546 1.474 2.699 92 13.533 0
547 2.167 4.264 97 14.205 0
548 1.080 2.037 86 12.631 0
549 1.647 3.212 107 15.668 0
550 1.907 3.758 91 13.332 0
551 5.890 11.230 91 13.326 0
552 4.022 6.986 90 13.196 0
553 4.852 8.494 84 12.410 0
554 1.822 3.163 81 11.949 0
555 8.816 15.197 93 13.641 0
556 7.872 13.164 88 12.950 0
557 2.531 4.451 84 12.384 0
558 3.595 6.722 96 14.121 0
559 3.261 5.348 84 12.326 0
560 2.702 4.953 90 13.197 0
561 2.613 4.482 90 13.232 0
562 1.747 3.131 90 13.190 0
563 6.816 12.115 85 12.550 0
564 2.631 4.741 87 12.772 0
565 1.586 2.831 76 11.231 0
566 4.831 8.586 101 14.830 0
567 14.237 24.686 89 13.061 0
568 3.447 6.316 110 16.146 0
569 8.178 14.680 106 15.568 0
570 3.671 6.804 104 15.311 0
571 4.194 7.536 103 15.095 0
572 5.132 9.460 92 13.511 0
573 12.580 22.252 110 16.091 0
574 3.578 6.503 102 14.943 0
575 10.006 18.109 94 13.848 0
576 4.502 8.428 113 16.629 0
577 6.730 12.135 93 13.637 0
578 64.771 107.796 100 14.749 0
579 2.453 4.387 93 13.602 0
580 6.369 11.462 104 15.350 0
581 15.968 27.083 89 13.096 0
582 4.247 7.766 100 14.720 0
583 2.579 4.601 84 12.411 0
584 7.872 13.512 80 11.793 0
585 1.640 2.913 84 12.307 0
586 6.160 10.853 91 13.376 0
587 4.989 8.554 88 12.870 0
588 3.493 5.743 79 11.667 0
589 9.952 17.728 98 14.428 0
590 8.155 14.350 131 18.633 1
591 271.395 463.849 94 13.340 1
592 6.812 12.119 118 16.705 1
593 9.613 16.211 100 14.227 1
594 6.195 10.240 112 15.824 1
595 21.146 37.207 123 17.365 1
596 14.687 26.597 108 15.365 1
597 12.657 21.642 126 17.843 1
598 9.176 17.072 99 13.991 1
599 5.572 9.709 106 14.988 1
600 4.603 8.302 136 19.282 1
601 9.525 17.496 110 15.547 1
602 14.644 26.026 123 17.395 1
603 11.170 20.241 121 17.126 1
604 4.372 8.006 115 16.291 1
605 7.943 14.120 106 15.036 1
606 14.544 24.426 120 16.943 1
607 5.218 8.860 102 14.401 1
608 10.002 17.887 113 15.948 1
609 8.365 14.639 116 16.396 1
610 4.408 7.860 114 16.160 1
611 10.704 19.556 134 18.960 1
612 18.894 33.146 114 16.166 1
613 10.151 17.608 118 16.741 1
614 5.244 8.853 114 16.112 1
615 6.986 12.121 109 15.421 1
616 10.169 18.471 100 14.188 1
617 6.979 12.274 112 15.872 1
618 11.572 20.720 120 16.937 1
619 11.091 18.291 114 16.227 1
620 6.109 10.640 104 14.715 1
621 8.154 14.504 132 18.740 1
622 11.222 20.149 112 15.868 1
623 9.482 16.079 113 15.963 1
624 22.655 38.617 105 14.867 1
625 19.864 33.265 110 15.631 1
626 46.407 78.584 106 15.005 1
627 11.894 20.921 102 14.499 1
628 9.179 15.751 108 15.243 1
629 9.100 16.139 115 16.269 1
630 4.363 7.800 108 15.283 1
631 11.092 19.609 112 15.911 1
632 13.355 23.172 104 14.805 1
633 6.794 12.272 95 13.529 1
634 1.279 2.321 90 12.783 1
635 11.650 20.327 100 14.205 1
636 9.058 16.541 107 15.205 1
637 4.933 8.819 100 14.140 1
638 20.914 35.345 107 15.208 1
639 6.023 10.774 114 16.127 1
640 15.950 26.111 107 15.233 1
641 4.925 8.411 101 14.319 1
642 8.084 13.882 104 14.682 1
643 10.296 18.743 99 13.972 1
644 5.365 9.269 103 14.608 1
645 10.013 17.948 107 15.206 1
646 8.796 14.974 104 14.767 1
647 8.817 15.568 103 14.633 1
648 5.582 9.412 105 14.947 1
649 4.400 8.221 101 14.308 1
650 18.895 32.905 106 14.992 1
651 6.614 11.390 109 15.484 1
652 6.960 12.643 110 15.613 1
653 7.550 13.891 95 13.395 1
654 5.686 10.403 101 14.255 1
655 6.042 10.760 95 13.413 1
656 24.473 39.827 104 14.740 1
657 4.360 7.389 103 14.641 1
658 5.608 10.177 119 16.864 1
659 13.477 23.063 109 15.388 1
660 54.179 96.806 75 10.676 1
661 16.115 29.616 107 15.106 1
662 11.763 20.254 101 14.255 1
663 77.379 145.350 77 10.906 1
664 20.867 42.041 81 11.474 1
665 18.756 33.795 87 12.379 1
666 26.881 48.001 87 12.357 1
667 13.101 21.182 100 14.123 1
668 40.722 77.799 87 12.359 1
669 25.174 43.272 93 13.115 1
670 10.117 18.349 82 11.558 1
671 41.246 80.754 66 9.314 1
672 23.401 44.516 68 9.693 1
673 11.556 23.671 54 7.683 1
674 57.709 112.719 71 10.125 1
675 38.982 76.265 109 15.517 1
676 13.568 24.088 113 15.968 1
677 25.573 48.133 103 14.617 1
678 18.642 38.393 114 16.155 1
679 6.799 12.062 119 16.814 1
680 16.801 29.262 117 16.528 1
681 12.926 23.505 119 16.841 1
682 1.077 2.035 111 15.678 1
683 22.781 39.498 123 17.448 1
684 2.793 4.849 98 13.896 1
685 4.651 8.108 115 16.302 1
686 4.983 8.887 118 16.730 1
687 19.913 34.142 129 18.251 1
688 20.616 34.995 110 15.653 1
689 3.624 6.445 113 16.037 1
690 5.271 10.057 117 16.637 1
691 6.160 11.008 124 17.641 1
692 5.183 8.910 120 16.952 1
693 5.987 13.127 114 16.115 1
694 4.877 8.711 123 17.439 1
695 7.026 12.019 109 15.483 1
696 2.577 4.734 120 17.029 1
697 9.941 17.443 116 16.489 1
698 7.192 12.646 105 14.842 1
699 10.284 18.504 134 18.980 1
700 8.623 14.945 119 16.831 1
701 6.995 12.316 117 16.590 1
702 11.862 24.115 120 16.986 1
703 2.445 4.354 116 16.462 1
704 6.066 10.766 116 16.397 1
705 9.003 17.951 132 18.648 1
706 17.688 30.887 109 15.399 1
707 6.180 10.911 125 17.776 1
708 8.413 14.695 120 16.992 1
709 21.330 37.644 104 14.745 1
710 8.589 14.885 124 17.641 1
711 6.271 13.500 118 16.674 1
712 15.381 28.842 111 15.800 1
713 12.055 21.440 127 18.047 1
714 16.727 27.942 111 15.743 1
715 5.374 9.434 111 15.723 1
716 3.295 5.876 105 14.859 1
717 5.035 9.255 122 17.353 1
718 5.053 9.190 128 18.170 1
719 6.425 11.553 126 17.798 1
720 4.165 7.525 123 17.478 1
721 13.488 22.792 108 15.267 1
722 3.283 5.775 99 14.088 1
723 2.851 5.202 111 15.788 1
724 7.680 13.668 118 16.723 1
725 10.642 19.306 131 18.514 1
726 3.486 6.225 116 16.492 1
727 5.069 9.300 119 16.924 1
728 4.935 9.195 119 16.821 1
729 6.808 12.512 142 20.087 1
730 4.286 7.559 103 14.636 1
731 10.158 18.361 127 17.946 1
732 8.604 14.779 111 15.756 1
733 54.911 91.324 119 16.814 1
734 3.965 7.037 106 15.060 1
735 7.367 13.700 132 18.689 1
736 5.845 10.862 136 19.301 1
737 8.335 15.111 120 16.957 1
738 13.059 22.082 107 15.097 1
739 9.853 20.726 116 16.428 1
740 5.742 10.056 112 15.933 1
741 19.441 31.959 109 15.504 1
742 7.896 13.814 113 16.053 1
743 4.700 7.965 105 14.948 1
744 3.503 6.562 117 16.628 1
745 21.256 37.354 121 17.092 1
746 5.288 9.481 115 16.310 1
747 3.585 6.776 109 15.453 1
748 5.848 10.984 127 18.032 1
749 5.056 9.477 109 15.512 1
750 7.898 14.206 111 15.718 1
751 6.765 12.438 121 17.201 1
752 1.730 3.088 104 14.726 1
753 2.471 4.602 109 15.460 1
754 3.398 6.075 111 15.776 1
755 7.128 12.542 108 15.254 1
756 3.896 7.266 118 16.793 1
757 7.048 13.966 143 20.336 1
758 3.576 6.467 117 16.513 1
759 14.887 24.456 115 16.353 1
760 4.320 7.901 106 14.976 1
761 16.112 29.854 105 14.938 1
762 4.222 7.554 109 15.488 1
763 3.085 5.806 105 14.838 1
764 5.745 10.248 103 14.631 1
765 11.563 21.390 123 17.400 1
766 12.821 22.524 96 13.549 1
767 5.306 9.638 112 15.805 1
768 3.231 6.063 116 16.428 1
769 14.793 29.356 117 16.606 1
770 18.661 32.388 114 16.206 1
771 8.296 14.666 104 14.795 1
772 11.880 18.252 98 13.913 1
773 70.195 117.103 108 15.347 1
774 6.098 10.876 102 14.444 1
775 7.367 13.593 108 15.365 1
776 21.023 34.097 132 18.744 1
777 12.190 21.872 106 15.023 1
778 11.278 19.496 102 14.392 1
779 11.817 21.887 101 14.382 1
780 1.553 2.759 107 15.183 1
781 8.930 15.748 90 12.769 1
782 5.081 9.077 86 12.159 1
783 4.770 8.308 92 12.998 1
784 6.818 12.018 91 12.921 1
785 1.790 3.311 86 12.138 1
786 4.525 8.197 83 11.708 1
787 20.268 34.908 95 13.408 1
788 4.226 7.777 88 12.435 1
789 553.000 985.000 78 11.033 1
790 10.995 19.665 90 12.690 1
791 2.027 3.638 86 12.147 1
792 9.515 17.648 93 13.146 1
793 6.534 11.833 92 13.047 1
794 7.124 14.022 102 14.518 1
795 5.412 9.490 98 13.841 1
796 6.257 11.341 101 14.355 1
797 14.855 26.233 99 14.022 1
798 42.704 73.717 103 14.534 1
799 7.068 12.608 99 13.971 1
800 3.052 5.405 99 13.991 1
801 18.417 32.426 92 13.000 1
802 1.107 2.038 88 12.450 1
803 19.978 35.841 102 14.469 1
804 16.059 30.973 97 13.706 1
805 12.923 23.741 103 14.530 1
806 8.982 15.230 101 14.329 1
807 7.488 12.051 111 15.773 1
808 6.209 11.147 96 13.624 1
809 7.465 13.458 92 13.051 1
810 11.069 17.960 97 13.678 1
811 44.704 69.023 100 14.154 1
812 4.963 8.938 97 13.792 1
813 5.310 9.849 97 13.773 1
814 5.888 10.631 96 13.559 1
815 15.135 26.515 99 14.097 1
816 5.115 9.342 94 13.328 1
817 4.587 8.419 97 13.760 1
818 6.017 10.657 93 13.138 1
819 32.378 56.021 102 14.404 1
820 6.010 10.982 91 12.883 1
821 5.164 9.129 97 13.716 1
822 4.503 8.189 95 13.469 1
823 6.080 10.981 93 13.248 1
824 4.004 7.453 94 13.330 1
825 3.592 6.604 93 13.181 1
826 2.874 5.126 96 13.640 1
827 10.904 19.313 101 14.272 1
828 4.890 8.954 95 13.501 1
829 7.248 13.232 94 13.269 1
830 2.687 4.921 83 11.809 1
831 6.412 10.106 95 13.525 1
832 13.075 21.344 128 18.158 1
833 6.820 10.897 98 13.924 1
834 6.874 11.837 92 13.105 1
835 46.839 77.575 111 15.662 1
836 10.232 17.425 111 15.727 1
837 11.156 19.017 115 16.303 1
838 18.452 31.461 104 14.791 1
839 10.197 17.348 114 16.111 1
840 9.675 16.765 110 15.521 1
841 9.772 17.131 112 15.839 1
842 20.947 35.762 107 15.150 1
843 5.450 9.420 107 15.217 1
844 14.486 24.563 115 16.284 1
845 8.171 14.182 106 15.033 1
846 7.881 13.865 114 16.182 1
847 25.718 43.434 106 15.041 1
848 13.321 23.300 97 13.783 1
849 6.793 11.752 114 16.105 1
850 10.148 17.625 106 15.092 1
851 5.739 10.315 117 16.590 1
852 13.885 23.256 108 15.249 1
853 6.223 11.122 107 15.139 1
854 11.340 20.407 96 13.606 1
855 7.788 13.568 103 14.637 1
856 11.873 19.590 101 14.316 1
857 3.494 6.149 110 15.626 1
858 12.735 22.327 99 14.030 1
859 3.745 6.586 97 13.806 1
860 7.251 12.183 103 14.546 1
861 10.377 18.864 108 15.245 1
862 5.584 10.254 133 18.898 1
863 16.283 28.456 107 15.183 1
864 9.811 17.205 123 17.375 1
865 18.287 32.308 109 15.481 1
866 6.840 12.091 112 15.911 1
867 143.770 234.131 105 14.924 1
868 4.497 7.889 98 13.889 1
869 11.083 20.253 113 16.066 1
870 5.190 9.375 120 16.982 1
871 6.083 10.622 117 16.543 1
872 12.600 22.388 121 17.181 1
873 3.335 5.874 107 15.203 1
874 6.193 10.954 114 16.118 1
875 6.188 11.296 107 15.235 1
876 7.239 13.183 113 16.035 1
877 4.586 8.268 151 21.367 1
878 4.450 7.780 101 14.380 1
879 3.899 6.878 107 15.215 1
880 4.625 8.007 102 14.464 1
881 8.088 14.620 100 14.224 1
882 8.095 13.742 108 15.328 1
883 1.145 2.029 113 16.036 1
884 3.532 6.209 103 14.560 1
885 4.524 8.141 106 15.036 1
886 3.606 6.426 108 15.329 1
887 3.626 6.464 107 15.108 1
888 16.686 28.668 108 15.276 1
889 13.891 24.292 89 12.572 1
890 3.297 6.031 109 15.514 1
891 3.819 6.807 105 14.938 1
892 4.417 7.800 112 15.831 1
893 25.895 45.738 111 15.787 1
894 8.707 15.272 107 15.142 1
895 21.418 38.063 101 14.267 1
896 9.981 18.036 104 14.805 1
897 41.003 69.870 102 14.483 1
898 9.563 16.948 104 14.731 1
899 14.900 26.477 105 14.831 1
900 15.786 26.970 100 14.163 1
901 7.674 13.396 91 12.943 1
902 6.540 11.485 85 12.117 1
903 1.916 3.310 95 13.413 1
904 3.482 6.264 95 13.533 1
905 3.266 5.693 100 14.159 1
906 1.876 3.274 99 14.029 1
907 6.317 11.022 97 13.721 1
908 5.938 10.725 87 12.296 1
909 8.132 14.071 83 11.778 1
910 118.264 201.425 79 11.184 1
911 20.496 35.717 78 11.066 1
912 16.807 29.675 83 11.776 1
913 5.973 11.085 69 9.832 1
914 12.875 22.246 87 12.372 1
915 9.694 16.720 84 11.925 1
916 6.838 12.047 115 16.320 1
917 4.983 8.896 111 15.712 1
918 12.766 22.361 84 11.973 1
919 6.037 10.210 115 16.366 1
920 9.085 16.335 103 14.640 1
921 5.906 10.684 103 14.618 1
922 11.627 20.088 79 11.135 1
923 11.327 20.009 74 10.507 1
924 9.794 16.846 82 11.650 1
925 12.241 20.687 87 12.265 1
926 3.767 6.714 84 11.932 1
927 2.829 5.003 95 13.535 1
928 4.914 9.633 104 14.731 1
929 2.162 4.008 96 13.631 1
930 52.820 91.208 89 12.626 1
931 10.691 18.692 78 10.999 1
932 4.403 7.746 101 14.363 1
933 3.904 6.551 83 11.757 1
934 13.261 22.501 93 13.165 1
935 9.777 17.553 81 11.513 1
936 30.034 52.999 85 12.060 1
937 11.558 20.424 102 14.468 1
938 5.729 9.983 97 13.750 1
939 7.007 12.137 110 15.527 1
940 44.232 77.359 82 11.642 1
941 4.420 7.973 101 14.295 1
942 10.431 17.936 94 13.334 1
943 4.289 8.033 110 15.638 1
944 13.974 25.560 96 13.650 1
945 6.790 11.614 82 11.675 1
946 3.756 6.697 88 12.439 1
947 18.918 32.458 86 12.242 1
948 5.534 9.813 79 11.210 1
949 5.366 9.559 82 11.665 1
950 4.143 7.410 94 13.297 1
951 2.066 3.617 81 11.518 1
952 7.458 13.389 114 16.195 1
953 3.055 5.507 100 14.176 1
954 2.225 4.117 85 12.065 1
955 2.883 5.132 75 10.667 1
956 10.729 18.659 85 12.085 1
957 2.583 4.635 84 11.877 1
958 8.331 14.615 101 14.382 1
959 4.429 7.541 87 12.263 1
960 4.297 7.711 88 12.475 1
961 3.036 5.443 91 12.899 1
962 5.265 9.712 90 12.695 1
963 7.640 13.261 93 13.249 1
964 1.906 3.419 95 13.397 1
965 2.889 5.290 92 13.046 1
966 9.355 16.834 82 11.663 1
967 2.853 5.069 89 12.669 1
968 39.861 67.689 94 13.367 1
969 7.692 13.145 93 13.144 1
970 2.234 4.004 105 14.917 1
971 1.560 2.834 103 14.620 1
972 2.362 4.191 97 13.721 1
973 3.196 5.700 86 12.161 1
974 2.560 4.477 98 13.869 1
975 2.079 3.604 94 13.320 1
976 2.439 4.532 98 13.819 1
977 12.395 20.151 94 13.349 1
978 2.830 5.128 96 13.669 1
979 2.025 3.720 102 14.408 1
980 3.111 5.595 121 17.177 1
981 1.441 2.540 99 14.077 1
982 1.253 2.352 103 14.556 1
983 1.895 3.558 106 15.038 1
984 3.373 6.080 101 14.359 1
985 7.190 12.748 101 14.267 1
986 16.083 27.369 95 13.422 1
987 4.907 8.706 104 14.792 1
988 6.453 11.002 95 13.500 1
989 4.760 8.365 96 13.624 1
990 6.665 11.725 90 12.807 1
991 7.140 12.830 107 15.181 1
992 11.862 20.970 121 17.203 1
993 3.161 5.369 90 12.744 1
994 3.615 6.535 109 15.490 1
995 7.781 13.072 113 15.953 1
996 14.679 25.080 89 12.605 1
997 9.281 16.113 93 13.251 1
998 12.537 21.803 87 12.265 1
999 22.049 37.519 83 11.778 1
1000 4.718 8.448 108 15.293 1
1001 111.540 187.996 86 12.120 1
1002 5.339 9.773 126 17.893 1
1003 13.719 23.607 96 13.545 1
1004 12.987 22.624 79 11.185 1
1005 36.398 60.988 83 11.726 1
1006 8.611 15.501 96 13.563 1
1007 7.232 12.866 108 15.260 1
1008 4.282 7.673 96 13.614 1
1009 9.542 16.834 91 12.883 1
1010 2.320 4.124 98 13.826 1
1011 2.246 4.085 98 13.955 1
1012 7.902 14.325 75 10.677 1
1013 9.352 16.756 100 14.130 1
1014 4.472 7.978 105 14.829 1
1015 1.887 3.352 91 12.878 1
1016 3.188 5.630 92 13.025 1
1017 6.707 11.853 92 12.991 1
1018 2.055 3.790 119 16.814 1
1019 5.345 9.567 91 12.928 1
1020 5.317 9.718 86 12.234 1
1021 6.424 10.507 94 13.346 1
1022 3.809 6.670 91 12.845 1
1023 1.689 3.015 97 13.769 1
1024 6.552 11.621 102 14.484 1
1025 2.750 5.313 101 14.255 1
1026 1.411 2.474 92 13.024 1
1027 30.955 53.873 83 11.720 1
1028 3.724 6.776 88 12.488 1
1029 5.277 9.200 95 13.417 1
1030 2.811 5.306 84 11.907 1
1031 2.897 5.419 83 11.769 1
1032 2.091 3.930 84 11.856 1
1033 2.988 5.579 84 11.911 1
1034 9.696 18.280 98 13.940 1
1035 5.356 10.434 87 12.357 1
1036 2.550 5.123 92 13.025 1
1037 4.996 10.145 96 13.568 1
1038 5.064 9.179 93 13.123 1
1039 1.551 2.797 103 14.583 1
1040 3.116 5.599 102 14.472 1
1041 1.558 2.810 112 15.922 1
1042 1.529 2.831 111 15.663 1
1043 1.924 3.504 110 15.648 1
1044 1.740 3.042 104 14.767 1
1045 1.576 2.900 106 14.976 1
1046 8.033 14.379 105 14.844 1
1047 1.729 3.026 103 14.590 1
1048 1.949 3.464 106 15.042 1
1049 2.905 5.074 108 15.303 1
1050 3.738 6.584 91 12.925 1
1051 8.445 14.124 103 14.615 1
1052 1.405 2.548 99 13.980 1
1053 4.179 7.538 99 14.096 1
1054 22.468 41.301 93 13.131 1
1055 9.856 17.790 105 14.933 1
1056 35.483 63.941 89 12.667 1
1057 4.491 7.863 103 14.527 1
1058 4.948 8.651 101 14.252 1
1059 5.519 9.764 101 14.268 1
1060 43.205 70.309 112 15.891 1
1061 6.746 11.834 103 14.554 1
1062 16.787 30.893 93 13.186 1
1063 8.346 14.437 96 13.637 1
1064 7.784 13.747 103 14.562 1
1065 3.851 6.645 100 14.121 1
1066 5.180 9.662 97 13.762 1
1067 23.212 38.337 102 14.458 1
1068 9.755 16.905 108 15.242 1
1069 11.263 19.980 103 14.538 1
1070 3.902 6.942 104 14.699 1
1071 6.792 12.432 90 12.798 1
1072 8.270 14.509 98 13.884 1
1073 10.645 19.138 92 13.020 1
1074 7.572 13.816 90 12.791 1
1075 6.251 11.495 94 13.302 1
1076 16.288 29.997 89 12.657 1
1077 6.443 12.037 90 12.711 1
1078 17.602 32.019 96 13.573 1
1079 13.295 23.755 98 13.844 1
1080 6.813 12.597 95 13.492 1
1081 8.820 16.136 96 13.591 1
1082 7.402 13.508 96 13.645 1
1083 8.876 15.876 97 13.781 1
1084 6.111 11.069 105 14.904 1
1085 17.126 30.115 99 13.984 1
1086 5.905 10.179 102 14.418 1
1087 3.892 6.787 97 13.762 1
1088 54.000 83.000 111 15.758 1
1089 5.301 9.304 100 14.122 1
1090 4.599 8.113 104 14.765 1
1091 13.955 24.604 101 14.251 1
1092 20.723 36.355 87 12.281 1
1093 8.938 16.019 95 13.459 1
1094 17.609 29.746 101 14.290 1
1095 2.292 4.262 90 12.810 1
1096 4.018 6.964 104 14.716 1
1097 14.048 26.457 118 16.679 1
1098 2.153 4.729 124 17.533 1
1099 8.007 15.104 98 13.895 1
1100 865.000 1.575 96 13.540 1
1101 3.855 7.385 118 16.779 1
1102 7.720 14.265 89 12.544 1
1103 1.569 2.967 86 12.255 1
1104 1.050 2.037 100 14.179 1
1105 2.577 4.735 84 11.901 1
1106 2.702 4.775 88 12.480 1
1107 1.300 2.308 90 12.702 1
1108 2.450 4.702 90 12.754 1
1109 4.235 7.332 89 12.562 1
1110 6.169 10.582 88 12.488 1
1111 1.663 2.945 89 12.640 1
1112 2.755 5.058 84 11.868 1
1113 2.479 4.307 84 11.915 1
1114 1.790 3.190 90 12.717 1
1115 9.403 17.030 88 12.419 1
1116 2.725 5.011 89 12.654 1
1117 1.330 2.279 82 11.680 1
1118 1.431 2.561 89 12.605 1
1119 4.611 8.179 87 12.386 1
1120 3.228 5.466 84 11.937 1
1121 784.000 1.362 85 12.068 1
1122 861.000 1.523 89 12.592 1
1123 2.149 4.129 93 13.178 1
1124 2.627 4.637 93 13.129 1
1125 5.473 9.916 95 13.509 1
1126 3.656 6.595 91 12.911 1
1127 2.780 5.053 83 11.799 1
1128 3.225 5.727 91 12.941 1
1129 1.299 2.366 90 12.731 1
1130 1.586 2.949 83 11.814 1
1131 2.727 5.017 90 12.685 1
1132 2.576 5.353 110 15.649 1
1133 3.238 5.448 88 12.534 1
1134 4.020 7.840 106 14.953 1
1135 1.426 2.673 90 12.722 1
1136 2.122 4.203 98 13.853 1
1137 1.090 1.995 88 12.404 1
1138 1.654 3.203 106 15.061 1
1139 1.857 3.688 92 13.068 1
1140 6.152 11.196 95 13.430 1
1141 3.964 6.946 88 12.529 1
1142 4.752 8.396 85 12.057 1
1143 1.798 3.157 84 11.893 1
1144 8.472 15.018 93 13.159 1
1145 7.828 13.077 89 12.561 1
1146 2.461 4.425 85 11.997 1
1147 3.495 6.670 94 13.391 1
1148 3.236 5.254 83 11.738 1
1149 2.585 4.885 88 12.425 1
1150 2.609 4.478 89 12.673 1
1151 1.719 3.122 90 12.742 1
1152 6.664 12.085 85 12.100 1
1153 2.525 4.694 85 12.006 1
1154 1.595 2.851 76 10.797 1
1155 4.767 8.506 101 14.358 1
1156 14.034 24.482 89 12.611 1
1157 3.418 6.293 107 15.165 1
1158 7.978 14.483 106 14.961 1
1159 3.590 6.719 104 14.771 1
1160 4.158 7.455 101 14.337 1
1161 5.156 9.377 96 13.539 1
1162 12.226 22.019 108 15.279 1
1163 3.452 6.381 102 14.512 1
1164 9.847 18.023 94 13.320 1
1165 4.376 8.321 112 15.886 1
1166 6.593 12.007 93 13.128 1
1167 64.006 107.415 101 14.311 1
1168 2.378 4.300 92 13.038 1
1169 6.265 11.395 102 14.502 1
1170 15.703 26.973 89 12.588 1
1171 4.192 7.673 100 14.187 1
1172 2.518 4.562 85 11.983 1
1173 7.808 13.462 80 11.395 1
1174 1.576 2.879 84 11.848 1
1175 6.062 10.789 90 12.823 1
1176 4.925 8.401 89 12.680 1
1177 3.446 5.713 82 11.554 1
1178 9.810 17.584 98 13.960 1
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) inwoners welvaart gem_ink `Dummy\r`
47.7096 0.5309 6.7850 -49.0404 -25.9482
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-24.572 -7.391 -4.555 -1.526 877.874
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 47.70960 16.17521 2.950 0.00325 **
inwoners 0.53094 0.03583 14.817 < 2e-16 ***
welvaart 6.78496 4.63927 1.463 0.14387
gem_ink -49.04041 32.13376 -1.526 0.12725
`Dummy\r` -25.94817 17.22423 -1.506 0.13221
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 60.04 on 1173 degrees of freedom
Multiple R-squared: 0.1671, Adjusted R-squared: 0.1643
F-statistic: 58.84 on 4 and 1173 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,] 8.805969e-07 1.761194e-06 9.999991e-01
[2,] 7.896681e-09 1.579336e-08 1.000000e+00
[3,] 5.467328e-11 1.093466e-10 1.000000e+00
[4,] 5.983708e-13 1.196742e-12 1.000000e+00
[5,] 5.777620e-15 1.155524e-14 1.000000e+00
[6,] 5.756695e-17 1.151339e-16 1.000000e+00
[7,] 4.406257e-19 8.812514e-19 1.000000e+00
[8,] 3.511867e-21 7.023735e-21 1.000000e+00
[9,] 2.194037e-23 4.388075e-23 1.000000e+00
[10,] 2.774359e-25 5.548718e-25 1.000000e+00
[11,] 2.351504e-27 4.703009e-27 1.000000e+00
[12,] 1.688695e-29 3.377391e-29 1.000000e+00
[13,] 1.000743e-31 2.001486e-31 1.000000e+00
[14,] 5.755659e-34 1.151132e-33 1.000000e+00
[15,] 3.840352e-36 7.680704e-36 1.000000e+00
[16,] 2.819131e-38 5.638263e-38 1.000000e+00
[17,] 1.813796e-40 3.627591e-40 1.000000e+00
[18,] 1.694484e-42 3.388969e-42 1.000000e+00
[19,] 9.754703e-45 1.950941e-44 1.000000e+00
[20,] 2.042688e-46 4.085375e-46 1.000000e+00
[21,] 1.579473e-48 3.158946e-48 1.000000e+00
[22,] 1.099159e-50 2.198317e-50 1.000000e+00
[23,] 4.077645e-52 8.155290e-52 1.000000e+00
[24,] 2.442144e-54 4.884288e-54 1.000000e+00
[25,] 1.351740e-56 2.703481e-56 1.000000e+00
[26,] 7.343766e-59 1.468753e-58 1.000000e+00
[27,] 8.414955e-61 1.682991e-60 1.000000e+00
[28,] 5.822340e-63 1.164468e-62 1.000000e+00
[29,] 1.634975e-64 3.269950e-64 1.000000e+00
[30,] 1.280955e-66 2.561910e-66 1.000000e+00
[31,] 7.342383e-69 1.468477e-68 1.000000e+00
[32,] 4.406204e-71 8.812408e-71 1.000000e+00
[33,] 2.394966e-73 4.789932e-73 1.000000e+00
[34,] 1.270443e-75 2.540886e-75 1.000000e+00
[35,] 7.716203e-78 1.543241e-77 1.000000e+00
[36,] 4.161460e-80 8.322920e-80 1.000000e+00
[37,] 2.514610e-82 5.029221e-82 1.000000e+00
[38,] 1.368075e-84 2.736150e-84 1.000000e+00
[39,] 7.039321e-87 1.407864e-86 1.000000e+00
[40,] 6.504398e-89 1.300880e-88 1.000000e+00
[41,] 3.250710e-91 6.501420e-91 1.000000e+00
[42,] 3.108674e-93 6.217348e-93 1.000000e+00
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[957,] 7.578417e-55 1.515683e-54 1.000000e+00
[958,] 3.696754e-55 7.393507e-55 1.000000e+00
[959,] 1.790468e-55 3.580936e-55 1.000000e+00
[960,] 8.589406e-56 1.717881e-55 1.000000e+00
[961,] 4.186164e-56 8.372329e-56 1.000000e+00
[962,] 2.036958e-56 4.073916e-56 1.000000e+00
[963,] 9.571187e-57 1.914237e-56 1.000000e+00
[964,] 4.497602e-57 8.995203e-57 1.000000e+00
[965,] 2.164786e-57 4.329573e-57 1.000000e+00
[966,] 1.077087e-57 2.154175e-57 1.000000e+00
[967,] 5.127282e-58 1.025456e-57 1.000000e+00
[968,] 2.440198e-58 4.880397e-58 1.000000e+00
[969,] 1.195168e-58 2.390336e-58 1.000000e+00
[970,] 5.512672e-59 1.102534e-58 1.000000e+00
[971,] 2.535856e-59 5.071713e-59 1.000000e+00
[972,] 1.199313e-59 2.398627e-59 1.000000e+00
[973,] 5.522310e-60 1.104462e-59 1.000000e+00
[974,] 2.519415e-60 5.038830e-60 1.000000e+00
[975,] 1.176212e-60 2.352425e-60 1.000000e+00
[976,] 5.326775e-61 1.065355e-60 1.000000e+00
[977,] 2.401837e-61 4.803675e-61 1.000000e+00
[978,] 1.104972e-61 2.209944e-61 1.000000e+00
[979,] 5.025407e-62 1.005081e-61 1.000000e+00
[980,] 2.243306e-62 4.486611e-62 1.000000e+00
[981,] 1.002831e-62 2.005662e-62 1.000000e+00
[982,] 4.495791e-63 8.991582e-63 1.000000e+00
[983,] 2.002263e-63 4.004526e-63 1.000000e+00
[984,] 8.817016e-64 1.763403e-63 1.000000e+00
[985,] 4.048890e-64 8.097779e-64 1.000000e+00
[986,] 1.859479e-64 3.718957e-64 1.000000e+00
[987,] 8.121298e-65 1.624260e-64 1.000000e+00
[988,] 3.555245e-65 7.110491e-65 1.000000e+00
[989,] 1.569225e-65 3.138450e-65 1.000000e+00
[990,] 6.786164e-66 1.357233e-65 1.000000e+00
[991,] 3.149226e-66 6.298452e-66 1.000000e+00
[992,] 1.363681e-66 2.727362e-66 1.000000e+00
[993,] 5.853776e-67 1.170755e-66 1.000000e+00
[994,] 3.863444e-67 7.726887e-67 1.000000e+00
[995,] 1.688382e-67 3.376764e-67 1.000000e+00
[996,] 7.322296e-68 1.464459e-67 1.000000e+00
[997,] 3.245089e-68 6.490179e-68 1.000000e+00
[998,] 1.367724e-68 2.735448e-68 1.000000e+00
[999,] 5.932347e-69 1.186469e-68 1.000000e+00
[1000,] 2.507556e-69 5.015111e-69 1.000000e+00
[1001,] 1.066167e-69 2.132333e-69 1.000000e+00
[1002,] 4.549687e-70 9.099375e-70 1.000000e+00
[1003,] 2.041900e-70 4.083800e-70 1.000000e+00
[1004,] 8.443632e-71 1.688726e-70 1.000000e+00
[1005,] 3.637819e-71 7.275639e-71 1.000000e+00
[1006,] 1.522254e-71 3.044508e-71 1.000000e+00
[1007,] 6.420496e-72 1.284099e-71 1.000000e+00
[1008,] 2.817261e-72 5.634523e-72 1.000000e+00
[1009,] 1.211465e-72 2.422929e-72 1.000000e+00
[1010,] 5.262902e-73 1.052580e-72 1.000000e+00
[1011,] 2.136882e-73 4.273765e-73 1.000000e+00
[1012,] 8.742405e-74 1.748481e-73 1.000000e+00
[1013,] 3.585371e-74 7.170742e-74 1.000000e+00
[1014,] 1.447787e-74 2.895574e-74 1.000000e+00
[1015,] 6.405966e-75 1.281193e-74 1.000000e+00
[1016,] 2.594312e-75 5.188624e-75 1.000000e+00
[1017,] 1.022177e-75 2.044354e-75 1.000000e+00
[1018,] 4.320921e-76 8.641843e-76 1.000000e+00
[1019,] 1.831806e-76 3.663612e-76 1.000000e+00
[1020,] 7.145809e-77 1.429162e-76 1.000000e+00
[1021,] 2.924660e-77 5.849320e-77 1.000000e+00
[1022,] 1.222834e-77 2.445668e-77 1.000000e+00
[1023,] 5.205788e-78 1.041158e-77 1.000000e+00
[1024,] 2.218660e-78 4.437321e-78 1.000000e+00
[1025,] 1.039155e-78 2.078311e-78 1.000000e+00
[1026,] 4.406797e-79 8.813593e-79 1.000000e+00
[1027,] 1.669563e-79 3.339126e-79 1.000000e+00
[1028,] 6.627521e-80 1.325504e-79 1.000000e+00
[1029,] 2.723165e-80 5.446330e-80 1.000000e+00
[1030,] 1.100456e-80 2.200912e-80 1.000000e+00
[1031,] 4.673290e-81 9.346580e-81 1.000000e+00
[1032,] 1.806944e-81 3.613888e-81 1.000000e+00
[1033,] 6.783130e-82 1.356626e-81 1.000000e+00
[1034,] 2.502538e-82 5.005075e-82 1.000000e+00
[1035,] 9.760142e-83 1.952028e-82 1.000000e+00
[1036,] 3.571973e-83 7.143946e-83 1.000000e+00
[1037,] 1.310966e-83 2.621932e-83 1.000000e+00
[1038,] 5.081556e-84 1.016311e-83 1.000000e+00
[1039,] 1.880752e-84 3.761504e-84 1.000000e+00
[1040,] 7.038149e-85 1.407630e-84 1.000000e+00
[1041,] 2.544706e-85 5.089412e-85 1.000000e+00
[1042,] 9.215118e-86 1.843024e-85 1.000000e+00
[1043,] 3.420577e-86 6.841155e-86 1.000000e+00
[1044,] 1.209828e-86 2.419655e-86 1.000000e+00
[1045,] 4.867873e-87 9.735746e-87 1.000000e+00
[1046,] 1.705595e-87 3.411189e-87 1.000000e+00
[1047,] 6.007038e-88 1.201408e-87 1.000000e+00
[1048,] 2.089092e-88 4.178183e-88 1.000000e+00
[1049,] 7.990866e-89 1.598173e-88 1.000000e+00
[1050,] 3.117935e-89 6.235871e-89 1.000000e+00
[1051,] 1.210811e-89 2.421621e-89 1.000000e+00
[1052,] 4.538420e-90 9.076840e-90 1.000000e+00
[1053,] 2.268091e-90 4.536182e-90 1.000000e+00
[1054,] 8.217683e-91 1.643537e-90 1.000000e+00
[1055,] 2.754360e-91 5.508721e-91 1.000000e+00
[1056,] 9.245343e-92 1.849069e-91 1.000000e+00
[1057,] 3.238151e-92 6.476303e-92 1.000000e+00
[1058,] 1.247411e-92 2.494823e-92 1.000000e+00
[1059,] 4.242669e-93 8.485338e-93 1.000000e+00
[1060,] 1.424253e-93 2.848506e-93 1.000000e+00
[1061,] 4.962153e-94 9.924307e-94 1.000000e+00
[1062,] 1.722598e-94 3.445195e-94 1.000000e+00
[1063,] 6.285457e-95 1.257091e-94 1.000000e+00
[1064,] 2.042081e-95 4.084162e-95 1.000000e+00
[1065,] 6.759155e-96 1.351831e-95 1.000000e+00
[1066,] 2.264260e-96 4.528521e-96 1.000000e+00
[1067,] 7.262549e-97 1.452510e-96 1.000000e+00
[1068,] 2.523331e-97 5.046663e-97 1.000000e+00
[1069,] 7.902861e-98 1.580572e-97 1.000000e+00
[1070,] 2.958881e-98 5.917762e-98 1.000000e+00
[1071,] 9.267547e-99 1.853509e-98 1.000000e+00
[1072,] 3.026558e-99 6.053117e-99 1.000000e+00
[1073,] 9.417869e-100 1.883574e-99 1.000000e+00
[1074,] 3.040517e-100 6.081034e-100 1.000000e+00
[1075,] 9.235244e-101 1.847049e-100 1.000000e+00
[1076,] 2.781976e-101 5.563952e-101 1.000000e+00
[1077,] 8.387598e-102 1.677520e-101 1.000000e+00
[1078,] 2.574037e-102 5.148075e-102 1.000000e+00
[1079,] 8.680893e-103 1.736179e-102 1.000000e+00
[1080,] 2.709732e-103 5.419464e-103 1.000000e+00
[1081,] 2.086200e-103 4.172400e-103 1.000000e+00
[1082,] 7.434763e-104 1.486953e-103 1.000000e+00
[1083,] 2.185018e-104 4.370036e-104 1.000000e+00
[1084,] 6.737041e-105 1.347408e-104 1.000000e+00
[1085,] 1.947695e-105 3.895390e-105 1.000000e+00
[1086,] 5.765705e-106 1.153141e-105 1.000000e+00
[1087,] 1.617457e-106 3.234914e-106 1.000000e+00
[1088,] 4.666632e-107 9.333265e-107 1.000000e+00
[1089,] 1.496865e-107 2.993730e-107 1.000000e+00
[1090,] 4.163904e-108 8.327808e-108 1.000000e+00
[1091,] 1.391608e-108 2.783216e-108 1.000000e+00
[1092,] 3.936916e-109 7.873832e-109 1.000000e+00
[1093,] 4.398493e-50 8.796985e-50 1.000000e+00
[1094,] 1.702568e-50 3.405137e-50 1.000000e+00
[1095,] 6.817460e-51 1.363492e-50 1.000000e+00
[1096,] 2.873369e-51 5.746738e-51 1.000000e+00
[1097,] 1.097379e-51 2.194758e-51 1.000000e+00
[1098,] 4.699806e-52 9.399611e-52 1.000000e+00
[1099,] 1.919319e-52 3.838638e-52 1.000000e+00
[1100,] 7.839788e-53 1.567958e-52 1.000000e+00
[1101,] 3.124267e-53 6.248535e-53 1.000000e+00
[1102,] 1.247322e-53 2.494645e-53 1.000000e+00
[1103,] 4.831519e-54 9.663038e-54 1.000000e+00
[1104,] 1.926185e-54 3.852369e-54 1.000000e+00
[1105,] 8.259241e-55 1.651848e-54 1.000000e+00
[1106,] 3.512367e-55 7.024734e-55 1.000000e+00
[1107,] 1.405760e-55 2.811521e-55 1.000000e+00
[1108,] 5.318311e-56 1.063662e-55 1.000000e+00
[1109,] 2.045662e-56 4.091325e-56 1.000000e+00
[1110,] 9.093575e-57 1.818715e-56 1.000000e+00
[1111,] 3.646615e-57 7.293230e-57 1.000000e+00
[1112,] 1.423898e-57 2.847795e-57 1.000000e+00
[1113,] 6.151905e-58 1.230381e-57 1.000000e+00
[1114,] 2.301072e-21 4.602145e-21 1.000000e+00
[1115,] 1.000000e+00 1.265989e-118 6.329945e-119
[1116,] 1.000000e+00 4.187595e-116 2.093797e-116
[1117,] 1.000000e+00 8.481825e-114 4.240913e-114
[1118,] 1.000000e+00 2.477431e-111 1.238716e-111
[1119,] 1.000000e+00 8.032299e-109 4.016149e-109
[1120,] 1.000000e+00 2.384250e-106 1.192125e-106
[1121,] 1.000000e+00 6.753607e-104 3.376803e-104
[1122,] 1.000000e+00 1.469484e-101 7.347419e-102
[1123,] 1.000000e+00 4.614574e-99 2.307287e-99
[1124,] 1.000000e+00 1.423745e-96 7.118724e-97
[1125,] 1.000000e+00 4.347084e-94 2.173542e-94
[1126,] 1.000000e+00 6.796283e-92 3.398142e-92
[1127,] 1.000000e+00 1.689827e-89 8.449136e-90
[1128,] 1.000000e+00 4.344604e-87 2.172302e-87
[1129,] 1.000000e+00 1.294416e-84 6.472082e-85
[1130,] 1.000000e+00 2.814031e-82 1.407016e-82
[1131,] 1.000000e+00 3.125327e-80 1.562663e-80
[1132,] 1.000000e+00 9.311014e-78 4.655507e-78
[1133,] 1.000000e+00 2.086376e-75 1.043188e-75
[1134,] 1.000000e+00 5.549113e-73 2.774557e-73
[1135,] 1.000000e+00 1.571754e-70 7.858768e-71
[1136,] 1.000000e+00 3.834298e-68 1.917149e-68
[1137,] 1.000000e+00 8.441607e-66 4.220803e-66
[1138,] 1.000000e+00 9.295822e-64 4.647911e-64
[1139,] 1.000000e+00 2.533007e-61 1.266503e-61
[1140,] 1.000000e+00 6.043424e-59 3.021712e-59
[1141,] 1.000000e+00 5.910297e-57 2.955149e-57
[1142,] 1.000000e+00 1.647875e-54 8.239374e-55
[1143,] 1.000000e+00 2.531268e-52 1.265634e-52
[1144,] 1.000000e+00 4.699491e-50 2.349746e-50
[1145,] 1.000000e+00 5.191247e-48 2.595624e-48
[1146,] 1.000000e+00 1.451634e-45 7.258171e-46
[1147,] 1.000000e+00 3.956942e-43 1.978471e-43
[1148,] 1.000000e+00 8.231271e-41 4.115636e-41
[1149,] 1.000000e+00 9.749343e-39 4.874671e-39
[1150,] 1.000000e+00 1.298043e-36 6.490214e-37
[1151,] 1.000000e+00 3.428141e-34 1.714070e-34
[1152,] 1.000000e+00 7.433353e-32 3.716676e-32
[1153,] 1.000000e+00 1.150594e-29 5.752968e-30
[1154,] 1.000000e+00 2.971411e-27 1.485706e-27
[1155,] 1.000000e+00 3.638773e-25 1.819387e-25
[1156,] 1.000000e+00 6.759554e-23 3.379777e-23
[1157,] 1.000000e+00 7.052319e-22 3.526159e-22
[1158,] 1.000000e+00 2.036191e-19 1.018095e-19
[1159,] 1.000000e+00 2.151753e-17 1.075876e-17
[1160,] 1.000000e+00 7.563765e-16 3.781882e-16
[1161,] 1.000000e+00 3.418944e-13 1.709472e-13
[1162,] 1.000000e+00 1.598504e-10 7.992522e-11
[1163,] 1.000000e+00 3.471743e-08 1.735871e-08
> postscript(file="/var/www/html/freestat/rcomp/tmp/1c3ic1293646162.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/2c3ic1293646162.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/3c3ic1293646162.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/4nvzx1293646162.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/5nvzx1293646162.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 = 1178
Frequency = 1
1 2 3 4 5 6
10.32368063 20.66850659 3.63662949 -7.56279821 3.13605121 6.03034382
7 8 9 10 11 12
-1.26321893 8.74743457 -9.18542169 -2.09201805 6.84847216 0.39510223
13 14 15 16 17 18
7.60177674 4.04880794 -1.40595048 -3.89471449 6.08793015 -2.80609728
19 20 21 22 23 24
2.90175389 3.16482572 1.84288095 4.59900685 5.05170822 0.67425534
25 26 27 28 29 30
0.63372765 2.47252641 -1.73848175 -3.20391108 5.46808990 1.67551599
31 32 33 34 35 36
-0.24957205 9.91528026 0.20002385 -1.49814320 -0.36253269 -2.13987688
37 38 39 40 41 42
3.44244279 -1.80037514 -1.53758142 2.27917148 1.07800106 2.23681745
43 44 45 46 47 48
-5.30163626 -4.06664262 -9.66628308 -3.54752901 -0.72384179 -2.64964041
49 50 51 52 53 54
-1.61052629 -4.77524387 -3.67766385 -1.16831443 -2.66861159 -3.14708174
55 56 57 58 59 60
-6.32780600 -2.09389820 -6.68847848 -2.69779189 -3.65918058 -4.61031736
61 62 63 64 65 66
-2.35162338 -2.23371230 -2.93112041 -8.34431771 -4.97027167 -9.63305669
67 68 69 70 71 72
1.89415105 -3.34189596 0.29470766 -3.34741072 -14.87515858 -4.97099027
73 74 75 76 77 78
-4.75133816 -11.54851870 -18.34966838 -9.95244779 -11.49783687 -6.36343368
79 80 81 82 83 84
-12.61588996 -8.92696744 -11.99088535 -24.57206770 -19.52339459 -24.42490686
85 86 87 88 89 90
-21.51762351 -5.88711293 1.88812354 -7.31612935 -2.76754770 4.31076626
91 92 93 94 95 96
3.46686860 4.22416617 -1.61472109 6.00462387 -5.82234778 3.45788921
97 98 99 100 101 102
4.20930996 5.15535286 -1.50847644 0.23811426 0.85964842 7.64170942
103 104 105 106 107 108
3.11623392 -0.41461473 7.60484139 -1.46563479 6.75869883 3.57802271
109 110 111 112 113 114
-1.59359918 7.54287960 0.16667462 0.81107705 0.79426037 5.20018316
115 116 117 118 119 120
2.64955473 5.76246133 0.23271968 7.89940249 4.73752081 -0.98416911
121 122 123 124 125 126
1.83023286 4.45171593 -0.24637138 10.51235483 1.61009094 -0.32815972
127 128 129 130 131 132
-4.92979427 2.65546294 5.91013961 4.56799175 4.96490153 -0.76087784
133 134 135 136 137 138
-7.05397850 -1.73681107 4.36684667 10.10340571 5.61240561 5.16098582
139 140 141 142 143 144
3.31592000 14.29216254 -6.53797499 5.12844953 0.96116907 6.27389917
145 146 147 148 149 150
-1.25063631 9.53160152 8.05797465 4.93849131 -4.62561325 0.63578508
151 152 153 154 155 156
0.43041690 0.18230036 -0.09794593 -5.97097087 3.11787829 5.33683686
157 158 159 160 161 162
-1.30544876 0.09759033 2.12438402 -1.47842505 -1.85612129 4.84935666
163 164 165 166 167 168
-4.96646414 -1.54952883 -0.12942030 -4.66131864 4.22138791 11.64089782
169 170 171 172 173 174
-2.02572392 4.34326256 -3.84661011 -4.04563214 -3.02190619 -1.82484892
175 176 177 178 179 180
-5.55025727 1.79330939 -7.31746154 -3.28310091 1.84440254 2.92725203
181 182 183 184 185 186
-0.33383194 -3.33494385 -1.62952153 3.85782914 -7.80055785 -3.38447327
187 188 189 190 191 192
8.26516780 -5.48227473 -1.68904034 -5.06306829 -5.49682667 -11.15792030
193 194 195 196 197 198
-13.77010580 -12.01757263 -9.61392516 -14.08118739 -15.54453390 -2.28489083
199 200 201 202 203 204
-10.16033472 22.32722281 -10.52025159 -13.24871655 -11.05133479 -7.03999612
205 206 207 208 209 210
-5.63205750 -7.43148434 -7.04831666 -1.96672179 1.48286900 -3.05793835
211 212 213 214 215 216
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217 218 219 220 221 222
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223 224 225 226 227 228
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229 230 231 232 233 234
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235 236 237 238 239 240
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241 242 243 244 245 246
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247 248 249 250 251 252
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253 254 255 256 257 258
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259 260 261 262 263 264
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265 266 267 268 269 270
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271 272 273 274 275 276
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277 278 279 280 281 282
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283 284 285 286 287 288
7.31350720 -1.13271766 1.03525088 -3.37318117 -1.84630161 13.28092349
289 290 291 292 293 294
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295 296 297 298 299 300
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301 302 303 304 305 306
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307 308 309 310 311 312
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313 314 315 316 317 318
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319 320 321 322 323 324
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325 326 327 328 329 330
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331 332 333 334 335 336
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337 338 339 340 341 342
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343 344 345 346 347 348
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349 350 351 352 353 354
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355 356 357 358 359 360
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361 362 363 364 365 366
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367 368 369 370 371 372
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373 374 375 376 377 378
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379 380 381 382 383 384
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385 386 387 388 389 390
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391 392 393 394 395 396
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397 398 399 400 401 402
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403 404 405 406 407 408
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409 410 411 412 413 414
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415 416 417 418 419 420
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421 422 423 424 425 426
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427 428 429 430 431 432
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433 434 435 436 437 438
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439 440 441 442 443 444
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445 446 447 448 449 450
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451 452 453 454 455 456
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457 458 459 460 461 462
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463 464 465 466 467 468
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469 470 471 472 473 474
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475 476 477 478 479 480
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481 482 483 484 485 486
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487 488 489 490 491 492
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493 494 495 496 497 498
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499 500 501 502 503 504
13.98381871 -4.92998209 -2.57203953 -6.11293963 -9.12972447 -5.20057769
505 506 507 508 509 510
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511 512 513 514 515 516
874.68351566 1.68201595 -7.19120316 -13.71179711 -4.96033536 -13.42654960
517 518 519 520 521 522
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523 524 525 526 527 528
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529 530 531 532 533 534
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535 536 537 538 539 540
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541 542 543 544 545 546
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547 548 549 550 551 552
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553 554 555 556 557 558
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559 560 561 562 563 564
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565 566 567 568 569 570
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571 572 573 574 575 576
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577 578 579 580 581 582
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583 584 585 586 587 588
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589 590 591 592 593 594
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595 596 597 598 599 600
-3.33321645 -0.46537938 -0.47165365 -7.23606052 -5.53214339 1.27669576
601 602 603 604 605 606
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607 608 609 610 611 612
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613 614 615 616 617 618
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619 620 621 622 623 624
1.91171831 -5.30756829 2.09471747 -2.97936506 -4.68454746 -2.94655940
625 626 627 628 629 630
0.64613122 -0.43211583 -2.00400174 -6.19770730 -3.66195313 -4.83056789
631 632 633 634 635 636
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637 638 639 640 641 642
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643 644 645 646 647 648
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649 650 651 652 653 654
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655 656 657 658 659 660
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661 662 663 664 665 666
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667 668 669 670 671 672
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673 674 675 676 677 678
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679 680 681 682 683 684
-4.21110628 -3.79695871 -2.83558948 -6.03959445 1.15574808 -5.00323323
685 686 687 688 689 690
-2.22862117 -1.67580157 -0.19881828 1.55848974 -1.79845819 0.21519467
691 692 693 694 695 696
2.34113933 -4.17095641 -5.94302040 -0.84349121 -1.38448949 -0.78362965
697 698 699 700 701 702
0.49063053 -5.84646389 0.30073192 -3.08412640 -1.56510331 -3.89756216
703 704 705 706 707 708
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709 710 711 712 713 714
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715 716 717 718 719 720
-3.46421920 -5.31529680 1.59315782 1.00194077 -3.55379378 0.98678230
721 722 723 724 725 726
-4.45010317 -2.37408468 -0.55264453 -1.86052013 -2.26504305 0.13886384
727 728 729 730 731 732
0.91980126 -4.20961152 0.01421500 -2.58397014 -2.96242638 -1.45377308
733 734 735 736 737 738
1.81733545 -2.18955607 -0.76646548 2.09125086 -4.06612834 -6.05404637
739 740 741 742 743 744
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745 746 747 748 749 750
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751 752 753 754 755 756
0.96398306 -5.13744666 -3.12941887 -1.05764213 -6.00546861 1.18740162
757 758 759 760 761 762
4.90832905 -5.65473227 1.82859277 -6.41268435 -1.35504219 -1.57262955
763 764 765 766 767 768
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769 770 771 772 773 774
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775 776 777 778 779 780
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781 782 783 784 785 786
-5.64185888 -8.72376292 -8.19130758 -5.10425861 -9.98319742 -10.57488665
787 788 789 790 791 792
-7.06467956 -8.92329905 20.09647182 -9.53075235 -9.47845194 -7.93228640
793 794 795 796 797 798
-5.89589977 -2.17926227 -7.54555929 -2.83143513 -4.90077149 -4.29418023
799 800 801 802 803 804
-7.95474165 -7.16555528 -7.25149611 -8.25961441 -3.31287483 -8.14029349
805 806 807 808 809 810
-7.73696336 -3.44632074 -0.28767526 -4.70018570 -5.63151958 -7.59427110
811 812 813 814 815 816
1.91757919 -3.31950238 -4.38795862 -7.93484575 -1.09246687 -5.78188145
817 818 819 820 821 822
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823 824 825 826 827 828
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829 830 831 832 833 834
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835 836 837 838 839 840
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841 842 843 844 845 846
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847 848 849 850 851 852
-0.69303511 -3.02826109 -4.89737862 -0.05888147 -1.75868752 -5.18218774
853 854 855 856 857 858
-5.01122041 -5.36843982 -2.22336275 -3.50775497 -1.57203609 -4.55458715
859 860 861 862 863 864
-2.60216013 -6.48768437 -6.55445025 2.74465023 -1.99679853 -3.55790207
865 866 867 868 869 870
-0.99386111 -0.97429360 17.15706696 -5.25658103 -0.24853940 -2.93963248
871 872 873 874 875 876
-3.88258588 0.53529786 -1.97424865 -4.43616130 -0.43072550 -1.85902904
877 878 879 880 881 882
1.75264426 -1.52173903 -1.35482998 -4.13282548 -2.38073185 -2.04660953
883 884 885 886 887 888
-1.98185685 -6.34826866 -3.39368623 -2.60219437 -6.65534317 -3.93055719
889 890 891 892 893 894
-8.09323420 -0.41395371 -1.41141219 -5.04225208 0.92003304 -4.58351024
895 896 897 898 899 900
-6.17383418 -0.94878198 0.33125115 -4.41810661 -6.02137298 -4.23133548
901 902 903 904 905 906
-3.90100836 -3.81801273 -8.39475887 -2.51231417 -5.65063518 -5.34658158
907 908 909 910 911 912
-6.55385515 -8.80817707 -6.65381408 2.01382490 -6.77457946 -6.36172044
913 914 915 916 917 918
-7.67065670 -4.26109393 -6.07429755 -1.25027608 -4.10901663 -3.64340431
919 920 921 922 923 924
1.17992379 -2.24835922 -3.50589250 -10.74664894 -7.87729616 -5.95739461
925 926 927 928 929 930
-9.31467804 -6.34540484 -2.39771497 -5.18326279 -4.61350491 -2.04459544
931 932 933 934 935 936
-10.82599186 -2.38437388 -7.91897557 -5.83118227 -6.28334985 -5.16085954
937 938 939 940 941 942
-3.59637592 -5.16803423 -6.09331942 -4.04063664 -5.82264536 -4.73455820
943 944 945 946 947 948
-1.18884675 -3.31260830 -4.95749373 -8.62371961 -3.23037406 -7.70618516
949 950 951 952 953 954
-5.78081110 -7.24835325 -6.34993423 -0.68789490 -4.92919301 -6.77113003
955 956 957 958 959 960
-7.36095747 -5.00728663 -9.12279783 -1.17164968 -10.24498977 -6.85564064
961 962 963 964 965 966
-6.47420110 -9.73108040 -2.42688026 -9.24727808 -6.11598391 -5.75249803
967 968 969 970 971 972
-4.16800872 -0.10220316 -7.46253348 -2.53802909 -3.58591368 -6.88198747
973 974 975 976 977 978
-8.71768955 -6.36281359 -6.16365707 -8.96503568 -3.21098958 -2.67662503
979 980 981 982 983 984
-7.20293801 -0.23374767 -3.03793040 -6.77558536 -3.49129630 -2.72598542
985 986 987 988 989 990
-6.96102677 -6.56033896 -1.70661445 -3.67525274 -4.67210388 -3.90734212
991 992 993 994 995 996
-2.94137305 1.62906312 -7.12621761 -1.54051841 -5.27940765 -6.10528346
997 998 999 1000 1001 1002
-2.20204724 -9.61120979 -5.18635199 -4.32921453 0.82697405 0.96412222
1003 1004 1005 1006 1007 1008
-7.67992029 -8.28109866 -5.84814077 -7.60137372 -5.77925152 -5.27309578
1009 1010 1011 1012 1013 1014
-6.80081271 -8.52412833 -2.25120932 -6.73250711 -6.86062295 -6.72554993
1015 1016 1017 1018 1019 1020
-7.54284900 -7.02735284 -8.47978131 -4.56315056 -4.93263590 -5.15006662
1021 1022 1023 1024 1025 1026
-4.20870208 -9.00084933 -4.57665973 -3.14384329 -8.04195472 -7.17773896
1027 1028 1029 1030 1031 1032
-7.80772787 -6.29468421 -7.96484812 -7.77984804 -7.73646389 -10.27033193
1033 1034 1035 1036 1037 1038
-7.55163370 -3.07354308 -6.24420811 -7.39616503 -8.12744408 -9.01466434
1039 1040 1041 1042 1043 1044
-5.38976380 -3.97099289 -0.78917252 -6.74583069 -0.65880447 -3.09236670
1045 1046 1047 1048 1049 1050
-6.50144130 -5.82750629 -4.99006678 -3.19122609 -3.86041075 -5.10295587
1051 1052 1053 1054 1055 1056
-2.94045565 -7.83509724 -2.02181292 -8.27327358 -1.45095484 -2.89373180
1057 1058 1059 1060 1061 1062
-7.88578080 -7.76336174 -6.99865417 3.49949236 -6.41506222 -5.73100257
1063 1064 1065 1066 1067 1068
-3.67246100 -6.00043183 -7.43462776 -4.95811685 -1.94355158 -6.28345526
1069 1070 1071 1072 1073 1074
-7.00776567 -6.33578969 -4.59708206 -5.24362189 -6.98752510 -4.89518921
1075 1076 1077 1078 1079 1080
-7.06405102 -4.55682628 -9.00287505 -6.89007660 -7.08933173 -4.55442914
1081 1082 1083 1084 1085 1086
-6.35639082 -3.73089225 -3.62962536 -3.04966257 -6.55442537 -6.26189106
1087 1088 1089 1090 1091 1092
-4.71965738 7.81888475 -7.34736326 -3.02385653 -7.27552661 -8.36683743
1093 1094 1095 1096 1097 1098
-5.86464748 -4.43905674 -4.17079761 -5.39778354 -4.44052059 -3.62843695
1099 1100 1101 1102 1103 1104
-5.28308817 855.05360113 0.39665380 -10.31360587 -4.28382582 -4.94470158
1105 1106 1107 1108 1109 1110
-8.00492234 -6.64659167 -9.42169987 -6.99267496 -9.23485477 -5.87045107
1111 1112 1113 1114 1115 1116
-5.65245876 -9.61675012 -7.18911331 -8.66438501 -9.44375576 -5.00082013
1117 1118 1119 1120 1121 1122
-5.21594419 -7.39699105 -4.36976120 -5.97658667 776.61373755 852.08560192
1123 1124 1125 1126 1127 1128
-6.55118282 -8.74588143 -3.63728562 -5.87736191 -6.18792681 -4.37629173
1129 1130 1131 1132 1133 1134
-8.03132278 -5.52921787 -10.26670978 -0.93947660 -3.81973404 -7.80822618
1135 1136 1137 1138 1139 1140
-8.50868575 -7.43998185 -10.50964252 -2.41588242 -5.21852523 -7.51208393
1141 1142 1143 1144 1145 1146
-4.13428781 -6.90835590 -8.33841844 -6.94138256 -8.74115939 -10.03340785
1147 1148 1149 1150 1151 1152
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1153 1154 1155 1156 1157 1158
-9.67086772 -7.84758169 -2.66909214 -6.13853746 -3.97724892 -6.98495345
1159 1160 1161 1162 1163 1164
-2.99848036 -3.74992017 -8.98185205 -4.71319981 -2.08857366 -6.05131586
1165 1166 1167 1168 1169 1170
-2.66265080 -8.74196748 1.75002478 -6.49367415 -2.42812301 -6.92004435
1171 1172 1173 1174 1175 1176
-4.40276983 -10.73571263 -5.08207566 -10.61963468 -3.22873353 -3.32566441
1177 1178
-11.10229152 -1.60919905
> postscript(file="/var/www/html/freestat/rcomp/tmp/6nvzx1293646162.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 = 1178
Frequency = 1
lag(myerror, k = 1) myerror
0 10.32368063 NA
1 20.66850659 10.32368063
2 3.63662949 20.66850659
3 -7.56279821 3.63662949
4 3.13605121 -7.56279821
5 6.03034382 3.13605121
6 -1.26321893 6.03034382
7 8.74743457 -1.26321893
8 -9.18542169 8.74743457
9 -2.09201805 -9.18542169
10 6.84847216 -2.09201805
11 0.39510223 6.84847216
12 7.60177674 0.39510223
13 4.04880794 7.60177674
14 -1.40595048 4.04880794
15 -3.89471449 -1.40595048
16 6.08793015 -3.89471449
17 -2.80609728 6.08793015
18 2.90175389 -2.80609728
19 3.16482572 2.90175389
20 1.84288095 3.16482572
21 4.59900685 1.84288095
22 5.05170822 4.59900685
23 0.67425534 5.05170822
24 0.63372765 0.67425534
25 2.47252641 0.63372765
26 -1.73848175 2.47252641
27 -3.20391108 -1.73848175
28 5.46808990 -3.20391108
29 1.67551599 5.46808990
30 -0.24957205 1.67551599
31 9.91528026 -0.24957205
32 0.20002385 9.91528026
33 -1.49814320 0.20002385
34 -0.36253269 -1.49814320
35 -2.13987688 -0.36253269
36 3.44244279 -2.13987688
37 -1.80037514 3.44244279
38 -1.53758142 -1.80037514
39 2.27917148 -1.53758142
40 1.07800106 2.27917148
41 2.23681745 1.07800106
42 -5.30163626 2.23681745
43 -4.06664262 -5.30163626
44 -9.66628308 -4.06664262
45 -3.54752901 -9.66628308
46 -0.72384179 -3.54752901
47 -2.64964041 -0.72384179
48 -1.61052629 -2.64964041
49 -4.77524387 -1.61052629
50 -3.67766385 -4.77524387
51 -1.16831443 -3.67766385
52 -2.66861159 -1.16831443
53 -3.14708174 -2.66861159
54 -6.32780600 -3.14708174
55 -2.09389820 -6.32780600
56 -6.68847848 -2.09389820
57 -2.69779189 -6.68847848
58 -3.65918058 -2.69779189
59 -4.61031736 -3.65918058
60 -2.35162338 -4.61031736
61 -2.23371230 -2.35162338
62 -2.93112041 -2.23371230
63 -8.34431771 -2.93112041
64 -4.97027167 -8.34431771
65 -9.63305669 -4.97027167
66 1.89415105 -9.63305669
67 -3.34189596 1.89415105
68 0.29470766 -3.34189596
69 -3.34741072 0.29470766
70 -14.87515858 -3.34741072
71 -4.97099027 -14.87515858
72 -4.75133816 -4.97099027
73 -11.54851870 -4.75133816
74 -18.34966838 -11.54851870
75 -9.95244779 -18.34966838
76 -11.49783687 -9.95244779
77 -6.36343368 -11.49783687
78 -12.61588996 -6.36343368
79 -8.92696744 -12.61588996
80 -11.99088535 -8.92696744
81 -24.57206770 -11.99088535
82 -19.52339459 -24.57206770
83 -24.42490686 -19.52339459
84 -21.51762351 -24.42490686
85 -5.88711293 -21.51762351
86 1.88812354 -5.88711293
87 -7.31612935 1.88812354
88 -2.76754770 -7.31612935
89 4.31076626 -2.76754770
90 3.46686860 4.31076626
91 4.22416617 3.46686860
92 -1.61472109 4.22416617
93 6.00462387 -1.61472109
94 -5.82234778 6.00462387
95 3.45788921 -5.82234778
96 4.20930996 3.45788921
97 5.15535286 4.20930996
98 -1.50847644 5.15535286
99 0.23811426 -1.50847644
100 0.85964842 0.23811426
101 7.64170942 0.85964842
102 3.11623392 7.64170942
103 -0.41461473 3.11623392
104 7.60484139 -0.41461473
105 -1.46563479 7.60484139
106 6.75869883 -1.46563479
107 3.57802271 6.75869883
108 -1.59359918 3.57802271
109 7.54287960 -1.59359918
110 0.16667462 7.54287960
111 0.81107705 0.16667462
112 0.79426037 0.81107705
113 5.20018316 0.79426037
114 2.64955473 5.20018316
115 5.76246133 2.64955473
116 0.23271968 5.76246133
117 7.89940249 0.23271968
118 4.73752081 7.89940249
119 -0.98416911 4.73752081
120 1.83023286 -0.98416911
121 4.45171593 1.83023286
122 -0.24637138 4.45171593
123 10.51235483 -0.24637138
124 1.61009094 10.51235483
125 -0.32815972 1.61009094
126 -4.92979427 -0.32815972
127 2.65546294 -4.92979427
128 5.91013961 2.65546294
129 4.56799175 5.91013961
130 4.96490153 4.56799175
131 -0.76087784 4.96490153
132 -7.05397850 -0.76087784
133 -1.73681107 -7.05397850
134 4.36684667 -1.73681107
135 10.10340571 4.36684667
136 5.61240561 10.10340571
137 5.16098582 5.61240561
138 3.31592000 5.16098582
139 14.29216254 3.31592000
140 -6.53797499 14.29216254
141 5.12844953 -6.53797499
142 0.96116907 5.12844953
143 6.27389917 0.96116907
144 -1.25063631 6.27389917
145 9.53160152 -1.25063631
146 8.05797465 9.53160152
147 4.93849131 8.05797465
148 -4.62561325 4.93849131
149 0.63578508 -4.62561325
150 0.43041690 0.63578508
151 0.18230036 0.43041690
152 -0.09794593 0.18230036
153 -5.97097087 -0.09794593
154 3.11787829 -5.97097087
155 5.33683686 3.11787829
156 -1.30544876 5.33683686
157 0.09759033 -1.30544876
158 2.12438402 0.09759033
159 -1.47842505 2.12438402
160 -1.85612129 -1.47842505
161 4.84935666 -1.85612129
162 -4.96646414 4.84935666
163 -1.54952883 -4.96646414
164 -0.12942030 -1.54952883
165 -4.66131864 -0.12942030
166 4.22138791 -4.66131864
167 11.64089782 4.22138791
168 -2.02572392 11.64089782
169 4.34326256 -2.02572392
170 -3.84661011 4.34326256
171 -4.04563214 -3.84661011
172 -3.02190619 -4.04563214
173 -1.82484892 -3.02190619
174 -5.55025727 -1.82484892
175 1.79330939 -5.55025727
176 -7.31746154 1.79330939
177 -3.28310091 -7.31746154
178 1.84440254 -3.28310091
179 2.92725203 1.84440254
180 -0.33383194 2.92725203
181 -3.33494385 -0.33383194
182 -1.62952153 -3.33494385
183 3.85782914 -1.62952153
184 -7.80055785 3.85782914
185 -3.38447327 -7.80055785
186 8.26516780 -3.38447327
187 -5.48227473 8.26516780
188 -1.68904034 -5.48227473
189 -5.06306829 -1.68904034
190 -5.49682667 -5.06306829
191 -11.15792030 -5.49682667
192 -13.77010580 -11.15792030
193 -12.01757263 -13.77010580
194 -9.61392516 -12.01757263
195 -14.08118739 -9.61392516
196 -15.54453390 -14.08118739
197 -2.28489083 -15.54453390
198 -10.16033472 -2.28489083
199 22.32722281 -10.16033472
200 -10.52025159 22.32722281
201 -13.24871655 -10.52025159
202 -11.05133479 -13.24871655
203 -7.03999612 -11.05133479
204 -5.63205750 -7.03999612
205 -7.43148434 -5.63205750
206 -7.04831666 -7.43148434
207 -1.96672179 -7.04831666
208 1.48286900 -1.96672179
209 -3.05793835 1.48286900
210 -5.38395222 -3.05793835
211 -5.64842138 -5.38395222
212 -6.24954886 -5.64842138
213 -4.13875746 -6.24954886
214 -6.61771942 -4.13875746
215 -2.61276684 -6.61771942
216 -4.89787018 -2.61276684
217 1.63478273 -4.89787018
218 -7.21814917 1.63478273
219 -7.58279636 -7.21814917
220 -5.09657400 -7.58279636
221 -0.12489430 -5.09657400
222 -8.42482729 -0.12489430
223 -8.47267778 -8.42482729
224 -10.08186558 -8.47267778
225 -7.09781029 -10.08186558
226 -11.21772741 -7.09781029
227 -6.67981135 -11.21772741
228 -6.27303026 -6.67981135
229 -3.04136954 -6.27303026
230 -7.20805901 -3.04136954
231 -5.26760943 -7.20805901
232 -5.72935740 -5.26760943
233 -7.37739337 -5.72935740
234 -4.64509642 -7.37739337
235 -9.77147640 -4.64509642
236 -10.31204219 -9.77147640
237 -6.19367306 -10.31204219
238 -4.84228522 -6.19367306
239 -8.87030532 -4.84228522
240 -12.20978754 -8.87030532
241 -6.18978902 -12.20978754
242 5.22410096 -6.18978902
243 -6.54141075 5.22410096
244 -11.63830001 -6.54141075
245 5.61836410 -11.63830001
246 -0.17303245 5.61836410
247 -0.30223811 -0.17303245
248 1.70573070 -0.30223811
249 0.27542724 1.70573070
250 2.84608334 0.27542724
251 -2.57212088 2.84608334
252 -3.53315172 -2.57212088
253 -1.02711715 -3.53315172
254 0.42798012 -1.02711715
255 -1.51160660 0.42798012
256 3.46172683 -1.51160660
257 0.55099646 3.46172683
258 -7.20635483 0.55099646
259 1.37130899 -7.20635483
260 -2.72096461 1.37130899
261 3.65296262 -2.72096461
262 -1.68526698 3.65296262
263 1.49802112 -1.68526698
264 -6.66554141 1.49802112
265 -2.83336772 -6.66554141
266 -4.05406637 -2.83336772
267 -0.09782199 -4.05406637
268 -2.89972415 -0.09782199
269 -7.39633531 -2.89972415
270 -1.99398784 -7.39633531
271 0.17686773 -1.99398784
272 9.47389527 0.17686773
273 -4.07418266 9.47389527
274 6.45222986 -4.07418266
275 -1.95310245 6.45222986
276 -0.21380225 -1.95310245
277 15.17736626 -0.21380225
278 -4.25221677 15.17736626
279 -1.75055663 -4.25221677
280 3.17237088 -1.75055663
281 1.73015209 3.17237088
282 7.31350720 1.73015209
283 -1.13271766 7.31350720
284 1.03525088 -1.13271766
285 -3.37318117 1.03525088
286 -1.84630161 -3.37318117
287 13.28092349 -1.84630161
288 -5.91250307 13.28092349
289 -4.31608331 -5.91250307
290 -6.12522346 -4.31608331
291 -4.65439094 -6.12522346
292 -3.57245572 -4.65439094
293 0.31767282 -3.57245572
294 -5.32143337 0.31767282
295 -4.87415682 -5.32143337
296 1.86578633 -4.87415682
297 0.52855647 1.86578633
298 -1.07935747 0.52855647
299 -12.62129464 -1.07935747
300 -3.86028728 -12.62129464
301 -0.41802088 -3.86028728
302 0.85133554 -0.41802088
303 1.95376630 0.85133554
304 -0.89544710 1.95376630
305 -4.86795377 -0.89544710
306 -5.72381705 -4.86795377
307 0.23739633 -5.72381705
308 -4.12503651 0.23739633
309 -2.50728437 -4.12503651
310 -3.33422966 -2.50728437
311 -6.77382198 -3.33422966
312 -8.92927756 -6.77382198
313 -9.83235580 -8.92927756
314 -9.03461713 -9.83235580
315 -2.61098108 -9.03461713
316 -7.40258249 -2.61098108
317 -5.48306102 -7.40258249
318 -9.71936866 -5.48306102
319 -9.94101762 -9.71936866
320 -5.58384906 -9.94101762
321 -12.07751786 -5.58384906
322 -9.52138142 -12.07751786
323 -21.00778937 -9.52138142
324 -7.15556980 -21.00778937
325 -9.44812723 -7.15556980
326 2.89516817 -9.44812723
327 -1.18822336 2.89516817
328 -14.72827271 -1.18822336
329 1.65808532 -14.72827271
330 -5.11292530 1.65808532
331 -6.45314027 -5.11292530
332 -12.33743574 -6.45314027
333 -12.45930544 -12.33743574
334 -15.43877480 -12.45930544
335 -10.60591606 -15.43877480
336 -12.69089018 -10.60591606
337 -10.19437206 -12.69089018
338 -6.66880665 -10.19437206
339 -6.80769072 -6.66880665
340 -8.70816122 -6.80769072
341 -14.63474490 -8.70816122
342 -2.45759441 -14.63474490
343 -11.37329853 -2.45759441
344 -8.30728645 -11.37329853
345 -14.29955829 -8.30728645
346 -10.54040603 -14.29955829
347 -6.70282604 -10.54040603
348 -7.58850594 -6.70282604
349 2.10423338 -7.58850594
350 -12.38466898 2.10423338
351 -5.36061162 -12.38466898
352 -4.16802364 -5.36061162
353 0.54898947 -4.16802364
354 -8.18091034 0.54898947
355 -9.93997150 -8.18091034
356 -10.18622608 -9.93997150
357 -12.56408894 -10.18622608
358 -16.49638768 -12.56408894
359 -11.01241207 -16.49638768
360 -10.17912921 -11.01241207
361 -13.88205386 -10.17912921
362 2.64838407 -13.88205386
363 -7.54634513 2.64838407
364 -16.05570706 -7.54634513
365 -16.17152496 -16.05570706
366 -7.61130234 -16.17152496
367 -11.19147468 -7.61130234
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370 -10.12711141 -9.38626149
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372 -10.10373056 -6.36510543
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382 -4.13109791 -2.03591476
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385 -6.90715559 -10.14126257
386 -7.86609502 -6.90715559
387 -4.03760127 -7.86609502
388 -4.52383135 -4.03760127
389 -4.86371416 -4.52383135
390 4.63726474 -4.86371416
391 -3.42663182 4.63726474
392 -1.84885610 -3.42663182
393 -3.82084468 -1.84885610
394 -8.66283108 -3.82084468
395 -7.19776285 -8.66283108
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398 -10.79571906 -6.61033471
399 -9.00321021 -10.79571906
400 -9.29876601 -9.00321021
401 -2.96706923 -9.29876601
402 4.27975776 -2.96706923
403 -11.94768911 4.27975776
404 -1.06857994 -11.94768911
405 -1.58462432 -1.06857994
406 -5.89527919 -1.58462432
407 -10.32061989 -5.89527919
408 -11.47621351 -10.32061989
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410 -2.04866638 -8.48264044
411 -2.79601513 -2.04866638
412 3.55326648 -2.79601513
413 -7.87436407 3.55326648
414 -15.89476106 -7.87436407
415 -8.13478058 -15.89476106
416 -7.30762642 -8.13478058
417 -2.15930206 -7.30762642
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420 -8.28709659 -5.59589404
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423 -3.05319252 -19.15196332
424 -4.23641149 -3.05319252
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426 -12.12696397 -12.98822187
427 -5.85278384 -12.12696397
428 3.24346932 -5.85278384
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450 -3.50666642 -3.26028002
451 0.23333366 -3.50666642
452 0.43840259 0.23333366
453 1.37129386 0.43840259
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473 -8.25721924 -5.70974224
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477 -2.93563432 -5.99589948
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494 -1.16357606 -8.94024705
495 -8.65432727 -1.16357606
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497 -8.27289117 -7.71094010
498 13.98381871 -8.27289117
499 -4.92998209 13.98381871
500 -2.57203953 -4.92998209
501 -6.11293963 -2.57203953
502 -9.12972447 -6.11293963
503 -5.20057769 -9.12972447
504 -2.61914350 -5.20057769
505 -9.20999395 -2.61914350
506 -1.54233119 -9.20999395
507 3.08912483 -1.54233119
508 5.39446328 3.08912483
509 -8.99595725 5.39446328
510 874.68351566 -8.99595725
511 1.68201595 874.68351566
512 -7.19120316 1.68201595
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1027 -6.29468421 -7.80772787
1028 -7.96484812 -6.29468421
1029 -7.77984804 -7.96484812
1030 -7.73646389 -7.77984804
1031 -10.27033193 -7.73646389
1032 -7.55163370 -10.27033193
1033 -3.07354308 -7.55163370
1034 -6.24420811 -3.07354308
1035 -7.39616503 -6.24420811
1036 -8.12744408 -7.39616503
1037 -9.01466434 -8.12744408
1038 -5.38976380 -9.01466434
1039 -3.97099289 -5.38976380
1040 -0.78917252 -3.97099289
1041 -6.74583069 -0.78917252
1042 -0.65880447 -6.74583069
1043 -3.09236670 -0.65880447
1044 -6.50144130 -3.09236670
1045 -5.82750629 -6.50144130
1046 -4.99006678 -5.82750629
1047 -3.19122609 -4.99006678
1048 -3.86041075 -3.19122609
1049 -5.10295587 -3.86041075
1050 -2.94045565 -5.10295587
1051 -7.83509724 -2.94045565
1052 -2.02181292 -7.83509724
1053 -8.27327358 -2.02181292
1054 -1.45095484 -8.27327358
1055 -2.89373180 -1.45095484
1056 -7.88578080 -2.89373180
1057 -7.76336174 -7.88578080
1058 -6.99865417 -7.76336174
1059 3.49949236 -6.99865417
1060 -6.41506222 3.49949236
1061 -5.73100257 -6.41506222
1062 -3.67246100 -5.73100257
1063 -6.00043183 -3.67246100
1064 -7.43462776 -6.00043183
1065 -4.95811685 -7.43462776
1066 -1.94355158 -4.95811685
1067 -6.28345526 -1.94355158
1068 -7.00776567 -6.28345526
1069 -6.33578969 -7.00776567
1070 -4.59708206 -6.33578969
1071 -5.24362189 -4.59708206
1072 -6.98752510 -5.24362189
1073 -4.89518921 -6.98752510
1074 -7.06405102 -4.89518921
1075 -4.55682628 -7.06405102
1076 -9.00287505 -4.55682628
1077 -6.89007660 -9.00287505
1078 -7.08933173 -6.89007660
1079 -4.55442914 -7.08933173
1080 -6.35639082 -4.55442914
1081 -3.73089225 -6.35639082
1082 -3.62962536 -3.73089225
1083 -3.04966257 -3.62962536
1084 -6.55442537 -3.04966257
1085 -6.26189106 -6.55442537
1086 -4.71965738 -6.26189106
1087 7.81888475 -4.71965738
1088 -7.34736326 7.81888475
1089 -3.02385653 -7.34736326
1090 -7.27552661 -3.02385653
1091 -8.36683743 -7.27552661
1092 -5.86464748 -8.36683743
1093 -4.43905674 -5.86464748
1094 -4.17079761 -4.43905674
1095 -5.39778354 -4.17079761
1096 -4.44052059 -5.39778354
1097 -3.62843695 -4.44052059
1098 -5.28308817 -3.62843695
1099 855.05360113 -5.28308817
1100 0.39665380 855.05360113
1101 -10.31360587 0.39665380
1102 -4.28382582 -10.31360587
1103 -4.94470158 -4.28382582
1104 -8.00492234 -4.94470158
1105 -6.64659167 -8.00492234
1106 -9.42169987 -6.64659167
1107 -6.99267496 -9.42169987
1108 -9.23485477 -6.99267496
1109 -5.87045107 -9.23485477
1110 -5.65245876 -5.87045107
1111 -9.61675012 -5.65245876
1112 -7.18911331 -9.61675012
1113 -8.66438501 -7.18911331
1114 -9.44375576 -8.66438501
1115 -5.00082013 -9.44375576
1116 -5.21594419 -5.00082013
1117 -7.39699105 -5.21594419
1118 -4.36976120 -7.39699105
1119 -5.97658667 -4.36976120
1120 776.61373755 -5.97658667
1121 852.08560192 776.61373755
1122 -6.55118282 852.08560192
1123 -8.74588143 -6.55118282
1124 -3.63728562 -8.74588143
1125 -5.87736191 -3.63728562
1126 -6.18792681 -5.87736191
1127 -4.37629173 -6.18792681
1128 -8.03132278 -4.37629173
1129 -5.52921787 -8.03132278
1130 -10.26670978 -5.52921787
1131 -0.93947660 -10.26670978
1132 -3.81973404 -0.93947660
1133 -7.80822618 -3.81973404
1134 -8.50868575 -7.80822618
1135 -7.43998185 -8.50868575
1136 -10.50964252 -7.43998185
1137 -2.41588242 -10.50964252
1138 -5.21852523 -2.41588242
1139 -7.51208393 -5.21852523
1140 -4.13428781 -7.51208393
1141 -6.90835590 -4.13428781
1142 -8.33841844 -6.90835590
1143 -6.94138256 -8.33841844
1144 -8.74115939 -6.94138256
1145 -10.03340785 -8.74115939
1146 -2.89365777 -10.03340785
1147 -8.83011095 -2.89365777
1148 -9.51921762 -8.83011095
1149 -3.90206012 -9.51921762
1150 -7.47327080 -3.90206012
1151 -4.84626507 -7.47327080
1152 -9.67086772 -4.84626507
1153 -7.84758169 -9.67086772
1154 -2.66909214 -7.84758169
1155 -6.13853746 -2.66909214
1156 -3.97724892 -6.13853746
1157 -6.98495345 -3.97724892
1158 -2.99848036 -6.98495345
1159 -3.74992017 -2.99848036
1160 -8.98185205 -3.74992017
1161 -4.71319981 -8.98185205
1162 -2.08857366 -4.71319981
1163 -6.05131586 -2.08857366
1164 -2.66265080 -6.05131586
1165 -8.74196748 -2.66265080
1166 1.75002478 -8.74196748
1167 -6.49367415 1.75002478
1168 -2.42812301 -6.49367415
1169 -6.92004435 -2.42812301
1170 -4.40276983 -6.92004435
1171 -10.73571263 -4.40276983
1172 -5.08207566 -10.73571263
1173 -10.61963468 -5.08207566
1174 -3.22873353 -10.61963468
1175 -3.32566441 -3.22873353
1176 -11.10229152 -3.32566441
1177 -1.60919905 -11.10229152
1178 NA -1.60919905
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] 20.66850659 10.32368063
[2,] 3.63662949 20.66850659
[3,] -7.56279821 3.63662949
[4,] 3.13605121 -7.56279821
[5,] 6.03034382 3.13605121
[6,] -1.26321893 6.03034382
[7,] 8.74743457 -1.26321893
[8,] -9.18542169 8.74743457
[9,] -2.09201805 -9.18542169
[10,] 6.84847216 -2.09201805
[11,] 0.39510223 6.84847216
[12,] 7.60177674 0.39510223
[13,] 4.04880794 7.60177674
[14,] -1.40595048 4.04880794
[15,] -3.89471449 -1.40595048
[16,] 6.08793015 -3.89471449
[17,] -2.80609728 6.08793015
[18,] 2.90175389 -2.80609728
[19,] 3.16482572 2.90175389
[20,] 1.84288095 3.16482572
[21,] 4.59900685 1.84288095
[22,] 5.05170822 4.59900685
[23,] 0.67425534 5.05170822
[24,] 0.63372765 0.67425534
[25,] 2.47252641 0.63372765
[26,] -1.73848175 2.47252641
[27,] -3.20391108 -1.73848175
[28,] 5.46808990 -3.20391108
[29,] 1.67551599 5.46808990
[30,] -0.24957205 1.67551599
[31,] 9.91528026 -0.24957205
[32,] 0.20002385 9.91528026
[33,] -1.49814320 0.20002385
[34,] -0.36253269 -1.49814320
[35,] -2.13987688 -0.36253269
[36,] 3.44244279 -2.13987688
[37,] -1.80037514 3.44244279
[38,] -1.53758142 -1.80037514
[39,] 2.27917148 -1.53758142
[40,] 1.07800106 2.27917148
[41,] 2.23681745 1.07800106
[42,] -5.30163626 2.23681745
[43,] -4.06664262 -5.30163626
[44,] -9.66628308 -4.06664262
[45,] -3.54752901 -9.66628308
[46,] -0.72384179 -3.54752901
[47,] -2.64964041 -0.72384179
[48,] -1.61052629 -2.64964041
[49,] -4.77524387 -1.61052629
[50,] -3.67766385 -4.77524387
[51,] -1.16831443 -3.67766385
[52,] -2.66861159 -1.16831443
[53,] -3.14708174 -2.66861159
[54,] -6.32780600 -3.14708174
[55,] -2.09389820 -6.32780600
[56,] -6.68847848 -2.09389820
[57,] -2.69779189 -6.68847848
[58,] -3.65918058 -2.69779189
[59,] -4.61031736 -3.65918058
[60,] -2.35162338 -4.61031736
[61,] -2.23371230 -2.35162338
[62,] -2.93112041 -2.23371230
[63,] -8.34431771 -2.93112041
[64,] -4.97027167 -8.34431771
[65,] -9.63305669 -4.97027167
[66,] 1.89415105 -9.63305669
[67,] -3.34189596 1.89415105
[68,] 0.29470766 -3.34189596
[69,] -3.34741072 0.29470766
[70,] -14.87515858 -3.34741072
[71,] -4.97099027 -14.87515858
[72,] -4.75133816 -4.97099027
[73,] -11.54851870 -4.75133816
[74,] -18.34966838 -11.54851870
[75,] -9.95244779 -18.34966838
[76,] -11.49783687 -9.95244779
[77,] -6.36343368 -11.49783687
[78,] -12.61588996 -6.36343368
[79,] -8.92696744 -12.61588996
[80,] -11.99088535 -8.92696744
[81,] -24.57206770 -11.99088535
[82,] -19.52339459 -24.57206770
[83,] -24.42490686 -19.52339459
[84,] -21.51762351 -24.42490686
[85,] -5.88711293 -21.51762351
[86,] 1.88812354 -5.88711293
[87,] -7.31612935 1.88812354
[88,] -2.76754770 -7.31612935
[89,] 4.31076626 -2.76754770
[90,] 3.46686860 4.31076626
[91,] 4.22416617 3.46686860
[92,] -1.61472109 4.22416617
[93,] 6.00462387 -1.61472109
[94,] -5.82234778 6.00462387
[95,] 3.45788921 -5.82234778
[96,] 4.20930996 3.45788921
[97,] 5.15535286 4.20930996
[98,] -1.50847644 5.15535286
[99,] 0.23811426 -1.50847644
[100,] 0.85964842 0.23811426
[101,] 7.64170942 0.85964842
[102,] 3.11623392 7.64170942
[103,] -0.41461473 3.11623392
[104,] 7.60484139 -0.41461473
[105,] -1.46563479 7.60484139
[106,] 6.75869883 -1.46563479
[107,] 3.57802271 6.75869883
[108,] -1.59359918 3.57802271
[109,] 7.54287960 -1.59359918
[110,] 0.16667462 7.54287960
[111,] 0.81107705 0.16667462
[112,] 0.79426037 0.81107705
[113,] 5.20018316 0.79426037
[114,] 2.64955473 5.20018316
[115,] 5.76246133 2.64955473
[116,] 0.23271968 5.76246133
[117,] 7.89940249 0.23271968
[118,] 4.73752081 7.89940249
[119,] -0.98416911 4.73752081
[120,] 1.83023286 -0.98416911
[121,] 4.45171593 1.83023286
[122,] -0.24637138 4.45171593
[123,] 10.51235483 -0.24637138
[124,] 1.61009094 10.51235483
[125,] -0.32815972 1.61009094
[126,] -4.92979427 -0.32815972
[127,] 2.65546294 -4.92979427
[128,] 5.91013961 2.65546294
[129,] 4.56799175 5.91013961
[130,] 4.96490153 4.56799175
[131,] -0.76087784 4.96490153
[132,] -7.05397850 -0.76087784
[133,] -1.73681107 -7.05397850
[134,] 4.36684667 -1.73681107
[135,] 10.10340571 4.36684667
[136,] 5.61240561 10.10340571
[137,] 5.16098582 5.61240561
[138,] 3.31592000 5.16098582
[139,] 14.29216254 3.31592000
[140,] -6.53797499 14.29216254
[141,] 5.12844953 -6.53797499
[142,] 0.96116907 5.12844953
[143,] 6.27389917 0.96116907
[144,] -1.25063631 6.27389917
[145,] 9.53160152 -1.25063631
[146,] 8.05797465 9.53160152
[147,] 4.93849131 8.05797465
[148,] -4.62561325 4.93849131
[149,] 0.63578508 -4.62561325
[150,] 0.43041690 0.63578508
[151,] 0.18230036 0.43041690
[152,] -0.09794593 0.18230036
[153,] -5.97097087 -0.09794593
[154,] 3.11787829 -5.97097087
[155,] 5.33683686 3.11787829
[156,] -1.30544876 5.33683686
[157,] 0.09759033 -1.30544876
[158,] 2.12438402 0.09759033
[159,] -1.47842505 2.12438402
[160,] -1.85612129 -1.47842505
[161,] 4.84935666 -1.85612129
[162,] -4.96646414 4.84935666
[163,] -1.54952883 -4.96646414
[164,] -0.12942030 -1.54952883
[165,] -4.66131864 -0.12942030
[166,] 4.22138791 -4.66131864
[167,] 11.64089782 4.22138791
[168,] -2.02572392 11.64089782
[169,] 4.34326256 -2.02572392
[170,] -3.84661011 4.34326256
[171,] -4.04563214 -3.84661011
[172,] -3.02190619 -4.04563214
[173,] -1.82484892 -3.02190619
[174,] -5.55025727 -1.82484892
[175,] 1.79330939 -5.55025727
[176,] -7.31746154 1.79330939
[177,] -3.28310091 -7.31746154
[178,] 1.84440254 -3.28310091
[179,] 2.92725203 1.84440254
[180,] -0.33383194 2.92725203
[181,] -3.33494385 -0.33383194
[182,] -1.62952153 -3.33494385
[183,] 3.85782914 -1.62952153
[184,] -7.80055785 3.85782914
[185,] -3.38447327 -7.80055785
[186,] 8.26516780 -3.38447327
[187,] -5.48227473 8.26516780
[188,] -1.68904034 -5.48227473
[189,] -5.06306829 -1.68904034
[190,] -5.49682667 -5.06306829
[191,] -11.15792030 -5.49682667
[192,] -13.77010580 -11.15792030
[193,] -12.01757263 -13.77010580
[194,] -9.61392516 -12.01757263
[195,] -14.08118739 -9.61392516
[196,] -15.54453390 -14.08118739
[197,] -2.28489083 -15.54453390
[198,] -10.16033472 -2.28489083
[199,] 22.32722281 -10.16033472
[200,] -10.52025159 22.32722281
[201,] -13.24871655 -10.52025159
[202,] -11.05133479 -13.24871655
[203,] -7.03999612 -11.05133479
[204,] -5.63205750 -7.03999612
[205,] -7.43148434 -5.63205750
[206,] -7.04831666 -7.43148434
[207,] -1.96672179 -7.04831666
[208,] 1.48286900 -1.96672179
[209,] -3.05793835 1.48286900
[210,] -5.38395222 -3.05793835
[211,] -5.64842138 -5.38395222
[212,] -6.24954886 -5.64842138
[213,] -4.13875746 -6.24954886
[214,] -6.61771942 -4.13875746
[215,] -2.61276684 -6.61771942
[216,] -4.89787018 -2.61276684
[217,] 1.63478273 -4.89787018
[218,] -7.21814917 1.63478273
[219,] -7.58279636 -7.21814917
[220,] -5.09657400 -7.58279636
[221,] -0.12489430 -5.09657400
[222,] -8.42482729 -0.12489430
[223,] -8.47267778 -8.42482729
[224,] -10.08186558 -8.47267778
[225,] -7.09781029 -10.08186558
[226,] -11.21772741 -7.09781029
[227,] -6.67981135 -11.21772741
[228,] -6.27303026 -6.67981135
[229,] -3.04136954 -6.27303026
[230,] -7.20805901 -3.04136954
[231,] -5.26760943 -7.20805901
[232,] -5.72935740 -5.26760943
[233,] -7.37739337 -5.72935740
[234,] -4.64509642 -7.37739337
[235,] -9.77147640 -4.64509642
[236,] -10.31204219 -9.77147640
[237,] -6.19367306 -10.31204219
[238,] -4.84228522 -6.19367306
[239,] -8.87030532 -4.84228522
[240,] -12.20978754 -8.87030532
[241,] -6.18978902 -12.20978754
[242,] 5.22410096 -6.18978902
[243,] -6.54141075 5.22410096
[244,] -11.63830001 -6.54141075
[245,] 5.61836410 -11.63830001
[246,] -0.17303245 5.61836410
[247,] -0.30223811 -0.17303245
[248,] 1.70573070 -0.30223811
[249,] 0.27542724 1.70573070
[250,] 2.84608334 0.27542724
[251,] -2.57212088 2.84608334
[252,] -3.53315172 -2.57212088
[253,] -1.02711715 -3.53315172
[254,] 0.42798012 -1.02711715
[255,] -1.51160660 0.42798012
[256,] 3.46172683 -1.51160660
[257,] 0.55099646 3.46172683
[258,] -7.20635483 0.55099646
[259,] 1.37130899 -7.20635483
[260,] -2.72096461 1.37130899
[261,] 3.65296262 -2.72096461
[262,] -1.68526698 3.65296262
[263,] 1.49802112 -1.68526698
[264,] -6.66554141 1.49802112
[265,] -2.83336772 -6.66554141
[266,] -4.05406637 -2.83336772
[267,] -0.09782199 -4.05406637
[268,] -2.89972415 -0.09782199
[269,] -7.39633531 -2.89972415
[270,] -1.99398784 -7.39633531
[271,] 0.17686773 -1.99398784
[272,] 9.47389527 0.17686773
[273,] -4.07418266 9.47389527
[274,] 6.45222986 -4.07418266
[275,] -1.95310245 6.45222986
[276,] -0.21380225 -1.95310245
[277,] 15.17736626 -0.21380225
[278,] -4.25221677 15.17736626
[279,] -1.75055663 -4.25221677
[280,] 3.17237088 -1.75055663
[281,] 1.73015209 3.17237088
[282,] 7.31350720 1.73015209
[283,] -1.13271766 7.31350720
[284,] 1.03525088 -1.13271766
[285,] -3.37318117 1.03525088
[286,] -1.84630161 -3.37318117
[287,] 13.28092349 -1.84630161
[288,] -5.91250307 13.28092349
[289,] -4.31608331 -5.91250307
[290,] -6.12522346 -4.31608331
[291,] -4.65439094 -6.12522346
[292,] -3.57245572 -4.65439094
[293,] 0.31767282 -3.57245572
[294,] -5.32143337 0.31767282
[295,] -4.87415682 -5.32143337
[296,] 1.86578633 -4.87415682
[297,] 0.52855647 1.86578633
[298,] -1.07935747 0.52855647
[299,] -12.62129464 -1.07935747
[300,] -3.86028728 -12.62129464
[301,] -0.41802088 -3.86028728
[302,] 0.85133554 -0.41802088
[303,] 1.95376630 0.85133554
[304,] -0.89544710 1.95376630
[305,] -4.86795377 -0.89544710
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[1162,] -2.08857366 -4.71319981
[1163,] -6.05131586 -2.08857366
[1164,] -2.66265080 -6.05131586
[1165,] -8.74196748 -2.66265080
[1166,] 1.75002478 -8.74196748
[1167,] -6.49367415 1.75002478
[1168,] -2.42812301 -6.49367415
[1169,] -6.92004435 -2.42812301
[1170,] -4.40276983 -6.92004435
[1171,] -10.73571263 -4.40276983
[1172,] -5.08207566 -10.73571263
[1173,] -10.61963468 -5.08207566
[1174,] -3.22873353 -10.61963468
[1175,] -3.32566441 -3.22873353
[1176,] -11.10229152 -3.32566441
[1177,] -1.60919905 -11.10229152
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 20.66850659 10.32368063
2 3.63662949 20.66850659
3 -7.56279821 3.63662949
4 3.13605121 -7.56279821
5 6.03034382 3.13605121
6 -1.26321893 6.03034382
7 8.74743457 -1.26321893
8 -9.18542169 8.74743457
9 -2.09201805 -9.18542169
10 6.84847216 -2.09201805
11 0.39510223 6.84847216
12 7.60177674 0.39510223
13 4.04880794 7.60177674
14 -1.40595048 4.04880794
15 -3.89471449 -1.40595048
16 6.08793015 -3.89471449
17 -2.80609728 6.08793015
18 2.90175389 -2.80609728
19 3.16482572 2.90175389
20 1.84288095 3.16482572
21 4.59900685 1.84288095
22 5.05170822 4.59900685
23 0.67425534 5.05170822
24 0.63372765 0.67425534
25 2.47252641 0.63372765
26 -1.73848175 2.47252641
27 -3.20391108 -1.73848175
28 5.46808990 -3.20391108
29 1.67551599 5.46808990
30 -0.24957205 1.67551599
31 9.91528026 -0.24957205
32 0.20002385 9.91528026
33 -1.49814320 0.20002385
34 -0.36253269 -1.49814320
35 -2.13987688 -0.36253269
36 3.44244279 -2.13987688
37 -1.80037514 3.44244279
38 -1.53758142 -1.80037514
39 2.27917148 -1.53758142
40 1.07800106 2.27917148
41 2.23681745 1.07800106
42 -5.30163626 2.23681745
43 -4.06664262 -5.30163626
44 -9.66628308 -4.06664262
45 -3.54752901 -9.66628308
46 -0.72384179 -3.54752901
47 -2.64964041 -0.72384179
48 -1.61052629 -2.64964041
49 -4.77524387 -1.61052629
50 -3.67766385 -4.77524387
51 -1.16831443 -3.67766385
52 -2.66861159 -1.16831443
53 -3.14708174 -2.66861159
54 -6.32780600 -3.14708174
55 -2.09389820 -6.32780600
56 -6.68847848 -2.09389820
57 -2.69779189 -6.68847848
58 -3.65918058 -2.69779189
59 -4.61031736 -3.65918058
60 -2.35162338 -4.61031736
61 -2.23371230 -2.35162338
62 -2.93112041 -2.23371230
63 -8.34431771 -2.93112041
64 -4.97027167 -8.34431771
65 -9.63305669 -4.97027167
66 1.89415105 -9.63305669
67 -3.34189596 1.89415105
68 0.29470766 -3.34189596
69 -3.34741072 0.29470766
70 -14.87515858 -3.34741072
71 -4.97099027 -14.87515858
72 -4.75133816 -4.97099027
73 -11.54851870 -4.75133816
74 -18.34966838 -11.54851870
75 -9.95244779 -18.34966838
76 -11.49783687 -9.95244779
77 -6.36343368 -11.49783687
78 -12.61588996 -6.36343368
79 -8.92696744 -12.61588996
80 -11.99088535 -8.92696744
81 -24.57206770 -11.99088535
82 -19.52339459 -24.57206770
83 -24.42490686 -19.52339459
84 -21.51762351 -24.42490686
85 -5.88711293 -21.51762351
86 1.88812354 -5.88711293
87 -7.31612935 1.88812354
88 -2.76754770 -7.31612935
89 4.31076626 -2.76754770
90 3.46686860 4.31076626
91 4.22416617 3.46686860
92 -1.61472109 4.22416617
93 6.00462387 -1.61472109
94 -5.82234778 6.00462387
95 3.45788921 -5.82234778
96 4.20930996 3.45788921
97 5.15535286 4.20930996
98 -1.50847644 5.15535286
99 0.23811426 -1.50847644
100 0.85964842 0.23811426
101 7.64170942 0.85964842
102 3.11623392 7.64170942
103 -0.41461473 3.11623392
104 7.60484139 -0.41461473
105 -1.46563479 7.60484139
106 6.75869883 -1.46563479
107 3.57802271 6.75869883
108 -1.59359918 3.57802271
109 7.54287960 -1.59359918
110 0.16667462 7.54287960
111 0.81107705 0.16667462
112 0.79426037 0.81107705
113 5.20018316 0.79426037
114 2.64955473 5.20018316
115 5.76246133 2.64955473
116 0.23271968 5.76246133
117 7.89940249 0.23271968
118 4.73752081 7.89940249
119 -0.98416911 4.73752081
120 1.83023286 -0.98416911
121 4.45171593 1.83023286
122 -0.24637138 4.45171593
123 10.51235483 -0.24637138
124 1.61009094 10.51235483
125 -0.32815972 1.61009094
126 -4.92979427 -0.32815972
127 2.65546294 -4.92979427
128 5.91013961 2.65546294
129 4.56799175 5.91013961
130 4.96490153 4.56799175
131 -0.76087784 4.96490153
132 -7.05397850 -0.76087784
133 -1.73681107 -7.05397850
134 4.36684667 -1.73681107
135 10.10340571 4.36684667
136 5.61240561 10.10340571
137 5.16098582 5.61240561
138 3.31592000 5.16098582
139 14.29216254 3.31592000
140 -6.53797499 14.29216254
141 5.12844953 -6.53797499
142 0.96116907 5.12844953
143 6.27389917 0.96116907
144 -1.25063631 6.27389917
145 9.53160152 -1.25063631
146 8.05797465 9.53160152
147 4.93849131 8.05797465
148 -4.62561325 4.93849131
149 0.63578508 -4.62561325
150 0.43041690 0.63578508
151 0.18230036 0.43041690
152 -0.09794593 0.18230036
153 -5.97097087 -0.09794593
154 3.11787829 -5.97097087
155 5.33683686 3.11787829
156 -1.30544876 5.33683686
157 0.09759033 -1.30544876
158 2.12438402 0.09759033
159 -1.47842505 2.12438402
160 -1.85612129 -1.47842505
161 4.84935666 -1.85612129
162 -4.96646414 4.84935666
163 -1.54952883 -4.96646414
164 -0.12942030 -1.54952883
165 -4.66131864 -0.12942030
166 4.22138791 -4.66131864
167 11.64089782 4.22138791
168 -2.02572392 11.64089782
169 4.34326256 -2.02572392
170 -3.84661011 4.34326256
171 -4.04563214 -3.84661011
172 -3.02190619 -4.04563214
173 -1.82484892 -3.02190619
174 -5.55025727 -1.82484892
175 1.79330939 -5.55025727
176 -7.31746154 1.79330939
177 -3.28310091 -7.31746154
178 1.84440254 -3.28310091
179 2.92725203 1.84440254
180 -0.33383194 2.92725203
181 -3.33494385 -0.33383194
182 -1.62952153 -3.33494385
183 3.85782914 -1.62952153
184 -7.80055785 3.85782914
185 -3.38447327 -7.80055785
186 8.26516780 -3.38447327
187 -5.48227473 8.26516780
188 -1.68904034 -5.48227473
189 -5.06306829 -1.68904034
190 -5.49682667 -5.06306829
191 -11.15792030 -5.49682667
192 -13.77010580 -11.15792030
193 -12.01757263 -13.77010580
194 -9.61392516 -12.01757263
195 -14.08118739 -9.61392516
196 -15.54453390 -14.08118739
197 -2.28489083 -15.54453390
198 -10.16033472 -2.28489083
199 22.32722281 -10.16033472
200 -10.52025159 22.32722281
201 -13.24871655 -10.52025159
202 -11.05133479 -13.24871655
203 -7.03999612 -11.05133479
204 -5.63205750 -7.03999612
205 -7.43148434 -5.63205750
206 -7.04831666 -7.43148434
207 -1.96672179 -7.04831666
208 1.48286900 -1.96672179
209 -3.05793835 1.48286900
210 -5.38395222 -3.05793835
211 -5.64842138 -5.38395222
212 -6.24954886 -5.64842138
213 -4.13875746 -6.24954886
214 -6.61771942 -4.13875746
215 -2.61276684 -6.61771942
216 -4.89787018 -2.61276684
217 1.63478273 -4.89787018
218 -7.21814917 1.63478273
219 -7.58279636 -7.21814917
220 -5.09657400 -7.58279636
221 -0.12489430 -5.09657400
222 -8.42482729 -0.12489430
223 -8.47267778 -8.42482729
224 -10.08186558 -8.47267778
225 -7.09781029 -10.08186558
226 -11.21772741 -7.09781029
227 -6.67981135 -11.21772741
228 -6.27303026 -6.67981135
229 -3.04136954 -6.27303026
230 -7.20805901 -3.04136954
231 -5.26760943 -7.20805901
232 -5.72935740 -5.26760943
233 -7.37739337 -5.72935740
234 -4.64509642 -7.37739337
235 -9.77147640 -4.64509642
236 -10.31204219 -9.77147640
237 -6.19367306 -10.31204219
238 -4.84228522 -6.19367306
239 -8.87030532 -4.84228522
240 -12.20978754 -8.87030532
241 -6.18978902 -12.20978754
242 5.22410096 -6.18978902
243 -6.54141075 5.22410096
244 -11.63830001 -6.54141075
245 5.61836410 -11.63830001
246 -0.17303245 5.61836410
247 -0.30223811 -0.17303245
248 1.70573070 -0.30223811
249 0.27542724 1.70573070
250 2.84608334 0.27542724
251 -2.57212088 2.84608334
252 -3.53315172 -2.57212088
253 -1.02711715 -3.53315172
254 0.42798012 -1.02711715
255 -1.51160660 0.42798012
256 3.46172683 -1.51160660
257 0.55099646 3.46172683
258 -7.20635483 0.55099646
259 1.37130899 -7.20635483
260 -2.72096461 1.37130899
261 3.65296262 -2.72096461
262 -1.68526698 3.65296262
263 1.49802112 -1.68526698
264 -6.66554141 1.49802112
265 -2.83336772 -6.66554141
266 -4.05406637 -2.83336772
267 -0.09782199 -4.05406637
268 -2.89972415 -0.09782199
269 -7.39633531 -2.89972415
270 -1.99398784 -7.39633531
271 0.17686773 -1.99398784
272 9.47389527 0.17686773
273 -4.07418266 9.47389527
274 6.45222986 -4.07418266
275 -1.95310245 6.45222986
276 -0.21380225 -1.95310245
277 15.17736626 -0.21380225
278 -4.25221677 15.17736626
279 -1.75055663 -4.25221677
280 3.17237088 -1.75055663
281 1.73015209 3.17237088
282 7.31350720 1.73015209
283 -1.13271766 7.31350720
284 1.03525088 -1.13271766
285 -3.37318117 1.03525088
286 -1.84630161 -3.37318117
287 13.28092349 -1.84630161
288 -5.91250307 13.28092349
289 -4.31608331 -5.91250307
290 -6.12522346 -4.31608331
291 -4.65439094 -6.12522346
292 -3.57245572 -4.65439094
293 0.31767282 -3.57245572
294 -5.32143337 0.31767282
295 -4.87415682 -5.32143337
296 1.86578633 -4.87415682
297 0.52855647 1.86578633
298 -1.07935747 0.52855647
299 -12.62129464 -1.07935747
300 -3.86028728 -12.62129464
301 -0.41802088 -3.86028728
302 0.85133554 -0.41802088
303 1.95376630 0.85133554
304 -0.89544710 1.95376630
305 -4.86795377 -0.89544710
306 -5.72381705 -4.86795377
307 0.23739633 -5.72381705
308 -4.12503651 0.23739633
309 -2.50728437 -4.12503651
310 -3.33422966 -2.50728437
311 -6.77382198 -3.33422966
312 -8.92927756 -6.77382198
313 -9.83235580 -8.92927756
314 -9.03461713 -9.83235580
315 -2.61098108 -9.03461713
316 -7.40258249 -2.61098108
317 -5.48306102 -7.40258249
318 -9.71936866 -5.48306102
319 -9.94101762 -9.71936866
320 -5.58384906 -9.94101762
321 -12.07751786 -5.58384906
322 -9.52138142 -12.07751786
323 -21.00778937 -9.52138142
324 -7.15556980 -21.00778937
325 -9.44812723 -7.15556980
326 2.89516817 -9.44812723
327 -1.18822336 2.89516817
328 -14.72827271 -1.18822336
329 1.65808532 -14.72827271
330 -5.11292530 1.65808532
331 -6.45314027 -5.11292530
332 -12.33743574 -6.45314027
333 -12.45930544 -12.33743574
334 -15.43877480 -12.45930544
335 -10.60591606 -15.43877480
336 -12.69089018 -10.60591606
337 -10.19437206 -12.69089018
338 -6.66880665 -10.19437206
339 -6.80769072 -6.66880665
340 -8.70816122 -6.80769072
341 -14.63474490 -8.70816122
342 -2.45759441 -14.63474490
343 -11.37329853 -2.45759441
344 -8.30728645 -11.37329853
345 -14.29955829 -8.30728645
346 -10.54040603 -14.29955829
347 -6.70282604 -10.54040603
348 -7.58850594 -6.70282604
349 2.10423338 -7.58850594
350 -12.38466898 2.10423338
351 -5.36061162 -12.38466898
352 -4.16802364 -5.36061162
353 0.54898947 -4.16802364
354 -8.18091034 0.54898947
355 -9.93997150 -8.18091034
356 -10.18622608 -9.93997150
357 -12.56408894 -10.18622608
358 -16.49638768 -12.56408894
359 -11.01241207 -16.49638768
360 -10.17912921 -11.01241207
361 -13.88205386 -10.17912921
362 2.64838407 -13.88205386
363 -7.54634513 2.64838407
364 -16.05570706 -7.54634513
365 -16.17152496 -16.05570706
366 -7.61130234 -16.17152496
367 -11.19147468 -7.61130234
368 -6.42938631 -11.19147468
369 -9.38626149 -6.42938631
370 -10.12711141 -9.38626149
371 -6.36510543 -10.12711141
372 -10.10373056 -6.36510543
373 -5.14065372 -10.10373056
374 -5.76133257 -5.14065372
375 -7.41992637 -5.76133257
376 -10.79955623 -7.41992637
377 -9.35964075 -10.79955623
378 -5.06204645 -9.35964075
379 -7.04273316 -5.06204645
380 -0.88270739 -7.04273316
381 -2.03591476 -0.88270739
382 -4.13109791 -2.03591476
383 -8.61274820 -4.13109791
384 -10.14126257 -8.61274820
385 -6.90715559 -10.14126257
386 -7.86609502 -6.90715559
387 -4.03760127 -7.86609502
388 -4.52383135 -4.03760127
389 -4.86371416 -4.52383135
390 4.63726474 -4.86371416
391 -3.42663182 4.63726474
392 -1.84885610 -3.42663182
393 -3.82084468 -1.84885610
394 -8.66283108 -3.82084468
395 -7.19776285 -8.66283108
396 -5.70575997 -7.19776285
397 -6.61033471 -5.70575997
398 -10.79571906 -6.61033471
399 -9.00321021 -10.79571906
400 -9.29876601 -9.00321021
401 -2.96706923 -9.29876601
402 4.27975776 -2.96706923
403 -11.94768911 4.27975776
404 -1.06857994 -11.94768911
405 -1.58462432 -1.06857994
406 -5.89527919 -1.58462432
407 -10.32061989 -5.89527919
408 -11.47621351 -10.32061989
409 -8.48264044 -11.47621351
410 -2.04866638 -8.48264044
411 -2.79601513 -2.04866638
412 3.55326648 -2.79601513
413 -7.87436407 3.55326648
414 -15.89476106 -7.87436407
415 -8.13478058 -15.89476106
416 -7.30762642 -8.13478058
417 -2.15930206 -7.30762642
418 -8.60291586 -2.15930206
419 -5.59589404 -8.60291586
420 -8.28709659 -5.59589404
421 -3.57724474 -8.28709659
422 -19.15196332 -3.57724474
423 -3.05319252 -19.15196332
424 -4.23641149 -3.05319252
425 -12.98822187 -4.23641149
426 -12.12696397 -12.98822187
427 -5.85278384 -12.12696397
428 3.24346932 -5.85278384
429 -10.19013509 3.24346932
430 -8.66373839 -10.19013509
431 -9.71350226 -8.66373839
432 -8.31018997 -9.71350226
433 -4.69936747 -8.31018997
434 -1.22107785 -4.69936747
435 -6.13589347 -1.22107785
436 -8.20896565 -6.13589347
437 -12.11862844 -8.20896565
438 -13.68632698 -12.11862844
439 -6.65780293 -13.68632698
440 -10.26419648 -6.65780293
441 -13.48409671 -10.26419648
442 -11.57406099 -13.48409671
443 -12.20002694 -11.57406099
444 -4.60011092 -12.20002694
445 -15.11630911 -4.60011092
446 -8.78350885 -15.11630911
447 -8.42222990 -8.78350885
448 -12.25465422 -8.42222990
449 -3.26028002 -12.25465422
450 -3.50666642 -3.26028002
451 0.23333366 -3.50666642
452 0.43840259 0.23333366
453 1.37129386 0.43840259
454 -6.20314490 1.37129386
455 -4.74832399 -6.20314490
456 -1.72820706 -4.74832399
457 -1.19024509 -1.72820706
458 -6.43365165 -1.19024509
459 -4.13757771 -6.43365165
460 -5.82229245 -4.13757771
461 -2.64543478 -5.82229245
462 -7.65443380 -2.64543478
463 -3.25933383 -7.65443380
464 -5.56786272 -3.25933383
465 -2.56481298 -5.56786272
466 -11.03684981 -2.56481298
467 -2.77770375 -11.03684981
468 -7.10830583 -2.77770375
469 -4.23786819 -7.10830583
470 5.81997850 -4.23786819
471 -4.69170568 5.81997850
472 -5.70974224 -4.69170568
473 -8.25721924 -5.70974224
474 -1.94218763 -8.25721924
475 -4.23449833 -1.94218763
476 -5.99589948 -4.23449833
477 -2.93563432 -5.99589948
478 1.29783146 -2.93563432
479 -7.20758890 1.29783146
480 -4.08149541 -7.20758890
481 -6.95916782 -4.08149541
482 -8.33234429 -6.95916782
483 -10.11505021 -8.33234429
484 -12.80755504 -10.11505021
485 -8.70128035 -12.80755504
486 -9.00920687 -8.70128035
487 -12.92826362 -9.00920687
488 -8.49762829 -12.92826362
489 -8.12723944 -8.49762829
490 -10.07903210 -8.12723944
491 -3.75968130 -10.07903210
492 -5.87844234 -3.75968130
493 -8.94024705 -5.87844234
494 -1.16357606 -8.94024705
495 -8.65432727 -1.16357606
496 -7.71094010 -8.65432727
497 -8.27289117 -7.71094010
498 13.98381871 -8.27289117
499 -4.92998209 13.98381871
500 -2.57203953 -4.92998209
501 -6.11293963 -2.57203953
502 -9.12972447 -6.11293963
503 -5.20057769 -9.12972447
504 -2.61914350 -5.20057769
505 -9.20999395 -2.61914350
506 -1.54233119 -9.20999395
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1021 -9.00084933 -4.20870208
1022 -4.57665973 -9.00084933
1023 -3.14384329 -4.57665973
1024 -8.04195472 -3.14384329
1025 -7.17773896 -8.04195472
1026 -7.80772787 -7.17773896
1027 -6.29468421 -7.80772787
1028 -7.96484812 -6.29468421
1029 -7.77984804 -7.96484812
1030 -7.73646389 -7.77984804
1031 -10.27033193 -7.73646389
1032 -7.55163370 -10.27033193
1033 -3.07354308 -7.55163370
1034 -6.24420811 -3.07354308
1035 -7.39616503 -6.24420811
1036 -8.12744408 -7.39616503
1037 -9.01466434 -8.12744408
1038 -5.38976380 -9.01466434
1039 -3.97099289 -5.38976380
1040 -0.78917252 -3.97099289
1041 -6.74583069 -0.78917252
1042 -0.65880447 -6.74583069
1043 -3.09236670 -0.65880447
1044 -6.50144130 -3.09236670
1045 -5.82750629 -6.50144130
1046 -4.99006678 -5.82750629
1047 -3.19122609 -4.99006678
1048 -3.86041075 -3.19122609
1049 -5.10295587 -3.86041075
1050 -2.94045565 -5.10295587
1051 -7.83509724 -2.94045565
1052 -2.02181292 -7.83509724
1053 -8.27327358 -2.02181292
1054 -1.45095484 -8.27327358
1055 -2.89373180 -1.45095484
1056 -7.88578080 -2.89373180
1057 -7.76336174 -7.88578080
1058 -6.99865417 -7.76336174
1059 3.49949236 -6.99865417
1060 -6.41506222 3.49949236
1061 -5.73100257 -6.41506222
1062 -3.67246100 -5.73100257
1063 -6.00043183 -3.67246100
1064 -7.43462776 -6.00043183
1065 -4.95811685 -7.43462776
1066 -1.94355158 -4.95811685
1067 -6.28345526 -1.94355158
1068 -7.00776567 -6.28345526
1069 -6.33578969 -7.00776567
1070 -4.59708206 -6.33578969
1071 -5.24362189 -4.59708206
1072 -6.98752510 -5.24362189
1073 -4.89518921 -6.98752510
1074 -7.06405102 -4.89518921
1075 -4.55682628 -7.06405102
1076 -9.00287505 -4.55682628
1077 -6.89007660 -9.00287505
1078 -7.08933173 -6.89007660
1079 -4.55442914 -7.08933173
1080 -6.35639082 -4.55442914
1081 -3.73089225 -6.35639082
1082 -3.62962536 -3.73089225
1083 -3.04966257 -3.62962536
1084 -6.55442537 -3.04966257
1085 -6.26189106 -6.55442537
1086 -4.71965738 -6.26189106
1087 7.81888475 -4.71965738
1088 -7.34736326 7.81888475
1089 -3.02385653 -7.34736326
1090 -7.27552661 -3.02385653
1091 -8.36683743 -7.27552661
1092 -5.86464748 -8.36683743
1093 -4.43905674 -5.86464748
1094 -4.17079761 -4.43905674
1095 -5.39778354 -4.17079761
1096 -4.44052059 -5.39778354
1097 -3.62843695 -4.44052059
1098 -5.28308817 -3.62843695
1099 855.05360113 -5.28308817
1100 0.39665380 855.05360113
1101 -10.31360587 0.39665380
1102 -4.28382582 -10.31360587
1103 -4.94470158 -4.28382582
1104 -8.00492234 -4.94470158
1105 -6.64659167 -8.00492234
1106 -9.42169987 -6.64659167
1107 -6.99267496 -9.42169987
1108 -9.23485477 -6.99267496
1109 -5.87045107 -9.23485477
1110 -5.65245876 -5.87045107
1111 -9.61675012 -5.65245876
1112 -7.18911331 -9.61675012
1113 -8.66438501 -7.18911331
1114 -9.44375576 -8.66438501
1115 -5.00082013 -9.44375576
1116 -5.21594419 -5.00082013
1117 -7.39699105 -5.21594419
1118 -4.36976120 -7.39699105
1119 -5.97658667 -4.36976120
1120 776.61373755 -5.97658667
1121 852.08560192 776.61373755
1122 -6.55118282 852.08560192
1123 -8.74588143 -6.55118282
1124 -3.63728562 -8.74588143
1125 -5.87736191 -3.63728562
1126 -6.18792681 -5.87736191
1127 -4.37629173 -6.18792681
1128 -8.03132278 -4.37629173
1129 -5.52921787 -8.03132278
1130 -10.26670978 -5.52921787
1131 -0.93947660 -10.26670978
1132 -3.81973404 -0.93947660
1133 -7.80822618 -3.81973404
1134 -8.50868575 -7.80822618
1135 -7.43998185 -8.50868575
1136 -10.50964252 -7.43998185
1137 -2.41588242 -10.50964252
1138 -5.21852523 -2.41588242
1139 -7.51208393 -5.21852523
1140 -4.13428781 -7.51208393
1141 -6.90835590 -4.13428781
1142 -8.33841844 -6.90835590
1143 -6.94138256 -8.33841844
1144 -8.74115939 -6.94138256
1145 -10.03340785 -8.74115939
1146 -2.89365777 -10.03340785
1147 -8.83011095 -2.89365777
1148 -9.51921762 -8.83011095
1149 -3.90206012 -9.51921762
1150 -7.47327080 -3.90206012
1151 -4.84626507 -7.47327080
1152 -9.67086772 -4.84626507
1153 -7.84758169 -9.67086772
1154 -2.66909214 -7.84758169
1155 -6.13853746 -2.66909214
1156 -3.97724892 -6.13853746
1157 -6.98495345 -3.97724892
1158 -2.99848036 -6.98495345
1159 -3.74992017 -2.99848036
1160 -8.98185205 -3.74992017
1161 -4.71319981 -8.98185205
1162 -2.08857366 -4.71319981
1163 -6.05131586 -2.08857366
1164 -2.66265080 -6.05131586
1165 -8.74196748 -2.66265080
1166 1.75002478 -8.74196748
1167 -6.49367415 1.75002478
1168 -2.42812301 -6.49367415
1169 -6.92004435 -2.42812301
1170 -4.40276983 -6.92004435
1171 -10.73571263 -4.40276983
1172 -5.08207566 -10.73571263
1173 -10.61963468 -5.08207566
1174 -3.22873353 -10.61963468
1175 -3.32566441 -3.22873353
1176 -11.10229152 -3.32566441
1177 -1.60919905 -11.10229152
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/7fmgi1293646162.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/8dgn91293646162.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/freestat/rcomp/tmp/9dgn91293646162.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/www/html/freestat/rcomp/tmp/10dgn91293646162.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/www/html/freestat/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/freestat/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/html/freestat/rcomp/tmp/11uee91293646162.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,mysum$coefficients[i,1])
+ a<-table.element(a, round(mysum$coefficients[i,2],6))
+ a<-table.element(a, round(mysum$coefficients[i,3],4))
+ a<-table.element(a, round(mysum$coefficients[i,4],6))
+ a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/html/freestat/rcomp/tmp/12fedx1293646162.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, sqrt(mysum$r.squared))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, mysum$r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, mysum$adj.r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[1])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[2])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[3])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, mysum$sigma)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, sum(myerror*myerror))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/html/freestat/rcomp/tmp/134fsr1293646162.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,x[i])
+ a<-table.element(a,x[i]-mysum$resid[i])
+ a<-table.element(a,mysum$resid[i])
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/html/freestat/rcomp/tmp/14e79c1293646162.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,gqarr[mypoint-kp3+1,1])
+ a<-table.element(a,gqarr[mypoint-kp3+1,2])
+ a<-table.element(a,gqarr[mypoint-kp3+1,3])
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/www/html/freestat/rcomp/tmp/15i77z1293646162.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant1)
+ a<-table.element(a,numsignificant1/numgqtests)
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant5)
+ a<-table.element(a,numsignificant5/numgqtests)
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant10)
+ a<-table.element(a,numsignificant10/numgqtests)
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/www/html/freestat/rcomp/tmp/16wz5q1293646162.tab")
+ }
>
> try(system("convert tmp/1c3ic1293646162.ps tmp/1c3ic1293646162.png",intern=TRUE))
character(0)
> try(system("convert tmp/2c3ic1293646162.ps tmp/2c3ic1293646162.png",intern=TRUE))
character(0)
> try(system("convert tmp/3c3ic1293646162.ps tmp/3c3ic1293646162.png",intern=TRUE))
character(0)
> try(system("convert tmp/4nvzx1293646162.ps tmp/4nvzx1293646162.png",intern=TRUE))
character(0)
> try(system("convert tmp/5nvzx1293646162.ps tmp/5nvzx1293646162.png",intern=TRUE))
character(0)
> try(system("convert tmp/6nvzx1293646162.ps tmp/6nvzx1293646162.png",intern=TRUE))
character(0)
> try(system("convert tmp/7fmgi1293646162.ps tmp/7fmgi1293646162.png",intern=TRUE))
character(0)
> try(system("convert tmp/8dgn91293646162.ps tmp/8dgn91293646162.png",intern=TRUE))
character(0)
> try(system("convert tmp/9dgn91293646162.ps tmp/9dgn91293646162.png",intern=TRUE))
character(0)
> try(system("convert tmp/10dgn91293646162.ps tmp/10dgn91293646162.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
68.258 4.629 68.891