R version 2.15.2 (2012-10-26) -- "Trick or Treat"
Copyright (C) 2012 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i686-pc-linux-gnu (32-bit)
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Type 'license()' or 'licence()' for distribution details.
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Type 'contributors()' for more information and
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Type 'demo()' for some demos, 'help()' for on-line help, or
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Type 'q()' to quit R.
> x <- array(list(15086
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+ ,dim=c(1
+ ,1242)
+ ,dimnames=list(c('Website')
+ ,1:1242))
> y <- array(NA,dim=c(1,1242),dimnames=list(c('Website'),1:1242))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> par3 = 'Linear Trend'
> par2 = 'Include Monthly Dummies'
> par1 = '1'
> library(lattice)
> library(lmtest)
Loading required package: zoo
Attaching package: 'zoo'
The following object(s) are masked from 'package:base':
as.Date, as.Date.numeric
> n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
> par1 <- as.numeric(par1)
> x <- t(y)
> k <- length(x[1,])
> n <- length(x[,1])
> x1 <- cbind(x[,par1], x[,1:k!=par1])
> mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
> colnames(x1) <- mycolnames #colnames(x)[par1]
> x <- x1
> if (par3 == 'First Differences'){
+ x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
+ for (i in 1:n-1) {
+ for (j in 1:k) {
+ x2[i,j] <- x[i+1,j] - x[i,j]
+ }
+ }
+ x <- x2
+ }
> if (par2 == 'Include Monthly Dummies'){
+ x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
+ for (i in 1:11){
+ x2[seq(i,n,12),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> if (par2 == 'Include Quarterly Dummies'){
+ x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
+ for (i in 1:3){
+ x2[seq(i,n,4),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> k <- length(x[1,])
> if (par3 == 'Linear Trend'){
+ x <- cbind(x, c(1:n))
+ colnames(x)[k+1] <- 't'
+ }
> x
Website M1 M2 M3 M4 M5 M6 M7 M8 M9 M10 M11 t
1 15086 1 0 0 0 0 0 0 0 0 0 0 1
2 20559 0 1 0 0 0 0 0 0 0 0 0 2
3 39383 0 0 1 0 0 0 0 0 0 0 0 3
4 68032 0 0 0 1 0 0 0 0 0 0 0 4
5 42346 0 0 0 0 1 0 0 0 0 0 0 5
6 40184 0 0 0 0 0 1 0 0 0 0 0 6
7 29183 0 0 0 0 0 0 1 0 0 0 0 7
8 18049 0 0 0 0 0 0 0 1 0 0 0 8
9 24377 0 0 0 0 0 0 0 0 1 0 0 9
10 48033 0 0 0 0 0 0 0 0 0 1 0 10
11 61410 0 0 0 0 0 0 0 0 0 0 1 11
12 40637 0 0 0 0 0 0 0 0 0 0 0 12
13 37914 1 0 0 0 0 0 0 0 0 0 0 13
14 22481 0 1 0 0 0 0 0 0 0 0 0 14
15 17061 0 0 1 0 0 0 0 0 0 0 0 15
16 21921 0 0 0 1 0 0 0 0 0 0 0 16
17 34043 0 0 0 0 1 0 0 0 0 0 0 17
18 36152 0 0 0 0 0 1 0 0 0 0 0 18
19 38929 0 0 0 0 0 0 1 0 0 0 0 19
20 36713 0 0 0 0 0 0 0 1 0 0 0 20
21 27928 0 0 0 0 0 0 0 0 1 0 0 21
22 14178 0 0 0 0 0 0 0 0 0 1 0 22
23 19331 0 0 0 0 0 0 0 0 0 0 1 23
24 35030 0 0 0 0 0 0 0 0 0 0 0 24
25 37834 1 0 0 0 0 0 0 0 0 0 0 25
26 45257 0 1 0 0 0 0 0 0 0 0 0 26
27 39650 0 0 1 0 0 0 0 0 0 0 0 27
28 33001 0 0 0 1 0 0 0 0 0 0 0 28
29 22268 0 0 0 0 1 0 0 0 0 0 0 29
30 34283 0 0 0 0 0 1 0 0 0 0 0 30
31 63733 0 0 0 0 0 0 1 0 0 0 0 31
32 54548 0 0 0 0 0 0 0 1 0 0 0 32
33 31666 0 0 0 0 0 0 0 0 1 0 0 33
34 32654 0 0 0 0 0 0 0 0 0 1 0 34
35 28409 0 0 0 0 0 0 0 0 0 0 1 35
36 16234 0 0 0 0 0 0 0 0 0 0 0 36
37 19544 1 0 0 0 0 0 0 0 0 0 0 37
38 33375 0 1 0 0 0 0 0 0 0 0 0 38
39 30839 0 0 1 0 0 0 0 0 0 0 0 39
40 27581 0 0 0 1 0 0 0 0 0 0 0 40
41 28596 0 0 0 0 1 0 0 0 0 0 0 41
42 28542 0 0 0 0 0 1 0 0 0 0 0 42
43 14285 0 0 0 0 0 0 1 0 0 0 0 43
44 20799 0 0 0 0 0 0 0 1 0 0 0 44
45 28729 0 0 0 0 0 0 0 0 1 0 0 45
46 30278 0 0 0 0 0 0 0 0 0 1 0 46
47 31266 0 0 0 0 0 0 0 0 0 0 1 47
48 38341 0 0 0 0 0 0 0 0 0 0 0 48
49 24938 1 0 0 0 0 0 0 0 0 0 0 49
50 15700 0 1 0 0 0 0 0 0 0 0 0 50
51 17382 0 0 1 0 0 0 0 0 0 0 0 51
52 34229 0 0 0 1 0 0 0 0 0 0 0 52
53 29584 0 0 0 0 1 0 0 0 0 0 0 53
54 33909 0 0 0 0 0 1 0 0 0 0 0 54
55 29397 0 0 0 0 0 0 1 0 0 0 0 55
56 24644 0 0 0 0 0 0 0 1 0 0 0 56
57 14124 0 0 0 0 0 0 0 0 1 0 0 57
58 18770 0 0 0 0 0 0 0 0 0 1 0 58
59 32681 0 0 0 0 0 0 0 0 0 0 1 59
60 30518 0 0 0 0 0 0 0 0 0 0 0 60
61 34310 1 0 0 0 0 0 0 0 0 0 0 61
62 24217 0 1 0 0 0 0 0 0 0 0 0 62
63 15806 0 0 1 0 0 0 0 0 0 0 0 63
64 12362 0 0 0 1 0 0 0 0 0 0 0 64
65 13751 0 0 0 0 1 0 0 0 0 0 0 65
66 25312 0 0 0 0 0 1 0 0 0 0 0 66
67 23549 0 0 0 0 0 0 1 0 0 0 0 67
68 30305 0 0 0 0 0 0 0 1 0 0 0 68
69 30411 0 0 0 0 0 0 0 0 1 0 0 69
70 15593 0 0 0 0 0 0 0 0 0 1 0 70
71 17382 0 0 0 0 0 0 0 0 0 0 1 71
72 15806 0 0 0 0 0 0 0 0 0 0 0 72
73 29183 1 0 0 0 0 0 0 0 0 0 0 73
74 33348 0 1 0 0 0 0 0 0 0 0 0 74
75 33589 0 0 1 0 0 0 0 0 0 0 0 75
76 30198 0 0 0 1 0 0 0 0 0 0 0 76
77 23469 0 0 0 0 1 0 0 0 0 0 0 77
78 15593 0 0 0 0 0 1 0 0 0 0 0 78
79 16474 0 0 0 0 0 0 1 0 0 0 0 79
80 27341 0 0 0 0 0 0 0 1 0 0 0 80
81 26673 0 0 0 0 0 0 0 0 1 0 0 81
82 33268 0 0 0 0 0 0 0 0 0 1 0 82
83 26406 0 0 0 0 0 0 0 0 0 0 1 83
84 23656 0 0 0 0 0 0 0 0 0 0 0 84
85 15086 1 0 0 0 0 0 0 0 0 0 0 85
86 18316 0 1 0 0 0 0 0 0 0 0 0 86
87 27528 0 0 1 0 0 0 0 0 0 0 0 87
88 30305 0 0 0 1 0 0 0 0 0 0 0 88
89 34550 0 0 0 0 1 0 0 0 0 0 0 89
90 34710 0 0 0 0 0 1 0 0 0 0 0 90
91 23843 0 0 0 0 0 0 1 0 0 0 0 91
92 12362 0 0 0 0 0 0 0 1 0 0 0 92
93 21200 0 0 0 0 0 0 0 0 1 0 0 93
94 27261 0 0 0 0 0 0 0 0 0 1 0 94
95 31586 0 0 0 0 0 0 0 0 0 0 1 95
96 33322 0 0 0 0 0 0 0 0 0 0 0 96
97 32814 1 0 0 0 0 0 0 0 0 0 0 97
98 21974 0 1 0 0 0 0 0 0 0 0 0 98
99 17115 0 0 1 0 0 0 0 0 0 0 0 99
100 14445 0 0 0 1 0 0 0 0 0 0 0 100
101 26673 0 0 0 0 1 0 0 0 0 0 0 101
102 31746 0 0 0 0 0 1 0 0 0 0 0 102
103 28249 0 0 0 0 0 0 1 0 0 0 0 103
104 29103 0 0 0 0 0 0 0 1 0 0 0 104
105 21974 0 0 0 0 0 0 0 0 1 0 0 105
106 17622 0 0 0 0 0 0 0 0 0 1 0 106
107 21066 0 0 0 0 0 0 0 0 0 0 1 107
108 28382 0 0 0 0 0 0 0 0 0 0 0 108
109 32147 1 0 0 0 0 0 0 0 0 0 0 109
110 35885 0 1 0 0 0 0 0 0 0 0 0 110
111 40824 0 0 1 0 0 0 0 0 0 0 0 111
112 28622 0 0 0 1 0 0 0 0 0 0 0 112
113 24297 0 0 0 0 1 0 0 0 0 0 0 113
114 30465 0 0 0 0 0 1 0 0 0 0 0 114
115 47927 0 0 0 0 0 0 1 0 0 0 0 115
116 51665 0 0 0 0 0 0 0 1 0 0 0 116
117 57058 0 0 0 0 0 0 0 0 1 0 0 117
118 48407 0 0 0 0 0 0 0 0 0 1 0 118
119 30011 0 0 0 0 0 0 0 0 0 0 1 119
120 21413 0 0 0 0 0 0 0 0 0 0 0 120
121 30518 1 0 0 0 0 0 0 0 0 0 0 121
122 41171 0 1 0 0 0 0 0 0 0 0 0 122
123 37487 0 0 1 0 0 0 0 0 0 0 0 123
124 44456 0 0 0 1 0 0 0 0 0 0 0 124
125 41465 0 0 0 0 1 0 0 0 0 0 0 125
126 28409 0 0 0 0 0 1 0 0 0 0 0 126
127 34870 0 0 0 0 0 0 1 0 0 0 0 127
128 29557 0 0 0 0 0 0 0 1 0 0 0 128
129 44936 0 0 0 0 0 0 0 0 1 0 0 129
130 44028 0 0 0 0 0 0 0 0 0 1 0 130
131 45310 0 0 0 0 0 0 0 0 0 0 1 131
132 39302 0 0 0 0 0 0 0 0 0 0 0 132
133 28516 1 0 0 0 0 0 0 0 0 0 0 133
134 19865 0 1 0 0 0 0 0 0 0 0 0 134
135 30091 0 0 1 0 0 0 0 0 0 0 0 135
136 38101 0 0 0 1 0 0 0 0 0 0 0 136
137 44402 0 0 0 0 1 0 0 0 0 0 0 137
138 52359 0 0 0 0 0 1 0 0 0 0 0 138
139 71182 0 0 0 0 0 0 1 0 0 0 0 139
140 60796 0 0 0 0 0 0 0 1 0 0 0 140
141 43735 0 0 0 0 0 0 0 0 1 0 0 141
142 63947 0 0 0 0 0 0 0 0 0 1 0 142
143 89071 0 0 0 0 0 0 0 0 0 0 1 143
144 86321 0 0 0 0 0 0 0 0 0 0 0 144
145 90967 1 0 0 0 0 0 0 0 0 0 0 145
146 54441 0 1 0 0 0 0 0 0 0 0 0 146
147 36339 0 0 1 0 0 0 0 0 0 0 0 147
148 29290 0 0 0 1 0 0 0 0 0 0 0 148
149 65842 0 0 0 0 1 0 0 0 0 0 0 149
150 99404 0 0 0 0 0 1 0 0 0 0 0 150
151 83865 0 0 0 0 0 0 1 0 0 0 0 151
152 84452 0 0 0 0 0 0 0 1 0 0 0 152
153 76309 0 0 0 0 0 0 0 0 1 0 0 153
154 69554 0 0 0 0 0 0 0 0 0 1 0 154
155 44616 0 0 0 0 0 0 0 0 0 0 1 155
156 67337 0 0 0 0 0 0 0 0 0 0 0 156
157 94144 1 0 0 0 0 0 0 0 0 0 0 157
158 84425 0 1 0 0 0 0 0 0 0 0 0 158
159 76763 0 0 1 0 0 0 0 0 0 0 0 159
160 73559 0 0 0 1 0 0 0 0 0 0 0 160
161 60956 0 0 0 0 1 0 0 0 0 0 0 161
162 46271 0 0 0 0 0 1 0 0 0 0 0 162
163 74066 0 0 0 0 0 0 1 0 0 0 0 163
164 91634 0 0 0 0 0 0 0 1 0 0 0 164
165 63947 0 0 0 0 0 0 0 0 1 0 0 165
166 56017 0 0 0 0 0 0 0 0 0 1 0 166
167 53293 0 0 0 0 0 0 0 0 0 0 1 167
168 54895 0 0 0 0 0 0 0 0 0 0 0 168
169 48781 1 0 0 0 0 0 0 0 0 0 0 169
170 60449 0 1 0 0 0 0 0 0 0 0 0 170
171 99965 0 0 1 0 0 0 0 0 0 0 0 171
172 84746 0 0 0 1 0 0 0 0 0 0 0 172
173 81088 0 0 0 0 1 0 0 0 0 0 0 173
174 77777 0 0 0 0 0 1 0 0 0 0 0 174
175 60315 0 0 0 0 0 0 1 0 0 0 0 175
176 46218 0 0 0 0 0 0 0 1 0 0 0 176
177 62985 0 0 0 0 0 0 0 0 1 0 0 177
178 92596 0 0 0 0 0 0 0 0 0 1 0 178
179 78525 0 0 0 0 0 0 0 0 0 0 1 179
180 72811 0 0 0 0 0 0 0 0 0 0 0 180
181 62318 1 0 0 0 0 0 0 0 0 0 0 181
182 48140 0 1 0 0 0 0 0 0 0 0 0 182
183 45443 0 0 1 0 0 0 0 0 0 0 0 183
184 66910 0 0 0 1 0 0 0 0 0 0 0 184
185 90032 0 0 0 0 1 0 0 0 0 0 0 185
186 91661 0 0 0 0 0 1 0 0 0 0 0 186
187 103516 0 0 0 0 0 0 1 0 0 0 0 187
188 100285 0 0 0 0 0 0 0 1 0 0 0 188
189 72384 0 0 0 0 0 0 0 0 1 0 0 189
190 51985 0 0 0 0 0 0 0 0 0 1 0 190
191 72224 0 0 0 0 0 0 0 0 0 0 1 191
192 99351 0 0 0 0 0 0 0 0 0 0 0 192
193 108616 1 0 0 0 0 0 0 0 0 0 0 193
194 102128 0 1 0 0 0 0 0 0 0 0 0 194
195 97669 0 0 1 0 0 0 0 0 0 0 0 195
196 71716 0 0 0 1 0 0 0 0 0 0 0 196
197 51584 0 0 0 0 1 0 0 0 0 0 0 197
198 63413 0 0 0 0 0 1 0 0 0 0 0 198
199 88137 0 0 0 0 0 0 1 0 0 0 0 199
200 86535 0 0 0 0 0 0 0 1 0 0 0 200
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203 54388 0 0 0 0 0 0 0 0 0 0 1 203
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208 60315 0 0 0 1 0 0 0 0 0 0 0 208
209 52012 0 0 0 0 1 0 0 0 0 0 0 209
210 37487 0 0 0 0 0 1 0 0 0 0 0 210
211 19972 0 0 0 0 0 0 1 0 0 0 0 211
212 25338 0 0 0 0 0 0 0 1 0 0 0 212
213 23549 0 0 0 0 0 0 0 0 1 0 0 213
214 19785 0 0 0 0 0 0 0 0 0 1 0 214
215 29637 0 0 0 0 0 0 0 0 0 0 1 215
216 34416 0 0 0 0 0 0 0 0 0 0 0 216
217 26914 1 0 0 0 0 0 0 0 0 0 0 217
218 25071 0 1 0 0 0 0 0 0 0 0 0 218
219 24003 0 0 1 0 0 0 0 0 0 0 0 219
220 19358 0 0 0 1 0 0 0 0 0 0 0 220
221 28783 0 0 0 0 1 0 0 0 0 0 0 221
222 46992 0 0 0 0 0 1 0 0 0 0 0 222
223 49796 0 0 0 0 0 0 1 0 0 0 0 223
224 40904 0 0 0 0 0 0 0 1 0 0 0 224
225 33722 0 0 0 0 0 0 0 0 1 0 0 225
226 42640 0 0 0 0 0 0 0 0 0 1 0 226
227 56097 0 0 0 0 0 0 0 0 0 0 1 227
228 62184 0 0 0 0 0 0 0 0 0 0 0 228
229 63039 1 0 0 0 0 0 0 0 0 0 0 229
230 61730 0 1 0 0 0 0 0 0 0 0 0 230
231 44349 0 0 1 0 0 0 0 0 0 0 0 231
232 32307 0 0 0 1 0 0 0 0 0 0 0 232
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237 67845 0 0 0 0 0 0 0 0 1 0 0 237
238 51237 0 0 0 0 0 0 0 0 0 1 0 238
239 31506 0 0 0 0 0 0 0 0 0 0 1 239
240 45043 0 0 0 0 0 0 0 0 0 0 0 240
241 74386 1 0 0 0 0 0 0 0 0 0 0 241
242 76602 0 1 0 0 0 0 0 0 0 0 0 242
243 72704 0 0 1 0 0 0 0 0 0 0 0 243
244 71770 0 0 0 1 0 0 0 0 0 0 0 244
245 52225 0 0 0 0 1 0 0 0 0 0 0 245
246 40958 0 0 0 0 0 1 0 0 0 0 0 246
247 55856 0 0 0 0 0 0 1 0 0 0 0 247
248 79700 0 0 0 0 0 0 0 1 0 0 0 248
249 81889 0 0 0 0 0 0 0 0 1 0 0 249
250 82049 0 0 0 0 0 0 0 0 0 1 0 250
251 66643 0 0 0 0 0 0 0 0 0 0 1 251
252 54655 0 0 0 0 0 0 0 0 0 0 0 252
253 36739 1 0 0 0 0 0 0 0 0 0 0 253
254 53026 0 1 0 0 0 0 0 0 0 0 0 254
255 78098 0 0 1 0 0 0 0 0 0 0 0 255
256 81248 0 0 0 1 0 0 0 0 0 0 0 256
257 84372 0 0 0 0 1 0 0 0 0 0 0 257
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259 63012 0 0 0 0 0 0 1 0 0 0 0 259
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261 55670 0 0 0 0 0 0 0 0 1 0 0 261
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900 120337 0 0 0 0 0 0 0 0 0 0 0 900
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904 60876 0 0 0 1 0 0 0 0 0 0 0 904
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973 78738 1 0 0 0 0 0 0 0 0 0 0 973
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1017 102528 0 0 0 0 0 0 0 0 1 0 0 1017
1018 242516 0 0 0 0 0 0 0 0 0 1 0 1018
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1128 29050 0 0 0 0 0 0 0 0 0 0 0 1128
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1140 63760 0 0 0 0 0 0 0 0 0 0 0 1140
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1150 43254 0 0 0 0 0 0 0 0 0 1 0 1150
1151 74493 0 0 0 0 0 0 0 0 0 0 1 1151
1152 77991 0 0 0 0 0 0 0 0 0 0 0 1152
1153 68699 1 0 0 0 0 0 0 0 0 0 0 1153
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1220 84559 0 0 0 0 0 0 0 1 0 0 0 1220
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1222 114543 0 0 0 0 0 0 0 0 0 1 0 1222
1223 123407 0 0 0 0 0 0 0 0 0 0 1 1223
1224 114677 0 0 0 0 0 0 0 0 0 0 0 1224
1225 110378 1 0 0 0 0 0 0 0 0 0 0 1225
1226 96040 0 1 0 0 0 0 0 0 0 0 0 1226
1227 141857 0 0 1 0 0 0 0 0 0 0 0 1227
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1233 75695 0 0 0 0 0 0 0 0 1 0 0 1233
1234 104157 0 0 0 0 0 0 0 0 0 1 0 1234
1235 150161 0 0 0 0 0 0 0 0 0 0 1 1235
1236 174832 0 0 0 0 0 0 0 0 0 0 0 1236
1237 139935 1 0 0 0 0 0 0 0 0 0 0 1237
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1239 109977 0 0 1 0 0 0 0 0 0 0 0 1239
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1242 161295 0 0 0 0 0 1 0 0 0 0 0 1242
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) M1 M2 M3 M4 M5
49468.72 -1420.92 -2639.87 -1911.95 -2100.93 -883.82
M6 M7 M8 M9 M10 M11
-310.45 -802.24 -2423.28 -4076.33 -2298.90 -2000.90
t
44.13
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-70203 -21954 -3079 18407 226501
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 49468.721 3518.634 14.059 <2e-16 ***
M1 -1420.921 4437.921 -0.320 0.749
M2 -2639.873 4437.915 -0.595 0.552
M3 -1911.950 4437.910 -0.431 0.667
M4 -2100.931 4437.906 -0.473 0.636
M5 -883.816 4437.904 -0.199 0.842
M6 -310.450 4437.903 -0.070 0.944
M7 -802.239 4448.628 -0.180 0.857
M8 -2423.276 4448.621 -0.545 0.586
M9 -4076.333 4448.616 -0.916 0.360
M10 -2298.895 4448.613 -0.517 0.605
M11 -2000.904 4448.611 -0.450 0.653
t 44.135 2.527 17.468 <2e-16 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 31920 on 1229 degrees of freedom
Multiple R-squared: 0.1997, Adjusted R-squared: 0.1919
F-statistic: 25.55 on 12 and 1229 DF, p-value: < 2.2e-16
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 2.711015e-01 5.422031e-01 0.728898470
[2,] 1.391992e-01 2.783984e-01 0.860800803
[3,] 6.708670e-02 1.341734e-01 0.932913302
[4,] 3.859147e-02 7.718294e-02 0.961408532
[5,] 2.726847e-02 5.453695e-02 0.972731525
[6,] 1.256449e-02 2.512897e-02 0.987435513
[7,] 1.189219e-02 2.378439e-02 0.988107807
[8,] 1.370301e-02 2.740603e-02 0.986296985
[9,] 6.639226e-03 1.327845e-02 0.993360774
[10,] 5.106473e-03 1.021295e-02 0.994893527
[11,] 5.542677e-03 1.108535e-02 0.994457323
[12,] 3.221617e-03 6.443234e-03 0.996778383
[13,] 1.734548e-03 3.469095e-03 0.998265452
[14,] 9.807597e-04 1.961519e-03 0.999019240
[15,] 4.579218e-04 9.158436e-04 0.999542078
[16,] 6.282292e-04 1.256458e-03 0.999371771
[17,] 6.082223e-04 1.216445e-03 0.999391778
[18,] 3.016040e-04 6.032081e-04 0.999698396
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[980,] 4.008540e-32 8.017080e-32 1.000000000
[981,] 3.898255e-32 7.796510e-32 1.000000000
[982,] 2.452147e-32 4.904294e-32 1.000000000
[983,] 1.526278e-32 3.052555e-32 1.000000000
[984,] 9.699697e-33 1.939939e-32 1.000000000
[985,] 6.429782e-33 1.285956e-32 1.000000000
[986,] 4.496364e-33 8.992727e-33 1.000000000
[987,] 5.736233e-33 1.147247e-32 1.000000000
[988,] 3.431493e-33 6.862986e-33 1.000000000
[989,] 3.295443e-33 6.590886e-33 1.000000000
[990,] 2.376089e-33 4.752179e-33 1.000000000
[991,] 2.336097e-33 4.672195e-33 1.000000000
[992,] 1.454263e-33 2.908525e-33 1.000000000
[993,] 1.085767e-33 2.171534e-33 1.000000000
[994,] 1.239459e-33 2.478918e-33 1.000000000
[995,] 7.494614e-34 1.498923e-33 1.000000000
[996,] 9.036294e-34 1.807259e-33 1.000000000
[997,] 9.664103e-34 1.932821e-33 1.000000000
[998,] 1.601009e-33 3.202019e-33 1.000000000
[999,] 1.018745e-33 2.037490e-33 1.000000000
[1000,] 6.372172e-34 1.274434e-33 1.000000000
[1001,] 6.696291e-34 1.339258e-33 1.000000000
[1002,] 3.768692e-34 7.537383e-34 1.000000000
[1003,] 1.980287e-30 3.960575e-30 1.000000000
[1004,] 6.032059e-24 1.206412e-23 1.000000000
[1005,] 1.186071e-16 2.372143e-16 1.000000000
[1006,] 5.493083e-13 1.098617e-12 1.000000000
[1007,] 1.112520e-10 2.225040e-10 1.000000000
[1008,] 6.229378e-10 1.245876e-09 0.999999999
[1009,] 9.979125e-08 1.995825e-07 0.999999900
[1010,] 4.220050e-05 8.440101e-05 0.999957799
[1011,] 6.889744e-03 1.377949e-02 0.993110256
[1012,] 2.023659e-01 4.047317e-01 0.797634128
[1013,] 3.305314e-01 6.610628e-01 0.669468621
[1014,] 3.127258e-01 6.254516e-01 0.687274184
[1015,] 3.033347e-01 6.066695e-01 0.696665252
[1016,] 2.856524e-01 5.713047e-01 0.714347647
[1017,] 3.007402e-01 6.014803e-01 0.699259846
[1018,] 3.262375e-01 6.524750e-01 0.673762510
[1019,] 3.611679e-01 7.223357e-01 0.638832129
[1020,] 3.680646e-01 7.361292e-01 0.631935399
[1021,] 3.526892e-01 7.053783e-01 0.647310835
[1022,] 3.380873e-01 6.761746e-01 0.661912694
[1023,] 3.203044e-01 6.406088e-01 0.679695619
[1024,] 3.310192e-01 6.620385e-01 0.668980771
[1025,] 3.461042e-01 6.922085e-01 0.653895759
[1026,] 3.359330e-01 6.718660e-01 0.664067006
[1027,] 3.287169e-01 6.574338e-01 0.671283090
[1028,] 3.159490e-01 6.318979e-01 0.684051044
[1029,] 3.172689e-01 6.345377e-01 0.682731138
[1030,] 3.043645e-01 6.087290e-01 0.695635507
[1031,] 2.933766e-01 5.867533e-01 0.706623373
[1032,] 3.099376e-01 6.198753e-01 0.690062356
[1033,] 3.114060e-01 6.228119e-01 0.688594029
[1034,] 3.051188e-01 6.102376e-01 0.694881207
[1035,] 2.868675e-01 5.737349e-01 0.713132546
[1036,] 2.727649e-01 5.455299e-01 0.727235060
[1037,] 2.568076e-01 5.136152e-01 0.743192424
[1038,] 2.754189e-01 5.508377e-01 0.724581126
[1039,] 2.917940e-01 5.835880e-01 0.708205982
[1040,] 3.089681e-01 6.179362e-01 0.691031888
[1041,] 3.071193e-01 6.142387e-01 0.692880675
[1042,] 2.894802e-01 5.789604e-01 0.710519825
[1043,] 2.766797e-01 5.533595e-01 0.723320274
[1044,] 2.682733e-01 5.365466e-01 0.731726706
[1045,] 2.858117e-01 5.716233e-01 0.714188338
[1046,] 3.477555e-01 6.955110e-01 0.652244519
[1047,] 3.791294e-01 7.582588e-01 0.620870602
[1048,] 4.237444e-01 8.474888e-01 0.576255604
[1049,] 4.181959e-01 8.363917e-01 0.581804147
[1050,] 4.001846e-01 8.003691e-01 0.599815436
[1051,] 3.991660e-01 7.983320e-01 0.600833999
[1052,] 4.943405e-01 9.886809e-01 0.505659526
[1053,] 5.598424e-01 8.803151e-01 0.440157553
[1054,] 6.332409e-01 7.335183e-01 0.366759141
[1055,] 6.615719e-01 6.768562e-01 0.338428125
[1056,] 6.440006e-01 7.119989e-01 0.355999441
[1057,] 6.254579e-01 7.490842e-01 0.374542084
[1058,] 6.146208e-01 7.707585e-01 0.385379240
[1059,] 6.728591e-01 6.542817e-01 0.327140854
[1060,] 7.299701e-01 5.400598e-01 0.270029878
[1061,] 7.777288e-01 4.445424e-01 0.222271207
[1062,] 8.141157e-01 3.717687e-01 0.185884329
[1063,] 8.089061e-01 3.821878e-01 0.191093920
[1064,] 7.980429e-01 4.039143e-01 0.201957129
[1065,] 7.876838e-01 4.246324e-01 0.212316211
[1066,] 8.243173e-01 3.513653e-01 0.175682652
[1067,] 8.286416e-01 3.427169e-01 0.171358444
[1068,] 8.537684e-01 2.924632e-01 0.146231614
[1069,] 8.594396e-01 2.811208e-01 0.140560380
[1070,] 8.498965e-01 3.002070e-01 0.150103508
[1071,] 8.430391e-01 3.139217e-01 0.156960854
[1072,] 8.364453e-01 3.271095e-01 0.163554740
[1073,] 8.871432e-01 2.257136e-01 0.112856823
[1074,] 8.901149e-01 2.197702e-01 0.109885106
[1075,] 9.000808e-01 1.998385e-01 0.099919237
[1076,] 8.955900e-01 2.088200e-01 0.104409985
[1077,] 8.868633e-01 2.262733e-01 0.113136671
[1078,] 8.815408e-01 2.369184e-01 0.118459216
[1079,] 8.728467e-01 2.543066e-01 0.127153290
[1080,] 8.884703e-01 2.230593e-01 0.111529675
[1081,] 8.889694e-01 2.220612e-01 0.111030593
[1082,] 9.095382e-01 1.809235e-01 0.090461762
[1083,] 9.117689e-01 1.764622e-01 0.088231123
[1084,] 9.101320e-01 1.797359e-01 0.089867973
[1085,] 9.041785e-01 1.916431e-01 0.095821543
[1086,] 9.013754e-01 1.972491e-01 0.098624571
[1087,] 9.194885e-01 1.610230e-01 0.080511518
[1088,] 9.469250e-01 1.061501e-01 0.053075026
[1089,] 9.928511e-01 1.429788e-02 0.007148940
[1090,] 9.939388e-01 1.212244e-02 0.006061219
[1091,] 9.941230e-01 1.175396e-02 0.005876978
[1092,] 9.933907e-01 1.321870e-02 0.006609349
[1093,] 9.943879e-01 1.122416e-02 0.005612081
[1094,] 9.949604e-01 1.007930e-02 0.005039648
[1095,] 9.954947e-01 9.010614e-03 0.004505307
[1096,] 9.962857e-01 7.428673e-03 0.003714337
[1097,] 9.970393e-01 5.921390e-03 0.002960695
[1098,] 9.967692e-01 6.461642e-03 0.003230821
[1099,] 9.963464e-01 7.307272e-03 0.003653636
[1100,] 9.958041e-01 8.391815e-03 0.004195908
[1101,] 9.962408e-01 7.518402e-03 0.003759201
[1102,] 9.967346e-01 6.530779e-03 0.003265389
[1103,] 9.972876e-01 5.424709e-03 0.002712354
[1104,] 9.973082e-01 5.383546e-03 0.002691773
[1105,] 9.968676e-01 6.264767e-03 0.003132383
[1106,] 9.964002e-01 7.199656e-03 0.003599828
[1107,] 9.957620e-01 8.475981e-03 0.004237991
[1108,] 9.965499e-01 6.900116e-03 0.003450058
[1109,] 9.968620e-01 6.275977e-03 0.003137988
[1110,] 9.969766e-01 6.046704e-03 0.003023352
[1111,] 9.969317e-01 6.136665e-03 0.003068332
[1112,] 9.964117e-01 7.176672e-03 0.003588336
[1113,] 9.961111e-01 7.777800e-03 0.003888900
[1114,] 9.954115e-01 9.177026e-03 0.004588513
[1115,] 9.956805e-01 8.639035e-03 0.004319518
[1116,] 9.953345e-01 9.330951e-03 0.004665475
[1117,] 9.946651e-01 1.066976e-02 0.005334879
[1118,] 9.943927e-01 1.121462e-02 0.005607310
[1119,] 9.933196e-01 1.336087e-02 0.006680434
[1120,] 9.924226e-01 1.515471e-02 0.007577357
[1121,] 9.911609e-01 1.767815e-02 0.008839075
[1122,] 9.905144e-01 1.897113e-02 0.009485565
[1123,] 9.908079e-01 1.838428e-02 0.009192138
[1124,] 9.906100e-01 1.878003e-02 0.009390015
[1125,] 9.896658e-01 2.066841e-02 0.010334203
[1126,] 9.878218e-01 2.435634e-02 0.012178170
[1127,] 9.860713e-01 2.785735e-02 0.013928673
[1128,] 9.835949e-01 3.281028e-02 0.016405139
[1129,] 9.816146e-01 3.677086e-02 0.018385430
[1130,] 9.818738e-01 3.625247e-02 0.018126235
[1131,] 9.798699e-01 4.026029e-02 0.020130146
[1132,] 9.800285e-01 3.994291e-02 0.019971455
[1133,] 9.772258e-01 4.554834e-02 0.022774172
[1134,] 9.735023e-01 5.299545e-02 0.026497726
[1135,] 9.691028e-01 6.179437e-02 0.030897187
[1136,] 9.693532e-01 6.129358e-02 0.030646791
[1137,] 9.708274e-01 5.834524e-02 0.029172622
[1138,] 9.683037e-01 6.339257e-02 0.031696286
[1139,] 9.660564e-01 6.788723e-02 0.033943616
[1140,] 9.615095e-01 7.698098e-02 0.038490489
[1141,] 9.581906e-01 8.361877e-02 0.041809386
[1142,] 9.510396e-01 9.792073e-02 0.048960367
[1143,] 9.483541e-01 1.032918e-01 0.051645892
[1144,] 9.474976e-01 1.050049e-01 0.052502440
[1145,] 9.486926e-01 1.026149e-01 0.051307427
[1146,] 9.465260e-01 1.069481e-01 0.053474041
[1147,] 9.382961e-01 1.234079e-01 0.061703928
[1148,] 9.288947e-01 1.422105e-01 0.071105259
[1149,] 9.175752e-01 1.648495e-01 0.082424767
[1150,] 9.096417e-01 1.807166e-01 0.090358289
[1151,] 9.074473e-01 1.851053e-01 0.092552659
[1152,] 9.071094e-01 1.857812e-01 0.092890617
[1153,] 8.965490e-01 2.069021e-01 0.103451033
[1154,] 8.821102e-01 2.357796e-01 0.117889780
[1155,] 8.710402e-01 2.579196e-01 0.128959807
[1156,] 8.540116e-01 2.919768e-01 0.145988380
[1157,] 8.527973e-01 2.944053e-01 0.147202659
[1158,] 8.593251e-01 2.813498e-01 0.140674901
[1159,] 8.529804e-01 2.940392e-01 0.147019608
[1160,] 8.373603e-01 3.252795e-01 0.162639749
[1161,] 8.136853e-01 3.726294e-01 0.186314692
[1162,] 7.910581e-01 4.178838e-01 0.208941898
[1163,] 7.657599e-01 4.684801e-01 0.234240074
[1164,] 7.633383e-01 4.733235e-01 0.236661737
[1165,] 7.464614e-01 5.070772e-01 0.253538575
[1166,] 7.389410e-01 5.221180e-01 0.261059016
[1167,] 7.264773e-01 5.470454e-01 0.273522711
[1168,] 7.032189e-01 5.935621e-01 0.296781071
[1169,] 6.778220e-01 6.443560e-01 0.322178019
[1170,] 6.410278e-01 7.179445e-01 0.358972250
[1171,] 6.223584e-01 7.552832e-01 0.377641614
[1172,] 5.901210e-01 8.197580e-01 0.409879018
[1173,] 5.545164e-01 8.909672e-01 0.445483584
[1174,] 5.197062e-01 9.605877e-01 0.480293841
[1175,] 4.814219e-01 9.628438e-01 0.518578101
[1176,] 4.676168e-01 9.352336e-01 0.532383208
[1177,] 4.331519e-01 8.663038e-01 0.566848109
[1178,] 3.906107e-01 7.812214e-01 0.609389297
[1179,] 3.471914e-01 6.943827e-01 0.652808638
[1180,] 3.219632e-01 6.439263e-01 0.678036841
[1181,] 2.918715e-01 5.837431e-01 0.708128469
[1182,] 2.524755e-01 5.049509e-01 0.747524541
[1183,] 2.291418e-01 4.582837e-01 0.770858151
[1184,] 2.221781e-01 4.443563e-01 0.777821873
[1185,] 1.862415e-01 3.724830e-01 0.813758493
[1186,] 1.597939e-01 3.195879e-01 0.840206054
[1187,] 1.356974e-01 2.713949e-01 0.864302569
[1188,] 1.093104e-01 2.186209e-01 0.890689556
[1189,] 1.045457e-01 2.090913e-01 0.895454339
[1190,] 1.113019e-01 2.226038e-01 0.888698111
[1191,] 9.446622e-02 1.889324e-01 0.905533783
[1192,] 8.932990e-02 1.786598e-01 0.910670101
[1193,] 1.128758e-01 2.257517e-01 0.887124161
[1194,] 1.091295e-01 2.182589e-01 0.890870536
[1195,] 8.623285e-02 1.724657e-01 0.913767151
[1196,] 7.455968e-02 1.491194e-01 0.925440315
[1197,] 1.306281e-01 2.612562e-01 0.869371890
[1198,] 1.086440e-01 2.172880e-01 0.891355986
[1199,] 8.803838e-02 1.760768e-01 0.911961625
[1200,] 6.399338e-02 1.279868e-01 0.936006623
[1201,] 6.443613e-02 1.288723e-01 0.935563868
[1202,] 4.985908e-02 9.971816e-02 0.950140921
[1203,] 7.718960e-02 1.543792e-01 0.922810404
[1204,] 1.084033e-01 2.168067e-01 0.891596660
[1205,] 7.412006e-02 1.482401e-01 0.925879938
[1206,] 5.570479e-02 1.114096e-01 0.944295213
[1207,] 3.374814e-02 6.749629e-02 0.966251857
[1208,] 2.424040e-02 4.848080e-02 0.975759602
[1209,] 4.182172e-02 8.364344e-02 0.958178281
[1210,] 4.348855e-02 8.697710e-02 0.956511452
[1211,] 3.794392e-02 7.588785e-02 0.962056076
> postscript(file="/var/wessaorg/rcomp/tmp/1kgc71353935343.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/2u5f01353935344.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/3g1pv1353935344.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/4rf6r1353935344.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/543m51353935344.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> qqnorm(mysum$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 = 1242
Frequency = 1
1 2 3 4 5 6
-33005.93495 -26358.11764 -8306.17533 20487.67082 -6459.57918 -9239.07918
7 8 9 10 11 12
-19792.42568 -29349.52277 -21412.60044 421.82675 13456.70053 -9361.33830
13 14 15 16 17 18
-10707.55253 -24965.73522 -31157.79291 -26152.94676 -15292.19676 -13800.69676
19 20 21 22 23 24
-10576.04326 -11215.14035 -18391.21802 -33962.79084 -29151.91705 -15497.95588
25 26 27 28 29 30
-11317.17011 -2719.35280 -9098.41049 -15602.56434 -27596.81434 -16199.31434
31 32 33 34 35 36
13698.33916 6090.24207 -15182.83560 -16016.40842 -20603.53463 -34823.57347
37 38 39 40 41 42
-30136.78769 -15130.97038 -18439.02807 -21552.18192 -21798.43192 -22469.93192
43 44 45 46 47 48
-36279.27843 -28188.37551 -18649.45318 -18922.02600 -18276.15221 -13246.19105
49 50 51 52 53 54
-25272.40527 -33335.58796 -32425.64566 -15433.79950 -21340.04950 -17632.54950
55 56 57 58 59 60
-21696.89601 -24872.99309 -33784.07076 -30959.64358 -17390.76979 -21598.80863
61 62 63 64 65 66
-16430.02285 -25348.20554 -34531.26324 -37830.41708 -37702.66708 -26759.16708
67 68 69 70 71 72
-28074.51359 -19741.61068 -18026.68835 -34666.26116 -33219.38737 -36840.42621
73 74 75 76 77 78
-22086.64043 -16746.82313 -17277.88082 -20524.03466 -28514.28466 -37007.78466
79 80 81 82 83 84
-35679.13117 -23235.22826 -22294.30593 -17520.87874 -24725.00496 -29520.04379
85 86 87 88 89 90
-36713.25801 -32308.44071 -23868.49840 -20946.65225 -17962.90225 -18420.40225
91 92 93 94 95 96
-28839.74875 -38743.84584 -28296.92351 -24057.49632 -20074.62254 -20383.66137
97 98 99 100 101 102
-19514.87560 -29180.05829 -34811.11598 -37336.26983 -26369.51983 -21914.01983
103 104 105 106 107 108
-24963.36633 -22532.46342 -28052.54109 -34226.11390 -31124.24012 -25853.27895
109 110 111 112 113 114
-20711.49318 -15798.67587 -11631.73356 -23688.88741 -29275.13741 -23724.63741
115 116 117 118 119 120
-5814.98391 -500.08100 6501.84133 -3970.73149 -22708.85770 -33351.89653
121 122 123 124 125 126
-22870.11076 -11042.29345 -15498.35114 -8384.50499 -12636.75499 -26310.25499
127 128 129 130 131 132
-19401.60149 -23137.69858 -6149.77625 -8879.34907 -7939.47528 -15992.51412
133 134 135 136 137 138
-25401.72834 -32877.91103 -23423.96872 -15269.12257 -10229.37257 -2889.87257
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835 836 837 838 839 840
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847 848 849 850 851 852
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853 854 855 856 857 858
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865 866 867 868 869 870
61346.59920 59637.41651 26024.35881 1392.20497 -20962.04503 8324.45497
871 872 873 874 875 876
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877 878 879 880 881 882
12142.98162 42500.79892 53770.74123 39016.58739 35005.33739 -2618.16261
883 884 885 886 887 888
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889 890 891 892 893 894
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895 896 897 898 899 900
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901 902 903 904 905 906
35540.74645 30494.56376 14263.50607 -26389.64778 -710.89778 29350.60222
907 908 909 910 911 912
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913 914 915 916 917 918
26841.12887 16614.94618 9007.88849 2183.73464 -4123.51536 -17531.01536
919 920 921 922 923 924
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925 926 927 928 929 930
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931 932 933 934 935 936
12505.02055 -9574.07653 18013.84580 39207.27298 22845.14677 32602.10793
937 938 939 940 941 942
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943 944 945 946 947 948
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955 956 957 958 959 960
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961 962 963 964 965 966
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967 968 969 970 971 972
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973 974 975 976 977 978
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979 980 981 982 983 984
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985 986 987 988 989 990
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991 992 993 994 995 996
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997 998 999 1000 1001 1002
15417.80580 24495.62311 26740.56542 18982.41157 7895.16157 -14242.33843
1003 1004 1005 1006 1007 1008
16376.31507 48578.21798 36303.14031 49700.56749 27037.44128 3498.40245
1009 1010 1011 1012 1013 1014
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1015 1016 1017 1018 1019 1020
4552.69749 -18701.39960 12250.52273 150416.94991 201018.82370 226500.78486
1021 1022 1023 1024 1025 1026
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1027 1028 1029 1030 1031 1032
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1033 1034 1035 1036 1037 1038
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1039 1040 1041 1042 1043 1044
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1045 1046 1047 1048 1049 1050
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1051 1052 1053 1054 1055 1056
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1057 1058 1059 1060 1061 1062
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1063 1064 1065 1066 1067 1068
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1069 1070 1071 1072 1073 1074
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1075 1076 1077 1078 1079 1080
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1087 1088 1089 1090 1091 1092
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1093 1094 1095 1096 1097 1098
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1105 1106 1107 1108 1109 1110
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1123 1124 1125 1126 1127 1128
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1171 1172 1173 1174 1175 1176
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1177 1178 1179 1180 1181 1182
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1183 1184 1185 1186 1187 1188
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1189 1190 1191 1192 1193 1194
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1195 1196 1197 1198 1199 1200
-21707.56623 -21679.66332 -38440.74099 -55214.31381 -53393.44002 -25400.47886
1201 1202 1203 1204 1205 1206
-8457.69308 -14945.87577 -16732.93346 -37200.08731 -54481.33731 -24981.83731
1207 1208 1209 1210 1211 1212
830.81618 18000.71910 8956.64143 -5867.93139 -24793.05760 -57543.09644
1213 1214 1215 1216 1217 1218
-21777.31066 5937.50665 -5354.55105 -7238.70489 -2945.95489 -19076.45489
1219 1220 1221 1222 1223 1224
-48292.80140 -16330.89848 17211.02385 13440.45103 21962.32482 11187.28598
1225 1226 1227 1228 1229 1230
8265.07176 -4898.11094 40146.83137 131899.67753 43195.42753 38679.92753
1231 1232 1233 1234 1235 1236
15070.58102 -18409.51607 -24115.59374 2524.83345 48186.70723 70812.66840
1237 1238 1239 1240 1241 1242
37292.45418 7281.27148 7737.21379 -23222.94005 23094.80995 57321.30995
> postscript(file="/var/wessaorg/rcomp/tmp/6bnyb1353935344.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 = 1242
Frequency = 1
lag(myerror, k = 1) myerror
0 -33005.93495 NA
1 -26358.11764 -33005.93495
2 -8306.17533 -26358.11764
3 20487.67082 -8306.17533
4 -6459.57918 20487.67082
5 -9239.07918 -6459.57918
6 -19792.42568 -9239.07918
7 -29349.52277 -19792.42568
8 -21412.60044 -29349.52277
9 421.82675 -21412.60044
10 13456.70053 421.82675
11 -9361.33830 13456.70053
12 -10707.55253 -9361.33830
13 -24965.73522 -10707.55253
14 -31157.79291 -24965.73522
15 -26152.94676 -31157.79291
16 -15292.19676 -26152.94676
17 -13800.69676 -15292.19676
18 -10576.04326 -13800.69676
19 -11215.14035 -10576.04326
20 -18391.21802 -11215.14035
21 -33962.79084 -18391.21802
22 -29151.91705 -33962.79084
23 -15497.95588 -29151.91705
24 -11317.17011 -15497.95588
25 -2719.35280 -11317.17011
26 -9098.41049 -2719.35280
27 -15602.56434 -9098.41049
28 -27596.81434 -15602.56434
29 -16199.31434 -27596.81434
30 13698.33916 -16199.31434
31 6090.24207 13698.33916
32 -15182.83560 6090.24207
33 -16016.40842 -15182.83560
34 -20603.53463 -16016.40842
35 -34823.57347 -20603.53463
36 -30136.78769 -34823.57347
37 -15130.97038 -30136.78769
38 -18439.02807 -15130.97038
39 -21552.18192 -18439.02807
40 -21798.43192 -21552.18192
41 -22469.93192 -21798.43192
42 -36279.27843 -22469.93192
43 -28188.37551 -36279.27843
44 -18649.45318 -28188.37551
45 -18922.02600 -18649.45318
46 -18276.15221 -18922.02600
47 -13246.19105 -18276.15221
48 -25272.40527 -13246.19105
49 -33335.58796 -25272.40527
50 -32425.64566 -33335.58796
51 -15433.79950 -32425.64566
52 -21340.04950 -15433.79950
53 -17632.54950 -21340.04950
54 -21696.89601 -17632.54950
55 -24872.99309 -21696.89601
56 -33784.07076 -24872.99309
57 -30959.64358 -33784.07076
58 -17390.76979 -30959.64358
59 -21598.80863 -17390.76979
60 -16430.02285 -21598.80863
61 -25348.20554 -16430.02285
62 -34531.26324 -25348.20554
63 -37830.41708 -34531.26324
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66 -28074.51359 -26759.16708
67 -19741.61068 -28074.51359
68 -18026.68835 -19741.61068
69 -34666.26116 -18026.68835
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73 -16746.82313 -22086.64043
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82 -24725.00496 -17520.87874
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84 -36713.25801 -29520.04379
85 -32308.44071 -36713.25801
86 -23868.49840 -32308.44071
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89 -18420.40225 -17962.90225
90 -28839.74875 -18420.40225
91 -38743.84584 -28839.74875
92 -28296.92351 -38743.84584
93 -24057.49632 -28296.92351
94 -20074.62254 -24057.49632
95 -20383.66137 -20074.62254
96 -19514.87560 -20383.66137
97 -29180.05829 -19514.87560
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99 -37336.26983 -34811.11598
100 -26369.51983 -37336.26983
101 -21914.01983 -26369.51983
102 -24963.36633 -21914.01983
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104 -28052.54109 -22532.46342
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107 -25853.27895 -31124.24012
108 -20711.49318 -25853.27895
109 -15798.67587 -20711.49318
110 -11631.73356 -15798.67587
111 -23688.88741 -11631.73356
112 -29275.13741 -23688.88741
113 -23724.63741 -29275.13741
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115 -500.08100 -5814.98391
116 6501.84133 -500.08100
117 -3970.73149 6501.84133
118 -22708.85770 -3970.73149
119 -33351.89653 -22708.85770
120 -22870.11076 -33351.89653
121 -11042.29345 -22870.11076
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123 -8384.50499 -15498.35114
124 -12636.75499 -8384.50499
125 -26310.25499 -12636.75499
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127 -23137.69858 -19401.60149
128 -6149.77625 -23137.69858
129 -8879.34907 -6149.77625
130 -7939.47528 -8879.34907
131 -15992.51412 -7939.47528
132 -25401.72834 -15992.51412
133 -32877.91103 -25401.72834
134 -23423.96872 -32877.91103
135 -15269.12257 -23423.96872
136 -10229.37257 -15269.12257
137 -2889.87257 -10229.37257
138 16380.78092 -2889.87257
139 7571.68384 16380.78092
140 -7880.39383 7571.68384
141 10510.03335 -7880.39383
142 35291.90714 10510.03335
143 30496.86830 35291.90714
144 36519.65408 30496.86830
145 1168.47139 36519.65408
146 -17705.58631 1168.47139
147 -24609.74015 -17705.58631
148 10681.00985 -24609.74015
149 43625.50985 10681.00985
150 28534.16334 43625.50985
151 30698.06626 28534.16334
152 24163.98859 30698.06626
153 15587.41577 24163.98859
154 -9692.71044 15587.41577
155 10983.25072 -9692.71044
156 39167.03650 10983.25072
157 30622.85380 39167.03650
158 22188.79611 30622.85380
159 19129.64227 22188.79611
160 5265.39227 19129.64227
161 -10037.10773 5265.39227
162 18205.54576 -10037.10773
163 37350.44867 18205.54576
164 11272.37100 37350.44867
165 1520.79819 11272.37100
166 -1545.32803 1520.79819
167 -1988.36686 -1545.32803
168 -6725.58108 -1988.36686
169 6117.23622 -6725.58108
170 44861.17853 6117.23622
171 29787.02469 44861.17853
172 24867.77469 29787.02469
173 20939.27469 24867.77469
174 3924.92818 20939.27469
175 -8595.16891 3924.92818
176 9780.75342 -8595.16891
177 37570.18061 9780.75342
178 23157.05439 37570.18061
179 15398.01556 23157.05439
180 6281.80133 15398.01556
181 -6721.38136 6281.80133
182 -10190.43905 -6721.38136
183 11421.40710 -10190.43905
184 33282.15710 11421.40710
185 34293.65710 33282.15710
186 46596.31060 34293.65710
187 44942.21351 46596.31060
188 18650.13584 44942.21351
189 -3570.43697 18650.13584
190 16326.43681 -3570.43697
191 41408.39798 16326.43681
192 52050.18375 41408.39798
193 46737.00106 52050.18375
194 41505.94337 46737.00106
195 15697.78952 41505.94337
196 -5695.46048 15697.78952
197 5516.03952 -5695.46048
198 30687.69302 5516.03952
199 30662.59593 30687.69302
200 37691.51826 30662.59593
201 28767.94544 37691.51826
202 -2039.18077 28767.94544
203 -17541.21960 -2039.18077
204 1804.56617 -17541.21960
205 20655.38348 1804.56617
206 23754.32579 20655.38348
207 3767.17194 23754.32579
208 -5797.07806 3767.17194
209 -20939.57806 -5797.07806
210 -38006.92456 -20939.57806
211 -31064.02165 -38006.92456
212 -31244.09932 -31064.02165
213 -36829.67214 -31244.09932
214 -27319.79835 -36829.67214
215 -24585.83719 -27319.79835
216 -30711.05141 -24585.83719
217 -31379.23410 -30711.05141
218 -33219.29179 -31379.23410
219 -37719.44564 -33219.29179
220 -29555.69564 -37719.44564
221 -11964.19564 -29555.69564
222 -8712.54215 -11964.19564
223 -16027.63923 -8712.54215
224 -21600.71690 -16027.63923
225 -14504.28972 -21600.71690
226 -1389.41593 -14504.28972
227 2652.54523 -1389.41593
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234 12864.84027 3980.18678
235 15749.74319 12864.84027
236 11992.66552 15749.74319
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238 -26510.03351 -6436.90730
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242 14422.47304 19092.53074
243 13633.31920 14422.47304
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246 -3711.77731 -19057.43080
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252 -22474.90415 -5935.68993
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260 -1241.56965 -19725.49198
261 22434.85754 -1241.56965
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264 15657.47827 27470.69249
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280 -10096.78355 856.46645
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286 6161.49616 24018.62237
287 -19539.54267 6161.49616
288 -5239.75690 -19539.54267
289 22822.06041 -5239.75690
290 24399.00272 22822.06041
291 22114.84887 24399.00272
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297 27334.00479 21012.57761
298 14095.87858 27334.00479
299 1504.83974 14095.87858
300 -14313.37448 1504.83974
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318 26459.51720 25610.86371
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324 40403.39036 6906.60458
325 45877.20767 40403.39036
326 43636.14997 45877.20767
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328 11254.74613 36545.99613
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330 19147.89962 918.24613
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335 1650.98700 36537.02584
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338 46684.53239 15576.59008
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1099 -36960.72267 -26468.62558
1100 -25312.80034 -36960.72267
1101 -2329.37316 -25312.80034
1102 14336.50063 -2329.37316
1103 57681.46179 14336.50063
1104 -9988.75243 57681.46179
1105 -20988.93512 -9988.75243
1106 -38901.99281 -20988.93512
1107 -7785.14666 -38901.99281
1108 -18551.39666 -7785.14666
1109 -13989.89666 -18551.39666
1110 -21311.24317 -13989.89666
1111 -18987.34025 -21311.24317
1112 -39325.41792 -18987.34025
1113 -59649.99074 -39325.41792
1114 -45975.11695 -59649.99074
1115 -23295.15579 -45975.11695
1116 -18367.37001 -23295.15579
1117 -18020.55270 -18367.37001
1118 -27683.61040 -18020.55270
1119 -39954.76424 -27683.61040
1120 -58624.01424 -39954.76424
1121 -46692.51424 -58624.01424
1122 -24644.86075 -46692.51424
1123 -29475.95783 -24644.86075
1124 -29602.03550 -29475.95783
1125 -35108.60832 -29602.03550
1126 -46317.73453 -35108.60832
1127 -70202.77337 -46317.73453
1128 -49228.98759 -70202.77337
1129 -26213.17028 -49228.98759
1130 -34274.22798 -26213.17028
1131 -34503.38182 -34274.22798
1132 -31786.63182 -34503.38182
1133 -49652.13182 -31786.63182
1134 -67867.47833 -49652.13182
1135 -57079.57542 -67867.47833
1136 -36139.65309 -57079.57542
1137 -29791.22590 -36139.65309
1138 -27543.35211 -29791.22590
1139 -36022.39095 -27543.35211
1140 -45299.60517 -36022.39095
1141 -62920.78787 -45299.60517
1142 -53119.84556 -62920.78787
1143 -29799.99940 -53119.84556
1144 -24786.24940 -29799.99940
1145 -28580.74940 -24786.24940
1146 -31952.09591 -28580.74940
1147 -45433.19300 -31952.09591
1148 -58376.27067 -45433.19300
1149 -54670.84348 -58376.27067
1150 -23773.96970 -54670.84348
1151 -22321.00853 -23773.96970
1152 -30236.22275 -22321.00853
1153 -31277.40545 -30236.22275
1154 -36214.46314 -31277.40545
1155 -62502.61699 -36214.46314
1156 -49746.86699 -62502.61699
1157 -22035.36699 -49746.86699
1158 -32774.71349 -22035.36699
1159 -26765.81058 -32774.71349
1160 -28520.88825 -26765.81058
1161 -45962.46106 -28520.88825
1162 -57304.58728 -45962.46106
1163 -54036.62611 -57304.58728
1164 -29617.84034 -54036.62611
1165 -24812.02303 -29617.84034
1166 -20430.08072 -24812.02303
1167 -24104.23457 -20430.08072
1168 -39996.48457 -24104.23457
1169 -59490.98457 -39996.48457
1170 -61232.33107 -59490.98457
1171 -26761.42816 -61232.33107
1172 -17916.50583 -26761.42816
1173 -27294.07864 -17916.50583
1174 -29906.20486 -27294.07864
1175 -43432.24369 -29906.20486
1176 -53696.45792 -43432.24369
1177 -38397.64061 -53696.45792
1178 -18556.69830 -38397.64061
1179 -16809.85215 -18556.69830
1180 -20982.10215 -16809.85215
1181 -14977.60215 -20982.10215
1182 -34581.94865 -14977.60215
1183 -65606.04574 -34581.94865
1184 -45493.12341 -65606.04574
1185 -26996.69623 -45493.12341
1186 -27578.82244 -26996.69623
1187 -28822.86127 -27578.82244
1188 -23761.07550 -28822.86127
1189 -33694.25819 -23761.07550
1190 -65464.31588 -33694.25819
1191 -43559.46973 -65464.31588
1192 -32538.71973 -43559.46973
1193 -24692.21973 -32538.71973
1194 -21707.56623 -24692.21973
1195 -21679.66332 -21707.56623
1196 -38440.74099 -21679.66332
1197 -55214.31381 -38440.74099
1198 -53393.44002 -55214.31381
1199 -25400.47886 -53393.44002
1200 -8457.69308 -25400.47886
1201 -14945.87577 -8457.69308
1202 -16732.93346 -14945.87577
1203 -37200.08731 -16732.93346
1204 -54481.33731 -37200.08731
1205 -24981.83731 -54481.33731
1206 830.81618 -24981.83731
1207 18000.71910 830.81618
1208 8956.64143 18000.71910
1209 -5867.93139 8956.64143
1210 -24793.05760 -5867.93139
1211 -57543.09644 -24793.05760
1212 -21777.31066 -57543.09644
1213 5937.50665 -21777.31066
1214 -5354.55105 5937.50665
1215 -7238.70489 -5354.55105
1216 -2945.95489 -7238.70489
1217 -19076.45489 -2945.95489
1218 -48292.80140 -19076.45489
1219 -16330.89848 -48292.80140
1220 17211.02385 -16330.89848
1221 13440.45103 17211.02385
1222 21962.32482 13440.45103
1223 11187.28598 21962.32482
1224 8265.07176 11187.28598
1225 -4898.11094 8265.07176
1226 40146.83137 -4898.11094
1227 131899.67753 40146.83137
1228 43195.42753 131899.67753
1229 38679.92753 43195.42753
1230 15070.58102 38679.92753
1231 -18409.51607 15070.58102
1232 -24115.59374 -18409.51607
1233 2524.83345 -24115.59374
1234 48186.70723 2524.83345
1235 70812.66840 48186.70723
1236 37292.45418 70812.66840
1237 7281.27148 37292.45418
1238 7737.21379 7281.27148
1239 -23222.94005 7737.21379
1240 23094.80995 -23222.94005
1241 57321.30995 23094.80995
1242 NA 57321.30995
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] -26358.11764 -33005.93495
[2,] -8306.17533 -26358.11764
[3,] 20487.67082 -8306.17533
[4,] -6459.57918 20487.67082
[5,] -9239.07918 -6459.57918
[6,] -19792.42568 -9239.07918
[7,] -29349.52277 -19792.42568
[8,] -21412.60044 -29349.52277
[9,] 421.82675 -21412.60044
[10,] 13456.70053 421.82675
[11,] -9361.33830 13456.70053
[12,] -10707.55253 -9361.33830
[13,] -24965.73522 -10707.55253
[14,] -31157.79291 -24965.73522
[15,] -26152.94676 -31157.79291
[16,] -15292.19676 -26152.94676
[17,] -13800.69676 -15292.19676
[18,] -10576.04326 -13800.69676
[19,] -11215.14035 -10576.04326
[20,] -18391.21802 -11215.14035
[21,] -33962.79084 -18391.21802
[22,] -29151.91705 -33962.79084
[23,] -15497.95588 -29151.91705
[24,] -11317.17011 -15497.95588
[25,] -2719.35280 -11317.17011
[26,] -9098.41049 -2719.35280
[27,] -15602.56434 -9098.41049
[28,] -27596.81434 -15602.56434
[29,] -16199.31434 -27596.81434
[30,] 13698.33916 -16199.31434
[31,] 6090.24207 13698.33916
[32,] -15182.83560 6090.24207
[33,] -16016.40842 -15182.83560
[34,] -20603.53463 -16016.40842
[35,] -34823.57347 -20603.53463
[36,] -30136.78769 -34823.57347
[37,] -15130.97038 -30136.78769
[38,] -18439.02807 -15130.97038
[39,] -21552.18192 -18439.02807
[40,] -21798.43192 -21552.18192
[41,] -22469.93192 -21798.43192
[42,] -36279.27843 -22469.93192
[43,] -28188.37551 -36279.27843
[44,] -18649.45318 -28188.37551
[45,] -18922.02600 -18649.45318
[46,] -18276.15221 -18922.02600
[47,] -13246.19105 -18276.15221
[48,] -25272.40527 -13246.19105
[49,] -33335.58796 -25272.40527
[50,] -32425.64566 -33335.58796
[51,] -15433.79950 -32425.64566
[52,] -21340.04950 -15433.79950
[53,] -17632.54950 -21340.04950
[54,] -21696.89601 -17632.54950
[55,] -24872.99309 -21696.89601
[56,] -33784.07076 -24872.99309
[57,] -30959.64358 -33784.07076
[58,] -17390.76979 -30959.64358
[59,] -21598.80863 -17390.76979
[60,] -16430.02285 -21598.80863
[61,] -25348.20554 -16430.02285
[62,] -34531.26324 -25348.20554
[63,] -37830.41708 -34531.26324
[64,] -37702.66708 -37830.41708
[65,] -26759.16708 -37702.66708
[66,] -28074.51359 -26759.16708
[67,] -19741.61068 -28074.51359
[68,] -18026.68835 -19741.61068
[69,] -34666.26116 -18026.68835
[70,] -33219.38737 -34666.26116
[71,] -36840.42621 -33219.38737
[72,] -22086.64043 -36840.42621
[73,] -16746.82313 -22086.64043
[74,] -17277.88082 -16746.82313
[75,] -20524.03466 -17277.88082
[76,] -28514.28466 -20524.03466
[77,] -37007.78466 -28514.28466
[78,] -35679.13117 -37007.78466
[79,] -23235.22826 -35679.13117
[80,] -22294.30593 -23235.22826
[81,] -17520.87874 -22294.30593
[82,] -24725.00496 -17520.87874
[83,] -29520.04379 -24725.00496
[84,] -36713.25801 -29520.04379
[85,] -32308.44071 -36713.25801
[86,] -23868.49840 -32308.44071
[87,] -20946.65225 -23868.49840
[88,] -17962.90225 -20946.65225
[89,] -18420.40225 -17962.90225
[90,] -28839.74875 -18420.40225
[91,] -38743.84584 -28839.74875
[92,] -28296.92351 -38743.84584
[93,] -24057.49632 -28296.92351
[94,] -20074.62254 -24057.49632
[95,] -20383.66137 -20074.62254
[96,] -19514.87560 -20383.66137
[97,] -29180.05829 -19514.87560
[98,] -34811.11598 -29180.05829
[99,] -37336.26983 -34811.11598
[100,] -26369.51983 -37336.26983
[101,] -21914.01983 -26369.51983
[102,] -24963.36633 -21914.01983
[103,] -22532.46342 -24963.36633
[104,] -28052.54109 -22532.46342
[105,] -34226.11390 -28052.54109
[106,] -31124.24012 -34226.11390
[107,] -25853.27895 -31124.24012
[108,] -20711.49318 -25853.27895
[109,] -15798.67587 -20711.49318
[110,] -11631.73356 -15798.67587
[111,] -23688.88741 -11631.73356
[112,] -29275.13741 -23688.88741
[113,] -23724.63741 -29275.13741
[114,] -5814.98391 -23724.63741
[115,] -500.08100 -5814.98391
[116,] 6501.84133 -500.08100
[117,] -3970.73149 6501.84133
[118,] -22708.85770 -3970.73149
[119,] -33351.89653 -22708.85770
[120,] -22870.11076 -33351.89653
[121,] -11042.29345 -22870.11076
[122,] -15498.35114 -11042.29345
[123,] -8384.50499 -15498.35114
[124,] -12636.75499 -8384.50499
[125,] -26310.25499 -12636.75499
[126,] -19401.60149 -26310.25499
[127,] -23137.69858 -19401.60149
[128,] -6149.77625 -23137.69858
[129,] -8879.34907 -6149.77625
[130,] -7939.47528 -8879.34907
[131,] -15992.51412 -7939.47528
[132,] -25401.72834 -15992.51412
[133,] -32877.91103 -25401.72834
[134,] -23423.96872 -32877.91103
[135,] -15269.12257 -23423.96872
[136,] -10229.37257 -15269.12257
[137,] -2889.87257 -10229.37257
[138,] 16380.78092 -2889.87257
[139,] 7571.68384 16380.78092
[140,] -7880.39383 7571.68384
[141,] 10510.03335 -7880.39383
[142,] 35291.90714 10510.03335
[143,] 30496.86830 35291.90714
[144,] 36519.65408 30496.86830
[145,] 1168.47139 36519.65408
[146,] -17705.58631 1168.47139
[147,] -24609.74015 -17705.58631
[148,] 10681.00985 -24609.74015
[149,] 43625.50985 10681.00985
[150,] 28534.16334 43625.50985
[151,] 30698.06626 28534.16334
[152,] 24163.98859 30698.06626
[153,] 15587.41577 24163.98859
[154,] -9692.71044 15587.41577
[155,] 10983.25072 -9692.71044
[156,] 39167.03650 10983.25072
[157,] 30622.85380 39167.03650
[158,] 22188.79611 30622.85380
[159,] 19129.64227 22188.79611
[160,] 5265.39227 19129.64227
[161,] -10037.10773 5265.39227
[162,] 18205.54576 -10037.10773
[163,] 37350.44867 18205.54576
[164,] 11272.37100 37350.44867
[165,] 1520.79819 11272.37100
[166,] -1545.32803 1520.79819
[167,] -1988.36686 -1545.32803
[168,] -6725.58108 -1988.36686
[169,] 6117.23622 -6725.58108
[170,] 44861.17853 6117.23622
[171,] 29787.02469 44861.17853
[172,] 24867.77469 29787.02469
[173,] 20939.27469 24867.77469
[174,] 3924.92818 20939.27469
[175,] -8595.16891 3924.92818
[176,] 9780.75342 -8595.16891
[177,] 37570.18061 9780.75342
[178,] 23157.05439 37570.18061
[179,] 15398.01556 23157.05439
[180,] 6281.80133 15398.01556
[181,] -6721.38136 6281.80133
[182,] -10190.43905 -6721.38136
[183,] 11421.40710 -10190.43905
[184,] 33282.15710 11421.40710
[185,] 34293.65710 33282.15710
[186,] 46596.31060 34293.65710
[187,] 44942.21351 46596.31060
[188,] 18650.13584 44942.21351
[189,] -3570.43697 18650.13584
[190,] 16326.43681 -3570.43697
[191,] 41408.39798 16326.43681
[192,] 52050.18375 41408.39798
[193,] 46737.00106 52050.18375
[194,] 41505.94337 46737.00106
[195,] 15697.78952 41505.94337
[196,] -5695.46048 15697.78952
[197,] 5516.03952 -5695.46048
[198,] 30687.69302 5516.03952
[199,] 30662.59593 30687.69302
[200,] 37691.51826 30662.59593
[201,] 28767.94544 37691.51826
[202,] -2039.18077 28767.94544
[203,] -17541.21960 -2039.18077
[204,] 1804.56617 -17541.21960
[205,] 20655.38348 1804.56617
[206,] 23754.32579 20655.38348
[207,] 3767.17194 23754.32579
[208,] -5797.07806 3767.17194
[209,] -20939.57806 -5797.07806
[210,] -38006.92456 -20939.57806
[211,] -31064.02165 -38006.92456
[212,] -31244.09932 -31064.02165
[213,] -36829.67214 -31244.09932
[214,] -27319.79835 -36829.67214
[215,] -24585.83719 -27319.79835
[216,] -30711.05141 -24585.83719
[217,] -31379.23410 -30711.05141
[218,] -33219.29179 -31379.23410
[219,] -37719.44564 -33219.29179
[220,] -29555.69564 -37719.44564
[221,] -11964.19564 -29555.69564
[222,] -8712.54215 -11964.19564
[223,] -16027.63923 -8712.54215
[224,] -21600.71690 -16027.63923
[225,] -14504.28972 -21600.71690
[226,] -1389.41593 -14504.28972
[227,] 2652.54523 -1389.41593
[228,] 4884.33101 2652.54523
[229,] 4750.14832 4884.33101
[230,] -13402.90938 4750.14832
[231,] -25300.06322 -13402.90938
[232,] -13745.31322 -25300.06322
[233,] 3980.18678 -13745.31322
[234,] 12864.84027 3980.18678
[235,] 15749.74319 12864.84027
[236,] 11992.66552 15749.74319
[237,] -6436.90730 11992.66552
[238,] -26510.03351 -6436.90730
[239,] -15018.07235 -26510.03351
[240,] 15701.71343 -15018.07235
[241,] 19092.53074 15701.71343
[242,] 14422.47304 19092.53074
[243,] 13633.31920 14422.47304
[244,] -7172.93080 13633.31920
[245,] -19057.43080 -7172.93080
[246,] -3711.77731 -19057.43080
[247,] 21709.12560 -3711.77731
[248,] 25507.04793 21709.12560
[249,] 23845.47512 25507.04793
[250,] 8097.34891 23845.47512
[251,] -5935.68993 8097.34891
[252,] -22474.90415 -5935.68993
[253,] -5013.08685 -22474.90415
[254,] 19286.85546 -5013.08685
[255,] 22581.70162 19286.85546
[256,] 24444.45162 22581.70162
[257,] 15068.95162 24444.45162
[258,] 2914.60511 15068.95162
[259,] -19725.49198 2914.60511
[260,] -1241.56965 -19725.49198
[261,] 22434.85754 -1241.56965
[262,] 26711.73132 22434.85754
[263,] 27470.69249 26711.73132
[264,] 15657.47827 27470.69249
[265,] 4844.29557 15657.47827
[266,] -16433.76212 4844.29557
[267,] 3095.08403 -16433.76212
[268,] 25783.83403 3095.08403
[269,] 24125.33403 25783.83403
[270,] 23931.98753 24125.33403
[271,] 16750.89044 23931.98753
[272,] 14862.81277 16750.89044
[273,] -8318.76004 14862.81277
[274,] 10429.11374 -8318.76004
[275,] 43041.07491 10429.11374
[276,] 28130.86068 43041.07491
[277,] 34298.67799 28130.86068
[278,] 28159.62030 34298.67799
[279,] 856.46645 28159.62030
[280,] -10096.78355 856.46645
[281,] 8242.71645 -10096.78355
[282,] 29009.36995 8242.71645
[283,] 24578.27286 29009.36995
[284,] 24532.19519 24578.27286
[285,] 24018.62237 24532.19519
[286,] 6161.49616 24018.62237
[287,] -19539.54267 6161.49616
[288,] -5239.75690 -19539.54267
[289,] 22822.06041 -5239.75690
[290,] 24399.00272 22822.06041
[291,] 22114.84887 24399.00272
[292,] 21867.59887 22114.84887
[293,] -2058.90113 21867.59887
[294,] -20595.24763 -2058.90113
[295,] -4520.34472 -20595.24763
[296,] 21012.57761 -4520.34472
[297,] 27334.00479 21012.57761
[298,] 14095.87858 27334.00479
[299,] 1504.83974 14095.87858
[300,] -14313.37448 1504.83974
[301,] -25928.55717 -14313.37448
[302,] -15779.61486 -25928.55717
[303,] 3402.23129 -15779.61486
[304,] 11832.98129 3402.23129
[305,] 13511.48129 11832.98129
[306,] 21569.13478 13511.48129
[307,] -7852.96230 21569.13478
[308,] -15349.03997 -7852.96230
[309,] 1012.38721 -15349.03997
[310,] 13379.26100 1012.38721
[311,] 16674.22216 13379.26100
[312,] 16903.00794 16674.22216
[313,] 18424.82525 16903.00794
[314,] 1258.76756 18424.82525
[315,] -20757.38629 1258.76756
[316,] -5517.63629 -20757.38629
[317,] 25610.86371 -5517.63629
[318,] 26459.51720 25610.86371
[319,] 21735.42012 26459.51720
[320,] 18885.34245 21735.42012
[321,] 1443.76963 18885.34245
[322,] -3891.35658 1443.76963
[323,] 6906.60458 -3891.35658
[324,] 40403.39036 6906.60458
[325,] 45877.20767 40403.39036
[326,] 43636.14997 45877.20767
[327,] 36545.99613 43636.14997
[328,] 11254.74613 36545.99613
[329,] 918.24613 11254.74613
[330,] 19147.89962 918.24613
[331,] 55060.80253 19147.89962
[332,] 41851.72486 55060.80253
[333,] 39229.15205 41851.72486
[334,] 36537.02584 39229.15205
[335,] 1650.98700 36537.02584
[336,] -13286.22722 1650.98700
[337,] 15576.59008 -13286.22722
[338,] 46684.53239 15576.59008
[339,] 40528.37855 46684.53239
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[815,] -5275.71625 -11320.67742
[816,] -6969.93048 -5275.71625
[817,] -15700.11317 -6969.93048
[818,] -29235.17086 -15700.11317
[819,] -44389.32471 -29235.17086
[820,] -31819.57471 -44389.32471
[821,] -6886.07471 -31819.57471
[822,] -8841.42121 -6886.07471
[823,] -4674.51830 -8841.42121
[824,] -7684.59597 -4674.51830
[825,] -29023.16879 -7684.59597
[826,] -42288.29500 -29023.16879
[827,] -33733.33383 -42288.29500
[828,] -5256.54806 -33733.33383
[829,] 6758.26925 -5256.54806
[830,] -661.78844 6758.26925
[831,] 1993.05771 -661.78844
[832,] -27330.19229 1993.05771
[833,] -44501.69229 -27330.19229
[834,] -28648.03879 -44501.69229
[835,] -852.13588 -28648.03879
[836,] 13946.78645 -852.13588
[837,] 9936.21363 13946.78645
[838,] 12664.08742 9936.21363
[839,] -16400.95142 12664.08742
[840,] -34862.16564 -16400.95142
[841,] -17988.34833 -34862.16564
[842,] -16.40602 -17988.34833
[843,] 3786.44013 -16.40602
[844,] 34057.19013 3786.44013
[845,] 11172.69013 34057.19013
[846,] -7336.65638 11172.69013
[847,] -25357.75346 -7336.65638
[848,] 2337.16887 -25357.75346
[849,] 16695.59605 2337.16887
[850,] 18355.46984 16695.59605
[851,] 24641.43100 18355.46984
[852,] 20678.21678 24641.43100
[853,] -9385.96591 20678.21678
[854,] -22280.02361 -9385.96591
[855,] -8091.17745 -22280.02361
[856,] 14303.57255 -8091.17745
[857,] 30774.07255 14303.57255
[858,] 31675.72604 30774.07255
[859,] 17446.62896 31675.72604
[860,] -4120.44871 17446.62896
[861,] -16622.02153 -4120.44871
[862,] 8320.85226 -16622.02153
[863,] 45604.81342 8320.85226
[864,] 61346.59920 45604.81342
[865,] 59637.41651 61346.59920
[866,] 26024.35881 59637.41651
[867,] 1392.20497 26024.35881
[868,] -20962.04503 1392.20497
[869,] 8324.45497 -20962.04503
[870,] 63720.10846 8324.45497
[871,] 43083.01137 63720.10846
[872,] 38603.93370 43083.01137
[873,] 20202.36089 38603.93370
[874,] -3101.76532 20202.36089
[875,] -21914.80416 -3101.76532
[876,] 12142.98162 -21914.80416
[877,] 42500.79892 12142.98162
[878,] 53770.74123 42500.79892
[879,] 39016.58739 53770.74123
[880,] 35005.33739 39016.58739
[881,] -2618.16261 35005.33739
[882,] -21287.50912 -2618.16261
[883,] 661.39379 -21287.50912
[884,] 21814.31612 661.39379
[885,] 37107.74331 21814.31612
[886,] 41678.61709 37107.74331
[887,] 28419.57826 41678.61709
[888,] -2991.63596 28419.57826
[889,] -16101.81866 -2991.63596
[890,] 14766.12365 -16101.81866
[891,] 64599.96980 14766.12365
[892,] 61202.71980 64599.96980
[893,] 55031.21980 61202.71980
[894,] 18151.87330 55031.21980
[895,] -8306.22379 18151.87330
[896,] -26428.30146 -8306.22379
[897,] 1761.12573 -26428.30146
[898,] 27157.99951 1761.12573
[899,] 31146.96068 27157.99951
[900,] 35540.74645 31146.96068
[901,] 30494.56376 35540.74645
[902,] 14263.50607 30494.56376
[903,] -26389.64778 14263.50607
[904,] -710.89778 -26389.64778
[905,] 29350.60222 -710.89778
[906,] 25472.25572 29350.60222
[907,] 30600.15863 25472.25572
[908,] 35360.08096 30600.15863
[909,] -2506.49186 35360.08096
[910,] -22900.61807 -2506.49186
[911,] 2235.34310 -22900.61807
[912,] 26841.12887 2235.34310
[913,] 16614.94618 26841.12887
[914,] 9007.88849 16614.94618
[915,] 2183.73464 9007.88849
[916,] -4123.51536 2183.73464
[917,] -17531.01536 -4123.51536
[918,] -1330.36186 -17531.01536
[919,] 34636.54105 -1330.36186
[920,] 45590.46338 34636.54105
[921,] 44943.89056 45590.46338
[922,] 51303.76435 44943.89056
[923,] 11824.72551 51303.76435
[924,] -14406.48871 11824.72551
[925,] 17019.32860 -14406.48871
[926,] 43802.27091 17019.32860
[927,] 41998.11706 43802.27091
[928,] 48479.86706 41998.11706
[929,] 29786.36706 48479.86706
[930,] 12505.02055 29786.36706
[931,] -9574.07653 12505.02055
[932,] 18013.84580 -9574.07653
[933,] 39207.27298 18013.84580
[934,] 22845.14677 39207.27298
[935,] 32602.10793 22845.14677
[936,] 14487.89371 32602.10793
[937,] -26416.28898 14487.89371
[938,] -41633.34667 -26416.28898
[939,] -35347.50052 -41633.34667
[940,] -14501.75052 -35347.50052
[941,] -30471.25052 -14501.75052
[942,] -42305.59703 -30471.25052
[943,] -60005.69411 -42305.59703
[944,] -66113.77178 -60005.69411
[945,] -59631.34460 -66113.77178
[946,] -51669.47081 -59631.34460
[947,] -42420.50965 -51669.47081
[948,] -39174.72387 -42420.50965
[949,] -32339.90656 -39174.72387
[950,] -59063.96426 -32339.90656
[951,] -58973.11810 -59063.96426
[952,] -51823.36810 -58973.11810
[953,] -40879.86810 -51823.36810
[954,] -17764.21461 -40879.86810
[955,] -20913.31170 -17764.21461
[956,] -3551.38937 -20913.31170
[957,] 4026.03782 -3551.38937
[958,] -17703.08839 4026.03782
[959,] -35661.12723 -17703.08839
[960,] -13218.34145 -35661.12723
[961,] 12894.47585 -13218.34145
[962,] 3818.41816 12894.47585
[963,] 519.26432 3818.41816
[964,] -2557.98568 519.26432
[965,] -26137.48568 -2557.98568
[966,] -24167.83219 -26137.48568
[967,] -27102.92928 -24167.83219
[968,] 7052.99305 -27102.92928
[969,] 13562.42024 7052.99305
[970,] 19548.29402 13562.42024
[971,] 12937.25519 19548.29402
[972,] -12252.95903 12937.25519
[973,] -32918.14173 -12252.95903
[974,] 18908.80058 -32918.14173
[975,] 77900.64673 18908.80058
[976,] 32210.39673 77900.64673
[977,] 28388.89673 32210.39673
[978,] 21253.55023 28388.89673
[979,] -6459.54686 21253.55023
[980,] -21537.62453 -6459.54686
[981,] -4936.19734 -21537.62453
[982,] 26146.67644 -4936.19734
[983,] 43219.63761 26146.67644
[984,] 35544.42338 43219.63761
[985,] 21127.24069 35544.42338
[986,] -11017.81700 21127.24069
[987,] -16879.97085 -11017.81700
[988,] 9786.77915 -16879.97085
[989,] 53838.27915 9786.77915
[990,] 58103.93265 53838.27915
[991,] 44461.83556 58103.93265
[992,] 26793.75789 44461.83556
[993,] -12541.81492 26793.75789
[994,] -31680.94114 -12541.81492
[995,] -7132.97997 -31680.94114
[996,] 15417.80580 -7132.97997
[997,] 24495.62311 15417.80580
[998,] 26740.56542 24495.62311
[999,] 18982.41157 26740.56542
[1000,] 7895.16157 18982.41157
[1001,] -14242.33843 7895.16157
[1002,] 16376.31507 -14242.33843
[1003,] 48578.21798 16376.31507
[1004,] 36303.14031 48578.21798
[1005,] 49700.56749 36303.14031
[1006,] 27037.44128 49700.56749
[1007,] 3498.40245 27037.44128
[1008,] -14802.81178 3498.40245
[1009,] 15635.00553 -14802.81178
[1010,] 57582.94784 15635.00553
[1011,] 55698.79399 57582.94784
[1012,] 65838.54399 55698.79399
[1013,] 30458.04399 65838.54399
[1014,] 4552.69749 30458.04399
[1015,] -18701.39960 4552.69749
[1016,] 12250.52273 -18701.39960
[1017,] 150416.94991 12250.52273
[1018,] 201018.82370 150416.94991
[1019,] 226500.78486 201018.82370
[1020,] 175626.57064 226500.78486
[1021,] 147938.38795 175626.57064
[1022,] 96436.33026 147938.38795
[1023,] 155988.17641 96436.33026
[1024,] 175846.92641 155988.17641
[1025,] 184360.42641 175846.92641
[1026,] 178641.07990 184360.42641
[1027,] 88823.98282 178641.07990
[1028,] -241.09485 88823.98282
[1029,] -25611.66767 -241.09485
[1030,] -161.79388 -25611.66767
[1031,] 39739.16728 -161.79388
[1032,] 43651.95306 39739.16728
[1033,] 45734.77037 43651.95306
[1034,] 32467.71267 45734.77037
[1035,] 14322.55883 32467.71267
[1036,] -18764.69117 14322.55883
[1037,] 5635.80883 -18764.69117
[1038,] 26268.46232 5635.80883
[1039,] 31129.36524 26268.46232
[1040,] 10123.28757 31129.36524
[1041,] 12039.71475 10123.28757
[1042,] -23493.41146 12039.71475
[1043,] -37099.45030 -23493.41146
[1044,] -23360.66452 -37099.45030
[1045,] 8226.15279 -23360.66452
[1046,] 33833.09509 8226.15279
[1047,] 26875.94125 33833.09509
[1048,] 15869.69125 26875.94125
[1049,] -5386.80875 15869.69125
[1050,] -24511.15526 -5386.80875
[1051,] -8916.25235 -24511.15526
[1052,] 28657.66998 -8916.25235
[1053,] 25234.09717 28657.66998
[1054,] 29617.97095 25234.09717
[1055,] 17372.93212 29617.97095
[1056,] -10566.28210 17372.93212
[1057,] -28295.46480 -10566.28210
[1058,] 7164.47751 -28295.46480
[1059,] 31152.32367 7164.47751
[1060,] 45617.07367 31152.32367
[1061,] 34106.57367 45617.07367
[1062,] 28920.22716 34106.57367
[1063,] 3236.13007 28920.22716
[1064,] -20839.94760 3236.13007
[1065,] 2970.47959 -20839.94760
[1066,] 46870.35337 2970.47959
[1067,] 38016.31454 46870.35337
[1068,] 39126.10031 38016.31454
[1069,] 19207.91762 39126.10031
[1070,] -20305.14007 19207.91762
[1071,] -23845.29392 -20305.14007
[1072,] -8205.54392 -23845.29392
[1073,] 32348.95608 -8205.54392
[1074,] 22463.60958 32348.95608
[1075,] 23479.51249 22463.60958
[1076,] 18306.43482 23479.51249
[1077,] -15154.13799 18306.43482
[1078,] -39046.26421 -15154.13799
[1079,] -15913.30304 -39046.26421
[1080,] 19266.48273 -15913.30304
[1081,] -2921.69996 19266.48273
[1082,] 14943.24235 -2921.69996
[1083,] 4381.08850 14943.24235
[1084,] -25983.16150 4381.08850
[1085,] -46331.66150 -25983.16150
[1086,] -27168.00800 -46331.66150
[1087,] 22121.89491 -27168.00800
[1088,] -10818.18276 22121.89491
[1089,] -4069.75558 -10818.18276
[1090,] -18936.88179 -4069.75558
[1091,] -30699.92062 -18936.88179
[1092,] -51751.13485 -30699.92062
[1093,] -30845.31754 -51751.13485
[1094,] 3573.62477 -30845.31754
[1095,] -6401.52908 3573.62477
[1096,] 7396.22092 -6401.52908
[1097,] -7132.27908 7396.22092
[1098,] -26468.62558 -7132.27908
[1099,] -36960.72267 -26468.62558
[1100,] -25312.80034 -36960.72267
[1101,] -2329.37316 -25312.80034
[1102,] 14336.50063 -2329.37316
[1103,] 57681.46179 14336.50063
[1104,] -9988.75243 57681.46179
[1105,] -20988.93512 -9988.75243
[1106,] -38901.99281 -20988.93512
[1107,] -7785.14666 -38901.99281
[1108,] -18551.39666 -7785.14666
[1109,] -13989.89666 -18551.39666
[1110,] -21311.24317 -13989.89666
[1111,] -18987.34025 -21311.24317
[1112,] -39325.41792 -18987.34025
[1113,] -59649.99074 -39325.41792
[1114,] -45975.11695 -59649.99074
[1115,] -23295.15579 -45975.11695
[1116,] -18367.37001 -23295.15579
[1117,] -18020.55270 -18367.37001
[1118,] -27683.61040 -18020.55270
[1119,] -39954.76424 -27683.61040
[1120,] -58624.01424 -39954.76424
[1121,] -46692.51424 -58624.01424
[1122,] -24644.86075 -46692.51424
[1123,] -29475.95783 -24644.86075
[1124,] -29602.03550 -29475.95783
[1125,] -35108.60832 -29602.03550
[1126,] -46317.73453 -35108.60832
[1127,] -70202.77337 -46317.73453
[1128,] -49228.98759 -70202.77337
[1129,] -26213.17028 -49228.98759
[1130,] -34274.22798 -26213.17028
[1131,] -34503.38182 -34274.22798
[1132,] -31786.63182 -34503.38182
[1133,] -49652.13182 -31786.63182
[1134,] -67867.47833 -49652.13182
[1135,] -57079.57542 -67867.47833
[1136,] -36139.65309 -57079.57542
[1137,] -29791.22590 -36139.65309
[1138,] -27543.35211 -29791.22590
[1139,] -36022.39095 -27543.35211
[1140,] -45299.60517 -36022.39095
[1141,] -62920.78787 -45299.60517
[1142,] -53119.84556 -62920.78787
[1143,] -29799.99940 -53119.84556
[1144,] -24786.24940 -29799.99940
[1145,] -28580.74940 -24786.24940
[1146,] -31952.09591 -28580.74940
[1147,] -45433.19300 -31952.09591
[1148,] -58376.27067 -45433.19300
[1149,] -54670.84348 -58376.27067
[1150,] -23773.96970 -54670.84348
[1151,] -22321.00853 -23773.96970
[1152,] -30236.22275 -22321.00853
[1153,] -31277.40545 -30236.22275
[1154,] -36214.46314 -31277.40545
[1155,] -62502.61699 -36214.46314
[1156,] -49746.86699 -62502.61699
[1157,] -22035.36699 -49746.86699
[1158,] -32774.71349 -22035.36699
[1159,] -26765.81058 -32774.71349
[1160,] -28520.88825 -26765.81058
[1161,] -45962.46106 -28520.88825
[1162,] -57304.58728 -45962.46106
[1163,] -54036.62611 -57304.58728
[1164,] -29617.84034 -54036.62611
[1165,] -24812.02303 -29617.84034
[1166,] -20430.08072 -24812.02303
[1167,] -24104.23457 -20430.08072
[1168,] -39996.48457 -24104.23457
[1169,] -59490.98457 -39996.48457
[1170,] -61232.33107 -59490.98457
[1171,] -26761.42816 -61232.33107
[1172,] -17916.50583 -26761.42816
[1173,] -27294.07864 -17916.50583
[1174,] -29906.20486 -27294.07864
[1175,] -43432.24369 -29906.20486
[1176,] -53696.45792 -43432.24369
[1177,] -38397.64061 -53696.45792
[1178,] -18556.69830 -38397.64061
[1179,] -16809.85215 -18556.69830
[1180,] -20982.10215 -16809.85215
[1181,] -14977.60215 -20982.10215
[1182,] -34581.94865 -14977.60215
[1183,] -65606.04574 -34581.94865
[1184,] -45493.12341 -65606.04574
[1185,] -26996.69623 -45493.12341
[1186,] -27578.82244 -26996.69623
[1187,] -28822.86127 -27578.82244
[1188,] -23761.07550 -28822.86127
[1189,] -33694.25819 -23761.07550
[1190,] -65464.31588 -33694.25819
[1191,] -43559.46973 -65464.31588
[1192,] -32538.71973 -43559.46973
[1193,] -24692.21973 -32538.71973
[1194,] -21707.56623 -24692.21973
[1195,] -21679.66332 -21707.56623
[1196,] -38440.74099 -21679.66332
[1197,] -55214.31381 -38440.74099
[1198,] -53393.44002 -55214.31381
[1199,] -25400.47886 -53393.44002
[1200,] -8457.69308 -25400.47886
[1201,] -14945.87577 -8457.69308
[1202,] -16732.93346 -14945.87577
[1203,] -37200.08731 -16732.93346
[1204,] -54481.33731 -37200.08731
[1205,] -24981.83731 -54481.33731
[1206,] 830.81618 -24981.83731
[1207,] 18000.71910 830.81618
[1208,] 8956.64143 18000.71910
[1209,] -5867.93139 8956.64143
[1210,] -24793.05760 -5867.93139
[1211,] -57543.09644 -24793.05760
[1212,] -21777.31066 -57543.09644
[1213,] 5937.50665 -21777.31066
[1214,] -5354.55105 5937.50665
[1215,] -7238.70489 -5354.55105
[1216,] -2945.95489 -7238.70489
[1217,] -19076.45489 -2945.95489
[1218,] -48292.80140 -19076.45489
[1219,] -16330.89848 -48292.80140
[1220,] 17211.02385 -16330.89848
[1221,] 13440.45103 17211.02385
[1222,] 21962.32482 13440.45103
[1223,] 11187.28598 21962.32482
[1224,] 8265.07176 11187.28598
[1225,] -4898.11094 8265.07176
[1226,] 40146.83137 -4898.11094
[1227,] 131899.67753 40146.83137
[1228,] 43195.42753 131899.67753
[1229,] 38679.92753 43195.42753
[1230,] 15070.58102 38679.92753
[1231,] -18409.51607 15070.58102
[1232,] -24115.59374 -18409.51607
[1233,] 2524.83345 -24115.59374
[1234,] 48186.70723 2524.83345
[1235,] 70812.66840 48186.70723
[1236,] 37292.45418 70812.66840
[1237,] 7281.27148 37292.45418
[1238,] 7737.21379 7281.27148
[1239,] -23222.94005 7737.21379
[1240,] 23094.80995 -23222.94005
[1241,] 57321.30995 23094.80995
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 -26358.11764 -33005.93495
2 -8306.17533 -26358.11764
3 20487.67082 -8306.17533
4 -6459.57918 20487.67082
5 -9239.07918 -6459.57918
6 -19792.42568 -9239.07918
7 -29349.52277 -19792.42568
8 -21412.60044 -29349.52277
9 421.82675 -21412.60044
10 13456.70053 421.82675
11 -9361.33830 13456.70053
12 -10707.55253 -9361.33830
13 -24965.73522 -10707.55253
14 -31157.79291 -24965.73522
15 -26152.94676 -31157.79291
16 -15292.19676 -26152.94676
17 -13800.69676 -15292.19676
18 -10576.04326 -13800.69676
19 -11215.14035 -10576.04326
20 -18391.21802 -11215.14035
21 -33962.79084 -18391.21802
22 -29151.91705 -33962.79084
23 -15497.95588 -29151.91705
24 -11317.17011 -15497.95588
25 -2719.35280 -11317.17011
26 -9098.41049 -2719.35280
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1161 -45962.46106 -28520.88825
1162 -57304.58728 -45962.46106
1163 -54036.62611 -57304.58728
1164 -29617.84034 -54036.62611
1165 -24812.02303 -29617.84034
1166 -20430.08072 -24812.02303
1167 -24104.23457 -20430.08072
1168 -39996.48457 -24104.23457
1169 -59490.98457 -39996.48457
1170 -61232.33107 -59490.98457
1171 -26761.42816 -61232.33107
1172 -17916.50583 -26761.42816
1173 -27294.07864 -17916.50583
1174 -29906.20486 -27294.07864
1175 -43432.24369 -29906.20486
1176 -53696.45792 -43432.24369
1177 -38397.64061 -53696.45792
1178 -18556.69830 -38397.64061
1179 -16809.85215 -18556.69830
1180 -20982.10215 -16809.85215
1181 -14977.60215 -20982.10215
1182 -34581.94865 -14977.60215
1183 -65606.04574 -34581.94865
1184 -45493.12341 -65606.04574
1185 -26996.69623 -45493.12341
1186 -27578.82244 -26996.69623
1187 -28822.86127 -27578.82244
1188 -23761.07550 -28822.86127
1189 -33694.25819 -23761.07550
1190 -65464.31588 -33694.25819
1191 -43559.46973 -65464.31588
1192 -32538.71973 -43559.46973
1193 -24692.21973 -32538.71973
1194 -21707.56623 -24692.21973
1195 -21679.66332 -21707.56623
1196 -38440.74099 -21679.66332
1197 -55214.31381 -38440.74099
1198 -53393.44002 -55214.31381
1199 -25400.47886 -53393.44002
1200 -8457.69308 -25400.47886
1201 -14945.87577 -8457.69308
1202 -16732.93346 -14945.87577
1203 -37200.08731 -16732.93346
1204 -54481.33731 -37200.08731
1205 -24981.83731 -54481.33731
1206 830.81618 -24981.83731
1207 18000.71910 830.81618
1208 8956.64143 18000.71910
1209 -5867.93139 8956.64143
1210 -24793.05760 -5867.93139
1211 -57543.09644 -24793.05760
1212 -21777.31066 -57543.09644
1213 5937.50665 -21777.31066
1214 -5354.55105 5937.50665
1215 -7238.70489 -5354.55105
1216 -2945.95489 -7238.70489
1217 -19076.45489 -2945.95489
1218 -48292.80140 -19076.45489
1219 -16330.89848 -48292.80140
1220 17211.02385 -16330.89848
1221 13440.45103 17211.02385
1222 21962.32482 13440.45103
1223 11187.28598 21962.32482
1224 8265.07176 11187.28598
1225 -4898.11094 8265.07176
1226 40146.83137 -4898.11094
1227 131899.67753 40146.83137
1228 43195.42753 131899.67753
1229 38679.92753 43195.42753
1230 15070.58102 38679.92753
1231 -18409.51607 15070.58102
1232 -24115.59374 -18409.51607
1233 2524.83345 -24115.59374
1234 48186.70723 2524.83345
1235 70812.66840 48186.70723
1236 37292.45418 70812.66840
1237 7281.27148 37292.45418
1238 7737.21379 7281.27148
1239 -23222.94005 7737.21379
1240 23094.80995 -23222.94005
1241 57321.30995 23094.80995
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/7aeb01353935344.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/8qmbq1353935344.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/9eboy1353935344.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/wessaorg/rcomp/tmp/104unx1353935344.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/wessaorg/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/11xhfb1353935344.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,mysum$coefficients[i,1])
+ a<-table.element(a, round(mysum$coefficients[i,2],6))
+ a<-table.element(a, round(mysum$coefficients[i,3],4))
+ a<-table.element(a, round(mysum$coefficients[i,4],6))
+ a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/12fsfb1353935344.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, sqrt(mysum$r.squared))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, mysum$r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, mysum$adj.r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[1])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[2])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[3])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, mysum$sigma)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, sum(myerror*myerror))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/1317701353935344.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,x[i])
+ a<-table.element(a,x[i]-mysum$resid[i])
+ a<-table.element(a,mysum$resid[i])
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/14zids1353935344.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,gqarr[mypoint-kp3+1,1])
+ a<-table.element(a,gqarr[mypoint-kp3+1,2])
+ a<-table.element(a,gqarr[mypoint-kp3+1,3])
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/wessaorg/rcomp/tmp/15ctl71353935344.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant1)
+ a<-table.element(a,numsignificant1/numgqtests)
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant5)
+ a<-table.element(a,numsignificant5/numgqtests)
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant10)
+ a<-table.element(a,numsignificant10/numgqtests)
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/wessaorg/rcomp/tmp/16j7nu1353935344.tab")
+ }
>
> try(system("convert tmp/1kgc71353935343.ps tmp/1kgc71353935343.png",intern=TRUE))
character(0)
> try(system("convert tmp/2u5f01353935344.ps tmp/2u5f01353935344.png",intern=TRUE))
character(0)
> try(system("convert tmp/3g1pv1353935344.ps tmp/3g1pv1353935344.png",intern=TRUE))
character(0)
> try(system("convert tmp/4rf6r1353935344.ps tmp/4rf6r1353935344.png",intern=TRUE))
character(0)
> try(system("convert tmp/543m51353935344.ps tmp/543m51353935344.png",intern=TRUE))
character(0)
> try(system("convert tmp/6bnyb1353935344.ps tmp/6bnyb1353935344.png",intern=TRUE))
character(0)
> try(system("convert tmp/7aeb01353935344.ps tmp/7aeb01353935344.png",intern=TRUE))
character(0)
> try(system("convert tmp/8qmbq1353935344.ps tmp/8qmbq1353935344.png",intern=TRUE))
character(0)
> try(system("convert tmp/9eboy1353935344.ps tmp/9eboy1353935344.png",intern=TRUE))
character(0)
> try(system("convert tmp/104unx1353935344.ps tmp/104unx1353935344.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
97.231 2.962 103.781