R version 3.0.2 (2013-09-25) -- "Frisbee Sailing"
Copyright (C) 2013 The R Foundation for Statistical Computing
Platform: i686-pc-linux-gnu (32-bit)
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You are welcome to redistribute it under certain conditions.
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Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> x <- array(list(0
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+ ,dim=c(2
+ ,660)
+ ,dimnames=list(c('hurricanes'
+ ,'temperature')
+ ,1:660))
> y <- array(NA,dim=c(2,660),dimnames=list(c('hurricanes','temperature'),1:660))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> par3 = 'Linear Trend'
> par2 = 'Include Monthly Dummies'
> par1 = '1'
> par3 <- 'Linear Trend'
> par2 <- 'Include Monthly Dummies'
> par1 <- '1'
> #'GNU S' R Code compiled by R2WASP v. 1.2.327 ()
> #Author: root
> #To cite this work: Wessa P., (2013), Multiple Regression (v1.0.29) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_multipleregression.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #
> library(lattice)
> library(lmtest)
Loading required package: zoo
Attaching package: 'zoo'
The following objects are masked from 'package:base':
as.Date, as.Date.numeric
> n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
> par1 <- as.numeric(par1)
> x <- t(y)
> k <- length(x[1,])
> n <- length(x[,1])
> x1 <- cbind(x[,par1], x[,1:k!=par1])
> mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
> colnames(x1) <- mycolnames #colnames(x)[par1]
> x <- x1
> if (par3 == 'First Differences'){
+ x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
+ for (i in 1:n-1) {
+ for (j in 1:k) {
+ x2[i,j] <- x[i+1,j] - x[i,j]
+ }
+ }
+ x <- x2
+ }
> if (par2 == 'Include Monthly Dummies'){
+ x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
+ for (i in 1:11){
+ x2[seq(i,n,12),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> if (par2 == 'Include Quarterly Dummies'){
+ x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
+ for (i in 1:3){
+ x2[seq(i,n,4),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> k <- length(x[1,])
> if (par3 == 'Linear Trend'){
+ x <- cbind(x, c(1:n))
+ colnames(x)[k+1] <- 't'
+ }
> x
hurricanes temperature M1 M2 M3 M4 M5 M6 M7 M8 M9 M10 M11 t
1 0 14.15 1 0 0 0 0 0 0 0 0 0 0 1
2 0 13.95 0 1 0 0 0 0 0 0 0 0 0 2
3 0 13.96 0 0 1 0 0 0 0 0 0 0 0 3
4 0 13.99 0 0 0 1 0 0 0 0 0 0 0 4
5 1 14.08 0 0 0 0 1 0 0 0 0 0 0 5
6 0 14.03 0 0 0 0 0 1 0 0 0 0 0 6
7 1 13.93 0 0 0 0 0 0 1 0 0 0 0 7
8 2 13.95 0 0 0 0 0 0 0 1 0 0 0 8
9 3 13.94 0 0 0 0 0 0 0 0 1 0 0 9
10 1 14.01 0 0 0 0 0 0 0 0 0 1 0 10
11 1 13.98 0 0 0 0 0 0 0 0 0 0 1 11
12 0 13.84 0 0 0 0 0 0 0 0 0 0 0 12
13 0 14.16 1 0 0 0 0 0 0 0 0 0 0 13
14 0 13.92 0 1 0 0 0 0 0 0 0 0 0 14
15 0 13.97 0 0 1 0 0 0 0 0 0 0 0 15
16 0 14.00 0 0 0 1 0 0 0 0 0 0 0 16
17 0 14.00 0 0 0 0 1 0 0 0 0 0 0 17
18 0 13.87 0 0 0 0 0 1 0 0 0 0 0 18
19 0 13.94 0 0 0 0 0 0 1 0 0 0 0 19
20 3 13.98 0 0 0 0 0 0 0 1 0 0 0 20
21 7 13.95 0 0 0 0 0 0 0 0 1 0 0 21
22 2 14.01 0 0 0 0 0 0 0 0 0 1 0 22
23 1 13.96 0 0 0 0 0 0 0 0 0 0 1 23
24 0 13.88 0 0 0 0 0 0 0 0 0 0 0 24
25 0 13.76 1 0 0 0 0 0 0 0 0 0 0 25
26 0 13.79 0 1 0 0 0 0 0 0 0 0 0 26
27 0 13.97 0 0 1 0 0 0 0 0 0 0 0 27
28 0 13.84 0 0 0 1 0 0 0 0 0 0 0 28
29 0 13.94 0 0 0 0 1 0 0 0 0 0 0 29
30 0 13.97 0 0 0 0 0 1 0 0 0 0 0 30
31 0 13.92 0 0 0 0 0 0 1 0 0 0 0 31
32 4 13.87 0 0 0 0 0 0 0 1 0 0 0 32
33 3 13.90 0 0 0 0 0 0 0 0 1 0 0 33
34 6 13.85 0 0 0 0 0 0 0 0 0 1 0 34
35 0 13.70 0 0 0 0 0 0 0 0 0 0 1 35
36 0 13.87 0 0 0 0 0 0 0 0 0 0 0 36
37 0 13.74 1 0 0 0 0 0 0 0 0 0 0 37
38 0 13.64 0 1 0 0 0 0 0 0 0 0 0 38
39 0 13.83 0 0 1 0 0 0 0 0 0 0 0 39
40 0 13.88 0 0 0 1 0 0 0 0 0 0 0 40
41 1 14.01 0 0 0 0 1 0 0 0 0 0 0 41
42 0 13.98 0 0 0 0 0 1 0 0 0 0 0 42
43 0 14.02 0 0 0 0 0 0 1 0 0 0 0 43
44 3 14.10 0 0 0 0 0 0 0 1 0 0 0 44
45 4 14.11 0 0 0 0 0 0 0 0 1 0 0 45
46 2 14.14 0 0 0 0 0 0 0 0 0 1 0 46
47 0 14.04 0 0 0 0 0 0 0 0 0 0 1 47
48 0 14.19 0 0 0 0 0 0 0 0 0 0 0 48
49 0 14.17 1 0 0 0 0 0 0 0 0 0 0 49
50 1 14.14 0 1 0 0 0 0 0 0 0 0 0 50
51 0 13.94 0 0 1 0 0 0 0 0 0 0 0 51
52 0 14.09 0 0 0 1 0 0 0 0 0 0 0 52
53 0 14.06 0 0 0 0 1 0 0 0 0 0 0 53
54 0 14.07 0 0 0 0 0 1 0 0 0 0 0 54
55 0 14.07 0 0 0 0 0 0 1 0 0 0 0 55
56 2 14.07 0 0 0 0 0 0 0 1 0 0 0 56
57 2 14.05 0 0 0 0 0 0 0 0 1 0 0 57
58 2 13.99 0 0 0 0 0 0 0 0 0 1 0 58
59 0 13.85 0 0 0 0 0 0 0 0 0 0 1 59
60 0 13.95 0 0 0 0 0 0 0 0 0 0 0 60
61 0 14.13 1 0 0 0 0 0 0 0 0 0 0 61
62 0 14.20 0 1 0 0 0 0 0 0 0 0 0 62
63 0 14.20 0 0 1 0 0 0 0 0 0 0 0 63
64 0 14.18 0 0 0 1 0 0 0 0 0 0 0 64
65 1 14.13 0 0 0 0 1 0 0 0 0 0 0 65
66 0 14.07 0 0 0 0 0 1 0 0 0 0 0 66
67 0 14.06 0 0 0 0 0 0 1 0 0 0 0 67
68 3 14.07 0 0 0 0 0 0 0 1 0 0 0 68
69 3 14.10 0 0 0 0 0 0 0 0 1 0 0 69
70 4 14.10 0 0 0 0 0 0 0 0 0 1 0 70
71 1 14.00 0 0 0 0 0 0 0 0 0 0 1 71
72 1 14.16 0 0 0 0 0 0 0 0 0 0 0 72
73 0 13.85 1 0 0 0 0 0 0 0 0 0 0 73
74 0 13.97 0 1 0 0 0 0 0 0 0 0 0 74
75 0 13.91 0 0 1 0 0 0 0 0 0 0 0 75
76 0 13.90 0 0 0 1 0 0 0 0 0 0 0 76
77 0 13.83 0 0 0 0 1 0 0 0 0 0 0 77
78 1 13.90 0 0 0 0 0 1 0 0 0 0 0 78
79 1 13.79 0 0 0 0 0 0 1 0 0 0 0 79
80 2 13.88 0 0 0 0 0 0 0 1 0 0 0 80
81 4 13.94 0 0 0 0 0 0 0 0 1 0 0 81
82 1 13.95 0 0 0 0 0 0 0 0 0 1 0 82
83 1 14.08 0 0 0 0 0 0 0 0 0 0 1 83
84 1 13.87 0 0 0 0 0 0 0 0 0 0 0 84
85 0 14.16 1 0 0 0 0 0 0 0 0 0 0 85
86 0 13.90 0 1 0 0 0 0 0 0 0 0 0 86
87 0 13.74 0 0 1 0 0 0 0 0 0 0 0 87
88 0 13.82 0 0 0 1 0 0 0 0 0 0 0 88
89 0 13.82 0 0 0 0 1 0 0 0 0 0 0 89
90 0 13.88 0 0 0 0 0 1 0 0 0 0 0 90
91 1 13.90 0 0 0 0 0 0 1 0 0 0 0 91
92 4 14.04 0 0 0 0 0 0 0 1 0 0 0 92
93 5 13.92 0 0 0 0 0 0 0 0 1 0 0 93
94 2 13.96 0 0 0 0 0 0 0 0 0 1 0 94
95 0 13.80 0 0 0 0 0 0 0 0 0 0 1 95
96 0 13.74 0 0 0 0 0 0 0 0 0 0 0 96
97 0 13.84 1 0 0 0 0 0 0 0 0 0 0 97
98 0 13.71 0 1 0 0 0 0 0 0 0 0 0 98
99 0 13.78 0 0 1 0 0 0 0 0 0 0 0 99
100 0 13.78 0 0 0 1 0 0 0 0 0 0 0 100
101 0 13.76 0 0 0 0 1 0 0 0 0 0 0 101
102 1 13.81 0 0 0 0 0 1 0 0 0 0 0 102
103 1 13.87 0 0 0 0 0 0 1 0 0 0 0 103
104 1 13.76 0 0 0 0 0 0 0 1 0 0 0 104
105 3 13.82 0 0 0 0 0 0 0 0 1 0 0 105
106 1 13.82 0 0 0 0 0 0 0 0 0 1 0 106
107 0 13.83 0 0 0 0 0 0 0 0 0 0 1 107
108 0 13.91 0 0 0 0 0 0 0 0 0 0 0 108
109 0 13.92 1 0 0 0 0 0 0 0 0 0 0 109
110 0 14.00 0 1 0 0 0 0 0 0 0 0 0 110
111 0 13.99 0 0 1 0 0 0 0 0 0 0 0 111
112 0 14.01 0 0 0 1 0 0 0 0 0 0 0 112
113 0 14.09 0 0 0 0 1 0 0 0 0 0 0 113
114 2 14.13 0 0 0 0 0 1 0 0 0 0 0 114
115 0 14.03 0 0 0 0 0 0 1 0 0 0 0 115
116 1 14.10 0 0 0 0 0 0 0 1 0 0 0 116
117 3 14.05 0 0 0 0 0 0 0 0 1 0 0 117
118 1 14.02 0 0 0 0 0 0 0 0 0 1 0 118
119 0 14.11 0 0 0 0 0 0 0 0 0 0 1 119
120 0 14.21 0 0 0 0 0 0 0 0 0 0 0 120
121 0 14.38 1 0 0 0 0 0 0 0 0 0 0 121
122 0 14.23 0 1 0 0 0 0 0 0 0 0 0 122
123 0 14.10 0 0 1 0 0 0 0 0 0 0 0 123
124 0 14.04 0 0 0 1 0 0 0 0 0 0 0 124
125 0 14.12 0 0 0 0 1 0 0 0 0 0 0 125
126 1 14.00 0 0 0 0 0 1 0 0 0 0 0 126
127 0 14.11 0 0 0 0 0 0 1 0 0 0 0 127
128 4 14.03 0 0 0 0 0 0 0 1 0 0 0 128
129 4 14.03 0 0 0 0 0 0 0 0 1 0 0 129
130 1 14.04 0 0 0 0 0 0 0 0 0 1 0 130
131 0 14.06 0 0 0 0 0 0 0 0 0 0 1 131
132 0 14.10 0 0 0 0 0 0 0 0 0 0 0 132
133 0 14.11 1 0 0 0 0 0 0 0 0 0 0 133
134 0 14.12 0 1 0 0 0 0 0 0 0 0 0 134
135 0 14.24 0 0 1 0 0 0 0 0 0 0 0 135
136 0 14.17 0 0 0 1 0 0 0 0 0 0 0 136
137 1 14.08 0 0 0 0 1 0 0 0 0 0 0 137
138 2 14.07 0 0 0 0 0 1 0 0 0 0 0 138
139 1 14.09 0 0 0 0 0 0 1 0 0 0 0 139
140 1 14.02 0 0 0 0 0 0 0 1 0 0 0 140
141 3 14.01 0 0 0 0 0 0 0 0 1 0 0 141
142 2 13.98 0 0 0 0 0 0 0 0 0 1 0 142
143 0 13.92 0 0 0 0 0 0 0 0 0 0 1 143
144 0 14.03 0 0 0 0 0 0 0 0 0 0 0 144
145 0 14.01 1 0 0 0 0 0 0 0 0 0 0 145
146 0 14.19 0 1 0 0 0 0 0 0 0 0 0 146
147 0 13.73 0 0 1 0 0 0 0 0 0 0 0 147
148 0 13.92 0 0 0 1 0 0 0 0 0 0 0 148
149 0 13.94 0 0 0 0 1 0 0 0 0 0 0 149
150 1 14.03 0 0 0 0 0 1 0 0 0 0 0 150
151 2 14.04 0 0 0 0 0 0 1 0 0 0 0 151
152 2 14.03 0 0 0 0 0 0 0 1 0 0 0 152
153 2 14.07 0 0 0 0 0 0 0 0 1 0 0 153
154 0 14.04 0 0 0 0 0 0 0 0 0 1 0 154
155 0 13.93 0 0 0 0 0 0 0 0 0 0 1 155
156 0 14.17 0 0 0 0 0 0 0 0 0 0 0 156
157 0 14.06 1 0 0 0 0 0 0 0 0 0 0 157
158 0 14.20 0 1 0 0 0 0 0 0 0 0 0 158
159 0 14.16 0 0 1 0 0 0 0 0 0 0 0 159
160 0 14.11 0 0 0 1 0 0 0 0 0 0 0 160
161 0 14.16 0 0 0 0 1 0 0 0 0 0 0 161
162 0 14.13 0 0 0 0 0 1 0 0 0 0 0 162
163 1 14.01 0 0 0 0 0 0 1 0 0 0 0 163
164 0 14.05 0 0 0 0 0 0 0 1 0 0 0 164
165 6 14.04 0 0 0 0 0 0 0 0 1 0 0 165
166 2 14.10 0 0 0 0 0 0 0 0 0 1 0 166
167 3 14.05 0 0 0 0 0 0 0 0 0 0 1 167
168 1 14.02 0 0 0 0 0 0 0 0 0 0 0 168
169 0 14.11 1 0 0 0 0 0 0 0 0 0 0 169
170 0 14.21 0 1 0 0 0 0 0 0 0 0 0 170
171 0 14.38 0 0 1 0 0 0 0 0 0 0 0 171
172 0 14.23 0 0 0 1 0 0 0 0 0 0 0 172
173 0 14.10 0 0 0 0 1 0 0 0 0 0 0 173
174 0 14.04 0 0 0 0 0 1 0 0 0 0 0 174
175 0 14.12 0 0 0 0 0 0 1 0 0 0 0 175
176 1 14.00 0 0 0 0 0 0 0 1 0 0 0 176
177 0 14.11 0 0 0 0 0 0 0 0 1 0 0 177
178 4 14.03 0 0 0 0 0 0 0 0 0 1 0 178
179 4 14.03 0 0 0 0 0 0 0 0 0 0 1 179
180 1 14.04 0 0 0 0 0 0 0 0 0 0 0 180
181 0 14.06 1 0 0 0 0 0 0 0 0 0 0 181
182 0 14.10 0 1 0 0 0 0 0 0 0 0 0 182
183 0 14.11 0 0 1 0 0 0 0 0 0 0 0 183
184 0 14.12 0 0 0 1 0 0 0 0 0 0 0 184
185 0 14.24 0 0 0 0 1 0 0 0 0 0 0 185
186 0 14.17 0 0 0 0 0 1 0 0 0 0 0 186
187 1 14.08 0 0 0 0 0 0 1 0 0 0 0 187
188 2 14.07 0 0 0 0 0 0 0 1 0 0 0 188
189 1 14.09 0 0 0 0 0 0 0 0 1 0 0 189
190 1 14.02 0 0 0 0 0 0 0 0 0 1 0 190
191 3 14.01 0 0 0 0 0 0 0 0 0 0 1 191
192 2 13.98 0 0 0 0 0 0 0 0 0 0 0 192
193 0 13.92 1 0 0 0 0 0 0 0 0 0 0 193
194 0 14.03 0 1 0 0 0 0 0 0 0 0 0 194
195 0 14.01 0 0 1 0 0 0 0 0 0 0 0 195
196 0 14.19 0 0 0 1 0 0 0 0 0 0 0 196
197 0 13.73 0 0 0 0 1 0 0 0 0 0 0 197
198 0 13.92 0 0 0 0 0 1 0 0 0 0 0 198
199 0 13.94 0 0 0 0 0 0 1 0 0 0 0 199
200 1 14.03 0 0 0 0 0 0 0 1 0 0 0 200
201 2 14.04 0 0 0 0 0 0 0 0 1 0 0 201
202 2 14.03 0 0 0 0 0 0 0 0 0 1 0 202
203 2 14.07 0 0 0 0 0 0 0 0 0 0 1 203
204 0 14.04 0 0 0 0 0 0 0 0 0 0 0 204
205 0 13.93 1 0 0 0 0 0 0 0 0 0 0 205
206 0 14.17 0 1 0 0 0 0 0 0 0 0 0 206
207 0 14.06 0 0 1 0 0 0 0 0 0 0 0 207
208 0 14.20 0 0 0 1 0 0 0 0 0 0 0 208
209 0 14.16 0 0 0 0 1 0 0 0 0 0 0 209
210 0 14.11 0 0 0 0 0 1 0 0 0 0 0 210
211 0 14.16 0 0 0 0 0 0 1 0 0 0 0 211
212 0 14.13 0 0 0 0 0 0 0 1 0 0 0 212
213 1 14.01 0 0 0 0 0 0 0 0 1 0 0 213
214 0 14.05 0 0 0 0 0 0 0 0 0 1 0 214
215 6 14.04 0 0 0 0 0 0 0 0 0 0 1 215
216 2 14.03 0 0 0 0 0 0 0 0 0 0 0 216
217 2 14.04 1 0 0 0 0 0 0 0 0 0 0 217
218 0 13.90 0 1 0 0 0 0 0 0 0 0 0 218
219 0 14.09 0 0 1 0 0 0 0 0 0 0 0 219
220 0 14.16 0 0 0 1 0 0 0 0 0 0 0 220
221 0 14.09 0 0 0 0 1 0 0 0 0 0 0 221
222 0 14.08 0 0 0 0 0 1 0 0 0 0 0 222
223 0 13.95 0 0 0 0 0 0 1 0 0 0 0 223
224 0 14.01 0 0 0 0 0 0 0 1 0 0 0 224
225 0 14.00 0 0 0 0 0 0 0 0 1 0 0 225
226 2 13.99 0 0 0 0 0 0 0 0 0 1 0 226
227 2 14.00 0 0 0 0 0 0 0 0 0 0 1 227
228 1 14.02 0 0 0 0 0 0 0 0 0 0 0 228
229 0 14.06 1 0 0 0 0 0 0 0 0 0 0 229
230 0 14.02 0 1 0 0 0 0 0 0 0 0 0 230
231 0 13.97 0 0 1 0 0 0 0 0 0 0 0 231
232 0 14.19 0 0 0 1 0 0 0 0 0 0 0 232
233 0 13.97 0 0 0 0 1 0 0 0 0 0 0 233
234 0 13.98 0 0 0 0 0 1 0 0 0 0 0 234
235 0 14.03 0 0 0 0 0 0 1 0 0 0 0 235
236 0 14.04 0 0 0 0 0 0 0 1 0 0 0 236
237 1 14.13 0 0 0 0 0 0 0 0 1 0 0 237
238 1 14.22 0 0 0 0 0 0 0 0 0 1 0 238
239 5 14.21 0 0 0 0 0 0 0 0 0 0 1 239
240 2 14.15 0 0 0 0 0 0 0 0 0 0 0 240
241 0 14.17 1 0 0 0 0 0 0 0 0 0 0 241
242 0 14.03 0 1 0 0 0 0 0 0 0 0 0 242
243 0 14.02 0 0 1 0 0 0 0 0 0 0 0 243
244 0 13.91 0 0 0 1 0 0 0 0 0 0 0 244
245 0 13.81 0 0 0 0 1 0 0 0 0 0 0 245
246 0 13.78 0 0 0 0 0 1 0 0 0 0 0 246
247 0 13.83 0 0 0 0 0 0 1 0 0 0 0 247
248 1 13.96 0 0 0 0 0 0 0 1 0 0 0 248
249 1 13.90 0 0 0 0 0 0 0 0 1 0 0 249
250 1 14.10 0 0 0 0 0 0 0 0 0 1 0 250
251 0 13.99 0 0 0 0 0 0 0 0 0 0 1 251
252 0 13.90 0 0 0 0 0 0 0 0 0 0 0 252
253 0 13.88 1 0 0 0 0 0 0 0 0 0 0 253
254 0 13.89 0 1 0 0 0 0 0 0 0 0 0 254
255 0 14.03 0 0 1 0 0 0 0 0 0 0 0 255
256 0 14.19 0 0 0 1 0 0 0 0 0 0 0 256
257 0 14.16 0 0 0 0 1 0 0 0 0 0 0 257
258 0 14.10 0 0 0 0 0 1 0 0 0 0 0 258
259 1 14.03 0 0 0 0 0 0 1 0 0 0 0 259
260 5 14.06 0 0 0 0 0 0 0 1 0 0 0 260
261 6 14.07 0 0 0 0 0 0 0 0 1 0 0 261
262 5 14.11 0 0 0 0 0 0 0 0 0 1 0 262
263 1 14.17 0 0 0 0 0 0 0 0 0 0 1 263
264 0 14.23 0 0 0 0 0 0 0 0 0 0 0 264
265 0 14.11 1 0 0 0 0 0 0 0 0 0 0 265
266 0 14.25 0 1 0 0 0 0 0 0 0 0 0 266
267 0 14.03 0 0 1 0 0 0 0 0 0 0 0 267
268 0 14.07 0 0 0 1 0 0 0 0 0 0 0 268
269 1 13.99 0 0 0 0 1 0 0 0 0 0 0 269
270 0 14.01 0 0 0 0 0 1 0 0 0 0 0 270
271 2 13.98 0 0 0 0 0 0 1 0 0 0 0 271
272 2 13.93 0 0 0 0 0 0 0 1 0 0 0 272
273 3 14.06 0 0 0 0 0 0 0 0 1 0 0 273
274 2 13.98 0 0 0 0 0 0 0 0 0 1 0 274
275 0 14.00 0 0 0 0 0 0 0 0 0 0 1 275
276 0 13.86 0 0 0 0 0 0 0 0 0 0 0 276
277 0 13.98 1 0 0 0 0 0 0 0 0 0 0 277
278 0 13.80 0 1 0 0 0 0 0 0 0 0 0 278
279 0 13.80 0 0 1 0 0 0 0 0 0 0 0 279
280 0 13.89 0 0 0 1 0 0 0 0 0 0 0 280
281 0 13.88 0 0 0 0 1 0 0 0 0 0 0 281
282 0 13.78 0 0 0 0 0 1 0 0 0 0 0 282
283 1 13.89 0 0 0 0 0 0 1 0 0 0 0 283
284 4 13.93 0 0 0 0 0 0 0 1 0 0 0 284
285 6 13.95 0 0 0 0 0 0 0 0 1 0 0 285
286 1 13.92 0 0 0 0 0 0 0 0 0 1 0 286
287 1 13.96 0 0 0 0 0 0 0 0 0 0 1 287
288 0 13.91 0 0 0 0 0 0 0 0 0 0 0 288
289 0 13.76 1 0 0 0 0 0 0 0 0 0 0 289
290 0 13.79 0 1 0 0 0 0 0 0 0 0 0 290
291 0 13.99 0 0 1 0 0 0 0 0 0 0 0 291
292 0 13.99 0 0 0 1 0 0 0 0 0 0 0 292
293 1 13.99 0 0 0 0 1 0 0 0 0 0 0 293
294 1 14.04 0 0 0 0 0 1 0 0 0 0 0 294
295 0 14.01 0 0 0 0 0 0 1 0 0 0 0 295
296 2 14.13 0 0 0 0 0 0 0 1 0 0 0 296
297 2 14.01 0 0 0 0 0 0 0 0 1 0 0 297
298 0 14.07 0 0 0 0 0 0 0 0 0 1 0 298
299 1 14.04 0 0 0 0 0 0 0 0 0 0 1 299
300 0 14.18 0 0 0 0 0 0 0 0 0 0 0 300
301 0 14.26 1 0 0 0 0 0 0 0 0 0 0 301
302 0 14.31 0 1 0 0 0 0 0 0 0 0 0 302
303 0 14.26 0 0 1 0 0 0 0 0 0 0 0 303
304 0 14.20 0 0 0 1 0 0 0 0 0 0 0 304
305 0 14.18 0 0 0 0 1 0 0 0 0 0 0 305
306 0 14.14 0 0 0 0 0 1 0 0 0 0 0 306
307 2 14.08 0 0 0 0 0 0 1 0 0 0 0 307
308 2 14.00 0 0 0 0 0 0 0 1 0 0 0 308
309 2 14.04 0 0 0 0 0 0 0 0 1 0 0 309
310 2 14.08 0 0 0 0 0 0 0 0 0 1 0 310
311 0 14.00 0 0 0 0 0 0 0 0 0 0 1 311
312 0 13.94 0 0 0 0 0 0 0 0 0 0 0 312
313 0 13.83 1 0 0 0 0 0 0 0 0 0 0 313
314 0 13.75 0 1 0 0 0 0 0 0 0 0 0 314
315 0 13.92 0 0 1 0 0 0 0 0 0 0 0 315
316 0 13.91 0 0 0 1 0 0 0 0 0 0 0 316
317 0 13.91 0 0 0 0 1 0 0 0 0 0 0 317
318 1 13.90 0 0 0 0 0 1 0 0 0 0 0 318
319 1 13.95 0 0 0 0 0 0 1 0 0 0 0 319
320 4 14.02 0 0 0 0 0 0 0 1 0 0 0 320
321 4 13.89 0 0 0 0 0 0 0 0 1 0 0 321
322 1 13.89 0 0 0 0 0 0 0 0 0 1 0 322
323 0 13.89 0 0 0 0 0 0 0 0 0 0 1 323
324 0 13.87 0 0 0 0 0 0 0 0 0 0 0 324
325 0 14.03 1 0 0 0 0 0 0 0 0 0 0 325
326 0 13.96 0 1 0 0 0 0 0 0 0 0 0 326
327 0 14.06 0 0 1 0 0 0 0 0 0 0 0 327
328 0 13.98 0 0 0 1 0 0 0 0 0 0 0 328
329 0 14.08 0 0 0 0 1 0 0 0 0 0 0 329
330 1 13.95 0 0 0 0 0 1 0 0 0 0 0 330
331 1 13.95 0 0 0 0 0 0 1 0 0 0 0 331
332 2 13.84 0 0 0 0 0 0 0 1 0 0 0 332
333 3 13.94 0 0 0 0 0 0 0 0 1 0 0 333
334 1 13.88 0 0 0 0 0 0 0 0 0 1 0 334
335 0 13.83 0 0 0 0 0 0 0 0 0 0 1 335
336 1 13.80 0 0 0 0 0 0 0 0 0 0 0 336
337 0 13.92 1 0 0 0 0 0 0 0 0 0 0 337
338 0 13.90 0 1 0 0 0 0 0 0 0 0 0 338
339 0 13.73 0 0 1 0 0 0 0 0 0 0 0 339
340 0 13.87 0 0 0 1 0 0 0 0 0 0 0 340
341 1 13.76 0 0 0 0 1 0 0 0 0 0 0 341
342 0 13.86 0 0 0 0 0 1 0 0 0 0 0 342
343 1 13.90 0 0 0 0 0 0 1 0 0 0 0 343
344 6 13.85 0 0 0 0 0 0 0 1 0 0 0 344
345 2 13.90 0 0 0 0 0 0 0 0 1 0 0 345
346 1 13.75 0 0 0 0 0 0 0 0 0 1 0 346
347 0 13.87 0 0 0 0 0 0 0 0 0 0 1 347
348 0 13.97 0 0 0 0 0 0 0 0 0 0 0 348
349 0 13.97 1 0 0 0 0 0 0 0 0 0 0 349
350 0 14.14 0 1 0 0 0 0 0 0 0 0 0 350
351 0 14.18 0 0 1 0 0 0 0 0 0 0 0 351
352 0 14.17 0 0 0 1 0 0 0 0 0 0 0 352
353 0 14.20 0 0 0 0 1 0 0 0 0 0 0 353
354 0 14.17 0 0 0 0 0 1 0 0 0 0 0 354
355 0 14.15 0 0 0 0 0 0 1 0 0 0 0 355
356 1 14.10 0 0 0 0 0 0 0 1 0 0 0 356
357 3 14.04 0 0 0 0 0 0 0 0 1 0 0 357
358 2 14.01 0 0 0 0 0 0 0 0 0 1 0 358
359 0 14.15 0 0 0 0 0 0 0 0 0 0 1 359
360 0 14.03 0 0 0 0 0 0 0 0 0 0 0 360
361 1 14.04 1 0 0 0 0 0 0 0 0 0 0 361
362 0 14.05 0 1 0 0 0 0 0 0 0 0 0 362
363 0 14.12 0 0 1 0 0 0 0 0 0 0 0 363
364 0 14.09 0 0 0 1 0 0 0 0 0 0 0 364
365 0 13.98 0 0 0 0 1 0 0 0 0 0 0 365
366 0 13.94 0 0 0 0 0 1 0 0 0 0 0 366
367 1 14.04 0 0 0 0 0 0 1 0 0 0 0 367
368 4 13.86 0 0 0 0 0 0 0 1 0 0 0 368
369 3 14.03 0 0 0 0 0 0 0 0 1 0 0 369
370 3 13.99 0 0 0 0 0 0 0 0 0 1 0 370
371 0 14.08 0 0 0 0 0 0 0 0 0 0 1 371
372 0 14.01 0 0 0 0 0 0 0 0 0 0 0 372
373 0 14.04 1 0 0 0 0 0 0 0 0 0 0 373
374 0 13.90 0 1 0 0 0 0 0 0 0 0 0 374
375 0 14.09 0 0 1 0 0 0 0 0 0 0 0 375
376 0 14.04 0 0 0 1 0 0 0 0 0 0 0 376
377 0 13.97 0 0 0 0 1 0 0 0 0 0 0 377
378 1 14.08 0 0 0 0 0 1 0 0 0 0 0 378
379 2 13.99 0 0 0 0 0 0 1 0 0 0 0 379
380 3 14.11 0 0 0 0 0 0 0 1 0 0 0 380
381 2 14.16 0 0 0 0 0 0 0 0 1 0 0 381
382 1 14.18 0 0 0 0 0 0 0 0 0 1 0 382
383 0 14.18 0 0 0 0 0 0 0 0 0 0 1 383
384 0 14.38 0 0 0 0 0 0 0 0 0 0 0 384
385 0 14.18 1 0 0 0 0 0 0 0 0 0 0 385
386 0 14.22 0 1 0 0 0 0 0 0 0 0 0 386
387 0 14.13 0 0 1 0 0 0 0 0 0 0 0 387
388 0 14.20 0 0 0 1 0 0 0 0 0 0 0 388
389 0 14.25 0 0 0 0 1 0 0 0 0 0 0 389
390 0 14.14 0 0 0 0 0 1 0 0 0 0 0 390
391 1 14.15 0 0 0 0 0 0 1 0 0 0 0 391
392 2 14.13 0 0 0 0 0 0 0 1 0 0 0 392
393 5 14.10 0 0 0 0 0 0 0 0 1 0 0 393
394 1 14.09 0 0 0 0 0 0 0 0 0 1 0 394
395 2 14.23 0 0 0 0 0 0 0 0 0 0 1 395
396 0 14.11 0 0 0 0 0 0 0 0 0 0 0 396
397 0 14.40 1 0 0 0 0 0 0 0 0 0 0 397
398 0 14.30 0 1 0 0 0 0 0 0 0 0 0 398
399 0 14.37 0 0 1 0 0 0 0 0 0 0 0 399
400 0 14.24 0 0 0 1 0 0 0 0 0 0 0 400
401 1 14.14 0 0 0 0 1 0 0 0 0 0 0 401
402 1 14.17 0 0 0 0 0 1 0 0 0 0 0 402
403 0 14.19 0 0 0 0 0 0 1 0 0 0 0 403
404 3 14.24 0 0 0 0 0 0 0 1 0 0 0 404
405 4 14.11 0 0 0 0 0 0 0 0 1 0 0 405
406 1 14.07 0 0 0 0 0 0 0 0 0 1 0 406
407 2 14.15 0 0 0 0 0 0 0 0 0 0 1 407
408 0 14.28 0 0 0 0 0 0 0 0 0 0 0 408
409 0 14.03 1 0 0 0 0 0 0 0 0 0 0 409
410 0 14.06 0 1 0 0 0 0 0 0 0 0 0 410
411 0 13.94 0 0 1 0 0 0 0 0 0 0 0 411
412 0 14.05 0 0 0 1 0 0 0 0 0 0 0 412
413 0 14.12 0 0 0 0 1 0 0 0 0 0 0 413
414 2 14.00 0 0 0 0 0 1 0 0 0 0 0 414
415 0 14.12 0 0 0 0 0 0 1 0 0 0 0 415
416 1 13.99 0 0 0 0 0 0 0 1 0 0 0 416
417 3 14.04 0 0 0 0 0 0 0 0 1 0 0 417
418 0 14.05 0 0 0 0 0 0 0 0 0 1 0 418
419 0 14.06 0 0 0 0 0 0 0 0 0 0 1 419
420 0 14.33 0 0 0 0 0 0 0 0 0 0 0 420
421 0 14.45 1 0 0 0 0 0 0 0 0 0 0 421
422 0 14.39 0 1 0 0 0 0 0 0 0 0 0 422
423 0 14.39 0 0 1 0 0 0 0 0 0 0 0 423
424 0 14.23 0 0 0 1 0 0 0 0 0 0 0 424
425 0 14.25 0 0 0 0 1 0 0 0 0 0 0 425
426 0 14.15 0 0 0 0 0 1 0 0 0 0 0 426
427 0 14.12 0 0 0 0 0 0 1 0 0 0 0 427
428 2 14.26 0 0 0 0 0 0 0 1 0 0 0 428
429 2 14.28 0 0 0 0 0 0 0 0 1 0 0 429
430 0 14.12 0 0 0 0 0 0 0 0 0 1 0 430
431 0 14.29 0 0 0 0 0 0 0 0 0 0 1 431
432 0 14.12 0 0 0 0 0 0 0 0 0 0 0 432
433 0 14.22 1 0 0 0 0 0 0 0 0 0 0 433
434 0 14.09 0 1 0 0 0 0 0 0 0 0 0 434
435 0 14.17 0 0 1 0 0 0 0 0 0 0 0 435
436 0 14.01 0 0 0 1 0 0 0 0 0 0 0 436
437 0 14.22 0 0 0 0 1 0 0 0 0 0 0 437
438 0 13.98 0 0 0 0 0 1 0 0 0 0 0 438
439 0 14.12 0 0 0 0 0 0 1 0 0 0 0 439
440 4 14.09 0 0 0 0 0 0 0 1 0 0 0 440
441 6 14.11 0 0 0 0 0 0 0 0 1 0 0 441
442 1 14.05 0 0 0 0 0 0 0 0 0 1 0 442
443 1 13.96 0 0 0 0 0 0 0 0 0 0 1 443
444 1 13.81 0 0 0 0 0 0 0 0 0 0 0 444
445 0 14.09 1 0 0 0 0 0 0 0 0 0 0 445
446 0 13.87 0 1 0 0 0 0 0 0 0 0 0 446
447 0 14.10 0 0 1 0 0 0 0 0 0 0 0 447
448 0 14.08 0 0 0 1 0 0 0 0 0 0 0 448
449 0 14.09 0 0 0 0 1 0 0 0 0 0 0 449
450 0 14.08 0 0 0 0 0 1 0 0 0 0 0 450
451 2 13.95 0 0 0 0 0 0 1 0 0 0 0 451
452 3 14.08 0 0 0 0 0 0 0 1 0 0 0 452
453 3 14.00 0 0 0 0 0 0 0 0 1 0 0 453
454 2 14.05 0 0 0 0 0 0 0 0 0 1 0 454
455 1 13.98 0 0 0 0 0 0 0 0 0 0 1 455
456 0 14.04 0 0 0 0 0 0 0 0 0 0 0 456
457 0 14.24 1 0 0 0 0 0 0 0 0 0 0 457
458 0 14.28 0 1 0 0 0 0 0 0 0 0 0 458
459 0 14.23 0 0 1 0 0 0 0 0 0 0 0 459
460 0 14.16 0 0 0 1 0 0 0 0 0 0 0 460
461 0 14.11 0 0 0 0 1 0 0 0 0 0 0 461
462 2 14.07 0 0 0 0 0 1 0 0 0 0 0 462
463 0 14.07 0 0 0 0 0 0 1 0 0 0 0 463
464 1 14.08 0 0 0 0 0 0 0 1 0 0 0 464
465 2 14.02 0 0 0 0 0 0 0 0 1 0 0 465
466 0 14.08 0 0 0 0 0 0 0 0 0 1 0 466
467 1 14.01 0 0 0 0 0 0 0 0 0 0 1 467
468 0 14.08 0 0 0 0 0 0 0 0 0 0 0 468
469 0 14.23 1 0 0 0 0 0 0 0 0 0 0 469
470 0 14.39 0 1 0 0 0 0 0 0 0 0 0 470
471 0 14.13 0 0 1 0 0 0 0 0 0 0 0 471
472 0 14.21 0 0 0 1 0 0 0 0 0 0 0 472
473 0 14.21 0 0 0 0 1 0 0 0 0 0 0 473
474 0 14.26 0 0 0 0 0 1 0 0 0 0 0 474
475 0 14.36 0 0 0 0 0 0 1 0 0 0 0 475
476 3 14.18 0 0 0 0 0 0 0 1 0 0 0 476
477 3 14.34 0 0 0 0 0 0 0 0 1 0 0 477
478 1 14.26 0 0 0 0 0 0 0 0 0 1 0 478
479 0 14.22 0 0 0 0 0 0 0 0 0 0 1 479
480 0 14.46 0 0 0 0 0 0 0 0 0 0 0 480
481 0 14.51 1 0 0 0 0 0 0 0 0 0 0 481
482 0 14.32 0 1 0 0 0 0 0 0 0 0 0 482
483 0 14.44 0 0 1 0 0 0 0 0 0 0 0 483
484 0 14.35 0 0 0 1 0 0 0 0 0 0 0 484
485 0 14.30 0 0 0 0 1 0 0 0 0 0 0 485
486 0 14.32 0 0 0 0 0 1 0 0 0 0 0 486
487 0 14.24 0 0 0 0 0 0 1 0 0 0 0 487
488 4 14.27 0 0 0 0 0 0 0 1 0 0 0 488
489 6 14.26 0 0 0 0 0 0 0 0 1 0 0 489
490 1 14.26 0 0 0 0 0 0 0 0 0 1 0 490
491 1 14.05 0 0 0 0 0 0 0 0 0 0 1 491
492 0 14.22 0 0 0 0 0 0 0 0 0 0 0 492
493 0 14.11 1 0 0 0 0 0 0 0 0 0 0 493
494 0 14.25 0 1 0 0 0 0 0 0 0 0 0 494
495 0 14.26 0 0 1 0 0 0 0 0 0 0 0 495
496 0 14.16 0 0 0 1 0 0 0 0 0 0 0 496
497 0 14.07 0 0 0 0 1 0 0 0 0 0 0 497
498 1 14.06 0 0 0 0 0 1 0 0 0 0 0 498
499 3 14.22 0 0 0 0 0 0 1 0 0 0 0 499
500 3 14.24 0 0 0 0 0 0 0 1 0 0 0 500
501 2 14.25 0 0 0 0 0 0 0 0 1 0 0 501
502 1 14.23 0 0 0 0 0 0 0 0 0 1 0 502
503 1 14.14 0 0 0 0 0 0 0 0 0 0 1 503
504 0 14.29 0 0 0 0 0 0 0 0 0 0 0 504
505 0 14.33 1 0 0 0 0 0 0 0 0 0 0 505
506 0 14.34 0 1 0 0 0 0 0 0 0 0 0 506
507 0 14.65 0 0 1 0 0 0 0 0 0 0 0 507
508 0 14.43 0 0 0 1 0 0 0 0 0 0 0 508
509 0 14.32 0 0 0 0 1 0 0 0 0 0 0 509
510 0 14.31 0 0 0 0 0 1 0 0 0 0 0 510
511 3 14.34 0 0 0 0 0 0 1 0 0 0 0 511
512 5 14.28 0 0 0 0 0 0 0 1 0 0 0 512
513 2 14.23 0 0 0 0 0 0 0 0 1 0 0 513
514 4 14.40 0 0 0 0 0 0 0 0 0 1 0 514
515 0 14.45 0 0 0 0 0 0 0 0 0 0 1 515
516 0 14.39 0 0 0 0 0 0 0 0 0 0 0 516
517 0 14.35 1 0 0 0 0 0 0 0 0 0 0 517
518 0 14.43 0 1 0 0 0 0 0 0 0 0 0 518
519 0 14.29 0 0 1 0 0 0 0 0 0 0 0 519
520 0 14.41 0 0 0 1 0 0 0 0 0 0 0 520
521 0 14.31 0 0 0 0 1 0 0 0 0 0 0 521
522 1 14.42 0 0 0 0 0 1 0 0 0 0 0 522
523 0 14.43 0 0 0 0 0 0 1 0 0 0 0 523
524 1 14.30 0 0 0 0 0 0 0 1 0 0 0 524
525 3 14.36 0 0 0 0 0 0 0 0 1 0 0 525
526 3 14.22 0 0 0 0 0 0 0 0 0 1 0 526
527 0 14.16 0 0 0 0 0 0 0 0 0 0 1 527
528 0 14.20 0 0 0 0 0 0 0 0 0 0 0 528
529 0 14.38 1 0 0 0 0 0 0 0 0 0 0 529
530 0 14.37 0 1 0 0 0 0 0 0 0 0 0 530
531 0 14.34 0 0 1 0 0 0 0 0 0 0 0 531
532 1 14.19 0 0 0 1 0 0 0 0 0 0 0 532
533 0 14.22 0 0 0 0 1 0 0 0 0 0 0 533
534 0 14.15 0 0 0 0 0 1 0 0 0 0 0 534
535 0 14.00 0 0 0 0 0 0 1 0 0 0 0 535
536 1 14.01 0 0 0 0 0 0 0 1 0 0 0 536
537 4 13.94 0 0 0 0 0 0 0 0 1 0 0 537
538 1 14.00 0 0 0 0 0 0 0 0 0 1 0 538
539 0 13.93 0 0 0 0 0 0 0 0 0 0 1 539
540 0 14.13 0 0 0 0 0 0 0 0 0 0 0 540
541 0 14.28 1 0 0 0 0 0 0 0 0 0 0 541
542 0 14.26 0 1 0 0 0 0 0 0 0 0 0 542
543 0 14.30 0 0 1 0 0 0 0 0 0 0 0 543
544 0 14.18 0 0 0 1 0 0 0 0 0 0 0 544
545 0 14.18 0 0 0 0 1 0 0 0 0 0 0 545
546 1 14.10 0 0 0 0 0 1 0 0 0 0 0 546
547 0 14.09 0 0 0 0 0 0 1 0 0 0 0 547
548 4 14.03 0 0 0 0 0 0 0 1 0 0 0 548
549 3 14.02 0 0 0 0 0 0 0 0 1 0 0 549
550 0 14.16 0 0 0 0 0 0 0 0 0 1 0 550
551 0 14.00 0 0 0 0 0 0 0 0 0 0 1 551
552 0 14.14 0 0 0 0 0 0 0 0 0 0 0 552
553 0 14.28 1 0 0 0 0 0 0 0 0 0 0 553
554 0 13.94 0 1 0 0 0 0 0 0 0 0 0 554
555 0 14.25 0 0 1 0 0 0 0 0 0 0 0 555
556 0 14.26 0 0 0 1 0 0 0 0 0 0 0 556
557 0 14.22 0 0 0 0 1 0 0 0 0 0 0 557
558 1 14.29 0 0 0 0 0 1 0 0 0 0 0 558
559 0 14.20 0 0 0 0 0 0 1 0 0 0 0 559
560 2 14.19 0 0 0 0 0 0 0 1 0 0 0 560
561 2 14.25 0 0 0 0 0 0 0 0 1 0 0 561
562 0 14.38 0 0 0 0 0 0 0 0 0 1 0 562
563 2 14.37 0 0 0 0 0 0 0 0 0 0 1 563
564 0 14.29 0 0 0 0 0 0 0 0 0 0 0 564
565 0 14.44 1 0 0 0 0 0 0 0 0 0 0 565
566 0 14.70 0 1 0 0 0 0 0 0 0 0 0 566
567 0 14.44 0 0 1 0 0 0 0 0 0 0 0 567
568 0 14.34 0 0 0 1 0 0 0 0 0 0 0 568
569 0 14.11 0 0 0 0 1 0 0 0 0 0 0 569
570 1 14.33 0 0 0 0 0 1 0 0 0 0 0 570
571 5 14.46 0 0 0 0 0 0 1 0 0 0 0 571
572 7 14.37 0 0 0 0 0 0 0 1 0 0 0 572
573 3 14.24 0 0 0 0 0 0 0 0 1 0 0 573
574 4 14.42 0 0 0 0 0 0 0 0 0 1 0 574
575 0 14.37 0 0 0 0 0 0 0 0 0 0 1 575
576 0 14.26 0 0 0 0 0 0 0 0 0 0 0 576
577 0 14.23 1 0 0 0 0 0 0 0 0 0 0 577
578 0 14.43 0 1 0 0 0 0 0 0 0 0 0 578
579 0 14.25 0 0 1 0 0 0 0 0 0 0 0 579
580 0 14.20 0 0 0 1 0 0 0 0 0 0 0 580
581 0 14.21 0 0 0 0 1 0 0 0 0 0 0 581
582 1 14.18 0 0 0 0 0 1 0 0 0 0 0 582
583 2 14.30 0 0 0 0 0 0 1 0 0 0 0 583
584 4 14.32 0 0 0 0 0 0 0 1 0 0 0 584
585 2 14.16 0 0 0 0 0 0 0 0 1 0 0 585
586 3 14.15 0 0 0 0 0 0 0 0 0 1 0 586
587 1 14.28 0 0 0 0 0 0 0 0 0 0 1 587
588 0 14.31 0 0 0 0 0 0 0 0 0 0 0 588
589 0 14.27 1 0 0 0 0 0 0 0 0 0 0 589
590 0 14.31 0 1 0 0 0 0 0 0 0 0 0 590
591 0 14.46 0 0 1 0 0 0 0 0 0 0 0 591
592 0 14.33 0 0 0 1 0 0 0 0 0 0 0 592
593 0 14.31 0 0 0 0 1 0 0 0 0 0 0 593
594 1 14.43 0 0 0 0 0 1 0 0 0 0 0 594
595 3 14.28 0 0 0 0 0 0 1 0 0 0 0 595
596 0 14.36 0 0 0 0 0 0 0 1 0 0 0 596
597 1 14.45 0 0 0 0 0 0 0 0 1 0 0 597
598 2 14.50 0 0 0 0 0 0 0 0 0 1 0 598
599 0 14.55 0 0 0 0 0 0 0 0 0 0 1 599
600 0 14.53 0 0 0 0 0 0 0 0 0 0 0 600
601 0 14.55 1 0 0 0 0 0 0 0 0 0 0 601
602 0 14.83 0 1 0 0 0 0 0 0 0 0 0 602
603 0 14.56 0 0 1 0 0 0 0 0 0 0 0 603
604 0 14.58 0 0 0 1 0 0 0 0 0 0 0 604
605 0 14.59 0 0 0 0 1 0 0 0 0 0 0 605
606 0 14.59 0 0 0 0 0 1 0 0 0 0 0 606
607 1 14.67 0 0 0 0 0 0 1 0 0 0 0 607
608 4 14.60 0 0 0 0 0 0 0 1 0 0 0 608
609 6 14.43 0 0 0 0 0 0 0 0 1 0 0 609
610 1 14.42 0 0 0 0 0 0 0 0 0 1 0 610
611 1 14.40 0 0 0 0 0 0 0 0 0 0 1 611
612 0 14.51 0 0 0 0 0 0 0 0 0 0 0 612
613 0 14.45 1 0 0 0 0 0 0 0 0 0 0 613
614 0 14.64 0 1 0 0 0 0 0 0 0 0 0 614
615 0 14.27 0 0 1 0 0 0 0 0 0 0 0 615
616 0 14.28 0 0 0 1 0 0 0 0 0 0 0 616
617 0 14.23 0 0 0 0 1 0 0 0 0 0 0 617
618 1 14.28 0 0 0 0 0 1 0 0 0 0 0 618
619 0 14.26 0 0 0 0 0 0 1 0 0 0 0 619
620 4 14.27 0 0 0 0 0 0 0 1 0 0 0 620
621 3 14.25 0 0 0 0 0 0 0 0 1 0 0 621
622 3 14.30 0 0 0 0 0 0 0 0 0 1 0 622
623 1 14.32 0 0 0 0 0 0 0 0 0 0 1 623
624 0 14.37 0 0 0 0 0 0 0 0 0 0 0 624
625 0 14.21 1 0 0 0 0 0 0 0 0 0 0 625
626 0 14.49 0 1 0 0 0 0 0 0 0 0 0 626
627 0 14.46 0 0 1 0 0 0 0 0 0 0 0 627
628 0 14.50 0 0 0 1 0 0 0 0 0 0 0 628
629 0 14.30 0 0 0 0 1 0 0 0 0 0 0 629
630 0 14.31 0 0 0 0 0 1 0 0 0 0 0 630
631 0 14.28 0 0 0 0 0 0 1 0 0 0 0 631
632 4 14.37 0 0 0 0 0 0 0 1 0 0 0 632
633 7 14.29 0 0 0 0 0 0 0 0 1 0 0 633
634 4 14.21 0 0 0 0 0 0 0 0 0 1 0 634
635 0 14.21 0 0 0 0 0 0 0 0 0 0 1 635
636 0 14.19 0 0 0 0 0 0 0 0 0 0 0 636
637 0 14.38 1 0 0 0 0 0 0 0 0 0 0 637
638 0 14.40 0 1 0 0 0 0 0 0 0 0 0 638
639 0 14.56 0 0 1 0 0 0 0 0 0 0 0 639
640 0 14.42 0 0 0 1 0 0 0 0 0 0 0 640
641 0 14.47 0 0 0 0 1 0 0 0 0 0 0 641
642 1 14.45 0 0 0 0 0 1 0 0 0 0 0 642
643 1 14.46 0 0 0 0 0 0 1 0 0 0 0 643
644 3 14.45 0 0 0 0 0 0 0 1 0 0 0 644
645 5 14.45 0 0 0 0 0 0 0 0 1 0 0 645
646 5 14.43 0 0 0 0 0 0 0 0 0 1 0 646
647 2 14.68 0 0 0 0 0 0 0 0 0 0 1 647
648 0 14.47 0 0 0 0 0 0 0 0 0 0 0 648
649 0 14.74 1 0 0 0 0 0 0 0 0 0 0 649
650 0 14.75 0 1 0 0 0 0 0 0 0 0 0 650
651 0 14.81 0 0 1 0 0 0 0 0 0 0 0 651
652 0 14.54 0 0 0 1 0 0 0 0 0 0 0 652
653 0 14.51 0 0 0 0 1 0 0 0 0 0 0 653
654 0 14.43 0 0 0 0 0 1 0 0 0 0 0 654
655 1 14.53 0 0 0 0 0 0 1 0 0 0 0 655
656 3 14.43 0 0 0 0 0 0 0 1 0 0 0 656
657 8 14.46 0 0 0 0 0 0 0 0 1 0 0 657
658 0 14.48 0 0 0 0 0 0 0 0 0 1 0 658
659 0 14.51 0 0 0 0 0 0 0 0 0 0 1 659
660 0 14.33 0 0 0 0 0 0 0 0 0 0 0 660
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) temperature M1 M2 M3 M4
-4.444e+00 3.312e-01 -1.922e-01 -2.305e-01 -2.484e-01 -2.261e-01
M5 M6 M7 M8 M9 M10
-8.967e-02 2.404e-01 5.482e-01 2.313e+00 3.023e+00 1.494e+00
M11 t
6.423e-01 2.264e-05
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-3.2553 -0.3906 -0.0684 0.1192 5.1478
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -4.444e+00 3.684e+00 -1.206 0.228087
temperature 3.312e-01 2.652e-01 1.249 0.212217
M1 -1.922e-01 1.875e-01 -1.025 0.305888
M2 -2.305e-01 1.876e-01 -1.228 0.219713
M3 -2.484e-01 1.876e-01 -1.324 0.185935
M4 -2.261e-01 1.874e-01 -1.206 0.228130
M5 -8.967e-02 1.872e-01 -0.479 0.632168
M6 2.404e-01 1.872e-01 1.284 0.199613
M7 5.482e-01 1.872e-01 2.928 0.003532 **
M8 2.313e+00 1.872e-01 12.351 < 2e-16 ***
M9 3.023e+00 1.873e-01 16.144 < 2e-16 ***
M10 1.494e+00 1.872e-01 7.979 6.74e-15 ***
M11 6.423e-01 1.873e-01 3.430 0.000642 ***
t 2.264e-05 2.715e-04 0.083 0.933576
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 0.9818 on 646 degrees of freedom
Multiple R-squared: 0.539, Adjusted R-squared: 0.5298
F-statistic: 58.11 on 13 and 646 DF, p-value: < 2.2e-16
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 5.553781e-03 1.110756e-02 0.994446219
[2,] 1.653552e-02 3.307104e-02 0.983464482
[3,] 1.832541e-02 3.665083e-02 0.981674587
[4,] 3.159239e-02 6.318478e-02 0.968407609
[5,] 7.146376e-01 5.707248e-01 0.285362414
[6,] 6.304646e-01 7.390708e-01 0.369535398
[7,] 5.393921e-01 9.212158e-01 0.460607898
[8,] 4.680491e-01 9.360981e-01 0.531950936
[9,] 4.034689e-01 8.069378e-01 0.596531095
[10,] 3.242584e-01 6.485168e-01 0.675741606
[11,] 2.649898e-01 5.299795e-01 0.735010242
[12,] 2.020692e-01 4.041384e-01 0.797930791
[13,] 1.692480e-01 3.384961e-01 0.830751967
[14,] 1.285169e-01 2.570338e-01 0.871483113
[15,] 1.077149e-01 2.154298e-01 0.892285107
[16,] 1.311361e-01 2.622723e-01 0.868863868
[17,] 2.583058e-01 5.166116e-01 0.741694200
[18,] 8.860923e-01 2.278154e-01 0.113907694
[19,] 8.887363e-01 2.225273e-01 0.111263661
[20,] 8.591684e-01 2.816632e-01 0.140831615
[21,] 8.256346e-01 3.487308e-01 0.174365402
[22,] 7.875002e-01 4.249996e-01 0.212499806
[23,] 7.457266e-01 5.085468e-01 0.254273383
[24,] 7.006787e-01 5.986426e-01 0.299321293
[25,] 6.576170e-01 6.847660e-01 0.342382979
[26,] 6.097314e-01 7.805372e-01 0.390268603
[27,] 5.710197e-01 8.579606e-01 0.428980302
[28,] 5.195450e-01 9.609100e-01 0.480454988
[29,] 4.755952e-01 9.511903e-01 0.524404848
[30,] 4.593303e-01 9.186607e-01 0.540669661
[31,] 4.204427e-01 8.408855e-01 0.579557265
[32,] 3.750760e-01 7.501521e-01 0.624923968
[33,] 3.289947e-01 6.579894e-01 0.671005299
[34,] 3.329159e-01 6.658318e-01 0.667084092
[35,] 2.897017e-01 5.794034e-01 0.710298298
[36,] 2.492377e-01 4.984754e-01 0.750762301
[37,] 2.223929e-01 4.447858e-01 0.777607104
[38,] 1.885251e-01 3.770503e-01 0.811474873
[39,] 1.607495e-01 3.214989e-01 0.839250533
[40,] 1.572057e-01 3.144114e-01 0.842794280
[41,] 2.593968e-01 5.187936e-01 0.740603217
[42,] 2.366817e-01 4.733633e-01 0.763318349
[43,] 2.091207e-01 4.182415e-01 0.790879265
[44,] 1.787128e-01 3.574256e-01 0.821287185
[45,] 1.521663e-01 3.043326e-01 0.847833694
[46,] 1.277234e-01 2.554467e-01 0.872276635
[47,] 1.073596e-01 2.147191e-01 0.892640447
[48,] 8.923451e-02 1.784690e-01 0.910765494
[49,] 8.203239e-02 1.640648e-01 0.917967607
[50,] 6.725345e-02 1.345069e-01 0.932746555
[51,] 5.498288e-02 1.099658e-01 0.945017118
[52,] 4.519389e-02 9.038779e-02 0.954806105
[53,] 3.975605e-02 7.951210e-02 0.960243952
[54,] 5.644683e-02 1.128937e-01 0.943553171
[55,] 4.987916e-02 9.975831e-02 0.950120844
[56,] 5.115310e-02 1.023062e-01 0.948846905
[57,] 4.130383e-02 8.260766e-02 0.958696171
[58,] 3.328148e-02 6.656297e-02 0.966718516
[59,] 2.645644e-02 5.291288e-02 0.973543560
[60,] 2.086749e-02 4.173498e-02 0.979132511
[61,] 1.743728e-02 3.487456e-02 0.982562722
[62,] 1.748146e-02 3.496293e-02 0.982518537
[63,] 1.566787e-02 3.133573e-02 0.984332134
[64,] 1.501213e-02 3.002425e-02 0.984987874
[65,] 1.217874e-02 2.435748e-02 0.987821262
[66,] 2.145611e-02 4.291222e-02 0.978543889
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[366,] 5.567865e-01 8.864270e-01 0.443213501
[367,] 5.472314e-01 9.055372e-01 0.452768617
[368,] 5.257524e-01 9.484953e-01 0.474247648
[369,] 5.035978e-01 9.928043e-01 0.496402161
[370,] 4.813948e-01 9.627895e-01 0.518605229
[371,] 4.594927e-01 9.189853e-01 0.540507349
[372,] 4.371588e-01 8.743177e-01 0.562841171
[373,] 4.151638e-01 8.303276e-01 0.584836221
[374,] 3.963716e-01 7.927431e-01 0.603628428
[375,] 3.766689e-01 7.533377e-01 0.623331131
[376,] 3.634512e-01 7.269023e-01 0.636548832
[377,] 4.143102e-01 8.286204e-01 0.585689813
[378,] 3.998024e-01 7.996049e-01 0.600197565
[379,] 4.189344e-01 8.378688e-01 0.581065611
[380,] 3.982325e-01 7.964649e-01 0.601767529
[381,] 3.765893e-01 7.531785e-01 0.623410740
[382,] 3.555182e-01 7.110364e-01 0.644481814
[383,] 3.347481e-01 6.694961e-01 0.665251929
[384,] 3.143658e-01 6.287316e-01 0.685634184
[385,] 3.184967e-01 6.369935e-01 0.681503256
[386,] 3.064730e-01 6.129459e-01 0.693527029
[387,] 2.966554e-01 5.933108e-01 0.703344590
[388,] 2.822222e-01 5.644445e-01 0.717777753
[389,] 2.757057e-01 5.514113e-01 0.724294348
[390,] 2.629388e-01 5.258775e-01 0.737061230
[391,] 2.842723e-01 5.685445e-01 0.715727740
[392,] 2.664590e-01 5.329180e-01 0.733541006
[393,] 2.489727e-01 4.979454e-01 0.751027291
[394,] 2.321250e-01 4.642500e-01 0.767875024
[395,] 2.162006e-01 4.324011e-01 0.783799445
[396,] 2.003002e-01 4.006005e-01 0.799699773
[397,] 1.855390e-01 3.710781e-01 0.814460966
[398,] 2.184042e-01 4.368084e-01 0.781595794
[399,] 2.097137e-01 4.194275e-01 0.790286260
[400,] 2.357371e-01 4.714741e-01 0.764262938
[401,] 2.194198e-01 4.388396e-01 0.780580192
[402,] 2.466127e-01 4.932253e-01 0.753387330
[403,] 2.368595e-01 4.737191e-01 0.763140459
[404,] 2.201667e-01 4.403334e-01 0.779833315
[405,] 2.035968e-01 4.071936e-01 0.796403204
[406,] 1.878812e-01 3.757625e-01 0.812118765
[407,] 1.729427e-01 3.458854e-01 0.827057297
[408,] 1.586813e-01 3.173627e-01 0.841318662
[409,] 1.455479e-01 2.910958e-01 0.854452121
[410,] 1.340461e-01 2.680923e-01 0.865953859
[411,] 1.285849e-01 2.571699e-01 0.871415073
[412,] 1.233071e-01 2.466142e-01 0.876692919
[413,] 1.342685e-01 2.685371e-01 0.865731471
[414,] 1.581496e-01 3.162991e-01 0.841850435
[415,] 1.512730e-01 3.025461e-01 0.848726955
[416,] 1.383086e-01 2.766172e-01 0.861691388
[417,] 1.258822e-01 2.517644e-01 0.874117795
[418,] 1.144894e-01 2.289787e-01 0.885510629
[419,] 1.037517e-01 2.075034e-01 0.896248285
[420,] 9.372269e-02 1.874454e-01 0.906277308
[421,] 8.436608e-02 1.687322e-01 0.915633918
[422,] 7.657438e-02 1.531488e-01 0.923425621
[423,] 7.400705e-02 1.480141e-01 0.925992949
[424,] 8.264022e-02 1.652804e-01 0.917359780
[425,] 1.598238e-01 3.196477e-01 0.840176154
[426,] 1.516037e-01 3.032074e-01 0.848396325
[427,] 1.417554e-01 2.835109e-01 0.858244558
[428,] 1.470852e-01 2.941703e-01 0.852914833
[429,] 1.344105e-01 2.688210e-01 0.865589520
[430,] 1.233760e-01 2.467519e-01 0.876624046
[431,] 1.123066e-01 2.246132e-01 0.887693392
[432,] 1.016478e-01 2.032955e-01 0.898352239
[433,] 9.191132e-02 1.838226e-01 0.908088677
[434,] 8.351309e-02 1.670262e-01 0.916486907
[435,] 9.050204e-02 1.810041e-01 0.909497964
[436,] 8.311150e-02 1.662230e-01 0.916888504
[437,] 7.477966e-02 1.495593e-01 0.925220345
[438,] 6.778268e-02 1.355654e-01 0.932217324
[439,] 6.301767e-02 1.260353e-01 0.936982334
[440,] 5.663472e-02 1.132694e-01 0.943365280
[441,] 5.031295e-02 1.006259e-01 0.949687049
[442,] 4.460476e-02 8.920953e-02 0.955395235
[443,] 3.946800e-02 7.893600e-02 0.960532000
[444,] 3.472554e-02 6.945109e-02 0.965274456
[445,] 3.059085e-02 6.118169e-02 0.969409153
[446,] 3.986353e-02 7.972707e-02 0.960136467
[447,] 3.743718e-02 7.487436e-02 0.962562818
[448,] 4.769423e-02 9.538846e-02 0.952305768
[449,] 5.174681e-02 1.034936e-01 0.948253190
[450,] 6.503968e-02 1.300794e-01 0.934960322
[451,] 6.022530e-02 1.204506e-01 0.939774703
[452,] 5.375210e-02 1.075042e-01 0.946247901
[453,] 4.754275e-02 9.508550e-02 0.952457250
[454,] 4.184011e-02 8.368022e-02 0.958159890
[455,] 3.695427e-02 7.390855e-02 0.963045727
[456,] 3.230923e-02 6.461845e-02 0.967690774
[457,] 2.820802e-02 5.641603e-02 0.971791985
[458,] 2.495695e-02 4.991390e-02 0.975043048
[459,] 2.474112e-02 4.948224e-02 0.975258882
[460,] 2.203185e-02 4.406370e-02 0.977968148
[461,] 1.995048e-02 3.990096e-02 0.980049521
[462,] 1.913609e-02 3.827218e-02 0.980863909
[463,] 1.745037e-02 3.490074e-02 0.982549631
[464,] 1.495961e-02 2.991922e-02 0.985040391
[465,] 1.274574e-02 2.549148e-02 0.987254258
[466,] 1.085187e-02 2.170375e-02 0.989148127
[467,] 9.185558e-03 1.837112e-02 0.990814442
[468,] 7.741149e-03 1.548230e-02 0.992258851
[469,] 6.504572e-03 1.300914e-02 0.993495428
[470,] 5.680159e-03 1.136032e-02 0.994319841
[471,] 5.732295e-03 1.146459e-02 0.994267705
[472,] 6.255350e-03 1.251070e-02 0.993744650
[473,] 1.618337e-02 3.236674e-02 0.983816629
[474,] 1.572896e-02 3.145792e-02 0.984271038
[475,] 1.412546e-02 2.825093e-02 0.985874537
[476,] 1.206046e-02 2.412092e-02 0.987939542
[477,] 1.028651e-02 2.057301e-02 0.989713493
[478,] 8.721552e-03 1.744310e-02 0.991278448
[479,] 7.361533e-03 1.472307e-02 0.992638467
[480,] 6.173157e-03 1.234631e-02 0.993826843
[481,] 5.193196e-03 1.038639e-02 0.994806804
[482,] 4.679492e-03 9.358985e-03 0.995320508
[483,] 8.568563e-03 1.713713e-02 0.991431437
[484,] 7.357163e-03 1.471433e-02 0.992642837
[485,] 8.765279e-03 1.753056e-02 0.991234721
[486,] 8.592515e-03 1.718503e-02 0.991407485
[487,] 7.647896e-03 1.529579e-02 0.992352104
[488,] 6.411579e-03 1.282316e-02 0.993588421
[489,] 5.336638e-03 1.067328e-02 0.994663362
[490,] 4.437054e-03 8.874108e-03 0.995562946
[491,] 3.653473e-03 7.306947e-03 0.996346527
[492,] 2.993831e-03 5.987661e-03 0.997006169
[493,] 2.448919e-03 4.897838e-03 0.997551081
[494,] 2.082053e-03 4.164105e-03 0.997917947
[495,] 4.022381e-03 8.044761e-03 0.995977619
[496,] 8.345862e-03 1.669172e-02 0.991654138
[497,] 1.027880e-02 2.055760e-02 0.989721198
[498,] 1.766054e-02 3.532108e-02 0.982339461
[499,] 1.585435e-02 3.170870e-02 0.984145649
[500,] 1.346537e-02 2.693075e-02 0.986534627
[501,] 1.137482e-02 2.274964e-02 0.988625181
[502,] 9.572071e-03 1.914414e-02 0.990427929
[503,] 8.056047e-03 1.611209e-02 0.991943953
[504,] 6.681482e-03 1.336296e-02 0.993318518
[505,] 5.558199e-03 1.111640e-02 0.994441801
[506,] 4.844566e-03 9.689132e-03 0.995155434
[507,] 4.599329e-03 9.198658e-03 0.995400671
[508,] 7.155078e-03 1.431016e-02 0.992844922
[509,] 6.583393e-03 1.316679e-02 0.993416607
[510,] 6.986401e-03 1.397280e-02 0.993013599
[511,] 6.072590e-03 1.214518e-02 0.993927410
[512,] 5.032183e-03 1.006437e-02 0.994967817
[513,] 4.115679e-03 8.231359e-03 0.995884321
[514,] 3.364042e-03 6.728084e-03 0.996635958
[515,] 2.736789e-03 5.473579e-03 0.997263211
[516,] 2.948476e-03 5.896951e-03 0.997051524
[517,] 2.398335e-03 4.796669e-03 0.997601665
[518,] 1.973879e-03 3.947758e-03 0.998026121
[519,] 1.795966e-03 3.591932e-03 0.998204034
[520,] 3.033543e-03 6.067087e-03 0.996966457
[521,] 2.598544e-03 5.197089e-03 0.997401456
[522,] 2.358385e-03 4.716769e-03 0.997641615
[523,] 1.986663e-03 3.973326e-03 0.998013337
[524,] 1.596491e-03 3.192981e-03 0.998403509
[525,] 1.268051e-03 2.536102e-03 0.998731949
[526,] 1.006387e-03 2.012775e-03 0.998993613
[527,] 7.925531e-04 1.585106e-03 0.999207447
[528,] 6.223202e-04 1.244640e-03 0.999377680
[529,] 4.857836e-04 9.715673e-04 0.999514216
[530,] 4.082619e-04 8.165237e-04 0.999591738
[531,] 3.980569e-04 7.961137e-04 0.999601943
[532,] 4.090212e-04 8.180424e-04 0.999590979
[533,] 3.486594e-04 6.973189e-04 0.999651341
[534,] 7.078680e-04 1.415736e-03 0.999292132
[535,] 5.947580e-04 1.189516e-03 0.999405242
[536,] 4.597348e-04 9.194697e-04 0.999540265
[537,] 3.516124e-04 7.032249e-04 0.999648388
[538,] 2.713918e-04 5.427836e-04 0.999728608
[539,] 2.058015e-04 4.116030e-04 0.999794199
[540,] 1.548170e-04 3.096340e-04 0.999845183
[541,] 1.158369e-04 2.316738e-04 0.999884163
[542,] 9.209572e-05 1.841914e-04 0.999907904
[543,] 1.029396e-04 2.058792e-04 0.999897060
[544,] 1.169849e-04 2.339698e-04 0.999883015
[545,] 2.577227e-04 5.154453e-04 0.999742277
[546,] 9.384071e-04 1.876814e-03 0.999061593
[547,] 1.020197e-03 2.040394e-03 0.998979803
[548,] 7.826199e-04 1.565240e-03 0.999217380
[549,] 5.954984e-04 1.190997e-03 0.999404502
[550,] 4.510987e-04 9.021973e-04 0.999548901
[551,] 3.384166e-04 6.768333e-04 0.999661583
[552,] 2.520535e-04 5.041071e-04 0.999747946
[553,] 1.863317e-04 3.726634e-04 0.999813668
[554,] 1.429133e-04 2.858266e-04 0.999857087
[555,] 3.731486e-03 7.462973e-03 0.996268514
[556,] 5.883353e-02 1.176671e-01 0.941166468
[557,] 6.250063e-02 1.250013e-01 0.937499374
[558,] 8.372071e-02 1.674414e-01 0.916279293
[559,] 7.459720e-02 1.491944e-01 0.925402804
[560,] 6.358436e-02 1.271687e-01 0.936415644
[561,] 5.361453e-02 1.072291e-01 0.946385474
[562,] 4.494468e-02 8.988935e-02 0.955055324
[563,] 3.735526e-02 7.471053e-02 0.962644737
[564,] 3.084428e-02 6.168855e-02 0.969155724
[565,] 2.532497e-02 5.064994e-02 0.974675030
[566,] 2.228370e-02 4.456740e-02 0.977716298
[567,] 2.381997e-02 4.763995e-02 0.976180026
[568,] 2.646437e-02 5.292874e-02 0.973535631
[569,] 6.200420e-02 1.240084e-01 0.937995797
[570,] 5.744687e-02 1.148937e-01 0.942553135
[571,] 4.994287e-02 9.988575e-02 0.950057127
[572,] 4.169003e-02 8.338007e-02 0.958309966
[573,] 3.428774e-02 6.857547e-02 0.965712264
[574,] 2.795426e-02 5.590853e-02 0.972045737
[575,] 2.270977e-02 4.541954e-02 0.977290231
[576,] 1.830339e-02 3.660677e-02 0.981696613
[577,] 1.466993e-02 2.933986e-02 0.985330071
[578,] 1.344535e-02 2.689070e-02 0.986554649
[579,] 4.272830e-02 8.545659e-02 0.957271703
[580,] 1.472291e-01 2.944582e-01 0.852770917
[581,] 7.442893e-01 5.114215e-01 0.255710725
[582,] 7.175168e-01 5.649663e-01 0.282483159
[583,] 7.024348e-01 5.951304e-01 0.297565213
[584,] 6.635229e-01 6.729542e-01 0.336477096
[585,] 6.221892e-01 7.556217e-01 0.377810829
[586,] 5.792791e-01 8.414417e-01 0.420720860
[587,] 5.349037e-01 9.301926e-01 0.465096294
[588,] 4.897410e-01 9.794820e-01 0.510258999
[589,] 4.445993e-01 8.891987e-01 0.555400658
[590,] 4.133341e-01 8.266682e-01 0.586665890
[591,] 3.730760e-01 7.461521e-01 0.626923968
[592,] 3.433171e-01 6.866342e-01 0.656682916
[593,] 3.281904e-01 6.563809e-01 0.671809558
[594,] 4.306296e-01 8.612591e-01 0.569370440
[595,] 3.841916e-01 7.683832e-01 0.615808393
[596,] 3.409189e-01 6.818377e-01 0.659081136
[597,] 2.970294e-01 5.940587e-01 0.702970647
[598,] 2.568698e-01 5.137397e-01 0.743130158
[599,] 2.190035e-01 4.380071e-01 0.780996459
[600,] 1.831152e-01 3.662304e-01 0.816884820
[601,] 1.508340e-01 3.016681e-01 0.849165967
[602,] 1.307358e-01 2.614717e-01 0.869264167
[603,] 1.114232e-01 2.228464e-01 0.888576782
[604,] 9.798350e-02 1.959670e-01 0.902016499
[605,] 4.903451e-01 9.806901e-01 0.509654929
[606,] 4.427423e-01 8.854845e-01 0.557257735
[607,] 3.846112e-01 7.692225e-01 0.615388767
[608,] 3.459950e-01 6.919900e-01 0.654005007
[609,] 2.919572e-01 5.839145e-01 0.708042766
[610,] 2.445314e-01 4.890628e-01 0.755468595
[611,] 1.975033e-01 3.950065e-01 0.802496745
[612,] 1.656307e-01 3.312614e-01 0.834369303
[613,] 1.287036e-01 2.574072e-01 0.871296375
[614,] 1.116117e-01 2.232234e-01 0.888388282
[615,] 1.125547e-01 2.251095e-01 0.887445273
[616,] 8.501658e-02 1.700332e-01 0.914983422
[617,] 6.983049e-02 1.396610e-01 0.930169509
[618,] 7.113815e-02 1.422763e-01 0.928861852
[619,] 5.678114e-02 1.135623e-01 0.943218856
[620,] 3.848294e-02 7.696588e-02 0.961517061
[621,] 2.389399e-02 4.778797e-02 0.976106015
[622,] 1.397900e-02 2.795800e-02 0.986020999
[623,] 7.652542e-03 1.530508e-02 0.992347458
[624,] 4.023268e-03 8.046536e-03 0.995976732
[625,] 2.034111e-03 4.068222e-03 0.997965889
[626,] 8.494761e-04 1.698952e-03 0.999150524
[627,] 3.580731e-04 7.161462e-04 0.999641927
> postscript(file="/var/fisher/rcomp/tmp/1nb6f1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/26yjc1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/3xpt41383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/44vdk1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/5gczz1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> qqnorm(mysum$resid, main='Residual Normal Q-Q Plot')
> qqline(mysum$resid)
> grid()
> dev.off()
null device
1
> (myerror <- as.ts(mysum$resid))
Time Series:
Start = 1
End = 660
Frequency = 1
1 2 3 4 5
-4.931892e-02 5.520220e-02 6.977143e-02 3.750052e-02 8.712721e-01
6 7 8 9 10
-4.422728e-01 2.830160e-01 -4.880863e-01 -1.951903e-01 -6.892921e-01
11 12 13 14 15
1.722377e-01 -1.390763e-01 -5.290208e-02 6.486519e-02 6.618826e-02
16 17 18 19 20
3.391736e-02 -1.025073e-01 -3.895598e-01 -7.205671e-01 5.017074e-01
21 22 23 24 25
3.801227e+00 3.104363e-01 1.785892e-01 -1.525941e-01 7.928782e-02
26 27 28 29 30
1.076436e-01 6.591664e-02 8.663034e-02 -8.290965e-02 -4.229469e-01
31 32 33 34 35
-7.142157e-01 1.537863e+00 -1.824874e-01 4.363149e+00 -7.355825e-01
36 37 38 39 40
-1.495542e-01 8.563927e-02 1.570450e-01 1.120065e-01 7.311256e-02
41 42 43 44 45
8.936380e-01 -4.265300e-01 -7.476027e-01 4.614257e-01 7.476987e-01
46 47 48 49 50
2.668431e-01 -8.484464e-01 -2.557950e-01 -5.702849e-02 9.911965e-01
51 52 53 54 55
7.530800e-02 3.298638e-03 -1.231914e-01 -4.566055e-01 -7.644320e-01
56 57 58 59 60
-5.289113e-01 -1.232704e+00 3.162445e-01 -7.857988e-01 -1.765898e-01
61 62 63 64 65
-4.405397e-02 -2.894438e-02 -1.106361e-02 -2.677683e-02 8.533562e-01
66 67 68 69 70
-4.568771e-01 -7.613921e-01 4.708171e-01 -2.495331e-01 2.279546e+00
71 72 73 74 75
1.642565e-01 7.535963e-01 4.839748e-02 4.694937e-02 8.469937e-02
76 77 78 79 80
6.567461e-02 -4.756924e-02 5.991474e-01 3.277478e-01 -4.665353e-01
81 82 83 84 85
8.031799e-01 -6.710526e-01 1.374926e-01 8.493593e-01 -5.453183e-02
86 87 88 89 90
6.985851e-02 1.407239e-01 9.189529e-02 -4.452932e-02 -3.945011e-01
91 92 93 94 95
2.910493e-01 1.480208e+00 1.809531e+00 3.253642e-01 -7.700560e-01
96 97 98 99 100
-1.078623e-01 5.116576e-02 1.325061e-01 1.272061e-01 1.048698e-01
101 102 103 104 105
-2.493172e-02 6.284080e-01 3.007123e-01 -1.427340e+00 -1.576249e-01
106 107 108 109 110
-6.285458e-01 -7.802622e-01 -1.644301e-01 2.440183e-02 3.619988e-02
111 112 113 114 115
5.739219e-02 2.843282e-02 -1.344841e-01 1.522167e+00 -7.525440e-01
116 117 118 119 120
-1.540204e+00 -2.340619e-01 -6.950482e-01 -8.732569e-01 -2.640479e-01
121 122 123 124 125
-1.282005e-01 -4.023712e-02 2.069364e-02 1.822658e-02 -1.446903e-01
126 127 128 129 130
5.649455e-01 -7.793079e-01 1.482705e+00 7.722896e-01 -7.019429e-01
131 132 133 134 135
-8.569708e-01 -2.278926e-01 -3.906064e-02 -4.081829e-03 -2.593952e-02
136 137 138 139 140
-2.509504e-02 8.682842e-01 1.541493e+00 2.270436e-01 -1.514255e+00
141 142 143 144 145
-2.213590e-01 3.176547e-01 -8.108809e-01 -2.049834e-01 -6.216884e-03
146 147 148 149 150
-2.753422e-02 1.426773e-01 5.742178e-02 -8.562591e-02 5.544677e-01
151 152 153 154 155
1.243330e+00 -5.178381e-01 -1.241500e+00 -1.702486e+00 -8.144641e-01
156 157 158 159 160
-2.516166e-01 -2.304620e-02 -3.111738e-02 9.537093e-06 -5.769066e-03
161 162 163 164 165
-1.587514e-01 -4.789193e-01 2.529926e-01 -2.524733e+00 2.768163e+00
166 167 168 169 170
2.773730e-01 2.145526e+00 7.977848e-01 -3.987552e-02 -3.470055e-02
171 172 173 174 175
-7.311593e-02 -4.577915e-02 -1.391538e-01 -4.493871e-01 -7.837059e-01
176 177 178 179 180
-1.508447e+00 -3.255289e+00 2.300282e+00 3.151877e+00 7.908901e-01
181 182 183 184 185
-2.358945e-02 1.454746e-03 1.602398e-02 -9.623854e-03 -1.857869e-01
186 187 188 189 190
-4.927087e-01 2.292686e-01 -5.318992e-01 -2.248938e+00 -6.966780e-01
191 192 193 194 195
2.158229e+00 1.810488e+00 2.250046e-02 2.436389e-02 4.886773e-02
196 197 198 199 200
-3.307625e-02 -1.717011e-02 -4.101919e-01 -7.246415e-01 -1.518925e+00
201 202 203 204 205
-1.232652e+00 2.997389e-01 1.138088e+00 -2.096531e-01 1.891729e-02
206 207 208 209 210
-2.226927e-02 3.203842e-02 -3.665941e-02 -1.598379e-01 -4.733828e-01
211 212 213 214 215
-7.977670e-01 -2.552312e+00 -2.222989e+00 -1.707156e+00 5.147751e+00
216 217 218 219 220
1.793387e+00 1.982219e+00 6.687063e-02 2.183218e-02 -2.368488e-02
221 222 223 224 225
-1.369287e-01 -4.637198e-01 -7.284963e-01 -2.512845e+00 -3.219949e+00
226 227 228 229 230
3.124418e-01 1.160725e+00 7.964267e-01 -2.467595e-02 2.686055e-02
231 232 233 234 235
6.129901e-02 -3.389112e-02 -9.746190e-02 -4.308760e-01 -7.552602e-01
236 237 238 239 240
-2.523051e+00 -2.263270e+00 -7.639952e-01 4.090911e+00 1.753105e+00
241 242 243 244 245
-6.137450e-02 2.327739e-02 4.446969e-02 5.856032e-02 -4.474891e-02
246 247 248 249 250
-3.649169e-01 -6.893011e-01 -1.496830e+00 -2.187377e+00 -7.245284e-01
251 252 253 254 255
-8.365063e-01 -1.643781e-01 3.438848e-02 6.936730e-02 4.088653e-02
256 257 258 259 260
-3.443437e-02 -1.609244e-01 -4.711577e-01 2.441965e-01 2.469783e+00
261 262 263 264 265
2.756056e+00 3.271888e+00 1.036144e-01 -2.739305e-01 -4.204852e-02
266 267 268 269 270
-5.011970e-02 4.061491e-02 5.032460e-03 8.951002e-01 -4.416255e-01
271 272 273 274 275
1.260483e+00 -4.874390e-01 -2.409045e-01 3.146668e-01 -8.403611e-01
276 277 278 279 280
-1.516752e-01 7.298522e-04 9.862789e-02 1.165087e-01 6.436852e-02
281 282 283 284 285
-6.874456e-02 -3.657318e-01 2.900148e-01 1.512289e+00 2.795251e+00
286 287 288 289 290
-6.657356e-01 1.726134e-01 -1.685045e-01 7.331207e-02 1.016678e-01
291 292 293 294 295
5.331781e-02 3.098151e-02 8.945569e-01 5.478966e-01 -7.499953e-01
296 297 298 299 300
-5.542130e-01 -1.224890e+00 -1.715680e+00 1.458495e-01 -2.581876e-01
301 302 303 304 305
-9.253647e-02 -7.080381e-02 -3.636535e-02 -3.883241e-02 -1.686339e-01
306 307 308 309 310
-4.854904e-01 1.226552e+00 -5.114347e-01 -1.235096e+00 2.807365e-01
311 312 313 314 315
-8.411760e-01 -1.789823e-01 4.958805e-02 1.143707e-01 7.595532e-02
316 317 318 319 320
5.693057e-02 -7.949405e-02 5.937149e-01 2.693307e-01 1.481671e+00
321 322 323 324 325
8.143051e-01 -6.566159e-01 -8.050207e-01 -1.560732e-01 -1.691434e-02
326 327 328 329 330
4.455678e-02 2.932216e-02 3.347818e-02 -1.360618e-01 5.768856e-01
331 332 333 334 335
2.690591e-01 -4.589933e-01 -2.025242e-01 -6.535760e-01 -7.854231e-01
336 337 338 339 340
8.668359e-01 1.924095e-02 6.415438e-02 1.383313e-01 6.963347e-02
341 342 343 344 345
9.696358e-01 -3.935822e-01 2.853452e-01 3.537424e+00 -1.189550e+00
346 347 348 349 350
-6.107976e-01 -7.989409e-01 -1.897318e-01 2.411639e-03 -1.559416e-02
351 352 353 354 355
-1.095954e-02 -2.998430e-02 -1.763435e-01 -4.965115e-01 -7.977149e-01
356 357 358 359 360
-1.545637e+00 -2.361828e-01 3.028308e-01 -8.919356e-01 -2.098727e-01
361 362 363 364 365
9.789592e-01 1.393806e-02 8.638060e-03 -3.763619e-03 -1.037613e-01
366 367 368 369 370
-4.206177e-01 2.384404e-01 1.533569e+00 -2.331429e-01 1.309182e+00
371 372 373 374 375
-8.690264e-01 -2.035212e-01 -2.131238e-02 6.333950e-02 1.830105e-02
376 377 378 379 380
1.252245e-02 -1.007214e-01 5.327491e-01 1.254726e+00 4.505087e-01
381 382 383 384 385
-1.276465e+00 -7.540086e-01 -9.024134e-01 -3.263198e-01 -6.794554e-02
386 387 388 389 390
-4.290134e-02 4.783272e-03 -4.073379e-02 -1.937161e-01 -4.873918e-01
391 392 393 394 395
2.014702e-01 -5.563860e-01 1.743133e+00 -7.244764e-01 1.080757e+00
396 397 398 399 400
-2.371799e-01 -1.410710e-01 -6.966527e-02 -7.496527e-02 -5.425157e-02
401 402 403 404 405
8.424392e-01 5.024020e-01 -8.120476e-01 4.069154e-01 7.395499e-01
406 407 408 409 410
-7.181249e-01 1.106978e+00 -2.937476e-01 -1.881572e-02 9.540019e-03
411 412 413 414 415
6.715925e-02 8.396033e-03 -1.512093e-01 1.558427e+00 -7.891384e-01
416 417 418 419 420
-1.510568e+00 -2.375410e-01 -1.711773e+00 -8.634898e-01 -3.105770e-01
421 422 423 424 425
-1.581719e-01 -1.000124e-01 -8.213160e-02 -5.148328e-02 -1.945310e-01
426 427 428 429 430
-4.915182e-01 -7.894101e-01 -6.002509e-01 -1.317289e+00 -1.735226e+00
431 432 433 434 435
-9.399268e-01 -2.413063e-01 -8.227819e-02 -9.378460e-04 -9.549382e-03
436 437 438 439 440
2.109893e-02 -1.848680e-01 -4.354937e-01 -7.896817e-01 1.455774e+00
441 442 443 444 445
2.738735e+00 -7.123167e-01 1.690823e-01 8.610798e-01 -3.949982e-02
446 447 448 449 450
7.164437e-02 1.335976e-02 -2.353457e-03 -1.420896e-01 -4.688807e-01
451 452 453 454 455
1.266343e+00 4.588135e-01 -2.251097e-01 2.874116e-01 1.621876e-01
456 457 458 459 460
-2.153572e-01 -8.944452e-02 -6.440032e-02 -2.996186e-02 -2.911739e-02
461 462 463 464 465
-1.489843e-01 1.534159e+00 -7.736672e-01 -1.541458e+00 -1.232004e+00
466 467 468 469 470
-1.722795e+00 1.519814e-01 -2.288750e-01 -8.640460e-02 -1.010989e-01
471 472 473 474 475
2.881895e-03 -4.594670e-02 -1.823713e-01 -5.290316e-01 -8.699735e-01
476 477 478 479 480
4.251549e-01 -3.382452e-01 -7.826739e-01 -9.178326e-01 -3.549851e-01
481 482 483 484 485
-1.793993e-01 -7.818972e-02 -1.000474e-01 -9.257986e-02 -2.124468e-01
486 487 488 489 490
-5.491724e-01 -8.305066e-01 1.395079e+00 2.687975e+00 -7.829455e-01
491 492 493 494 495
1.381919e-01 -2.757798e-01 -4.720940e-02 -5.528058e-02 -4.071135e-02
496 497 498 499 500
-2.993226e-02 -1.365530e-01 5.366559e-01 2.175845e+00 4.047424e-01
501 502 503 504 505
-1.308985e+00 -7.732825e-01 1.081165e-01 -2.992322e-01 -1.203349e-01
506 507 508 509 510
-8.535605e-02 -1.701330e-01 -1.196154e-01 -2.196131e-01 -5.464042e-01
511 512 513 514 515
2.135835e+00 2.391225e+00 -1.302633e+00 2.170150e+00 -9.948128e-01
516 517 518 519 520
-3.326192e-01 -1.272296e-01 -1.154315e-01 -5.118922e-02 -1.132640e-01
521 522 523 524 525
-2.165732e-01 4.168973e-01 -8.942407e-01 -1.615670e+00 -3.459548e-01
526 527 528 529 530
1.229486e+00 -8.990498e-01 -2.699716e-01 -1.374358e-01 -9.583392e-02
531 532 533 534 535
-6.801853e-02 9.593182e-01 -1.870410e-01 -4.939628e-01 -7.521162e-01
536 537 538 539 540
-1.519907e+00 7.928582e-01 -6.979320e-01 -8.231561e-01 -2.470625e-01
541 542 543 544 545
-1.045920e-01 -5.967862e-02 -5.504400e-02 -3.764184e-02 -1.740665e-01
546 547 548 549 550
5.223233e-01 -7.821917e-01 1.473198e+00 -2.339058e-01 -1.751188e+00
551 552 553 554 555
-8.466085e-01 -2.506456e-01 -1.048637e-01 4.601897e-02 -3.875794e-02
556 557 558 559 560
-6.440577e-02 -1.875842e-01 4.591324e-01 -8.188902e-01 -5.800580e-01
561 562 563 564 565
-1.310343e+00 -1.824314e+00 1.030593e+00 -3.005903e-01 -1.581199e-01
566 567 568 569 570
-2.059295e-01 -1.019488e-01 -9.116970e-02 -1.514289e-01 4.456146e-01
571 572 573 574 575
4.094738e+00 4.360063e+00 -3.073028e-01 2.162168e+00 -9.696786e-01
576 577 578 579 580
-2.909273e-01 -8.884923e-02 -1.167896e-01 -3.930119e-02 -4.507979e-02
581 582 583 584 585
-1.848159e-01 4.950161e-01 1.147451e+00 1.376349e+00 -1.281082e+00
586 587 588 589 590
1.251308e+00 5.985357e-02 -3.077566e-01 -1.023670e-01 -7.732281e-02
591 592 593 594 595
-1.091151e-01 -8.840141e-02 -2.182030e-01 4.119560e-01 2.153803e+00
596 597 598 599 600
-2.637169e+00 -2.377388e+00 1.351329e-01 -1.029830e+00 -3.808821e-01
601 602 603 604 605
-1.953617e-01 -2.497944e-01 -1.425021e-01 -1.714615e-01 -3.111976e-01
606 607 608 609 610
-6.413002e-01 2.438096e-02 1.283082e+00 2.628963e+00 -8.386464e-01
611 612 613 614 615
1.957186e-02 -3.745307e-01 -1.625179e-01 -1.871468e-01 -4.673914e-02
616 617 618 619 620
-7.238697e-02 -1.922539e-01 4.610858e-01 -8.401176e-01 1.392092e+00
621 622 623 624 625
-3.117009e-01 1.200820e+00 4.579254e-02 -3.284407e-01 -8.331266e-02
626 627 628 629 630
-1.377454e-01 -1.099300e-01 -1.455124e-01 -2.157063e-01 -5.491204e-01
631 632 633 634 635
-8.470123e-01 1.358705e+00 3.674781e+00 2.230353e+00 -9.180522e-01
636 637 638 639 640
-2.691047e-01 -1.398804e-01 -1.082132e-01 -1.433170e-01 -1.192918e-01
641 642 643 644 645
-2.722741e-01 4.042464e-01 9.310838e-02 3.319406e-01 1.621525e+00
646 647 648 649 650
3.157227e+00 9.260339e-01 -3.620994e-01 -2.593674e-01 -2.243886e-01
651 652 653 654 655
-2.263771e-01 -1.593018e-01 -2.857918e-01 -5.894021e-01 6.965599e-02
656 657 658 659 660
3.382921e-01 4.617942e+00 -1.859602e+00 -1.017942e+00 -3.160095e-01
> postscript(file="/var/fisher/rcomp/tmp/6njca1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> dum <- cbind(lag(myerror,k=1),myerror)
> dum
Time Series:
Start = 0
End = 660
Frequency = 1
lag(myerror, k = 1) myerror
0 -4.931892e-02 NA
1 5.520220e-02 -4.931892e-02
2 6.977143e-02 5.520220e-02
3 3.750052e-02 6.977143e-02
4 8.712721e-01 3.750052e-02
5 -4.422728e-01 8.712721e-01
6 2.830160e-01 -4.422728e-01
7 -4.880863e-01 2.830160e-01
8 -1.951903e-01 -4.880863e-01
9 -6.892921e-01 -1.951903e-01
10 1.722377e-01 -6.892921e-01
11 -1.390763e-01 1.722377e-01
12 -5.290208e-02 -1.390763e-01
13 6.486519e-02 -5.290208e-02
14 6.618826e-02 6.486519e-02
15 3.391736e-02 6.618826e-02
16 -1.025073e-01 3.391736e-02
17 -3.895598e-01 -1.025073e-01
18 -7.205671e-01 -3.895598e-01
19 5.017074e-01 -7.205671e-01
20 3.801227e+00 5.017074e-01
21 3.104363e-01 3.801227e+00
22 1.785892e-01 3.104363e-01
23 -1.525941e-01 1.785892e-01
24 7.928782e-02 -1.525941e-01
25 1.076436e-01 7.928782e-02
26 6.591664e-02 1.076436e-01
27 8.663034e-02 6.591664e-02
28 -8.290965e-02 8.663034e-02
29 -4.229469e-01 -8.290965e-02
30 -7.142157e-01 -4.229469e-01
31 1.537863e+00 -7.142157e-01
32 -1.824874e-01 1.537863e+00
33 4.363149e+00 -1.824874e-01
34 -7.355825e-01 4.363149e+00
35 -1.495542e-01 -7.355825e-01
36 8.563927e-02 -1.495542e-01
37 1.570450e-01 8.563927e-02
38 1.120065e-01 1.570450e-01
39 7.311256e-02 1.120065e-01
40 8.936380e-01 7.311256e-02
41 -4.265300e-01 8.936380e-01
42 -7.476027e-01 -4.265300e-01
43 4.614257e-01 -7.476027e-01
44 7.476987e-01 4.614257e-01
45 2.668431e-01 7.476987e-01
46 -8.484464e-01 2.668431e-01
47 -2.557950e-01 -8.484464e-01
48 -5.702849e-02 -2.557950e-01
49 9.911965e-01 -5.702849e-02
50 7.530800e-02 9.911965e-01
51 3.298638e-03 7.530800e-02
52 -1.231914e-01 3.298638e-03
53 -4.566055e-01 -1.231914e-01
54 -7.644320e-01 -4.566055e-01
55 -5.289113e-01 -7.644320e-01
56 -1.232704e+00 -5.289113e-01
57 3.162445e-01 -1.232704e+00
58 -7.857988e-01 3.162445e-01
59 -1.765898e-01 -7.857988e-01
60 -4.405397e-02 -1.765898e-01
61 -2.894438e-02 -4.405397e-02
62 -1.106361e-02 -2.894438e-02
63 -2.677683e-02 -1.106361e-02
64 8.533562e-01 -2.677683e-02
65 -4.568771e-01 8.533562e-01
66 -7.613921e-01 -4.568771e-01
67 4.708171e-01 -7.613921e-01
68 -2.495331e-01 4.708171e-01
69 2.279546e+00 -2.495331e-01
70 1.642565e-01 2.279546e+00
71 7.535963e-01 1.642565e-01
72 4.839748e-02 7.535963e-01
73 4.694937e-02 4.839748e-02
74 8.469937e-02 4.694937e-02
75 6.567461e-02 8.469937e-02
76 -4.756924e-02 6.567461e-02
77 5.991474e-01 -4.756924e-02
78 3.277478e-01 5.991474e-01
79 -4.665353e-01 3.277478e-01
80 8.031799e-01 -4.665353e-01
81 -6.710526e-01 8.031799e-01
82 1.374926e-01 -6.710526e-01
83 8.493593e-01 1.374926e-01
84 -5.453183e-02 8.493593e-01
85 6.985851e-02 -5.453183e-02
86 1.407239e-01 6.985851e-02
87 9.189529e-02 1.407239e-01
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507 -1.196154e-01 -1.701330e-01
508 -2.196131e-01 -1.196154e-01
509 -5.464042e-01 -2.196131e-01
510 2.135835e+00 -5.464042e-01
511 2.391225e+00 2.135835e+00
512 -1.302633e+00 2.391225e+00
513 2.170150e+00 -1.302633e+00
514 -9.948128e-01 2.170150e+00
515 -3.326192e-01 -9.948128e-01
516 -1.272296e-01 -3.326192e-01
517 -1.154315e-01 -1.272296e-01
518 -5.118922e-02 -1.154315e-01
519 -1.132640e-01 -5.118922e-02
520 -2.165732e-01 -1.132640e-01
521 4.168973e-01 -2.165732e-01
522 -8.942407e-01 4.168973e-01
523 -1.615670e+00 -8.942407e-01
524 -3.459548e-01 -1.615670e+00
525 1.229486e+00 -3.459548e-01
526 -8.990498e-01 1.229486e+00
527 -2.699716e-01 -8.990498e-01
528 -1.374358e-01 -2.699716e-01
529 -9.583392e-02 -1.374358e-01
530 -6.801853e-02 -9.583392e-02
531 9.593182e-01 -6.801853e-02
532 -1.870410e-01 9.593182e-01
533 -4.939628e-01 -1.870410e-01
534 -7.521162e-01 -4.939628e-01
535 -1.519907e+00 -7.521162e-01
536 7.928582e-01 -1.519907e+00
537 -6.979320e-01 7.928582e-01
538 -8.231561e-01 -6.979320e-01
539 -2.470625e-01 -8.231561e-01
540 -1.045920e-01 -2.470625e-01
541 -5.967862e-02 -1.045920e-01
542 -5.504400e-02 -5.967862e-02
543 -3.764184e-02 -5.504400e-02
544 -1.740665e-01 -3.764184e-02
545 5.223233e-01 -1.740665e-01
546 -7.821917e-01 5.223233e-01
547 1.473198e+00 -7.821917e-01
548 -2.339058e-01 1.473198e+00
549 -1.751188e+00 -2.339058e-01
550 -8.466085e-01 -1.751188e+00
551 -2.506456e-01 -8.466085e-01
552 -1.048637e-01 -2.506456e-01
553 4.601897e-02 -1.048637e-01
554 -3.875794e-02 4.601897e-02
555 -6.440577e-02 -3.875794e-02
556 -1.875842e-01 -6.440577e-02
557 4.591324e-01 -1.875842e-01
558 -8.188902e-01 4.591324e-01
559 -5.800580e-01 -8.188902e-01
560 -1.310343e+00 -5.800580e-01
561 -1.824314e+00 -1.310343e+00
562 1.030593e+00 -1.824314e+00
563 -3.005903e-01 1.030593e+00
564 -1.581199e-01 -3.005903e-01
565 -2.059295e-01 -1.581199e-01
566 -1.019488e-01 -2.059295e-01
567 -9.116970e-02 -1.019488e-01
568 -1.514289e-01 -9.116970e-02
569 4.456146e-01 -1.514289e-01
570 4.094738e+00 4.456146e-01
571 4.360063e+00 4.094738e+00
572 -3.073028e-01 4.360063e+00
573 2.162168e+00 -3.073028e-01
574 -9.696786e-01 2.162168e+00
575 -2.909273e-01 -9.696786e-01
576 -8.884923e-02 -2.909273e-01
577 -1.167896e-01 -8.884923e-02
578 -3.930119e-02 -1.167896e-01
579 -4.507979e-02 -3.930119e-02
580 -1.848159e-01 -4.507979e-02
581 4.950161e-01 -1.848159e-01
582 1.147451e+00 4.950161e-01
583 1.376349e+00 1.147451e+00
584 -1.281082e+00 1.376349e+00
585 1.251308e+00 -1.281082e+00
586 5.985357e-02 1.251308e+00
587 -3.077566e-01 5.985357e-02
588 -1.023670e-01 -3.077566e-01
589 -7.732281e-02 -1.023670e-01
590 -1.091151e-01 -7.732281e-02
591 -8.840141e-02 -1.091151e-01
592 -2.182030e-01 -8.840141e-02
593 4.119560e-01 -2.182030e-01
594 2.153803e+00 4.119560e-01
595 -2.637169e+00 2.153803e+00
596 -2.377388e+00 -2.637169e+00
597 1.351329e-01 -2.377388e+00
598 -1.029830e+00 1.351329e-01
599 -3.808821e-01 -1.029830e+00
600 -1.953617e-01 -3.808821e-01
601 -2.497944e-01 -1.953617e-01
602 -1.425021e-01 -2.497944e-01
603 -1.714615e-01 -1.425021e-01
604 -3.111976e-01 -1.714615e-01
605 -6.413002e-01 -3.111976e-01
606 2.438096e-02 -6.413002e-01
607 1.283082e+00 2.438096e-02
608 2.628963e+00 1.283082e+00
609 -8.386464e-01 2.628963e+00
610 1.957186e-02 -8.386464e-01
611 -3.745307e-01 1.957186e-02
612 -1.625179e-01 -3.745307e-01
613 -1.871468e-01 -1.625179e-01
614 -4.673914e-02 -1.871468e-01
615 -7.238697e-02 -4.673914e-02
616 -1.922539e-01 -7.238697e-02
617 4.610858e-01 -1.922539e-01
618 -8.401176e-01 4.610858e-01
619 1.392092e+00 -8.401176e-01
620 -3.117009e-01 1.392092e+00
621 1.200820e+00 -3.117009e-01
622 4.579254e-02 1.200820e+00
623 -3.284407e-01 4.579254e-02
624 -8.331266e-02 -3.284407e-01
625 -1.377454e-01 -8.331266e-02
626 -1.099300e-01 -1.377454e-01
627 -1.455124e-01 -1.099300e-01
628 -2.157063e-01 -1.455124e-01
629 -5.491204e-01 -2.157063e-01
630 -8.470123e-01 -5.491204e-01
631 1.358705e+00 -8.470123e-01
632 3.674781e+00 1.358705e+00
633 2.230353e+00 3.674781e+00
634 -9.180522e-01 2.230353e+00
635 -2.691047e-01 -9.180522e-01
636 -1.398804e-01 -2.691047e-01
637 -1.082132e-01 -1.398804e-01
638 -1.433170e-01 -1.082132e-01
639 -1.192918e-01 -1.433170e-01
640 -2.722741e-01 -1.192918e-01
641 4.042464e-01 -2.722741e-01
642 9.310838e-02 4.042464e-01
643 3.319406e-01 9.310838e-02
644 1.621525e+00 3.319406e-01
645 3.157227e+00 1.621525e+00
646 9.260339e-01 3.157227e+00
647 -3.620994e-01 9.260339e-01
648 -2.593674e-01 -3.620994e-01
649 -2.243886e-01 -2.593674e-01
650 -2.263771e-01 -2.243886e-01
651 -1.593018e-01 -2.263771e-01
652 -2.857918e-01 -1.593018e-01
653 -5.894021e-01 -2.857918e-01
654 6.965599e-02 -5.894021e-01
655 3.382921e-01 6.965599e-02
656 4.617942e+00 3.382921e-01
657 -1.859602e+00 4.617942e+00
658 -1.017942e+00 -1.859602e+00
659 -3.160095e-01 -1.017942e+00
660 NA -3.160095e-01
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] 5.520220e-02 -4.931892e-02
[2,] 6.977143e-02 5.520220e-02
[3,] 3.750052e-02 6.977143e-02
[4,] 8.712721e-01 3.750052e-02
[5,] -4.422728e-01 8.712721e-01
[6,] 2.830160e-01 -4.422728e-01
[7,] -4.880863e-01 2.830160e-01
[8,] -1.951903e-01 -4.880863e-01
[9,] -6.892921e-01 -1.951903e-01
[10,] 1.722377e-01 -6.892921e-01
[11,] -1.390763e-01 1.722377e-01
[12,] -5.290208e-02 -1.390763e-01
[13,] 6.486519e-02 -5.290208e-02
[14,] 6.618826e-02 6.486519e-02
[15,] 3.391736e-02 6.618826e-02
[16,] -1.025073e-01 3.391736e-02
[17,] -3.895598e-01 -1.025073e-01
[18,] -7.205671e-01 -3.895598e-01
[19,] 5.017074e-01 -7.205671e-01
[20,] 3.801227e+00 5.017074e-01
[21,] 3.104363e-01 3.801227e+00
[22,] 1.785892e-01 3.104363e-01
[23,] -1.525941e-01 1.785892e-01
[24,] 7.928782e-02 -1.525941e-01
[25,] 1.076436e-01 7.928782e-02
[26,] 6.591664e-02 1.076436e-01
[27,] 8.663034e-02 6.591664e-02
[28,] -8.290965e-02 8.663034e-02
[29,] -4.229469e-01 -8.290965e-02
[30,] -7.142157e-01 -4.229469e-01
[31,] 1.537863e+00 -7.142157e-01
[32,] -1.824874e-01 1.537863e+00
[33,] 4.363149e+00 -1.824874e-01
[34,] -7.355825e-01 4.363149e+00
[35,] -1.495542e-01 -7.355825e-01
[36,] 8.563927e-02 -1.495542e-01
[37,] 1.570450e-01 8.563927e-02
[38,] 1.120065e-01 1.570450e-01
[39,] 7.311256e-02 1.120065e-01
[40,] 8.936380e-01 7.311256e-02
[41,] -4.265300e-01 8.936380e-01
[42,] -7.476027e-01 -4.265300e-01
[43,] 4.614257e-01 -7.476027e-01
[44,] 7.476987e-01 4.614257e-01
[45,] 2.668431e-01 7.476987e-01
[46,] -8.484464e-01 2.668431e-01
[47,] -2.557950e-01 -8.484464e-01
[48,] -5.702849e-02 -2.557950e-01
[49,] 9.911965e-01 -5.702849e-02
[50,] 7.530800e-02 9.911965e-01
[51,] 3.298638e-03 7.530800e-02
[52,] -1.231914e-01 3.298638e-03
[53,] -4.566055e-01 -1.231914e-01
[54,] -7.644320e-01 -4.566055e-01
[55,] -5.289113e-01 -7.644320e-01
[56,] -1.232704e+00 -5.289113e-01
[57,] 3.162445e-01 -1.232704e+00
[58,] -7.857988e-01 3.162445e-01
[59,] -1.765898e-01 -7.857988e-01
[60,] -4.405397e-02 -1.765898e-01
[61,] -2.894438e-02 -4.405397e-02
[62,] -1.106361e-02 -2.894438e-02
[63,] -2.677683e-02 -1.106361e-02
[64,] 8.533562e-01 -2.677683e-02
[65,] -4.568771e-01 8.533562e-01
[66,] -7.613921e-01 -4.568771e-01
[67,] 4.708171e-01 -7.613921e-01
[68,] -2.495331e-01 4.708171e-01
[69,] 2.279546e+00 -2.495331e-01
[70,] 1.642565e-01 2.279546e+00
[71,] 7.535963e-01 1.642565e-01
[72,] 4.839748e-02 7.535963e-01
[73,] 4.694937e-02 4.839748e-02
[74,] 8.469937e-02 4.694937e-02
[75,] 6.567461e-02 8.469937e-02
[76,] -4.756924e-02 6.567461e-02
[77,] 5.991474e-01 -4.756924e-02
[78,] 3.277478e-01 5.991474e-01
[79,] -4.665353e-01 3.277478e-01
[80,] 8.031799e-01 -4.665353e-01
[81,] -6.710526e-01 8.031799e-01
[82,] 1.374926e-01 -6.710526e-01
[83,] 8.493593e-01 1.374926e-01
[84,] -5.453183e-02 8.493593e-01
[85,] 6.985851e-02 -5.453183e-02
[86,] 1.407239e-01 6.985851e-02
[87,] 9.189529e-02 1.407239e-01
[88,] -4.452932e-02 9.189529e-02
[89,] -3.945011e-01 -4.452932e-02
[90,] 2.910493e-01 -3.945011e-01
[91,] 1.480208e+00 2.910493e-01
[92,] 1.809531e+00 1.480208e+00
[93,] 3.253642e-01 1.809531e+00
[94,] -7.700560e-01 3.253642e-01
[95,] -1.078623e-01 -7.700560e-01
[96,] 5.116576e-02 -1.078623e-01
[97,] 1.325061e-01 5.116576e-02
[98,] 1.272061e-01 1.325061e-01
[99,] 1.048698e-01 1.272061e-01
[100,] -2.493172e-02 1.048698e-01
[101,] 6.284080e-01 -2.493172e-02
[102,] 3.007123e-01 6.284080e-01
[103,] -1.427340e+00 3.007123e-01
[104,] -1.576249e-01 -1.427340e+00
[105,] -6.285458e-01 -1.576249e-01
[106,] -7.802622e-01 -6.285458e-01
[107,] -1.644301e-01 -7.802622e-01
[108,] 2.440183e-02 -1.644301e-01
[109,] 3.619988e-02 2.440183e-02
[110,] 5.739219e-02 3.619988e-02
[111,] 2.843282e-02 5.739219e-02
[112,] -1.344841e-01 2.843282e-02
[113,] 1.522167e+00 -1.344841e-01
[114,] -7.525440e-01 1.522167e+00
[115,] -1.540204e+00 -7.525440e-01
[116,] -2.340619e-01 -1.540204e+00
[117,] -6.950482e-01 -2.340619e-01
[118,] -8.732569e-01 -6.950482e-01
[119,] -2.640479e-01 -8.732569e-01
[120,] -1.282005e-01 -2.640479e-01
[121,] -4.023712e-02 -1.282005e-01
[122,] 2.069364e-02 -4.023712e-02
[123,] 1.822658e-02 2.069364e-02
[124,] -1.446903e-01 1.822658e-02
[125,] 5.649455e-01 -1.446903e-01
[126,] -7.793079e-01 5.649455e-01
[127,] 1.482705e+00 -7.793079e-01
[128,] 7.722896e-01 1.482705e+00
[129,] -7.019429e-01 7.722896e-01
[130,] -8.569708e-01 -7.019429e-01
[131,] -2.278926e-01 -8.569708e-01
[132,] -3.906064e-02 -2.278926e-01
[133,] -4.081829e-03 -3.906064e-02
[134,] -2.593952e-02 -4.081829e-03
[135,] -2.509504e-02 -2.593952e-02
[136,] 8.682842e-01 -2.509504e-02
[137,] 1.541493e+00 8.682842e-01
[138,] 2.270436e-01 1.541493e+00
[139,] -1.514255e+00 2.270436e-01
[140,] -2.213590e-01 -1.514255e+00
[141,] 3.176547e-01 -2.213590e-01
[142,] -8.108809e-01 3.176547e-01
[143,] -2.049834e-01 -8.108809e-01
[144,] -6.216884e-03 -2.049834e-01
[145,] -2.753422e-02 -6.216884e-03
[146,] 1.426773e-01 -2.753422e-02
[147,] 5.742178e-02 1.426773e-01
[148,] -8.562591e-02 5.742178e-02
[149,] 5.544677e-01 -8.562591e-02
[150,] 1.243330e+00 5.544677e-01
[151,] -5.178381e-01 1.243330e+00
[152,] -1.241500e+00 -5.178381e-01
[153,] -1.702486e+00 -1.241500e+00
[154,] -8.144641e-01 -1.702486e+00
[155,] -2.516166e-01 -8.144641e-01
[156,] -2.304620e-02 -2.516166e-01
[157,] -3.111738e-02 -2.304620e-02
[158,] 9.537093e-06 -3.111738e-02
[159,] -5.769066e-03 9.537093e-06
[160,] -1.587514e-01 -5.769066e-03
[161,] -4.789193e-01 -1.587514e-01
[162,] 2.529926e-01 -4.789193e-01
[163,] -2.524733e+00 2.529926e-01
[164,] 2.768163e+00 -2.524733e+00
[165,] 2.773730e-01 2.768163e+00
[166,] 2.145526e+00 2.773730e-01
[167,] 7.977848e-01 2.145526e+00
[168,] -3.987552e-02 7.977848e-01
[169,] -3.470055e-02 -3.987552e-02
[170,] -7.311593e-02 -3.470055e-02
[171,] -4.577915e-02 -7.311593e-02
[172,] -1.391538e-01 -4.577915e-02
[173,] -4.493871e-01 -1.391538e-01
[174,] -7.837059e-01 -4.493871e-01
[175,] -1.508447e+00 -7.837059e-01
[176,] -3.255289e+00 -1.508447e+00
[177,] 2.300282e+00 -3.255289e+00
[178,] 3.151877e+00 2.300282e+00
[179,] 7.908901e-01 3.151877e+00
[180,] -2.358945e-02 7.908901e-01
[181,] 1.454746e-03 -2.358945e-02
[182,] 1.602398e-02 1.454746e-03
[183,] -9.623854e-03 1.602398e-02
[184,] -1.857869e-01 -9.623854e-03
[185,] -4.927087e-01 -1.857869e-01
[186,] 2.292686e-01 -4.927087e-01
[187,] -5.318992e-01 2.292686e-01
[188,] -2.248938e+00 -5.318992e-01
[189,] -6.966780e-01 -2.248938e+00
[190,] 2.158229e+00 -6.966780e-01
[191,] 1.810488e+00 2.158229e+00
[192,] 2.250046e-02 1.810488e+00
[193,] 2.436389e-02 2.250046e-02
[194,] 4.886773e-02 2.436389e-02
[195,] -3.307625e-02 4.886773e-02
[196,] -1.717011e-02 -3.307625e-02
[197,] -4.101919e-01 -1.717011e-02
[198,] -7.246415e-01 -4.101919e-01
[199,] -1.518925e+00 -7.246415e-01
[200,] -1.232652e+00 -1.518925e+00
[201,] 2.997389e-01 -1.232652e+00
[202,] 1.138088e+00 2.997389e-01
[203,] -2.096531e-01 1.138088e+00
[204,] 1.891729e-02 -2.096531e-01
[205,] -2.226927e-02 1.891729e-02
[206,] 3.203842e-02 -2.226927e-02
[207,] -3.665941e-02 3.203842e-02
[208,] -1.598379e-01 -3.665941e-02
[209,] -4.733828e-01 -1.598379e-01
[210,] -7.977670e-01 -4.733828e-01
[211,] -2.552312e+00 -7.977670e-01
[212,] -2.222989e+00 -2.552312e+00
[213,] -1.707156e+00 -2.222989e+00
[214,] 5.147751e+00 -1.707156e+00
[215,] 1.793387e+00 5.147751e+00
[216,] 1.982219e+00 1.793387e+00
[217,] 6.687063e-02 1.982219e+00
[218,] 2.183218e-02 6.687063e-02
[219,] -2.368488e-02 2.183218e-02
[220,] -1.369287e-01 -2.368488e-02
[221,] -4.637198e-01 -1.369287e-01
[222,] -7.284963e-01 -4.637198e-01
[223,] -2.512845e+00 -7.284963e-01
[224,] -3.219949e+00 -2.512845e+00
[225,] 3.124418e-01 -3.219949e+00
[226,] 1.160725e+00 3.124418e-01
[227,] 7.964267e-01 1.160725e+00
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[585,] 1.251308e+00 -1.281082e+00
[586,] 5.985357e-02 1.251308e+00
[587,] -3.077566e-01 5.985357e-02
[588,] -1.023670e-01 -3.077566e-01
[589,] -7.732281e-02 -1.023670e-01
[590,] -1.091151e-01 -7.732281e-02
[591,] -8.840141e-02 -1.091151e-01
[592,] -2.182030e-01 -8.840141e-02
[593,] 4.119560e-01 -2.182030e-01
[594,] 2.153803e+00 4.119560e-01
[595,] -2.637169e+00 2.153803e+00
[596,] -2.377388e+00 -2.637169e+00
[597,] 1.351329e-01 -2.377388e+00
[598,] -1.029830e+00 1.351329e-01
[599,] -3.808821e-01 -1.029830e+00
[600,] -1.953617e-01 -3.808821e-01
[601,] -2.497944e-01 -1.953617e-01
[602,] -1.425021e-01 -2.497944e-01
[603,] -1.714615e-01 -1.425021e-01
[604,] -3.111976e-01 -1.714615e-01
[605,] -6.413002e-01 -3.111976e-01
[606,] 2.438096e-02 -6.413002e-01
[607,] 1.283082e+00 2.438096e-02
[608,] 2.628963e+00 1.283082e+00
[609,] -8.386464e-01 2.628963e+00
[610,] 1.957186e-02 -8.386464e-01
[611,] -3.745307e-01 1.957186e-02
[612,] -1.625179e-01 -3.745307e-01
[613,] -1.871468e-01 -1.625179e-01
[614,] -4.673914e-02 -1.871468e-01
[615,] -7.238697e-02 -4.673914e-02
[616,] -1.922539e-01 -7.238697e-02
[617,] 4.610858e-01 -1.922539e-01
[618,] -8.401176e-01 4.610858e-01
[619,] 1.392092e+00 -8.401176e-01
[620,] -3.117009e-01 1.392092e+00
[621,] 1.200820e+00 -3.117009e-01
[622,] 4.579254e-02 1.200820e+00
[623,] -3.284407e-01 4.579254e-02
[624,] -8.331266e-02 -3.284407e-01
[625,] -1.377454e-01 -8.331266e-02
[626,] -1.099300e-01 -1.377454e-01
[627,] -1.455124e-01 -1.099300e-01
[628,] -2.157063e-01 -1.455124e-01
[629,] -5.491204e-01 -2.157063e-01
[630,] -8.470123e-01 -5.491204e-01
[631,] 1.358705e+00 -8.470123e-01
[632,] 3.674781e+00 1.358705e+00
[633,] 2.230353e+00 3.674781e+00
[634,] -9.180522e-01 2.230353e+00
[635,] -2.691047e-01 -9.180522e-01
[636,] -1.398804e-01 -2.691047e-01
[637,] -1.082132e-01 -1.398804e-01
[638,] -1.433170e-01 -1.082132e-01
[639,] -1.192918e-01 -1.433170e-01
[640,] -2.722741e-01 -1.192918e-01
[641,] 4.042464e-01 -2.722741e-01
[642,] 9.310838e-02 4.042464e-01
[643,] 3.319406e-01 9.310838e-02
[644,] 1.621525e+00 3.319406e-01
[645,] 3.157227e+00 1.621525e+00
[646,] 9.260339e-01 3.157227e+00
[647,] -3.620994e-01 9.260339e-01
[648,] -2.593674e-01 -3.620994e-01
[649,] -2.243886e-01 -2.593674e-01
[650,] -2.263771e-01 -2.243886e-01
[651,] -1.593018e-01 -2.263771e-01
[652,] -2.857918e-01 -1.593018e-01
[653,] -5.894021e-01 -2.857918e-01
[654,] 6.965599e-02 -5.894021e-01
[655,] 3.382921e-01 6.965599e-02
[656,] 4.617942e+00 3.382921e-01
[657,] -1.859602e+00 4.617942e+00
[658,] -1.017942e+00 -1.859602e+00
[659,] -3.160095e-01 -1.017942e+00
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 5.520220e-02 -4.931892e-02
2 6.977143e-02 5.520220e-02
3 3.750052e-02 6.977143e-02
4 8.712721e-01 3.750052e-02
5 -4.422728e-01 8.712721e-01
6 2.830160e-01 -4.422728e-01
7 -4.880863e-01 2.830160e-01
8 -1.951903e-01 -4.880863e-01
9 -6.892921e-01 -1.951903e-01
10 1.722377e-01 -6.892921e-01
11 -1.390763e-01 1.722377e-01
12 -5.290208e-02 -1.390763e-01
13 6.486519e-02 -5.290208e-02
14 6.618826e-02 6.486519e-02
15 3.391736e-02 6.618826e-02
16 -1.025073e-01 3.391736e-02
17 -3.895598e-01 -1.025073e-01
18 -7.205671e-01 -3.895598e-01
19 5.017074e-01 -7.205671e-01
20 3.801227e+00 5.017074e-01
21 3.104363e-01 3.801227e+00
22 1.785892e-01 3.104363e-01
23 -1.525941e-01 1.785892e-01
24 7.928782e-02 -1.525941e-01
25 1.076436e-01 7.928782e-02
26 6.591664e-02 1.076436e-01
27 8.663034e-02 6.591664e-02
28 -8.290965e-02 8.663034e-02
29 -4.229469e-01 -8.290965e-02
30 -7.142157e-01 -4.229469e-01
31 1.537863e+00 -7.142157e-01
32 -1.824874e-01 1.537863e+00
33 4.363149e+00 -1.824874e-01
34 -7.355825e-01 4.363149e+00
35 -1.495542e-01 -7.355825e-01
36 8.563927e-02 -1.495542e-01
37 1.570450e-01 8.563927e-02
38 1.120065e-01 1.570450e-01
39 7.311256e-02 1.120065e-01
40 8.936380e-01 7.311256e-02
41 -4.265300e-01 8.936380e-01
42 -7.476027e-01 -4.265300e-01
43 4.614257e-01 -7.476027e-01
44 7.476987e-01 4.614257e-01
45 2.668431e-01 7.476987e-01
46 -8.484464e-01 2.668431e-01
47 -2.557950e-01 -8.484464e-01
48 -5.702849e-02 -2.557950e-01
49 9.911965e-01 -5.702849e-02
50 7.530800e-02 9.911965e-01
51 3.298638e-03 7.530800e-02
52 -1.231914e-01 3.298638e-03
53 -4.566055e-01 -1.231914e-01
54 -7.644320e-01 -4.566055e-01
55 -5.289113e-01 -7.644320e-01
56 -1.232704e+00 -5.289113e-01
57 3.162445e-01 -1.232704e+00
58 -7.857988e-01 3.162445e-01
59 -1.765898e-01 -7.857988e-01
60 -4.405397e-02 -1.765898e-01
61 -2.894438e-02 -4.405397e-02
62 -1.106361e-02 -2.894438e-02
63 -2.677683e-02 -1.106361e-02
64 8.533562e-01 -2.677683e-02
65 -4.568771e-01 8.533562e-01
66 -7.613921e-01 -4.568771e-01
67 4.708171e-01 -7.613921e-01
68 -2.495331e-01 4.708171e-01
69 2.279546e+00 -2.495331e-01
70 1.642565e-01 2.279546e+00
71 7.535963e-01 1.642565e-01
72 4.839748e-02 7.535963e-01
73 4.694937e-02 4.839748e-02
74 8.469937e-02 4.694937e-02
75 6.567461e-02 8.469937e-02
76 -4.756924e-02 6.567461e-02
77 5.991474e-01 -4.756924e-02
78 3.277478e-01 5.991474e-01
79 -4.665353e-01 3.277478e-01
80 8.031799e-01 -4.665353e-01
81 -6.710526e-01 8.031799e-01
82 1.374926e-01 -6.710526e-01
83 8.493593e-01 1.374926e-01
84 -5.453183e-02 8.493593e-01
85 6.985851e-02 -5.453183e-02
86 1.407239e-01 6.985851e-02
87 9.189529e-02 1.407239e-01
88 -4.452932e-02 9.189529e-02
89 -3.945011e-01 -4.452932e-02
90 2.910493e-01 -3.945011e-01
91 1.480208e+00 2.910493e-01
92 1.809531e+00 1.480208e+00
93 3.253642e-01 1.809531e+00
94 -7.700560e-01 3.253642e-01
95 -1.078623e-01 -7.700560e-01
96 5.116576e-02 -1.078623e-01
97 1.325061e-01 5.116576e-02
98 1.272061e-01 1.325061e-01
99 1.048698e-01 1.272061e-01
100 -2.493172e-02 1.048698e-01
101 6.284080e-01 -2.493172e-02
102 3.007123e-01 6.284080e-01
103 -1.427340e+00 3.007123e-01
104 -1.576249e-01 -1.427340e+00
105 -6.285458e-01 -1.576249e-01
106 -7.802622e-01 -6.285458e-01
107 -1.644301e-01 -7.802622e-01
108 2.440183e-02 -1.644301e-01
109 3.619988e-02 2.440183e-02
110 5.739219e-02 3.619988e-02
111 2.843282e-02 5.739219e-02
112 -1.344841e-01 2.843282e-02
113 1.522167e+00 -1.344841e-01
114 -7.525440e-01 1.522167e+00
115 -1.540204e+00 -7.525440e-01
116 -2.340619e-01 -1.540204e+00
117 -6.950482e-01 -2.340619e-01
118 -8.732569e-01 -6.950482e-01
119 -2.640479e-01 -8.732569e-01
120 -1.282005e-01 -2.640479e-01
121 -4.023712e-02 -1.282005e-01
122 2.069364e-02 -4.023712e-02
123 1.822658e-02 2.069364e-02
124 -1.446903e-01 1.822658e-02
125 5.649455e-01 -1.446903e-01
126 -7.793079e-01 5.649455e-01
127 1.482705e+00 -7.793079e-01
128 7.722896e-01 1.482705e+00
129 -7.019429e-01 7.722896e-01
130 -8.569708e-01 -7.019429e-01
131 -2.278926e-01 -8.569708e-01
132 -3.906064e-02 -2.278926e-01
133 -4.081829e-03 -3.906064e-02
134 -2.593952e-02 -4.081829e-03
135 -2.509504e-02 -2.593952e-02
136 8.682842e-01 -2.509504e-02
137 1.541493e+00 8.682842e-01
138 2.270436e-01 1.541493e+00
139 -1.514255e+00 2.270436e-01
140 -2.213590e-01 -1.514255e+00
141 3.176547e-01 -2.213590e-01
142 -8.108809e-01 3.176547e-01
143 -2.049834e-01 -8.108809e-01
144 -6.216884e-03 -2.049834e-01
145 -2.753422e-02 -6.216884e-03
146 1.426773e-01 -2.753422e-02
147 5.742178e-02 1.426773e-01
148 -8.562591e-02 5.742178e-02
149 5.544677e-01 -8.562591e-02
150 1.243330e+00 5.544677e-01
151 -5.178381e-01 1.243330e+00
152 -1.241500e+00 -5.178381e-01
153 -1.702486e+00 -1.241500e+00
154 -8.144641e-01 -1.702486e+00
155 -2.516166e-01 -8.144641e-01
156 -2.304620e-02 -2.516166e-01
157 -3.111738e-02 -2.304620e-02
158 9.537093e-06 -3.111738e-02
159 -5.769066e-03 9.537093e-06
160 -1.587514e-01 -5.769066e-03
161 -4.789193e-01 -1.587514e-01
162 2.529926e-01 -4.789193e-01
163 -2.524733e+00 2.529926e-01
164 2.768163e+00 -2.524733e+00
165 2.773730e-01 2.768163e+00
166 2.145526e+00 2.773730e-01
167 7.977848e-01 2.145526e+00
168 -3.987552e-02 7.977848e-01
169 -3.470055e-02 -3.987552e-02
170 -7.311593e-02 -3.470055e-02
171 -4.577915e-02 -7.311593e-02
172 -1.391538e-01 -4.577915e-02
173 -4.493871e-01 -1.391538e-01
174 -7.837059e-01 -4.493871e-01
175 -1.508447e+00 -7.837059e-01
176 -3.255289e+00 -1.508447e+00
177 2.300282e+00 -3.255289e+00
178 3.151877e+00 2.300282e+00
179 7.908901e-01 3.151877e+00
180 -2.358945e-02 7.908901e-01
181 1.454746e-03 -2.358945e-02
182 1.602398e-02 1.454746e-03
183 -9.623854e-03 1.602398e-02
184 -1.857869e-01 -9.623854e-03
185 -4.927087e-01 -1.857869e-01
186 2.292686e-01 -4.927087e-01
187 -5.318992e-01 2.292686e-01
188 -2.248938e+00 -5.318992e-01
189 -6.966780e-01 -2.248938e+00
190 2.158229e+00 -6.966780e-01
191 1.810488e+00 2.158229e+00
192 2.250046e-02 1.810488e+00
193 2.436389e-02 2.250046e-02
194 4.886773e-02 2.436389e-02
195 -3.307625e-02 4.886773e-02
196 -1.717011e-02 -3.307625e-02
197 -4.101919e-01 -1.717011e-02
198 -7.246415e-01 -4.101919e-01
199 -1.518925e+00 -7.246415e-01
200 -1.232652e+00 -1.518925e+00
201 2.997389e-01 -1.232652e+00
202 1.138088e+00 2.997389e-01
203 -2.096531e-01 1.138088e+00
204 1.891729e-02 -2.096531e-01
205 -2.226927e-02 1.891729e-02
206 3.203842e-02 -2.226927e-02
207 -3.665941e-02 3.203842e-02
208 -1.598379e-01 -3.665941e-02
209 -4.733828e-01 -1.598379e-01
210 -7.977670e-01 -4.733828e-01
211 -2.552312e+00 -7.977670e-01
212 -2.222989e+00 -2.552312e+00
213 -1.707156e+00 -2.222989e+00
214 5.147751e+00 -1.707156e+00
215 1.793387e+00 5.147751e+00
216 1.982219e+00 1.793387e+00
217 6.687063e-02 1.982219e+00
218 2.183218e-02 6.687063e-02
219 -2.368488e-02 2.183218e-02
220 -1.369287e-01 -2.368488e-02
221 -4.637198e-01 -1.369287e-01
222 -7.284963e-01 -4.637198e-01
223 -2.512845e+00 -7.284963e-01
224 -3.219949e+00 -2.512845e+00
225 3.124418e-01 -3.219949e+00
226 1.160725e+00 3.124418e-01
227 7.964267e-01 1.160725e+00
228 -2.467595e-02 7.964267e-01
229 2.686055e-02 -2.467595e-02
230 6.129901e-02 2.686055e-02
231 -3.389112e-02 6.129901e-02
232 -9.746190e-02 -3.389112e-02
233 -4.308760e-01 -9.746190e-02
234 -7.552602e-01 -4.308760e-01
235 -2.523051e+00 -7.552602e-01
236 -2.263270e+00 -2.523051e+00
237 -7.639952e-01 -2.263270e+00
238 4.090911e+00 -7.639952e-01
239 1.753105e+00 4.090911e+00
240 -6.137450e-02 1.753105e+00
241 2.327739e-02 -6.137450e-02
242 4.446969e-02 2.327739e-02
243 5.856032e-02 4.446969e-02
244 -4.474891e-02 5.856032e-02
245 -3.649169e-01 -4.474891e-02
246 -6.893011e-01 -3.649169e-01
247 -1.496830e+00 -6.893011e-01
248 -2.187377e+00 -1.496830e+00
249 -7.245284e-01 -2.187377e+00
250 -8.365063e-01 -7.245284e-01
251 -1.643781e-01 -8.365063e-01
252 3.438848e-02 -1.643781e-01
253 6.936730e-02 3.438848e-02
254 4.088653e-02 6.936730e-02
255 -3.443437e-02 4.088653e-02
256 -1.609244e-01 -3.443437e-02
257 -4.711577e-01 -1.609244e-01
258 2.441965e-01 -4.711577e-01
259 2.469783e+00 2.441965e-01
260 2.756056e+00 2.469783e+00
261 3.271888e+00 2.756056e+00
262 1.036144e-01 3.271888e+00
263 -2.739305e-01 1.036144e-01
264 -4.204852e-02 -2.739305e-01
265 -5.011970e-02 -4.204852e-02
266 4.061491e-02 -5.011970e-02
267 5.032460e-03 4.061491e-02
268 8.951002e-01 5.032460e-03
269 -4.416255e-01 8.951002e-01
270 1.260483e+00 -4.416255e-01
271 -4.874390e-01 1.260483e+00
272 -2.409045e-01 -4.874390e-01
273 3.146668e-01 -2.409045e-01
274 -8.403611e-01 3.146668e-01
275 -1.516752e-01 -8.403611e-01
276 7.298522e-04 -1.516752e-01
277 9.862789e-02 7.298522e-04
278 1.165087e-01 9.862789e-02
279 6.436852e-02 1.165087e-01
280 -6.874456e-02 6.436852e-02
281 -3.657318e-01 -6.874456e-02
282 2.900148e-01 -3.657318e-01
283 1.512289e+00 2.900148e-01
284 2.795251e+00 1.512289e+00
285 -6.657356e-01 2.795251e+00
286 1.726134e-01 -6.657356e-01
287 -1.685045e-01 1.726134e-01
288 7.331207e-02 -1.685045e-01
289 1.016678e-01 7.331207e-02
290 5.331781e-02 1.016678e-01
291 3.098151e-02 5.331781e-02
292 8.945569e-01 3.098151e-02
293 5.478966e-01 8.945569e-01
294 -7.499953e-01 5.478966e-01
295 -5.542130e-01 -7.499953e-01
296 -1.224890e+00 -5.542130e-01
297 -1.715680e+00 -1.224890e+00
298 1.458495e-01 -1.715680e+00
299 -2.581876e-01 1.458495e-01
300 -9.253647e-02 -2.581876e-01
301 -7.080381e-02 -9.253647e-02
302 -3.636535e-02 -7.080381e-02
303 -3.883241e-02 -3.636535e-02
304 -1.686339e-01 -3.883241e-02
305 -4.854904e-01 -1.686339e-01
306 1.226552e+00 -4.854904e-01
307 -5.114347e-01 1.226552e+00
308 -1.235096e+00 -5.114347e-01
309 2.807365e-01 -1.235096e+00
310 -8.411760e-01 2.807365e-01
311 -1.789823e-01 -8.411760e-01
312 4.958805e-02 -1.789823e-01
313 1.143707e-01 4.958805e-02
314 7.595532e-02 1.143707e-01
315 5.693057e-02 7.595532e-02
316 -7.949405e-02 5.693057e-02
317 5.937149e-01 -7.949405e-02
318 2.693307e-01 5.937149e-01
319 1.481671e+00 2.693307e-01
320 8.143051e-01 1.481671e+00
321 -6.566159e-01 8.143051e-01
322 -8.050207e-01 -6.566159e-01
323 -1.560732e-01 -8.050207e-01
324 -1.691434e-02 -1.560732e-01
325 4.455678e-02 -1.691434e-02
326 2.932216e-02 4.455678e-02
327 3.347818e-02 2.932216e-02
328 -1.360618e-01 3.347818e-02
329 5.768856e-01 -1.360618e-01
330 2.690591e-01 5.768856e-01
331 -4.589933e-01 2.690591e-01
332 -2.025242e-01 -4.589933e-01
333 -6.535760e-01 -2.025242e-01
334 -7.854231e-01 -6.535760e-01
335 8.668359e-01 -7.854231e-01
336 1.924095e-02 8.668359e-01
337 6.415438e-02 1.924095e-02
338 1.383313e-01 6.415438e-02
339 6.963347e-02 1.383313e-01
340 9.696358e-01 6.963347e-02
341 -3.935822e-01 9.696358e-01
342 2.853452e-01 -3.935822e-01
343 3.537424e+00 2.853452e-01
344 -1.189550e+00 3.537424e+00
345 -6.107976e-01 -1.189550e+00
346 -7.989409e-01 -6.107976e-01
347 -1.897318e-01 -7.989409e-01
348 2.411639e-03 -1.897318e-01
349 -1.559416e-02 2.411639e-03
350 -1.095954e-02 -1.559416e-02
351 -2.998430e-02 -1.095954e-02
352 -1.763435e-01 -2.998430e-02
353 -4.965115e-01 -1.763435e-01
354 -7.977149e-01 -4.965115e-01
355 -1.545637e+00 -7.977149e-01
356 -2.361828e-01 -1.545637e+00
357 3.028308e-01 -2.361828e-01
358 -8.919356e-01 3.028308e-01
359 -2.098727e-01 -8.919356e-01
360 9.789592e-01 -2.098727e-01
361 1.393806e-02 9.789592e-01
362 8.638060e-03 1.393806e-02
363 -3.763619e-03 8.638060e-03
364 -1.037613e-01 -3.763619e-03
365 -4.206177e-01 -1.037613e-01
366 2.384404e-01 -4.206177e-01
367 1.533569e+00 2.384404e-01
368 -2.331429e-01 1.533569e+00
369 1.309182e+00 -2.331429e-01
370 -8.690264e-01 1.309182e+00
371 -2.035212e-01 -8.690264e-01
372 -2.131238e-02 -2.035212e-01
373 6.333950e-02 -2.131238e-02
374 1.830105e-02 6.333950e-02
375 1.252245e-02 1.830105e-02
376 -1.007214e-01 1.252245e-02
377 5.327491e-01 -1.007214e-01
378 1.254726e+00 5.327491e-01
379 4.505087e-01 1.254726e+00
380 -1.276465e+00 4.505087e-01
381 -7.540086e-01 -1.276465e+00
382 -9.024134e-01 -7.540086e-01
383 -3.263198e-01 -9.024134e-01
384 -6.794554e-02 -3.263198e-01
385 -4.290134e-02 -6.794554e-02
386 4.783272e-03 -4.290134e-02
387 -4.073379e-02 4.783272e-03
388 -1.937161e-01 -4.073379e-02
389 -4.873918e-01 -1.937161e-01
390 2.014702e-01 -4.873918e-01
391 -5.563860e-01 2.014702e-01
392 1.743133e+00 -5.563860e-01
393 -7.244764e-01 1.743133e+00
394 1.080757e+00 -7.244764e-01
395 -2.371799e-01 1.080757e+00
396 -1.410710e-01 -2.371799e-01
397 -6.966527e-02 -1.410710e-01
398 -7.496527e-02 -6.966527e-02
399 -5.425157e-02 -7.496527e-02
400 8.424392e-01 -5.425157e-02
401 5.024020e-01 8.424392e-01
402 -8.120476e-01 5.024020e-01
403 4.069154e-01 -8.120476e-01
404 7.395499e-01 4.069154e-01
405 -7.181249e-01 7.395499e-01
406 1.106978e+00 -7.181249e-01
407 -2.937476e-01 1.106978e+00
408 -1.881572e-02 -2.937476e-01
409 9.540019e-03 -1.881572e-02
410 6.715925e-02 9.540019e-03
411 8.396033e-03 6.715925e-02
412 -1.512093e-01 8.396033e-03
413 1.558427e+00 -1.512093e-01
414 -7.891384e-01 1.558427e+00
415 -1.510568e+00 -7.891384e-01
416 -2.375410e-01 -1.510568e+00
417 -1.711773e+00 -2.375410e-01
418 -8.634898e-01 -1.711773e+00
419 -3.105770e-01 -8.634898e-01
420 -1.581719e-01 -3.105770e-01
421 -1.000124e-01 -1.581719e-01
422 -8.213160e-02 -1.000124e-01
423 -5.148328e-02 -8.213160e-02
424 -1.945310e-01 -5.148328e-02
425 -4.915182e-01 -1.945310e-01
426 -7.894101e-01 -4.915182e-01
427 -6.002509e-01 -7.894101e-01
428 -1.317289e+00 -6.002509e-01
429 -1.735226e+00 -1.317289e+00
430 -9.399268e-01 -1.735226e+00
431 -2.413063e-01 -9.399268e-01
432 -8.227819e-02 -2.413063e-01
433 -9.378460e-04 -8.227819e-02
434 -9.549382e-03 -9.378460e-04
435 2.109893e-02 -9.549382e-03
436 -1.848680e-01 2.109893e-02
437 -4.354937e-01 -1.848680e-01
438 -7.896817e-01 -4.354937e-01
439 1.455774e+00 -7.896817e-01
440 2.738735e+00 1.455774e+00
441 -7.123167e-01 2.738735e+00
442 1.690823e-01 -7.123167e-01
443 8.610798e-01 1.690823e-01
444 -3.949982e-02 8.610798e-01
445 7.164437e-02 -3.949982e-02
446 1.335976e-02 7.164437e-02
447 -2.353457e-03 1.335976e-02
448 -1.420896e-01 -2.353457e-03
449 -4.688807e-01 -1.420896e-01
450 1.266343e+00 -4.688807e-01
451 4.588135e-01 1.266343e+00
452 -2.251097e-01 4.588135e-01
453 2.874116e-01 -2.251097e-01
454 1.621876e-01 2.874116e-01
455 -2.153572e-01 1.621876e-01
456 -8.944452e-02 -2.153572e-01
457 -6.440032e-02 -8.944452e-02
458 -2.996186e-02 -6.440032e-02
459 -2.911739e-02 -2.996186e-02
460 -1.489843e-01 -2.911739e-02
461 1.534159e+00 -1.489843e-01
462 -7.736672e-01 1.534159e+00
463 -1.541458e+00 -7.736672e-01
464 -1.232004e+00 -1.541458e+00
465 -1.722795e+00 -1.232004e+00
466 1.519814e-01 -1.722795e+00
467 -2.288750e-01 1.519814e-01
468 -8.640460e-02 -2.288750e-01
469 -1.010989e-01 -8.640460e-02
470 2.881895e-03 -1.010989e-01
471 -4.594670e-02 2.881895e-03
472 -1.823713e-01 -4.594670e-02
473 -5.290316e-01 -1.823713e-01
474 -8.699735e-01 -5.290316e-01
475 4.251549e-01 -8.699735e-01
476 -3.382452e-01 4.251549e-01
477 -7.826739e-01 -3.382452e-01
478 -9.178326e-01 -7.826739e-01
479 -3.549851e-01 -9.178326e-01
480 -1.793993e-01 -3.549851e-01
481 -7.818972e-02 -1.793993e-01
482 -1.000474e-01 -7.818972e-02
483 -9.257986e-02 -1.000474e-01
484 -2.124468e-01 -9.257986e-02
485 -5.491724e-01 -2.124468e-01
486 -8.305066e-01 -5.491724e-01
487 1.395079e+00 -8.305066e-01
488 2.687975e+00 1.395079e+00
489 -7.829455e-01 2.687975e+00
490 1.381919e-01 -7.829455e-01
491 -2.757798e-01 1.381919e-01
492 -4.720940e-02 -2.757798e-01
493 -5.528058e-02 -4.720940e-02
494 -4.071135e-02 -5.528058e-02
495 -2.993226e-02 -4.071135e-02
496 -1.365530e-01 -2.993226e-02
497 5.366559e-01 -1.365530e-01
498 2.175845e+00 5.366559e-01
499 4.047424e-01 2.175845e+00
500 -1.308985e+00 4.047424e-01
501 -7.732825e-01 -1.308985e+00
502 1.081165e-01 -7.732825e-01
503 -2.992322e-01 1.081165e-01
504 -1.203349e-01 -2.992322e-01
505 -8.535605e-02 -1.203349e-01
506 -1.701330e-01 -8.535605e-02
507 -1.196154e-01 -1.701330e-01
508 -2.196131e-01 -1.196154e-01
509 -5.464042e-01 -2.196131e-01
510 2.135835e+00 -5.464042e-01
511 2.391225e+00 2.135835e+00
512 -1.302633e+00 2.391225e+00
513 2.170150e+00 -1.302633e+00
514 -9.948128e-01 2.170150e+00
515 -3.326192e-01 -9.948128e-01
516 -1.272296e-01 -3.326192e-01
517 -1.154315e-01 -1.272296e-01
518 -5.118922e-02 -1.154315e-01
519 -1.132640e-01 -5.118922e-02
520 -2.165732e-01 -1.132640e-01
521 4.168973e-01 -2.165732e-01
522 -8.942407e-01 4.168973e-01
523 -1.615670e+00 -8.942407e-01
524 -3.459548e-01 -1.615670e+00
525 1.229486e+00 -3.459548e-01
526 -8.990498e-01 1.229486e+00
527 -2.699716e-01 -8.990498e-01
528 -1.374358e-01 -2.699716e-01
529 -9.583392e-02 -1.374358e-01
530 -6.801853e-02 -9.583392e-02
531 9.593182e-01 -6.801853e-02
532 -1.870410e-01 9.593182e-01
533 -4.939628e-01 -1.870410e-01
534 -7.521162e-01 -4.939628e-01
535 -1.519907e+00 -7.521162e-01
536 7.928582e-01 -1.519907e+00
537 -6.979320e-01 7.928582e-01
538 -8.231561e-01 -6.979320e-01
539 -2.470625e-01 -8.231561e-01
540 -1.045920e-01 -2.470625e-01
541 -5.967862e-02 -1.045920e-01
542 -5.504400e-02 -5.967862e-02
543 -3.764184e-02 -5.504400e-02
544 -1.740665e-01 -3.764184e-02
545 5.223233e-01 -1.740665e-01
546 -7.821917e-01 5.223233e-01
547 1.473198e+00 -7.821917e-01
548 -2.339058e-01 1.473198e+00
549 -1.751188e+00 -2.339058e-01
550 -8.466085e-01 -1.751188e+00
551 -2.506456e-01 -8.466085e-01
552 -1.048637e-01 -2.506456e-01
553 4.601897e-02 -1.048637e-01
554 -3.875794e-02 4.601897e-02
555 -6.440577e-02 -3.875794e-02
556 -1.875842e-01 -6.440577e-02
557 4.591324e-01 -1.875842e-01
558 -8.188902e-01 4.591324e-01
559 -5.800580e-01 -8.188902e-01
560 -1.310343e+00 -5.800580e-01
561 -1.824314e+00 -1.310343e+00
562 1.030593e+00 -1.824314e+00
563 -3.005903e-01 1.030593e+00
564 -1.581199e-01 -3.005903e-01
565 -2.059295e-01 -1.581199e-01
566 -1.019488e-01 -2.059295e-01
567 -9.116970e-02 -1.019488e-01
568 -1.514289e-01 -9.116970e-02
569 4.456146e-01 -1.514289e-01
570 4.094738e+00 4.456146e-01
571 4.360063e+00 4.094738e+00
572 -3.073028e-01 4.360063e+00
573 2.162168e+00 -3.073028e-01
574 -9.696786e-01 2.162168e+00
575 -2.909273e-01 -9.696786e-01
576 -8.884923e-02 -2.909273e-01
577 -1.167896e-01 -8.884923e-02
578 -3.930119e-02 -1.167896e-01
579 -4.507979e-02 -3.930119e-02
580 -1.848159e-01 -4.507979e-02
581 4.950161e-01 -1.848159e-01
582 1.147451e+00 4.950161e-01
583 1.376349e+00 1.147451e+00
584 -1.281082e+00 1.376349e+00
585 1.251308e+00 -1.281082e+00
586 5.985357e-02 1.251308e+00
587 -3.077566e-01 5.985357e-02
588 -1.023670e-01 -3.077566e-01
589 -7.732281e-02 -1.023670e-01
590 -1.091151e-01 -7.732281e-02
591 -8.840141e-02 -1.091151e-01
592 -2.182030e-01 -8.840141e-02
593 4.119560e-01 -2.182030e-01
594 2.153803e+00 4.119560e-01
595 -2.637169e+00 2.153803e+00
596 -2.377388e+00 -2.637169e+00
597 1.351329e-01 -2.377388e+00
598 -1.029830e+00 1.351329e-01
599 -3.808821e-01 -1.029830e+00
600 -1.953617e-01 -3.808821e-01
601 -2.497944e-01 -1.953617e-01
602 -1.425021e-01 -2.497944e-01
603 -1.714615e-01 -1.425021e-01
604 -3.111976e-01 -1.714615e-01
605 -6.413002e-01 -3.111976e-01
606 2.438096e-02 -6.413002e-01
607 1.283082e+00 2.438096e-02
608 2.628963e+00 1.283082e+00
609 -8.386464e-01 2.628963e+00
610 1.957186e-02 -8.386464e-01
611 -3.745307e-01 1.957186e-02
612 -1.625179e-01 -3.745307e-01
613 -1.871468e-01 -1.625179e-01
614 -4.673914e-02 -1.871468e-01
615 -7.238697e-02 -4.673914e-02
616 -1.922539e-01 -7.238697e-02
617 4.610858e-01 -1.922539e-01
618 -8.401176e-01 4.610858e-01
619 1.392092e+00 -8.401176e-01
620 -3.117009e-01 1.392092e+00
621 1.200820e+00 -3.117009e-01
622 4.579254e-02 1.200820e+00
623 -3.284407e-01 4.579254e-02
624 -8.331266e-02 -3.284407e-01
625 -1.377454e-01 -8.331266e-02
626 -1.099300e-01 -1.377454e-01
627 -1.455124e-01 -1.099300e-01
628 -2.157063e-01 -1.455124e-01
629 -5.491204e-01 -2.157063e-01
630 -8.470123e-01 -5.491204e-01
631 1.358705e+00 -8.470123e-01
632 3.674781e+00 1.358705e+00
633 2.230353e+00 3.674781e+00
634 -9.180522e-01 2.230353e+00
635 -2.691047e-01 -9.180522e-01
636 -1.398804e-01 -2.691047e-01
637 -1.082132e-01 -1.398804e-01
638 -1.433170e-01 -1.082132e-01
639 -1.192918e-01 -1.433170e-01
640 -2.722741e-01 -1.192918e-01
641 4.042464e-01 -2.722741e-01
642 9.310838e-02 4.042464e-01
643 3.319406e-01 9.310838e-02
644 1.621525e+00 3.319406e-01
645 3.157227e+00 1.621525e+00
646 9.260339e-01 3.157227e+00
647 -3.620994e-01 9.260339e-01
648 -2.593674e-01 -3.620994e-01
649 -2.243886e-01 -2.593674e-01
650 -2.263771e-01 -2.243886e-01
651 -1.593018e-01 -2.263771e-01
652 -2.857918e-01 -1.593018e-01
653 -5.894021e-01 -2.857918e-01
654 6.965599e-02 -5.894021e-01
655 3.382921e-01 6.965599e-02
656 4.617942e+00 3.382921e-01
657 -1.859602e+00 4.617942e+00
658 -1.017942e+00 -1.859602e+00
659 -3.160095e-01 -1.017942e+00
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/7vu8h1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/843y91383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/fisher/rcomp/tmp/9iy1h1383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/fisher/rcomp/tmp/10rn601383551273.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/fisher/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/fisher/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, signif(mysum$coefficients[i,1],6), sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/fisher/rcomp/tmp/1120nh1383551273.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,signif(mysum$coefficients[i,1],6))
+ a<-table.element(a, signif(mysum$coefficients[i,2],6))
+ a<-table.element(a, signif(mysum$coefficients[i,3],4))
+ a<-table.element(a, signif(mysum$coefficients[i,4],6))
+ a<-table.element(a, signif(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/fisher/rcomp/tmp/12mwwa1383551274.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, signif(sqrt(mysum$r.squared),6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, signif(mysum$r.squared,6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, signif(mysum$adj.r.squared,6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, signif(mysum$fstatistic[1],6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, signif(mysum$fstatistic[2],6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, signif(mysum$fstatistic[3],6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, signif(1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]),6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, signif(mysum$sigma,6))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, signif(sum(myerror*myerror),6))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/fisher/rcomp/tmp/132yxi1383551274.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,signif(x[i],6))
+ a<-table.element(a,signif(x[i]-mysum$resid[i],6))
+ a<-table.element(a,signif(mysum$resid[i],6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/fisher/rcomp/tmp/147c8m1383551274.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,signif(gqarr[mypoint-kp3+1,1],6))
+ a<-table.element(a,signif(gqarr[mypoint-kp3+1,2],6))
+ a<-table.element(a,signif(gqarr[mypoint-kp3+1,3],6))
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/fisher/rcomp/tmp/15zazv1383551274.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,signif(numsignificant1,6))
+ a<-table.element(a,signif(numsignificant1/numgqtests,6))
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,signif(numsignificant5,6))
+ a<-table.element(a,signif(numsignificant5/numgqtests,6))
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,signif(numsignificant10,6))
+ a<-table.element(a,signif(numsignificant10/numgqtests,6))
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/fisher/rcomp/tmp/16e0ps1383551274.tab")
+ }
>
> try(system("convert tmp/1nb6f1383551273.ps tmp/1nb6f1383551273.png",intern=TRUE))
character(0)
> try(system("convert tmp/26yjc1383551273.ps tmp/26yjc1383551273.png",intern=TRUE))
character(0)
> try(system("convert tmp/3xpt41383551273.ps tmp/3xpt41383551273.png",intern=TRUE))
character(0)
> try(system("convert tmp/44vdk1383551273.ps tmp/44vdk1383551273.png",intern=TRUE))
character(0)
> try(system("convert tmp/5gczz1383551273.ps tmp/5gczz1383551273.png",intern=TRUE))
character(0)
> try(system("convert tmp/6njca1383551273.ps tmp/6njca1383551273.png",intern=TRUE))
character(0)
> try(system("convert tmp/7vu8h1383551273.ps tmp/7vu8h1383551273.png",intern=TRUE))
character(0)
> try(system("convert tmp/843y91383551273.ps tmp/843y91383551273.png",intern=TRUE))
character(0)
> try(system("convert tmp/9iy1h1383551273.ps tmp/9iy1h1383551273.png",intern=TRUE))
character(0)
> try(system("convert tmp/10rn601383551273.ps tmp/10rn601383551273.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
26.902 1.345 28.243