R version 2.15.2 (2012-10-26) -- "Trick or Treat"
Copyright (C) 2012 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i686-pc-linux-gnu (32-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
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(296
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+ ,2.7
+ ,6
+ ,51.4
+ ,0.875
+ ,3
+ ,2.5
+ ,6.7
+ ,51.4
+ ,0.875
+ ,16
+ ,2
+ ,9.9
+ ,50
+ ,0.875
+ ,98
+ ,1.6
+ ,9.8
+ ,50
+ ,0.875
+ ,7
+ ,1.6
+ ,10.3
+ ,50
+ ,0.875
+ ,23
+ ,1.8
+ ,11.5
+ ,48.4
+ ,0.875
+ ,10
+ ,2.2
+ ,9.9
+ ,48.4
+ ,0.875
+ ,7
+ ,2.1
+ ,7.2
+ ,48.4
+ ,0.875
+ ,1150
+ ,2
+ ,13.7
+ ,49.9
+ ,0.875
+ ,54
+ ,2.5
+ ,12.1
+ ,49.9
+ ,0.875
+ ,0
+ ,3.1
+ ,8.6
+ ,49.9
+ ,0.875
+ ,9
+ ,3.5
+ ,8.9
+ ,53.3
+ ,0.875
+ ,8
+ ,3.1
+ ,8
+ ,53.3
+ ,0.875
+ ,127
+ ,2.8
+ ,7.4
+ ,53.3
+ ,0.875
+ ,5
+ ,0.80
+ ,4.8
+ ,28.4
+ ,0.5
+ ,7
+ ,0.90
+ ,2.5
+ ,27.6
+ ,0.5
+ ,35
+ ,0.90
+ ,-0.60
+ ,27.6
+ ,0.5
+ ,15
+ ,0.80
+ ,0.70
+ ,27.6
+ ,0.5
+ ,1
+ ,0.50
+ ,0.90
+ ,27.6
+ ,0.5
+ ,1
+ ,0.60
+ ,1.5
+ ,29.1
+ ,0.5
+ ,0
+ ,0.40
+ ,2
+ ,29.1
+ ,0.5
+ ,1
+ ,0.40
+ ,1.8
+ ,29.1
+ ,0.5
+ ,1
+ ,0.40
+ ,-0.70
+ ,29.1
+ ,0.5
+ ,1
+ ,0.00
+ ,1.4
+ ,27.6
+ ,0.5
+ ,0
+ ,0.00
+ ,1.9
+ ,27.6
+ ,0.5
+ ,1
+ ,0.00
+ ,4.3
+ ,27.6
+ ,0.5
+ ,32
+ ,0.00
+ ,3.4
+ ,27.6
+ ,0.5
+ ,2
+ ,0.00
+ ,3.1
+ ,28.5
+ ,0.5
+ ,0
+ ,0.00
+ ,3.4
+ ,28.5
+ ,0.5
+ ,0
+ ,0.00
+ ,4.8
+ ,28.5
+ ,0.5
+ ,1
+ ,0.00
+ ,4
+ ,28.5
+ ,0.5
+ ,1
+ ,0.00
+ ,2.4
+ ,28
+ ,0.5
+ ,0
+ ,0.00
+ ,2.5
+ ,28
+ ,0.5
+ ,1
+ ,0.00
+ ,3.6
+ ,28
+ ,0.5
+ ,3
+ ,0.00
+ ,6.6
+ ,28
+ ,0.5
+ ,1
+ ,0.00
+ ,6.7
+ ,25.5
+ ,0.5
+ ,0
+ ,0.00
+ ,8.8
+ ,25.5
+ ,0.5
+ ,1
+ ,0.00
+ ,9.8
+ ,25.5
+ ,0.5
+ ,1
+ ,0.40
+ ,6.7
+ ,25.5
+ ,0.5
+ ,8
+ ,0.70
+ ,1.7
+ ,29.5
+ ,0.5
+ ,2
+ ,0.40
+ ,1.3
+ ,29.5
+ ,0.5
+ ,2
+ ,0.30
+ ,1.1
+ ,29.5
+ ,0.5
+ ,1
+ ,0.30
+ ,3.7
+ ,29.5
+ ,0.5
+ ,2
+ ,0.20
+ ,4
+ ,27
+ ,0.5
+ ,0
+ ,0.20
+ ,6.5
+ ,27
+ ,0.5
+ ,0
+ ,0.40
+ ,5.7
+ ,27
+ ,0.5
+ ,2
+ ,0.90
+ ,3
+ ,27
+ ,0.5
+ ,0
+ ,1.1
+ ,2.9
+ ,24
+ ,0.5
+ ,0
+ ,0.90
+ ,3.4
+ ,24
+ ,0.5
+ ,81
+ ,0.90
+ ,9.7
+ ,47.2
+ ,0.375
+ ,86
+ ,1.4
+ ,6.1
+ ,47.2
+ ,0.375
+ ,104
+ ,1.3
+ ,1.9
+ ,47.2
+ ,0.375
+ ,114
+ ,1
+ ,1.9
+ ,47.2
+ ,0.375
+ ,173
+ ,0.80
+ ,3.1
+ ,44
+ ,0.375
+ ,95
+ ,0.90
+ ,4.2
+ ,44
+ ,0.375
+ ,380
+ ,1.1
+ ,2.4
+ ,44
+ ,0.375
+ ,158
+ ,1.7
+ ,2.9
+ ,44
+ ,0.375
+ ,239
+ ,1.7
+ ,0.70
+ ,41
+ ,0.375
+ ,135
+ ,1.3
+ ,1
+ ,41
+ ,0.375
+ ,134
+ ,1.1
+ ,3.6
+ ,41
+ ,0.375
+ ,252
+ ,1.6
+ ,4.1
+ ,41
+ ,0.375
+ ,76
+ ,2
+ ,2.1
+ ,41
+ ,0.375
+ ,100
+ ,1.4
+ ,3.2
+ ,50.3
+ ,0.375
+ ,127
+ ,1.2
+ ,4.8
+ ,50.3
+ ,0.375
+ ,103
+ ,1.1
+ ,3.9
+ ,57.8
+ ,0.375
+ ,122
+ ,2
+ ,2.4
+ ,57.8
+ ,0.375
+ ,207
+ ,2.1
+ ,4.7
+ ,57.8
+ ,0.375
+ ,303
+ ,2
+ ,5.5
+ ,57.8
+ ,0.375
+ ,488
+ ,2.2
+ ,6.4
+ ,45.7
+ ,0.375
+ ,612
+ ,2.8
+ ,9.4
+ ,45.7
+ ,0.375
+ ,1080
+ ,3.1
+ ,7.1
+ ,45.7
+ ,0.375
+ ,317
+ ,2.2
+ ,9.2
+ ,45.7
+ ,0.375
+ ,647
+ ,2.1
+ ,15.9
+ ,47.4
+ ,0.375
+ ,265
+ ,3.2
+ ,24.2
+ ,50.2
+ ,0.375
+ ,146
+ ,4.8
+ ,16.5
+ ,50.2
+ ,0.375
+ ,448
+ ,5.2
+ ,15.9
+ ,50.2
+ ,0.375
+ ,413
+ ,5.1
+ ,8.2
+ ,50.2
+ ,0.375
+ ,1272
+ ,4.6
+ ,13.5
+ ,42.4
+ ,0.375
+ ,520
+ ,5.6
+ ,18
+ ,42.4
+ ,0.375
+ ,195
+ ,9
+ ,11.9
+ ,42.4
+ ,0.375
+ ,248
+ ,10.4
+ ,8.6
+ ,42.4
+ ,0.375
+ ,178
+ ,11.2
+ ,4.6
+ ,32.2
+ ,0.375
+ ,1278
+ ,11.2
+ ,5
+ ,32.2
+ ,0.375
+ ,298
+ ,11.5
+ ,6.1
+ ,32.2
+ ,0.375
+ ,466
+ ,3.2
+ ,8
+ ,51
+ ,0
+ ,1190
+ ,2.9
+ ,2.2
+ ,51
+ ,0
+ ,559
+ ,2.8
+ ,0.80
+ ,49
+ ,0
+ ,456
+ ,5.3
+ ,0.4
+ ,49
+ ,0
+ ,529
+ ,4.2
+ ,-0.30
+ ,51
+ ,0
+ ,616
+ ,4
+ ,1.5
+ ,51
+ ,0
+ ,311
+ ,4.2
+ ,3.4
+ ,51
+ ,0
+ ,438
+ ,6.6
+ ,2.7
+ ,51
+ ,0
+ ,1236
+ ,5.3
+ ,0.90
+ ,65.3
+ ,0
+ ,341
+ ,5.4
+ ,1.5
+ ,65.3
+ ,0
+ ,284
+ ,6.5
+ ,1.1
+ ,64
+ ,0
+ ,317
+ ,5.4
+ ,1.1
+ ,64
+ ,0
+ ,267
+ ,5.5
+ ,1.2
+ ,68
+ ,0
+ ,385
+ ,5
+ ,1.3
+ ,68
+ ,0
+ ,379
+ ,4.4
+ ,1.7
+ ,68
+ ,0
+ ,399
+ ,3.7
+ ,3
+ ,68
+ ,0
+ ,636
+ ,3.7
+ ,2.8
+ ,64
+ ,0
+ ,723
+ ,3.5
+ ,4.2
+ ,64
+ ,0
+ ,615
+ ,3.4
+ ,5.4
+ ,58
+ ,0
+ ,940
+ ,4.8
+ ,5.9
+ ,58
+ ,0
+ ,668
+ ,5.8
+ ,4.3
+ ,54
+ ,0
+ ,366
+ ,5.5
+ ,3.3
+ ,54
+ ,0
+ ,625
+ ,4.8
+ ,6.2
+ ,56
+ ,0
+ ,612
+ ,5.5
+ ,11
+ ,56
+ ,0
+ ,403
+ ,8.3
+ ,9.1
+ ,62
+ ,0
+ ,298
+ ,7.6
+ ,5.7
+ ,62
+ ,0
+ ,255
+ ,6.9
+ ,6.5
+ ,61
+ ,0
+ ,273
+ ,6
+ ,7.7
+ ,61
+ ,0
+ ,228
+ ,5.8
+ ,11.3
+ ,58
+ ,0
+ ,232
+ ,7
+ ,13.5
+ ,58
+ ,0
+ ,186
+ ,7.5
+ ,10.3
+ ,46
+ ,0
+ ,101
+ ,9.5
+ ,6.2
+ ,46
+ ,0
+ ,192
+ ,9.5
+ ,3.2
+ ,46
+ ,0
+ ,89
+ ,7.4
+ ,4.3
+ ,46
+ ,0
+ ,73
+ ,7.1
+ ,3.6
+ ,47
+ ,0
+ ,73
+ ,7.1
+ ,3.6
+ ,47
+ ,0)
+ ,dim=c(5
+ ,626)
+ ,dimnames=list(c('Strike_volume'
+ ,'Unemployment'
+ ,'Inflation'
+ ,'Parliamentary_representation_of_social_democratic_and_labor_parties'
+ ,'
Time_invariant_measure_of_union_centralization
')
+ ,1:626))
> y <- array(NA,dim=c(5,626),dimnames=list(c('Strike_volume','Unemployment','Inflation','Parliamentary_representation_of_social_democratic_and_labor_parties','
Time_invariant_measure_of_union_centralization
'),1:626))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> par3 = 'No Linear Trend'
> par2 = 'Do not include Seasonal Dummies'
> par1 = '1'
> par3 <- 'No Linear Trend'
> par2 <- 'Do not include Seasonal Dummies'
> par1 <- '1'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> library(lattice)
> library(lmtest)
Loading required package: zoo
Attaching package: 'zoo'
The following object(s) are masked from 'package:base':
as.Date, 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
Strike_volume Unemployment Inflation
1 296 1.3000 19.8
2 397 2.2000 17.2
3 360 2.5000 4.3
4 300 1.7000 0.7
5 326 1.4000 2.0
6 352 1.8000 6.3
7 195 2.3000 2.5
8 133 2.7000 1.3
9 109 2.6000 1.8
10 208 2.5000 3.8
11 173 2.5000 2.5
12 142 2.6000 -0.3
13 158 2.1000 0.5
14 243 1.6000 2.4
15 211 1.5000 4.0
16 183 1.7000 3.0
17 168 1.9000 3.2
18 249 1.8000 2.7
19 439 1.8000 2.9
20 515 1.6000 3.9
21 645 1.9000 6.1
22 416 2.6000 5.9
23 527 2.3000 9.5
24 1252 2.6000 15.1
25 702 4.8000 15.1
26 760 4.7000 13.5
27 328 5.6000 12.3
28 421 6.4000 7.9
29 778 6.1000 9.1
30 633 6.0000 10.1
31 779 5.7000 9.7
32 370 7.0000 11.2
33 313 9.8000 10.1
34 241 8.9000 4.0
35 226 8.2000 6.7
36 43 3.5000 27.5
37 39 4.7000 13.6
38 20 5.8000 -1.6
39 26 4.9000 4.0
40 28 3.6000 0.0
41 72 3.5000 3.9
42 21 3.3000 2.8
43 22 3.6000 2.0
44 23 3.3000 1.1
45 30 2.5000 2.0
46 49 2.0000 3.5
47 277 1.9000 4.4
48 15 2.1000 2.7
49 15 1.9000 3.9
50 64 1.9000 4.9
51 30 1.8000 2.2
52 7 1.8000 4.0
53 3 2.0000 2.8
54 8 1.8000 3.1
55 11 1.5000 4.4
56 2 1.2000 4.7
57 6 1.1000 6.4
58 61 1.0000 7.5
59 3 1.1000 9.5
60 2 1.7000 8.5
61 0 1.7000 7.3
62 0 1.6000 5.5
63 4 1.8000 3.6
64 0 1.7000 3.7
65 6 1.6000 6.3
66 1 2.1000 6.8
67 0 3.1000 5.4
68 0 3.8000 3.3
69 0 3.9000 5.7
70 8 4.1000 3.2
71 242 4.5000 9.6
72 356 5.2000 0.9
73 170 5.5000 -0.3
74 182 5.2000 1.3
75 403 4.0000 -0.5
76 372 2.9000 2.8
77 1453 2.4000 3.2
78 114 3.4000 1.3
79 383 4.1000 1.2
80 129 3.4000 0.3
81 35 2.7000 1.0
82 100 2.1000 1.4
83 90 1.7000 2.2
84 157 1.5000 4.2
85 25 1.7000 4.1
86 189 1.8000 4.2
87 64 2.5000 2.9
88 129 2.9000 2.7
89 56 2.3000 3.8
90 483 1.9000 3.9
91 410 1.8000 4.3
92 117 2.3000 5.5
93 282 2.3000 7.0
94 184 2.4000 12.7
95 196 4.4000 12.8
96 291 5.8000 9.2
97 216 6.6000 7.1
98 325 7.1000 4.5
99 197 7.3000 4.5
100 69 7.7000 6.7
101 242 2.4000 10.4
102 5918 2.9000 2.5
103 335 2.9000 -0.9
104 372 4.5000 0.6
105 454 4.3000 0.2
106 284 3.3000 1.4
107 325 4.5000 3.2
108 618 6.9000 2.6
109 470 5.9000 1.1
110 153 6.9000 1.3
111 28 7.1000 0.9
112 279 5.4000 1.2
113 175 5.1000 1.8
114 289 4.3000 1.8
115 408 3.6000 2.5
116 849 3.3000 3.7
117 612 3.8000 3.6
118 762 4.4000 4.1
119 1125 4.4000 4.5
120 934 5.6000 3.4
121 399 6.1000 2.8
122 1041 6.2000 4.8
123 732 5.5000 7.6
124 1121 5.3000 10.9
125 1303 6.9000 10.8
126 1359 7.1000 7.5
127 381 8.0000 8.0
128 826 8.3000 8.9
129 841 7.4000 9.1
130 930 7.4000 10.2
131 894 7.5000 12.5
132 605 10.9000 10.8
133 462 11.8000 5.8
134 393 11.2000 4.3
135 315 10.4000 4.0
136 3 9.7000 10.5
137 3 12.5000 3.8
138 2 9.2000 0.9
139 17 9.0000 0.0
140 7 9.7000 5.5
141 789 11.1000 6.0
142 5 9.9000 2.7
143 6 9.2000 0.7
144 12 5.9000 1.7
145 41 4.2000 1.3
146 1486 3.3000 3.5
147 9 1.8000 7.4
148 15 2.0000 6.1
149 11 1.4000 3.1
150 143 1.2000 5.5
151 9 1.4000 7.1
152 6 1.2000 8.2
153 19 1.2000 8.0
154 31 1.1000 3.5
155 56 0.0007 6.5
156 11 1.1000 5.9
157 11 0.0009 6.6
158 2001 0.0009 9.3
159 94 3.5000 15.3
160 52 4.9000 9.6
161 107 6.3000 9.0
162 115 7.3000 11.1
163 64 8.3000 10.0
164 84 6.0000 9.6
165 90 6.5000 12.3
166 319 10.3000 11.7
167 45 11.0000 10.1
168 38 11.4000 6.9
169 62 8.5000 6.3
170 1056 7.3000 4.7
171 288 0.1000 16.3
172 47 0.1000 1.0
173 54 0.3000 2.0
174 96 0.1000 0.0
175 281 0.1000 -2.9
176 5568 0.1000 11.0
177 174 0.3000 11.3
178 35 0.4000 6.6
179 323 2.3000 1.5
180 71 1.5000 3.2
181 30 1.2000 1.8
182 23 1.3000 4.5
183 961 1.5000 4.9
184 39 1.5000 10.4
185 11 1.4000 4.8
186 80 1.5000 3.9
187 211 2.9000 5.6
188 186 3.8000 9.2
189 104 2.8000 2.2
190 100 1.9000 2.7
191 143 2.2000 6.5
192 1632 2.5000 7.1
193 272 2.3000 11.0
194 239 1.7000 16.7
195 155 2.2000 17.8
196 684 3.8000 14.4
197 1310 5.8000 12.7
198 73 7.2000 7.8
199 131 5.9000 7.5
200 836 4.6000 11.6
201 337 5.1000 12.0
202 105 5.8000 9.6
203 361 6.1000 8.4
204 754 4.9000 7.1
205 84 4.8000 5.9
206 299 0.6000 17.7
207 146 0.7000 12.0
208 807 0.9000 -1.9
209 119 1.6000 0.4
210 251 1.5000 1.0
211 114 1.1000 4.3
212 324 0.8000 -0.8
213 88 0.9000 15.3
214 151 1.3000 5.7
215 82 1.2000 4.2
216 198 1.1000 2.4
217 142 1.1000 5.2
218 434 1.2000 5.1
219 176 0.9000 3.2
220 69 1.2000 2.7
221 174 1.2000 2.6
222 282 1.6000 2.8
223 7000 2.6000 4.6
224 143 2.3000 6.1
225 109 2.4000 5.9
226 271 2.6000 5.5
227 228 2.7000 6.2
228 232 2.6000 7.3
229 197 2.8000 13.7
230 227 4.1000 11.8
231 235 4.4000 9.6
232 139 4.9000 9.4
233 118 5.2000 9.1
234 179 5.9000 10.8
235 86 6.3000 13.3
236 82 7.4000 13.4
237 127 8.1000 11.8
238 74 8.3000 9.6
239 75 9.7000 7.4
240 41 10.2000 5.8
241 112 6.4000 7.7
242 29 6.1000 2.1
243 95 5.5000 -1.9
244 98 5.2000 0.2
245 50 3.9000 1.7
246 89 3.1000 2.6
247 59 2.7000 2.1
248 43 2.7000 2.1
249 3 1.9000 1.0
250 2 0.9000 1.5
251 3 0.6000 2.3
252 22 0.6000 2.9
253 88 0.7000 3.0
254 1 0.6000 2.4
255 2 0.5000 3.2
256 1 0.6000 3.6
257 19 1.7000 1.6
258 1 1.2000 1.6
259 12 0.7000 1.9
260 4 0.6000 3.4
261 203 0.7000 5.2
262 3 0.9000 5.5
263 25 1.0000 7.0
264 48 2.1000 7.0
265 3 4.0000 5.9
266 25 4.0000 4.3
267 1 3.9000 3.7
268 197 3.7000 2.7
269 22 3.3000 4.1
270 6 3.3000 5.4
271 3 4.6000 6.3
272 1 6.7000 5.3
273 2 8.2000 3.3
274 260 8.2000 2.4
275 2 8.3000 2.2
276 773 7.3000 7.9
277 752 9.1000 9.2
278 117 9.6000 5.0
279 95 8.1000 0.0
280 336 6.8000 2.6
281 70 7.7000 4.3
282 135 9.2000 4.1
283 187 8.6000 4.5
284 181 8.0000 0.0
285 115 6.7000 0.4
286 589 5.7000 2.7
287 160 5.7000 4.2
288 354 6.1000 2.5
289 794 4.7000 6.7
290 796 4.6000 5.0
291 1129 4.7000 3.1
292 262 5.0000 3.2
293 574 5.3000 4.7
294 1304 5.0000 7.4
295 1405 5.8000 8.2
296 379 5.5000 9.0
297 284 6.2000 8.7
298 277 5.7000 11.4
299 720 5.3000 17.0
300 390 7.3000 20.9
301 1032 9.0000 18.0
302 571 8.8000 13.6
303 765 8.2000 7.6
304 1752 7.1000 13.2
305 480 7.3000 18.2
306 503 9.9000 20.4
307 504 11.4000 17.1
308 382 14.0000 10.5
309 472 15.6000 8.6
310 521 17.0000 5.4
311 437 8.8000 14.3
312 337 9.5000 1.9
313 545 10.0000 1.4
314 493 8.7000 2.4
315 511 7.5000 2.3
316 372 9.3000 3.4
317 407 7.4000 1.1
318 363 6.4000 3.2
319 792 5.4000 0.0
320 483 4.0000 2.1
321 803 3.4000 2.0
322 1799 4.4000 5.0
323 888 3.8000 6.7
324 1256 4.2000 6.3
325 557 5.3000 4.2
326 1163 5.7000 2.4
327 675 5.3000 1.3
328 719 5.6000 1.2
329 2875 5.6000 2.6
330 1566 5.3000 5.0
331 1098 5.3000 4.9
332 1437 6.3000 5.7
333 1698 6.2000 10.8
334 1381 5.3000 19.1
335 1918 5.8000 17.0
336 1774 6.6000 16.7
337 1149 7.0000 18.5
338 702 7.1000 12.0
339 1870 7.6000 14.8
340 1108 7.5000 21.3
341 705 7.8000 19.5
342 1245 8.4000 16.5
343 945 9.3000 14.6
344 591 9.7000 10.8
345 257 9.9000 9.2
346 439 1.1000 16.5
347 1061 1.2000 5.0
348 286 1.3000 6.6
349 249 1.7000 6.5
350 215 1.8000 -1.0
351 262 1.7000 0.0
352 300 1.4000 3.3
353 306 1.4000 -0.4
354 279 1.5000 1.0
355 216 1.1000 3.6
356 259 1.0000 5.4
357 216 1.3000 6.8
358 105 1.2000 7.7
359 115 1.2000 3.8
360 197 1.2000 6.6
361 9 1.3000 5.1
362 60 1.3000 4.0
363 90 1.2000 5.4
364 114 1.1000 5.2
365 118 1.1000 7.7
366 177 1.2000 6.3
367 149 1.4000 4.9
368 127 1.3000 11.6
369 266 1.4000 23.2
370 220 1.9000 11.8
371 88 2.0000 9.4
372 40 2.0000 8.2
373 36 2.2000 4.2
374 24 2.1000 3.7
375 25 2.0000 7.7
376 14 2.2000 5.0
377 13 2.4000 2.7
378 12 2.6000 1.9
379 8 2.7000 2.3
380 6 2.6000 2.0
381 24 2.4000 11.9
382 11 3.5000 0.0
383 10 2.5000 0.0
384 20 1.8000 4.0
385 44 1.3000 1.9
386 68 0.9000 1.9
387 2 1.2000 6.1
388 12 2.3000 2.2
389 4 1.8000 1.1
390 142 1.1000 2.3
391 7 0.8000 1.3
392 3 0.5000 2.3
393 11 0.6000 3.3
394 12 0.5000 5.8
395 15 0.5000 5.8
396 3 0.8000 5.8
397 2 1.6000 3.5
398 4 1.4000 3.7
399 6 1.0000 7.4
400 66 1.0000 3.7
401 25 1.3000 7.5
402 33 2.2000 7.8
403 141 2.2000 8.0
404 2 2.7000 9.6
405 0 5.2000 10.2
406 3 5.5000 9.1
407 57 5.3000 6.5
408 1 5.3000 4.1
409 68 5.4000 4.2
410 13 6.0000 6.5
411 5 8.6000 6.8
412 49 11.4000 5.9
413 26 13.7000 2.8
414 6 14.1000 3.3
415 19 12.8000 2.2
416 2462 0.0000 11.1
417 58 0.0000 7.8
418 38 0.0000 4.8
419 39 0.1000 4.5
420 97 0.0000 2.6
421 43 0.1000 3.5
422 49 0.4000 2.0
423 32 0.4000 4.4
424 49 1.2000 3.7
425 58 0.6000 0.8
426 59 0.3000 1.8
427 141 0.1000 2.7
428 80 0.1000 1.9
429 93 0.1000 3.4
430 29 0.1000 3.4
431 128 0.1000 2.8
432 174 0.1000 6.1
433 166 0.8000 4.3
434 171 0.3000 4.9
435 327 0.2000 6.6
436 191 0.2000 10.5
437 152 0.4000 6.9
438 300 0.2000 8.1
439 198 0.1000 11.1
440 225 0.2000 14.6
441 501 0.4000 17.0
442 437 0.3000 14.4
443 372 1.7000 12.0
444 373 1.9000 13.7
445 362 2.2000 17.2
446 354 3.6000 15.4
447 294 3.5000 16.2
448 324 5.6000 7.4
449 363 5.7000 6.2
450 632 4.1000 15.4
451 37 0.8000 16.1
452 127 1.0000 8.8
453 41 0.9000 1.9
454 104 0.8000 4.6
455 106 0.9000 1.1
456 946 1.0000 3.6
457 26 1.6000 2.8
458 59 1.5000 4.9
459 46 1.1000 2.2
460 2 0.9000 0.4
461 400 1.0000 2.5
462 76 1.0000 5.3
463 210 1.2000 2.6
464 1 1.1000 5.7
465 8 0.9000 4.3
466 5 0.8000 3.3
467 4 0.7000 4.4
468 12 1.1000 3.5
469 19 1.0000 3.1
470 39 0.8000 10.6
471 7 0.8000 6.3
472 9 1.7000 7.2
473 8 1.5000 7.4
474 227 1.5000 9.4
475 9 2.3000 11.7
476 90 1.8000 9.2
477 16 1.5000 9.0
478 39 1.8000 8.2
479 4 1.9000 4.8
480 63 1.7000 10.9
481 17 2.0000 13.6
482 167 2.6000 11.4
483 3 3.3000 8.4
484 61 3.0000 6.3
485 37 2.5000 5.7
486 217 1.8000 15.8
487 32 2.4000 7.7
488 237 2.8000 1.6
489 10 2.6000 0.8
490 63 2.5000 3.1
491 2 1.5000 4.5
492 21 1.9000 4.4
493 6 2.5000 4.4
494 9 2.0000 0.8
495 7 1.8000 4.1
496 1 1.7000 2.2
497 2 1.5000 4.8
498 8 1.7000 2.9
499 11 1.6000 3.4
500 1 1.2000 5.0
501 109 1.6000 6.4
502 0 2.1000 4.3
503 0 2.2000 1.9
504 34 1.9000 2.7
505 45 1.5000 7.0
506 242 2.5000 7.4
507 3 2.7000 6.0
508 3 2.5000 6.7
509 16 2.0000 9.9
510 98 1.6000 9.8
511 7 1.6000 10.3
512 23 1.8000 11.5
513 10 2.2000 9.9
514 7 2.1000 7.2
515 1150 2.0000 13.7
516 54 2.5000 12.1
517 0 3.1000 8.6
518 9 3.5000 8.9
519 8 3.1000 8.0
520 127 2.8000 7.4
521 5 0.8000 4.8
522 7 0.9000 2.5
523 35 0.9000 -0.6
524 15 0.8000 0.7
525 1 0.5000 0.9
526 1 0.6000 1.5
527 0 0.4000 2.0
528 1 0.4000 1.8
529 1 0.4000 -0.7
530 1 0.0000 1.4
531 0 0.0000 1.9
532 1 0.0000 4.3
533 32 0.0000 3.4
534 2 0.0000 3.1
535 0 0.0000 3.4
536 0 0.0000 4.8
537 1 0.0000 4.0
538 1 0.0000 2.4
539 0 0.0000 2.5
540 1 0.0000 3.6
541 3 0.0000 6.6
542 1 0.0000 6.7
543 0 0.0000 8.8
544 1 0.0000 9.8
545 1 0.4000 6.7
546 8 0.7000 1.7
547 2 0.4000 1.3
548 2 0.3000 1.1
549 1 0.3000 3.7
550 2 0.2000 4.0
551 0 0.2000 6.5
552 0 0.4000 5.7
553 2 0.9000 3.0
554 0 1.1000 2.9
555 0 0.9000 3.4
556 81 0.9000 9.7
557 86 1.4000 6.1
558 104 1.3000 1.9
559 114 1.0000 1.9
560 173 0.8000 3.1
561 95 0.9000 4.2
562 380 1.1000 2.4
563 158 1.7000 2.9
564 239 1.7000 0.7
565 135 1.3000 1.0
566 134 1.1000 3.6
567 252 1.6000 4.1
568 76 2.0000 2.1
569 100 1.4000 3.2
570 127 1.2000 4.8
571 103 1.1000 3.9
572 122 2.0000 2.4
573 207 2.1000 4.7
574 303 2.0000 5.5
575 488 2.2000 6.4
576 612 2.8000 9.4
577 1080 3.1000 7.1
578 317 2.2000 9.2
579 647 2.1000 15.9
580 265 3.2000 24.2
581 146 4.8000 16.5
582 448 5.2000 15.9
583 413 5.1000 8.2
584 1272 4.6000 13.5
585 520 5.6000 18.0
586 195 9.0000 11.9
587 248 10.4000 8.6
588 178 11.2000 4.6
589 1278 11.2000 5.0
590 298 11.5000 6.1
591 466 3.2000 8.0
592 1190 2.9000 2.2
593 559 2.8000 0.8
594 456 5.3000 0.4
595 529 4.2000 -0.3
596 616 4.0000 1.5
597 311 4.2000 3.4
598 438 6.6000 2.7
599 1236 5.3000 0.9
600 341 5.4000 1.5
601 284 6.5000 1.1
602 317 5.4000 1.1
603 267 5.5000 1.2
604 385 5.0000 1.3
605 379 4.4000 1.7
606 399 3.7000 3.0
607 636 3.7000 2.8
608 723 3.5000 4.2
609 615 3.4000 5.4
610 940 4.8000 5.9
611 668 5.8000 4.3
612 366 5.5000 3.3
613 625 4.8000 6.2
614 612 5.5000 11.0
615 403 8.3000 9.1
616 298 7.6000 5.7
617 255 6.9000 6.5
618 273 6.0000 7.7
619 228 5.8000 11.3
620 232 7.0000 13.5
621 186 7.5000 10.3
622 101 9.5000 6.2
623 192 9.5000 3.2
624 89 7.4000 4.3
625 73 7.1000 3.6
626 73 7.1000 3.6
Parliamentary_representation_of_social_democratic_and_labor_parties
1 43.00
2 43.00
3 43.00
4 47.00
5 38.50
6 38.50
7 38.50
8 36.90
9 36.90
10 36.90
11 49.20
12 49.20
13 41.00
14 41.00
15 41.00
16 33.10
17 33.10
18 33.10
19 47.20
20 47.20
21 47.20
22 53.60
23 53.60
24 52.00
25 28.30
26 28.30
27 30.70
28 30.70
29 30.70
30 40.80
31 40.80
32 40.80
33 60.00
34 55.40
35 55.40
36 43.60
37 43.60
38 46.70
39 46.70
40 46.70
41 46.70
42 46.70
43 46.70
44 47.30
45 47.30
46 47.30
47 46.10
48 46.10
49 46.10
50 46.10
51 47.90
52 47.90
53 47.90
54 47.90
55 49.10
56 49.10
57 50.80
58 50.80
59 50.80
60 50.80
61 50.80
62 50.80
63 50.80
64 51.90
65 51.90
66 51.90
67 51.90
68 49.20
69 49.20
70 49.20
71 39.60
72 39.60
73 39.60
74 42.50
75 42.50
76 42.50
77 42.50
78 40.60
79 40.60
80 40.60
81 42.00
82 42.00
83 42.00
84 42.00
85 33.00
86 33.00
87 33.00
88 30.20
89 30.20
90 30.20
91 30.20
92 31.10
93 31.10
94 29.70
95 29.70
96 29.70
97 30.20
98 30.20
99 29.30
100 29.30
101 78.70
102 78.70
103 73.50
104 73.50
105 73.50
106 73.50
107 49.00
108 21.50
109 21.50
110 21.50
111 21.50
112 44.90
113 55.10
114 55.10
115 57.30
116 57.30
117 57.30
118 67.00
119 67.00
120 67.00
121 67.00
122 53.00
123 53.00
124 59.00
125 59.00
126 59.00
127 59.00
128 59.00
129 49.60
130 63.40
131 63.40
132 63.40
133 63.40
134 24.80
135 24.80
136 44.60
137 44.60
138 45.60
139 46.90
140 46.90
141 46.90
142 43.40
143 43.40
144 43.40
145 43.40
146 49.70
147 49.70
148 49.70
149 49.70
150 49.10
151 50.90
152 50.90
153 44.00
154 44.00
155 44.00
156 44.00
157 49.70
158 49.70
159 36.00
160 41.70
161 41.70
162 48.00
163 48.00
164 48.00
165 48.60
166 48.60
167 48.00
168 48.00
169 46.90
170 46.90
171 26.50
172 26.50
173 26.50
174 27.00
175 27.00
176 27.00
177 27.00
178 27.00
179 25.50
180 25.50
181 25.50
182 20.00
183 20.00
184 20.00
185 20.00
186 31.00
187 31.00
188 31.00
189 31.00
190 26.00
191 26.00
192 27.50
193 27.50
194 27.50
195 27.50
196 27.00
197 27.00
198 27.00
199 26.00
200 26.00
201 26.00
202 26.00
203 28.50
204 28.50
205 28.50
206 49.30
207 49.30
208 49.30
209 49.30
210 49.30
211 56.60
212 56.60
213 56.60
214 16.60
215 16.60
216 16.60
217 16.60
218 32.40
219 32.40
220 32.40
221 32.40
222 41.00
223 19.10
224 19.10
225 19.10
226 19.10
227 19.10
228 36.90
229 36.90
230 36.90
231 36.90
232 36.90
233 41.70
234 41.70
235 41.70
236 68.40
237 68.40
238 68.40
239 68.40
240 68.40
241 36.30
242 36.30
243 36.30
244 31.00
245 31.00
246 31.00
247 31.00
248 34.00
249 34.00
250 34.00
251 34.00
252 38.10
253 38.10
254 38.10
255 38.10
256 40.70
257 40.70
258 40.70
259 40.70
260 45.20
261 45.20
262 45.20
263 46.40
264 46.40
265 46.40
266 46.40
267 43.20
268 43.20
269 43.20
270 43.20
271 43.90
272 43.90
273 38.80
274 38.80
275 38.80
276 10.88
277 10.88
278 10.88
279 12.92
280 12.92
281 12.92
282 8.16
283 8.16
284 8.16
285 8.16
286 11.11
287 11.11
288 11.11
289 11.11
290 15.27
291 15.27
292 15.27
293 15.27
294 12.50
295 12.50
296 12.50
297 12.50
298 13.19
299 13.19
300 13.19
301 13.19
302 11.48
303 11.48
304 11.48
305 11.48
306 9.04
307 9.04
308 9.64
309 9.64
310 9.64
311 37.50
312 37.50
313 40.20
314 40.20
315 40.20
316 40.20
317 40.20
318 41.40
319 41.40
320 41.40
321 41.40
322 41.40
323 40.20
324 40.20
325 40.20
326 40.20
327 40.20
328 42.50
329 42.50
330 42.50
331 42.50
332 42.70
333 42.70
334 42.70
335 42.70
336 48.60
337 48.60
338 48.60
339 48.60
340 48.60
341 48.60
342 48.60
343 47.80
344 47.80
345 47.80
346 17.80
347 23.60
348 29.80
349 29.80
350 34.10
351 34.10
352 34.10
353 35.80
354 35.80
355 35.30
356 35.30
357 35.30
358 36.80
359 36.80
360 36.80
361 36.80
362 36.00
363 36.00
364 27.80
365 27.80
366 27.80
367 35.60
368 35.60
369 35.60
370 35.60
371 33.10
372 33.10
373 33.10
374 35.30
375 32.90
376 32.90
377 32.90
378 34.10
379 34.10
380 34.10
381 35.00
382 36.00
383 36.00
384 36.00
385 36.00
386 38.00
387 38.00
388 35.30
389 35.30
390 35.30
391 35.30
392 35.30
393 34.00
394 34.00
395 34.00
396 34.00
397 30.70
398 30.70
399 30.70
400 30.70
401 31.30
402 31.30
403 34.70
404 34.70
405 34.70
406 34.70
407 37.30
408 37.30
409 37.30
410 37.30
411 33.30
412 33.30
413 35.30
414 35.30
415 35.30
416 37.50
417 37.50
418 37.50
419 43.80
420 43.80
421 43.80
422 51.20
423 51.20
424 51.20
425 42.50
426 42.50
427 42.50
428 43.80
429 43.80
430 43.80
431 43.80
432 43.80
433 43.80
434 46.40
435 46.40
436 46.40
437 63.20
438 63.20
439 63.20
440 36.80
441 36.80
442 36.80
443 43.50
444 43.50
445 43.50
446 46.70
447 46.70
448 46.70
449 59.00
450 59.00
451 56.70
452 56.70
453 56.70
454 53.30
455 53.30
456 53.30
457 53.30
458 52.70
459 52.70
460 52.70
461 52.70
462 50.70
463 50.70
464 50.70
465 50.70
466 46.70
467 46.70
468 46.70
469 46.70
470 49.30
471 49.30
472 49.30
473 49.30
474 52.00
475 52.00
476 52.00
477 52.00
478 52.00
479 52.00
480 52.00
481 52.00
482 46.70
483 46.70
484 46.70
485 46.70
486 52.20
487 52.20
488 50.00
489 50.00
490 50.00
491 50.00
492 48.50
493 50.20
494 50.20
495 50.20
496 51.30
497 51.30
498 51.30
499 51.30
500 51.90
501 51.90
502 51.90
503 51.90
504 54.90
505 54.90
506 51.40
507 51.40
508 51.40
509 50.00
510 50.00
511 50.00
512 48.40
513 48.40
514 48.40
515 49.90
516 49.90
517 49.90
518 53.30
519 53.30
520 53.30
521 28.40
522 27.60
523 27.60
524 27.60
525 27.60
526 29.10
527 29.10
528 29.10
529 29.10
530 27.60
531 27.60
532 27.60
533 27.60
534 28.50
535 28.50
536 28.50
537 28.50
538 28.00
539 28.00
540 28.00
541 28.00
542 25.50
543 25.50
544 25.50
545 25.50
546 29.50
547 29.50
548 29.50
549 29.50
550 27.00
551 27.00
552 27.00
553 27.00
554 24.00
555 24.00
556 47.20
557 47.20
558 47.20
559 47.20
560 44.00
561 44.00
562 44.00
563 44.00
564 41.00
565 41.00
566 41.00
567 41.00
568 41.00
569 50.30
570 50.30
571 57.80
572 57.80
573 57.80
574 57.80
575 45.70
576 45.70
577 45.70
578 45.70
579 47.40
580 50.20
581 50.20
582 50.20
583 50.20
584 42.40
585 42.40
586 42.40
587 42.40
588 32.20
589 32.20
590 32.20
591 51.00
592 51.00
593 49.00
594 49.00
595 51.00
596 51.00
597 51.00
598 51.00
599 65.30
600 65.30
601 64.00
602 64.00
603 68.00
604 68.00
605 68.00
606 68.00
607 64.00
608 64.00
609 58.00
610 58.00
611 54.00
612 54.00
613 56.00
614 56.00
615 62.00
616 62.00
617 61.00
618 61.00
619 58.00
620 58.00
621 46.00
622 46.00
623 46.00
624 46.00
625 47.00
626 47.00
\rTime_invariant_measure_of_union_centralization\r
1 0.375
2 0.375
3 0.375
4 0.375
5 0.375
6 0.375
7 0.375
8 0.375
9 0.375
10 0.375
11 0.375
12 0.375
13 0.375
14 0.375
15 0.375
16 0.375
17 0.375
18 0.375
19 0.375
20 0.375
21 0.375
22 0.375
23 0.375
24 0.375
25 0.375
26 0.375
27 0.375
28 0.375
29 0.375
30 0.375
31 0.375
32 0.375
33 0.375
34 0.375
35 0.375
36 1000.000
37 1000.000
38 1000.000
39 1000.000
40 1000.000
41 1000.000
42 1000.000
43 1000.000
44 1000.000
45 1000.000
46 1000.000
47 1000.000
48 1000.000
49 1000.000
50 1000.000
51 1000.000
52 1000.000
53 1000.000
54 1000.000
55 1000.000
56 1000.000
57 1000.000
58 1000.000
59 1000.000
60 1000.000
61 1000.000
62 1000.000
63 1000.000
64 1000.000
65 1000.000
66 1000.000
67 1000.000
68 1000.000
69 1000.000
70 1000.000
71 0.750
72 0.750
73 0.750
74 0.750
75 0.750
76 0.750
77 0.750
78 0.750
79 0.750
80 0.750
81 0.750
82 0.750
83 0.750
84 0.750
85 0.750
86 0.750
87 0.750
88 0.750
89 0.750
90 0.750
91 0.750
92 0.750
93 0.750
94 0.750
95 0.750
96 0.750
97 0.750
98 0.750
99 0.750
100 0.750
101 0.000
102 0.000
103 0.000
104 0.000
105 0.000
106 0.000
107 0.000
108 0.000
109 0.000
110 0.000
111 0.000
112 0.000
113 0.000
114 0.000
115 0.000
116 0.000
117 0.000
118 0.000
119 0.000
120 0.000
121 0.000
122 0.000
123 0.000
124 0.000
125 0.000
126 0.000
127 0.000
128 0.000
129 0.000
130 0.000
131 0.000
132 0.000
133 0.000
134 0.000
135 0.000
136 0.500
137 0.500
138 0.500
139 0.500
140 0.500
141 0.500
142 0.500
143 0.500
144 0.500
145 0.500
146 0.500
147 0.500
148 0.500
149 0.500
150 0.500
151 0.500
152 0.500
153 0.500
154 0.500
155 0.500
156 0.500
157 0.500
158 0.500
159 0.500
160 0.500
161 0.500
162 0.500
163 0.500
164 0.500
165 0.500
166 0.500
167 0.500
168 0.500
169 0.500
170 0.500
171 0.750
172 0.750
173 0.750
174 0.750
175 0.750
176 0.750
177 0.750
178 0.750
179 0.750
180 0.750
181 0.750
182 0.750
183 0.750
184 0.750
185 0.750
186 0.750
187 0.750
188 0.750
189 0.750
190 0.750
191 0.750
192 0.750
193 0.750
194 0.750
195 0.750
196 0.750
197 0.750
198 0.750
199 0.750
200 0.750
201 0.750
202 0.750
203 0.750
204 0.750
205 0.750
206 0.000
207 0.000
208 0.000
209 0.000
210 0.000
211 0.000
212 0.000
213 0.000
214 0.000
215 0.000
216 0.000
217 0.000
218 0.000
219 0.000
220 0.000
221 0.000
222 0.000
223 0.000
224 0.000
225 0.000
226 0.000
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231 0.000
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240 0.000
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271 0.250
272 0.250
273 0.250
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275 0.250
276 0.500
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280 0.500
281 0.500
282 0.500
283 0.500
284 0.500
285 0.500
286 0.500
287 0.500
288 0.500
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290 0.500
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292 0.500
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295 0.500
296 0.500
297 0.500
298 0.500
299 0.500
300 0.500
301 0.500
302 0.500
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304 0.500
305 0.500
306 0.500
307 0.500
308 0.500
309 0.500
310 0.500
311 0.250
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313 0.250
314 0.250
315 0.250
316 0.250
317 0.250
318 0.250
319 0.250
320 0.250
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322 0.250
323 0.250
324 0.250
325 0.250
326 0.250
327 0.250
328 0.250
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330 0.250
331 0.250
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333 0.250
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336 0.250
337 0.250
338 0.250
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340 0.250
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342 0.250
343 0.250
344 0.250
345 0.250
346 0.125
347 0.125
348 0.125
349 0.125
350 0.125
351 0.125
352 0.125
353 0.125
354 0.125
355 0.125
356 0.125
357 0.125
358 0.125
359 0.125
360 0.125
361 0.125
362 0.125
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364 0.125
365 0.125
366 0.125
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369 0.125
370 0.125
371 0.125
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373 0.125
374 0.125
375 0.125
376 0.125
377 0.125
378 0.125
379 0.125
380 0.125
381 0.750
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383 0.750
384 0.750
385 0.750
386 0.750
387 0.750
388 0.750
389 0.750
390 0.750
391 0.750
392 0.750
393 0.750
394 0.750
395 0.750
396 0.750
397 0.750
398 0.750
399 0.750
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401 0.750
402 0.750
403 0.750
404 0.750
405 0.750
406 0.750
407 0.750
408 0.750
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410 0.750
411 0.750
412 0.750
413 0.750
414 0.750
415 0.750
416 0.375
417 0.375
418 0.375
419 0.375
420 0.375
421 0.375
422 0.375
423 0.375
424 0.375
425 0.375
426 0.375
427 0.375
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430 0.375
431 0.375
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441 0.375
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444 0.375
445 0.375
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447 0.375
448 0.375
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450 0.375
451 0.875
452 0.875
453 0.875
454 0.875
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456 0.875
457 0.875
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459 0.875
460 0.875
461 0.875
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556 0.375
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625 0.000
626 0.000
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept)
53.2760
Unemployment
25.1706
Inflation
17.8897
Parliamentary_representation_of_social_democratic_and_labor_parties
1.6511
`\\rTime_invariant_measure_of_union_centralization\\r`
-0.2633
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-555.8 -219.0 -124.5 38.7 6767.5
Coefficients:
Estimate
(Intercept) 53.27599
Unemployment 25.17057
Inflation 17.88975
Parliamentary_representation_of_social_democratic_and_labor_parties 1.65108
`\\rTime_invariant_measure_of_union_centralization\\r` -0.26333
Std. Error
(Intercept) 80.23324
Unemployment 7.29756
Inflation 4.78419
Parliamentary_representation_of_social_democratic_and_labor_parties 1.67302
`\\rTime_invariant_measure_of_union_centralization\\r` 0.09598
t value
(Intercept) 0.664
Unemployment 3.449
Inflation 3.739
Parliamentary_representation_of_social_democratic_and_labor_parties 0.987
`\\rTime_invariant_measure_of_union_centralization\\r` -2.744
Pr(>|t|)
(Intercept) 0.506928
Unemployment 0.000600
Inflation 0.000202
Parliamentary_representation_of_social_democratic_and_labor_parties 0.324085
`\\rTime_invariant_measure_of_union_centralization\\r` 0.006251
(Intercept)
Unemployment ***
Inflation ***
Parliamentary_representation_of_social_democratic_and_labor_parties
`\\rTime_invariant_measure_of_union_centralization\\r` **
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 544.2 on 621 degrees of freedom
Multiple R-squared: 0.06269, Adjusted R-squared: 0.05665
F-statistic: 10.38 on 4 and 621 DF, p-value: 3.807e-08
> 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,] 1.007612e-02 2.015224e-02 9.899239e-01
[2,] 2.451283e-03 4.902565e-03 9.975487e-01
[3,] 3.948968e-04 7.897937e-04 9.996051e-01
[4,] 1.185808e-04 2.371617e-04 9.998814e-01
[5,] 2.302539e-05 4.605077e-05 9.999770e-01
[6,] 4.657634e-06 9.315269e-06 9.999953e-01
[7,] 7.283024e-07 1.456605e-06 9.999993e-01
[8,] 1.448130e-07 2.896260e-07 9.999999e-01
[9,] 2.438586e-08 4.877173e-08 1.000000e+00
[10,] 3.819075e-09 7.638150e-09 1.000000e+00
[11,] 5.766611e-10 1.153322e-09 1.000000e+00
[12,] 6.056065e-10 1.211213e-09 1.000000e+00
[13,] 6.995520e-10 1.399104e-09 1.000000e+00
[14,] 5.426105e-09 1.085221e-08 1.000000e+00
[15,] 1.166039e-09 2.332077e-09 1.000000e+00
[16,] 2.968999e-10 5.937997e-10 1.000000e+00
[17,] 1.093581e-06 2.187161e-06 9.999989e-01
[18,] 6.490298e-07 1.298060e-06 9.999994e-01
[19,] 2.995251e-07 5.990502e-07 9.999997e-01
[20,] 3.175372e-07 6.350744e-07 9.999997e-01
[21,] 1.149460e-07 2.298919e-07 9.999999e-01
[22,] 8.194181e-08 1.638836e-07 9.999999e-01
[23,] 2.918809e-08 5.837619e-08 1.000000e+00
[24,] 1.150949e-08 2.301897e-08 1.000000e+00
[25,] 2.000453e-08 4.000907e-08 1.000000e+00
[26,] 5.148815e-08 1.029763e-07 9.999999e-01
[27,] 2.329443e-08 4.658886e-08 1.000000e+00
[28,] 1.205360e-08 2.410721e-08 1.000000e+00
[29,] 4.466550e-09 8.933099e-09 1.000000e+00
[30,] 3.321736e-09 6.643471e-09 1.000000e+00
[31,] 4.756118e-09 9.512237e-09 1.000000e+00
[32,] 2.147242e-09 4.294484e-09 1.000000e+00
[33,] 1.073624e-09 2.147248e-09 1.000000e+00
[34,] 4.552670e-10 9.105340e-10 1.000000e+00
[35,] 1.754164e-10 3.508329e-10 1.000000e+00
[36,] 6.697434e-11 1.339487e-10 1.000000e+00
[37,] 2.556958e-11 5.113915e-11 1.000000e+00
[38,] 9.494732e-12 1.898946e-11 1.000000e+00
[39,] 3.445837e-12 6.891674e-12 1.000000e+00
[40,] 2.461769e-12 4.923539e-12 1.000000e+00
[41,] 8.598538e-13 1.719708e-12 1.000000e+00
[42,] 2.970397e-13 5.940793e-13 1.000000e+00
[43,] 1.017803e-13 2.035606e-13 1.000000e+00
[44,] 3.461556e-14 6.923112e-14 1.000000e+00
[45,] 1.162561e-14 2.325122e-14 1.000000e+00
[46,] 3.836308e-15 7.672616e-15 1.000000e+00
[47,] 1.251964e-15 2.503929e-15 1.000000e+00
[48,] 4.072099e-16 8.144197e-16 1.000000e+00
[49,] 1.322738e-16 2.645477e-16 1.000000e+00
[50,] 4.371095e-17 8.742189e-17 1.000000e+00
[51,] 1.374183e-17 2.748367e-17 1.000000e+00
[52,] 4.937826e-18 9.875652e-18 1.000000e+00
[53,] 1.682430e-18 3.364859e-18 1.000000e+00
[54,] 5.450053e-19 1.090011e-18 1.000000e+00
[55,] 1.677706e-19 3.355411e-19 1.000000e+00
[56,] 5.036849e-20 1.007370e-19 1.000000e+00
[57,] 1.499001e-20 2.998002e-20 1.000000e+00
[58,] 4.515654e-21 9.031307e-21 1.000000e+00
[59,] 1.375780e-21 2.751560e-21 1.000000e+00
[60,] 4.070591e-22 8.141181e-22 1.000000e+00
[61,] 1.170706e-22 2.341413e-22 1.000000e+00
[62,] 3.443161e-23 6.886322e-23 1.000000e+00
[63,] 2.972410e-23 5.944820e-23 1.000000e+00
[64,] 1.603020e-23 3.206039e-23 1.000000e+00
[65,] 4.823069e-24 9.646138e-24 1.000000e+00
[66,] 1.753327e-24 3.506654e-24 1.000000e+00
[67,] 6.457361e-25 1.291472e-24 1.000000e+00
[68,] 2.512634e-25 5.025269e-25 1.000000e+00
[69,] 7.482740e-26 1.496548e-25 1.000000e+00
[70,] 4.167637e-19 8.335274e-19 1.000000e+00
[71,] 2.423901e-19 4.847801e-19 1.000000e+00
[72,] 9.160840e-20 1.832168e-19 1.000000e+00
[73,] 4.628184e-20 9.256367e-20 1.000000e+00
[74,] 3.707000e-20 7.414000e-20 1.000000e+00
[75,] 2.112019e-20 4.224038e-20 1.000000e+00
[76,] 1.278845e-20 2.557691e-20 1.000000e+00
[77,] 6.462845e-21 1.292569e-20 1.000000e+00
[78,] 5.621392e-21 1.124278e-20 1.000000e+00
[79,] 2.355522e-21 4.711045e-21 1.000000e+00
[80,] 1.389990e-21 2.779980e-21 1.000000e+00
[81,] 6.057821e-22 1.211564e-21 1.000000e+00
[82,] 3.464433e-22 6.928865e-22 1.000000e+00
[83,] 2.018857e-22 4.037714e-22 1.000000e+00
[84,] 8.591638e-23 1.718328e-22 1.000000e+00
[85,] 4.470944e-23 8.941888e-23 1.000000e+00
[86,] 1.626367e-23 3.252734e-23 1.000000e+00
[87,] 9.695774e-24 1.939155e-23 1.000000e+00
[88,] 5.462338e-24 1.092468e-23 1.000000e+00
[89,] 2.002931e-24 4.005862e-24 1.000000e+00
[90,] 7.895882e-25 1.579176e-24 1.000000e+00
[91,] 2.814746e-25 5.629492e-25 1.000000e+00
[92,] 1.045544e-25 2.091088e-25 1.000000e+00
[93,] 6.373975e-26 1.274795e-25 1.000000e+00
[94,] 6.964056e-26 1.392811e-25 1.000000e+00
[95,] 6.154207e-01 7.691585e-01 3.845793e-01
[96,] 6.751671e-01 6.496657e-01 3.248329e-01
[97,] 7.054638e-01 5.890723e-01 2.945362e-01
[98,] 7.128597e-01 5.742807e-01 2.871403e-01
[99,] 7.307223e-01 5.385554e-01 2.692777e-01
[100,] 7.076808e-01 5.846385e-01 2.923192e-01
[101,] 7.158711e-01 5.682578e-01 2.841289e-01
[102,] 7.083573e-01 5.832853e-01 2.916427e-01
[103,] 6.851358e-01 6.297284e-01 3.148642e-01
[104,] 6.610377e-01 6.779247e-01 3.389623e-01
[105,] 6.352186e-01 7.295628e-01 3.647814e-01
[106,] 6.233819e-01 7.532361e-01 3.766181e-01
[107,] 6.028587e-01 7.942827e-01 3.971413e-01
[108,] 5.784281e-01 8.431438e-01 4.215719e-01
[109,] 5.569333e-01 8.861335e-01 4.430667e-01
[110,] 5.288423e-01 9.423155e-01 4.711577e-01
[111,] 5.028341e-01 9.943318e-01 4.971659e-01
[112,] 4.915424e-01 9.830847e-01 5.084576e-01
[113,] 4.695807e-01 9.391614e-01 5.304193e-01
[114,] 4.559145e-01 9.118290e-01 5.440855e-01
[115,] 4.509202e-01 9.018404e-01 5.490798e-01
[116,] 4.241533e-01 8.483067e-01 5.758467e-01
[117,] 4.111916e-01 8.223832e-01 5.888084e-01
[118,] 4.128804e-01 8.257607e-01 5.871196e-01
[119,] 4.256001e-01 8.512002e-01 5.743999e-01
[120,] 4.139920e-01 8.279840e-01 5.860080e-01
[121,] 3.881336e-01 7.762671e-01 6.118664e-01
[122,] 3.656685e-01 7.313369e-01 6.343315e-01
[123,] 3.424970e-01 6.849940e-01 6.575030e-01
[124,] 3.191700e-01 6.383399e-01 6.808300e-01
[125,] 3.027220e-01 6.054439e-01 6.972780e-01
[126,] 2.883172e-01 5.766345e-01 7.116828e-01
[127,] 2.709210e-01 5.418420e-01 7.290790e-01
[128,] 2.513643e-01 5.027286e-01 7.486357e-01
[129,] 2.527793e-01 5.055587e-01 7.472207e-01
[130,] 2.447092e-01 4.894184e-01 7.552908e-01
[131,] 2.335195e-01 4.670389e-01 7.664805e-01
[132,] 2.213298e-01 4.426596e-01 7.786702e-01
[133,] 2.143197e-01 4.286393e-01 7.856803e-01
[134,] 2.040509e-01 4.081018e-01 7.959491e-01
[135,] 1.923141e-01 3.846282e-01 8.076859e-01
[136,] 1.792860e-01 3.585720e-01 8.207140e-01
[137,] 1.679882e-01 3.359765e-01 8.320118e-01
[138,] 1.562796e-01 3.125591e-01 8.437204e-01
[139,] 2.124957e-01 4.249915e-01 7.875043e-01
[140,] 2.147230e-01 4.294460e-01 7.852770e-01
[141,] 2.137450e-01 4.274901e-01 7.862550e-01
[142,] 2.092301e-01 4.184601e-01 7.907699e-01
[143,] 1.989257e-01 3.978515e-01 8.010743e-01
[144,] 1.990219e-01 3.980438e-01 8.009781e-01
[145,] 1.996082e-01 3.992165e-01 8.003918e-01
[146,] 1.920301e-01 3.840603e-01 8.079699e-01
[147,] 1.805208e-01 3.610416e-01 8.194792e-01
[148,] 1.699122e-01 3.398244e-01 8.300878e-01
[149,] 1.609900e-01 3.219799e-01 8.390100e-01
[150,] 1.560041e-01 3.120083e-01 8.439959e-01
[151,] 3.072227e-01 6.144455e-01 6.927773e-01
[152,] 2.941164e-01 5.882329e-01 7.058836e-01
[153,] 2.822020e-01 5.644040e-01 7.177980e-01
[154,] 2.672274e-01 5.344548e-01 7.327726e-01
[155,] 2.584949e-01 5.169898e-01 7.415051e-01
[156,] 2.516837e-01 5.033675e-01 7.483163e-01
[157,] 2.428038e-01 4.856076e-01 7.571962e-01
[158,] 2.361657e-01 4.723313e-01 7.638343e-01
[159,] 2.189419e-01 4.378838e-01 7.810581e-01
[160,] 2.124465e-01 4.248930e-01 7.875535e-01
[161,] 2.034745e-01 4.069489e-01 7.965255e-01
[162,] 1.925383e-01 3.850766e-01 8.074617e-01
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[460,] 1.000000e+00 3.988947e-36 1.994473e-36
[461,] 1.000000e+00 1.059449e-35 5.297243e-36
[462,] 1.000000e+00 2.800887e-35 1.400444e-35
[463,] 1.000000e+00 7.033588e-35 3.516794e-35
[464,] 1.000000e+00 1.809321e-34 9.046603e-35
[465,] 1.000000e+00 4.544469e-34 2.272234e-34
[466,] 1.000000e+00 1.135591e-33 5.677955e-34
[467,] 1.000000e+00 2.623505e-33 1.311752e-33
[468,] 1.000000e+00 5.736760e-33 2.868380e-33
[469,] 1.000000e+00 1.467224e-32 7.336119e-33
[470,] 1.000000e+00 3.506514e-32 1.753257e-32
[471,] 1.000000e+00 8.672841e-32 4.336420e-32
[472,] 1.000000e+00 2.158132e-31 1.079066e-31
[473,] 1.000000e+00 5.227118e-31 2.613559e-31
[474,] 1.000000e+00 1.073496e-30 5.367482e-31
[475,] 1.000000e+00 2.664183e-30 1.332092e-30
[476,] 1.000000e+00 6.191911e-30 3.095955e-30
[477,] 1.000000e+00 1.550744e-29 7.753718e-30
[478,] 1.000000e+00 3.862319e-29 1.931160e-29
[479,] 1.000000e+00 9.528197e-29 4.764099e-29
[480,] 1.000000e+00 2.254532e-28 1.127266e-28
[481,] 1.000000e+00 4.040264e-28 2.020132e-28
[482,] 1.000000e+00 1.003611e-27 5.018055e-28
[483,] 1.000000e+00 2.465124e-27 1.232562e-27
[484,] 1.000000e+00 5.974745e-27 2.987373e-27
[485,] 1.000000e+00 1.455968e-26 7.279840e-27
[486,] 1.000000e+00 3.479701e-26 1.739850e-26
[487,] 1.000000e+00 8.469793e-26 4.234896e-26
[488,] 1.000000e+00 2.024705e-25 1.012352e-25
[489,] 1.000000e+00 4.860885e-25 2.430442e-25
[490,] 1.000000e+00 1.138448e-24 5.692241e-25
[491,] 1.000000e+00 2.703619e-24 1.351810e-24
[492,] 1.000000e+00 6.380959e-24 3.190479e-24
[493,] 1.000000e+00 1.467661e-23 7.338305e-24
[494,] 1.000000e+00 3.445525e-23 1.722762e-23
[495,] 1.000000e+00 7.835428e-23 3.917714e-23
[496,] 1.000000e+00 1.812292e-22 9.061462e-23
[497,] 1.000000e+00 4.196795e-22 2.098397e-22
[498,] 1.000000e+00 9.381799e-22 4.690899e-22
[499,] 1.000000e+00 1.944395e-21 9.721977e-22
[500,] 1.000000e+00 4.212286e-21 2.106143e-21
[501,] 1.000000e+00 8.949429e-21 4.474714e-21
[502,] 1.000000e+00 1.838909e-20 9.194543e-21
[503,] 1.000000e+00 4.108501e-20 2.054251e-20
[504,] 1.000000e+00 8.123392e-20 4.061696e-20
[505,] 1.000000e+00 1.596493e-19 7.982464e-20
[506,] 1.000000e+00 3.081561e-19 1.540780e-19
[507,] 1.000000e+00 6.142670e-19 3.071335e-19
[508,] 1.000000e+00 3.897678e-21 1.948839e-21
[509,] 1.000000e+00 8.853237e-21 4.426618e-21
[510,] 1.000000e+00 1.932315e-20 9.661577e-21
[511,] 1.000000e+00 3.983596e-20 1.991798e-20
[512,] 1.000000e+00 7.919590e-20 3.959795e-20
[513,] 1.000000e+00 1.812473e-19 9.062364e-20
[514,] 1.000000e+00 4.090566e-19 2.045283e-19
[515,] 1.000000e+00 9.364873e-19 4.682437e-19
[516,] 1.000000e+00 2.159222e-18 1.079611e-18
[517,] 1.000000e+00 4.941483e-18 2.470742e-18
[518,] 1.000000e+00 1.120489e-17 5.602443e-18
[519,] 1.000000e+00 2.506173e-17 1.253087e-17
[520,] 1.000000e+00 5.561248e-17 2.780624e-17
[521,] 1.000000e+00 1.228404e-16 6.142019e-17
[522,] 1.000000e+00 2.726286e-16 1.363143e-16
[523,] 1.000000e+00 5.999736e-16 2.999868e-16
[524,] 1.000000e+00 1.308795e-15 6.543974e-16
[525,] 1.000000e+00 2.802102e-15 1.401051e-15
[526,] 1.000000e+00 6.070254e-15 3.035127e-15
[527,] 1.000000e+00 1.288377e-14 6.441887e-15
[528,] 1.000000e+00 2.707015e-14 1.353507e-14
[529,] 1.000000e+00 5.592844e-14 2.796422e-14
[530,] 1.000000e+00 1.154222e-13 5.771111e-14
[531,] 1.000000e+00 2.391841e-13 1.195920e-13
[532,] 1.000000e+00 4.913212e-13 2.456606e-13
[533,] 1.000000e+00 9.953760e-13 4.976880e-13
[534,] 1.000000e+00 1.958154e-12 9.790771e-13
[535,] 1.000000e+00 3.852244e-12 1.926122e-12
[536,] 1.000000e+00 7.338702e-12 3.669351e-12
[537,] 1.000000e+00 1.361644e-11 6.808221e-12
[538,] 1.000000e+00 2.562584e-11 1.281292e-11
[539,] 1.000000e+00 4.937167e-11 2.468583e-11
[540,] 1.000000e+00 9.412280e-11 4.706140e-11
[541,] 1.000000e+00 1.777066e-10 8.885329e-11
[542,] 1.000000e+00 3.223334e-10 1.611667e-10
[543,] 1.000000e+00 5.802167e-10 2.901084e-10
[544,] 1.000000e+00 9.869452e-10 4.934726e-10
[545,] 1.000000e+00 1.640747e-09 8.203736e-10
[546,] 1.000000e+00 2.736828e-09 1.368414e-09
[547,] 1.000000e+00 4.372465e-09 2.186233e-09
[548,] 1.000000e+00 6.418251e-09 3.209125e-09
[549,] 1.000000e+00 9.058800e-09 4.529400e-09
[550,] 1.000000e+00 1.351184e-08 6.755921e-09
[551,] 1.000000e+00 2.180135e-08 1.090067e-08
[552,] 1.000000e+00 3.487443e-08 1.743722e-08
[553,] 1.000000e+00 5.810739e-08 2.905369e-08
[554,] 1.000000e+00 8.125571e-08 4.062786e-08
[555,] 9.999999e-01 1.505500e-07 7.527501e-08
[556,] 9.999999e-01 2.357893e-07 1.178947e-07
[557,] 9.999998e-01 4.024542e-07 2.012271e-07
[558,] 9.999997e-01 5.603332e-07 2.801666e-07
[559,] 9.999997e-01 6.972778e-07 3.486389e-07
[560,] 9.999995e-01 1.042319e-06 5.211596e-07
[561,] 9.999995e-01 9.456488e-07 4.728244e-07
[562,] 9.999995e-01 9.336271e-07 4.668136e-07
[563,] 9.999996e-01 8.510082e-07 4.255041e-07
[564,] 9.999996e-01 7.194157e-07 3.597079e-07
[565,] 9.999997e-01 5.357720e-07 2.678860e-07
[566,] 9.999998e-01 4.405165e-07 2.202582e-07
[567,] 9.999998e-01 3.862503e-07 1.931251e-07
[568,] 9.999998e-01 4.739818e-07 2.369909e-07
[569,] 9.999996e-01 8.427763e-07 4.213882e-07
[570,] 9.999995e-01 1.042604e-06 5.213021e-07
[571,] 9.999996e-01 7.144771e-07 3.572386e-07
[572,] 9.999993e-01 1.381674e-06 6.908371e-07
[573,] 9.999990e-01 2.027020e-06 1.013510e-06
[574,] 9.999993e-01 1.330309e-06 6.651544e-07
[575,] 9.999990e-01 2.002445e-06 1.001223e-06
[576,] 9.999993e-01 1.493199e-06 7.465993e-07
[577,] 9.999994e-01 1.210039e-06 6.050194e-07
[578,] 9.999989e-01 2.231597e-06 1.115798e-06
[579,] 9.999989e-01 2.105693e-06 1.052846e-06
[580,] 9.999989e-01 2.198439e-06 1.099220e-06
[581,] 9.999995e-01 1.050514e-06 5.252571e-07
[582,] 9.999999e-01 1.037932e-07 5.189659e-08
[583,] 9.999999e-01 2.529844e-07 1.264922e-07
[584,] 9.999998e-01 4.531171e-07 2.265585e-07
[585,] 9.999999e-01 1.137214e-07 5.686068e-08
[586,] 9.999999e-01 2.797868e-07 1.398934e-07
[587,] 9.999996e-01 7.025575e-07 3.512788e-07
[588,] 9.999991e-01 1.741941e-06 8.709703e-07
[589,] 9.999980e-01 3.982675e-06 1.991337e-06
[590,] 9.999966e-01 6.813354e-06 3.406677e-06
[591,] 9.999925e-01 1.494398e-05 7.471989e-06
[592,] 1.000000e+00 4.700906e-08 2.350453e-08
[593,] 9.999999e-01 1.489324e-07 7.446618e-08
[594,] 9.999998e-01 4.737404e-07 2.368702e-07
[595,] 9.999993e-01 1.384166e-06 6.920829e-07
[596,] 9.999983e-01 3.416164e-06 1.708082e-06
[597,] 9.999953e-01 9.397121e-06 4.698561e-06
[598,] 9.999907e-01 1.854533e-05 9.272667e-06
[599,] 9.999909e-01 1.820736e-05 9.103679e-06
[600,] 9.999746e-01 5.089089e-05 2.544544e-05
[601,] 9.999246e-01 1.508104e-04 7.540520e-05
[602,] 9.997983e-01 4.033452e-04 2.016726e-04
[603,] 9.999258e-01 1.484763e-04 7.423817e-05
[604,] 9.999528e-01 9.446486e-05 4.723243e-05
[605,] 9.998256e-01 3.487791e-04 1.743896e-04
[606,] 9.998933e-01 2.133700e-04 1.066850e-04
[607,] 9.999997e-01 5.667036e-07 2.833518e-07
[608,] 9.999986e-01 2.748287e-06 1.374143e-06
[609,] 9.999834e-01 3.323222e-05 1.661611e-05
[610,] 9.998040e-01 3.919639e-04 1.959820e-04
[611,] 9.984843e-01 3.031426e-03 1.515713e-03
> postscript(file="/var/wessaorg/rcomp/tmp/1qnae1355676457.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/28f0c1355676457.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/35j9i1355676457.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/44fq61355676457.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/5n3y21355676457.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 = 626
Frequency = 1
1 2 3 4 5 6
-215.1122942 -90.2524708 95.9740740 113.9093034 138.2379685 77.2438343
7 8 9 10 11 12
-24.3604190 -72.3192285 -102.7470440 -37.0094778 -69.0610675 -52.4868374
13 14 15 16 17 18
-24.6745086 38.9202611 -19.1862745 -21.2871276 -44.8991911 47.5627388
19 20 21 22 23 24
210.7045906 273.8489596 356.9403480 103.3319978 157.4800858 777.3880643
25 26 27 28 29 30
211.1433535 300.2840034 -136.8644039 14.7140185 357.7974956 180.7489200
31 32 33 34 35 36
341.4559898 -127.1003719 -266.5999501 -199.2240295 -244.9069418 -398.9983460
37 38 39 40 41 42
-184.5355705 35.5825896 -35.9464702 70.3342552 47.0813051 20.7941395
43 44 45 46 47 48
28.5547643 52.2160600 63.2517466 68.0024144 284.3999943 47.7784472
49 50 51 52 53 54
31.3448670 62.4551215 76.3025512 21.1010093 33.5345895 38.2017802
55 56 57 58 59 60
23.5149892 16.6992372 -10.0031054 27.8352318 -68.4613164 -66.6739141
61 62 63 64 65 66
-47.2062195 -12.4876205 20.4687815 15.3806784 -22.6156026 -49.1457613
67 68 69 70 71 72
-50.2706897 -25.8637141 -71.3161604 -23.6259111 -161.4703072 90.5510779
73 74 75 76 77 78
-81.5323991 -95.3929463 188.0132819 125.6647510 1212.0941388 -114.9488687
79 80 81 82 83 84
138.2207055 -82.0591232 -173.2740538 -100.3276088 -114.5711764 -78.3165529
85 86 87 88 89 90
-198.7019912 -39.0080229 -158.3707542 -95.2380156 -172.8143925 262.4648618
91 92 93 94 95 96
184.8260208 -143.7129299 -5.5475481 -205.7246452 -245.8547637 -121.6904808
97 98 99 100 101 102
-180.0840119 -37.1559597 -168.7041039 -346.1297727 -187.6785475 5617.0651556
103 104 105 106 107 108
103.4758955 73.3683622 167.5583747 1.2612522 20.3064338 309.0355520
109 110 111 112 113 114
213.0407421 -132.7077789 -255.5859951 -5.7981705 -129.8218413 4.3146163
115 116 117 118 119 120
124.7788234 551.8623004 304.0659890 414.0033170 769.8474188 568.3214524
121 122 123 124 125 126
31.4700137 658.2885569 316.8166700 641.9081567 785.4242161 895.4262617
127 128 129 130 131 132
-114.1721258 307.1759317 356.7716301 403.3080344 323.6445627 -20.5228147
133 134 135 136 137 138
-96.7276022 -60.0590319 -112.5556507 -555.7792744 -506.3955814 -374.1035100
139 140 141 142 143 144
-340.1150261 -466.1280264 271.6883001 -417.2920807 -362.8931894 -291.7200474
145 146 147 148 149 150
-212.7741769 1205.1201068 -303.8940426 -279.6714879 -214.8999083 -119.8105363
151 152 153 154 155 156
-290.4401837 -308.0847893 -280.1144024 -185.0934906 -186.0927172 -248.0288797
157 158 159 160 161 162
-242.2978702 1699.3998171 -380.3932361 -365.0716321 -334.5765855 -399.7174140
163 164 165 166 167 168
-456.2092660 -371.1610523 -427.0392978 -282.9536239 -544.9587848 -504.7798281
169 170 171 172 173 174
-395.2351364 657.5931426 -102.9519639 -70.2388585 -86.1627183 -4.1746520
175 176 177 178 179 180
232.7056098 5271.0381480 -133.3628900 -190.7981436 143.0920884 -119.1840213
181 182 183 184 185 186
-127.5872060 -176.3256472 749.4843402 -270.9092598 -196.2096281 -131.7877718
187 188 189 190 191 192
-66.4391398 -178.4957382 -110.0969481 -92.1329163 -124.6651206 1343.5732436
193 194 195 196 197 198
-81.1626493 -201.0318552 -317.2958612 233.0818972 839.1533206 -345.4257275
199 200 201 202 203 204
-247.6859823 416.6878049 -102.0533793 -308.7373906 -42.9485625 403.5127929
205 206 207 208 209 210
-242.5024553 -167.4249681 -220.9704762 683.6628713 -63.1029436 60.6802663
211 212 213 214 215 216
-137.3405340 171.4483394 -355.0936196 -64.3771740 -104.0254986 46.6931004
217 218 219 220 221 222
-59.3981869 205.7866989 -10.6716132 -116.2779120 -9.4889375 70.6656143
223 224 225 226 227 228
6767.4521076 -108.8313390 -141.7704471 22.3513367 -35.6885423 -78.2393927
229 230 231 232 233 234
-232.7678780 -201.4991051 -161.6928367 -266.7001736 -297.8095957 -284.8415634
235 236 237 238 239 240
-432.6341558 -510.1945408 -454.1903484 -472.8670228 -467.7483836 -485.7100768
241 242 243 244 245 246
-299.9869851 -275.2532390 -122.5919140 -140.8584947 -182.9713693 -139.9356827
247 248 249 250 251 252
-150.9225812 -171.8758150 -172.0606374 -156.8349382 -162.5955630 -161.0988299
253 254 255 256 257 258
-99.4048616 -173.1539571 -183.9486963 -198.9144544 -172.8225926 -178.2373066
259 260 261 262 263 264
-160.0189443 -199.7663560 -35.4849551 -245.8859931 -255.2189620 -259.9065912
265 266 267 268 269 270
-333.0519579 -282.4283652 -287.8940112 -68.9701514 -258.9475663 -298.2042353
271 272 273 274 275 276
-351.1825044 -388.1509600 -380.7068295 -106.6060586 -363.5451667 376.8177850
277 278 279 280 281 282
287.2540863 -285.1942687 -183.3578825 43.8505228 -275.2155592 -236.5343370
283 284 285 286 287 288
-176.5878920 -86.9816943 -127.4158489 325.7376285 -130.0969896 84.2473488
289 290 291 292 293 294
484.3492187 512.4103589 876.8838180 0.5436719 278.1578821 971.9802269
295 296 297 298 299 300
1038.5319730 5.7713482 -101.4811285 -145.3373991 207.5482552 -242.5628960
301 302 303 304 305 306
408.5273935 34.0997312 350.5405471 1265.0456017 -101.4372400 -179.2095369
307 308 309 310 311 312
-156.9292348 -227.2910487 -143.5734475 -72.5650627 -155.4499713 -51.2365281
313 314 315 316 317 318
148.6651482 111.4971463 161.4908072 -42.4949423 81.4755589 23.0963719
319 320 321 322 323 324
534.5141293 223.1844646 560.0757823 1477.2359740 552.9070434 917.9947128
325 326 327 328 329 330
228.8755491 857.0088622 398.7558110 433.1961346 2564.1504910 1219.7662735
331 332 333 334 335 336
753.5552480 1052.7426641 1225.0220195 782.1906470 1344.1738265 1175.6629326
337 338 339 340 341 342
508.3931620 175.1594503 1280.4828770 404.7165888 26.3669590 604.9338522
343 344 345 346 347 348
317.5917161 21.5045201 -288.9060016 33.4993122 849.1380756 32.7607424
349 350 351 352 353 354
-12.5185119 78.0378867 109.6651984 96.1802100 165.5654357 111.0027348
355 356 357 358 359 360
12.3831644 25.6986798 -49.8981355 -176.9584661 -97.1884588 -65.2797461
361 362 363 364 365 366
-228.9621851 -156.9626027 -149.4911892 -105.8573437 -146.5817073 -65.0531209
367 368 369 370 371 372
-85.9199997 -225.2642370 -296.3023415 -150.9445293 -238.3985025 -264.9308080
373 374 375 376 377 378
-202.4059405 -206.5763821 -270.6557197 -238.3875213 -203.2752212 -196.9788327
379 380 381 382 383 384
-210.6517881 -204.7678073 -360.1635620 -189.6142982 -165.4437263 -209.3833077
385 386 387 388 389 390
-135.2295563 -104.4634834 -253.1515859 -196.6112973 -172.3472913 -38.1955855
391 392 393 394 395 396
-147.7546684 -162.0932423 -172.3536436 -213.5609501 -210.5609501 -230.1121217
397 398 399 400 401 402
-204.6536074 -201.1974421 -255.3212715 -129.1292134 -246.6520644 -266.6725028
403 404 405 406 407 408
-167.8641170 -348.0729957 -423.7332728 -408.6057244 -307.3510745 -320.4156854
409 410 411 412 413 414
-257.7217172 -368.9704749 -441.1765738 -451.5534044 -480.2896649 -519.3027664
415 416 417 418 419 420
-453.9023029 2148.3311635 -196.6326764 -162.9634401 -169.5153647 -75.0077912
421 422 423 424 425 426
-147.6256193 -134.5601495 -194.4955386 -185.1091744 -94.7621912 -104.1007651
427 428 429 430 431 432
-33.1674216 -82.0020265 -95.8366447 -159.8366447 -50.1027975 -63.1389575
433 434 435 436 437 438
-56.5568160 -53.9981800 74.1063099 -131.6636973 -139.0328377 -7.4664178
439 440 441 442 443 444
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445 446 447 448 449 450
-126.0780097 -142.3987181 -214.1934573 -79.6218984 -41.9795198 102.7077371
451 452 453 454 455 456
-417.8230531 -202.2620257 -162.3057249 -139.4773154 -77.3802635 715.3783157
457 458 459 460 461 462
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463 464 465 466 467 468
-3.4732506 -265.4144043 -228.3346462 -204.3235318 -222.4851946 -208.4526525
469 470 471 472 473 474
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475 476 477 478 479 480
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481 482 483 484 485 486
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487 488 489 490 491 492
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493 494 495 496 497 498
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499 500 501 502 503 504
-227.8439225 -257.3899332 -184.5038056 -268.5206261 -228.1022942 -205.8161529
505 506 507 508 509 510
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511 512 513 514 515 516
-353.1367648 -360.9968490 -355.4414851 -307.6221151 719.1349797 -360.8267136
517 518 519 520 521 522
-367.3149477 -379.3637651 -354.1947654 -216.9097466 -201.0421721 -159.0919524
523 524 525 526 527 528
-75.6337415 -116.3733534 -126.4001309 -142.1276523 -147.0384106 -142.4604615
529 530 531 532 533 534
-97.7360979 -122.7597176 -132.7045903 -174.6399794 -127.5392085 -153.6582550
535 536 537 538 539 540
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541 542 543 544 545 546
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547 548 549 550 551 552
-133.1760200 -127.0810137 -174.5943519 -172.3165234 -219.0408871 -209.7632051
553 554 555 556 557 558
-172.0461783 -172.3380843 -176.2488427 -246.2921637 -189.4743660 -93.8203779
559 560 561 562 563 564
-76.2692063 -28.4193371 -128.6151143 183.5523132 -62.4949027 62.8157711
565 566 567 568 569 570
-36.4829237 -78.9621475 17.5076938 -132.7810441 -128.7124459 -125.3019242
571 572 573 574 575 576
-143.0671807 -119.8860773 -78.5495490 5.6557118 189.4988697 244.7272901
577 578 579 580 581 582
746.3225331 -31.5924176 178.2565125 -384.5390222 -406.0608973 -103.3952788
583 584 585 586 587 588
1.8728184 791.5208615 -66.1535650 -367.6060624 -290.8087031 -292.5451838
589 590 591 592 593 594
800.2989180 -206.9309736 104.8552432 940.1669385 340.0317952 181.2612635
595 596 597 598 599 600
291.1695586 351.0021311 6.9775004 86.0909495 925.4038202 17.1529157
601 602 603 604 605 606
-58.2324139 2.4552152 -58.4551283 70.3411831 72.2876281 86.6503594
607 608 609 610 611 612
333.8326203 400.8210910 283.7769214 564.5932479 302.6505805 26.0914975
613 614 615 616 617 618
247.5284802 131.0383016 -124.3552512 -150.9107163 -188.9520343 -169.7662141
619 620 621 622 623 624
-269.1819495 -334.7440759 -316.2692410 -378.2624285 -233.5931922 -303.4137110
625 626
-300.9907956 -300.9907956
> postscript(file="/var/wessaorg/rcomp/tmp/671kd1355676457.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 = 626
Frequency = 1
lag(myerror, k = 1) myerror
0 -215.1122942 NA
1 -90.2524708 -215.1122942
2 95.9740740 -90.2524708
3 113.9093034 95.9740740
4 138.2379685 113.9093034
5 77.2438343 138.2379685
6 -24.3604190 77.2438343
7 -72.3192285 -24.3604190
8 -102.7470440 -72.3192285
9 -37.0094778 -102.7470440
10 -69.0610675 -37.0094778
11 -52.4868374 -69.0610675
12 -24.6745086 -52.4868374
13 38.9202611 -24.6745086
14 -19.1862745 38.9202611
15 -21.2871276 -19.1862745
16 -44.8991911 -21.2871276
17 47.5627388 -44.8991911
18 210.7045906 47.5627388
19 273.8489596 210.7045906
20 356.9403480 273.8489596
21 103.3319978 356.9403480
22 157.4800858 103.3319978
23 777.3880643 157.4800858
24 211.1433535 777.3880643
25 300.2840034 211.1433535
26 -136.8644039 300.2840034
27 14.7140185 -136.8644039
28 357.7974956 14.7140185
29 180.7489200 357.7974956
30 341.4559898 180.7489200
31 -127.1003719 341.4559898
32 -266.5999501 -127.1003719
33 -199.2240295 -266.5999501
34 -244.9069418 -199.2240295
35 -398.9983460 -244.9069418
36 -184.5355705 -398.9983460
37 35.5825896 -184.5355705
38 -35.9464702 35.5825896
39 70.3342552 -35.9464702
40 47.0813051 70.3342552
41 20.7941395 47.0813051
42 28.5547643 20.7941395
43 52.2160600 28.5547643
44 63.2517466 52.2160600
45 68.0024144 63.2517466
46 284.3999943 68.0024144
47 47.7784472 284.3999943
48 31.3448670 47.7784472
49 62.4551215 31.3448670
50 76.3025512 62.4551215
51 21.1010093 76.3025512
52 33.5345895 21.1010093
53 38.2017802 33.5345895
54 23.5149892 38.2017802
55 16.6992372 23.5149892
56 -10.0031054 16.6992372
57 27.8352318 -10.0031054
58 -68.4613164 27.8352318
59 -66.6739141 -68.4613164
60 -47.2062195 -66.6739141
61 -12.4876205 -47.2062195
62 20.4687815 -12.4876205
63 15.3806784 20.4687815
64 -22.6156026 15.3806784
65 -49.1457613 -22.6156026
66 -50.2706897 -49.1457613
67 -25.8637141 -50.2706897
68 -71.3161604 -25.8637141
69 -23.6259111 -71.3161604
70 -161.4703072 -23.6259111
71 90.5510779 -161.4703072
72 -81.5323991 90.5510779
73 -95.3929463 -81.5323991
74 188.0132819 -95.3929463
75 125.6647510 188.0132819
76 1212.0941388 125.6647510
77 -114.9488687 1212.0941388
78 138.2207055 -114.9488687
79 -82.0591232 138.2207055
80 -173.2740538 -82.0591232
81 -100.3276088 -173.2740538
82 -114.5711764 -100.3276088
83 -78.3165529 -114.5711764
84 -198.7019912 -78.3165529
85 -39.0080229 -198.7019912
86 -158.3707542 -39.0080229
87 -95.2380156 -158.3707542
88 -172.8143925 -95.2380156
89 262.4648618 -172.8143925
90 184.8260208 262.4648618
91 -143.7129299 184.8260208
92 -5.5475481 -143.7129299
93 -205.7246452 -5.5475481
94 -245.8547637 -205.7246452
95 -121.6904808 -245.8547637
96 -180.0840119 -121.6904808
97 -37.1559597 -180.0840119
98 -168.7041039 -37.1559597
99 -346.1297727 -168.7041039
100 -187.6785475 -346.1297727
101 5617.0651556 -187.6785475
102 103.4758955 5617.0651556
103 73.3683622 103.4758955
104 167.5583747 73.3683622
105 1.2612522 167.5583747
106 20.3064338 1.2612522
107 309.0355520 20.3064338
108 213.0407421 309.0355520
109 -132.7077789 213.0407421
110 -255.5859951 -132.7077789
111 -5.7981705 -255.5859951
112 -129.8218413 -5.7981705
113 4.3146163 -129.8218413
114 124.7788234 4.3146163
115 551.8623004 124.7788234
116 304.0659890 551.8623004
117 414.0033170 304.0659890
118 769.8474188 414.0033170
119 568.3214524 769.8474188
120 31.4700137 568.3214524
121 658.2885569 31.4700137
122 316.8166700 658.2885569
123 641.9081567 316.8166700
124 785.4242161 641.9081567
125 895.4262617 785.4242161
126 -114.1721258 895.4262617
127 307.1759317 -114.1721258
128 356.7716301 307.1759317
129 403.3080344 356.7716301
130 323.6445627 403.3080344
131 -20.5228147 323.6445627
132 -96.7276022 -20.5228147
133 -60.0590319 -96.7276022
134 -112.5556507 -60.0590319
135 -555.7792744 -112.5556507
136 -506.3955814 -555.7792744
137 -374.1035100 -506.3955814
138 -340.1150261 -374.1035100
139 -466.1280264 -340.1150261
140 271.6883001 -466.1280264
141 -417.2920807 271.6883001
142 -362.8931894 -417.2920807
143 -291.7200474 -362.8931894
144 -212.7741769 -291.7200474
145 1205.1201068 -212.7741769
146 -303.8940426 1205.1201068
147 -279.6714879 -303.8940426
148 -214.8999083 -279.6714879
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150 -290.4401837 -119.8105363
151 -308.0847893 -290.4401837
152 -280.1144024 -308.0847893
153 -185.0934906 -280.1144024
154 -186.0927172 -185.0934906
155 -248.0288797 -186.0927172
156 -242.2978702 -248.0288797
157 1699.3998171 -242.2978702
158 -380.3932361 1699.3998171
159 -365.0716321 -380.3932361
160 -334.5765855 -365.0716321
161 -399.7174140 -334.5765855
162 -456.2092660 -399.7174140
163 -371.1610523 -456.2092660
164 -427.0392978 -371.1610523
165 -282.9536239 -427.0392978
166 -544.9587848 -282.9536239
167 -504.7798281 -544.9587848
168 -395.2351364 -504.7798281
169 657.5931426 -395.2351364
170 -102.9519639 657.5931426
171 -70.2388585 -102.9519639
172 -86.1627183 -70.2388585
173 -4.1746520 -86.1627183
174 232.7056098 -4.1746520
175 5271.0381480 232.7056098
176 -133.3628900 5271.0381480
177 -190.7981436 -133.3628900
178 143.0920884 -190.7981436
179 -119.1840213 143.0920884
180 -127.5872060 -119.1840213
181 -176.3256472 -127.5872060
182 749.4843402 -176.3256472
183 -270.9092598 749.4843402
184 -196.2096281 -270.9092598
185 -131.7877718 -196.2096281
186 -66.4391398 -131.7877718
187 -178.4957382 -66.4391398
188 -110.0969481 -178.4957382
189 -92.1329163 -110.0969481
190 -124.6651206 -92.1329163
191 1343.5732436 -124.6651206
192 -81.1626493 1343.5732436
193 -201.0318552 -81.1626493
194 -317.2958612 -201.0318552
195 233.0818972 -317.2958612
196 839.1533206 233.0818972
197 -345.4257275 839.1533206
198 -247.6859823 -345.4257275
199 416.6878049 -247.6859823
200 -102.0533793 416.6878049
201 -308.7373906 -102.0533793
202 -42.9485625 -308.7373906
203 403.5127929 -42.9485625
204 -242.5024553 403.5127929
205 -167.4249681 -242.5024553
206 -220.9704762 -167.4249681
207 683.6628713 -220.9704762
208 -63.1029436 683.6628713
209 60.6802663 -63.1029436
210 -137.3405340 60.6802663
211 171.4483394 -137.3405340
212 -355.0936196 171.4483394
213 -64.3771740 -355.0936196
214 -104.0254986 -64.3771740
215 46.6931004 -104.0254986
216 -59.3981869 46.6931004
217 205.7866989 -59.3981869
218 -10.6716132 205.7866989
219 -116.2779120 -10.6716132
220 -9.4889375 -116.2779120
221 70.6656143 -9.4889375
222 6767.4521076 70.6656143
223 -108.8313390 6767.4521076
224 -141.7704471 -108.8313390
225 22.3513367 -141.7704471
226 -35.6885423 22.3513367
227 -78.2393927 -35.6885423
228 -232.7678780 -78.2393927
229 -201.4991051 -232.7678780
230 -161.6928367 -201.4991051
231 -266.7001736 -161.6928367
232 -297.8095957 -266.7001736
233 -284.8415634 -297.8095957
234 -432.6341558 -284.8415634
235 -510.1945408 -432.6341558
236 -454.1903484 -510.1945408
237 -472.8670228 -454.1903484
238 -467.7483836 -472.8670228
239 -485.7100768 -467.7483836
240 -299.9869851 -485.7100768
241 -275.2532390 -299.9869851
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243 -140.8584947 -122.5919140
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245 -139.9356827 -182.9713693
246 -150.9225812 -139.9356827
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249 -156.8349382 -172.0606374
250 -162.5955630 -156.8349382
251 -161.0988299 -162.5955630
252 -99.4048616 -161.0988299
253 -173.1539571 -99.4048616
254 -183.9486963 -173.1539571
255 -198.9144544 -183.9486963
256 -172.8225926 -198.9144544
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260 -35.4849551 -199.7663560
261 -245.8859931 -35.4849551
262 -255.2189620 -245.8859931
263 -259.9065912 -255.2189620
264 -333.0519579 -259.9065912
265 -282.4283652 -333.0519579
266 -287.8940112 -282.4283652
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268 -258.9475663 -68.9701514
269 -298.2042353 -258.9475663
270 -351.1825044 -298.2042353
271 -388.1509600 -351.1825044
272 -380.7068295 -388.1509600
273 -106.6060586 -380.7068295
274 -363.5451667 -106.6060586
275 376.8177850 -363.5451667
276 287.2540863 376.8177850
277 -285.1942687 287.2540863
278 -183.3578825 -285.1942687
279 43.8505228 -183.3578825
280 -275.2155592 43.8505228
281 -236.5343370 -275.2155592
282 -176.5878920 -236.5343370
283 -86.9816943 -176.5878920
284 -127.4158489 -86.9816943
285 325.7376285 -127.4158489
286 -130.0969896 325.7376285
287 84.2473488 -130.0969896
288 484.3492187 84.2473488
289 512.4103589 484.3492187
290 876.8838180 512.4103589
291 0.5436719 876.8838180
292 278.1578821 0.5436719
293 971.9802269 278.1578821
294 1038.5319730 971.9802269
295 5.7713482 1038.5319730
296 -101.4811285 5.7713482
297 -145.3373991 -101.4811285
298 207.5482552 -145.3373991
299 -242.5628960 207.5482552
300 408.5273935 -242.5628960
301 34.0997312 408.5273935
302 350.5405471 34.0997312
303 1265.0456017 350.5405471
304 -101.4372400 1265.0456017
305 -179.2095369 -101.4372400
306 -156.9292348 -179.2095369
307 -227.2910487 -156.9292348
308 -143.5734475 -227.2910487
309 -72.5650627 -143.5734475
310 -155.4499713 -72.5650627
311 -51.2365281 -155.4499713
312 148.6651482 -51.2365281
313 111.4971463 148.6651482
314 161.4908072 111.4971463
315 -42.4949423 161.4908072
316 81.4755589 -42.4949423
317 23.0963719 81.4755589
318 534.5141293 23.0963719
319 223.1844646 534.5141293
320 560.0757823 223.1844646
321 1477.2359740 560.0757823
322 552.9070434 1477.2359740
323 917.9947128 552.9070434
324 228.8755491 917.9947128
325 857.0088622 228.8755491
326 398.7558110 857.0088622
327 433.1961346 398.7558110
328 2564.1504910 433.1961346
329 1219.7662735 2564.1504910
330 753.5552480 1219.7662735
331 1052.7426641 753.5552480
332 1225.0220195 1052.7426641
333 782.1906470 1225.0220195
334 1344.1738265 782.1906470
335 1175.6629326 1344.1738265
336 508.3931620 1175.6629326
337 175.1594503 508.3931620
338 1280.4828770 175.1594503
339 404.7165888 1280.4828770
340 26.3669590 404.7165888
341 604.9338522 26.3669590
342 317.5917161 604.9338522
343 21.5045201 317.5917161
344 -288.9060016 21.5045201
345 33.4993122 -288.9060016
346 849.1380756 33.4993122
347 32.7607424 849.1380756
348 -12.5185119 32.7607424
349 78.0378867 -12.5185119
350 109.6651984 78.0378867
351 96.1802100 109.6651984
352 165.5654357 96.1802100
353 111.0027348 165.5654357
354 12.3831644 111.0027348
355 25.6986798 12.3831644
356 -49.8981355 25.6986798
357 -176.9584661 -49.8981355
358 -97.1884588 -176.9584661
359 -65.2797461 -97.1884588
360 -228.9621851 -65.2797461
361 -156.9626027 -228.9621851
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453 -139.4773154 -162.3057249
454 -77.3802635 -139.4773154
455 715.3783157 -77.3802635
456 -205.4122311 715.3783157
457 -206.4729926 -205.4122311
458 -161.1024511 -206.4729926
459 -167.8667949 -161.1024511
460 190.0476825 -167.8667949
461 -180.7414489 190.0476825
462 -3.4732506 -180.7414489
463 -265.4144043 -3.4732506
464 -228.3346462 -265.4144043
465 -204.3235318 -228.3346462
466 -222.4851946 -204.3235318
467 -208.4526525 -222.4851946
468 -191.7796971 -208.4526525
469 -305.2114763 -191.7796971
470 -260.2855708 -305.2114763
471 -297.0398565 -260.2855708
472 -296.5836912 -297.0398565
473 -117.8210926 -296.5836912
474 -397.1039647 -117.8210926
475 -258.7943151 -397.1039647
476 -321.6651944 -258.7943151
477 -291.9045696 -321.6651944
478 -268.5964923 -291.9045696
479 -313.6898252 -268.5964923
480 -415.5433095 -313.6898252
481 -232.5374995 -415.5433095
482 -360.4876635 -232.5374995
483 -257.3680265 -360.4876635
484 -258.0488932 -257.3680265
485 -250.1968507 -258.0488932
486 -305.3922557 -250.1968507
487 2.2993343 -305.3922557
488 -205.3547549 2.2993343
489 -190.9841123 -205.3547549
490 -251.8591839 -190.9841123
491 -238.6618213 -251.8591839
492 -271.5709969 -238.6618213
493 -191.5826273 -271.5709969
494 -247.5846729 -191.5826273
495 -218.8932851 -247.5846729
496 -259.3725089 -218.8932851
497 -224.4161069 -259.3725089
498 -227.8439225 -224.4161069
499 -257.3899332 -227.8439225
500 -184.5038056 -257.3899332
501 -268.5206261 -184.5038056
502 -228.1022942 -268.5206261
503 -205.8161529 -228.1022942
504 -261.6738295 -205.8161529
505 -91.2215269 -261.6738295
506 -310.2099976 -91.2215269
507 -317.6987050 -310.2099976
508 -347.0490954 -317.6987050
509 -253.1918921 -347.0490954
510 -353.1367648 -253.1918921
511 -360.9968490 -353.1367648
512 -355.4414851 -360.9968490
513 -307.6221151 -355.4414851
514 719.1349797 -307.6221151
515 -360.8267136 719.1349797
516 -367.3149477 -360.8267136
517 -379.3637651 -367.3149477
518 -354.1947654 -379.3637651
519 -216.9097466 -354.1947654
520 -201.0421721 -216.9097466
521 -159.0919524 -201.0421721
522 -75.6337415 -159.0919524
523 -116.3733534 -75.6337415
524 -126.4001309 -116.3733534
525 -142.1276523 -126.4001309
526 -147.0384106 -142.1276523
527 -142.4604615 -147.0384106
528 -97.7360979 -142.4604615
529 -122.7597176 -97.7360979
530 -132.7045903 -122.7597176
531 -174.6399794 -132.7045903
532 -127.5392085 -174.6399794
533 -153.6582550 -127.5392085
534 -161.0251787 -153.6582550
535 -186.0708223 -161.0251787
536 -170.7590260 -186.0708223
537 -141.3098943 -170.7590260
538 -144.0988688 -141.3098943
539 -162.7775888 -144.0988688
540 -214.4468252 -162.7775888
541 -214.1081048 -214.4468252
542 -252.6765703 -214.1081048
543 -269.5663157 -252.6765703
544 -224.1763336 -269.5663157
545 -141.8830897 -224.1763336
546 -133.1760200 -141.8830897
547 -127.0810137 -133.1760200
548 -174.5943519 -127.0810137
549 -172.3165234 -174.5943519
550 -219.0408871 -172.3165234
551 -209.7632051 -219.0408871
552 -172.0461783 -209.7632051
553 -172.3380843 -172.0461783
554 -176.2488427 -172.3380843
555 -246.2921637 -176.2488427
556 -189.4743660 -246.2921637
557 -93.8203779 -189.4743660
558 -76.2692063 -93.8203779
559 -28.4193371 -76.2692063
560 -128.6151143 -28.4193371
561 183.5523132 -128.6151143
562 -62.4949027 183.5523132
563 62.8157711 -62.4949027
564 -36.4829237 62.8157711
565 -78.9621475 -36.4829237
566 17.5076938 -78.9621475
567 -132.7810441 17.5076938
568 -128.7124459 -132.7810441
569 -125.3019242 -128.7124459
570 -143.0671807 -125.3019242
571 -119.8860773 -143.0671807
572 -78.5495490 -119.8860773
573 5.6557118 -78.5495490
574 189.4988697 5.6557118
575 244.7272901 189.4988697
576 746.3225331 244.7272901
577 -31.5924176 746.3225331
578 178.2565125 -31.5924176
579 -384.5390222 178.2565125
580 -406.0608973 -384.5390222
581 -103.3952788 -406.0608973
582 1.8728184 -103.3952788
583 791.5208615 1.8728184
584 -66.1535650 791.5208615
585 -367.6060624 -66.1535650
586 -290.8087031 -367.6060624
587 -292.5451838 -290.8087031
588 800.2989180 -292.5451838
589 -206.9309736 800.2989180
590 104.8552432 -206.9309736
591 940.1669385 104.8552432
592 340.0317952 940.1669385
593 181.2612635 340.0317952
594 291.1695586 181.2612635
595 351.0021311 291.1695586
596 6.9775004 351.0021311
597 86.0909495 6.9775004
598 925.4038202 86.0909495
599 17.1529157 925.4038202
600 -58.2324139 17.1529157
601 2.4552152 -58.2324139
602 -58.4551283 2.4552152
603 70.3411831 -58.4551283
604 72.2876281 70.3411831
605 86.6503594 72.2876281
606 333.8326203 86.6503594
607 400.8210910 333.8326203
608 283.7769214 400.8210910
609 564.5932479 283.7769214
610 302.6505805 564.5932479
611 26.0914975 302.6505805
612 247.5284802 26.0914975
613 131.0383016 247.5284802
614 -124.3552512 131.0383016
615 -150.9107163 -124.3552512
616 -188.9520343 -150.9107163
617 -169.7662141 -188.9520343
618 -269.1819495 -169.7662141
619 -334.7440759 -269.1819495
620 -316.2692410 -334.7440759
621 -378.2624285 -316.2692410
622 -233.5931922 -378.2624285
623 -303.4137110 -233.5931922
624 -300.9907956 -303.4137110
625 -300.9907956 -300.9907956
626 NA -300.9907956
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] -90.2524708 -215.1122942
[2,] 95.9740740 -90.2524708
[3,] 113.9093034 95.9740740
[4,] 138.2379685 113.9093034
[5,] 77.2438343 138.2379685
[6,] -24.3604190 77.2438343
[7,] -72.3192285 -24.3604190
[8,] -102.7470440 -72.3192285
[9,] -37.0094778 -102.7470440
[10,] -69.0610675 -37.0094778
[11,] -52.4868374 -69.0610675
[12,] -24.6745086 -52.4868374
[13,] 38.9202611 -24.6745086
[14,] -19.1862745 38.9202611
[15,] -21.2871276 -19.1862745
[16,] -44.8991911 -21.2871276
[17,] 47.5627388 -44.8991911
[18,] 210.7045906 47.5627388
[19,] 273.8489596 210.7045906
[20,] 356.9403480 273.8489596
[21,] 103.3319978 356.9403480
[22,] 157.4800858 103.3319978
[23,] 777.3880643 157.4800858
[24,] 211.1433535 777.3880643
[25,] 300.2840034 211.1433535
[26,] -136.8644039 300.2840034
[27,] 14.7140185 -136.8644039
[28,] 357.7974956 14.7140185
[29,] 180.7489200 357.7974956
[30,] 341.4559898 180.7489200
[31,] -127.1003719 341.4559898
[32,] -266.5999501 -127.1003719
[33,] -199.2240295 -266.5999501
[34,] -244.9069418 -199.2240295
[35,] -398.9983460 -244.9069418
[36,] -184.5355705 -398.9983460
[37,] 35.5825896 -184.5355705
[38,] -35.9464702 35.5825896
[39,] 70.3342552 -35.9464702
[40,] 47.0813051 70.3342552
[41,] 20.7941395 47.0813051
[42,] 28.5547643 20.7941395
[43,] 52.2160600 28.5547643
[44,] 63.2517466 52.2160600
[45,] 68.0024144 63.2517466
[46,] 284.3999943 68.0024144
[47,] 47.7784472 284.3999943
[48,] 31.3448670 47.7784472
[49,] 62.4551215 31.3448670
[50,] 76.3025512 62.4551215
[51,] 21.1010093 76.3025512
[52,] 33.5345895 21.1010093
[53,] 38.2017802 33.5345895
[54,] 23.5149892 38.2017802
[55,] 16.6992372 23.5149892
[56,] -10.0031054 16.6992372
[57,] 27.8352318 -10.0031054
[58,] -68.4613164 27.8352318
[59,] -66.6739141 -68.4613164
[60,] -47.2062195 -66.6739141
[61,] -12.4876205 -47.2062195
[62,] 20.4687815 -12.4876205
[63,] 15.3806784 20.4687815
[64,] -22.6156026 15.3806784
[65,] -49.1457613 -22.6156026
[66,] -50.2706897 -49.1457613
[67,] -25.8637141 -50.2706897
[68,] -71.3161604 -25.8637141
[69,] -23.6259111 -71.3161604
[70,] -161.4703072 -23.6259111
[71,] 90.5510779 -161.4703072
[72,] -81.5323991 90.5510779
[73,] -95.3929463 -81.5323991
[74,] 188.0132819 -95.3929463
[75,] 125.6647510 188.0132819
[76,] 1212.0941388 125.6647510
[77,] -114.9488687 1212.0941388
[78,] 138.2207055 -114.9488687
[79,] -82.0591232 138.2207055
[80,] -173.2740538 -82.0591232
[81,] -100.3276088 -173.2740538
[82,] -114.5711764 -100.3276088
[83,] -78.3165529 -114.5711764
[84,] -198.7019912 -78.3165529
[85,] -39.0080229 -198.7019912
[86,] -158.3707542 -39.0080229
[87,] -95.2380156 -158.3707542
[88,] -172.8143925 -95.2380156
[89,] 262.4648618 -172.8143925
[90,] 184.8260208 262.4648618
[91,] -143.7129299 184.8260208
[92,] -5.5475481 -143.7129299
[93,] -205.7246452 -5.5475481
[94,] -245.8547637 -205.7246452
[95,] -121.6904808 -245.8547637
[96,] -180.0840119 -121.6904808
[97,] -37.1559597 -180.0840119
[98,] -168.7041039 -37.1559597
[99,] -346.1297727 -168.7041039
[100,] -187.6785475 -346.1297727
[101,] 5617.0651556 -187.6785475
[102,] 103.4758955 5617.0651556
[103,] 73.3683622 103.4758955
[104,] 167.5583747 73.3683622
[105,] 1.2612522 167.5583747
[106,] 20.3064338 1.2612522
[107,] 309.0355520 20.3064338
[108,] 213.0407421 309.0355520
[109,] -132.7077789 213.0407421
[110,] -255.5859951 -132.7077789
[111,] -5.7981705 -255.5859951
[112,] -129.8218413 -5.7981705
[113,] 4.3146163 -129.8218413
[114,] 124.7788234 4.3146163
[115,] 551.8623004 124.7788234
[116,] 304.0659890 551.8623004
[117,] 414.0033170 304.0659890
[118,] 769.8474188 414.0033170
[119,] 568.3214524 769.8474188
[120,] 31.4700137 568.3214524
[121,] 658.2885569 31.4700137
[122,] 316.8166700 658.2885569
[123,] 641.9081567 316.8166700
[124,] 785.4242161 641.9081567
[125,] 895.4262617 785.4242161
[126,] -114.1721258 895.4262617
[127,] 307.1759317 -114.1721258
[128,] 356.7716301 307.1759317
[129,] 403.3080344 356.7716301
[130,] 323.6445627 403.3080344
[131,] -20.5228147 323.6445627
[132,] -96.7276022 -20.5228147
[133,] -60.0590319 -96.7276022
[134,] -112.5556507 -60.0590319
[135,] -555.7792744 -112.5556507
[136,] -506.3955814 -555.7792744
[137,] -374.1035100 -506.3955814
[138,] -340.1150261 -374.1035100
[139,] -466.1280264 -340.1150261
[140,] 271.6883001 -466.1280264
[141,] -417.2920807 271.6883001
[142,] -362.8931894 -417.2920807
[143,] -291.7200474 -362.8931894
[144,] -212.7741769 -291.7200474
[145,] 1205.1201068 -212.7741769
[146,] -303.8940426 1205.1201068
[147,] -279.6714879 -303.8940426
[148,] -214.8999083 -279.6714879
[149,] -119.8105363 -214.8999083
[150,] -290.4401837 -119.8105363
[151,] -308.0847893 -290.4401837
[152,] -280.1144024 -308.0847893
[153,] -185.0934906 -280.1144024
[154,] -186.0927172 -185.0934906
[155,] -248.0288797 -186.0927172
[156,] -242.2978702 -248.0288797
[157,] 1699.3998171 -242.2978702
[158,] -380.3932361 1699.3998171
[159,] -365.0716321 -380.3932361
[160,] -334.5765855 -365.0716321
[161,] -399.7174140 -334.5765855
[162,] -456.2092660 -399.7174140
[163,] -371.1610523 -456.2092660
[164,] -427.0392978 -371.1610523
[165,] -282.9536239 -427.0392978
[166,] -544.9587848 -282.9536239
[167,] -504.7798281 -544.9587848
[168,] -395.2351364 -504.7798281
[169,] 657.5931426 -395.2351364
[170,] -102.9519639 657.5931426
[171,] -70.2388585 -102.9519639
[172,] -86.1627183 -70.2388585
[173,] -4.1746520 -86.1627183
[174,] 232.7056098 -4.1746520
[175,] 5271.0381480 232.7056098
[176,] -133.3628900 5271.0381480
[177,] -190.7981436 -133.3628900
[178,] 143.0920884 -190.7981436
[179,] -119.1840213 143.0920884
[180,] -127.5872060 -119.1840213
[181,] -176.3256472 -127.5872060
[182,] 749.4843402 -176.3256472
[183,] -270.9092598 749.4843402
[184,] -196.2096281 -270.9092598
[185,] -131.7877718 -196.2096281
[186,] -66.4391398 -131.7877718
[187,] -178.4957382 -66.4391398
[188,] -110.0969481 -178.4957382
[189,] -92.1329163 -110.0969481
[190,] -124.6651206 -92.1329163
[191,] 1343.5732436 -124.6651206
[192,] -81.1626493 1343.5732436
[193,] -201.0318552 -81.1626493
[194,] -317.2958612 -201.0318552
[195,] 233.0818972 -317.2958612
[196,] 839.1533206 233.0818972
[197,] -345.4257275 839.1533206
[198,] -247.6859823 -345.4257275
[199,] 416.6878049 -247.6859823
[200,] -102.0533793 416.6878049
[201,] -308.7373906 -102.0533793
[202,] -42.9485625 -308.7373906
[203,] 403.5127929 -42.9485625
[204,] -242.5024553 403.5127929
[205,] -167.4249681 -242.5024553
[206,] -220.9704762 -167.4249681
[207,] 683.6628713 -220.9704762
[208,] -63.1029436 683.6628713
[209,] 60.6802663 -63.1029436
[210,] -137.3405340 60.6802663
[211,] 171.4483394 -137.3405340
[212,] -355.0936196 171.4483394
[213,] -64.3771740 -355.0936196
[214,] -104.0254986 -64.3771740
[215,] 46.6931004 -104.0254986
[216,] -59.3981869 46.6931004
[217,] 205.7866989 -59.3981869
[218,] -10.6716132 205.7866989
[219,] -116.2779120 -10.6716132
[220,] -9.4889375 -116.2779120
[221,] 70.6656143 -9.4889375
[222,] 6767.4521076 70.6656143
[223,] -108.8313390 6767.4521076
[224,] -141.7704471 -108.8313390
[225,] 22.3513367 -141.7704471
[226,] -35.6885423 22.3513367
[227,] -78.2393927 -35.6885423
[228,] -232.7678780 -78.2393927
[229,] -201.4991051 -232.7678780
[230,] -161.6928367 -201.4991051
[231,] -266.7001736 -161.6928367
[232,] -297.8095957 -266.7001736
[233,] -284.8415634 -297.8095957
[234,] -432.6341558 -284.8415634
[235,] -510.1945408 -432.6341558
[236,] -454.1903484 -510.1945408
[237,] -472.8670228 -454.1903484
[238,] -467.7483836 -472.8670228
[239,] -485.7100768 -467.7483836
[240,] -299.9869851 -485.7100768
[241,] -275.2532390 -299.9869851
[242,] -122.5919140 -275.2532390
[243,] -140.8584947 -122.5919140
[244,] -182.9713693 -140.8584947
[245,] -139.9356827 -182.9713693
[246,] -150.9225812 -139.9356827
[247,] -171.8758150 -150.9225812
[248,] -172.0606374 -171.8758150
[249,] -156.8349382 -172.0606374
[250,] -162.5955630 -156.8349382
[251,] -161.0988299 -162.5955630
[252,] -99.4048616 -161.0988299
[253,] -173.1539571 -99.4048616
[254,] -183.9486963 -173.1539571
[255,] -198.9144544 -183.9486963
[256,] -172.8225926 -198.9144544
[257,] -178.2373066 -172.8225926
[258,] -160.0189443 -178.2373066
[259,] -199.7663560 -160.0189443
[260,] -35.4849551 -199.7663560
[261,] -245.8859931 -35.4849551
[262,] -255.2189620 -245.8859931
[263,] -259.9065912 -255.2189620
[264,] -333.0519579 -259.9065912
[265,] -282.4283652 -333.0519579
[266,] -287.8940112 -282.4283652
[267,] -68.9701514 -287.8940112
[268,] -258.9475663 -68.9701514
[269,] -298.2042353 -258.9475663
[270,] -351.1825044 -298.2042353
[271,] -388.1509600 -351.1825044
[272,] -380.7068295 -388.1509600
[273,] -106.6060586 -380.7068295
[274,] -363.5451667 -106.6060586
[275,] 376.8177850 -363.5451667
[276,] 287.2540863 376.8177850
[277,] -285.1942687 287.2540863
[278,] -183.3578825 -285.1942687
[279,] 43.8505228 -183.3578825
[280,] -275.2155592 43.8505228
[281,] -236.5343370 -275.2155592
[282,] -176.5878920 -236.5343370
[283,] -86.9816943 -176.5878920
[284,] -127.4158489 -86.9816943
[285,] 325.7376285 -127.4158489
[286,] -130.0969896 325.7376285
[287,] 84.2473488 -130.0969896
[288,] 484.3492187 84.2473488
[289,] 512.4103589 484.3492187
[290,] 876.8838180 512.4103589
[291,] 0.5436719 876.8838180
[292,] 278.1578821 0.5436719
[293,] 971.9802269 278.1578821
[294,] 1038.5319730 971.9802269
[295,] 5.7713482 1038.5319730
[296,] -101.4811285 5.7713482
[297,] -145.3373991 -101.4811285
[298,] 207.5482552 -145.3373991
[299,] -242.5628960 207.5482552
[300,] 408.5273935 -242.5628960
[301,] 34.0997312 408.5273935
[302,] 350.5405471 34.0997312
[303,] 1265.0456017 350.5405471
[304,] -101.4372400 1265.0456017
[305,] -179.2095369 -101.4372400
[306,] -156.9292348 -179.2095369
[307,] -227.2910487 -156.9292348
[308,] -143.5734475 -227.2910487
[309,] -72.5650627 -143.5734475
[310,] -155.4499713 -72.5650627
[311,] -51.2365281 -155.4499713
[312,] 148.6651482 -51.2365281
[313,] 111.4971463 148.6651482
[314,] 161.4908072 111.4971463
[315,] -42.4949423 161.4908072
[316,] 81.4755589 -42.4949423
[317,] 23.0963719 81.4755589
[318,] 534.5141293 23.0963719
[319,] 223.1844646 534.5141293
[320,] 560.0757823 223.1844646
[321,] 1477.2359740 560.0757823
[322,] 552.9070434 1477.2359740
[323,] 917.9947128 552.9070434
[324,] 228.8755491 917.9947128
[325,] 857.0088622 228.8755491
[326,] 398.7558110 857.0088622
[327,] 433.1961346 398.7558110
[328,] 2564.1504910 433.1961346
[329,] 1219.7662735 2564.1504910
[330,] 753.5552480 1219.7662735
[331,] 1052.7426641 753.5552480
[332,] 1225.0220195 1052.7426641
[333,] 782.1906470 1225.0220195
[334,] 1344.1738265 782.1906470
[335,] 1175.6629326 1344.1738265
[336,] 508.3931620 1175.6629326
[337,] 175.1594503 508.3931620
[338,] 1280.4828770 175.1594503
[339,] 404.7165888 1280.4828770
[340,] 26.3669590 404.7165888
[341,] 604.9338522 26.3669590
[342,] 317.5917161 604.9338522
[343,] 21.5045201 317.5917161
[344,] -288.9060016 21.5045201
[345,] 33.4993122 -288.9060016
[346,] 849.1380756 33.4993122
[347,] 32.7607424 849.1380756
[348,] -12.5185119 32.7607424
[349,] 78.0378867 -12.5185119
[350,] 109.6651984 78.0378867
[351,] 96.1802100 109.6651984
[352,] 165.5654357 96.1802100
[353,] 111.0027348 165.5654357
[354,] 12.3831644 111.0027348
[355,] 25.6986798 12.3831644
[356,] -49.8981355 25.6986798
[357,] -176.9584661 -49.8981355
[358,] -97.1884588 -176.9584661
[359,] -65.2797461 -97.1884588
[360,] -228.9621851 -65.2797461
[361,] -156.9626027 -228.9621851
[362,] -149.4911892 -156.9626027
[363,] -105.8573437 -149.4911892
[364,] -146.5817073 -105.8573437
[365,] -65.0531209 -146.5817073
[366,] -85.9199997 -65.0531209
[367,] -225.2642370 -85.9199997
[368,] -296.3023415 -225.2642370
[369,] -150.9445293 -296.3023415
[370,] -238.3985025 -150.9445293
[371,] -264.9308080 -238.3985025
[372,] -202.4059405 -264.9308080
[373,] -206.5763821 -202.4059405
[374,] -270.6557197 -206.5763821
[375,] -238.3875213 -270.6557197
[376,] -203.2752212 -238.3875213
[377,] -196.9788327 -203.2752212
[378,] -210.6517881 -196.9788327
[379,] -204.7678073 -210.6517881
[380,] -360.1635620 -204.7678073
[381,] -189.6142982 -360.1635620
[382,] -165.4437263 -189.6142982
[383,] -209.3833077 -165.4437263
[384,] -135.2295563 -209.3833077
[385,] -104.4634834 -135.2295563
[386,] -253.1515859 -104.4634834
[387,] -196.6112973 -253.1515859
[388,] -172.3472913 -196.6112973
[389,] -38.1955855 -172.3472913
[390,] -147.7546684 -38.1955855
[391,] -162.0932423 -147.7546684
[392,] -172.3536436 -162.0932423
[393,] -213.5609501 -172.3536436
[394,] -210.5609501 -213.5609501
[395,] -230.1121217 -210.5609501
[396,] -204.6536074 -230.1121217
[397,] -201.1974421 -204.6536074
[398,] -255.3212715 -201.1974421
[399,] -129.1292134 -255.3212715
[400,] -246.6520644 -129.1292134
[401,] -266.6725028 -246.6520644
[402,] -167.8641170 -266.6725028
[403,] -348.0729957 -167.8641170
[404,] -423.7332728 -348.0729957
[405,] -408.6057244 -423.7332728
[406,] -307.3510745 -408.6057244
[407,] -320.4156854 -307.3510745
[408,] -257.7217172 -320.4156854
[409,] -368.9704749 -257.7217172
[410,] -441.1765738 -368.9704749
[411,] -451.5534044 -441.1765738
[412,] -480.2896649 -451.5534044
[413,] -519.3027664 -480.2896649
[414,] -453.9023029 -519.3027664
[415,] 2148.3311635 -453.9023029
[416,] -196.6326764 2148.3311635
[417,] -162.9634401 -196.6326764
[418,] -169.5153647 -162.9634401
[419,] -75.0077912 -169.5153647
[420,] -147.6256193 -75.0077912
[421,] -134.5601495 -147.6256193
[422,] -194.4955386 -134.5601495
[423,] -185.1091744 -194.4955386
[424,] -94.7621912 -185.1091744
[425,] -104.1007651 -94.7621912
[426,] -33.1674216 -104.1007651
[427,] -82.0020265 -33.1674216
[428,] -95.8366447 -82.0020265
[429,] -159.8366447 -95.8366447
[430,] -50.1027975 -159.8366447
[431,] -63.1389575 -50.1027975
[432,] -56.5568160 -63.1389575
[433,] -53.9981800 -56.5568160
[434,] 74.1063099 -53.9981800
[435,] -131.6636973 74.1063099
[436,] -139.0328377 -131.6636973
[437,] -7.4664178 -139.0328377
[438,] -160.6185970 -7.4664178
[439,] -155.1613054 -160.6185970
[440,] 72.8691911 -155.1613054
[441,] 57.8995865 72.8691911
[442,] -10.4660474 57.8995865
[443,] -44.9127291 -10.4660474
[444,] -126.0780097 -44.9127291
[445,] -142.3987181 -126.0780097
[446,] -214.1934573 -142.3987181
[447,] -79.6218984 -214.1934573
[448,] -41.9795198 -79.6218984
[449,] 102.7077371 -41.9795198
[450,] -417.8230531 102.7077371
[451,] -202.2620257 -417.8230531
[452,] -162.3057249 -202.2620257
[453,] -139.4773154 -162.3057249
[454,] -77.3802635 -139.4773154
[455,] 715.3783157 -77.3802635
[456,] -205.4122311 715.3783157
[457,] -206.4729926 -205.4122311
[458,] -161.1024511 -206.4729926
[459,] -167.8667949 -161.1024511
[460,] 190.0476825 -167.8667949
[461,] -180.7414489 190.0476825
[462,] -3.4732506 -180.7414489
[463,] -265.4144043 -3.4732506
[464,] -228.3346462 -265.4144043
[465,] -204.3235318 -228.3346462
[466,] -222.4851946 -204.3235318
[467,] -208.4526525 -222.4851946
[468,] -191.7796971 -208.4526525
[469,] -305.2114763 -191.7796971
[470,] -260.2855708 -305.2114763
[471,] -297.0398565 -260.2855708
[472,] -296.5836912 -297.0398565
[473,] -117.8210926 -296.5836912
[474,] -397.1039647 -117.8210926
[475,] -258.7943151 -397.1039647
[476,] -321.6651944 -258.7943151
[477,] -291.9045696 -321.6651944
[478,] -268.5964923 -291.9045696
[479,] -313.6898252 -268.5964923
[480,] -415.5433095 -313.6898252
[481,] -232.5374995 -415.5433095
[482,] -360.4876635 -232.5374995
[483,] -257.3680265 -360.4876635
[484,] -258.0488932 -257.3680265
[485,] -250.1968507 -258.0488932
[486,] -305.3922557 -250.1968507
[487,] 2.2993343 -305.3922557
[488,] -205.3547549 2.2993343
[489,] -190.9841123 -205.3547549
[490,] -251.8591839 -190.9841123
[491,] -238.6618213 -251.8591839
[492,] -271.5709969 -238.6618213
[493,] -191.5826273 -271.5709969
[494,] -247.5846729 -191.5826273
[495,] -218.8932851 -247.5846729
[496,] -259.3725089 -218.8932851
[497,] -224.4161069 -259.3725089
[498,] -227.8439225 -224.4161069
[499,] -257.3899332 -227.8439225
[500,] -184.5038056 -257.3899332
[501,] -268.5206261 -184.5038056
[502,] -228.1022942 -268.5206261
[503,] -205.8161529 -228.1022942
[504,] -261.6738295 -205.8161529
[505,] -91.2215269 -261.6738295
[506,] -310.2099976 -91.2215269
[507,] -317.6987050 -310.2099976
[508,] -347.0490954 -317.6987050
[509,] -253.1918921 -347.0490954
[510,] -353.1367648 -253.1918921
[511,] -360.9968490 -353.1367648
[512,] -355.4414851 -360.9968490
[513,] -307.6221151 -355.4414851
[514,] 719.1349797 -307.6221151
[515,] -360.8267136 719.1349797
[516,] -367.3149477 -360.8267136
[517,] -379.3637651 -367.3149477
[518,] -354.1947654 -379.3637651
[519,] -216.9097466 -354.1947654
[520,] -201.0421721 -216.9097466
[521,] -159.0919524 -201.0421721
[522,] -75.6337415 -159.0919524
[523,] -116.3733534 -75.6337415
[524,] -126.4001309 -116.3733534
[525,] -142.1276523 -126.4001309
[526,] -147.0384106 -142.1276523
[527,] -142.4604615 -147.0384106
[528,] -97.7360979 -142.4604615
[529,] -122.7597176 -97.7360979
[530,] -132.7045903 -122.7597176
[531,] -174.6399794 -132.7045903
[532,] -127.5392085 -174.6399794
[533,] -153.6582550 -127.5392085
[534,] -161.0251787 -153.6582550
[535,] -186.0708223 -161.0251787
[536,] -170.7590260 -186.0708223
[537,] -141.3098943 -170.7590260
[538,] -144.0988688 -141.3098943
[539,] -162.7775888 -144.0988688
[540,] -214.4468252 -162.7775888
[541,] -214.1081048 -214.4468252
[542,] -252.6765703 -214.1081048
[543,] -269.5663157 -252.6765703
[544,] -224.1763336 -269.5663157
[545,] -141.8830897 -224.1763336
[546,] -133.1760200 -141.8830897
[547,] -127.0810137 -133.1760200
[548,] -174.5943519 -127.0810137
[549,] -172.3165234 -174.5943519
[550,] -219.0408871 -172.3165234
[551,] -209.7632051 -219.0408871
[552,] -172.0461783 -209.7632051
[553,] -172.3380843 -172.0461783
[554,] -176.2488427 -172.3380843
[555,] -246.2921637 -176.2488427
[556,] -189.4743660 -246.2921637
[557,] -93.8203779 -189.4743660
[558,] -76.2692063 -93.8203779
[559,] -28.4193371 -76.2692063
[560,] -128.6151143 -28.4193371
[561,] 183.5523132 -128.6151143
[562,] -62.4949027 183.5523132
[563,] 62.8157711 -62.4949027
[564,] -36.4829237 62.8157711
[565,] -78.9621475 -36.4829237
[566,] 17.5076938 -78.9621475
[567,] -132.7810441 17.5076938
[568,] -128.7124459 -132.7810441
[569,] -125.3019242 -128.7124459
[570,] -143.0671807 -125.3019242
[571,] -119.8860773 -143.0671807
[572,] -78.5495490 -119.8860773
[573,] 5.6557118 -78.5495490
[574,] 189.4988697 5.6557118
[575,] 244.7272901 189.4988697
[576,] 746.3225331 244.7272901
[577,] -31.5924176 746.3225331
[578,] 178.2565125 -31.5924176
[579,] -384.5390222 178.2565125
[580,] -406.0608973 -384.5390222
[581,] -103.3952788 -406.0608973
[582,] 1.8728184 -103.3952788
[583,] 791.5208615 1.8728184
[584,] -66.1535650 791.5208615
[585,] -367.6060624 -66.1535650
[586,] -290.8087031 -367.6060624
[587,] -292.5451838 -290.8087031
[588,] 800.2989180 -292.5451838
[589,] -206.9309736 800.2989180
[590,] 104.8552432 -206.9309736
[591,] 940.1669385 104.8552432
[592,] 340.0317952 940.1669385
[593,] 181.2612635 340.0317952
[594,] 291.1695586 181.2612635
[595,] 351.0021311 291.1695586
[596,] 6.9775004 351.0021311
[597,] 86.0909495 6.9775004
[598,] 925.4038202 86.0909495
[599,] 17.1529157 925.4038202
[600,] -58.2324139 17.1529157
[601,] 2.4552152 -58.2324139
[602,] -58.4551283 2.4552152
[603,] 70.3411831 -58.4551283
[604,] 72.2876281 70.3411831
[605,] 86.6503594 72.2876281
[606,] 333.8326203 86.6503594
[607,] 400.8210910 333.8326203
[608,] 283.7769214 400.8210910
[609,] 564.5932479 283.7769214
[610,] 302.6505805 564.5932479
[611,] 26.0914975 302.6505805
[612,] 247.5284802 26.0914975
[613,] 131.0383016 247.5284802
[614,] -124.3552512 131.0383016
[615,] -150.9107163 -124.3552512
[616,] -188.9520343 -150.9107163
[617,] -169.7662141 -188.9520343
[618,] -269.1819495 -169.7662141
[619,] -334.7440759 -269.1819495
[620,] -316.2692410 -334.7440759
[621,] -378.2624285 -316.2692410
[622,] -233.5931922 -378.2624285
[623,] -303.4137110 -233.5931922
[624,] -300.9907956 -303.4137110
[625,] -300.9907956 -300.9907956
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 -90.2524708 -215.1122942
2 95.9740740 -90.2524708
3 113.9093034 95.9740740
4 138.2379685 113.9093034
5 77.2438343 138.2379685
6 -24.3604190 77.2438343
7 -72.3192285 -24.3604190
8 -102.7470440 -72.3192285
9 -37.0094778 -102.7470440
10 -69.0610675 -37.0094778
11 -52.4868374 -69.0610675
12 -24.6745086 -52.4868374
13 38.9202611 -24.6745086
14 -19.1862745 38.9202611
15 -21.2871276 -19.1862745
16 -44.8991911 -21.2871276
17 47.5627388 -44.8991911
18 210.7045906 47.5627388
19 273.8489596 210.7045906
20 356.9403480 273.8489596
21 103.3319978 356.9403480
22 157.4800858 103.3319978
23 777.3880643 157.4800858
24 211.1433535 777.3880643
25 300.2840034 211.1433535
26 -136.8644039 300.2840034
27 14.7140185 -136.8644039
28 357.7974956 14.7140185
29 180.7489200 357.7974956
30 341.4559898 180.7489200
31 -127.1003719 341.4559898
32 -266.5999501 -127.1003719
33 -199.2240295 -266.5999501
34 -244.9069418 -199.2240295
35 -398.9983460 -244.9069418
36 -184.5355705 -398.9983460
37 35.5825896 -184.5355705
38 -35.9464702 35.5825896
39 70.3342552 -35.9464702
40 47.0813051 70.3342552
41 20.7941395 47.0813051
42 28.5547643 20.7941395
43 52.2160600 28.5547643
44 63.2517466 52.2160600
45 68.0024144 63.2517466
46 284.3999943 68.0024144
47 47.7784472 284.3999943
48 31.3448670 47.7784472
49 62.4551215 31.3448670
50 76.3025512 62.4551215
51 21.1010093 76.3025512
52 33.5345895 21.1010093
53 38.2017802 33.5345895
54 23.5149892 38.2017802
55 16.6992372 23.5149892
56 -10.0031054 16.6992372
57 27.8352318 -10.0031054
58 -68.4613164 27.8352318
59 -66.6739141 -68.4613164
60 -47.2062195 -66.6739141
61 -12.4876205 -47.2062195
62 20.4687815 -12.4876205
63 15.3806784 20.4687815
64 -22.6156026 15.3806784
65 -49.1457613 -22.6156026
66 -50.2706897 -49.1457613
67 -25.8637141 -50.2706897
68 -71.3161604 -25.8637141
69 -23.6259111 -71.3161604
70 -161.4703072 -23.6259111
71 90.5510779 -161.4703072
72 -81.5323991 90.5510779
73 -95.3929463 -81.5323991
74 188.0132819 -95.3929463
75 125.6647510 188.0132819
76 1212.0941388 125.6647510
77 -114.9488687 1212.0941388
78 138.2207055 -114.9488687
79 -82.0591232 138.2207055
80 -173.2740538 -82.0591232
81 -100.3276088 -173.2740538
82 -114.5711764 -100.3276088
83 -78.3165529 -114.5711764
84 -198.7019912 -78.3165529
85 -39.0080229 -198.7019912
86 -158.3707542 -39.0080229
87 -95.2380156 -158.3707542
88 -172.8143925 -95.2380156
89 262.4648618 -172.8143925
90 184.8260208 262.4648618
91 -143.7129299 184.8260208
92 -5.5475481 -143.7129299
93 -205.7246452 -5.5475481
94 -245.8547637 -205.7246452
95 -121.6904808 -245.8547637
96 -180.0840119 -121.6904808
97 -37.1559597 -180.0840119
98 -168.7041039 -37.1559597
99 -346.1297727 -168.7041039
100 -187.6785475 -346.1297727
101 5617.0651556 -187.6785475
102 103.4758955 5617.0651556
103 73.3683622 103.4758955
104 167.5583747 73.3683622
105 1.2612522 167.5583747
106 20.3064338 1.2612522
107 309.0355520 20.3064338
108 213.0407421 309.0355520
109 -132.7077789 213.0407421
110 -255.5859951 -132.7077789
111 -5.7981705 -255.5859951
112 -129.8218413 -5.7981705
113 4.3146163 -129.8218413
114 124.7788234 4.3146163
115 551.8623004 124.7788234
116 304.0659890 551.8623004
117 414.0033170 304.0659890
118 769.8474188 414.0033170
119 568.3214524 769.8474188
120 31.4700137 568.3214524
121 658.2885569 31.4700137
122 316.8166700 658.2885569
123 641.9081567 316.8166700
124 785.4242161 641.9081567
125 895.4262617 785.4242161
126 -114.1721258 895.4262617
127 307.1759317 -114.1721258
128 356.7716301 307.1759317
129 403.3080344 356.7716301
130 323.6445627 403.3080344
131 -20.5228147 323.6445627
132 -96.7276022 -20.5228147
133 -60.0590319 -96.7276022
134 -112.5556507 -60.0590319
135 -555.7792744 -112.5556507
136 -506.3955814 -555.7792744
137 -374.1035100 -506.3955814
138 -340.1150261 -374.1035100
139 -466.1280264 -340.1150261
140 271.6883001 -466.1280264
141 -417.2920807 271.6883001
142 -362.8931894 -417.2920807
143 -291.7200474 -362.8931894
144 -212.7741769 -291.7200474
145 1205.1201068 -212.7741769
146 -303.8940426 1205.1201068
147 -279.6714879 -303.8940426
148 -214.8999083 -279.6714879
149 -119.8105363 -214.8999083
150 -290.4401837 -119.8105363
151 -308.0847893 -290.4401837
152 -280.1144024 -308.0847893
153 -185.0934906 -280.1144024
154 -186.0927172 -185.0934906
155 -248.0288797 -186.0927172
156 -242.2978702 -248.0288797
157 1699.3998171 -242.2978702
158 -380.3932361 1699.3998171
159 -365.0716321 -380.3932361
160 -334.5765855 -365.0716321
161 -399.7174140 -334.5765855
162 -456.2092660 -399.7174140
163 -371.1610523 -456.2092660
164 -427.0392978 -371.1610523
165 -282.9536239 -427.0392978
166 -544.9587848 -282.9536239
167 -504.7798281 -544.9587848
168 -395.2351364 -504.7798281
169 657.5931426 -395.2351364
170 -102.9519639 657.5931426
171 -70.2388585 -102.9519639
172 -86.1627183 -70.2388585
173 -4.1746520 -86.1627183
174 232.7056098 -4.1746520
175 5271.0381480 232.7056098
176 -133.3628900 5271.0381480
177 -190.7981436 -133.3628900
178 143.0920884 -190.7981436
179 -119.1840213 143.0920884
180 -127.5872060 -119.1840213
181 -176.3256472 -127.5872060
182 749.4843402 -176.3256472
183 -270.9092598 749.4843402
184 -196.2096281 -270.9092598
185 -131.7877718 -196.2096281
186 -66.4391398 -131.7877718
187 -178.4957382 -66.4391398
188 -110.0969481 -178.4957382
189 -92.1329163 -110.0969481
190 -124.6651206 -92.1329163
191 1343.5732436 -124.6651206
192 -81.1626493 1343.5732436
193 -201.0318552 -81.1626493
194 -317.2958612 -201.0318552
195 233.0818972 -317.2958612
196 839.1533206 233.0818972
197 -345.4257275 839.1533206
198 -247.6859823 -345.4257275
199 416.6878049 -247.6859823
200 -102.0533793 416.6878049
201 -308.7373906 -102.0533793
202 -42.9485625 -308.7373906
203 403.5127929 -42.9485625
204 -242.5024553 403.5127929
205 -167.4249681 -242.5024553
206 -220.9704762 -167.4249681
207 683.6628713 -220.9704762
208 -63.1029436 683.6628713
209 60.6802663 -63.1029436
210 -137.3405340 60.6802663
211 171.4483394 -137.3405340
212 -355.0936196 171.4483394
213 -64.3771740 -355.0936196
214 -104.0254986 -64.3771740
215 46.6931004 -104.0254986
216 -59.3981869 46.6931004
217 205.7866989 -59.3981869
218 -10.6716132 205.7866989
219 -116.2779120 -10.6716132
220 -9.4889375 -116.2779120
221 70.6656143 -9.4889375
222 6767.4521076 70.6656143
223 -108.8313390 6767.4521076
224 -141.7704471 -108.8313390
225 22.3513367 -141.7704471
226 -35.6885423 22.3513367
227 -78.2393927 -35.6885423
228 -232.7678780 -78.2393927
229 -201.4991051 -232.7678780
230 -161.6928367 -201.4991051
231 -266.7001736 -161.6928367
232 -297.8095957 -266.7001736
233 -284.8415634 -297.8095957
234 -432.6341558 -284.8415634
235 -510.1945408 -432.6341558
236 -454.1903484 -510.1945408
237 -472.8670228 -454.1903484
238 -467.7483836 -472.8670228
239 -485.7100768 -467.7483836
240 -299.9869851 -485.7100768
241 -275.2532390 -299.9869851
242 -122.5919140 -275.2532390
243 -140.8584947 -122.5919140
244 -182.9713693 -140.8584947
245 -139.9356827 -182.9713693
246 -150.9225812 -139.9356827
247 -171.8758150 -150.9225812
248 -172.0606374 -171.8758150
249 -156.8349382 -172.0606374
250 -162.5955630 -156.8349382
251 -161.0988299 -162.5955630
252 -99.4048616 -161.0988299
253 -173.1539571 -99.4048616
254 -183.9486963 -173.1539571
255 -198.9144544 -183.9486963
256 -172.8225926 -198.9144544
257 -178.2373066 -172.8225926
258 -160.0189443 -178.2373066
259 -199.7663560 -160.0189443
260 -35.4849551 -199.7663560
261 -245.8859931 -35.4849551
262 -255.2189620 -245.8859931
263 -259.9065912 -255.2189620
264 -333.0519579 -259.9065912
265 -282.4283652 -333.0519579
266 -287.8940112 -282.4283652
267 -68.9701514 -287.8940112
268 -258.9475663 -68.9701514
269 -298.2042353 -258.9475663
270 -351.1825044 -298.2042353
271 -388.1509600 -351.1825044
272 -380.7068295 -388.1509600
273 -106.6060586 -380.7068295
274 -363.5451667 -106.6060586
275 376.8177850 -363.5451667
276 287.2540863 376.8177850
277 -285.1942687 287.2540863
278 -183.3578825 -285.1942687
279 43.8505228 -183.3578825
280 -275.2155592 43.8505228
281 -236.5343370 -275.2155592
282 -176.5878920 -236.5343370
283 -86.9816943 -176.5878920
284 -127.4158489 -86.9816943
285 325.7376285 -127.4158489
286 -130.0969896 325.7376285
287 84.2473488 -130.0969896
288 484.3492187 84.2473488
289 512.4103589 484.3492187
290 876.8838180 512.4103589
291 0.5436719 876.8838180
292 278.1578821 0.5436719
293 971.9802269 278.1578821
294 1038.5319730 971.9802269
295 5.7713482 1038.5319730
296 -101.4811285 5.7713482
297 -145.3373991 -101.4811285
298 207.5482552 -145.3373991
299 -242.5628960 207.5482552
300 408.5273935 -242.5628960
301 34.0997312 408.5273935
302 350.5405471 34.0997312
303 1265.0456017 350.5405471
304 -101.4372400 1265.0456017
305 -179.2095369 -101.4372400
306 -156.9292348 -179.2095369
307 -227.2910487 -156.9292348
308 -143.5734475 -227.2910487
309 -72.5650627 -143.5734475
310 -155.4499713 -72.5650627
311 -51.2365281 -155.4499713
312 148.6651482 -51.2365281
313 111.4971463 148.6651482
314 161.4908072 111.4971463
315 -42.4949423 161.4908072
316 81.4755589 -42.4949423
317 23.0963719 81.4755589
318 534.5141293 23.0963719
319 223.1844646 534.5141293
320 560.0757823 223.1844646
321 1477.2359740 560.0757823
322 552.9070434 1477.2359740
323 917.9947128 552.9070434
324 228.8755491 917.9947128
325 857.0088622 228.8755491
326 398.7558110 857.0088622
327 433.1961346 398.7558110
328 2564.1504910 433.1961346
329 1219.7662735 2564.1504910
330 753.5552480 1219.7662735
331 1052.7426641 753.5552480
332 1225.0220195 1052.7426641
333 782.1906470 1225.0220195
334 1344.1738265 782.1906470
335 1175.6629326 1344.1738265
336 508.3931620 1175.6629326
337 175.1594503 508.3931620
338 1280.4828770 175.1594503
339 404.7165888 1280.4828770
340 26.3669590 404.7165888
341 604.9338522 26.3669590
342 317.5917161 604.9338522
343 21.5045201 317.5917161
344 -288.9060016 21.5045201
345 33.4993122 -288.9060016
346 849.1380756 33.4993122
347 32.7607424 849.1380756
348 -12.5185119 32.7607424
349 78.0378867 -12.5185119
350 109.6651984 78.0378867
351 96.1802100 109.6651984
352 165.5654357 96.1802100
353 111.0027348 165.5654357
354 12.3831644 111.0027348
355 25.6986798 12.3831644
356 -49.8981355 25.6986798
357 -176.9584661 -49.8981355
358 -97.1884588 -176.9584661
359 -65.2797461 -97.1884588
360 -228.9621851 -65.2797461
361 -156.9626027 -228.9621851
362 -149.4911892 -156.9626027
363 -105.8573437 -149.4911892
364 -146.5817073 -105.8573437
365 -65.0531209 -146.5817073
366 -85.9199997 -65.0531209
367 -225.2642370 -85.9199997
368 -296.3023415 -225.2642370
369 -150.9445293 -296.3023415
370 -238.3985025 -150.9445293
371 -264.9308080 -238.3985025
372 -202.4059405 -264.9308080
373 -206.5763821 -202.4059405
374 -270.6557197 -206.5763821
375 -238.3875213 -270.6557197
376 -203.2752212 -238.3875213
377 -196.9788327 -203.2752212
378 -210.6517881 -196.9788327
379 -204.7678073 -210.6517881
380 -360.1635620 -204.7678073
381 -189.6142982 -360.1635620
382 -165.4437263 -189.6142982
383 -209.3833077 -165.4437263
384 -135.2295563 -209.3833077
385 -104.4634834 -135.2295563
386 -253.1515859 -104.4634834
387 -196.6112973 -253.1515859
388 -172.3472913 -196.6112973
389 -38.1955855 -172.3472913
390 -147.7546684 -38.1955855
391 -162.0932423 -147.7546684
392 -172.3536436 -162.0932423
393 -213.5609501 -172.3536436
394 -210.5609501 -213.5609501
395 -230.1121217 -210.5609501
396 -204.6536074 -230.1121217
397 -201.1974421 -204.6536074
398 -255.3212715 -201.1974421
399 -129.1292134 -255.3212715
400 -246.6520644 -129.1292134
401 -266.6725028 -246.6520644
402 -167.8641170 -266.6725028
403 -348.0729957 -167.8641170
404 -423.7332728 -348.0729957
405 -408.6057244 -423.7332728
406 -307.3510745 -408.6057244
407 -320.4156854 -307.3510745
408 -257.7217172 -320.4156854
409 -368.9704749 -257.7217172
410 -441.1765738 -368.9704749
411 -451.5534044 -441.1765738
412 -480.2896649 -451.5534044
413 -519.3027664 -480.2896649
414 -453.9023029 -519.3027664
415 2148.3311635 -453.9023029
416 -196.6326764 2148.3311635
417 -162.9634401 -196.6326764
418 -169.5153647 -162.9634401
419 -75.0077912 -169.5153647
420 -147.6256193 -75.0077912
421 -134.5601495 -147.6256193
422 -194.4955386 -134.5601495
423 -185.1091744 -194.4955386
424 -94.7621912 -185.1091744
425 -104.1007651 -94.7621912
426 -33.1674216 -104.1007651
427 -82.0020265 -33.1674216
428 -95.8366447 -82.0020265
429 -159.8366447 -95.8366447
430 -50.1027975 -159.8366447
431 -63.1389575 -50.1027975
432 -56.5568160 -63.1389575
433 -53.9981800 -56.5568160
434 74.1063099 -53.9981800
435 -131.6636973 74.1063099
436 -139.0328377 -131.6636973
437 -7.4664178 -139.0328377
438 -160.6185970 -7.4664178
439 -155.1613054 -160.6185970
440 72.8691911 -155.1613054
441 57.8995865 72.8691911
442 -10.4660474 57.8995865
443 -44.9127291 -10.4660474
444 -126.0780097 -44.9127291
445 -142.3987181 -126.0780097
446 -214.1934573 -142.3987181
447 -79.6218984 -214.1934573
448 -41.9795198 -79.6218984
449 102.7077371 -41.9795198
450 -417.8230531 102.7077371
451 -202.2620257 -417.8230531
452 -162.3057249 -202.2620257
453 -139.4773154 -162.3057249
454 -77.3802635 -139.4773154
455 715.3783157 -77.3802635
456 -205.4122311 715.3783157
457 -206.4729926 -205.4122311
458 -161.1024511 -206.4729926
459 -167.8667949 -161.1024511
460 190.0476825 -167.8667949
461 -180.7414489 190.0476825
462 -3.4732506 -180.7414489
463 -265.4144043 -3.4732506
464 -228.3346462 -265.4144043
465 -204.3235318 -228.3346462
466 -222.4851946 -204.3235318
467 -208.4526525 -222.4851946
468 -191.7796971 -208.4526525
469 -305.2114763 -191.7796971
470 -260.2855708 -305.2114763
471 -297.0398565 -260.2855708
472 -296.5836912 -297.0398565
473 -117.8210926 -296.5836912
474 -397.1039647 -117.8210926
475 -258.7943151 -397.1039647
476 -321.6651944 -258.7943151
477 -291.9045696 -321.6651944
478 -268.5964923 -291.9045696
479 -313.6898252 -268.5964923
480 -415.5433095 -313.6898252
481 -232.5374995 -415.5433095
482 -360.4876635 -232.5374995
483 -257.3680265 -360.4876635
484 -258.0488932 -257.3680265
485 -250.1968507 -258.0488932
486 -305.3922557 -250.1968507
487 2.2993343 -305.3922557
488 -205.3547549 2.2993343
489 -190.9841123 -205.3547549
490 -251.8591839 -190.9841123
491 -238.6618213 -251.8591839
492 -271.5709969 -238.6618213
493 -191.5826273 -271.5709969
494 -247.5846729 -191.5826273
495 -218.8932851 -247.5846729
496 -259.3725089 -218.8932851
497 -224.4161069 -259.3725089
498 -227.8439225 -224.4161069
499 -257.3899332 -227.8439225
500 -184.5038056 -257.3899332
501 -268.5206261 -184.5038056
502 -228.1022942 -268.5206261
503 -205.8161529 -228.1022942
504 -261.6738295 -205.8161529
505 -91.2215269 -261.6738295
506 -310.2099976 -91.2215269
507 -317.6987050 -310.2099976
508 -347.0490954 -317.6987050
509 -253.1918921 -347.0490954
510 -353.1367648 -253.1918921
511 -360.9968490 -353.1367648
512 -355.4414851 -360.9968490
513 -307.6221151 -355.4414851
514 719.1349797 -307.6221151
515 -360.8267136 719.1349797
516 -367.3149477 -360.8267136
517 -379.3637651 -367.3149477
518 -354.1947654 -379.3637651
519 -216.9097466 -354.1947654
520 -201.0421721 -216.9097466
521 -159.0919524 -201.0421721
522 -75.6337415 -159.0919524
523 -116.3733534 -75.6337415
524 -126.4001309 -116.3733534
525 -142.1276523 -126.4001309
526 -147.0384106 -142.1276523
527 -142.4604615 -147.0384106
528 -97.7360979 -142.4604615
529 -122.7597176 -97.7360979
530 -132.7045903 -122.7597176
531 -174.6399794 -132.7045903
532 -127.5392085 -174.6399794
533 -153.6582550 -127.5392085
534 -161.0251787 -153.6582550
535 -186.0708223 -161.0251787
536 -170.7590260 -186.0708223
537 -141.3098943 -170.7590260
538 -144.0988688 -141.3098943
539 -162.7775888 -144.0988688
540 -214.4468252 -162.7775888
541 -214.1081048 -214.4468252
542 -252.6765703 -214.1081048
543 -269.5663157 -252.6765703
544 -224.1763336 -269.5663157
545 -141.8830897 -224.1763336
546 -133.1760200 -141.8830897
547 -127.0810137 -133.1760200
548 -174.5943519 -127.0810137
549 -172.3165234 -174.5943519
550 -219.0408871 -172.3165234
551 -209.7632051 -219.0408871
552 -172.0461783 -209.7632051
553 -172.3380843 -172.0461783
554 -176.2488427 -172.3380843
555 -246.2921637 -176.2488427
556 -189.4743660 -246.2921637
557 -93.8203779 -189.4743660
558 -76.2692063 -93.8203779
559 -28.4193371 -76.2692063
560 -128.6151143 -28.4193371
561 183.5523132 -128.6151143
562 -62.4949027 183.5523132
563 62.8157711 -62.4949027
564 -36.4829237 62.8157711
565 -78.9621475 -36.4829237
566 17.5076938 -78.9621475
567 -132.7810441 17.5076938
568 -128.7124459 -132.7810441
569 -125.3019242 -128.7124459
570 -143.0671807 -125.3019242
571 -119.8860773 -143.0671807
572 -78.5495490 -119.8860773
573 5.6557118 -78.5495490
574 189.4988697 5.6557118
575 244.7272901 189.4988697
576 746.3225331 244.7272901
577 -31.5924176 746.3225331
578 178.2565125 -31.5924176
579 -384.5390222 178.2565125
580 -406.0608973 -384.5390222
581 -103.3952788 -406.0608973
582 1.8728184 -103.3952788
583 791.5208615 1.8728184
584 -66.1535650 791.5208615
585 -367.6060624 -66.1535650
586 -290.8087031 -367.6060624
587 -292.5451838 -290.8087031
588 800.2989180 -292.5451838
589 -206.9309736 800.2989180
590 104.8552432 -206.9309736
591 940.1669385 104.8552432
592 340.0317952 940.1669385
593 181.2612635 340.0317952
594 291.1695586 181.2612635
595 351.0021311 291.1695586
596 6.9775004 351.0021311
597 86.0909495 6.9775004
598 925.4038202 86.0909495
599 17.1529157 925.4038202
600 -58.2324139 17.1529157
601 2.4552152 -58.2324139
602 -58.4551283 2.4552152
603 70.3411831 -58.4551283
604 72.2876281 70.3411831
605 86.6503594 72.2876281
606 333.8326203 86.6503594
607 400.8210910 333.8326203
608 283.7769214 400.8210910
609 564.5932479 283.7769214
610 302.6505805 564.5932479
611 26.0914975 302.6505805
612 247.5284802 26.0914975
613 131.0383016 247.5284802
614 -124.3552512 131.0383016
615 -150.9107163 -124.3552512
616 -188.9520343 -150.9107163
617 -169.7662141 -188.9520343
618 -269.1819495 -169.7662141
619 -334.7440759 -269.1819495
620 -316.2692410 -334.7440759
621 -378.2624285 -316.2692410
622 -233.5931922 -378.2624285
623 -303.4137110 -233.5931922
624 -300.9907956 -303.4137110
625 -300.9907956 -300.9907956
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/7w3861355676457.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/8jrpu1355676457.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/wessaorg/rcomp/tmp/9v9wr1355676457.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/wessaorg/rcomp/tmp/10879p1355676457.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/wessaorg/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/117tka1355676457.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,mysum$coefficients[i,1])
+ a<-table.element(a, round(mysum$coefficients[i,2],6))
+ a<-table.element(a, round(mysum$coefficients[i,3],4))
+ a<-table.element(a, round(mysum$coefficients[i,4],6))
+ a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/12h9jf1355676457.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, sqrt(mysum$r.squared))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, mysum$r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, mysum$adj.r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[1])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[2])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[3])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, mysum$sigma)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, sum(myerror*myerror))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/13pfxm1355676457.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,x[i])
+ a<-table.element(a,x[i]-mysum$resid[i])
+ a<-table.element(a,mysum$resid[i])
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/14h58t1355676457.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,gqarr[mypoint-kp3+1,1])
+ a<-table.element(a,gqarr[mypoint-kp3+1,2])
+ a<-table.element(a,gqarr[mypoint-kp3+1,3])
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/wessaorg/rcomp/tmp/15rd051355676457.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant1)
+ a<-table.element(a,numsignificant1/numgqtests)
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant5)
+ a<-table.element(a,numsignificant5/numgqtests)
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant10)
+ a<-table.element(a,numsignificant10/numgqtests)
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/wessaorg/rcomp/tmp/162jph1355676457.tab")
+ }
>
> try(system("convert tmp/1qnae1355676457.ps tmp/1qnae1355676457.png",intern=TRUE))
character(0)
> try(system("convert tmp/28f0c1355676457.ps tmp/28f0c1355676457.png",intern=TRUE))
character(0)
> try(system("convert tmp/35j9i1355676457.ps tmp/35j9i1355676457.png",intern=TRUE))
character(0)
> try(system("convert tmp/44fq61355676457.ps tmp/44fq61355676457.png",intern=TRUE))
character(0)
> try(system("convert tmp/5n3y21355676457.ps tmp/5n3y21355676457.png",intern=TRUE))
character(0)
> try(system("convert tmp/671kd1355676457.ps tmp/671kd1355676457.png",intern=TRUE))
character(0)
> try(system("convert tmp/7w3861355676457.ps tmp/7w3861355676457.png",intern=TRUE))
character(0)
> try(system("convert tmp/8jrpu1355676457.ps tmp/8jrpu1355676457.png",intern=TRUE))
character(0)
> try(system("convert tmp/9v9wr1355676457.ps tmp/9v9wr1355676457.png",intern=TRUE))
character(0)
> try(system("convert tmp/10879p1355676457.ps tmp/10879p1355676457.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
30.079 1.930 32.568