R version 2.12.0 (2010-10-15)
Copyright (C) 2010 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i486-pc-linux-gnu (32-bit)
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Type 'license()' or 'licence()' for distribution details.
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Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
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+ ,1
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+ ,0
+ ,0
+ ,3
+ ,1
+ ,0
+ ,0)
+ ,dim=c(6
+ ,1309)
+ ,dimnames=list(c('age'
+ ,'survived'
+ ,'pclass'
+ ,'sex'
+ ,'sibsp'
+ ,'parch
')
+ ,1:1309))
> y <- array(NA,dim=c(6,1309),dimnames=list(c('age','survived','pclass','sex','sibsp','parch
'),1:1309))
> 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 = '2'
> #'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
> 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
survived age pclass sex sibsp parch\r
1 1 30 1 2 0 0
2 1 5 1 1 1 2
3 0 5 1 2 1 2
4 0 30 1 1 1 2
5 0 25 1 2 1 2
6 1 50 1 1 0 0
7 1 65 1 2 1 0
8 0 40 1 1 0 0
9 1 55 1 2 2 0
10 0 75 1 1 0 0
11 0 50 1 1 1 0
12 1 20 1 2 1 0
13 1 25 1 2 0 0
14 1 30 1 2 0 0
15 1 80 1 1 0 0
16 1 0 1 0 0 25
17 1 0 1 0 1 50
18 1 1 2 0 1 35
19 1 1 2 0 0 40
20 1 0 1 0 0 40
21 1 1 1 1 1 50
22 1 1 2 1 1 30
23 1 1 1 0 0 45
24 1 1 2 0 0 30
25 1 1 2 0 0 25
26 1 0 1 0 0 25
27 1 1 1 1 0 20
28 1 1 2 1 0 35
29 1 1 2 0 0 30
30 1 1 1 0 0 45
31 1 0 1 0 0 40
32 1 1 1 0 0 30
33 1 1 2 0 0 60
34 1 1 2 0 0 45
35 1 0 1 0 0 45
36 1 1 2 0 0 25
37 1 1 2 0 1 1
38 1 1 0 0 45 0
39 1 1 0 0 50 0
40 1 1 0 0 0 1
41 0 1 0 45 1 1
42 0 2 0 60 1 1
43 2 2 0 60 1 1
44 0 2 0 45 1 1
45 0 2 0 45 0 1
46 0 1 0 0 1 1
47 0 0 45 1 1 1
48 0 0 55 1 1 2
49 0 0 40 1 1 1
50 1 0 60 1 1 2
51 1 0 35 0 1 1
52 0 0 30 0 1 1
53 0 0 20 0 1 1
54 0 0 15 1 1 1
55 2 1 15 1 1 2
56 2 1 40 1 1 1
57 2 1 40 1 1 2
58 2 1 50 0 1 1
59 0 0 1 1 2 0
60 40 0 0 1 1 1
61 80 0 1 1 2 1
62 50 0 0 1 1 1
63 50 0 1 1 2 1
64 30 0 1 1 1 1
65 35 0 1 1 2 1
66 40 0 1 1 2 0
67 30 0 1 1 2 0
68 45 0 1 1 1 0
69 1 0 1 2 0 1
70 1 0 1 0 0 30
71 1 0 1 1 0 30
72 1 1 2 1 0 25
73 1 1 2 0 0 0
74 1 1 0 0 50 0
75 1 1 0 0 40 1
76 2 1 1 1 40 0
77 1 1 1 1 65 1
78 2 1 0 2 55 1
79 2 1 2 0 0 1
80 0 1 0 70 0 1
81 1 1 1 40 1 1
82 0 2 2 65 1 1
83 1 2 1 40 0 1
84 1 1 0 40 1 1
85 1 2 0 55 1 1
86 0 1 0 30 1 1
87 0 1 0 35 1 1
88 0 2 0 35 0 1
89 1 1 0 30 1 1
90 1 2 2 35 1 1
91 1 1 0 20 1 1
92 1 2 0 55 1 1
93 1 1 1 5 1 1
94 0 1 2 55 1 1
95 1 2 1 50 0 1
96 1 1 0 30 1 1
97 1 2 1 50 1 1
98 1 2 0 50 1 1
99 1 2 0 50 1 1
100 1 1 0 40 0 1
101 0 1 0 25 1 1
102 0 2 1 40 1 1
103 0 2 0 55 1 1
104 1 2 0 40 0 1
105 0 2 0 0 1 1
106 0 0 1 1 2 0
107 1 0 1 2 0 0
108 1 40 1 1 0 0
109 0 30 1 1 0 0
110 1 25 1 2 3 2
111 1 30 1 2 3 2
112 1 25 1 2 3 2
113 0 20 1 1 3 2
114 0 65 1 1 1 4
115 1 60 1 2 1 4
116 1 30 1 2 0 0
117 0 0 1 1 0 0
118 1 50 1 1 2 0
119 1 45 1 1 1 0
120 1 1 2 1 0 25
121 1 1 2 0 2 60
122 1 1 1 1 1 50
123 1 1 2 1 1 0
124 1 1 0 0 40 0
125 1 1 1 0 35 1
126 2 1 1 0 50 0
127 1 1 0 0 35 1
128 2 1 0 0 25 1
129 2 1 0 1 45 1
130 2 1 0 1 25 0
131 1 1 0 0 50 1
132 1 1 1 0 1 1
133 1 2 0 75 0 1
134 0 1 0 55 1 1
135 0 1 0 20 1 1
136 0 2 0 40 0 1
137 0 1 1 60 1 1
138 0 2 1 25 1 1
139 0 1 1 45 1 1
140 0 2 1 50 0 1
141 0 1 0 25 1 1
142 1 1 0 25 1 1
143 1 2 0 50 1 1
144 1 1 0 50 1 1
145 1 2 0 0 1 1
146 0 0 45 0 1 1
147 0 1 35 1 1 2
148 0 1 40 0 1 1
149 0 0 30 1 1 1
150 0 0 1 1 1 0
151 25 0 1 1 2 0
152 55 0 0 1 1 1
153 55 1 1 1 2 1
154 45 1 0 1 1 0
155 0 0 1 1 0 0
156 0 55 1 1 0 0
157 1 20 1 2 0 1
158 1 45 1 2 0 1
159 1 55 1 2 1 0
160 0 45 1 1 1 0
161 1 35 1 2 1 0
162 1 35 1 1 0 0
163 1 40 1 1 1 0
164 1 0 1 0 0 35
165 1 1 2 1 0 40
166 1 1 2 0 0 50
167 1 0 2 0 0 50
168 1 1 1 0 0 50
169 1 0 1 0 0 50
170 1 0 1 0 0 35
171 1 0 1 0 0 60
172 1 0 1 0 0 45
173 1 0 1 1 0 1
174 2 1 1 0 45 1
175 1 1 1 0 45 1
176 2 1 1 0 0 1
177 0 1 0 40 1 1
178 0 2 0 50 1 1
179 0 2 0 30 1 1
180 0 2 0 35 1 1
181 0 1 0 0 1 1
182 0 0 45 0 1 1
183 0 0 55 1 1 2
184 0 0 20 1 1 2
185 1 0 55 1 1 2
186 1 0 30 0 1 1
187 0 0 25 1 1 2
188 0 0 30 0 1 1
189 0 0 60 1 1 2
190 0 0 15 1 1 2
191 1 0 30 0 1 1
192 0 0 20 1 1 2
193 0 0 1 1 1 0
194 20 0 0 1 1 1
195 20 0 1 1 2 1
196 25 0 1 1 2 0
197 50 0 0 1 1 0
198 55 0 0 1 1 0
199 40 0 1 1 1 0
200 30 0 0 1 1 1
201 1 0 1 2 1 0
202 0 65 1 1 0 0
203 0 45 1 1 2 0
204 1 35 1 2 1 0
205 1 40 1 2 1 0
206 1 30 1 1 1 0
207 0 55 1 1 0 0
208 0 50 1 1 0 0
209 0 40 1 1 0 1
210 1 35 1 2 1 0
211 1 25 1 2 1 0
212 0 60 1 1 0 2
213 1 20 1 2 0 2
214 0 65 1 1 0 0
215 1 40 1 2 0 0
216 1 1 1 0 0 25
217 1 1 2 0 1 65
218 1 0 1 0 1 30
219 1 0 1 0 0 0
220 1 1 0 0 50 0
221 1 1 0 0 25 0
222 1 1 0 0 30 0
223 1 1 1 0 25 1
224 2 1 1 0 20 0
225 1 1 1 0 20 1
226 2 1 1 0 30 1
227 2 1 0 0 55 1
228 1 1 0 0 50 0
229 1 1 0 0 60 1
230 2 1 0 1 40 0
231 1 1 0 0 1 1
232 0 1 0 25 0 1
233 0 1 0 0 1 1
234 0 0 45 1 1 2
235 1 0 35 0 1 1
236 0 0 45 1 1 1
237 0 0 0 1 1 0
238 35 0 1 1 2 0
239 50 0 0 1 1 0
240 40 0 0 1 1 0
241 35 0 1 1 2 0
242 55 0 0 1 1 1
243 55 0 1 1 2 1
244 35 0 0 1 1 0
245 15 0 1 1 1 2
246 20 2 1 1 2 2
247 25 2 1 1 2 2
248 65 2 0 1 1 1
249 50 3 1 1 2 1
250 1 3 1 1 0 0
251 1 25 1 2 0 0
252 1 1 1 0 0 35
253 1 1 2 1 0 30
254 1 1 2 0 0 35
255 1 1 1 0 0 40
256 1 1 2 0 0 35
257 1 1 1 0 0 50
258 1 0 1 1 0 40
259 1 1 2 1 0 60
260 1 1 1 0 0 30
261 1 1 1 0 0 60
262 1 0 1 0 0 60
263 1 0 1 0 0 25
264 1 0 1 1 0 0
265 1 1 0 0 20 1
266 2 1 1 0 25 1
267 1 1 1 0 25 1
268 2 1 1 0 10 1
269 1 1 0 2 45 1
270 1 1 1 1 40 1
271 2 1 1 1 60 0
272 1 1 1 0 1 1
273 1 2 0 35 1 1
274 0 1 0 65 0 1
275 0 1 0 55 1 1
276 1 1 0 45 1 1
277 1 2 0 55 1 1
278 1 2 0 0 1 1
279 0 0 65 1 1 2
280 0 0 70 0 1 1
281 0 1 65 0 1 2
282 0 1 65 0 1 1
283 0 0 50 1 1 2
284 0 0 20 1 1 2
285 2 0 55 0 1 1
286 1 1 40 1 1 2
287 1 1 50 1 1 1
288 0 1 1 1 2 1
289 50 0 0 1 1 1
290 20 1 1 1 1 0
291 40 2 1 1 2 1
292 1 1 1 2 0 0
293 1 35 1 1 0 0
294 0 40 1 1 0 0
295 0 65 1 1 0 0
296 0 50 1 1 0 0
297 1 35 1 2 0 0
298 0 65 1 1 1 0
299 1 60 1 2 1 0
300 0 60 1 1 0 0
301 0 55 1 1 0 1
302 0 25 1 1 0 1
303 1 55 1 2 0 0
304 1 35 1 2 0 2
305 0 60 1 1 1 1
306 1 45 1 2 1 1
307 0 50 1 1 1 1
308 0 30 1 1 0 2
309 1 50 1 2 1 1
310 1 25 1 2 0 0
311 0 55 1 1 0 1
312 1 25 1 1 0 1
313 1 0 1 0 0 35
314 1 1 2 0 0 1
315 1 1 0 0 65 0
316 1 1 0 0 40 1
317 2 1 0 0 30 0
318 1 2 1 0 30 1
319 2 2 1 0 30 0
320 1 2 0 0 20 0
321 1 2 0 0 25 0
322 1 2 0 0 35 0
323 1 2 1 0 40 1
324 2 2 1 0 60 0
325 1 2 0 0 20 0
326 1 2 0 0 25 0
327 1 2 0 0 40 1
328 2 2 0 0 30 0
329 1 2 0 0 55 0
330 1 2 0 0 35 1
331 1 2 1 0 20 1
332 2 2 1 0 30 0
333 1 2 0 0 5 1
334 1 2 2 1 5 1
335 2 2 2 1 15 1
336 2 2 2 1 40 1
337 2 2 0 3 35 1
338 1 2 0 0 20 1
339 2 2 0 0 25 0
340 1 2 0 0 30 0
341 1 2 0 0 45 0
342 1 2 0 0 30 0
343 1 2 0 0 25 1
344 2 2 0 0 15 1
345 2 2 0 2 60 0
346 1 2 1 1 40 1
347 2 2 1 1 20 1
348 2 2 1 0 25 0
349 1 2 1 0 40 1
350 2 2 0 0 25 0
351 1 2 0 0 45 0
352 1 2 0 0 45 1
353 2 2 0 0 5 1
354 1 2 0 2 30 1
355 1 2 1 1 25 1
356 2 2 1 1 35 1
357 2 2 0 0 0 2
358 0 1 0 20 0 2
359 0 1 0 45 0 2
360 1 2 0 55 0 2
361 1 1 0 55 0 2
362 0 1 0 40 0 2
363 1 1 0 30 0 2
364 1 2 0 25 1 2
365 1 2 1 45 1 2
366 0 2 2 30 0 2
367 1 1 0 30 1 2
368 1 2 0 30 0 2
369 0 1 0 30 0 2
370 0 1 0 25 1 2
371 0 1 0 10 1 2
372 0 2 2 35 0 2
373 1 1 1 35 1 2
374 1 2 1 25 1 2
375 0 2 0 30 0 2
376 0 2 0 0 2 2
377 0 0 25 0 2 1
378 0 0 0 2 1 0
379 10 0 1 2 1 1
380 20 1 0 2 1 0
381 50 0 1 2 2 0
382 30 2 1 2 2 0
383 35 0 0 2 1 0
384 20 0 0 2 1 0
385 30 0 0 2 1 1
386 25 0 1 2 2 1
387 25 0 0 2 1 0
388 20 0 0 2 1 0
389 20 0 1 2 2 0
390 35 1 1 2 2 0
391 55 1 0 2 1 0
392 10 0 1 2 1 0
393 45 2 0 2 1 1
394 35 1 1 2 2 1
395 30 1 1 2 2 1
396 30 0 1 2 2 1
397 25 0 0 2 1 0
398 25 0 0 2 1 0
399 20 0 0 2 1 0
400 40 0 0 2 1 1
401 30 0 1 2 2 1
402 20 0 0 2 1 0
403 40 0 0 2 1 0
404 0 0 2 1 0 0
405 0 40 2 2 0 0
406 0 35 2 1 0 0
407 0 40 2 1 1 0
408 0 35 2 1 1 0
409 1 35 2 2 0 0
410 0 20 2 1 0 0
411 0 30 2 1 0 0
412 0 50 2 1 0 0
413 0 25 2 1 1 0
414 0 25 2 1 1 0
415 0 25 2 1 0 0
416 0 25 2 1 0 0
417 0 35 2 1 0 0
418 0 30 2 1 0 0
419 0 55 2 1 0 0
420 0 30 2 1 0 0
421 1 5 2 1 1 1
422 1 25 2 2 0 2
423 0 45 2 1 0 0
424 1 10 2 2 0 1
425 0 30 2 1 0 1
426 1 65 2 1 0 0
427 0 30 2 1 0 0
428 1 10 2 2 0 2
429 0 45 2 1 1 1
430 1 45 2 2 1 1
431 1 25 2 2 1 2
432 1 25 2 2 1 2
433 0 50 2 1 1 2
434 1 50 2 2 1 2
435 1 55 2 2 0 0
436 0 25 2 1 2 0
437 0 35 2 1 2 0
438 0 25 2 1 2 0
439 0 20 2 2 1 1
440 1 20 2 2 2 1
441 0 25 2 1 2 1
442 0 40 2 1 0 0
443 1 55 2 2 1 3
444 0 50 2 1 0 0
445 0 45 2 1 1 0
446 1 30 2 2 1 0
447 0 25 2 1 0 0
448 1 45 2 1 0 0
449 0 65 2 1 1 0
450 0 60 2 2 1 0
451 0 35 2 1 0 0
452 1 20 2 2 0 0
453 0 45 2 1 1 0
454 1 25 2 2 2 1
455 0 50 2 1 0 0
456 0 25 2 1 2 0
457 0 25 2 1 2 0
458 0 35 2 1 0 0
459 1 25 2 2 0 0
460 0 35 2 1 1 0
461 1 25 2 2 1 0
462 0 25 2 2 0 0
463 2 1 2 0 0 35
464 2 0 1 0 0 45
465 2 1 2 0 0 60
466 2 0 1 0 0 0
467 1 2 0 0 35 0
468 1 2 0 0 30 0
469 2 2 1 1 30 0
470 1 2 1 1 0 2
471 0 1 0 5 1 2
472 1 2 2 5 1 2
473 1 2 2 25 0 2
474 1 1 2 25 1 2
475 1 2 2 20 1 2
476 0 2 0 1 2 2
477 0 0 35 1 2 2
478 0 0 40 0 2 1
479 0 0 25 0 2 1
480 0 0 65 0 2 1
481 0 0 50 0 2 1
482 0 1 45 1 2 2
483 0 1 60 0 2 2
484 0 0 0 2 1 0
485 5 0 1 2 1 0
486 35 2 0 2 1 1
487 25 1 1 2 2 1
488 0 1 2 1 0 0
489 0 30 2 1 0 0
490 0 40 2 1 0 0
491 0 35 2 1 0 0
492 0 30 2 1 0 0
493 0 50 2 1 0 0
494 1 15 2 2 0 1
495 1 45 2 2 0 1
496 1 20 2 1 0 0
497 0 40 2 1 0 0
498 0 50 2 1 0 0
499 0 70 2 1 0 0
500 0 30 2 1 0 0
501 0 55 2 1 0 0
502 0 40 2 1 0 0
503 0 20 2 1 0 0
504 0 65 2 1 0 0
505 0 35 2 1 1 0
506 1 15 2 2 1 0
507 1 5 2 1 1 1
508 1 5 2 1 1 1
509 0 40 2 1 0 2
510 0 30 2 1 0 0
511 0 20 2 1 1 1
512 0 30 2 1 0 0
513 1 20 2 1 0 0
514 1 30 2 2 0 0
515 0 40 2 1 0 0
516 1 25 2 1 0 0
517 2 1 1 0 0 25
518 2 0 1 0 0 30
519 2 1 1 0 0 30
520 2 0 1 0 0 0
521 1 2 0 0 50 1
522 2 2 0 1 20 0
523 1 2 0 0 0 2
524 0 1 0 45 0 2
525 0 1 0 25 1 2
526 0 2 1 20 1 2
527 0 2 0 45 0 2
528 0 1 1 35 1 2
529 0 2 0 35 0 2
530 0 1 0 30 1 2
531 0 1 0 30 0 2
532 0 1 0 5 1 2
533 1 2 1 10 1 2
534 1 2 1 35 1 2
535 0 2 2 40 0 2
536 0 1 0 35 0 2
537 1 1 0 30 1 2
538 3 2 0 30 1 2
539 0 2 0 25 0 2
540 0 1 0 5 1 2
541 1 1 1 5 1 2
542 1 1 1 25 1 2
543 2 2 3 50 1 2
544 0 2 0 20 0 2
545 0 1 0 25 1 2
546 0 2 0 30 0 2
547 0 1 0 25 0 2
548 0 1 0 30 0 2
549 0 1 0 25 1 2
550 0 2 1 20 1 2
551 0 2 2 20 1 2
552 0 2 0 30 1 2
553 0 2 0 60 0 2
554 0 1 0 30 1 2
555 0 2 0 35 0 2
556 0 1 0 40 1 2
557 0 2 0 25 0 2
558 0 1 0 45 0 2
559 0 1 0 25 0 2
560 0 1 0 20 0 2
561 0 1 0 15 0 2
562 0 1 0 50 1 2
563 0 2 0 25 0 2
564 0 1 0 30 1 2
565 0 2 0 30 1 2
566 0 2 0 30 0 2
567 1 1 0 30 0 2
568 1 2 0 40 0 2
569 0 1 0 35 1 2
570 0 2 0 30 0 2
571 1 1 0 25 0 2
572 1 1 0 35 1 2
573 0 2 0 0 2 1
574 0 0 15 1 2 2
575 0 0 40 1 2 2
576 0 0 35 1 2 2
577 0 0 30 0 2 1
578 0 1 30 1 2 2
579 0 1 5 1 2 1
580 1 1 5 1 2 2
581 1 1 30 1 2 2
582 2 0 5 1 2 2
583 2 1 5 1 2 2
584 2 1 40 0 2 1
585 2 1 35 1 2 2
586 2 1 70 0 2 1
587 0 0 0 2 1 0
588 35 0 1 2 1 0
589 1 0 2 1 0 0
590 1 30 2 2 0 0
591 0 25 2 2 0 0
592 0 45 3 1 0 0
593 0 15 3 1 0 2
594 0 20 3 1 1 1
595 1 35 3 2 1 1
596 1 20 3 2 0 0
597 1 25 3 1 0 0
598 1 20 3 1 0 0
599 1 20 3 2 0 0
600 0 30 3 1 0 0
601 0 30 3 1 0 0
602 0 40 3 2 1 0
603 1 5 3 1 0 1
604 1 20 3 2 0 1
605 1 30 3 1 0 0
606 0 30 3 1 0 0
607 0 20 3 1 0 0
608 0 25 3 1 0 0
609 0 25 3 1 0 0
610 0 35 3 1 0 0
611 0 20 3 1 0 0
612 0 35 3 1 0 0
613 1 20 3 2 1 0
614 0 5 3 1 4 2
615 0 10 3 2 4 2
616 0 5 3 2 4 2
617 1 20 3 2 4 2
618 0 40 3 2 4 2
619 0 10 3 2 4 2
620 0 15 3 2 4 2
621 0 40 3 1 1 5
622 1 30 3 1 0 0
623 0 30 3 1 0 0
624 0 40 3 2 1 5
625 0 20 3 1 0 0
626 0 30 3 1 0 0
627 0 25 3 1 1 0
628 0 20 3 2 1 0
629 0 25 3 1 0 0
630 0 35 3 1 0 0
631 0 5 3 1 4 2
632 0 10 3 1 4 2
633 1 5 3 1 4 2
634 0 15 3 1 4 2
635 1 5 3 2 4 2
636 0 40 3 1 1 5
637 1 25 3 1 0 0
638 1 40 3 2 1 5
639 1 45 3 2 0 0
640 0 25 3 1 0 0
641 0 25 3 1 0 0
642 0 20 3 2 0 0
643 0 30 3 1 0 0
644 0 25 3 1 0 0
645 1 15 3 2 0 0
646 0 20 3 1 0 0
647 0 35 3 1 1 0
648 1 35 3 2 3 0
649 1 5 3 2 2 1
650 1 5 3 2 2 1
651 1 5 3 2 2 1
652 1 25 3 2 0 3
653 1 20 3 2 0 0
654 0 40 3 1 0 0
655 0 30 3 1 0 0
656 1 20 3 1 0 0
657 0 20 3 2 0 1
658 0 45 3 2 0 1
659 0 30 3 2 0 0
660 0 25 3 1 0 0
661 0 20 3 1 0 0
662 0 30 3 1 0 0
663 0 25 3 1 0 0
664 3 0 1 0 0 20
665 3 0 1 0 0 35
666 3 1 1 0 0 25
667 3 0 1 0 0 20
668 3 0 1 0 0 30
669 3 0 1 0 0 10
670 3 0 1 1 1 10
671 3 0 2 1 1 0
672 1 3 0 0 0 3
673 0 2 2 0 3 2
674 2 0 40 0 3 1
675 1 1 35 0 3 2
676 1 1 25 0 3 1
677 0 0 25 1 3 2
678 0 0 20 0 3 2
679 0 0 30 0 3 1
680 0 1 25 0 3 1
681 0 1 25 0 3 1
682 0 0 35 0 3 1
683 0 0 20 0 3 2
684 0 0 25 1 3 1
685 0 0 20 0 3 1
686 0 0 20 0 3 2
687 0 0 25 0 3 2
688 0 0 30 0 3 2
689 0 0 20 0 3 1
690 0 0 40 0 3 1
691 0 0 20 0 3 1
692 0 0 20 0 3 1
693 0 0 25 0 3 2
694 0 0 25 0 3 1
695 0 0 25 0 3 1
696 0 0 0 3 1 1
697 0 0 3 2 1 0
698 0 30 3 1 0 0
699 0 25 3 1 0 0
700 1 20 3 2 0 0
701 0 40 3 2 0 0
702 0 30 3 1 0 0
703 0 25 3 1 0 0
704 0 25 3 1 0 0
705 1 35 3 1 0 0
706 0 30 3 1 0 0
707 0 30 3 1 1 0
708 0 20 3 1 1 0
709 0 20 3 1 0 0
710 1 20 3 1 0 0
711 0 25 3 1 0 0
712 0 40 3 1 0 0
713 0 25 3 1 0 0
714 0 35 3 1 0 0
715 0 35 3 1 0 0
716 1 25 3 2 0 0
717 0 30 3 2 0 0
718 0 75 3 1 0 0
719 0 45 3 1 0 0
720 0 35 3 1 0 0
721 0 30 3 1 0 0
722 0 20 3 1 0 0
723 0 30 3 1 0 0
724 1 10 3 1 1 1
725 1 5 3 1 1 1
726 1 40 3 2 0 2
727 0 60 3 1 0 0
728 0 20 3 1 0 0
729 1 20 3 2 0 1
730 0 45 3 1 0 1
731 0 20 3 1 0 0
732 0 25 3 1 0 0
733 1 45 3 1 0 0
734 0 25 3 2 0 0
735 0 20 3 1 0 0
736 1 30 3 2 0 0
737 1 30 3 1 0 0
738 0 5 3 1 0 2
739 0 35 3 1 1 1
740 0 30 3 2 1 1
741 0 30 3 1 0 0
742 0 25 3 1 0 0
743 0 25 3 1 2 0
744 0 25 3 1 0 0
745 0 25 3 1 2 0
746 0 20 3 1 2 0
747 3 0 1 1 0 1
748 2 3 1 0 40 1
749 1 3 1 0 40 1
750 2 3 1 0 30 1
751 1 3 0 0 20 0
752 1 3 0 0 5 1
753 1 3 1 2 5 1
754 2 3 1 2 30 0
755 1 3 1 2 35 1
756 2 3 1 2 25 0
757 1 3 0 0 0 3
758 0 1 0 0 3 1
759 0 0 25 0 3 1
760 0 0 40 0 3 1
761 0 0 20 1 3 2
762 0 0 20 0 3 1
763 0 0 45 0 3 1
764 0 0 45 0 3 1
765 0 0 0 3 1 0
766 35 0 0 3 1 0
767 20 0 1 3 1 0
768 30 0 1 3 2 0
769 25 0 0 3 2 0
770 25 0 1 3 2 0
771 35 0 0 3 1 0
772 65 0 0 3 1 0
773 25 0 1 3 1 0
774 25 0 0 3 1 1
775 25 0 1 3 2 1
776 20 0 0 3 1 0
777 20 0 0 3 1 0
778 45 0 0 3 1 0
779 0 0 3 1 0 0
780 0 40 3 1 0 2
781 0 20 3 1 1 1
782 0 15 3 1 1 1
783 0 50 3 1 0 0
784 1 5 3 2 0 0
785 3 0 1 0 0 45
786 3 0 1 0 0 45
787 3 0 1 0 0 1
788 1 3 0 0 20 0
789 1 3 0 0 0 3
790 0 2 0 0 3 1
791 0 0 0 3 1 0
792 30 0 0 3 1 0
793 0 0 3 1 0 0
794 3 1 1 0 0 25
795 3 0 2 2 2 10
796 3 0 2 2 2 0
797 1 3 0 0 20 0
798 1 3 2 2 20 0
799 1 3 1 3 50 0
800 2 3 1 3 0 3
801 0 1 0 0 3 1
802 0 0 25 0 3 1
803 0 0 0 3 1 0
804 0 0 3 1 0 0
805 0 25 3 1 0 0
806 1 20 3 2 0 0
807 3 1 2 0 0 10
808 3 1 1 0 2 35
809 3 0 1 1 1 45
810 3 0 1 0 0 35
811 3 1 2 1 1 40
812 3 0 1 0 0 10
813 3 0 1 5 2 5
814 3 0 1 5 2 15
815 3 0 1 5 2 10
816 3 0 2 5 2 20
817 3 0 2 5 2 15
818 3 0 1 5 2 40
819 3 0 1 1 6 45
820 3 0 2 1 6 55
821 3 0 1 0 0 35
822 3 0 1 0 0 0
823 1 3 0 0 20 0
824 1 3 0 0 40 0
825 1 3 2 0 30 0
826 1 3 2 0 20 0
827 1 3 0 0 25 0
828 2 3 0 0 20 0
829 2 3 0 0 0 3
830 1 1 0 0 3 1
831 0 1 30 0 3 1
832 0 1 25 1 3 2
833 0 1 20 0 3 1
834 0 0 25 0 3 1
835 0 0 45 0 3 1
836 0 2 30 0 3 1
837 0 1 25 0 3 1
838 0 0 45 1 3 2
839 0 1 0 3 2 0
840 25 0 0 3 1 0
841 0 0 3 1 0 0
842 0 15 3 1 0 0
843 3 1 2 0 0 30
844 3 1 1 0 0 1
845 1 3 0 0 20 0
846 2 3 0 0 30 1
847 2 3 0 0 25 0
848 2 3 0 0 25 1
849 2 3 0 0 30 0
850 1 3 0 0 30 0
851 2 3 0 0 0 3
852 0 2 0 5 1 3
853 0 2 1 25 1 3
854 1 2 1 45 0 3
855 0 1 0 30 0 3
856 0 1 0 30 1 3
857 0 2 0 0 3 1
858 0 0 1 3 2 0
859 45 0 0 3 1 0
860 1 0 3 1 0 0
861 0 30 3 1 0 0
862 3 0 1 0 0 30
863 3 0 2 1 0 25
864 3 0 2 1 0 0
865 1 3 0 0 30 1
866 1 3 0 0 25 1
867 1 3 0 0 0 3
868 0 1 0 20 0 3
869 0 1 0 50 0 3
870 0 1 0 20 0 3
871 1 1 0 1 3 2
872 0 0 1 3 1 0
873 35 0 0 3 1 0
874 30 0 1 3 1 0
875 25 0 0 3 1 0
876 35 0 0 3 1 0
877 35 0 0 3 1 0
878 30 0 0 3 1 0
879 5 0 1 3 1 1
880 5 1 1 3 2 1
881 50 1 0 3 1 0
882 35 0 0 3 1 0
883 20 0 0 3 1 0
884 30 0 1 3 2 0
885 0 2 3 1 1 2
886 3 0 2 1 2 0
887 1 3 1 2 0 3
888 1 2 2 25 0 3
889 0 1 0 35 1 3
890 0 1 0 30 0 3
891 0 1 0 20 0 3
892 1 2 0 25 0 3
893 1 2 0 35 1 3
894 0 1 0 20 0 3
895 0 1 0 25 0 3
896 0 1 0 30 0 3
897 0 1 0 25 1 3
898 0 1 0 35 0 3
899 0 1 0 25 0 3
900 0 1 0 5 1 3
901 0 2 1 40 1 3
902 0 1 1 0 3 1
903 0 0 20 0 3 1
904 0 0 0 3 1 0
905 0 0 3 1 0 0
906 3 1 2 0 0 1
907 2 3 0 0 35 0
908 1 3 0 0 45 0
909 1 3 0 0 1 3
910 0 1 0 0 3 1
911 0 1 0 3 2 1
912 0 0 3 1 1 0
913 3 0 1 1 0 0
914 1 3 0 0 25 0
915 2 3 2 0 30 0
916 1 3 2 0 5 1
917 2 3 0 2 30 1
918 1 3 3 1 30 1
919 2 3 1 1 5 0
920 2 3 1 1 20 0
921 1 3 1 1 40 0
922 2 3 0 2 0 3
923 0 1 0 25 1 3
924 0 1 0 0 3 1
925 0 0 40 0 3 2
926 0 0 0 3 1 0
927 1 0 3 1 0 0
928 3 0 1 0 0 25
929 3 1 2 0 0 0
930 1 3 0 0 30 1
931 1 3 0 0 30 0
932 1 3 0 0 30 0
933 1 3 0 0 25 0
934 1 3 0 0 25 1
935 1 3 0 0 0 3
936 3 1 1 0 3 2
937 1 3 0 3 2 3
938 0 1 3 2 3 1
939 3 0 2 0 4 35
940 3 0 1 0 0 35
941 3 0 1 0 0 0
942 2 3 1 0 0 3
943 1 1 0 40 0 3
944 0 1 0 40 0 3
945 0 1 0 25 0 3
946 0 1 0 25 0 3
947 0 2 0 45 0 3
948 0 2 0 40 0 3
949 1 1 0 30 0 3
950 1 2 0 20 1 3
951 1 1 0 0 3 1
952 0 0 30 0 3 1
953 0 0 0 3 1 0
954 30 0 0 3 1 1
955 30 0 0 3 2 1
956 0 0 3 1 0 0
957 0 25 3 1 0 0
958 1 30 3 1 0 0
959 0 55 3 1 0 0
960 1 25 3 2 0 0
961 1 35 3 1 0 0
962 3 0 1 0 0 0
963 1 3 0 0 1 3
964 0 2 0 25 1 3
965 0 1 0 25 0 3
966 0 1 0 0 3 2
967 0 0 0 3 1 0
968 0 0 3 1 0 0
969 0 30 3 1 0 0
970 3 1 1 0 0 35
971 3 0 2 0 0 1
972 2 3 0 0 0 3
973 0 1 0 35 0 3
974 0 1 0 35 0 3
975 0 1 0 1 3 2
976 0 0 0 3 1 0
977 1 0 3 2 0 0
978 3 1 1 0 0 1
979 2 3 2 0 1 3
980 2 2 0 1 3 1
981 0 2 1 3 2 0
982 0 0 3 1 0 0
983 3 1 2 0 0 15
984 3 1 2 0 0 35
985 3 0 2 0 0 0
986 1 3 0 0 25 0
987 1 3 1 0 20 0
988 2 3 1 0 0 3
989 0 2 0 0 3 2
990 0 0 0 3 2 0
991 60 0 0 3 1 0
992 0 0 3 1 0 0
993 1 25 3 1 0 0
994 3 0 1 0 0 25
995 3 0 1 0 0 25
996 3 0 1 0 0 30
997 3 0 1 0 0 0
998 1 3 0 0 1 3
999 0 2 0 25 0 3
1000 0 1 0 10 1 3
1001 0 1 1 30 1 3
1002 0 2 1 0 3 1
1003 0 0 1 3 2 1
1004 0 0 3 1 1 0
1005 3 0 1 0 0 35
1006 3 0 1 0 0 0
1007 1 3 0 0 1 3
1008 0 1 0 1 3 1
1009 1 1 1 3 1 1
1010 1 1 3 2 0 2
1011 3 1 2 0 0 0
1012 1 3 0 0 1 3
1013 0 2 0 25 1 3
1014 0 2 0 0 3 1
1015 0 0 1 3 2 1
1016 1 0 3 2 1 0
1017 3 1 2 0 0 20
1018 3 0 1 0 0 25
1019 3 0 1 0 0 15
1020 3 1 2 0 0 5
1021 3 1 2 0 2 20
1022 3 1 1 1 1 20
1023 3 1 2 1 1 35
1024 3 0 1 0 0 0
1025 1 3 0 0 0 3
1026 0 1 0 0 3 2
1027 0 0 0 3 1 0
1028 15 0 1 3 1 1
1029 15 0 1 3 2 1
1030 30 0 0 3 2 0
1031 30 0 0 3 1 0
1032 20 0 1 3 2 0
1033 30 0 1 3 2 0
1034 25 0 0 3 1 0
1035 45 0 0 3 1 0
1036 40 0 1 3 1 0
1037 25 0 0 3 1 0
1038 30 0 0 3 1 0
1039 25 0 1 3 2 0
1040 65 0 0 3 1 0
1041 0 0 3 1 1 0
1042 3 0 1 0 0 1
1043 2 3 1 0 0 3
1044 0 1 0 0 3 1
1045 0 0 0 3 1 0
1046 25 0 0 3 1 0
1047 0 0 3 2 0 0
1048 3 1 2 0 0 1
1049 2 3 0 0 25 1
1050 2 3 0 0 1 3
1051 0 1 0 1 3 2
1052 0 0 10 1 3 1
1053 1 0 30 0 3 1
1054 0 0 45 0 3 1
1055 1 0 0 3 1 0
1056 35 0 0 3 2 0
1057 30 0 0 3 1 0
1058 35 0 1 3 1 0
1059 20 0 0 3 1 0
1060 25 0 0 3 2 0
1061 20 0 0 3 2 0
1062 20 0 0 3 1 0
1063 20 0 0 3 1 0
1064 35 0 1 3 2 0
1065 0 0 0 3 2 0
1066 5 0 0 3 1 3
1067 10 1 0 3 1 3
1068 5 1 0 3 2 3
1069 10 1 0 3 2 3
1070 30 1 0 3 2 0
1071 5 4 0 3 1 4
1072 10 1 0 3 1 4
1073 5 1 0 3 1 4
1074 20 1 0 3 1 4
1075 15 1 0 3 1 4
1076 45 1 0 3 2 0
1077 25 5 0 3 1 0
1078 20 0 0 3 1 0
1079 0 0 3 1 0 0
1080 0 35 3 1 0 0
1081 0 5 3 1 1 1
1082 0 5 3 2 1 1
1083 0 30 3 2 0 2
1084 3 0 1 0 0 0
1085 1 3 0 0 0 3
1086 0 1 0 25 0 3
1087 0 1 0 25 0 3
1088 0 1 0 25 0 3
1089 0 1 0 25 1 3
1090 1 1 0 1 3 1
1091 1 1 1 3 2 1
1092 1 1 3 2 0 2
1093 3 0 2 0 0 25
1094 3 0 1 0 0 30
1095 3 0 2 0 0 20
1096 3 0 1 0 0 0
1097 3 0 1 0 0 25
1098 3 0 1 1 0 20
1099 3 0 2 0 0 35
1100 3 1 1 0 0 0
1101 1 3 0 0 20 0
1102 1 3 0 0 25 0
1103 1 3 0 0 0 3
1104 0 1 0 0 3 2
1105 0 0 0 3 1 0
1106 0 0 3 1 0 0
1107 0 40 3 1 0 0
1108 0 25 3 1 0 0
1109 0 10 3 1 4 1
1110 0 5 3 1 4 1
1111 0 10 3 1 4 1
1112 0 5 3 1 4 1
1113 0 10 3 1 4 1
1114 0 40 3 2 0 5
1115 0 25 3 2 0 0
1116 0 35 3 1 0 0
1117 3 1 2 0 0 0
1118 1 3 0 0 0 3
1119 0 2 0 50 0 3
1120 1 1 0 50 0 3
1121 1 2 0 0 3 1
1122 0 0 0 3 1 0
1123 5 0 0 3 2 1
1124 20 1 0 3 1 1
1125 45 1 0 3 2 0
1126 1 2 3 2 0 0
1127 0 50 3 1 0 0
1128 0 20 3 1 0 0
1129 3 1 1 0 0 0
1130 1 3 0 0 0 3
1131 0 1 0 25 0 3
1132 0 1 0 0 3 1
1133 0 0 0 3 1 0
1134 0 0 3 1 0 0
1135 0 40 3 1 0 0
1136 3 0 1 8 2 15
1137 3 0 1 8 2 0
1138 2 3 8 2 0 3
1139 8 2 2 0 3 2
1140 2 8 0 3 2 8
1141 0 2 3 1 8 2
1142 3 0 1 8 2 0
1143 1 3 8 2 0 3
1144 1 1 9 0 3 2
1145 9 1 25 0 3 1
1146 0 0 25 1 3 2
1147 0 0 40 0 3 1
1148 0 0 0 3 1 2
1149 0 0 3 1 2 0
1150 3 0 1 2 0 5
1151 3 1 2 1 1 25
1152 3 1 2 0 2 5
1153 3 1 2 1 1 25
1154 3 1 1 0 0 20
1155 3 0 1 0 0 25
1156 3 0 1 0 0 0
1157 1 3 0 0 0 3
1158 0 1 0 0 3 1
1159 0 0 30 1 3 1
1160 0 0 0 3 1 0
1161 1 0 3 2 0 0
1162 3 0 1 0 0 0
1163 1 3 0 0 25 0
1164 1 3 0 0 0 3
1165 0 1 0 40 0 3
1166 0 1 0 25 0 3
1167 0 1 0 20 1 3
1168 0 2 0 5 0 3
1169 3 1 2 10 0 3
1170 3 1 2 10 0 3
1171 3 2 2 5 0 3
1172 3 2 2 40 0 3
1173 1 1 4 45 0 3
1174 1 2 4 0 3 1
1175 0 0 0 3 1 0
1176 0 0 3 1 0 0
1177 3 0 1 0 0 1
1178 2 3 0 0 20 0
1179 1 3 0 0 30 0
1180 1 3 0 0 0 3
1181 0 1 0 35 0 3
1182 0 1 0 0 3 1
1183 0 0 35 0 3 1
1184 0 0 25 1 3 2
1185 0 0 25 0 3 1
1186 0 0 65 0 3 1
1187 0 0 20 0 3 1
1188 0 0 25 0 3 2
1189 0 0 35 1 3 1
1190 0 0 30 0 3 1
1191 0 0 5 0 3 2
1192 1 0 30 0 3 2
1193 1 1 20 1 3 1
1194 0 0 45 1 3 1
1195 0 0 25 0 3 1
1196 0 0 75 0 3 1
1197 0 0 15 1 3 1
1198 0 0 25 0 3 1
1199 0 0 25 1 3 1
1200 0 0 35 0 3 1
1201 0 0 5 1 3 1
1202 1 0 0 3 1 1
1203 0 0 3 1 0 0
1204 3 0 1 0 0 20
1205 3 1 2 1 1 0
1206 1 3 0 0 0 3
1207 1 1 0 1 3 2
1208 0 1 35 0 3 1
1209 0 0 0 3 1 0
1210 0 0 3 1 0 0
1211 0 35 3 1 0 0
1212 0 45 3 1 0 0
1213 0 0 3 1 0 0
1214 1 25 3 1 0 0
1215 3 0 1 0 0 10
1216 3 1 1 1 1 10
1217 3 1 2 1 1 30
1218 3 1 2 0 2 40
1219 3 0 1 0 0 20
1220 3 1 2 0 0 65
1221 3 1 2 0 0 0
1222 1 3 1 1 15 0
1223 1 3 1 1 45 0
1224 1 3 0 2 10 0
1225 2 3 0 2 40 0
1226 1 3 1 1 30 0
1227 2 3 1 1 0 3
1228 0 1 0 35 0 3
1229 0 1 0 30 0 3
1230 0 1 0 30 0 3
1231 0 1 0 50 0 3
1232 0 1 0 20 0 3
1233 2 2 0 35 0 3
1234 3 1 0 20 0 3
1235 2 1 0 35 0 3
1236 1 2 0 25 1 3
1237 0 1 0 20 0 3
1238 0 1 0 15 0 3
1239 0 2 0 25 0 3
1240 0 1 0 25 0 3
1241 0 1 0 0 3 1
1242 0 0 0 3 1 0
1243 0 0 3 1 0 0
1244 0 35 3 1 0 0
1245 1 40 3 2 0 0
1246 0 55 3 1 0 0
1247 0 20 3 1 1 0
1248 0 25 3 1 1 0
1249 1 50 3 2 1 0
1250 3 0 1 0 0 0
1251 1 3 0 0 0 3
1252 0 1 0 30 0 3
1253 0 1 0 25 0 3
1254 0 1 0 30 0 3
1255 0 1 0 0 0 3
1256 0 1 0 40 0 3
1257 0 1 0 30 0 3
1258 1 1 0 15 1 3
1259 1 2 0 50 0 3
1260 0 1 0 0 3 1
1261 0 0 0 3 1 0
1262 15 0 0 3 2 1
1263 0 0 3 2 1 0
1264 0 30 3 1 0 0
1265 0 30 3 1 0 0
1266 3 0 1 0 0 30
1267 1 1 2 0 0 5
1268 1 1 1 1 2 5
1269 1 0 2 1 2 30
1270 1 0 1 1 2 25
1271 1 0 2 1 2 50
1272 1 1 1 0 0 65
1273 1 1 2 1 0 40
1274 1 0 1 0 0 55
1275 1 1 2 2 0 75
1276 1 0 1 0 0 50
1277 1 0 1 1 0 20
1278 1 1 2 1 0 25
1279 1 1 2 0 0 30
1280 1 1 2 0 0 80
1281 1 1 1 0 0 0
1282 1 1 0 0 25 0
1283 1 1 0 1 50 1
1284 2 1 0 1 35 1
1285 2 1 0 0 40 0
1286 1 1 0 0 40 1
1287 1 1 1 1 50 1
1288 2 1 1 1 30 1
1289 1 1 0 0 45 1
1290 2 1 0 0 30 1
1291 2 1 0 0 25 0
1292 1 1 0 0 25 1
1293 1 1 1 0 20 1
1294 2 1 1 0 35 1
1295 2 1 0 0 30 1
1296 1 1 0 0 45 0
1297 1 1 0 0 40 1
1298 1 1 0 0 30 1
1299 2 1 0 0 60 1
1300 2 1 0 0 45 0
1301 1 1 0 0 45 1
1302 2 1 0 0 25 1
1303 2 1 0 1 1 1
1304 0 1 0 45 0 1
1305 0 1 0 50 0 1
1306 0 1 0 0 1 1
1307 0 0 45 1 1 2
1308 0 0 60 1 1 2
1309 0 2 60 1 1 2
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) age pclass sex sibsp `parch\r`
9.8510 -0.2254 -0.2264 -0.2090 -0.2032 -0.1970
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-9.439 -4.454 -2.200 1.158 71.188
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 9.85105 0.47190 20.875 < 2e-16 ***
age -0.22543 0.01874 -12.029 < 2e-16 ***
pclass -0.22641 0.02512 -9.015 < 2e-16 ***
sex -0.20904 0.02225 -9.395 < 2e-16 ***
sibsp -0.20318 0.02516 -8.077 1.50e-15 ***
`parch\r` -0.19697 0.02509 -7.849 8.68e-15 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 9.426 on 1303 degrees of freedom
Multiple R-squared: 0.1527, Adjusted R-squared: 0.1495
F-statistic: 46.98 on 5 and 1303 DF, p-value: < 2.2e-16
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 4.794667e-04 9.589334e-04 9.995205e-01
[2,] 3.001625e-05 6.003249e-05 9.999700e-01
[3,] 3.835940e-06 7.671879e-06 9.999962e-01
[4,] 2.255322e-07 4.510644e-07 9.999998e-01
[5,] 1.262428e-08 2.524856e-08 1.000000e+00
[6,] 6.723519e-10 1.344704e-09 1.000000e+00
[7,] 8.775599e-11 1.755120e-10 1.000000e+00
[8,] 1.417416e-11 2.834831e-11 1.000000e+00
[9,] 9.083125e-13 1.816625e-12 1.000000e+00
[10,] 4.881121e-14 9.762242e-14 1.000000e+00
[11,] 2.731536e-15 5.463071e-15 1.000000e+00
[12,] 1.371631e-16 2.743262e-16 1.000000e+00
[13,] 7.997639e-18 1.599528e-17 1.000000e+00
[14,] 3.816884e-19 7.633769e-19 1.000000e+00
[15,] 1.765252e-20 3.530504e-20 1.000000e+00
[16,] 7.990025e-22 1.598005e-21 1.000000e+00
[17,] 3.618333e-23 7.236666e-23 1.000000e+00
[18,] 1.917558e-24 3.835115e-24 1.000000e+00
[19,] 8.390099e-26 1.678020e-25 1.000000e+00
[20,] 4.107033e-27 8.214067e-27 1.000000e+00
[21,] 1.679058e-28 3.358117e-28 1.000000e+00
[22,] 6.755319e-30 1.351064e-29 1.000000e+00
[23,] 2.640779e-31 5.281557e-31 1.000000e+00
[24,] 1.087001e-32 2.174002e-32 1.000000e+00
[25,] 5.845842e-34 1.169168e-33 1.000000e+00
[26,] 2.269194e-35 4.538389e-35 1.000000e+00
[27,] 8.398879e-37 1.679776e-36 1.000000e+00
[28,] 3.203748e-38 6.407496e-38 1.000000e+00
[29,] 2.035978e-39 4.071957e-39 1.000000e+00
[30,] 1.067641e-40 2.135281e-40 1.000000e+00
[31,] 3.816285e-42 7.632571e-42 1.000000e+00
[32,] 2.066840e-43 4.133680e-43 1.000000e+00
[33,] 7.253364e-45 1.450673e-44 1.000000e+00
[34,] 2.795062e-46 5.590125e-46 1.000000e+00
[35,] 1.144733e-43 2.289466e-43 1.000000e+00
[36,] 1.591765e-44 3.183530e-44 1.000000e+00
[37,] 1.504883e-45 3.009765e-45 1.000000e+00
[38,] 1.565350e-46 3.130700e-46 1.000000e+00
[39,] 1.417082e-47 2.834163e-47 1.000000e+00
[40,] 6.476133e-49 1.295227e-48 1.000000e+00
[41,] 3.017410e-50 6.034819e-50 1.000000e+00
[42,] 1.250431e-50 2.500862e-50 1.000000e+00
[43,] 1.252684e-51 2.505367e-51 1.000000e+00
[44,] 1.018729e-52 2.037459e-52 1.000000e+00
[45,] 8.637206e-54 1.727441e-53 1.000000e+00
[46,] 7.210212e-55 1.442042e-54 1.000000e+00
[47,] 4.424698e-54 8.849396e-54 1.000000e+00
[48,] 1.651133e-53 3.302266e-53 1.000000e+00
[49,] 1.843440e-53 3.686880e-53 1.000000e+00
[50,] 8.938449e-54 1.787690e-53 1.000000e+00
[51,] 9.186616e-55 1.837323e-54 1.000000e+00
[52,] 9.510142e-08 1.902028e-07 9.999999e-01
[53,] 9.732597e-01 5.348054e-02 2.674027e-02
[54,] 9.990357e-01 1.928645e-03 9.643227e-04
[55,] 9.999740e-01 5.201976e-05 2.600988e-05
[56,] 9.999817e-01 3.656937e-05 1.828468e-05
[57,] 9.999921e-01 1.571313e-05 7.856564e-06
[58,] 9.999980e-01 3.978516e-06 1.989258e-06
[59,] 9.999982e-01 3.502578e-06 1.751289e-06
[60,] 9.999998e-01 4.956783e-07 2.478392e-07
[61,] 9.999999e-01 2.422392e-07 1.211196e-07
[62,] 9.999998e-01 3.416548e-07 1.708274e-07
[63,] 9.999998e-01 4.865260e-07 2.432630e-07
[64,] 9.999997e-01 6.553663e-07 3.276832e-07
[65,] 9.999998e-01 3.532422e-07 1.766211e-07
[66,] 9.999997e-01 5.298176e-07 2.649088e-07
[67,] 9.999996e-01 7.613838e-07 3.806919e-07
[68,] 9.999994e-01 1.120334e-06 5.601668e-07
[69,] 9.999993e-01 1.478517e-06 7.392587e-07
[70,] 9.999989e-01 2.125567e-06 1.062784e-06
[71,] 9.999993e-01 1.498119e-06 7.490597e-07
[72,] 9.999990e-01 2.077285e-06 1.038643e-06
[73,] 9.999986e-01 2.884599e-06 1.442299e-06
[74,] 9.999980e-01 3.993407e-06 1.996704e-06
[75,] 9.999973e-01 5.472405e-06 2.736202e-06
[76,] 9.999963e-01 7.433290e-06 3.716645e-06
[77,] 9.999948e-01 1.045758e-05 5.228788e-06
[78,] 9.999938e-01 1.232596e-05 6.162982e-06
[79,] 9.999922e-01 1.558040e-05 7.790202e-06
[80,] 9.999901e-01 1.979172e-05 9.895859e-06
[81,] 9.999876e-01 2.470281e-05 1.235141e-05
[82,] 9.999835e-01 3.308110e-05 1.654055e-05
[83,] 9.999819e-01 3.624180e-05 1.812090e-05
[84,] 9.999757e-01 4.856253e-05 2.428127e-05
[85,] 9.999795e-01 4.107620e-05 2.053810e-05
[86,] 9.999723e-01 5.532974e-05 2.766487e-05
[87,] 9.999627e-01 7.464357e-05 3.732178e-05
[88,] 9.999537e-01 9.265532e-05 4.632766e-05
[89,] 9.999383e-01 1.234088e-04 6.170439e-05
[90,] 9.999181e-01 1.638460e-04 8.192301e-05
[91,] 9.998918e-01 2.163460e-04 1.081730e-04
[92,] 9.998601e-01 2.797968e-04 1.398984e-04
[93,] 9.998429e-01 3.141013e-04 1.570506e-04
[94,] 9.997980e-01 4.040839e-04 2.020420e-04
[95,] 9.997395e-01 5.209263e-04 2.604632e-04
[96,] 9.996669e-01 6.661321e-04 3.330660e-04
[97,] 9.997473e-01 5.053197e-04 2.526598e-04
[98,] 9.998019e-01 3.961444e-04 1.980722e-04
[99,] 9.998311e-01 3.377511e-04 1.688756e-04
[100,] 9.997846e-01 4.307791e-04 2.153896e-04
[101,] 9.997450e-01 5.099690e-04 2.549845e-04
[102,] 9.996879e-01 6.241817e-04 3.120908e-04
[103,] 9.996094e-01 7.811857e-04 3.905928e-04
[104,] 9.995237e-01 9.526893e-04 4.763446e-04
[105,] 9.994572e-01 1.085685e-03 5.428426e-04
[106,] 9.993605e-01 1.279022e-03 6.395110e-04
[107,] 9.992391e-01 1.521769e-03 7.608843e-04
[108,] 9.990862e-01 1.827623e-03 9.138114e-04
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[1254,] 1.000000e+00 3.192193e-43 1.596097e-43
[1255,] 1.000000e+00 6.964011e-43 3.482005e-43
[1256,] 1.000000e+00 1.259263e-41 6.296314e-42
[1257,] 1.000000e+00 2.116427e-40 1.058213e-40
[1258,] 1.000000e+00 4.167102e-42 2.083551e-42
[1259,] 1.000000e+00 8.398241e-41 4.199120e-41
[1260,] 1.000000e+00 1.648825e-39 8.244127e-40
[1261,] 1.000000e+00 3.366143e-38 1.683072e-38
[1262,] 1.000000e+00 6.750006e-37 3.375003e-37
[1263,] 1.000000e+00 1.332191e-35 6.660955e-36
[1264,] 1.000000e+00 2.586841e-34 1.293420e-34
[1265,] 1.000000e+00 4.950838e-33 2.475419e-33
[1266,] 1.000000e+00 9.342873e-32 4.671437e-32
[1267,] 1.000000e+00 1.711161e-30 8.555806e-31
[1268,] 1.000000e+00 3.118776e-29 1.559388e-29
[1269,] 1.000000e+00 5.580655e-28 2.790327e-28
[1270,] 1.000000e+00 9.731685e-27 4.865843e-27
[1271,] 1.000000e+00 1.653978e-25 8.269892e-26
[1272,] 1.000000e+00 2.474120e-24 1.237060e-24
[1273,] 1.000000e+00 3.402461e-23 1.701231e-23
[1274,] 1.000000e+00 3.121449e-22 1.560724e-22
[1275,] 1.000000e+00 3.935362e-21 1.967681e-21
[1276,] 1.000000e+00 3.772243e-20 1.886121e-20
[1277,] 1.000000e+00 5.592503e-19 2.796252e-19
[1278,] 1.000000e+00 7.070320e-18 3.535160e-18
[1279,] 1.000000e+00 8.255704e-17 4.127852e-17
[1280,] 1.000000e+00 7.729278e-16 3.864639e-16
[1281,] 1.000000e+00 8.546544e-15 4.273272e-15
[1282,] 1.000000e+00 8.529272e-14 4.264636e-14
[1283,] 1.000000e+00 8.945553e-13 4.472777e-13
[1284,] 1.000000e+00 1.212270e-11 6.061351e-12
[1285,] 1.000000e+00 1.657646e-10 8.288228e-11
[1286,] 1.000000e+00 1.737171e-09 8.685854e-10
[1287,] 1.000000e+00 1.585027e-08 7.925135e-09
[1288,] 9.999999e-01 1.340149e-07 6.700745e-08
[1289,] 9.999992e-01 1.627659e-06 8.138295e-07
[1290,] 9.999901e-01 1.978413e-05 9.892067e-06
[1291,] 9.998809e-01 2.382299e-04 1.191149e-04
[1292,] 9.985660e-01 2.867973e-03 1.433987e-03
> postscript(file="/var/www/rcomp/tmp/1gy8z1293441779.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/2gy8z1293441779.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/3rp7k1293441779.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/4rp7k1293441779.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/5rp7k1293441779.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 = 1309
Frequency = 1
1 2 3 4 5 6
-1.44376504 -6.69134723 -7.48230714 -2.05568831 -2.97378000 2.85572200
7 8 9 10 11 12
6.64933780 -0.39854156 4.59825459 7.49138092 2.05890236 -3.49484826
13 14 15 16 17 18
-2.57089683 -1.44376504 9.61851271 -3.70043003 1.42695621 -1.07572873
19 20 21 22 23 24
-0.29406790 -0.74590650 1.86142266 -1.85152982 0.46436104 -2.26375026
25 26 27 28 29 30
-3.24859144 -3.70043003 -4.25080477 -1.06986899 -2.26375026 0.46436104
31 32 33 34 35 36
-0.74590650 -2.49016250 3.64529681 0.69077328 0.23893468 -3.24859144
37 38 39 40 41 42
-7.77264874 0.51749413 1.53339590 -8.42865357 0.18133077 3.54235846
43 44 45 46 47 48
5.54235846 0.40675713 0.20357678 -9.22547322 0.94669130 3.40778193
49 50 51 52 53 54
-0.18536990 5.53984313 -0.52647119 -2.65853239 -4.92265478 -5.84567589
55 56 57 58 59 60
-3.42328130 2.04005646 2.23702469 4.09513877 -9.00923513 30.75814051
61 62 63 64 65 66
71.18773311 40.75814051 41.18773311 20.98455275 26.18773311 30.99076487
67 68 69 70 71 72
20.99076487 35.78758452 -8.00958751 -2.71558886 -2.50654877 -3.03955135
73 74 75 76 77 78
-8.17279733 1.53339590 -0.30143941 0.93704468 5.21352177 4.16434608
79 80 81 82 83 84
-6.97582909 5.20415264 0.36254257 5.04038338 0.38478857 0.13613033
85 86 87 88 89 90
3.49715802 -2.95427056 -1.90907011 -1.88682411 -1.95427056 -0.23081928
91 92 93 94 95 96
-4.04467144 3.49715802 -6.95386054 2.72455614 2.47518946 -1.95427056
97 98 99 100 101 102
2.67836981 2.45195757 2.45195757 -0.06705003 -3.99947100 -0.41203107
103 104 105 106 107 108
2.49715802 0.15837633 -9.00004686 -9.00923513 -8.20655575 0.60145844
109 110 111 112 113 114
-2.65280513 -1.56741929 -0.44028751 -1.56741929 -3.90359117 6.22817065
115 116 117 118 119 120
6.31007896 -1.44376504 -9.41559584 3.26208271 1.93177057 -3.03955135
121 122 123 124 125 126
4.05165752 1.86142266 -7.76057689 -0.49840764 -1.09092894 2.75980814
127 128 129 130 131 132
-1.31734118 -2.34914472 1.92350245 -2.33707287 1.73036413 -7.99906098
133 134 135 136 137 138
7.47477944 2.27173166 -5.04467144 -0.84162367 3.54334434 -3.54763241
139 140 141 142 143 144
0.40774301 1.47518946 -3.99947100 -2.99947100 2.45195757 2.22653122
145 146 147 148 149 150
-8.00004686 0.73765121 -0.89503651 -0.16898363 -2.44949230 -9.21241548
151 152 153 154 155 156
15.99076487 45.75814051 46.41315946 35.78659863 -9.41559584 2.98285379
157 158 159 160 161 162
-3.50106038 2.13459854 4.39507423 0.93177057 -0.11345291 -0.52567335
163 164 165 166 167 168
0.80463879 -1.73074768 -0.08502781 1.67561445 1.45018810 1.44920221
169 170 171 172 173 174
1.22377586 -1.73074768 3.19345821 0.23893468 -8.21862760 1.94087460
175 176 177 178 179 180
0.94087460 -7.20224133 -0.86386967 1.45195757 -2.72884420 -1.68364376
181 182 183 184 185 186
-9.22547322 0.73765121 3.40778193 -4.51664646 4.40778193 -1.65853239
187 188 189 190 191 192
-3.38458526 -2.65853239 4.53984313 -5.64870766 -1.65853239 -4.51664646
193 194 195 196 197 198
-9.21241548 10.75814051 11.18773311 15.99076487 40.56117228 45.56117228
199 200 201 202 203 204
30.78758452 20.75814051 -8.00337539 5.23711736 1.13495093 -0.11345291
205 206 207 208 209 210
1.01367888 -1.44962478 2.98285379 1.85572200 -0.20157333 -0.11345291
211 212 213 214 215 216
-2.36771647 4.50392204 -3.30409214 5.23711736 0.81049852 -3.47500368
217 218 219 220 221 222
4.83331834 -2.51240850 -8.62463593 1.53339590 -3.54611296 -2.53021119
223 224 225 226 227 228
-3.12273248 -3.33560249 -4.13863425 -1.10683071 3.74626590 1.53339590
229 230 231 232 233 234
3.76216767 0.71063244 -8.22547322 -4.20265136 -9.22547322 1.14365953
235 236 237 238 239 240
-0.52647119 0.94669130 -9.43882772 25.99076487 40.56117228 30.56117228
241 242 243 244 245 246
25.99076487 45.75814051 46.18773311 25.56117228 6.18152099 11.83555406
247 248 249 250 251 252
16.83555406 56.20899323 41.86401218 -7.73931677 -2.57089683 -1.50532132
253 254 255 256 257 258
-2.05471017 -1.27890908 -0.52048014 -1.27890908 1.44920221 -0.53686641
259 260 261 262 263 264
3.85433690 -2.49016250 3.41888457 3.19345821 -3.70043003 -8.41559584
265 266 267 268 269 270
-4.36504649 -2.12273248 -3.12273248 -5.17043779 1.13254254 0.13401292
271 272 273 274 275 276
5.00065177 -7.99906098 -0.68364376 4.15895219 2.27173166 1.18133077
277 278 279 280 281 282
3.49715802 -8.00004686 5.67190433 6.39795720 5.68829060 5.49132236
283 284 285 286 287 288
2.27572073 -4.51664646 5.00177361 1.23702469 3.30417885 -8.58684054
289 290 291 292 293 294
40.75814051 11.01301087 31.63858582 -7.98112939 -0.52567335 -0.39854156
295 296 297 298 299 300
5.23711736 1.85572200 -0.31663326 5.44029771 5.52220602 4.10998557
301 302 303 304 305 306
3.17982202 -3.58296868 4.19189388 0.07730321 4.51013416 2.33777890
307 308 309 310 311 312
2.25587059 -2.25886866 3.46491068 -2.57089683 3.17982202 -2.58296868
313 314 315 316 317 318
-1.73074768 -7.97582909 4.58110121 -0.30143941 -1.53021119 -1.88140435
319 320 321 322 323 324
-1.07837259 -4.33658837 -3.32068660 -1.28888306 0.15039919 5.01703803
325 326 327 328 329 330
-4.33658837 -3.32068660 -0.07601305 -1.30478483 2.77472402 -1.09191482
331 332 333 334 335 336
-3.91320789 -1.07837259 -7.18732545 -6.52546088 -3.49365734 1.58585152
337 338 339 340 341 342
0.53520544 -4.13962013 -2.32068660 -2.30478483 0.74292048 -2.30478483
343 344 345 346 347 348
-3.12371836 -4.15552190 5.20870597 0.35943928 -2.70416781 -2.09427436
349 350 351 352 353 354
0.15039919 -2.32068660 0.74292048 0.93988872 -6.18732545 -1.68973642
355 356 357 358 359 360
-2.68826604 0.34353751 -7.00625898 -5.05088356 0.17511865 3.49094590
361 362 363 364 365 366
3.26551954 -0.87008179 -1.96048268 -2.57707641 1.83013760 -2.28223184
367 368 369 370 371 372
-1.75730232 -1.73505632 -2.96048268 -3.80250277 -6.93810410 -1.23703140
373 374 375 376 377 378
-0.48568964 -2.35066417 -2.73505632 -8.59989827 -3.58741323 -9.22978763
379 380 381 382 383 384
1.19359284 10.99563872 41.19980496 21.65065767 25.77021237 10.77021237
385 386 387 388 389 390
20.96718060 16.39677320 15.77021237 10.77021237 11.19980496 26.42523132
391 392 393 394 395 396
45.99563872 0.99662461 36.41803332 26.62219955 21.62219955 21.39677320
397 398 399 400 401 402
15.77021237 15.77021237 10.77021237 30.96718060 21.39677320 10.77021237
403 404 405 406 407 408
30.77021237 -9.18918360 0.03691076 -1.29926111 0.03105103 -1.09608075
409 410 411 412 413 414
-0.09022102 -4.68065646 -2.42639289 2.08213424 -3.35034432 -3.35034432
415 416 417 418 419 420
-3.55352468 -3.55352468 -1.29926111 -2.42639289 3.20926603 -2.42639289
421 422 423 424 425 426
-6.66190322 -1.95054812 0.95500246 -5.52891170 -2.22942466 6.46352960
427 428 429 430 431 432
-2.42639289 -5.33194347 1.35515105 2.56419114 -1.74736776 -1.74736776
433 434 435 436 437 438
2.67925107 3.88829116 4.41830612 -3.14716397 -0.89290040 -3.14716397
439 440 441 442 443 444
-4.07146778 -2.86828743 -2.95019573 -0.17212932 5.21239118 2.08213424
445 446 447 448 449 450
1.15818281 -1.01417245 -3.55352468 1.95500246 5.66670995 4.74861826
451 452 453 454 455 456
-1.29926111 -3.47161637 1.15818281 -1.74115564 2.08213424 -3.14716397
457 458 459 460 461 462
-3.14716397 -1.29926111 -2.34448459 -1.09608075 -2.14130423 -3.34448459
463 464 465 466 467 468
-0.27890908 1.23893468 4.64529681 -7.62463593 -1.28888306 -2.30478483
469 470 471 472 473 474
-0.86933250 -7.57080665 -7.98330454 -6.30505370 -2.32743228 -2.34967829
475 476 477 478 479 480
-3.16945237 -8.39085818 -0.91728251 -0.19122963 -3.58741323 5.46907636
481 482 483 484 485 486
2.07289276 1.57226625 4.75940975 -9.22978763 -4.00337539 26.41803332
487 488 489 490 491 492
16.62219955 -8.96375724 -2.42639289 -0.17212932 -1.29926111 -2.42639289
493 494 495 496 497 498
2.08213424 -4.40177992 2.36101078 -3.68065646 -0.17212932 2.08213424
499 500 501 502 503 504
6.59066138 -2.42639289 3.20926603 -0.17212932 -4.68065646 5.46352960
505 506 507 508 509 510
-1.09608075 -4.39556780 -6.66190322 -6.66190322 0.22180715 -2.42639289
511 512 513 514 515 516
-4.28050787 -2.42639289 -3.68065646 -1.21735280 -0.17212932 -2.55352468
517 518 519 520 521 522
-2.47500368 -1.71558886 -1.49016250 -7.62463593 1.95579049 -3.12754828
523 524 525 526 527 528
-8.00625898 0.17511865 -3.80250277 -4.39586461 0.40054501 -1.48568964
529 530 531 532 533 534
-1.68985588 -2.75730232 -2.96048268 -7.98330454 -5.48626550 -0.26026328
535 536 537 538 539 540
-0.19183095 -1.91528223 -1.75730232 0.46812403 -3.78025676 -7.98330454
541 542 543 544 545 546
-6.75689230 -2.57609053 4.32816253 -4.82545721 -3.80250277 -2.73505632
547 548 549 550 551 552
-4.00568312 -2.96048268 -3.80250277 -4.39586461 -4.16945237 -2.53187597
553 554 555 556 557 558
3.53614634 -2.75730232 -1.68985588 -0.66690144 -3.78025676 0.17511865
559 560 561 562 563 564
-4.00568312 -5.05088356 -6.09608401 1.42349945 -3.78025676 -2.75730232
565 566 567 568 569 570
-2.53187597 -2.73505632 -1.96048268 0.35534457 -1.71210188 -2.73505632
571 572 573 574 575 576
-3.00568312 -0.71210188 -8.79686651 -5.44552730 0.21477869 -0.91728251
577 578 579 580 581 582
-2.45535203 -1.82391735 -7.68119158 -6.48422334 -0.82391735 -5.70964970
583 584 585 586 587 588
-5.48422334 2.03419672 1.30814385 8.82656391 -9.22978763 25.99662461
589 590 591 592 593 594
-8.18918360 -1.21735280 -3.34448459 1.18141470 -5.18743953 -4.05409563
595 596 597 598 599 600
0.53633981 -3.24520413 -2.32711244 -3.45424422 -3.24520413 -2.19998065
601 602 603 604 605 606
-2.19998065 0.46650336 -6.63867134 -3.04823590 -1.19998065 -2.19998065
607 608 609 610 611 612
-4.45424422 -3.32711244 -3.32711244 -1.07284887 -4.45424422 -1.07284887
613 614 615 616 617 618
-3.04202378 -6.62898169 -5.29280981 -6.41994160 -2.03854624 1.46998089
619 620 621 622 623 624
-5.29280981 -4.16567803 1.24230445 -1.19998065 -2.19998065 1.45134454
625 626 627 628 629 630
-4.45424422 -2.19998065 -3.12393208 -4.04202378 -3.32711244 -1.07284887
631 632 633 634 635 636
-6.62898169 -5.50184990 -5.62898169 -4.37471812 -5.41994160 1.24230445
637 638 639 640 641 642
-2.32711244 2.45134454 2.39045479 -3.32711244 -3.32711244 -4.24520413
643 644 645 646 647 648
-2.19998065 -3.32711244 -4.37233592 -4.45424422 -0.86966851 0.74573228
649 650 651 652 653 654
-6.02327054 -6.02327054 -6.02327054 -1.52716764 -3.24520413 0.05428292
655 656 657 658 659 660
-2.19998065 -3.45424422 -4.04823590 1.58742302 -1.99094056 -3.32711244
661 662 663 664 665 666
-4.45424422 -2.19998065 -3.32711244 -2.68527121 0.26925232 -1.47500368
667 668 669 670 671 672
-2.68527121 -0.71558886 -4.65495357 -4.24273313 -5.98600324 -7.58386439
673 674 675 676 677 678
-7.94389344 2.01195072 0.30228411 -2.15880652 -2.97822455 -4.31932584
679 680 681 682 683 684
-2.25217168 -3.15880652 -3.15880652 -1.12011048 -4.31932584 -3.17519279
685 686 687 688 689 690
-4.51629407 -4.31932584 -3.18726464 -2.05520344 -4.51629407 0.01195072
691 692 693 694 695 696
-4.51629407 -4.51629407 -3.18726464 -3.38423288 -3.38423288 -8.82377931
697 698 699 700 701 702
-8.55055091 -2.19998065 -3.32711244 -3.24520413 0.26332300 -2.19998065
703 704 705 706 707 708
-3.32711244 -3.32711244 -0.07284887 -2.19998065 -1.99680030 -4.25106387
709 710 711 712 713 714
-4.45424422 -3.45424422 -3.32711244 0.05428292 -3.32711244 -1.07284887
715 716 717 718 719 720
-1.07284887 -2.11807235 -1.99094056 7.94420540 1.18141470 -1.07284887
721 722 723 724 725 726
-2.19998065 -4.45424422 -2.19998065 -5.30835920 -6.43549098 1.65725948
727 728 729 730 731 732
4.56281005 -4.45424422 -3.04823590 1.37838294 -4.45424422 -3.32711244
733 734 735 736 737 738
2.18141470 -3.11807235 -4.45424422 -0.99094056 -1.19998065 -7.44170310
739 740 741 742 743 744
-0.67270028 -1.59079197 -2.19998065 -3.32711244 -2.92075173 -3.32711244
745 746 747 748 749 750
-2.92075173 -4.04788351 -6.21862760 1.37582554 0.37582554 -0.65597800
751 752 753 754 755 756
-4.11116201 -6.96189909 -6.31740667 -0.43486605 -0.22199605 -1.45076783
757 758 759 760 761 762
-7.58386439 -8.81911251 -3.38423288 0.01195072 -4.11028575 -4.51629407
763 764 765 766 767 768
1.14401192 1.14401192 -9.02074755 25.97925245 11.20566469 21.40884505
769 770 771 772 773 774
16.18243281 16.40884505 25.97925245 55.97925245 16.20566469 16.17622069
775 776 777 778 779 780
16.60581328 10.97925245 10.97925245 35.97925245 -8.96277136 0.44821939
781 782 783 784 785 786
-4.05409563 -5.18122742 2.30854648 -6.62659948 2.23893468 2.23893468
787 788 789 790 791 792
-6.42766769 -4.11116201 -7.58386439 -8.59368615 -9.02074755 20.97925245
793 794 795 796 797 798
-8.96277136 -1.47500368 -3.60410044 -5.57378280 -4.11116201 -3.24025736
799 800 801 802 803 804
2.83778112 -5.73033188 -8.81911251 -3.38423288 -9.02074755 -8.96277136
805 806 807 808 809 810
-3.32711244 -3.24520413 -4.20311497 0.90103939 2.65115512 0.26925232
811 812 813 814 815 816
2.11815254 -4.65495357 -4.18823360 -2.21855124 -3.20339242 -1.00729782
817 818 819 820 821 822
-1.99213900 2.70565465 3.66705689 5.86315149 0.26925232 -6.62463593
823 824 825 826 827 828
-4.11116201 -0.04755493 -1.62653399 -3.65833753 -3.09526024 -3.11116201
829 830 831 832 833 834
-6.58386439 -7.81911251 -2.02674532 -2.75279819 -4.29086772 -3.38423288
835 836 837 838 839 840
1.14401192 -1.80131896 -3.15880652 1.55002024 -8.59214083 15.97925245
841 842 843 844 845 846
-8.96277136 -5.58137601 -0.26375026 -6.20224133 -4.11116201 -0.88239024
847 848 849 850 851 852
-2.09526024 -1.89829201 -1.07935847 -2.07935847 -6.58386439 -7.56090995
853 854 855 856 857 858
-3.15369593 1.82392549 -2.76351444 -2.56033409 -8.59368615 -8.59115495
859 860 861 862 863 864
35.97925245 -7.96277136 -2.19998065 -0.71558886 -1.26497771 -6.18918360
865 866 867 868 869 870
-1.88239024 -2.89829201 -7.58386439 -4.85391533 1.41728733 -4.85391533
871 872 873 874 875 876
-7.41310419 -8.79433531 25.97925245 21.20566469 15.97925245 25.97925245
877 878 879 880 881 882
25.97925245 20.97925245 -3.59736707 -3.16876036 41.20467881 25.97925245
883 884 885 886 887 888
10.97925245 21.40884505 -7.91480182 -5.78282289 -6.93937197 -2.13046405
889 890 891 892 893 894
-1.51513364 -2.76351444 -4.85391533 -2.58328853 -0.28970729 -4.85391533
895 896 897 898 899 900
-3.80871488 -2.76351444 -3.60553453 -1.71831400 -3.80871488 -7.78633630
901 902 903 904 905 906
-0.01809460 -8.59270027 -4.51629407 -9.02074755 -8.96277136 -5.97582909
907 908 909 910 911 912
-0.06345670 0.96834684 -7.38068403 -8.81911251 -8.39517260 -8.75959100
913 914 915 916 917 918
-6.41559584 -3.09526024 -0.62653399 -6.50907461 -0.46431006 -0.99411343
919 920 921 922 923 924
-5.72341500 -2.67570968 0.38789740 -6.16578421 -3.60553453 -8.81911251
925 926 927 928 929 930
0.20891896 -9.02074755 -7.96277136 -1.70043003 -6.17279733 -1.88239024
931 932 933 934 935 936
-2.07935847 -2.07935847 -3.09526024 -2.89829201 -7.58386439 -5.39573204
937 938 939 940 941 942
-6.55038341 -7.72179561 1.30838598 0.26925232 -6.62463593 -6.35745215
943 944 945 946 947 948
0.32688645 -0.67311355 -3.80871488 -3.80871488 0.59751325 -0.44768720
949 950 951 952 953 954
-1.76351444 -3.42530862 -7.81911251 -2.25217168 -9.02074755 21.17622069
955 956 957 958 959 960
21.37940104 -8.96277136 -3.32711244 -1.19998065 3.43567827 -2.11807235
961 962 963 964 965 966
-0.07284887 -6.62463593 -7.38068403 -3.38010817 -3.80871488 -8.62214427
967 968 969 970 971 972
-9.02074755 -8.96277136 -2.19998065 0.49467868 -6.20125545 -6.58386439
973 974 975 976 977 978
-1.71831400 -1.71831400 -8.41310419 -9.02074755 -7.75373127 -6.20224133
979 980 981 982 983 984
-5.92785955 -6.38464607 -8.14030224 -8.96277136 -3.21827379 0.72109092
985 986 987 988 989 990
-6.39822369 -3.09526024 -3.88474977 -6.35745215 -8.39671792 -8.81756719
991 992 993 994 995 996
50.97925245 -8.96277136 -2.32711244 -1.70043003 -1.70043003 -0.71558886
997 998 999 1000 1001 1002
-6.62463593 -7.38068403 -3.58328853 -6.74113586 -2.33392185 -8.36727391
1003 1004 1005 1006 1007 1008
-8.39418672 -8.75959100 0.26925232 -6.62463593 -7.38068403 -8.61007242
1009 1010 1011 1012 1013 1014
-7.37194071 -7.13436844 -6.17279733 -7.38068403 -3.38010817 -8.59368615
1015 1016 1017 1018 1019 1020
-8.39418672 -7.55055091 -2.23343262 -1.70043003 -3.67011239 -5.18795615
1021 1022 1023 1024 1025 1026
-1.82707191 -2.04762441 1.13331136 -6.62463593 -7.58386439 -8.62214427
1027 1028 1029 1030 1031 1032
-9.02074755 6.40263293 6.60581328 21.18243281 20.97925245 11.40884505
1033 1034 1035 1036 1037 1038
21.40884505 15.97925245 35.97925245 31.20566469 15.97925245 20.97925245
1039 1040 1041 1042 1043 1044
16.40884505 55.97925245 -8.75959100 -6.42766769 -6.35745215 -8.81911251
1045 1046 1047 1048 1049 1050
-9.02074755 15.97925245 -8.75373127 -5.97582909 -1.89829201 -6.38068403
1051 1052 1053 1054 1055 1056
-8.41310419 -6.57137638 -1.25217168 1.14401192 -8.02074755 26.18243281
1057 1058 1059 1060 1061 1062
20.97925245 26.20566469 10.97925245 16.18243281 11.18243281 10.97925245
1063 1064 1065 1066 1067 1068
10.97925245 26.40884505 -8.81756719 -3.42984284 1.79558352 -3.00123613
1069 1070 1071 1072 1073 1074
1.99876387 21.40785917 -2.33116918 1.99255175 -3.00744825 11.99255175
1075 1076 1077 1078 1079 1080
6.99255175 36.40785917 17.10638424 10.97925245 -8.96277136 -1.07284887
1081 1082 1083 1084 1085 1086
-7.43549098 -7.22645090 -1.59700409 -6.62463593 -7.58386439 -3.80871488
1087 1088 1089 1090 1091 1092
-3.80871488 -3.80871488 -3.60553453 -7.61007242 -7.16876036 -7.13436844
1093 1094 1095 1096 1097 1098
-1.47401779 -0.71558886 -2.45885897 -6.62463593 -1.70043003 -2.47623112
1099 1100 1101 1102 1103 1104
0.49566456 -6.39920957 -4.11116201 -3.09526024 -7.58386439 -8.62214427
1105 1106 1107 1108 1109 1110
-9.02074755 -8.96277136 0.05428292 -3.32711244 -5.69881814 -6.82594992
1111 1112 1113 1114 1115 1116
-5.69881814 -6.82594992 -5.69881814 1.24816418 -3.11807235 -1.07284887
1117 1118 1119 1120 1121 1122
-6.17279733 -7.58386439 1.64271369 2.41728733 -7.59368615 -9.02074755
1123 1124 1125 1126 1127 1128
-3.62059896 11.40164705 36.40785917 -7.30287856 2.30854648 -4.45424422
1129 1130 1131 1132 1133 1134
-6.39920957 -7.58386439 -3.80871488 -8.81911251 -9.02074755 -8.96277136
1135 1136 1137 1138 1139 1140
0.05428292 -1.59143097 -4.54595451 -4.35448629 0.05610656 -3.43841045
1141 1142 1143 1144 1145 1146
-6.49253934 -4.54595451 -5.35448629 -5.58443412 5.84119348 -2.97822455
1147 1148 1149 1150 1151 1152
0.01195072 -8.62681107 -8.55641065 -5.22171457 -0.83637100 -4.78159544
1153 1154 1155 1156 1157 1158
-0.83637100 -2.45984486 -1.70043003 -6.62463593 -7.58386439 -8.81911251
1159 1160 1161 1162 1163 1164
-2.04313159 -9.02074755 -7.75373127 -6.62463593 -3.09526024 -7.58386439
1165 1166 1167 1168 1169 1170
-0.67311355 -3.80871488 -4.65073497 -7.76409030 -3.49149174 -3.49149174
1171 1172 1173 1174 1175 1176
-4.31126582 3.00513728 2.27773585 -6.68803720 -9.02074755 -8.96277136
1177 1178 1179 1180 1181 1182
-6.42766769 -3.11116201 -2.07935847 -7.58386439 -1.71831400 -8.81911251
1183 1184 1185 1186 1187 1188
-1.12011048 -2.97822455 -3.38423288 5.67225671 -4.51629407 -3.18726464
1189 1190 1191 1192 1193 1194
-0.91107039 -2.25217168 -7.71550943 -1.05520344 -3.08182763 1.35305201
1195 1196 1197 1198 1199 1200
-3.38423288 7.93637911 -5.43931518 -3.38423288 -3.17519279 -1.12011048
1201 1202 1203 1204 1205 1206
-7.70343758 -7.82377931 -8.96277136 -2.68527121 -5.76057689 -7.58386439
1207 1208 1209 1210 1211 1212
-7.41310419 -0.89468412 -9.02074755 -8.96277136 -1.07284887 1.18141470
1213 1214 1215 1216 1217 1218
-8.96277136 -2.32711244 -4.65495357 -4.01730677 0.14847018 2.11229281
1219 1220 1221 1222 1223 1224
-2.68527121 6.63013799 -6.17279733 -4.69161145 1.40379917 -5.72488538
1225 1226 1227 1228 1229 1230
1.37052525 -1.64390614 -6.14841206 -1.71831400 -2.76351444 -2.76351444
1231 1232 1233 1234 1235 1236
1.41728733 -4.85391533 0.50711236 -1.85391533 0.28168600 -2.38010817
1237 1238 1239 1240 1241 1242
-4.85391533 -5.89911577 -3.58328853 -3.80871488 -8.81911251 -9.02074755
1243 1244 1245 1246 1247 1248
-8.96277136 -1.07284887 1.26332300 3.43567827 -4.25106387 -3.12393208
1249 1250 1251 1252 1253 1254
3.72076693 -6.62463593 -7.58386439 -2.76351444 -3.80871488 -2.76351444
1255 1256 1257 1258 1259 1260
-9.03471710 -0.67311355 -2.76351444 -4.69593542 2.64271369 -8.81911251
1261 1262 1263 1264 1265 1266
-9.02074755 6.37940104 -8.55055091 -2.19998065 -2.19998065 -0.71558886
1267 1268 1269 1270 1271 1272
-7.18795615 -6.79896759 -1.87377582 -3.08502924 2.06558889 4.40372575
1273 1274 1275 1276 1277 1278
-0.08502781 2.20861704 7.01790052 1.22377586 -4.47623112 -3.03955135
1279 1280 1281 1282 1283 1284
-2.26375026 7.58466152 -8.39920957 -3.54611296 1.93940422 -0.10830109
1285 1286 1287 1288 1289 1290
0.50159236 -0.30143941 2.16581646 -0.89779062 0.71446236 -1.33324295
1291 1292 1293 1294 1295 1296
-2.54611296 -3.34914472 -4.13863425 -0.09092894 -1.33324295 0.51749413
1297 1298 1299 1300 1301 1302
-0.30143941 -2.33324295 4.76216767 1.51749413 0.71446236 -2.34914472
1303 1304 1305 1306 1307 1308
-7.01643313 -0.02184958 1.02335086 -9.22547322 1.14365953 4.53984313
1309
4.99069584
> postscript(file="/var/www/rcomp/tmp/6jypn1293441779.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 = 1309
Frequency = 1
lag(myerror, k = 1) myerror
0 -1.44376504 NA
1 -6.69134723 -1.44376504
2 -7.48230714 -6.69134723
3 -2.05568831 -7.48230714
4 -2.97378000 -2.05568831
5 2.85572200 -2.97378000
6 6.64933780 2.85572200
7 -0.39854156 6.64933780
8 4.59825459 -0.39854156
9 7.49138092 4.59825459
10 2.05890236 7.49138092
11 -3.49484826 2.05890236
12 -2.57089683 -3.49484826
13 -1.44376504 -2.57089683
14 9.61851271 -1.44376504
15 -3.70043003 9.61851271
16 1.42695621 -3.70043003
17 -1.07572873 1.42695621
18 -0.29406790 -1.07572873
19 -0.74590650 -0.29406790
20 1.86142266 -0.74590650
21 -1.85152982 1.86142266
22 0.46436104 -1.85152982
23 -2.26375026 0.46436104
24 -3.24859144 -2.26375026
25 -3.70043003 -3.24859144
26 -4.25080477 -3.70043003
27 -1.06986899 -4.25080477
28 -2.26375026 -1.06986899
29 0.46436104 -2.26375026
30 -0.74590650 0.46436104
31 -2.49016250 -0.74590650
32 3.64529681 -2.49016250
33 0.69077328 3.64529681
34 0.23893468 0.69077328
35 -3.24859144 0.23893468
36 -7.77264874 -3.24859144
37 0.51749413 -7.77264874
38 1.53339590 0.51749413
39 -8.42865357 1.53339590
40 0.18133077 -8.42865357
41 3.54235846 0.18133077
42 5.54235846 3.54235846
43 0.40675713 5.54235846
44 0.20357678 0.40675713
45 -9.22547322 0.20357678
46 0.94669130 -9.22547322
47 3.40778193 0.94669130
48 -0.18536990 3.40778193
49 5.53984313 -0.18536990
50 -0.52647119 5.53984313
51 -2.65853239 -0.52647119
52 -4.92265478 -2.65853239
53 -5.84567589 -4.92265478
54 -3.42328130 -5.84567589
55 2.04005646 -3.42328130
56 2.23702469 2.04005646
57 4.09513877 2.23702469
58 -9.00923513 4.09513877
59 30.75814051 -9.00923513
60 71.18773311 30.75814051
61 40.75814051 71.18773311
62 41.18773311 40.75814051
63 20.98455275 41.18773311
64 26.18773311 20.98455275
65 30.99076487 26.18773311
66 20.99076487 30.99076487
67 35.78758452 20.99076487
68 -8.00958751 35.78758452
69 -2.71558886 -8.00958751
70 -2.50654877 -2.71558886
71 -3.03955135 -2.50654877
72 -8.17279733 -3.03955135
73 1.53339590 -8.17279733
74 -0.30143941 1.53339590
75 0.93704468 -0.30143941
76 5.21352177 0.93704468
77 4.16434608 5.21352177
78 -6.97582909 4.16434608
79 5.20415264 -6.97582909
80 0.36254257 5.20415264
81 5.04038338 0.36254257
82 0.38478857 5.04038338
83 0.13613033 0.38478857
84 3.49715802 0.13613033
85 -2.95427056 3.49715802
86 -1.90907011 -2.95427056
87 -1.88682411 -1.90907011
88 -1.95427056 -1.88682411
89 -0.23081928 -1.95427056
90 -4.04467144 -0.23081928
91 3.49715802 -4.04467144
92 -6.95386054 3.49715802
93 2.72455614 -6.95386054
94 2.47518946 2.72455614
95 -1.95427056 2.47518946
96 2.67836981 -1.95427056
97 2.45195757 2.67836981
98 2.45195757 2.45195757
99 -0.06705003 2.45195757
100 -3.99947100 -0.06705003
101 -0.41203107 -3.99947100
102 2.49715802 -0.41203107
103 0.15837633 2.49715802
104 -9.00004686 0.15837633
105 -9.00923513 -9.00004686
106 -8.20655575 -9.00923513
107 0.60145844 -8.20655575
108 -2.65280513 0.60145844
109 -1.56741929 -2.65280513
110 -0.44028751 -1.56741929
111 -1.56741929 -0.44028751
112 -3.90359117 -1.56741929
113 6.22817065 -3.90359117
114 6.31007896 6.22817065
115 -1.44376504 6.31007896
116 -9.41559584 -1.44376504
117 3.26208271 -9.41559584
118 1.93177057 3.26208271
119 -3.03955135 1.93177057
120 4.05165752 -3.03955135
121 1.86142266 4.05165752
122 -7.76057689 1.86142266
123 -0.49840764 -7.76057689
124 -1.09092894 -0.49840764
125 2.75980814 -1.09092894
126 -1.31734118 2.75980814
127 -2.34914472 -1.31734118
128 1.92350245 -2.34914472
129 -2.33707287 1.92350245
130 1.73036413 -2.33707287
131 -7.99906098 1.73036413
132 7.47477944 -7.99906098
133 2.27173166 7.47477944
134 -5.04467144 2.27173166
135 -0.84162367 -5.04467144
136 3.54334434 -0.84162367
137 -3.54763241 3.54334434
138 0.40774301 -3.54763241
139 1.47518946 0.40774301
140 -3.99947100 1.47518946
141 -2.99947100 -3.99947100
142 2.45195757 -2.99947100
143 2.22653122 2.45195757
144 -8.00004686 2.22653122
145 0.73765121 -8.00004686
146 -0.89503651 0.73765121
147 -0.16898363 -0.89503651
148 -2.44949230 -0.16898363
149 -9.21241548 -2.44949230
150 15.99076487 -9.21241548
151 45.75814051 15.99076487
152 46.41315946 45.75814051
153 35.78659863 46.41315946
154 -9.41559584 35.78659863
155 2.98285379 -9.41559584
156 -3.50106038 2.98285379
157 2.13459854 -3.50106038
158 4.39507423 2.13459854
159 0.93177057 4.39507423
160 -0.11345291 0.93177057
161 -0.52567335 -0.11345291
162 0.80463879 -0.52567335
163 -1.73074768 0.80463879
164 -0.08502781 -1.73074768
165 1.67561445 -0.08502781
166 1.45018810 1.67561445
167 1.44920221 1.45018810
168 1.22377586 1.44920221
169 -1.73074768 1.22377586
170 3.19345821 -1.73074768
171 0.23893468 3.19345821
172 -8.21862760 0.23893468
173 1.94087460 -8.21862760
174 0.94087460 1.94087460
175 -7.20224133 0.94087460
176 -0.86386967 -7.20224133
177 1.45195757 -0.86386967
178 -2.72884420 1.45195757
179 -1.68364376 -2.72884420
180 -9.22547322 -1.68364376
181 0.73765121 -9.22547322
182 3.40778193 0.73765121
183 -4.51664646 3.40778193
184 4.40778193 -4.51664646
185 -1.65853239 4.40778193
186 -3.38458526 -1.65853239
187 -2.65853239 -3.38458526
188 4.53984313 -2.65853239
189 -5.64870766 4.53984313
190 -1.65853239 -5.64870766
191 -4.51664646 -1.65853239
192 -9.21241548 -4.51664646
193 10.75814051 -9.21241548
194 11.18773311 10.75814051
195 15.99076487 11.18773311
196 40.56117228 15.99076487
197 45.56117228 40.56117228
198 30.78758452 45.56117228
199 20.75814051 30.78758452
200 -8.00337539 20.75814051
201 5.23711736 -8.00337539
202 1.13495093 5.23711736
203 -0.11345291 1.13495093
204 1.01367888 -0.11345291
205 -1.44962478 1.01367888
206 2.98285379 -1.44962478
207 1.85572200 2.98285379
208 -0.20157333 1.85572200
209 -0.11345291 -0.20157333
210 -2.36771647 -0.11345291
211 4.50392204 -2.36771647
212 -3.30409214 4.50392204
213 5.23711736 -3.30409214
214 0.81049852 5.23711736
215 -3.47500368 0.81049852
216 4.83331834 -3.47500368
217 -2.51240850 4.83331834
218 -8.62463593 -2.51240850
219 1.53339590 -8.62463593
220 -3.54611296 1.53339590
221 -2.53021119 -3.54611296
222 -3.12273248 -2.53021119
223 -3.33560249 -3.12273248
224 -4.13863425 -3.33560249
225 -1.10683071 -4.13863425
226 3.74626590 -1.10683071
227 1.53339590 3.74626590
228 3.76216767 1.53339590
229 0.71063244 3.76216767
230 -8.22547322 0.71063244
231 -4.20265136 -8.22547322
232 -9.22547322 -4.20265136
233 1.14365953 -9.22547322
234 -0.52647119 1.14365953
235 0.94669130 -0.52647119
236 -9.43882772 0.94669130
237 25.99076487 -9.43882772
238 40.56117228 25.99076487
239 30.56117228 40.56117228
240 25.99076487 30.56117228
241 45.75814051 25.99076487
242 46.18773311 45.75814051
243 25.56117228 46.18773311
244 6.18152099 25.56117228
245 11.83555406 6.18152099
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1285 -0.30143941 0.50159236
1286 2.16581646 -0.30143941
1287 -0.89779062 2.16581646
1288 0.71446236 -0.89779062
1289 -1.33324295 0.71446236
1290 -2.54611296 -1.33324295
1291 -3.34914472 -2.54611296
1292 -4.13863425 -3.34914472
1293 -0.09092894 -4.13863425
1294 -1.33324295 -0.09092894
1295 0.51749413 -1.33324295
1296 -0.30143941 0.51749413
1297 -2.33324295 -0.30143941
1298 4.76216767 -2.33324295
1299 1.51749413 4.76216767
1300 0.71446236 1.51749413
1301 -2.34914472 0.71446236
1302 -7.01643313 -2.34914472
1303 -0.02184958 -7.01643313
1304 1.02335086 -0.02184958
1305 -9.22547322 1.02335086
1306 1.14365953 -9.22547322
1307 4.53984313 1.14365953
1308 4.99069584 4.53984313
1309 NA 4.99069584
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] -6.69134723 -1.44376504
[2,] -7.48230714 -6.69134723
[3,] -2.05568831 -7.48230714
[4,] -2.97378000 -2.05568831
[5,] 2.85572200 -2.97378000
[6,] 6.64933780 2.85572200
[7,] -0.39854156 6.64933780
[8,] 4.59825459 -0.39854156
[9,] 7.49138092 4.59825459
[10,] 2.05890236 7.49138092
[11,] -3.49484826 2.05890236
[12,] -2.57089683 -3.49484826
[13,] -1.44376504 -2.57089683
[14,] 9.61851271 -1.44376504
[15,] -3.70043003 9.61851271
[16,] 1.42695621 -3.70043003
[17,] -1.07572873 1.42695621
[18,] -0.29406790 -1.07572873
[19,] -0.74590650 -0.29406790
[20,] 1.86142266 -0.74590650
[21,] -1.85152982 1.86142266
[22,] 0.46436104 -1.85152982
[23,] -2.26375026 0.46436104
[24,] -3.24859144 -2.26375026
[25,] -3.70043003 -3.24859144
[26,] -4.25080477 -3.70043003
[27,] -1.06986899 -4.25080477
[28,] -2.26375026 -1.06986899
[29,] 0.46436104 -2.26375026
[30,] -0.74590650 0.46436104
[31,] -2.49016250 -0.74590650
[32,] 3.64529681 -2.49016250
[33,] 0.69077328 3.64529681
[34,] 0.23893468 0.69077328
[35,] -3.24859144 0.23893468
[36,] -7.77264874 -3.24859144
[37,] 0.51749413 -7.77264874
[38,] 1.53339590 0.51749413
[39,] -8.42865357 1.53339590
[40,] 0.18133077 -8.42865357
[41,] 3.54235846 0.18133077
[42,] 5.54235846 3.54235846
[43,] 0.40675713 5.54235846
[44,] 0.20357678 0.40675713
[45,] -9.22547322 0.20357678
[46,] 0.94669130 -9.22547322
[47,] 3.40778193 0.94669130
[48,] -0.18536990 3.40778193
[49,] 5.53984313 -0.18536990
[50,] -0.52647119 5.53984313
[51,] -2.65853239 -0.52647119
[52,] -4.92265478 -2.65853239
[53,] -5.84567589 -4.92265478
[54,] -3.42328130 -5.84567589
[55,] 2.04005646 -3.42328130
[56,] 2.23702469 2.04005646
[57,] 4.09513877 2.23702469
[58,] -9.00923513 4.09513877
[59,] 30.75814051 -9.00923513
[60,] 71.18773311 30.75814051
[61,] 40.75814051 71.18773311
[62,] 41.18773311 40.75814051
[63,] 20.98455275 41.18773311
[64,] 26.18773311 20.98455275
[65,] 30.99076487 26.18773311
[66,] 20.99076487 30.99076487
[67,] 35.78758452 20.99076487
[68,] -8.00958751 35.78758452
[69,] -2.71558886 -8.00958751
[70,] -2.50654877 -2.71558886
[71,] -3.03955135 -2.50654877
[72,] -8.17279733 -3.03955135
[73,] 1.53339590 -8.17279733
[74,] -0.30143941 1.53339590
[75,] 0.93704468 -0.30143941
[76,] 5.21352177 0.93704468
[77,] 4.16434608 5.21352177
[78,] -6.97582909 4.16434608
[79,] 5.20415264 -6.97582909
[80,] 0.36254257 5.20415264
[81,] 5.04038338 0.36254257
[82,] 0.38478857 5.04038338
[83,] 0.13613033 0.38478857
[84,] 3.49715802 0.13613033
[85,] -2.95427056 3.49715802
[86,] -1.90907011 -2.95427056
[87,] -1.88682411 -1.90907011
[88,] -1.95427056 -1.88682411
[89,] -0.23081928 -1.95427056
[90,] -4.04467144 -0.23081928
[91,] 3.49715802 -4.04467144
[92,] -6.95386054 3.49715802
[93,] 2.72455614 -6.95386054
[94,] 2.47518946 2.72455614
[95,] -1.95427056 2.47518946
[96,] 2.67836981 -1.95427056
[97,] 2.45195757 2.67836981
[98,] 2.45195757 2.45195757
[99,] -0.06705003 2.45195757
[100,] -3.99947100 -0.06705003
[101,] -0.41203107 -3.99947100
[102,] 2.49715802 -0.41203107
[103,] 0.15837633 2.49715802
[104,] -9.00004686 0.15837633
[105,] -9.00923513 -9.00004686
[106,] -8.20655575 -9.00923513
[107,] 0.60145844 -8.20655575
[108,] -2.65280513 0.60145844
[109,] -1.56741929 -2.65280513
[110,] -0.44028751 -1.56741929
[111,] -1.56741929 -0.44028751
[112,] -3.90359117 -1.56741929
[113,] 6.22817065 -3.90359117
[114,] 6.31007896 6.22817065
[115,] -1.44376504 6.31007896
[116,] -9.41559584 -1.44376504
[117,] 3.26208271 -9.41559584
[118,] 1.93177057 3.26208271
[119,] -3.03955135 1.93177057
[120,] 4.05165752 -3.03955135
[121,] 1.86142266 4.05165752
[122,] -7.76057689 1.86142266
[123,] -0.49840764 -7.76057689
[124,] -1.09092894 -0.49840764
[125,] 2.75980814 -1.09092894
[126,] -1.31734118 2.75980814
[127,] -2.34914472 -1.31734118
[128,] 1.92350245 -2.34914472
[129,] -2.33707287 1.92350245
[130,] 1.73036413 -2.33707287
[131,] -7.99906098 1.73036413
[132,] 7.47477944 -7.99906098
[133,] 2.27173166 7.47477944
[134,] -5.04467144 2.27173166
[135,] -0.84162367 -5.04467144
[136,] 3.54334434 -0.84162367
[137,] -3.54763241 3.54334434
[138,] 0.40774301 -3.54763241
[139,] 1.47518946 0.40774301
[140,] -3.99947100 1.47518946
[141,] -2.99947100 -3.99947100
[142,] 2.45195757 -2.99947100
[143,] 2.22653122 2.45195757
[144,] -8.00004686 2.22653122
[145,] 0.73765121 -8.00004686
[146,] -0.89503651 0.73765121
[147,] -0.16898363 -0.89503651
[148,] -2.44949230 -0.16898363
[149,] -9.21241548 -2.44949230
[150,] 15.99076487 -9.21241548
[151,] 45.75814051 15.99076487
[152,] 46.41315946 45.75814051
[153,] 35.78659863 46.41315946
[154,] -9.41559584 35.78659863
[155,] 2.98285379 -9.41559584
[156,] -3.50106038 2.98285379
[157,] 2.13459854 -3.50106038
[158,] 4.39507423 2.13459854
[159,] 0.93177057 4.39507423
[160,] -0.11345291 0.93177057
[161,] -0.52567335 -0.11345291
[162,] 0.80463879 -0.52567335
[163,] -1.73074768 0.80463879
[164,] -0.08502781 -1.73074768
[165,] 1.67561445 -0.08502781
[166,] 1.45018810 1.67561445
[167,] 1.44920221 1.45018810
[168,] 1.22377586 1.44920221
[169,] -1.73074768 1.22377586
[170,] 3.19345821 -1.73074768
[171,] 0.23893468 3.19345821
[172,] -8.21862760 0.23893468
[173,] 1.94087460 -8.21862760
[174,] 0.94087460 1.94087460
[175,] -7.20224133 0.94087460
[176,] -0.86386967 -7.20224133
[177,] 1.45195757 -0.86386967
[178,] -2.72884420 1.45195757
[179,] -1.68364376 -2.72884420
[180,] -9.22547322 -1.68364376
[181,] 0.73765121 -9.22547322
[182,] 3.40778193 0.73765121
[183,] -4.51664646 3.40778193
[184,] 4.40778193 -4.51664646
[185,] -1.65853239 4.40778193
[186,] -3.38458526 -1.65853239
[187,] -2.65853239 -3.38458526
[188,] 4.53984313 -2.65853239
[189,] -5.64870766 4.53984313
[190,] -1.65853239 -5.64870766
[191,] -4.51664646 -1.65853239
[192,] -9.21241548 -4.51664646
[193,] 10.75814051 -9.21241548
[194,] 11.18773311 10.75814051
[195,] 15.99076487 11.18773311
[196,] 40.56117228 15.99076487
[197,] 45.56117228 40.56117228
[198,] 30.78758452 45.56117228
[199,] 20.75814051 30.78758452
[200,] -8.00337539 20.75814051
[201,] 5.23711736 -8.00337539
[202,] 1.13495093 5.23711736
[203,] -0.11345291 1.13495093
[204,] 1.01367888 -0.11345291
[205,] -1.44962478 1.01367888
[206,] 2.98285379 -1.44962478
[207,] 1.85572200 2.98285379
[208,] -0.20157333 1.85572200
[209,] -0.11345291 -0.20157333
[210,] -2.36771647 -0.11345291
[211,] 4.50392204 -2.36771647
[212,] -3.30409214 4.50392204
[213,] 5.23711736 -3.30409214
[214,] 0.81049852 5.23711736
[215,] -3.47500368 0.81049852
[216,] 4.83331834 -3.47500368
[217,] -2.51240850 4.83331834
[218,] -8.62463593 -2.51240850
[219,] 1.53339590 -8.62463593
[220,] -3.54611296 1.53339590
[221,] -2.53021119 -3.54611296
[222,] -3.12273248 -2.53021119
[223,] -3.33560249 -3.12273248
[224,] -4.13863425 -3.33560249
[225,] -1.10683071 -4.13863425
[226,] 3.74626590 -1.10683071
[227,] 1.53339590 3.74626590
[228,] 3.76216767 1.53339590
[229,] 0.71063244 3.76216767
[230,] -8.22547322 0.71063244
[231,] -4.20265136 -8.22547322
[232,] -9.22547322 -4.20265136
[233,] 1.14365953 -9.22547322
[234,] -0.52647119 1.14365953
[235,] 0.94669130 -0.52647119
[236,] -9.43882772 0.94669130
[237,] 25.99076487 -9.43882772
[238,] 40.56117228 25.99076487
[239,] 30.56117228 40.56117228
[240,] 25.99076487 30.56117228
[241,] 45.75814051 25.99076487
[242,] 46.18773311 45.75814051
[243,] 25.56117228 46.18773311
[244,] 6.18152099 25.56117228
[245,] 11.83555406 6.18152099
[246,] 16.83555406 11.83555406
[247,] 56.20899323 16.83555406
[248,] 41.86401218 56.20899323
[249,] -7.73931677 41.86401218
[250,] -2.57089683 -7.73931677
[251,] -1.50532132 -2.57089683
[252,] -2.05471017 -1.50532132
[253,] -1.27890908 -2.05471017
[254,] -0.52048014 -1.27890908
[255,] -1.27890908 -0.52048014
[256,] 1.44920221 -1.27890908
[257,] -0.53686641 1.44920221
[258,] 3.85433690 -0.53686641
[259,] -2.49016250 3.85433690
[260,] 3.41888457 -2.49016250
[261,] 3.19345821 3.41888457
[262,] -3.70043003 3.19345821
[263,] -8.41559584 -3.70043003
[264,] -4.36504649 -8.41559584
[265,] -2.12273248 -4.36504649
[266,] -3.12273248 -2.12273248
[267,] -5.17043779 -3.12273248
[268,] 1.13254254 -5.17043779
[269,] 0.13401292 1.13254254
[270,] 5.00065177 0.13401292
[271,] -7.99906098 5.00065177
[272,] -0.68364376 -7.99906098
[273,] 4.15895219 -0.68364376
[274,] 2.27173166 4.15895219
[275,] 1.18133077 2.27173166
[276,] 3.49715802 1.18133077
[277,] -8.00004686 3.49715802
[278,] 5.67190433 -8.00004686
[279,] 6.39795720 5.67190433
[280,] 5.68829060 6.39795720
[281,] 5.49132236 5.68829060
[282,] 2.27572073 5.49132236
[283,] -4.51664646 2.27572073
[284,] 5.00177361 -4.51664646
[285,] 1.23702469 5.00177361
[286,] 3.30417885 1.23702469
[287,] -8.58684054 3.30417885
[288,] 40.75814051 -8.58684054
[289,] 11.01301087 40.75814051
[290,] 31.63858582 11.01301087
[291,] -7.98112939 31.63858582
[292,] -0.52567335 -7.98112939
[293,] -0.39854156 -0.52567335
[294,] 5.23711736 -0.39854156
[295,] 1.85572200 5.23711736
[296,] -0.31663326 1.85572200
[297,] 5.44029771 -0.31663326
[298,] 5.52220602 5.44029771
[299,] 4.10998557 5.52220602
[300,] 3.17982202 4.10998557
[301,] -3.58296868 3.17982202
[302,] 4.19189388 -3.58296868
[303,] 0.07730321 4.19189388
[304,] 4.51013416 0.07730321
[305,] 2.33777890 4.51013416
[306,] 2.25587059 2.33777890
[307,] -2.25886866 2.25587059
[308,] 3.46491068 -2.25886866
[309,] -2.57089683 3.46491068
[310,] 3.17982202 -2.57089683
[311,] -2.58296868 3.17982202
[312,] -1.73074768 -2.58296868
[313,] -7.97582909 -1.73074768
[314,] 4.58110121 -7.97582909
[315,] -0.30143941 4.58110121
[316,] -1.53021119 -0.30143941
[317,] -1.88140435 -1.53021119
[318,] -1.07837259 -1.88140435
[319,] -4.33658837 -1.07837259
[320,] -3.32068660 -4.33658837
[321,] -1.28888306 -3.32068660
[322,] 0.15039919 -1.28888306
[323,] 5.01703803 0.15039919
[324,] -4.33658837 5.01703803
[325,] -3.32068660 -4.33658837
[326,] -0.07601305 -3.32068660
[327,] -1.30478483 -0.07601305
[328,] 2.77472402 -1.30478483
[329,] -1.09191482 2.77472402
[330,] -3.91320789 -1.09191482
[331,] -1.07837259 -3.91320789
[332,] -7.18732545 -1.07837259
[333,] -6.52546088 -7.18732545
[334,] -3.49365734 -6.52546088
[335,] 1.58585152 -3.49365734
[336,] 0.53520544 1.58585152
[337,] -4.13962013 0.53520544
[338,] -2.32068660 -4.13962013
[339,] -2.30478483 -2.32068660
[340,] 0.74292048 -2.30478483
[341,] -2.30478483 0.74292048
[342,] -3.12371836 -2.30478483
[343,] -4.15552190 -3.12371836
[344,] 5.20870597 -4.15552190
[345,] 0.35943928 5.20870597
[346,] -2.70416781 0.35943928
[347,] -2.09427436 -2.70416781
[348,] 0.15039919 -2.09427436
[349,] -2.32068660 0.15039919
[350,] 0.74292048 -2.32068660
[351,] 0.93988872 0.74292048
[352,] -6.18732545 0.93988872
[353,] -1.68973642 -6.18732545
[354,] -2.68826604 -1.68973642
[355,] 0.34353751 -2.68826604
[356,] -7.00625898 0.34353751
[357,] -5.05088356 -7.00625898
[358,] 0.17511865 -5.05088356
[359,] 3.49094590 0.17511865
[360,] 3.26551954 3.49094590
[361,] -0.87008179 3.26551954
[362,] -1.96048268 -0.87008179
[363,] -2.57707641 -1.96048268
[364,] 1.83013760 -2.57707641
[365,] -2.28223184 1.83013760
[366,] -1.75730232 -2.28223184
[367,] -1.73505632 -1.75730232
[368,] -2.96048268 -1.73505632
[369,] -3.80250277 -2.96048268
[370,] -6.93810410 -3.80250277
[371,] -1.23703140 -6.93810410
[372,] -0.48568964 -1.23703140
[373,] -2.35066417 -0.48568964
[374,] -2.73505632 -2.35066417
[375,] -8.59989827 -2.73505632
[376,] -3.58741323 -8.59989827
[377,] -9.22978763 -3.58741323
[378,] 1.19359284 -9.22978763
[379,] 10.99563872 1.19359284
[380,] 41.19980496 10.99563872
[381,] 21.65065767 41.19980496
[382,] 25.77021237 21.65065767
[383,] 10.77021237 25.77021237
[384,] 20.96718060 10.77021237
[385,] 16.39677320 20.96718060
[386,] 15.77021237 16.39677320
[387,] 10.77021237 15.77021237
[388,] 11.19980496 10.77021237
[389,] 26.42523132 11.19980496
[390,] 45.99563872 26.42523132
[391,] 0.99662461 45.99563872
[392,] 36.41803332 0.99662461
[393,] 26.62219955 36.41803332
[394,] 21.62219955 26.62219955
[395,] 21.39677320 21.62219955
[396,] 15.77021237 21.39677320
[397,] 15.77021237 15.77021237
[398,] 10.77021237 15.77021237
[399,] 30.96718060 10.77021237
[400,] 21.39677320 30.96718060
[401,] 10.77021237 21.39677320
[402,] 30.77021237 10.77021237
[403,] -9.18918360 30.77021237
[404,] 0.03691076 -9.18918360
[405,] -1.29926111 0.03691076
[406,] 0.03105103 -1.29926111
[407,] -1.09608075 0.03105103
[408,] -0.09022102 -1.09608075
[409,] -4.68065646 -0.09022102
[410,] -2.42639289 -4.68065646
[411,] 2.08213424 -2.42639289
[412,] -3.35034432 2.08213424
[413,] -3.35034432 -3.35034432
[414,] -3.55352468 -3.35034432
[415,] -3.55352468 -3.55352468
[416,] -1.29926111 -3.55352468
[417,] -2.42639289 -1.29926111
[418,] 3.20926603 -2.42639289
[419,] -2.42639289 3.20926603
[420,] -6.66190322 -2.42639289
[421,] -1.95054812 -6.66190322
[422,] 0.95500246 -1.95054812
[423,] -5.52891170 0.95500246
[424,] -2.22942466 -5.52891170
[425,] 6.46352960 -2.22942466
[426,] -2.42639289 6.46352960
[427,] -5.33194347 -2.42639289
[428,] 1.35515105 -5.33194347
[429,] 2.56419114 1.35515105
[430,] -1.74736776 2.56419114
[431,] -1.74736776 -1.74736776
[432,] 2.67925107 -1.74736776
[433,] 3.88829116 2.67925107
[434,] 4.41830612 3.88829116
[435,] -3.14716397 4.41830612
[436,] -0.89290040 -3.14716397
[437,] -3.14716397 -0.89290040
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[1298,] 4.76216767 -2.33324295
[1299,] 1.51749413 4.76216767
[1300,] 0.71446236 1.51749413
[1301,] -2.34914472 0.71446236
[1302,] -7.01643313 -2.34914472
[1303,] -0.02184958 -7.01643313
[1304,] 1.02335086 -0.02184958
[1305,] -9.22547322 1.02335086
[1306,] 1.14365953 -9.22547322
[1307,] 4.53984313 1.14365953
[1308,] 4.99069584 4.53984313
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 -6.69134723 -1.44376504
2 -7.48230714 -6.69134723
3 -2.05568831 -7.48230714
4 -2.97378000 -2.05568831
5 2.85572200 -2.97378000
6 6.64933780 2.85572200
7 -0.39854156 6.64933780
8 4.59825459 -0.39854156
9 7.49138092 4.59825459
10 2.05890236 7.49138092
11 -3.49484826 2.05890236
12 -2.57089683 -3.49484826
13 -1.44376504 -2.57089683
14 9.61851271 -1.44376504
15 -3.70043003 9.61851271
16 1.42695621 -3.70043003
17 -1.07572873 1.42695621
18 -0.29406790 -1.07572873
19 -0.74590650 -0.29406790
20 1.86142266 -0.74590650
21 -1.85152982 1.86142266
22 0.46436104 -1.85152982
23 -2.26375026 0.46436104
24 -3.24859144 -2.26375026
25 -3.70043003 -3.24859144
26 -4.25080477 -3.70043003
27 -1.06986899 -4.25080477
28 -2.26375026 -1.06986899
29 0.46436104 -2.26375026
30 -0.74590650 0.46436104
31 -2.49016250 -0.74590650
32 3.64529681 -2.49016250
33 0.69077328 3.64529681
34 0.23893468 0.69077328
35 -3.24859144 0.23893468
36 -7.77264874 -3.24859144
37 0.51749413 -7.77264874
38 1.53339590 0.51749413
39 -8.42865357 1.53339590
40 0.18133077 -8.42865357
41 3.54235846 0.18133077
42 5.54235846 3.54235846
43 0.40675713 5.54235846
44 0.20357678 0.40675713
45 -9.22547322 0.20357678
46 0.94669130 -9.22547322
47 3.40778193 0.94669130
48 -0.18536990 3.40778193
49 5.53984313 -0.18536990
50 -0.52647119 5.53984313
51 -2.65853239 -0.52647119
52 -4.92265478 -2.65853239
53 -5.84567589 -4.92265478
54 -3.42328130 -5.84567589
55 2.04005646 -3.42328130
56 2.23702469 2.04005646
57 4.09513877 2.23702469
58 -9.00923513 4.09513877
59 30.75814051 -9.00923513
60 71.18773311 30.75814051
61 40.75814051 71.18773311
62 41.18773311 40.75814051
63 20.98455275 41.18773311
64 26.18773311 20.98455275
65 30.99076487 26.18773311
66 20.99076487 30.99076487
67 35.78758452 20.99076487
68 -8.00958751 35.78758452
69 -2.71558886 -8.00958751
70 -2.50654877 -2.71558886
71 -3.03955135 -2.50654877
72 -8.17279733 -3.03955135
73 1.53339590 -8.17279733
74 -0.30143941 1.53339590
75 0.93704468 -0.30143941
76 5.21352177 0.93704468
77 4.16434608 5.21352177
78 -6.97582909 4.16434608
79 5.20415264 -6.97582909
80 0.36254257 5.20415264
81 5.04038338 0.36254257
82 0.38478857 5.04038338
83 0.13613033 0.38478857
84 3.49715802 0.13613033
85 -2.95427056 3.49715802
86 -1.90907011 -2.95427056
87 -1.88682411 -1.90907011
88 -1.95427056 -1.88682411
89 -0.23081928 -1.95427056
90 -4.04467144 -0.23081928
91 3.49715802 -4.04467144
92 -6.95386054 3.49715802
93 2.72455614 -6.95386054
94 2.47518946 2.72455614
95 -1.95427056 2.47518946
96 2.67836981 -1.95427056
97 2.45195757 2.67836981
98 2.45195757 2.45195757
99 -0.06705003 2.45195757
100 -3.99947100 -0.06705003
101 -0.41203107 -3.99947100
102 2.49715802 -0.41203107
103 0.15837633 2.49715802
104 -9.00004686 0.15837633
105 -9.00923513 -9.00004686
106 -8.20655575 -9.00923513
107 0.60145844 -8.20655575
108 -2.65280513 0.60145844
109 -1.56741929 -2.65280513
110 -0.44028751 -1.56741929
111 -1.56741929 -0.44028751
112 -3.90359117 -1.56741929
113 6.22817065 -3.90359117
114 6.31007896 6.22817065
115 -1.44376504 6.31007896
116 -9.41559584 -1.44376504
117 3.26208271 -9.41559584
118 1.93177057 3.26208271
119 -3.03955135 1.93177057
120 4.05165752 -3.03955135
121 1.86142266 4.05165752
122 -7.76057689 1.86142266
123 -0.49840764 -7.76057689
124 -1.09092894 -0.49840764
125 2.75980814 -1.09092894
126 -1.31734118 2.75980814
127 -2.34914472 -1.31734118
128 1.92350245 -2.34914472
129 -2.33707287 1.92350245
130 1.73036413 -2.33707287
131 -7.99906098 1.73036413
132 7.47477944 -7.99906098
133 2.27173166 7.47477944
134 -5.04467144 2.27173166
135 -0.84162367 -5.04467144
136 3.54334434 -0.84162367
137 -3.54763241 3.54334434
138 0.40774301 -3.54763241
139 1.47518946 0.40774301
140 -3.99947100 1.47518946
141 -2.99947100 -3.99947100
142 2.45195757 -2.99947100
143 2.22653122 2.45195757
144 -8.00004686 2.22653122
145 0.73765121 -8.00004686
146 -0.89503651 0.73765121
147 -0.16898363 -0.89503651
148 -2.44949230 -0.16898363
149 -9.21241548 -2.44949230
150 15.99076487 -9.21241548
151 45.75814051 15.99076487
152 46.41315946 45.75814051
153 35.78659863 46.41315946
154 -9.41559584 35.78659863
155 2.98285379 -9.41559584
156 -3.50106038 2.98285379
157 2.13459854 -3.50106038
158 4.39507423 2.13459854
159 0.93177057 4.39507423
160 -0.11345291 0.93177057
161 -0.52567335 -0.11345291
162 0.80463879 -0.52567335
163 -1.73074768 0.80463879
164 -0.08502781 -1.73074768
165 1.67561445 -0.08502781
166 1.45018810 1.67561445
167 1.44920221 1.45018810
168 1.22377586 1.44920221
169 -1.73074768 1.22377586
170 3.19345821 -1.73074768
171 0.23893468 3.19345821
172 -8.21862760 0.23893468
173 1.94087460 -8.21862760
174 0.94087460 1.94087460
175 -7.20224133 0.94087460
176 -0.86386967 -7.20224133
177 1.45195757 -0.86386967
178 -2.72884420 1.45195757
179 -1.68364376 -2.72884420
180 -9.22547322 -1.68364376
181 0.73765121 -9.22547322
182 3.40778193 0.73765121
183 -4.51664646 3.40778193
184 4.40778193 -4.51664646
185 -1.65853239 4.40778193
186 -3.38458526 -1.65853239
187 -2.65853239 -3.38458526
188 4.53984313 -2.65853239
189 -5.64870766 4.53984313
190 -1.65853239 -5.64870766
191 -4.51664646 -1.65853239
192 -9.21241548 -4.51664646
193 10.75814051 -9.21241548
194 11.18773311 10.75814051
195 15.99076487 11.18773311
196 40.56117228 15.99076487
197 45.56117228 40.56117228
198 30.78758452 45.56117228
199 20.75814051 30.78758452
200 -8.00337539 20.75814051
201 5.23711736 -8.00337539
202 1.13495093 5.23711736
203 -0.11345291 1.13495093
204 1.01367888 -0.11345291
205 -1.44962478 1.01367888
206 2.98285379 -1.44962478
207 1.85572200 2.98285379
208 -0.20157333 1.85572200
209 -0.11345291 -0.20157333
210 -2.36771647 -0.11345291
211 4.50392204 -2.36771647
212 -3.30409214 4.50392204
213 5.23711736 -3.30409214
214 0.81049852 5.23711736
215 -3.47500368 0.81049852
216 4.83331834 -3.47500368
217 -2.51240850 4.83331834
218 -8.62463593 -2.51240850
219 1.53339590 -8.62463593
220 -3.54611296 1.53339590
221 -2.53021119 -3.54611296
222 -3.12273248 -2.53021119
223 -3.33560249 -3.12273248
224 -4.13863425 -3.33560249
225 -1.10683071 -4.13863425
226 3.74626590 -1.10683071
227 1.53339590 3.74626590
228 3.76216767 1.53339590
229 0.71063244 3.76216767
230 -8.22547322 0.71063244
231 -4.20265136 -8.22547322
232 -9.22547322 -4.20265136
233 1.14365953 -9.22547322
234 -0.52647119 1.14365953
235 0.94669130 -0.52647119
236 -9.43882772 0.94669130
237 25.99076487 -9.43882772
238 40.56117228 25.99076487
239 30.56117228 40.56117228
240 25.99076487 30.56117228
241 45.75814051 25.99076487
242 46.18773311 45.75814051
243 25.56117228 46.18773311
244 6.18152099 25.56117228
245 11.83555406 6.18152099
246 16.83555406 11.83555406
247 56.20899323 16.83555406
248 41.86401218 56.20899323
249 -7.73931677 41.86401218
250 -2.57089683 -7.73931677
251 -1.50532132 -2.57089683
252 -2.05471017 -1.50532132
253 -1.27890908 -2.05471017
254 -0.52048014 -1.27890908
255 -1.27890908 -0.52048014
256 1.44920221 -1.27890908
257 -0.53686641 1.44920221
258 3.85433690 -0.53686641
259 -2.49016250 3.85433690
260 3.41888457 -2.49016250
261 3.19345821 3.41888457
262 -3.70043003 3.19345821
263 -8.41559584 -3.70043003
264 -4.36504649 -8.41559584
265 -2.12273248 -4.36504649
266 -3.12273248 -2.12273248
267 -5.17043779 -3.12273248
268 1.13254254 -5.17043779
269 0.13401292 1.13254254
270 5.00065177 0.13401292
271 -7.99906098 5.00065177
272 -0.68364376 -7.99906098
273 4.15895219 -0.68364376
274 2.27173166 4.15895219
275 1.18133077 2.27173166
276 3.49715802 1.18133077
277 -8.00004686 3.49715802
278 5.67190433 -8.00004686
279 6.39795720 5.67190433
280 5.68829060 6.39795720
281 5.49132236 5.68829060
282 2.27572073 5.49132236
283 -4.51664646 2.27572073
284 5.00177361 -4.51664646
285 1.23702469 5.00177361
286 3.30417885 1.23702469
287 -8.58684054 3.30417885
288 40.75814051 -8.58684054
289 11.01301087 40.75814051
290 31.63858582 11.01301087
291 -7.98112939 31.63858582
292 -0.52567335 -7.98112939
293 -0.39854156 -0.52567335
294 5.23711736 -0.39854156
295 1.85572200 5.23711736
296 -0.31663326 1.85572200
297 5.44029771 -0.31663326
298 5.52220602 5.44029771
299 4.10998557 5.52220602
300 3.17982202 4.10998557
301 -3.58296868 3.17982202
302 4.19189388 -3.58296868
303 0.07730321 4.19189388
304 4.51013416 0.07730321
305 2.33777890 4.51013416
306 2.25587059 2.33777890
307 -2.25886866 2.25587059
308 3.46491068 -2.25886866
309 -2.57089683 3.46491068
310 3.17982202 -2.57089683
311 -2.58296868 3.17982202
312 -1.73074768 -2.58296868
313 -7.97582909 -1.73074768
314 4.58110121 -7.97582909
315 -0.30143941 4.58110121
316 -1.53021119 -0.30143941
317 -1.88140435 -1.53021119
318 -1.07837259 -1.88140435
319 -4.33658837 -1.07837259
320 -3.32068660 -4.33658837
321 -1.28888306 -3.32068660
322 0.15039919 -1.28888306
323 5.01703803 0.15039919
324 -4.33658837 5.01703803
325 -3.32068660 -4.33658837
326 -0.07601305 -3.32068660
327 -1.30478483 -0.07601305
328 2.77472402 -1.30478483
329 -1.09191482 2.77472402
330 -3.91320789 -1.09191482
331 -1.07837259 -3.91320789
332 -7.18732545 -1.07837259
333 -6.52546088 -7.18732545
334 -3.49365734 -6.52546088
335 1.58585152 -3.49365734
336 0.53520544 1.58585152
337 -4.13962013 0.53520544
338 -2.32068660 -4.13962013
339 -2.30478483 -2.32068660
340 0.74292048 -2.30478483
341 -2.30478483 0.74292048
342 -3.12371836 -2.30478483
343 -4.15552190 -3.12371836
344 5.20870597 -4.15552190
345 0.35943928 5.20870597
346 -2.70416781 0.35943928
347 -2.09427436 -2.70416781
348 0.15039919 -2.09427436
349 -2.32068660 0.15039919
350 0.74292048 -2.32068660
351 0.93988872 0.74292048
352 -6.18732545 0.93988872
353 -1.68973642 -6.18732545
354 -2.68826604 -1.68973642
355 0.34353751 -2.68826604
356 -7.00625898 0.34353751
357 -5.05088356 -7.00625898
358 0.17511865 -5.05088356
359 3.49094590 0.17511865
360 3.26551954 3.49094590
361 -0.87008179 3.26551954
362 -1.96048268 -0.87008179
363 -2.57707641 -1.96048268
364 1.83013760 -2.57707641
365 -2.28223184 1.83013760
366 -1.75730232 -2.28223184
367 -1.73505632 -1.75730232
368 -2.96048268 -1.73505632
369 -3.80250277 -2.96048268
370 -6.93810410 -3.80250277
371 -1.23703140 -6.93810410
372 -0.48568964 -1.23703140
373 -2.35066417 -0.48568964
374 -2.73505632 -2.35066417
375 -8.59989827 -2.73505632
376 -3.58741323 -8.59989827
377 -9.22978763 -3.58741323
378 1.19359284 -9.22978763
379 10.99563872 1.19359284
380 41.19980496 10.99563872
381 21.65065767 41.19980496
382 25.77021237 21.65065767
383 10.77021237 25.77021237
384 20.96718060 10.77021237
385 16.39677320 20.96718060
386 15.77021237 16.39677320
387 10.77021237 15.77021237
388 11.19980496 10.77021237
389 26.42523132 11.19980496
390 45.99563872 26.42523132
391 0.99662461 45.99563872
392 36.41803332 0.99662461
393 26.62219955 36.41803332
394 21.62219955 26.62219955
395 21.39677320 21.62219955
396 15.77021237 21.39677320
397 15.77021237 15.77021237
398 10.77021237 15.77021237
399 30.96718060 10.77021237
400 21.39677320 30.96718060
401 10.77021237 21.39677320
402 30.77021237 10.77021237
403 -9.18918360 30.77021237
404 0.03691076 -9.18918360
405 -1.29926111 0.03691076
406 0.03105103 -1.29926111
407 -1.09608075 0.03105103
408 -0.09022102 -1.09608075
409 -4.68065646 -0.09022102
410 -2.42639289 -4.68065646
411 2.08213424 -2.42639289
412 -3.35034432 2.08213424
413 -3.35034432 -3.35034432
414 -3.55352468 -3.35034432
415 -3.55352468 -3.55352468
416 -1.29926111 -3.55352468
417 -2.42639289 -1.29926111
418 3.20926603 -2.42639289
419 -2.42639289 3.20926603
420 -6.66190322 -2.42639289
421 -1.95054812 -6.66190322
422 0.95500246 -1.95054812
423 -5.52891170 0.95500246
424 -2.22942466 -5.52891170
425 6.46352960 -2.22942466
426 -2.42639289 6.46352960
427 -5.33194347 -2.42639289
428 1.35515105 -5.33194347
429 2.56419114 1.35515105
430 -1.74736776 2.56419114
431 -1.74736776 -1.74736776
432 2.67925107 -1.74736776
433 3.88829116 2.67925107
434 4.41830612 3.88829116
435 -3.14716397 4.41830612
436 -0.89290040 -3.14716397
437 -3.14716397 -0.89290040
438 -4.07146778 -3.14716397
439 -2.86828743 -4.07146778
440 -2.95019573 -2.86828743
441 -0.17212932 -2.95019573
442 5.21239118 -0.17212932
443 2.08213424 5.21239118
444 1.15818281 2.08213424
445 -1.01417245 1.15818281
446 -3.55352468 -1.01417245
447 1.95500246 -3.55352468
448 5.66670995 1.95500246
449 4.74861826 5.66670995
450 -1.29926111 4.74861826
451 -3.47161637 -1.29926111
452 1.15818281 -3.47161637
453 -1.74115564 1.15818281
454 2.08213424 -1.74115564
455 -3.14716397 2.08213424
456 -3.14716397 -3.14716397
457 -1.29926111 -3.14716397
458 -2.34448459 -1.29926111
459 -1.09608075 -2.34448459
460 -2.14130423 -1.09608075
461 -3.34448459 -2.14130423
462 -0.27890908 -3.34448459
463 1.23893468 -0.27890908
464 4.64529681 1.23893468
465 -7.62463593 4.64529681
466 -1.28888306 -7.62463593
467 -2.30478483 -1.28888306
468 -0.86933250 -2.30478483
469 -7.57080665 -0.86933250
470 -7.98330454 -7.57080665
471 -6.30505370 -7.98330454
472 -2.32743228 -6.30505370
473 -2.34967829 -2.32743228
474 -3.16945237 -2.34967829
475 -8.39085818 -3.16945237
476 -0.91728251 -8.39085818
477 -0.19122963 -0.91728251
478 -3.58741323 -0.19122963
479 5.46907636 -3.58741323
480 2.07289276 5.46907636
481 1.57226625 2.07289276
482 4.75940975 1.57226625
483 -9.22978763 4.75940975
484 -4.00337539 -9.22978763
485 26.41803332 -4.00337539
486 16.62219955 26.41803332
487 -8.96375724 16.62219955
488 -2.42639289 -8.96375724
489 -0.17212932 -2.42639289
490 -1.29926111 -0.17212932
491 -2.42639289 -1.29926111
492 2.08213424 -2.42639289
493 -4.40177992 2.08213424
494 2.36101078 -4.40177992
495 -3.68065646 2.36101078
496 -0.17212932 -3.68065646
497 2.08213424 -0.17212932
498 6.59066138 2.08213424
499 -2.42639289 6.59066138
500 3.20926603 -2.42639289
501 -0.17212932 3.20926603
502 -4.68065646 -0.17212932
503 5.46352960 -4.68065646
504 -1.09608075 5.46352960
505 -4.39556780 -1.09608075
506 -6.66190322 -4.39556780
507 -6.66190322 -6.66190322
508 0.22180715 -6.66190322
509 -2.42639289 0.22180715
510 -4.28050787 -2.42639289
511 -2.42639289 -4.28050787
512 -3.68065646 -2.42639289
513 -1.21735280 -3.68065646
514 -0.17212932 -1.21735280
515 -2.55352468 -0.17212932
516 -2.47500368 -2.55352468
517 -1.71558886 -2.47500368
518 -1.49016250 -1.71558886
519 -7.62463593 -1.49016250
520 1.95579049 -7.62463593
521 -3.12754828 1.95579049
522 -8.00625898 -3.12754828
523 0.17511865 -8.00625898
524 -3.80250277 0.17511865
525 -4.39586461 -3.80250277
526 0.40054501 -4.39586461
527 -1.48568964 0.40054501
528 -1.68985588 -1.48568964
529 -2.75730232 -1.68985588
530 -2.96048268 -2.75730232
531 -7.98330454 -2.96048268
532 -5.48626550 -7.98330454
533 -0.26026328 -5.48626550
534 -0.19183095 -0.26026328
535 -1.91528223 -0.19183095
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1056 20.97925245 26.18243281
1057 26.20566469 20.97925245
1058 10.97925245 26.20566469
1059 16.18243281 10.97925245
1060 11.18243281 16.18243281
1061 10.97925245 11.18243281
1062 10.97925245 10.97925245
1063 26.40884505 10.97925245
1064 -8.81756719 26.40884505
1065 -3.42984284 -8.81756719
1066 1.79558352 -3.42984284
1067 -3.00123613 1.79558352
1068 1.99876387 -3.00123613
1069 21.40785917 1.99876387
1070 -2.33116918 21.40785917
1071 1.99255175 -2.33116918
1072 -3.00744825 1.99255175
1073 11.99255175 -3.00744825
1074 6.99255175 11.99255175
1075 36.40785917 6.99255175
1076 17.10638424 36.40785917
1077 10.97925245 17.10638424
1078 -8.96277136 10.97925245
1079 -1.07284887 -8.96277136
1080 -7.43549098 -1.07284887
1081 -7.22645090 -7.43549098
1082 -1.59700409 -7.22645090
1083 -6.62463593 -1.59700409
1084 -7.58386439 -6.62463593
1085 -3.80871488 -7.58386439
1086 -3.80871488 -3.80871488
1087 -3.80871488 -3.80871488
1088 -3.60553453 -3.80871488
1089 -7.61007242 -3.60553453
1090 -7.16876036 -7.61007242
1091 -7.13436844 -7.16876036
1092 -1.47401779 -7.13436844
1093 -0.71558886 -1.47401779
1094 -2.45885897 -0.71558886
1095 -6.62463593 -2.45885897
1096 -1.70043003 -6.62463593
1097 -2.47623112 -1.70043003
1098 0.49566456 -2.47623112
1099 -6.39920957 0.49566456
1100 -4.11116201 -6.39920957
1101 -3.09526024 -4.11116201
1102 -7.58386439 -3.09526024
1103 -8.62214427 -7.58386439
1104 -9.02074755 -8.62214427
1105 -8.96277136 -9.02074755
1106 0.05428292 -8.96277136
1107 -3.32711244 0.05428292
1108 -5.69881814 -3.32711244
1109 -6.82594992 -5.69881814
1110 -5.69881814 -6.82594992
1111 -6.82594992 -5.69881814
1112 -5.69881814 -6.82594992
1113 1.24816418 -5.69881814
1114 -3.11807235 1.24816418
1115 -1.07284887 -3.11807235
1116 -6.17279733 -1.07284887
1117 -7.58386439 -6.17279733
1118 1.64271369 -7.58386439
1119 2.41728733 1.64271369
1120 -7.59368615 2.41728733
1121 -9.02074755 -7.59368615
1122 -3.62059896 -9.02074755
1123 11.40164705 -3.62059896
1124 36.40785917 11.40164705
1125 -7.30287856 36.40785917
1126 2.30854648 -7.30287856
1127 -4.45424422 2.30854648
1128 -6.39920957 -4.45424422
1129 -7.58386439 -6.39920957
1130 -3.80871488 -7.58386439
1131 -8.81911251 -3.80871488
1132 -9.02074755 -8.81911251
1133 -8.96277136 -9.02074755
1134 0.05428292 -8.96277136
1135 -1.59143097 0.05428292
1136 -4.54595451 -1.59143097
1137 -4.35448629 -4.54595451
1138 0.05610656 -4.35448629
1139 -3.43841045 0.05610656
1140 -6.49253934 -3.43841045
1141 -4.54595451 -6.49253934
1142 -5.35448629 -4.54595451
1143 -5.58443412 -5.35448629
1144 5.84119348 -5.58443412
1145 -2.97822455 5.84119348
1146 0.01195072 -2.97822455
1147 -8.62681107 0.01195072
1148 -8.55641065 -8.62681107
1149 -5.22171457 -8.55641065
1150 -0.83637100 -5.22171457
1151 -4.78159544 -0.83637100
1152 -0.83637100 -4.78159544
1153 -2.45984486 -0.83637100
1154 -1.70043003 -2.45984486
1155 -6.62463593 -1.70043003
1156 -7.58386439 -6.62463593
1157 -8.81911251 -7.58386439
1158 -2.04313159 -8.81911251
1159 -9.02074755 -2.04313159
1160 -7.75373127 -9.02074755
1161 -6.62463593 -7.75373127
1162 -3.09526024 -6.62463593
1163 -7.58386439 -3.09526024
1164 -0.67311355 -7.58386439
1165 -3.80871488 -0.67311355
1166 -4.65073497 -3.80871488
1167 -7.76409030 -4.65073497
1168 -3.49149174 -7.76409030
1169 -3.49149174 -3.49149174
1170 -4.31126582 -3.49149174
1171 3.00513728 -4.31126582
1172 2.27773585 3.00513728
1173 -6.68803720 2.27773585
1174 -9.02074755 -6.68803720
1175 -8.96277136 -9.02074755
1176 -6.42766769 -8.96277136
1177 -3.11116201 -6.42766769
1178 -2.07935847 -3.11116201
1179 -7.58386439 -2.07935847
1180 -1.71831400 -7.58386439
1181 -8.81911251 -1.71831400
1182 -1.12011048 -8.81911251
1183 -2.97822455 -1.12011048
1184 -3.38423288 -2.97822455
1185 5.67225671 -3.38423288
1186 -4.51629407 5.67225671
1187 -3.18726464 -4.51629407
1188 -0.91107039 -3.18726464
1189 -2.25217168 -0.91107039
1190 -7.71550943 -2.25217168
1191 -1.05520344 -7.71550943
1192 -3.08182763 -1.05520344
1193 1.35305201 -3.08182763
1194 -3.38423288 1.35305201
1195 7.93637911 -3.38423288
1196 -5.43931518 7.93637911
1197 -3.38423288 -5.43931518
1198 -3.17519279 -3.38423288
1199 -1.12011048 -3.17519279
1200 -7.70343758 -1.12011048
1201 -7.82377931 -7.70343758
1202 -8.96277136 -7.82377931
1203 -2.68527121 -8.96277136
1204 -5.76057689 -2.68527121
1205 -7.58386439 -5.76057689
1206 -7.41310419 -7.58386439
1207 -0.89468412 -7.41310419
1208 -9.02074755 -0.89468412
1209 -8.96277136 -9.02074755
1210 -1.07284887 -8.96277136
1211 1.18141470 -1.07284887
1212 -8.96277136 1.18141470
1213 -2.32711244 -8.96277136
1214 -4.65495357 -2.32711244
1215 -4.01730677 -4.65495357
1216 0.14847018 -4.01730677
1217 2.11229281 0.14847018
1218 -2.68527121 2.11229281
1219 6.63013799 -2.68527121
1220 -6.17279733 6.63013799
1221 -4.69161145 -6.17279733
1222 1.40379917 -4.69161145
1223 -5.72488538 1.40379917
1224 1.37052525 -5.72488538
1225 -1.64390614 1.37052525
1226 -6.14841206 -1.64390614
1227 -1.71831400 -6.14841206
1228 -2.76351444 -1.71831400
1229 -2.76351444 -2.76351444
1230 1.41728733 -2.76351444
1231 -4.85391533 1.41728733
1232 0.50711236 -4.85391533
1233 -1.85391533 0.50711236
1234 0.28168600 -1.85391533
1235 -2.38010817 0.28168600
1236 -4.85391533 -2.38010817
1237 -5.89911577 -4.85391533
1238 -3.58328853 -5.89911577
1239 -3.80871488 -3.58328853
1240 -8.81911251 -3.80871488
1241 -9.02074755 -8.81911251
1242 -8.96277136 -9.02074755
1243 -1.07284887 -8.96277136
1244 1.26332300 -1.07284887
1245 3.43567827 1.26332300
1246 -4.25106387 3.43567827
1247 -3.12393208 -4.25106387
1248 3.72076693 -3.12393208
1249 -6.62463593 3.72076693
1250 -7.58386439 -6.62463593
1251 -2.76351444 -7.58386439
1252 -3.80871488 -2.76351444
1253 -2.76351444 -3.80871488
1254 -9.03471710 -2.76351444
1255 -0.67311355 -9.03471710
1256 -2.76351444 -0.67311355
1257 -4.69593542 -2.76351444
1258 2.64271369 -4.69593542
1259 -8.81911251 2.64271369
1260 -9.02074755 -8.81911251
1261 6.37940104 -9.02074755
1262 -8.55055091 6.37940104
1263 -2.19998065 -8.55055091
1264 -2.19998065 -2.19998065
1265 -0.71558886 -2.19998065
1266 -7.18795615 -0.71558886
1267 -6.79896759 -7.18795615
1268 -1.87377582 -6.79896759
1269 -3.08502924 -1.87377582
1270 2.06558889 -3.08502924
1271 4.40372575 2.06558889
1272 -0.08502781 4.40372575
1273 2.20861704 -0.08502781
1274 7.01790052 2.20861704
1275 1.22377586 7.01790052
1276 -4.47623112 1.22377586
1277 -3.03955135 -4.47623112
1278 -2.26375026 -3.03955135
1279 7.58466152 -2.26375026
1280 -8.39920957 7.58466152
1281 -3.54611296 -8.39920957
1282 1.93940422 -3.54611296
1283 -0.10830109 1.93940422
1284 0.50159236 -0.10830109
1285 -0.30143941 0.50159236
1286 2.16581646 -0.30143941
1287 -0.89779062 2.16581646
1288 0.71446236 -0.89779062
1289 -1.33324295 0.71446236
1290 -2.54611296 -1.33324295
1291 -3.34914472 -2.54611296
1292 -4.13863425 -3.34914472
1293 -0.09092894 -4.13863425
1294 -1.33324295 -0.09092894
1295 0.51749413 -1.33324295
1296 -0.30143941 0.51749413
1297 -2.33324295 -0.30143941
1298 4.76216767 -2.33324295
1299 1.51749413 4.76216767
1300 0.71446236 1.51749413
1301 -2.34914472 0.71446236
1302 -7.01643313 -2.34914472
1303 -0.02184958 -7.01643313
1304 1.02335086 -0.02184958
1305 -9.22547322 1.02335086
1306 1.14365953 -9.22547322
1307 4.53984313 1.14365953
1308 4.99069584 4.53984313
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/7jypn1293441779.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/8uq6q1293441779.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/rcomp/tmp/9uq6q1293441779.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/www/rcomp/tmp/10nz5b1293441779.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/www/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/11q0my1293441779.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,mysum$coefficients[i,1])
+ a<-table.element(a, round(mysum$coefficients[i,2],6))
+ a<-table.element(a, round(mysum$coefficients[i,3],4))
+ a<-table.element(a, round(mysum$coefficients[i,4],6))
+ a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/12u0241293441779.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, sqrt(mysum$r.squared))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, mysum$r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, mysum$adj.r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[1])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[2])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[3])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, mysum$sigma)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, sum(myerror*myerror))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/13qs0v1293441779.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,x[i])
+ a<-table.element(a,x[i]-mysum$resid[i])
+ a<-table.element(a,mysum$resid[i])
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/1401hg1293441779.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,gqarr[mypoint-kp3+1,1])
+ a<-table.element(a,gqarr[mypoint-kp3+1,2])
+ a<-table.element(a,gqarr[mypoint-kp3+1,3])
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/www/rcomp/tmp/154kg41293441779.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant1)
+ a<-table.element(a,numsignificant1/numgqtests)
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant5)
+ a<-table.element(a,numsignificant5/numgqtests)
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant10)
+ a<-table.element(a,numsignificant10/numgqtests)
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/www/rcomp/tmp/160uwd1293441779.tab")
+ }
>
> try(system("convert tmp/1gy8z1293441779.ps tmp/1gy8z1293441779.png",intern=TRUE))
character(0)
> try(system("convert tmp/2gy8z1293441779.ps tmp/2gy8z1293441779.png",intern=TRUE))
character(0)
> try(system("convert tmp/3rp7k1293441779.ps tmp/3rp7k1293441779.png",intern=TRUE))
character(0)
> try(system("convert tmp/4rp7k1293441779.ps tmp/4rp7k1293441779.png",intern=TRUE))
character(0)
> try(system("convert tmp/5rp7k1293441779.ps tmp/5rp7k1293441779.png",intern=TRUE))
character(0)
> try(system("convert tmp/6jypn1293441779.ps tmp/6jypn1293441779.png",intern=TRUE))
character(0)
> try(system("convert tmp/7jypn1293441779.ps tmp/7jypn1293441779.png",intern=TRUE))
character(0)
> try(system("convert tmp/8uq6q1293441779.ps tmp/8uq6q1293441779.png",intern=TRUE))
character(0)
> try(system("convert tmp/9uq6q1293441779.ps tmp/9uq6q1293441779.png",intern=TRUE))
character(0)
> try(system("convert tmp/10nz5b1293441779.ps tmp/10nz5b1293441779.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
77.940 2.240 80.236