R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
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> x <- array(list(17080
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+ ,68
+ ,0
+ ,1
+ ,47240
+ ,17
+ ,71
+ ,0
+ ,1
+ ,37310
+ ,15
+ ,67
+ ,0
+ ,1
+ ,34060
+ ,17
+ ,69
+ ,1
+ ,1
+ ,35000
+ ,17
+ ,62
+ ,0
+ ,0
+ ,36740
+ ,16
+ ,68
+ ,0
+ ,0
+ ,56330
+ ,17
+ ,73
+ ,0
+ ,1
+ ,31220
+ ,15
+ ,64
+ ,1
+ ,0
+ ,33300
+ ,15
+ ,69
+ ,1
+ ,0
+ ,26080
+ ,16
+ ,62
+ ,1
+ ,0
+ ,36450
+ ,16
+ ,74
+ ,0
+ ,1
+ ,37990
+ ,15
+ ,67
+ ,1
+ ,1
+ ,40860
+ ,18
+ ,67
+ ,1
+ ,1
+ ,28870
+ ,15
+ ,63
+ ,0
+ ,0
+ ,40700
+ ,16
+ ,70
+ ,1
+ ,1
+ ,39600
+ ,17
+ ,70
+ ,0
+ ,1
+ ,42990
+ ,16
+ ,66
+ ,0
+ ,1
+ ,29810
+ ,16
+ ,66
+ ,0
+ ,0
+ ,22640
+ ,15
+ ,63
+ ,1
+ ,0
+ ,44040
+ ,18
+ ,71
+ ,1
+ ,1
+ ,22780
+ ,15
+ ,60
+ ,1
+ ,0
+ ,45040
+ ,16
+ ,72
+ ,0
+ ,1
+ ,56380
+ ,17
+ ,70
+ ,0
+ ,1
+ ,48720
+ ,16
+ ,72
+ ,1
+ ,1
+ ,42700
+ ,16
+ ,67
+ ,1
+ ,1
+ ,37270
+ ,15
+ ,68
+ ,1
+ ,1
+ ,28530
+ ,18
+ ,60
+ ,0
+ ,0
+ ,27950
+ ,16
+ ,63
+ ,1
+ ,0
+ ,32110
+ ,15
+ ,67
+ ,0
+ ,0)
+ ,dim=c(5
+ ,651)
+ ,dimnames=list(c('FEV'
+ ,'Age'
+ ,'Ht'
+ ,'Smoker'
+ ,'gender')
+ ,1:651))
> y <- array(NA,dim=c(5,651),dimnames=list(c('FEV','Age','Ht','Smoker','gender'),1:651))
> for (i in 1:dim(x)[1])
+ {
+ for (j in 1:dim(x)[2])
+ {
+ y[i,j] <- as.numeric(x[i,j])
+ }
+ }
> par3 = 'No Linear Trend'
> par2 = 'Do not include Seasonal Dummies'
> par1 = '1'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> library(lattice)
> library(lmtest)
Loading required package: zoo
Attaching package: 'zoo'
The following object(s) are masked from package:base :
as.Date.numeric
> n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
> par1 <- as.numeric(par1)
> x <- t(y)
> k <- length(x[1,])
> n <- length(x[,1])
> x1 <- cbind(x[,par1], x[,1:k!=par1])
> mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
> colnames(x1) <- mycolnames #colnames(x)[par1]
> x <- x1
> if (par3 == 'First Differences'){
+ x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
+ for (i in 1:n-1) {
+ for (j in 1:k) {
+ x2[i,j] <- x[i+1,j] - x[i,j]
+ }
+ }
+ x <- x2
+ }
> if (par2 == 'Include Monthly Dummies'){
+ x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
+ for (i in 1:11){
+ x2[seq(i,n,12),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> if (par2 == 'Include Quarterly Dummies'){
+ x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
+ for (i in 1:3){
+ x2[seq(i,n,4),i] <- 1
+ }
+ x <- cbind(x, x2)
+ }
> k <- length(x[1,])
> if (par3 == 'Linear Trend'){
+ x <- cbind(x, c(1:n))
+ colnames(x)[k+1] <- 't'
+ }
> x
FEV Age Ht Smoker gender
1 17080 9 57 0 0
2 17240 8 68 0 0
3 17200 7 55 0 0
4 15580 9 53 0 1
5 18950 9 57 0 1
6 23360 8 61 0 0
7 19190 6 58 0 0
8 14150 6 56 0 0
9 19870 8 59 0 0
10 19420 9 60 0 0
11 16020 6 53 0 0
12 17350 8 54 0 1
13 21930 8 59 0 0
14 21180 8 61 0 1
15 22580 8 58 0 1
16 19320 7 53 0 1
17 14720 5 50 0 1
18 18780 6 53 0 0
19 23520 9 59 0 1
20 26040 9 62 0 1
21 14000 5 49 0 0
22 12560 5 53 0 0
23 25780 7 63 0 1
24 29880 9 65 0 0
25 14040 3 52 0 1
26 23480 9 60 0 1
27 17550 5 52 0 1
28 29800 8 60 0 0
29 21000 9 60 0 0
30 12820 5 49 0 0
31 30000 9 66 0 1
32 26730 8 60 0 0
33 20930 7 58 0 0
34 16120 5 52 0 0
35 21750 8 59 0 0
36 27250 9 59 0 1
37 20710 8 55 0 1
38 15470 8 57 0 1
39 20040 8 57 0 1
40 31350 9 60 0 0
41 24200 8 59 0 1
42 17760 5 51 0 1
43 19310 8 57 0 0
44 13430 5 50 0 0
45 20760 9 57 0 0
46 16240 7 54 0 1
47 13440 8 53 0 0
48 16500 6 55 0 1
49 27320 8 61 0 1
50 20170 5 55 0 1
51 27970 9 62 0 0
52 35560 9 62 0 1
53 17030 8 55 0 1
54 16340 6 54 0 1
55 25700 9 57 0 1
56 30160 9 63 0 0
57 24190 7 60 0 0
58 15690 4 50 0 0
59 16980 8 58 0 0
60 21230 8 60 0 1
61 24810 8 60 0 0
62 14810 6 51 0 0
63 15770 4 49 0 0
64 19400 8 59 0 1
65 17470 6 58 0 1
66 20690 9 58 0 1
67 16310 7 56 0 0
68 15360 5 52 0 0
69 25600 9 61 0 0
70 19620 8 57 0 1
71 25310 8 58 0 0
72 27150 9 60 0 1
73 24570 9 59 0 1
74 20900 9 60 0 1
75 17890 7 56 0 1
76 18580 5 53 0 1
77 14520 5 51 0 1
78 38420 9 69 0 1
79 17190 6 53 0 0
80 21110 7 57 0 0
81 16950 6 53 0 0
82 22110 8 63 0 1
83 17940 8 55 0 1
84 19170 7 58 0 0
85 21440 8 63 0 0
86 12530 7 52 0 1
87 26590 9 62 0 1
88 15800 5 53 0 1
89 21260 9 62 0 1
90 30290 9 62 0 0
91 29640 9 65 0 1
92 16110 7 58 0 1
93 22150 8 60 0 0
94 23880 8 60 0 0
95 21960 9 61 0 1
96 17510 9 58 0 1
97 21650 9 62 0 1
98 16820 7 55 0 1
99 15230 8 55 0 1
100 12920 8 52 0 0
101 16490 7 54 0 1
102 25880 9 63 0 1
103 25740 9 61 0 0
104 19790 6 56 0 1
105 23540 8 59 0 1
106 17180 6 55 0 1
107 17420 7 59 0 0
108 16030 7 51 0 0
109 26390 8 60 0 0
110 18290 7 54 0 0
111 20840 7 58 0 1
112 22200 7 58 0 1
113 14730 7 53 0 0
114 23410 8 61 0 0
115 16980 7 55 0 0
116 11960 5 47 0 0
117 18720 8 57 0 0
118 22190 7 55 0 1
119 24200 9 57 0 1
120 18270 7 55 0 0
121 14610 7 54 0 0
122 13380 6 53 0 1
123 20900 8 57 0 1
124 16970 8 59 0 0
125 15620 8 55 0 1
126 20400 9 56 0 0
127 16090 7 52 0 0
128 24580 8 61 0 0
129 26500 9 64 0 1
130 14290 8 58 0 1
131 16750 8 53 0 1
132 19470 9 57 0 0
133 20690 8 54 0 1
134 15720 6 52 0 1
135 13480 6 53 0 1
136 22880 8 62 0 0
137 17730 9 59 0 1
138 19050 7 58 0 1
139 24630 9 61 0 0
140 14310 6 51 0 1
141 26310 9 62 0 0
142 31140 9 65 0 1
143 21350 9 59 0 1
144 15270 6 53 0 1
145 22930 8 58 0 0
146 30420 9 66 0 0
147 29270 8 64 0 1
148 26650 8 64 0 0
149 23010 9 59 0 1
150 24600 9 64 0 1
151 25920 9 61 0 0
152 17500 7 55 0 0
153 17590 8 53 0 1
154 15360 6 48 0 1
155 22590 9 59 0 0
156 20480 9 65 0 0
157 25710 9 61 0 1
158 20460 7 56 0 1
159 17800 8 59 0 0
160 15520 5 54 0 0
161 19530 8 58 0 0
162 28930 9 65 0 1
163 17130 6 51 0 1
164 28510 9 60 0 0
165 16240 6 52 0 1
166 26310 8 59 0 1
167 18190 5 53 0 1
168 16580 7 53 0 1
169 21580 7 54 0 1
170 17890 4 52 0 1
171 30040 9 64 0 0
172 25030 8 63 0 1
173 19330 9 58 0 0
174 20910 9 59 0 0
175 23160 9 60 0 0
176 17040 5 51 0 0
177 16060 9 58 0 0
178 11650 7 47 0 1
179 21020 6 56 0 0
180 23200 9 57 0 0
181 22300 9 61 0 1
182 17160 9 56 0 1
183 17900 7 54 0 1
184 11460 5 50 0 0
185 21870 8 62 0 0
186 27170 9 62 0 1
187 17960 7 55 0 1
188 19530 9 58 1 1
189 13350 8 57 0 0
190 21190 9 57 0 1
191 16660 6 52 0 1
192 18260 6 53 0 1
193 27090 8 63 0 0
194 28710 9 65 0 1
195 10920 5 50 0 0
196 22620 6 58 0 1
197 21040 6 57 0 1
198 21660 9 58 0 0
199 16900 7 54 0 0
200 29730 9 60 0 1
201 21450 8 60 0 0
202 19710 5 58 0 1
203 20950 7 57 0 0
204 16970 6 55 0 0
205 24550 9 60 0 0
206 19200 7 57 0 1
207 21640 9 60 0 1
208 21300 9 59 0 0
209 29930 8 63 0 0
210 25290 9 59 0 0
211 17260 7 53 0 0
212 24420 9 62 0 0
213 11020 4 48 0 0
214 20560 9 63 0 0
215 18080 5 56 0 1
216 23050 8 65 0 0
217 19690 9 59 0 0
218 15560 8 59 0 0
219 10720 3 46 0 0
220 20420 9 62 0 1
221 15120 8 53 0 0
222 14230 6 50 0 1
223 36810 9 68 0 1
224 19910 8 60 0 1
225 18970 8 56 0 1
226 13700 7 55 0 0
227 13380 6 52 0 0
228 20160 8 56 0 1
229 26390 9 63 0 0
230 13890 4 48 0 0
231 16120 7 57 0 1
232 21350 8 59 0 0
233 26810 8 61 0 1
234 32230 9 65 0 0
235 17960 6 55 0 0
236 20100 8 55 0 1
237 15230 6 51 0 0
238 17440 8 53 0 1
239 24850 9 64 0 0
240 23350 8 59 0 0
241 14150 7 54 0 0
242 20760 9 61 0 1
243 24350 8 60 0 1
244 17280 7 57 0 0
245 28500 9 63 0 0
246 18440 8 57 0 0
247 17540 9 62 0 0
248 13430 6 52 0 0
249 23030 8 57 0 1
250 22460 9 64 0 1
251 24760 8 63 0 0
252 32390 9 65 0 1
253 24570 9 62 0 1
254 23820 8 62 0 0
255 16400 7 55 0 0
256 15890 5 51 0 0
257 20560 7 54 0 1
258 22260 8 57 0 1
259 18860 9 56 0 0
260 28330 9 62 0 1
261 17150 6 53 0 1
262 26310 8 59 0 1
263 25500 7 56 0 1
264 19120 9 59 0 0
265 18770 7 53 0 0
266 19350 7 53 0 0
267 15390 5 50 0 0
268 28030 9 60 0 1
269 29230 9 64 0 1
270 23580 8 61 0 0
271 20940 8 58 0 1
272 18550 9 60 0 1
273 15350 6 55 0 0
274 21350 7 56 0 1
275 19300 5 51 0 1
276 21820 9 60 0 0
277 13590 5 51 0 1
278 20020 7 58 0 0
279 16990 6 54 0 1
280 25000 8 57 0 1
281 23660 7 58 0 0
282 20690 8 60 0 0
283 14180 4 49 0 0
284 23330 8 57 0 0
285 15140 5 52 0 1
286 17580 8 52 0 0
287 25350 7 60 0 1
288 25640 7 58 0 0
289 24870 9 64 0 0
290 15910 9 57 0 0
291 16240 8 53 0 1
292 27980 9 62 0 1
293 16910 6 53 0 1
294 19990 8 57 0 0
295 18690 9 57 0 1
296 10040 4 48 0 1
297 14270 6 50 0 1
298 18260 7 51 0 1
299 26880 9 60 0 0
300 16570 8 56 0 1
301 16720 6 54 0 0
302 20150 8 58 0 0
303 23710 7 56 0 0
304 21150 5 50 0 1
305 23280 8 60 0 0
306 14950 7 57 0 0
307 28840 11 69 0 1
308 23280 10 64 0 1
309 33810 14 63 0 1
310 21700 11 58 0 0
311 34700 11 67 0 1
312 30580 12 61 0 0
313 18110 10 57 0 1
314 25240 11 64 0 1
315 26420 10 61 0 0
316 37410 14 69 0 1
317 43360 13 70 0 1
318 48420 14 72 0 1
319 45500 12 71 0 1
320 28410 12 63 0 0
321 31660 10 62 0 0
322 38160 13 64 0 0
323 25610 10 62 0 1
324 36540 11 65 0 0
325 24810 10 61 0 1
326 26650 11 63 0 0
327 32030 10 66 0 1
328 35490 13 68 0 1
329 22360 14 66 1 0
330 32220 11 72 0 1
331 31110 10 66 0 1
332 34900 11 67 0 0
333 31470 13 64 0 0
334 25200 10 61 0 0
335 22920 10 63 0 1
336 28890 12 64 0 0
337 22460 10 61 0 1
338 19370 10 62 0 1
339 26460 10 60 0 1
340 29570 11 65 0 1
341 40070 11 67 0 1
342 23860 11 62 0 0
343 32510 10 66 0 1
344 27620 11 60 0 0
345 30110 11 64 0 0
346 43050 13 69 0 1
347 39060 13 67 0 1
348 35830 11 67 0 1
349 32360 11 66 0 0
350 34360 14 63 0 1
351 30580 11 61 0 1
352 30070 10 62 0 1
353 34890 10 67 0 1
354 28640 10 60 0 0
355 34280 14 64 1 0
356 28190 13 62 0 0
357 22500 10 58 0 0
358 46830 14 69 0 1
359 23520 10 62 0 1
360 31080 11 65 0 1
361 39940 13 67 0 1
362 43930 12 69 0 1
363 32080 13 61 1 0
364 25920 10 65 0 1
365 31930 13 70 0 1
366 16940 11 60 1 1
367 39570 14 72 1 1
368 23460 11 59 0 0
369 47890 13 69 1 1
370 35150 11 68 0 1
371 27540 11 66 0 0
372 27200 10 66 0 1
373 24630 11 65 0 1
374 26330 11 62 0 0
375 30480 10 66 0 0
376 31110 11 68 0 1
377 37450 13 68 0 0
378 23840 12 64 1 0
379 20940 10 59 0 1
380 31830 10 66 0 0
381 30740 14 65 1 0
382 39770 11 71 0 1
383 33540 10 63 0 1
384 34110 11 64 0 0
385 23870 10 66 1 0
386 31710 11 63 0 0
387 38870 13 68 0 1
388 26460 13 62 0 0
389 25040 10 60 0 0
390 35870 11 65 0 1
391 38450 11 69 0 1
392 29710 12 65 0 1
393 28910 10 61 0 0
394 18230 10 57 0 0
395 24170 11 63 0 1
396 21750 10 58 0 0
397 27350 11 63 0 0
398 42730 14 73 0 1
399 29760 13 66 0 1
400 38350 12 70 1 0
401 40650 11 67 0 1
402 23180 11 59 0 0
403 35960 11 68 0 1
404 33950 14 67 0 0
405 27510 12 63 0 0
406 26730 10 65 0 0
407 25560 12 62 0 0
408 25420 11 62 0 0
409 26080 10 66 0 1
410 23540 11 62 0 0
411 25990 13 63 1 0
412 14580 10 57 0 0
413 37950 10 69 0 1
414 24910 11 59 0 0
415 30600 13 62 0 0
416 25450 10 65 0 1
417 29930 11 67 0 1
418 33050 10 65 0 0
419 47560 13 68 1 1
420 37740 11 67 0 0
421 28550 10 65 0 1
422 29880 11 70 0 1
423 24980 11 60 0 1
424 31690 14 64 0 0
425 28870 11 63 0 1
426 27040 13 61 0 0
427 35150 11 64 0 0
428 34250 11 66 0 1
429 22870 10 61 0 0
430 24340 13 65 0 0
431 23650 10 64 0 0
432 30860 13 68 1 0
433 26960 10 66 0 1
434 28680 12 62 0 0
435 28130 10 62 0 0
436 43090 14 69 1 1
437 32550 12 66 0 0
438 34130 10 66 1 0
439 45930 11 69 0 1
440 41110 14 71 0 1
441 19160 12 61 0 1
442 18580 10 58 0 1
443 29750 10 63 1 0
444 33500 10 69 0 1
445 29010 10 60 0 1
446 22410 12 64 0 1
447 42250 13 74 0 1
448 32230 11 65 0 0
449 52240 12 70 0 1
450 40730 11 67 0 1
451 40800 12 65 0 1
452 26060 11 65 0 0
453 31690 11 63 1 0
454 44110 12 68 0 1
455 37910 12 69 0 1
456 30890 13 68 0 1
457 24650 11 60 0 1
458 33430 12 68 1 1
459 32000 10 65 0 1
460 29130 12 64 0 1
461 48770 13 73 0 1
462 23580 10 59 0 0
463 32790 12 71 0 1
464 25810 10 66 0 1
465 23470 12 62 0 0
466 26910 10 67 0 0
467 28270 11 63 0 0
468 18730 10 53 0 1
469 37510 12 72 1 1
470 25380 14 71 0 0
471 27580 10 66 0 1
472 30500 10 60 0 0
473 30790 12 60 0 0
474 22010 10 61 0 1
475 18580 10 59 0 1
476 22160 13 68 1 0
477 34030 12 62 0 0
478 35010 12 65 0 0
479 25780 11 63 0 0
480 30780 13 66 1 0
481 31860 12 67 1 0
482 16650 10 57 0 1
483 20810 11 63 0 0
484 29740 11 62 0 0
485 32970 13 65 1 0
486 40730 12 69 0 1
487 44480 13 69 0 1
488 39840 13 71 0 1
489 22500 10 58 0 0
490 27520 12 64 0 0
491 23040 12 67 1 1
492 36800 14 67 0 1
493 31020 11 64 1 0
494 28620 10 61 0 0
495 26770 13 67 1 0
496 30230 11 68 0 0
497 36810 11 68 0 0
498 32550 13 67 0 0
499 36920 12 67 0 1
500 23560 10 61 0 0
501 45910 10 70 0 1
502 30820 12 64 0 0
503 32970 13 65 1 0
504 32580 11 63 0 0
505 22160 10 61 0 1
506 32470 11 66 0 1
507 43240 11 68 0 1
508 23620 11 61 0 0
509 25630 11 63 0 0
510 32060 11 64 0 1
511 35850 14 70 0 1
512 47200 12 72 0 1
513 33310 13 66 0 0
514 50830 13 74 0 1
515 34980 10 68 1 1
516 24170 12 61 0 0
517 23640 10 61 0 1
518 23410 10 61 0 1
519 27590 12 62 1 0
520 29530 11 67 1 0
521 32310 12 63 0 1
522 30780 11 68 0 1
523 33690 11 71 0 1
524 35290 12 71 0 1
525 28660 12 62 0 0
526 28910 14 62 0 0
527 30220 11 62 0 0
528 31270 10 62 0 1
529 28660 11 61 0 0
530 26050 12 63 0 0
531 30560 13 63 0 0
532 25690 12 63 0 0
533 25010 11 62 0 0
534 33200 11 66 0 1
535 21230 11 65 0 1
536 37800 14 70 0 1
537 38470 11 66 0 1
538 37850 13 63 1 0
539 39240 12 68 0 1
540 21320 10 59 0 1
541 27520 12 69 0 1
542 24490 13 63 0 0
543 34560 10 63 0 1
544 30730 10 66 0 0
545 26880 10 62 0 0
546 33290 10 68 0 1
547 42710 14 73 0 1
548 35300 12 64 0 1
549 29280 11 66 0 1
550 26890 11 62 0 0
551 23320 12 57 0 1
552 29340 14 64 0 0
553 22760 14 66 1 1
554 31100 10 65 0 1
555 28940 11 67 0 1
556 46370 11 72 1 1
557 24350 10 65 0 0
558 28380 10 63 0 0
559 30350 12 62 0 0
560 48310 12 71 0 1
561 28120 11 61 0 1
562 27140 12 66 0 0
563 30860 10 62 0 0
564 35190 12 66 0 0
565 42320 13 71 0 1
566 27700 10 62 0 1
567 33410 12 66 0 0
568 30900 10 65 0 1
569 25310 13 61 0 1
570 28220 12 70 0 1
571 30380 10 65 1 0
572 29350 12 66 0 1
573 25680 10 64 0 0
574 23870 11 61 0 1
575 24990 12 65 0 1
576 41300 11 67 0 1
577 30010 12 64 0 0
578 31320 10 60 0 0
579 35770 13 64 0 0
580 32220 12 61 0 0
581 32800 11 66 0 1
582 26590 11 64 0 1
583 28220 11 62 0 0
584 21400 11 61 0 0
585 42030 12 71 0 1
586 29970 14 65 0 0
587 31200 11 61 1 0
588 25620 11 63 0 0
589 30820 12 65 0 0
590 38060 14 68 0 1
591 33390 11 69 1 1
592 31520 13 62 1 0
593 24580 11 60 0 0
594 23910 10 60 0 1
595 31410 13 61 0 0
596 25790 12 63 0 0
597 31040 11 68 1 0
598 40450 13 69 1 1
599 47630 14 68 1 1
600 21000 10 58 0 1
601 30690 11 65 1 0
602 27850 11 69 0 1
603 42840 15 70 0 1
604 45060 15 71 1 1
605 29060 18 66 0 0
606 51020 19 72 0 1
607 35190 19 66 1 0
608 36880 16 68 1 1
609 44290 17 70 0 1
610 42790 15 68 0 1
611 45000 15 70 0 1
612 26350 15 64 0 0
613 26790 15 66 1 0
614 21980 15 62 1 0
615 33450 19 66 1 0
616 30820 18 65 0 0
617 33870 16 67 0 0
618 30820 17 67 1 1
619 29030 16 63 1 0
620 30040 15 64 1 0
621 57930 15 69 0 1
622 39850 15 71 0 1
623 42200 18 68 0 1
624 47240 17 71 0 1
625 37310 15 67 0 1
626 34060 17 69 1 1
627 35000 17 62 0 0
628 36740 16 68 0 0
629 56330 17 73 0 1
630 31220 15 64 1 0
631 33300 15 69 1 0
632 26080 16 62 1 0
633 36450 16 74 0 1
634 37990 15 67 1 1
635 40860 18 67 1 1
636 28870 15 63 0 0
637 40700 16 70 1 1
638 39600 17 70 0 1
639 42990 16 66 0 1
640 29810 16 66 0 0
641 22640 15 63 1 0
642 44040 18 71 1 1
643 22780 15 60 1 0
644 45040 16 72 0 1
645 56380 17 70 0 1
646 48720 16 72 1 1
647 42700 16 67 1 1
648 37270 15 68 1 1
649 28530 18 60 0 0
650 27950 16 63 1 0
651 32110 15 67 0 0
> k <- length(x[1,])
> df <- as.data.frame(x)
> (mylm <- lm(df))
Call:
lm(formula = df)
Coefficients:
(Intercept) Age Ht Smoker gender
-43911.5 672.5 1025.4 -784.9 1578.0
> (mysum <- summary(mylm))
Call:
lm(formula = df)
Residuals:
Min 1Q Median 3Q Max
-13955.8 -2552.9 -37.2 2628.9 19423.3
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) -43911.52 2244.90 -19.561 < 2e-16 ***
Age 672.49 95.15 7.067 4.11e-12 ***
Ht 1025.40 47.60 21.541 < 2e-16 ***
Smoker -784.92 596.54 -1.316 0.189
gender 1577.99 334.85 4.713 3.00e-06 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Residual standard error: 4147 on 646 degrees of freedom
Multiple R-squared: 0.769, Adjusted R-squared: 0.7675
F-statistic: 537.5 on 4 and 646 DF, p-value: < 2.2e-16
> if (n > n25) {
+ kp3 <- k + 3
+ nmkm3 <- n - k - 3
+ gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
+ numgqtests <- 0
+ numsignificant1 <- 0
+ numsignificant5 <- 0
+ numsignificant10 <- 0
+ for (mypoint in kp3:nmkm3) {
+ j <- 0
+ numgqtests <- numgqtests + 1
+ for (myalt in c('greater', 'two.sided', 'less')) {
+ j <- j + 1
+ gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
+ }
+ if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
+ if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
+ }
+ gqarr
+ }
[,1] [,2] [,3]
[1,] 5.563147e-01 8.873706e-01 0.4436853
[2,] 4.065641e-01 8.131281e-01 0.5934359
[3,] 2.682019e-01 5.364039e-01 0.7317981
[4,] 1.663742e-01 3.327484e-01 0.8336258
[5,] 9.947359e-02 1.989472e-01 0.9005264
[6,] 9.330633e-02 1.866127e-01 0.9066937
[7,] 7.422211e-02 1.484442e-01 0.9257779
[8,] 7.859224e-02 1.571845e-01 0.9214078
[9,] 5.259950e-02 1.051990e-01 0.9474005
[10,] 3.485864e-02 6.971728e-02 0.9651414
[11,] 2.675245e-02 5.350489e-02 0.9732476
[12,] 2.588096e-02 5.176192e-02 0.9741190
[13,] 3.194714e-02 6.389428e-02 0.9680529
[14,] 1.971675e-02 3.943350e-02 0.9802832
[15,] 1.688055e-02 3.376110e-02 0.9831195
[16,] 1.625636e-02 3.251272e-02 0.9837436
[17,] 5.658476e-02 1.131695e-01 0.9434152
[18,] 4.029448e-02 8.058896e-02 0.9597055
[19,] 2.761421e-02 5.522841e-02 0.9723858
[20,] 1.962470e-02 3.924939e-02 0.9803753
[21,] 1.151633e-01 2.303266e-01 0.8848367
[22,] 8.808537e-02 1.761707e-01 0.9119146
[23,] 6.580483e-02 1.316097e-01 0.9341952
[24,] 6.036546e-02 1.207309e-01 0.9396345
[25,] 8.190856e-02 1.638171e-01 0.9180914
[26,] 6.343755e-02 1.268751e-01 0.9365625
[27,] 4.913859e-02 9.827717e-02 0.9508614
[28,] 3.649001e-02 7.298003e-02 0.9635100
[29,] 4.103357e-02 8.206714e-02 0.9589664
[30,] 3.048772e-02 6.097545e-02 0.9695123
[31,] 4.582099e-02 9.164199e-02 0.9541790
[32,] 3.475852e-02 6.951704e-02 0.9652415
[33,] 1.059798e-01 2.119597e-01 0.8940202
[34,] 8.924417e-02 1.784883e-01 0.9107558
[35,] 7.982307e-02 1.596461e-01 0.9201769
[36,] 6.366212e-02 1.273242e-01 0.9363379
[37,] 4.981680e-02 9.963361e-02 0.9501832
[38,] 3.828965e-02 7.657929e-02 0.9617104
[39,] 3.211118e-02 6.422237e-02 0.9678888
[40,] 3.310712e-02 6.621424e-02 0.9668929
[41,] 2.702816e-02 5.405632e-02 0.9729718
[42,] 2.605016e-02 5.210033e-02 0.9739498
[43,] 2.162438e-02 4.324876e-02 0.9783756
[44,] 2.166229e-02 4.332459e-02 0.9783377
[45,] 8.469398e-02 1.693880e-01 0.9153060
[46,] 7.708426e-02 1.541685e-01 0.9229157
[47,] 6.453189e-02 1.290638e-01 0.9354681
[48,] 6.309809e-02 1.261962e-01 0.9369019
[49,] 6.812201e-02 1.362440e-01 0.9318780
[50,] 5.842251e-02 1.168450e-01 0.9415775
[51,] 5.597676e-02 1.119535e-01 0.9440232
[52,] 5.804217e-02 1.160843e-01 0.9419578
[53,] 5.203858e-02 1.040772e-01 0.9479614
[54,] 4.456611e-02 8.913221e-02 0.9554339
[55,] 3.590124e-02 7.180247e-02 0.9640988
[56,] 3.680726e-02 7.361452e-02 0.9631927
[57,] 3.567552e-02 7.135104e-02 0.9643245
[58,] 3.452515e-02 6.905030e-02 0.9654748
[59,] 2.896235e-02 5.792469e-02 0.9710377
[60,] 2.598190e-02 5.196380e-02 0.9740181
[61,] 2.074673e-02 4.149346e-02 0.9792533
[62,] 1.693913e-02 3.387826e-02 0.9830609
[63,] 1.373945e-02 2.747891e-02 0.9862605
[64,] 1.430749e-02 2.861498e-02 0.9856925
[65,] 1.314912e-02 2.629824e-02 0.9868509
[66,] 1.047554e-02 2.095108e-02 0.9895245
[67,] 9.832962e-03 1.966592e-02 0.9901670
[68,] 8.101900e-03 1.620380e-02 0.9918981
[69,] 6.877716e-03 1.375543e-02 0.9931223
[70,] 5.287399e-03 1.057480e-02 0.9947126
[71,] 9.353268e-03 1.870654e-02 0.9906467
[72,] 7.463815e-03 1.492763e-02 0.9925362
[73,] 5.889525e-03 1.177905e-02 0.9941105
[74,] 4.604182e-03 9.208365e-03 0.9953958
[75,] 5.038006e-03 1.007601e-02 0.9949620
[76,] 4.018780e-03 8.037560e-03 0.9959812
[77,] 3.245392e-03 6.490784e-03 0.9967546
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[79,] 3.483638e-03 6.967277e-03 0.9965164
[80,] 2.697221e-03 5.394442e-03 0.9973028
[81,] 2.055848e-03 4.111695e-03 0.9979442
[82,] 2.338228e-03 4.676456e-03 0.9976618
[83,] 2.983579e-03 5.967158e-03 0.9970164
[84,] 2.368587e-03 4.737173e-03 0.9976314
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[86,] 2.384455e-03 4.768909e-03 0.9976155
[87,] 1.840123e-03 3.680245e-03 0.9981599
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[91,] 1.576616e-03 3.153233e-03 0.9984234
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[105,] 1.009570e-04 2.019140e-04 0.9998990
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[165,] 3.620362e-09 7.240724e-09 1.0000000
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[219,] 5.209782e-13 1.041956e-12 1.0000000
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[222,] 1.480654e-13 2.961307e-13 1.0000000
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[230,] 3.954830e-14 7.909659e-14 1.0000000
[231,] 2.495882e-14 4.991765e-14 1.0000000
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[233,] 1.223340e-14 2.446681e-14 1.0000000
[234,] 9.931446e-15 1.986289e-14 1.0000000
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[236,] 7.313957e-15 1.462791e-14 1.0000000
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[238,] 4.570841e-15 9.141682e-15 1.0000000
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[241,] 8.925160e-15 1.785032e-14 1.0000000
[242,] 6.774596e-15 1.354919e-14 1.0000000
[243,] 1.143305e-14 2.286610e-14 1.0000000
[244,] 7.307420e-15 1.461484e-14 1.0000000
[245,] 8.236901e-15 1.647380e-14 1.0000000
[246,] 5.576099e-15 1.115220e-14 1.0000000
[247,] 3.546446e-15 7.092892e-15 1.0000000
[248,] 2.344739e-15 4.689479e-15 1.0000000
[249,] 1.925479e-15 3.850958e-15 1.0000000
[250,] 1.628500e-15 3.257000e-15 1.0000000
[251,] 1.098641e-15 2.197282e-15 1.0000000
[252,] 6.774026e-16 1.354805e-15 1.0000000
[253,] 5.521536e-16 1.104307e-15 1.0000000
[254,] 3.466018e-16 6.932036e-16 1.0000000
[255,] 3.518843e-16 7.037686e-16 1.0000000
[256,] 7.923744e-16 1.584749e-15 1.0000000
[257,] 6.505133e-16 1.301027e-15 1.0000000
[258,] 5.792761e-16 1.158552e-15 1.0000000
[259,] 5.960058e-16 1.192012e-15 1.0000000
[260,] 5.626877e-16 1.125375e-15 1.0000000
[261,] 6.633911e-16 1.326782e-15 1.0000000
[262,] 4.628907e-16 9.257814e-16 1.0000000
[263,] 2.849449e-16 5.698897e-16 1.0000000
[264,] 1.794121e-16 3.588243e-16 1.0000000
[265,] 3.239820e-16 6.479639e-16 1.0000000
[266,] 2.367409e-16 4.734818e-16 1.0000000
[267,] 1.631834e-16 3.263668e-16 1.0000000
[268,] 2.636739e-16 5.273477e-16 1.0000000
[269,] 1.684131e-16 3.368263e-16 1.0000000
[270,] 1.111289e-16 2.222577e-16 1.0000000
[271,] 6.868188e-17 1.373638e-16 1.0000000
[272,] 4.286268e-17 8.572536e-17 1.0000000
[273,] 5.145662e-17 1.029132e-16 1.0000000
[274,] 4.711355e-17 9.422710e-17 1.0000000
[275,] 3.272517e-17 6.545035e-17 1.0000000
[276,] 3.483986e-17 6.967972e-17 1.0000000
[277,] 3.552150e-17 7.104299e-17 1.0000000
[278,] 2.320878e-17 4.641755e-17 1.0000000
[279,] 1.957010e-17 3.914019e-17 1.0000000
[280,] 1.394545e-17 2.789090e-17 1.0000000
[281,] 2.497321e-17 4.994642e-17 1.0000000
[282,] 1.732185e-17 3.464370e-17 1.0000000
[283,] 1.910718e-17 3.821436e-17 1.0000000
[284,] 1.191629e-17 2.383259e-17 1.0000000
[285,] 8.881598e-18 1.776320e-17 1.0000000
[286,] 5.760248e-18 1.152050e-17 1.0000000
[287,] 3.532291e-18 7.064582e-18 1.0000000
[288,] 2.548875e-18 5.097750e-18 1.0000000
[289,] 1.958142e-18 3.916285e-18 1.0000000
[290,] 1.373428e-18 2.746856e-18 1.0000000
[291,] 1.606592e-18 3.213183e-18 1.0000000
[292,] 1.880355e-18 3.760711e-18 1.0000000
[293,] 1.601426e-18 3.202852e-18 1.0000000
[294,] 1.089852e-18 2.179703e-18 1.0000000
[295,] 6.635263e-19 1.327053e-18 1.0000000
[296,] 1.350932e-18 2.701865e-18 1.0000000
[297,] 1.713239e-17 3.426477e-17 1.0000000
[298,] 1.089004e-17 2.178008e-17 1.0000000
[299,] 1.340213e-17 2.680425e-17 1.0000000
[300,] 1.917310e-17 3.834620e-17 1.0000000
[301,] 2.607296e-17 5.214593e-17 1.0000000
[302,] 6.124716e-17 1.224943e-16 1.0000000
[303,] 3.786803e-17 7.573606e-17 1.0000000
[304,] 4.035995e-17 8.071990e-17 1.0000000
[305,] 8.093236e-17 1.618647e-16 1.0000000
[306,] 7.059522e-17 1.411904e-16 1.0000000
[307,] 6.587377e-17 1.317475e-16 1.0000000
[308,] 4.916140e-17 9.832281e-17 1.0000000
[309,] 5.298781e-17 1.059756e-16 1.0000000
[310,] 3.739065e-16 7.478129e-16 1.0000000
[311,] 9.027786e-15 1.805557e-14 1.0000000
[312,] 7.635527e-14 1.527105e-13 1.0000000
[313,] 5.097287e-14 1.019457e-13 1.0000000
[314,] 9.937771e-14 1.987554e-13 1.0000000
[315,] 5.781977e-13 1.156395e-12 1.0000000
[316,] 3.979301e-13 7.958602e-13 1.0000000
[317,] 1.119520e-12 2.239040e-12 1.0000000
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[636,] 2.426154e-01 4.852308e-01 0.7573846
> postscript(file="/var/www/html/rcomp/tmp/1n73f1292085873.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
> points(x[,1]-mysum$resid)
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/2n73f1292085873.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/3n73f1292085873.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/4xy2i1292085873.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/5xy2i1292085873.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 = 651
Frequency = 1
1 2 3 4 5
-3508.885708 -13955.834059 6.900395 -2485.257352 -3216.871153
6 7 8 9 10
-658.009907 -406.820354 -3396.013454 -2097.203007 -4245.096058
11 12 13 14 15
1550.196896 -1068.171201 -37.203007 -4415.995352 60.214998
16 17 18 19 20
2599.721851 2420.911403 4310.196896 -697.678053 -1253.888403
21 22 23 24 25
4304.300298 -1237.313502 -1194.312651 1087.886691 1035.083706
26 27 28 29 30
-1763.081503 3200.104503 6807.393543 -2665.096058 3124.300298
31 32 33 34 35
-1395.502204 3737.393543 660.690044 3348.089948 -217.203007
36 37 38 39 40
3032.321947 1266.425349 -6024.381551 -1454.381551 7684.903942
41 42 43 44 45
654.811548 4435.507953 -606.396107 2708.896848 171.114292
46 47 48 49 50
-1505.681600 -2374.782306 -1598.595449 1724.004648 2743.894153
51 52 53 54 55
2254.097041 8266.111597 -2413.574651 -733.191998 3533.128847
56 57 58 59 60
3418.693591 1869.883144 5641.386449 -3961.799557 -3340.591902
61 62 63 64 65
1817.393543 2391.003797 6746.789899 -4145.188452 -3704.805799
66 67 68 69 70
-2502.274603 -1908.503055 2588.089948 909.500491 -1874.381551
71 72 73 74 75
4368.200443 1906.918497 352.321947 -4343.081503 -1906.488500
76 77 78 79 80
3204.701053 1195.507953 3948.287445 2720.196896 1866.093494
81 82 83 84 85
2480.196896 -5536.802252 -1503.574651 -1099.309956 -4628.816808
86 87 88 89 90
-3164.874699 -703.888403 424.701053 -6033.888403 4574.097041
91 92 93 94 95
-730.098754 -5737.295400 -842.606457 887.393543 -4308.484953
96 97 98 99 100
-5682.274603 -5643.888403 -1951.085050 -4213.574651 -1869.378856
101 102 103 104 105
-1255.681600 -2439.291854 1049.500491 666.001101 -5.188452
106 107 108 109 110
-918.595449 -3874.713406 2938.514195 3397.393543 2122.303845
111 112 113 114 115
-1007.295400 352.704600 -412.292705 -608.009907 -213.099605
116 117 118 119 120
4315.107199 -1196.396107 3418.914950 2033.128847 1076.900395
121 122 123 124 125
-1557.696155 -2667.788548 -594.381551 -4997.203007 -3823.574651
126 127 128 129 130
836.517742 1973.110745 561.990093 -2844.695304 -8229.785002
131 132 133 134 135
-642.767751 -1118.885708 2271.828799 697.614902 -2567.788548
136 137 138 139 140
-2163.413358 -6487.678053 -2797.295400 -60.499509 313.018352
141 142 143 144 145
594.097041 769.901246 -2867.678053 -777.788548 1988.200443
146 147 148 149 150
602.483241 597.794297 -444.220258 -1207.678053 -4744.695304
151 152 153 154 155
1229.500491 306.900395 197.232249 4439.228703 -49.692608
156 157 158 159 160
-8312.113309 -558.484953 663.511500 -4167.203007 697.283047
161 162 163 164 165
-1411.799557 -1440.098754 3133.018352 4844.903942 1217.614902
166 167 168 169 170
2764.811548 2814.701053 -140.278149 3834.318400 4212.594104
171 172 173 174 175
2273.290141 -2616.802252 -2284.289158 -1729.692608 -505.096058
176 177 178 179 180
5293.493398 -5554.289158 1082.142552 3473.986546 2611.114292
181 182 183 184 185
-3968.484953 -3981.467702 154.318400 738.896848 -3173.413358
186 187 188 189 190
-123.888403 -811.085050 -2877.355103 -6566.396107 -976.871153
191 192 193 194 195
1637.614902 2212.211452 1021.183192 -1660.098754 198.896848
196 197 198 199 200
1445.194201 890.597651 45.710842 732.303845 4486.918497
201 202 203 204 205
-1542.606457 -792.316198 1706.093494 449.389996 884.903942
206 207 208 209 210
-1621.891950 -3603.081503 -1339.692608 3861.183192 2650.307392
211 212 213 214 215
2117.707295 -1295.902959 3022.193350 -6181.306409 -371.509298
216 217 218 219 220
-5069.623708 -2949.692608 -6407.203007 5445.489851 -6873.888403
221 222 223 224 225
-694.782306 1258.421802 3363.690896 -4660.591902 -1498.978101
226 227 228 229 230
-3493.099605 -64.399653 -308.978101 -351.306409 5892.193350
231 232 233 234 235
-4701.891950 -617.203007 1214.004648 3437.886691 1439.389996
236 237 238 239 240
656.425349 2811.003797 47.232249 -2916.709859 1382.796993
241 242 243 244 245
-2017.696155 -5508.484953 -220.591902 -1963.906506 1758.693591
246 247 248 249 250
-1476.396107 -8175.902959 -14.399653 1535.618449 -6884.695304
251 252 253 254 255
-1308.816808 2019.901246 -2723.888403 -1223.413358 -793.099605
256 257 258 259 260
4143.493398 2814.318400 765.618449 -703.482258 1036.111597
261 262 263 264 265
1102.211452 2764.811548 5703.511500 -3519.692608 3627.707295
266 267 268 269 270
4207.707295 4668.896848 2786.918497 -114.695304 -438.009907
271 272 273 274 275
-1579.785002 -6693.081503 -1170.610004 1553.511500 5975.507953
276 277 278 279 280
-1845.096058 265.507953 -249.309956 -83.191998 3505.618449
281 282 283 284 285
3390.690044 -2302.606457 5156.789899 3413.603893 790.104503
286 287 288 289 290
2790.621144 1451.897699 5370.690044 -2896.709859 -4678.885708
291 292 293 294 295
-1152.767751 686.111597 862.211452 73.603893 -3476.871153
296 297 298 299 300
464.207905 1298.421802 3590.528751 3214.903942 -3898.978101
301 302 303 304 305
1224.793446 -791.799557 5491.496945 8850.911403 287.393543
306 307 308 309 310
-4293.906506 -6976.691757 -6737.184905 2128.260140 -1259.268361
311 312 313 314 315
934.115143 3872.031688 -4729.360754 -5449.674506 1057.010890
316 317 318 319 320
-424.160561 5172.925590 7509.629089 6960.011741 -348.775213
321 322 323 324 325
5271.607440 7703.331736 -2356.378005 6402.907488 -2130.974555
326 327 328 329 330
-1436.285611 -37.991805 -646.267509 -10035.045266 -6672.902108
331 332 333 334 335
-957.991805 2712.100588 1013.331736 -162.989110 -6071.781455
336 337 338 339 340
-894.178663 -4480.974555 -8596.378005 544.428896 -2145.077956
341 342 343 344 345
6304.115143 -3200.882161 442.008195 2609.924739 998.310938
346 347 348 349 350
5888.329040 3949.135941 2064.115143 1197.504038 2678.260140
351 352 353 354 355
2966.535844 2103.621995 1796.604744 4302.414340 3935.761635
356 357 358 359 360
-215.861364 213.221241 8995.839439 -4446.378005 -635.077956
361 362 363 364 365
4829.135941 7440.818642 5484.461586 -5122.588355 -6257.074410
366 367 368 369 370
-8863.141206 -555.451411 -524.671811 11513.248540 358.711693
371 372 373 374 375
-3622.495962 -4867.991805 -7085.077956 -730.882161 -10.006361
376 377 378 379 380
-3681.288307 2891.717935 -5159.259163 -3950.167654 1339.993639
381 382 383 384 385
-629.641816 1902.501343 4548.218545 4998.310938 -5835.086861
386 387 388 389 390
3623.714389 2733.732491 -1945.861364 702.414340 4154.922044
391 392 393 394 395
2633.308243 -2677.567558 3547.010890 -3031.375309 -5494.271056
396 397 398 399 400
-536.778759 -736.285611 794.225639 -4325.460609 3198.320136
401 402 403 404 405
6884.115143 -804.671811 1168.711693 -255.368216 -1248.775213
406 407 408 409 410
-2734.602911 -2173.371762 -1640.882161 -5987.991805 -3520.882161
411 412 413 414 415
-2656.345314 -6681.375309 2805.797844 925.328189 2194.138636
416 417 418 419 420
-5592.588355 -3835.884857 3585.397089 12208.651990 5552.100588
421 422 423 424 425
-2492.588355 -6962.095207 -1608.060706 560.842135 -794.271056
426 427 428 429 430
-340.457914 6038.310938 1509.518593 -2492.989110 -7142.071714
431 432 433 434 435
-4789.199460 -2913.362565 -5107.991805 946.628238 1741.607440
436 437 438 439 440
6040.758939 715.014437 4424.913139 10113.308243 1225.032539
441 442 443 444 445
-9125.953757 -5284.764204 3121.123490 -1644.202156 3094.428896
446 447 448 449 450
-8952.164107 -38.688210 2092.907488 14725.415192 6964.115143
451 452 453 454 455
8412.432442 -4077.092512 4388.633888 8646.222092 1420.818642
456 457 458 459 460
-5246.267509 -1938.060706 -1248.858408 957.411645 -2232.164107
461 462 463 464 465
7506.715240 267.817790 -5749.988259 -6257.991805 -4263.371762
466 467 468 469 470
-4605.409811 183.714389 -7.746953 -1270.472209 -12926.982016
471 472 473 474 475
-4487.991805 6162.414340 5107.435138 -4930.974555 -6310.167654
476 477 478 479 480
-11613.362565 6296.628238 4200.417887 -2306.285611 -942.555665
481 482 483 484 485
-215.469514 -6189.360754 -7276.285611 2679.117839 2272.847786
486 487 488 489 490
4240.818642 7318.329040 627.522140 213.221241 -2264.178663
491 492 493 494 495
-10613.454958 1016.646340 2693.230438 3257.010890 -5977.959115
496 497 498 499 500
-2983.302862 3596.697138 -982.878615 2481.625542 -1802.989110
501 502 503 504 505
9740.394394 1035.821337 2272.847786 4493.714389 -4780.974555
506 507 508 509 510
-270.481407 8448.711693 -2415.478711 -2456.285611 1370.325494
511 512 513 514 515
-3009.564011 7634.608291 802.524836 8541.311790 1646.120794
516 517 518 519 520
-2537.968312 -3300.974555 -3530.974555 641.547737 -1872.979912
521 522 523 524 525
1973.239343 -4011.288307 -4177.498657 -3249.988259 926.628238
526 527 528 529 530
-168.350965 3159.117839 3303.621995 2624.521289 -2708.775213
531 532 533 534 535
1128.735186 -3068.775213 -2050.882161 459.518593 -10485.077956
536 537 538 539 540
-1059.564011 5729.518593 9203.654686 3776.222092 -3570.167654
541 542 543 544 545
-8969.181358 -4941.264814 5568.218545 239.993639 491.607440
546 547 548 549 550
-828.798706 774.225639 3937.835893 -3460.481407 -170.882161
551 552 553 554 555
-864.339956 -1789.157865 -11213.030710 57.411645 -4825.884857
556 557 558 559 560
8262.017392 -5114.602911 966.203990 2616.628238 9770.011741
561 562 563 564 565
506.535844 -4694.985563 4471.607440 3355.014437 3107.522140
566 567 568 569 570
-266.378005 1575.014437 -142.588355 -3648.443358 -9294.584808
571 572 573 574 575
1700.316589 -4062.971008 -2759.199460 -3743.464156 -7397.567558
576 577 578 579 580
7534.115143 225.821337 6982.414340 5313.331736 5512.031688
581 582 583 584 585
59.518593 -4099.674506 1159.117839 -4635.478711 3490.011741
586 587 588 589 590
-2184.561315 5949.440789 -2466.285611 10.417887 1251.242889
591 592 593 594 595
-1641.772257 3899.058136 -430.075261 -2005.571104 4029.542086
596 597 598 599 600
-2968.775213 -1388.383362 4073.248540 11606.162389 -2864.764204
601 602 603 604 605
1337.826988 -7966.691757 3307.946388 5287.462438 -6809.923171
606 607 608 609 610
6747.181083 -567.493272 -488.816813 3412.967185 5308.753288
611 612 613 614 615
5467.946388 -5451.647467 -6277.534867 -6985.921066 -2307.493272
616 617 618 619 620
-4024.519720 -1680.347418 -6195.902964 -1633.814118 -976.727967
621 622 623 624 625
19423.349838 -707.457062 2701.284485 5337.563735 854.156738
626 627 628 629 630
-5006.709865 3904.180231 164.249132 12376.756835 203.272033
631 632 633 634 635
-2843.745218 -3558.410668 -7856.157014 2319.076238 3171.607434
636 637 638 639 640
-1906.244016 1280.376286 -1277.032815 6887.070587 -4714.943968
641 642 643 644 645
-7351.324517 2249.993634 -4135.114166 2784.649886 15502.967185
646 647 648 649 650
7249.569386 6356.586637 573.672788 -1187.502470 -2713.814118
651
-2767.857817
> postscript(file="/var/www/html/rcomp/tmp/6xy2i1292085873.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 = 651
Frequency = 1
lag(myerror, k = 1) myerror
0 -3508.885708 NA
1 -13955.834059 -3508.885708
2 6.900395 -13955.834059
3 -2485.257352 6.900395
4 -3216.871153 -2485.257352
5 -658.009907 -3216.871153
6 -406.820354 -658.009907
7 -3396.013454 -406.820354
8 -2097.203007 -3396.013454
9 -4245.096058 -2097.203007
10 1550.196896 -4245.096058
11 -1068.171201 1550.196896
12 -37.203007 -1068.171201
13 -4415.995352 -37.203007
14 60.214998 -4415.995352
15 2599.721851 60.214998
16 2420.911403 2599.721851
17 4310.196896 2420.911403
18 -697.678053 4310.196896
19 -1253.888403 -697.678053
20 4304.300298 -1253.888403
21 -1237.313502 4304.300298
22 -1194.312651 -1237.313502
23 1087.886691 -1194.312651
24 1035.083706 1087.886691
25 -1763.081503 1035.083706
26 3200.104503 -1763.081503
27 6807.393543 3200.104503
28 -2665.096058 6807.393543
29 3124.300298 -2665.096058
30 -1395.502204 3124.300298
31 3737.393543 -1395.502204
32 660.690044 3737.393543
33 3348.089948 660.690044
34 -217.203007 3348.089948
35 3032.321947 -217.203007
36 1266.425349 3032.321947
37 -6024.381551 1266.425349
38 -1454.381551 -6024.381551
39 7684.903942 -1454.381551
40 654.811548 7684.903942
41 4435.507953 654.811548
42 -606.396107 4435.507953
43 2708.896848 -606.396107
44 171.114292 2708.896848
45 -1505.681600 171.114292
46 -2374.782306 -1505.681600
47 -1598.595449 -2374.782306
48 1724.004648 -1598.595449
49 2743.894153 1724.004648
50 2254.097041 2743.894153
51 8266.111597 2254.097041
52 -2413.574651 8266.111597
53 -733.191998 -2413.574651
54 3533.128847 -733.191998
55 3418.693591 3533.128847
56 1869.883144 3418.693591
57 5641.386449 1869.883144
58 -3961.799557 5641.386449
59 -3340.591902 -3961.799557
60 1817.393543 -3340.591902
61 2391.003797 1817.393543
62 6746.789899 2391.003797
63 -4145.188452 6746.789899
64 -3704.805799 -4145.188452
65 -2502.274603 -3704.805799
66 -1908.503055 -2502.274603
67 2588.089948 -1908.503055
68 909.500491 2588.089948
69 -1874.381551 909.500491
70 4368.200443 -1874.381551
71 1906.918497 4368.200443
72 352.321947 1906.918497
73 -4343.081503 352.321947
74 -1906.488500 -4343.081503
75 3204.701053 -1906.488500
76 1195.507953 3204.701053
77 3948.287445 1195.507953
78 2720.196896 3948.287445
79 1866.093494 2720.196896
80 2480.196896 1866.093494
81 -5536.802252 2480.196896
82 -1503.574651 -5536.802252
83 -1099.309956 -1503.574651
84 -4628.816808 -1099.309956
85 -3164.874699 -4628.816808
86 -703.888403 -3164.874699
87 424.701053 -703.888403
88 -6033.888403 424.701053
89 4574.097041 -6033.888403
90 -730.098754 4574.097041
91 -5737.295400 -730.098754
92 -842.606457 -5737.295400
93 887.393543 -842.606457
94 -4308.484953 887.393543
95 -5682.274603 -4308.484953
96 -5643.888403 -5682.274603
97 -1951.085050 -5643.888403
98 -4213.574651 -1951.085050
99 -1869.378856 -4213.574651
100 -1255.681600 -1869.378856
101 -2439.291854 -1255.681600
102 1049.500491 -2439.291854
103 666.001101 1049.500491
104 -5.188452 666.001101
105 -918.595449 -5.188452
106 -3874.713406 -918.595449
107 2938.514195 -3874.713406
108 3397.393543 2938.514195
109 2122.303845 3397.393543
110 -1007.295400 2122.303845
111 352.704600 -1007.295400
112 -412.292705 352.704600
113 -608.009907 -412.292705
114 -213.099605 -608.009907
115 4315.107199 -213.099605
116 -1196.396107 4315.107199
117 3418.914950 -1196.396107
118 2033.128847 3418.914950
119 1076.900395 2033.128847
120 -1557.696155 1076.900395
121 -2667.788548 -1557.696155
122 -594.381551 -2667.788548
123 -4997.203007 -594.381551
124 -3823.574651 -4997.203007
125 836.517742 -3823.574651
126 1973.110745 836.517742
127 561.990093 1973.110745
128 -2844.695304 561.990093
129 -8229.785002 -2844.695304
130 -642.767751 -8229.785002
131 -1118.885708 -642.767751
132 2271.828799 -1118.885708
133 697.614902 2271.828799
134 -2567.788548 697.614902
135 -2163.413358 -2567.788548
136 -6487.678053 -2163.413358
137 -2797.295400 -6487.678053
138 -60.499509 -2797.295400
139 313.018352 -60.499509
140 594.097041 313.018352
141 769.901246 594.097041
142 -2867.678053 769.901246
143 -777.788548 -2867.678053
144 1988.200443 -777.788548
145 602.483241 1988.200443
146 597.794297 602.483241
147 -444.220258 597.794297
148 -1207.678053 -444.220258
149 -4744.695304 -1207.678053
150 1229.500491 -4744.695304
151 306.900395 1229.500491
152 197.232249 306.900395
153 4439.228703 197.232249
154 -49.692608 4439.228703
155 -8312.113309 -49.692608
156 -558.484953 -8312.113309
157 663.511500 -558.484953
158 -4167.203007 663.511500
159 697.283047 -4167.203007
160 -1411.799557 697.283047
161 -1440.098754 -1411.799557
162 3133.018352 -1440.098754
163 4844.903942 3133.018352
164 1217.614902 4844.903942
165 2764.811548 1217.614902
166 2814.701053 2764.811548
167 -140.278149 2814.701053
168 3834.318400 -140.278149
169 4212.594104 3834.318400
170 2273.290141 4212.594104
171 -2616.802252 2273.290141
172 -2284.289158 -2616.802252
173 -1729.692608 -2284.289158
174 -505.096058 -1729.692608
175 5293.493398 -505.096058
176 -5554.289158 5293.493398
177 1082.142552 -5554.289158
178 3473.986546 1082.142552
179 2611.114292 3473.986546
180 -3968.484953 2611.114292
181 -3981.467702 -3968.484953
182 154.318400 -3981.467702
183 738.896848 154.318400
184 -3173.413358 738.896848
185 -123.888403 -3173.413358
186 -811.085050 -123.888403
187 -2877.355103 -811.085050
188 -6566.396107 -2877.355103
189 -976.871153 -6566.396107
190 1637.614902 -976.871153
191 2212.211452 1637.614902
192 1021.183192 2212.211452
193 -1660.098754 1021.183192
194 198.896848 -1660.098754
195 1445.194201 198.896848
196 890.597651 1445.194201
197 45.710842 890.597651
198 732.303845 45.710842
199 4486.918497 732.303845
200 -1542.606457 4486.918497
201 -792.316198 -1542.606457
202 1706.093494 -792.316198
203 449.389996 1706.093494
204 884.903942 449.389996
205 -1621.891950 884.903942
206 -3603.081503 -1621.891950
207 -1339.692608 -3603.081503
208 3861.183192 -1339.692608
209 2650.307392 3861.183192
210 2117.707295 2650.307392
211 -1295.902959 2117.707295
212 3022.193350 -1295.902959
213 -6181.306409 3022.193350
214 -371.509298 -6181.306409
215 -5069.623708 -371.509298
216 -2949.692608 -5069.623708
217 -6407.203007 -2949.692608
218 5445.489851 -6407.203007
219 -6873.888403 5445.489851
220 -694.782306 -6873.888403
221 1258.421802 -694.782306
222 3363.690896 1258.421802
223 -4660.591902 3363.690896
224 -1498.978101 -4660.591902
225 -3493.099605 -1498.978101
226 -64.399653 -3493.099605
227 -308.978101 -64.399653
228 -351.306409 -308.978101
229 5892.193350 -351.306409
230 -4701.891950 5892.193350
231 -617.203007 -4701.891950
232 1214.004648 -617.203007
233 3437.886691 1214.004648
234 1439.389996 3437.886691
235 656.425349 1439.389996
236 2811.003797 656.425349
237 47.232249 2811.003797
238 -2916.709859 47.232249
239 1382.796993 -2916.709859
240 -2017.696155 1382.796993
241 -5508.484953 -2017.696155
242 -220.591902 -5508.484953
243 -1963.906506 -220.591902
244 1758.693591 -1963.906506
245 -1476.396107 1758.693591
246 -8175.902959 -1476.396107
247 -14.399653 -8175.902959
248 1535.618449 -14.399653
249 -6884.695304 1535.618449
250 -1308.816808 -6884.695304
251 2019.901246 -1308.816808
252 -2723.888403 2019.901246
253 -1223.413358 -2723.888403
254 -793.099605 -1223.413358
255 4143.493398 -793.099605
256 2814.318400 4143.493398
257 765.618449 2814.318400
258 -703.482258 765.618449
259 1036.111597 -703.482258
260 1102.211452 1036.111597
261 2764.811548 1102.211452
262 5703.511500 2764.811548
263 -3519.692608 5703.511500
264 3627.707295 -3519.692608
265 4207.707295 3627.707295
266 4668.896848 4207.707295
267 2786.918497 4668.896848
268 -114.695304 2786.918497
269 -438.009907 -114.695304
270 -1579.785002 -438.009907
271 -6693.081503 -1579.785002
272 -1170.610004 -6693.081503
273 1553.511500 -1170.610004
274 5975.507953 1553.511500
275 -1845.096058 5975.507953
276 265.507953 -1845.096058
277 -249.309956 265.507953
278 -83.191998 -249.309956
279 3505.618449 -83.191998
280 3390.690044 3505.618449
281 -2302.606457 3390.690044
282 5156.789899 -2302.606457
283 3413.603893 5156.789899
284 790.104503 3413.603893
285 2790.621144 790.104503
286 1451.897699 2790.621144
287 5370.690044 1451.897699
288 -2896.709859 5370.690044
289 -4678.885708 -2896.709859
290 -1152.767751 -4678.885708
291 686.111597 -1152.767751
292 862.211452 686.111597
293 73.603893 862.211452
294 -3476.871153 73.603893
295 464.207905 -3476.871153
296 1298.421802 464.207905
297 3590.528751 1298.421802
298 3214.903942 3590.528751
299 -3898.978101 3214.903942
300 1224.793446 -3898.978101
301 -791.799557 1224.793446
302 5491.496945 -791.799557
303 8850.911403 5491.496945
304 287.393543 8850.911403
305 -4293.906506 287.393543
306 -6976.691757 -4293.906506
307 -6737.184905 -6976.691757
308 2128.260140 -6737.184905
309 -1259.268361 2128.260140
310 934.115143 -1259.268361
311 3872.031688 934.115143
312 -4729.360754 3872.031688
313 -5449.674506 -4729.360754
314 1057.010890 -5449.674506
315 -424.160561 1057.010890
316 5172.925590 -424.160561
317 7509.629089 5172.925590
318 6960.011741 7509.629089
319 -348.775213 6960.011741
320 5271.607440 -348.775213
321 7703.331736 5271.607440
322 -2356.378005 7703.331736
323 6402.907488 -2356.378005
324 -2130.974555 6402.907488
325 -1436.285611 -2130.974555
326 -37.991805 -1436.285611
327 -646.267509 -37.991805
328 -10035.045266 -646.267509
329 -6672.902108 -10035.045266
330 -957.991805 -6672.902108
331 2712.100588 -957.991805
332 1013.331736 2712.100588
333 -162.989110 1013.331736
334 -6071.781455 -162.989110
335 -894.178663 -6071.781455
336 -4480.974555 -894.178663
337 -8596.378005 -4480.974555
338 544.428896 -8596.378005
339 -2145.077956 544.428896
340 6304.115143 -2145.077956
341 -3200.882161 6304.115143
342 442.008195 -3200.882161
343 2609.924739 442.008195
344 998.310938 2609.924739
345 5888.329040 998.310938
346 3949.135941 5888.329040
347 2064.115143 3949.135941
348 1197.504038 2064.115143
349 2678.260140 1197.504038
350 2966.535844 2678.260140
351 2103.621995 2966.535844
352 1796.604744 2103.621995
353 4302.414340 1796.604744
354 3935.761635 4302.414340
355 -215.861364 3935.761635
356 213.221241 -215.861364
357 8995.839439 213.221241
358 -4446.378005 8995.839439
359 -635.077956 -4446.378005
360 4829.135941 -635.077956
361 7440.818642 4829.135941
362 5484.461586 7440.818642
363 -5122.588355 5484.461586
364 -6257.074410 -5122.588355
365 -8863.141206 -6257.074410
366 -555.451411 -8863.141206
367 -524.671811 -555.451411
368 11513.248540 -524.671811
369 358.711693 11513.248540
370 -3622.495962 358.711693
371 -4867.991805 -3622.495962
372 -7085.077956 -4867.991805
373 -730.882161 -7085.077956
374 -10.006361 -730.882161
375 -3681.288307 -10.006361
376 2891.717935 -3681.288307
377 -5159.259163 2891.717935
378 -3950.167654 -5159.259163
379 1339.993639 -3950.167654
380 -629.641816 1339.993639
381 1902.501343 -629.641816
382 4548.218545 1902.501343
383 4998.310938 4548.218545
384 -5835.086861 4998.310938
385 3623.714389 -5835.086861
386 2733.732491 3623.714389
387 -1945.861364 2733.732491
388 702.414340 -1945.861364
389 4154.922044 702.414340
390 2633.308243 4154.922044
391 -2677.567558 2633.308243
392 3547.010890 -2677.567558
393 -3031.375309 3547.010890
394 -5494.271056 -3031.375309
395 -536.778759 -5494.271056
396 -736.285611 -536.778759
397 794.225639 -736.285611
398 -4325.460609 794.225639
399 3198.320136 -4325.460609
400 6884.115143 3198.320136
401 -804.671811 6884.115143
402 1168.711693 -804.671811
403 -255.368216 1168.711693
404 -1248.775213 -255.368216
405 -2734.602911 -1248.775213
406 -2173.371762 -2734.602911
407 -1640.882161 -2173.371762
408 -5987.991805 -1640.882161
409 -3520.882161 -5987.991805
410 -2656.345314 -3520.882161
411 -6681.375309 -2656.345314
412 2805.797844 -6681.375309
413 925.328189 2805.797844
414 2194.138636 925.328189
415 -5592.588355 2194.138636
416 -3835.884857 -5592.588355
417 3585.397089 -3835.884857
418 12208.651990 3585.397089
419 5552.100588 12208.651990
420 -2492.588355 5552.100588
421 -6962.095207 -2492.588355
422 -1608.060706 -6962.095207
423 560.842135 -1608.060706
424 -794.271056 560.842135
425 -340.457914 -794.271056
426 6038.310938 -340.457914
427 1509.518593 6038.310938
428 -2492.989110 1509.518593
429 -7142.071714 -2492.989110
430 -4789.199460 -7142.071714
431 -2913.362565 -4789.199460
432 -5107.991805 -2913.362565
433 946.628238 -5107.991805
434 1741.607440 946.628238
435 6040.758939 1741.607440
436 715.014437 6040.758939
437 4424.913139 715.014437
438 10113.308243 4424.913139
439 1225.032539 10113.308243
440 -9125.953757 1225.032539
441 -5284.764204 -9125.953757
442 3121.123490 -5284.764204
443 -1644.202156 3121.123490
444 3094.428896 -1644.202156
445 -8952.164107 3094.428896
446 -38.688210 -8952.164107
447 2092.907488 -38.688210
448 14725.415192 2092.907488
449 6964.115143 14725.415192
450 8412.432442 6964.115143
451 -4077.092512 8412.432442
452 4388.633888 -4077.092512
453 8646.222092 4388.633888
454 1420.818642 8646.222092
455 -5246.267509 1420.818642
456 -1938.060706 -5246.267509
457 -1248.858408 -1938.060706
458 957.411645 -1248.858408
459 -2232.164107 957.411645
460 7506.715240 -2232.164107
461 267.817790 7506.715240
462 -5749.988259 267.817790
463 -6257.991805 -5749.988259
464 -4263.371762 -6257.991805
465 -4605.409811 -4263.371762
466 183.714389 -4605.409811
467 -7.746953 183.714389
468 -1270.472209 -7.746953
469 -12926.982016 -1270.472209
470 -4487.991805 -12926.982016
471 6162.414340 -4487.991805
472 5107.435138 6162.414340
473 -4930.974555 5107.435138
474 -6310.167654 -4930.974555
475 -11613.362565 -6310.167654
476 6296.628238 -11613.362565
477 4200.417887 6296.628238
478 -2306.285611 4200.417887
479 -942.555665 -2306.285611
480 -215.469514 -942.555665
481 -6189.360754 -215.469514
482 -7276.285611 -6189.360754
483 2679.117839 -7276.285611
484 2272.847786 2679.117839
485 4240.818642 2272.847786
486 7318.329040 4240.818642
487 627.522140 7318.329040
488 213.221241 627.522140
489 -2264.178663 213.221241
490 -10613.454958 -2264.178663
491 1016.646340 -10613.454958
492 2693.230438 1016.646340
493 3257.010890 2693.230438
494 -5977.959115 3257.010890
495 -2983.302862 -5977.959115
496 3596.697138 -2983.302862
497 -982.878615 3596.697138
498 2481.625542 -982.878615
499 -1802.989110 2481.625542
500 9740.394394 -1802.989110
501 1035.821337 9740.394394
502 2272.847786 1035.821337
503 4493.714389 2272.847786
504 -4780.974555 4493.714389
505 -270.481407 -4780.974555
506 8448.711693 -270.481407
507 -2415.478711 8448.711693
508 -2456.285611 -2415.478711
509 1370.325494 -2456.285611
510 -3009.564011 1370.325494
511 7634.608291 -3009.564011
512 802.524836 7634.608291
513 8541.311790 802.524836
514 1646.120794 8541.311790
515 -2537.968312 1646.120794
516 -3300.974555 -2537.968312
517 -3530.974555 -3300.974555
518 641.547737 -3530.974555
519 -1872.979912 641.547737
520 1973.239343 -1872.979912
521 -4011.288307 1973.239343
522 -4177.498657 -4011.288307
523 -3249.988259 -4177.498657
524 926.628238 -3249.988259
525 -168.350965 926.628238
526 3159.117839 -168.350965
527 3303.621995 3159.117839
528 2624.521289 3303.621995
529 -2708.775213 2624.521289
530 1128.735186 -2708.775213
531 -3068.775213 1128.735186
532 -2050.882161 -3068.775213
533 459.518593 -2050.882161
534 -10485.077956 459.518593
535 -1059.564011 -10485.077956
536 5729.518593 -1059.564011
537 9203.654686 5729.518593
538 3776.222092 9203.654686
539 -3570.167654 3776.222092
540 -8969.181358 -3570.167654
541 -4941.264814 -8969.181358
542 5568.218545 -4941.264814
543 239.993639 5568.218545
544 491.607440 239.993639
545 -828.798706 491.607440
546 774.225639 -828.798706
547 3937.835893 774.225639
548 -3460.481407 3937.835893
549 -170.882161 -3460.481407
550 -864.339956 -170.882161
551 -1789.157865 -864.339956
552 -11213.030710 -1789.157865
553 57.411645 -11213.030710
554 -4825.884857 57.411645
555 8262.017392 -4825.884857
556 -5114.602911 8262.017392
557 966.203990 -5114.602911
558 2616.628238 966.203990
559 9770.011741 2616.628238
560 506.535844 9770.011741
561 -4694.985563 506.535844
562 4471.607440 -4694.985563
563 3355.014437 4471.607440
564 3107.522140 3355.014437
565 -266.378005 3107.522140
566 1575.014437 -266.378005
567 -142.588355 1575.014437
568 -3648.443358 -142.588355
569 -9294.584808 -3648.443358
570 1700.316589 -9294.584808
571 -4062.971008 1700.316589
572 -2759.199460 -4062.971008
573 -3743.464156 -2759.199460
574 -7397.567558 -3743.464156
575 7534.115143 -7397.567558
576 225.821337 7534.115143
577 6982.414340 225.821337
578 5313.331736 6982.414340
579 5512.031688 5313.331736
580 59.518593 5512.031688
581 -4099.674506 59.518593
582 1159.117839 -4099.674506
583 -4635.478711 1159.117839
584 3490.011741 -4635.478711
585 -2184.561315 3490.011741
586 5949.440789 -2184.561315
587 -2466.285611 5949.440789
588 10.417887 -2466.285611
589 1251.242889 10.417887
590 -1641.772257 1251.242889
591 3899.058136 -1641.772257
592 -430.075261 3899.058136
593 -2005.571104 -430.075261
594 4029.542086 -2005.571104
595 -2968.775213 4029.542086
596 -1388.383362 -2968.775213
597 4073.248540 -1388.383362
598 11606.162389 4073.248540
599 -2864.764204 11606.162389
600 1337.826988 -2864.764204
601 -7966.691757 1337.826988
602 3307.946388 -7966.691757
603 5287.462438 3307.946388
604 -6809.923171 5287.462438
605 6747.181083 -6809.923171
606 -567.493272 6747.181083
607 -488.816813 -567.493272
608 3412.967185 -488.816813
609 5308.753288 3412.967185
610 5467.946388 5308.753288
611 -5451.647467 5467.946388
612 -6277.534867 -5451.647467
613 -6985.921066 -6277.534867
614 -2307.493272 -6985.921066
615 -4024.519720 -2307.493272
616 -1680.347418 -4024.519720
617 -6195.902964 -1680.347418
618 -1633.814118 -6195.902964
619 -976.727967 -1633.814118
620 19423.349838 -976.727967
621 -707.457062 19423.349838
622 2701.284485 -707.457062
623 5337.563735 2701.284485
624 854.156738 5337.563735
625 -5006.709865 854.156738
626 3904.180231 -5006.709865
627 164.249132 3904.180231
628 12376.756835 164.249132
629 203.272033 12376.756835
630 -2843.745218 203.272033
631 -3558.410668 -2843.745218
632 -7856.157014 -3558.410668
633 2319.076238 -7856.157014
634 3171.607434 2319.076238
635 -1906.244016 3171.607434
636 1280.376286 -1906.244016
637 -1277.032815 1280.376286
638 6887.070587 -1277.032815
639 -4714.943968 6887.070587
640 -7351.324517 -4714.943968
641 2249.993634 -7351.324517
642 -4135.114166 2249.993634
643 2784.649886 -4135.114166
644 15502.967185 2784.649886
645 7249.569386 15502.967185
646 6356.586637 7249.569386
647 573.672788 6356.586637
648 -1187.502470 573.672788
649 -2713.814118 -1187.502470
650 -2767.857817 -2713.814118
651 NA -2767.857817
> dum1 <- dum[2:length(myerror),]
> dum1
lag(myerror, k = 1) myerror
[1,] -13955.834059 -3508.885708
[2,] 6.900395 -13955.834059
[3,] -2485.257352 6.900395
[4,] -3216.871153 -2485.257352
[5,] -658.009907 -3216.871153
[6,] -406.820354 -658.009907
[7,] -3396.013454 -406.820354
[8,] -2097.203007 -3396.013454
[9,] -4245.096058 -2097.203007
[10,] 1550.196896 -4245.096058
[11,] -1068.171201 1550.196896
[12,] -37.203007 -1068.171201
[13,] -4415.995352 -37.203007
[14,] 60.214998 -4415.995352
[15,] 2599.721851 60.214998
[16,] 2420.911403 2599.721851
[17,] 4310.196896 2420.911403
[18,] -697.678053 4310.196896
[19,] -1253.888403 -697.678053
[20,] 4304.300298 -1253.888403
[21,] -1237.313502 4304.300298
[22,] -1194.312651 -1237.313502
[23,] 1087.886691 -1194.312651
[24,] 1035.083706 1087.886691
[25,] -1763.081503 1035.083706
[26,] 3200.104503 -1763.081503
[27,] 6807.393543 3200.104503
[28,] -2665.096058 6807.393543
[29,] 3124.300298 -2665.096058
[30,] -1395.502204 3124.300298
[31,] 3737.393543 -1395.502204
[32,] 660.690044 3737.393543
[33,] 3348.089948 660.690044
[34,] -217.203007 3348.089948
[35,] 3032.321947 -217.203007
[36,] 1266.425349 3032.321947
[37,] -6024.381551 1266.425349
[38,] -1454.381551 -6024.381551
[39,] 7684.903942 -1454.381551
[40,] 654.811548 7684.903942
[41,] 4435.507953 654.811548
[42,] -606.396107 4435.507953
[43,] 2708.896848 -606.396107
[44,] 171.114292 2708.896848
[45,] -1505.681600 171.114292
[46,] -2374.782306 -1505.681600
[47,] -1598.595449 -2374.782306
[48,] 1724.004648 -1598.595449
[49,] 2743.894153 1724.004648
[50,] 2254.097041 2743.894153
[51,] 8266.111597 2254.097041
[52,] -2413.574651 8266.111597
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[516,] -3300.974555 -2537.968312
[517,] -3530.974555 -3300.974555
[518,] 641.547737 -3530.974555
[519,] -1872.979912 641.547737
[520,] 1973.239343 -1872.979912
[521,] -4011.288307 1973.239343
[522,] -4177.498657 -4011.288307
[523,] -3249.988259 -4177.498657
[524,] 926.628238 -3249.988259
[525,] -168.350965 926.628238
[526,] 3159.117839 -168.350965
[527,] 3303.621995 3159.117839
[528,] 2624.521289 3303.621995
[529,] -2708.775213 2624.521289
[530,] 1128.735186 -2708.775213
[531,] -3068.775213 1128.735186
[532,] -2050.882161 -3068.775213
[533,] 459.518593 -2050.882161
[534,] -10485.077956 459.518593
[535,] -1059.564011 -10485.077956
[536,] 5729.518593 -1059.564011
[537,] 9203.654686 5729.518593
[538,] 3776.222092 9203.654686
[539,] -3570.167654 3776.222092
[540,] -8969.181358 -3570.167654
[541,] -4941.264814 -8969.181358
[542,] 5568.218545 -4941.264814
[543,] 239.993639 5568.218545
[544,] 491.607440 239.993639
[545,] -828.798706 491.607440
[546,] 774.225639 -828.798706
[547,] 3937.835893 774.225639
[548,] -3460.481407 3937.835893
[549,] -170.882161 -3460.481407
[550,] -864.339956 -170.882161
[551,] -1789.157865 -864.339956
[552,] -11213.030710 -1789.157865
[553,] 57.411645 -11213.030710
[554,] -4825.884857 57.411645
[555,] 8262.017392 -4825.884857
[556,] -5114.602911 8262.017392
[557,] 966.203990 -5114.602911
[558,] 2616.628238 966.203990
[559,] 9770.011741 2616.628238
[560,] 506.535844 9770.011741
[561,] -4694.985563 506.535844
[562,] 4471.607440 -4694.985563
[563,] 3355.014437 4471.607440
[564,] 3107.522140 3355.014437
[565,] -266.378005 3107.522140
[566,] 1575.014437 -266.378005
[567,] -142.588355 1575.014437
[568,] -3648.443358 -142.588355
[569,] -9294.584808 -3648.443358
[570,] 1700.316589 -9294.584808
[571,] -4062.971008 1700.316589
[572,] -2759.199460 -4062.971008
[573,] -3743.464156 -2759.199460
[574,] -7397.567558 -3743.464156
[575,] 7534.115143 -7397.567558
[576,] 225.821337 7534.115143
[577,] 6982.414340 225.821337
[578,] 5313.331736 6982.414340
[579,] 5512.031688 5313.331736
[580,] 59.518593 5512.031688
[581,] -4099.674506 59.518593
[582,] 1159.117839 -4099.674506
[583,] -4635.478711 1159.117839
[584,] 3490.011741 -4635.478711
[585,] -2184.561315 3490.011741
[586,] 5949.440789 -2184.561315
[587,] -2466.285611 5949.440789
[588,] 10.417887 -2466.285611
[589,] 1251.242889 10.417887
[590,] -1641.772257 1251.242889
[591,] 3899.058136 -1641.772257
[592,] -430.075261 3899.058136
[593,] -2005.571104 -430.075261
[594,] 4029.542086 -2005.571104
[595,] -2968.775213 4029.542086
[596,] -1388.383362 -2968.775213
[597,] 4073.248540 -1388.383362
[598,] 11606.162389 4073.248540
[599,] -2864.764204 11606.162389
[600,] 1337.826988 -2864.764204
[601,] -7966.691757 1337.826988
[602,] 3307.946388 -7966.691757
[603,] 5287.462438 3307.946388
[604,] -6809.923171 5287.462438
[605,] 6747.181083 -6809.923171
[606,] -567.493272 6747.181083
[607,] -488.816813 -567.493272
[608,] 3412.967185 -488.816813
[609,] 5308.753288 3412.967185
[610,] 5467.946388 5308.753288
[611,] -5451.647467 5467.946388
[612,] -6277.534867 -5451.647467
[613,] -6985.921066 -6277.534867
[614,] -2307.493272 -6985.921066
[615,] -4024.519720 -2307.493272
[616,] -1680.347418 -4024.519720
[617,] -6195.902964 -1680.347418
[618,] -1633.814118 -6195.902964
[619,] -976.727967 -1633.814118
[620,] 19423.349838 -976.727967
[621,] -707.457062 19423.349838
[622,] 2701.284485 -707.457062
[623,] 5337.563735 2701.284485
[624,] 854.156738 5337.563735
[625,] -5006.709865 854.156738
[626,] 3904.180231 -5006.709865
[627,] 164.249132 3904.180231
[628,] 12376.756835 164.249132
[629,] 203.272033 12376.756835
[630,] -2843.745218 203.272033
[631,] -3558.410668 -2843.745218
[632,] -7856.157014 -3558.410668
[633,] 2319.076238 -7856.157014
[634,] 3171.607434 2319.076238
[635,] -1906.244016 3171.607434
[636,] 1280.376286 -1906.244016
[637,] -1277.032815 1280.376286
[638,] 6887.070587 -1277.032815
[639,] -4714.943968 6887.070587
[640,] -7351.324517 -4714.943968
[641,] 2249.993634 -7351.324517
[642,] -4135.114166 2249.993634
[643,] 2784.649886 -4135.114166
[644,] 15502.967185 2784.649886
[645,] 7249.569386 15502.967185
[646,] 6356.586637 7249.569386
[647,] 573.672788 6356.586637
[648,] -1187.502470 573.672788
[649,] -2713.814118 -1187.502470
[650,] -2767.857817 -2713.814118
> z <- as.data.frame(dum1)
> z
lag(myerror, k = 1) myerror
1 -13955.834059 -3508.885708
2 6.900395 -13955.834059
3 -2485.257352 6.900395
4 -3216.871153 -2485.257352
5 -658.009907 -3216.871153
6 -406.820354 -658.009907
7 -3396.013454 -406.820354
8 -2097.203007 -3396.013454
9 -4245.096058 -2097.203007
10 1550.196896 -4245.096058
11 -1068.171201 1550.196896
12 -37.203007 -1068.171201
13 -4415.995352 -37.203007
14 60.214998 -4415.995352
15 2599.721851 60.214998
16 2420.911403 2599.721851
17 4310.196896 2420.911403
18 -697.678053 4310.196896
19 -1253.888403 -697.678053
20 4304.300298 -1253.888403
21 -1237.313502 4304.300298
22 -1194.312651 -1237.313502
23 1087.886691 -1194.312651
24 1035.083706 1087.886691
25 -1763.081503 1035.083706
26 3200.104503 -1763.081503
27 6807.393543 3200.104503
28 -2665.096058 6807.393543
29 3124.300298 -2665.096058
30 -1395.502204 3124.300298
31 3737.393543 -1395.502204
32 660.690044 3737.393543
33 3348.089948 660.690044
34 -217.203007 3348.089948
35 3032.321947 -217.203007
36 1266.425349 3032.321947
37 -6024.381551 1266.425349
38 -1454.381551 -6024.381551
39 7684.903942 -1454.381551
40 654.811548 7684.903942
41 4435.507953 654.811548
42 -606.396107 4435.507953
43 2708.896848 -606.396107
44 171.114292 2708.896848
45 -1505.681600 171.114292
46 -2374.782306 -1505.681600
47 -1598.595449 -2374.782306
48 1724.004648 -1598.595449
49 2743.894153 1724.004648
50 2254.097041 2743.894153
51 8266.111597 2254.097041
52 -2413.574651 8266.111597
53 -733.191998 -2413.574651
54 3533.128847 -733.191998
55 3418.693591 3533.128847
56 1869.883144 3418.693591
57 5641.386449 1869.883144
58 -3961.799557 5641.386449
59 -3340.591902 -3961.799557
60 1817.393543 -3340.591902
61 2391.003797 1817.393543
62 6746.789899 2391.003797
63 -4145.188452 6746.789899
64 -3704.805799 -4145.188452
65 -2502.274603 -3704.805799
66 -1908.503055 -2502.274603
67 2588.089948 -1908.503055
68 909.500491 2588.089948
69 -1874.381551 909.500491
70 4368.200443 -1874.381551
71 1906.918497 4368.200443
72 352.321947 1906.918497
73 -4343.081503 352.321947
74 -1906.488500 -4343.081503
75 3204.701053 -1906.488500
76 1195.507953 3204.701053
77 3948.287445 1195.507953
78 2720.196896 3948.287445
79 1866.093494 2720.196896
80 2480.196896 1866.093494
81 -5536.802252 2480.196896
82 -1503.574651 -5536.802252
83 -1099.309956 -1503.574651
84 -4628.816808 -1099.309956
85 -3164.874699 -4628.816808
86 -703.888403 -3164.874699
87 424.701053 -703.888403
88 -6033.888403 424.701053
89 4574.097041 -6033.888403
90 -730.098754 4574.097041
91 -5737.295400 -730.098754
92 -842.606457 -5737.295400
93 887.393543 -842.606457
94 -4308.484953 887.393543
95 -5682.274603 -4308.484953
96 -5643.888403 -5682.274603
97 -1951.085050 -5643.888403
98 -4213.574651 -1951.085050
99 -1869.378856 -4213.574651
100 -1255.681600 -1869.378856
101 -2439.291854 -1255.681600
102 1049.500491 -2439.291854
103 666.001101 1049.500491
104 -5.188452 666.001101
105 -918.595449 -5.188452
106 -3874.713406 -918.595449
107 2938.514195 -3874.713406
108 3397.393543 2938.514195
109 2122.303845 3397.393543
110 -1007.295400 2122.303845
111 352.704600 -1007.295400
112 -412.292705 352.704600
113 -608.009907 -412.292705
114 -213.099605 -608.009907
115 4315.107199 -213.099605
116 -1196.396107 4315.107199
117 3418.914950 -1196.396107
118 2033.128847 3418.914950
119 1076.900395 2033.128847
120 -1557.696155 1076.900395
121 -2667.788548 -1557.696155
122 -594.381551 -2667.788548
123 -4997.203007 -594.381551
124 -3823.574651 -4997.203007
125 836.517742 -3823.574651
126 1973.110745 836.517742
127 561.990093 1973.110745
128 -2844.695304 561.990093
129 -8229.785002 -2844.695304
130 -642.767751 -8229.785002
131 -1118.885708 -642.767751
132 2271.828799 -1118.885708
133 697.614902 2271.828799
134 -2567.788548 697.614902
135 -2163.413358 -2567.788548
136 -6487.678053 -2163.413358
137 -2797.295400 -6487.678053
138 -60.499509 -2797.295400
139 313.018352 -60.499509
140 594.097041 313.018352
141 769.901246 594.097041
142 -2867.678053 769.901246
143 -777.788548 -2867.678053
144 1988.200443 -777.788548
145 602.483241 1988.200443
146 597.794297 602.483241
147 -444.220258 597.794297
148 -1207.678053 -444.220258
149 -4744.695304 -1207.678053
150 1229.500491 -4744.695304
151 306.900395 1229.500491
152 197.232249 306.900395
153 4439.228703 197.232249
154 -49.692608 4439.228703
155 -8312.113309 -49.692608
156 -558.484953 -8312.113309
157 663.511500 -558.484953
158 -4167.203007 663.511500
159 697.283047 -4167.203007
160 -1411.799557 697.283047
161 -1440.098754 -1411.799557
162 3133.018352 -1440.098754
163 4844.903942 3133.018352
164 1217.614902 4844.903942
165 2764.811548 1217.614902
166 2814.701053 2764.811548
167 -140.278149 2814.701053
168 3834.318400 -140.278149
169 4212.594104 3834.318400
170 2273.290141 4212.594104
171 -2616.802252 2273.290141
172 -2284.289158 -2616.802252
173 -1729.692608 -2284.289158
174 -505.096058 -1729.692608
175 5293.493398 -505.096058
176 -5554.289158 5293.493398
177 1082.142552 -5554.289158
178 3473.986546 1082.142552
179 2611.114292 3473.986546
180 -3968.484953 2611.114292
181 -3981.467702 -3968.484953
182 154.318400 -3981.467702
183 738.896848 154.318400
184 -3173.413358 738.896848
185 -123.888403 -3173.413358
186 -811.085050 -123.888403
187 -2877.355103 -811.085050
188 -6566.396107 -2877.355103
189 -976.871153 -6566.396107
190 1637.614902 -976.871153
191 2212.211452 1637.614902
192 1021.183192 2212.211452
193 -1660.098754 1021.183192
194 198.896848 -1660.098754
195 1445.194201 198.896848
196 890.597651 1445.194201
197 45.710842 890.597651
198 732.303845 45.710842
199 4486.918497 732.303845
200 -1542.606457 4486.918497
201 -792.316198 -1542.606457
202 1706.093494 -792.316198
203 449.389996 1706.093494
204 884.903942 449.389996
205 -1621.891950 884.903942
206 -3603.081503 -1621.891950
207 -1339.692608 -3603.081503
208 3861.183192 -1339.692608
209 2650.307392 3861.183192
210 2117.707295 2650.307392
211 -1295.902959 2117.707295
212 3022.193350 -1295.902959
213 -6181.306409 3022.193350
214 -371.509298 -6181.306409
215 -5069.623708 -371.509298
216 -2949.692608 -5069.623708
217 -6407.203007 -2949.692608
218 5445.489851 -6407.203007
219 -6873.888403 5445.489851
220 -694.782306 -6873.888403
221 1258.421802 -694.782306
222 3363.690896 1258.421802
223 -4660.591902 3363.690896
224 -1498.978101 -4660.591902
225 -3493.099605 -1498.978101
226 -64.399653 -3493.099605
227 -308.978101 -64.399653
228 -351.306409 -308.978101
229 5892.193350 -351.306409
230 -4701.891950 5892.193350
231 -617.203007 -4701.891950
232 1214.004648 -617.203007
233 3437.886691 1214.004648
234 1439.389996 3437.886691
235 656.425349 1439.389996
236 2811.003797 656.425349
237 47.232249 2811.003797
238 -2916.709859 47.232249
239 1382.796993 -2916.709859
240 -2017.696155 1382.796993
241 -5508.484953 -2017.696155
242 -220.591902 -5508.484953
243 -1963.906506 -220.591902
244 1758.693591 -1963.906506
245 -1476.396107 1758.693591
246 -8175.902959 -1476.396107
247 -14.399653 -8175.902959
248 1535.618449 -14.399653
249 -6884.695304 1535.618449
250 -1308.816808 -6884.695304
251 2019.901246 -1308.816808
252 -2723.888403 2019.901246
253 -1223.413358 -2723.888403
254 -793.099605 -1223.413358
255 4143.493398 -793.099605
256 2814.318400 4143.493398
257 765.618449 2814.318400
258 -703.482258 765.618449
259 1036.111597 -703.482258
260 1102.211452 1036.111597
261 2764.811548 1102.211452
262 5703.511500 2764.811548
263 -3519.692608 5703.511500
264 3627.707295 -3519.692608
265 4207.707295 3627.707295
266 4668.896848 4207.707295
267 2786.918497 4668.896848
268 -114.695304 2786.918497
269 -438.009907 -114.695304
270 -1579.785002 -438.009907
271 -6693.081503 -1579.785002
272 -1170.610004 -6693.081503
273 1553.511500 -1170.610004
274 5975.507953 1553.511500
275 -1845.096058 5975.507953
276 265.507953 -1845.096058
277 -249.309956 265.507953
278 -83.191998 -249.309956
279 3505.618449 -83.191998
280 3390.690044 3505.618449
281 -2302.606457 3390.690044
282 5156.789899 -2302.606457
283 3413.603893 5156.789899
284 790.104503 3413.603893
285 2790.621144 790.104503
286 1451.897699 2790.621144
287 5370.690044 1451.897699
288 -2896.709859 5370.690044
289 -4678.885708 -2896.709859
290 -1152.767751 -4678.885708
291 686.111597 -1152.767751
292 862.211452 686.111597
293 73.603893 862.211452
294 -3476.871153 73.603893
295 464.207905 -3476.871153
296 1298.421802 464.207905
297 3590.528751 1298.421802
298 3214.903942 3590.528751
299 -3898.978101 3214.903942
300 1224.793446 -3898.978101
301 -791.799557 1224.793446
302 5491.496945 -791.799557
303 8850.911403 5491.496945
304 287.393543 8850.911403
305 -4293.906506 287.393543
306 -6976.691757 -4293.906506
307 -6737.184905 -6976.691757
308 2128.260140 -6737.184905
309 -1259.268361 2128.260140
310 934.115143 -1259.268361
311 3872.031688 934.115143
312 -4729.360754 3872.031688
313 -5449.674506 -4729.360754
314 1057.010890 -5449.674506
315 -424.160561 1057.010890
316 5172.925590 -424.160561
317 7509.629089 5172.925590
318 6960.011741 7509.629089
319 -348.775213 6960.011741
320 5271.607440 -348.775213
321 7703.331736 5271.607440
322 -2356.378005 7703.331736
323 6402.907488 -2356.378005
324 -2130.974555 6402.907488
325 -1436.285611 -2130.974555
326 -37.991805 -1436.285611
327 -646.267509 -37.991805
328 -10035.045266 -646.267509
329 -6672.902108 -10035.045266
330 -957.991805 -6672.902108
331 2712.100588 -957.991805
332 1013.331736 2712.100588
333 -162.989110 1013.331736
334 -6071.781455 -162.989110
335 -894.178663 -6071.781455
336 -4480.974555 -894.178663
337 -8596.378005 -4480.974555
338 544.428896 -8596.378005
339 -2145.077956 544.428896
340 6304.115143 -2145.077956
341 -3200.882161 6304.115143
342 442.008195 -3200.882161
343 2609.924739 442.008195
344 998.310938 2609.924739
345 5888.329040 998.310938
346 3949.135941 5888.329040
347 2064.115143 3949.135941
348 1197.504038 2064.115143
349 2678.260140 1197.504038
350 2966.535844 2678.260140
351 2103.621995 2966.535844
352 1796.604744 2103.621995
353 4302.414340 1796.604744
354 3935.761635 4302.414340
355 -215.861364 3935.761635
356 213.221241 -215.861364
357 8995.839439 213.221241
358 -4446.378005 8995.839439
359 -635.077956 -4446.378005
360 4829.135941 -635.077956
361 7440.818642 4829.135941
362 5484.461586 7440.818642
363 -5122.588355 5484.461586
364 -6257.074410 -5122.588355
365 -8863.141206 -6257.074410
366 -555.451411 -8863.141206
367 -524.671811 -555.451411
368 11513.248540 -524.671811
369 358.711693 11513.248540
370 -3622.495962 358.711693
371 -4867.991805 -3622.495962
372 -7085.077956 -4867.991805
373 -730.882161 -7085.077956
374 -10.006361 -730.882161
375 -3681.288307 -10.006361
376 2891.717935 -3681.288307
377 -5159.259163 2891.717935
378 -3950.167654 -5159.259163
379 1339.993639 -3950.167654
380 -629.641816 1339.993639
381 1902.501343 -629.641816
382 4548.218545 1902.501343
383 4998.310938 4548.218545
384 -5835.086861 4998.310938
385 3623.714389 -5835.086861
386 2733.732491 3623.714389
387 -1945.861364 2733.732491
388 702.414340 -1945.861364
389 4154.922044 702.414340
390 2633.308243 4154.922044
391 -2677.567558 2633.308243
392 3547.010890 -2677.567558
393 -3031.375309 3547.010890
394 -5494.271056 -3031.375309
395 -536.778759 -5494.271056
396 -736.285611 -536.778759
397 794.225639 -736.285611
398 -4325.460609 794.225639
399 3198.320136 -4325.460609
400 6884.115143 3198.320136
401 -804.671811 6884.115143
402 1168.711693 -804.671811
403 -255.368216 1168.711693
404 -1248.775213 -255.368216
405 -2734.602911 -1248.775213
406 -2173.371762 -2734.602911
407 -1640.882161 -2173.371762
408 -5987.991805 -1640.882161
409 -3520.882161 -5987.991805
410 -2656.345314 -3520.882161
411 -6681.375309 -2656.345314
412 2805.797844 -6681.375309
413 925.328189 2805.797844
414 2194.138636 925.328189
415 -5592.588355 2194.138636
416 -3835.884857 -5592.588355
417 3585.397089 -3835.884857
418 12208.651990 3585.397089
419 5552.100588 12208.651990
420 -2492.588355 5552.100588
421 -6962.095207 -2492.588355
422 -1608.060706 -6962.095207
423 560.842135 -1608.060706
424 -794.271056 560.842135
425 -340.457914 -794.271056
426 6038.310938 -340.457914
427 1509.518593 6038.310938
428 -2492.989110 1509.518593
429 -7142.071714 -2492.989110
430 -4789.199460 -7142.071714
431 -2913.362565 -4789.199460
432 -5107.991805 -2913.362565
433 946.628238 -5107.991805
434 1741.607440 946.628238
435 6040.758939 1741.607440
436 715.014437 6040.758939
437 4424.913139 715.014437
438 10113.308243 4424.913139
439 1225.032539 10113.308243
440 -9125.953757 1225.032539
441 -5284.764204 -9125.953757
442 3121.123490 -5284.764204
443 -1644.202156 3121.123490
444 3094.428896 -1644.202156
445 -8952.164107 3094.428896
446 -38.688210 -8952.164107
447 2092.907488 -38.688210
448 14725.415192 2092.907488
449 6964.115143 14725.415192
450 8412.432442 6964.115143
451 -4077.092512 8412.432442
452 4388.633888 -4077.092512
453 8646.222092 4388.633888
454 1420.818642 8646.222092
455 -5246.267509 1420.818642
456 -1938.060706 -5246.267509
457 -1248.858408 -1938.060706
458 957.411645 -1248.858408
459 -2232.164107 957.411645
460 7506.715240 -2232.164107
461 267.817790 7506.715240
462 -5749.988259 267.817790
463 -6257.991805 -5749.988259
464 -4263.371762 -6257.991805
465 -4605.409811 -4263.371762
466 183.714389 -4605.409811
467 -7.746953 183.714389
468 -1270.472209 -7.746953
469 -12926.982016 -1270.472209
470 -4487.991805 -12926.982016
471 6162.414340 -4487.991805
472 5107.435138 6162.414340
473 -4930.974555 5107.435138
474 -6310.167654 -4930.974555
475 -11613.362565 -6310.167654
476 6296.628238 -11613.362565
477 4200.417887 6296.628238
478 -2306.285611 4200.417887
479 -942.555665 -2306.285611
480 -215.469514 -942.555665
481 -6189.360754 -215.469514
482 -7276.285611 -6189.360754
483 2679.117839 -7276.285611
484 2272.847786 2679.117839
485 4240.818642 2272.847786
486 7318.329040 4240.818642
487 627.522140 7318.329040
488 213.221241 627.522140
489 -2264.178663 213.221241
490 -10613.454958 -2264.178663
491 1016.646340 -10613.454958
492 2693.230438 1016.646340
493 3257.010890 2693.230438
494 -5977.959115 3257.010890
495 -2983.302862 -5977.959115
496 3596.697138 -2983.302862
497 -982.878615 3596.697138
498 2481.625542 -982.878615
499 -1802.989110 2481.625542
500 9740.394394 -1802.989110
501 1035.821337 9740.394394
502 2272.847786 1035.821337
503 4493.714389 2272.847786
504 -4780.974555 4493.714389
505 -270.481407 -4780.974555
506 8448.711693 -270.481407
507 -2415.478711 8448.711693
508 -2456.285611 -2415.478711
509 1370.325494 -2456.285611
510 -3009.564011 1370.325494
511 7634.608291 -3009.564011
512 802.524836 7634.608291
513 8541.311790 802.524836
514 1646.120794 8541.311790
515 -2537.968312 1646.120794
516 -3300.974555 -2537.968312
517 -3530.974555 -3300.974555
518 641.547737 -3530.974555
519 -1872.979912 641.547737
520 1973.239343 -1872.979912
521 -4011.288307 1973.239343
522 -4177.498657 -4011.288307
523 -3249.988259 -4177.498657
524 926.628238 -3249.988259
525 -168.350965 926.628238
526 3159.117839 -168.350965
527 3303.621995 3159.117839
528 2624.521289 3303.621995
529 -2708.775213 2624.521289
530 1128.735186 -2708.775213
531 -3068.775213 1128.735186
532 -2050.882161 -3068.775213
533 459.518593 -2050.882161
534 -10485.077956 459.518593
535 -1059.564011 -10485.077956
536 5729.518593 -1059.564011
537 9203.654686 5729.518593
538 3776.222092 9203.654686
539 -3570.167654 3776.222092
540 -8969.181358 -3570.167654
541 -4941.264814 -8969.181358
542 5568.218545 -4941.264814
543 239.993639 5568.218545
544 491.607440 239.993639
545 -828.798706 491.607440
546 774.225639 -828.798706
547 3937.835893 774.225639
548 -3460.481407 3937.835893
549 -170.882161 -3460.481407
550 -864.339956 -170.882161
551 -1789.157865 -864.339956
552 -11213.030710 -1789.157865
553 57.411645 -11213.030710
554 -4825.884857 57.411645
555 8262.017392 -4825.884857
556 -5114.602911 8262.017392
557 966.203990 -5114.602911
558 2616.628238 966.203990
559 9770.011741 2616.628238
560 506.535844 9770.011741
561 -4694.985563 506.535844
562 4471.607440 -4694.985563
563 3355.014437 4471.607440
564 3107.522140 3355.014437
565 -266.378005 3107.522140
566 1575.014437 -266.378005
567 -142.588355 1575.014437
568 -3648.443358 -142.588355
569 -9294.584808 -3648.443358
570 1700.316589 -9294.584808
571 -4062.971008 1700.316589
572 -2759.199460 -4062.971008
573 -3743.464156 -2759.199460
574 -7397.567558 -3743.464156
575 7534.115143 -7397.567558
576 225.821337 7534.115143
577 6982.414340 225.821337
578 5313.331736 6982.414340
579 5512.031688 5313.331736
580 59.518593 5512.031688
581 -4099.674506 59.518593
582 1159.117839 -4099.674506
583 -4635.478711 1159.117839
584 3490.011741 -4635.478711
585 -2184.561315 3490.011741
586 5949.440789 -2184.561315
587 -2466.285611 5949.440789
588 10.417887 -2466.285611
589 1251.242889 10.417887
590 -1641.772257 1251.242889
591 3899.058136 -1641.772257
592 -430.075261 3899.058136
593 -2005.571104 -430.075261
594 4029.542086 -2005.571104
595 -2968.775213 4029.542086
596 -1388.383362 -2968.775213
597 4073.248540 -1388.383362
598 11606.162389 4073.248540
599 -2864.764204 11606.162389
600 1337.826988 -2864.764204
601 -7966.691757 1337.826988
602 3307.946388 -7966.691757
603 5287.462438 3307.946388
604 -6809.923171 5287.462438
605 6747.181083 -6809.923171
606 -567.493272 6747.181083
607 -488.816813 -567.493272
608 3412.967185 -488.816813
609 5308.753288 3412.967185
610 5467.946388 5308.753288
611 -5451.647467 5467.946388
612 -6277.534867 -5451.647467
613 -6985.921066 -6277.534867
614 -2307.493272 -6985.921066
615 -4024.519720 -2307.493272
616 -1680.347418 -4024.519720
617 -6195.902964 -1680.347418
618 -1633.814118 -6195.902964
619 -976.727967 -1633.814118
620 19423.349838 -976.727967
621 -707.457062 19423.349838
622 2701.284485 -707.457062
623 5337.563735 2701.284485
624 854.156738 5337.563735
625 -5006.709865 854.156738
626 3904.180231 -5006.709865
627 164.249132 3904.180231
628 12376.756835 164.249132
629 203.272033 12376.756835
630 -2843.745218 203.272033
631 -3558.410668 -2843.745218
632 -7856.157014 -3558.410668
633 2319.076238 -7856.157014
634 3171.607434 2319.076238
635 -1906.244016 3171.607434
636 1280.376286 -1906.244016
637 -1277.032815 1280.376286
638 6887.070587 -1277.032815
639 -4714.943968 6887.070587
640 -7351.324517 -4714.943968
641 2249.993634 -7351.324517
642 -4135.114166 2249.993634
643 2784.649886 -4135.114166
644 15502.967185 2784.649886
645 7249.569386 15502.967185
646 6356.586637 7249.569386
647 573.672788 6356.586637
648 -1187.502470 573.672788
649 -2713.814118 -1187.502470
650 -2767.857817 -2713.814118
> plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
> lines(lowess(z))
> abline(lm(z))
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/7q8jl1292085873.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/8jh151292085873.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
> grid()
> dev.off()
null device
1
> postscript(file="/var/www/html/rcomp/tmp/9jh151292085873.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
> opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
> plot(mylm, las = 1, sub='Residual Diagnostics')
> par(opar)
> dev.off()
null device
1
> if (n > n25) {
+ postscript(file="/var/www/html/rcomp/tmp/10jh151292085873.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556)
+ plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
+ grid()
+ dev.off()
+ }
null device
1
>
> #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/rcomp/createtable")
>
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
> a<-table.row.end(a)
> myeq <- colnames(x)[1]
> myeq <- paste(myeq, '[t] = ', sep='')
> for (i in 1:k){
+ if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
+ myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
+ if (rownames(mysum$coefficients)[i] != '(Intercept)') {
+ myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
+ if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
+ }
+ }
> myeq <- paste(myeq, ' + e[t]')
> a<-table.row.start(a)
> a<-table.element(a, myeq)
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/11frze1292085873.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,hyperlink('http://www.xycoon.com/ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'Variable',header=TRUE)
> a<-table.element(a,'Parameter',header=TRUE)
> a<-table.element(a,'S.D.',header=TRUE)
> a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
> a<-table.element(a,'2-tail p-value',header=TRUE)
> a<-table.element(a,'1-tail p-value',header=TRUE)
> a<-table.row.end(a)
> for (i in 1:k){
+ a<-table.row.start(a)
+ a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
+ a<-table.element(a,mysum$coefficients[i,1])
+ a<-table.element(a, round(mysum$coefficients[i,2],6))
+ a<-table.element(a, round(mysum$coefficients[i,3],4))
+ a<-table.element(a, round(mysum$coefficients[i,4],6))
+ a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/12jrx21292085873.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple R',1,TRUE)
> a<-table.element(a, sqrt(mysum$r.squared))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'R-squared',1,TRUE)
> a<-table.element(a, mysum$r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Adjusted R-squared',1,TRUE)
> a<-table.element(a, mysum$adj.r.squared)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (value)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[1])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[2])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
> a<-table.element(a, mysum$fstatistic[3])
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'p-value',1,TRUE)
> a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
> a<-table.element(a, mysum$sigma)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
> a<-table.element(a, sum(myerror*myerror))
> a<-table.row.end(a)
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/13fjdb1292085873.tab")
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a, 'Time or Index', 1, TRUE)
> a<-table.element(a, 'Actuals', 1, TRUE)
> a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
> a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,i, 1, TRUE)
+ a<-table.element(a,x[i])
+ a<-table.element(a,x[i]-mysum$resid[i])
+ a<-table.element(a,mysum$resid[i])
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/14ijbh1292085873.tab")
> if (n > n25) {
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-values',header=TRUE)
+ a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'breakpoint index',header=TRUE)
+ a<-table.element(a,'greater',header=TRUE)
+ a<-table.element(a,'2-sided',header=TRUE)
+ a<-table.element(a,'less',header=TRUE)
+ a<-table.row.end(a)
+ for (mypoint in kp3:nmkm3) {
+ a<-table.row.start(a)
+ a<-table.element(a,mypoint,header=TRUE)
+ a<-table.element(a,gqarr[mypoint-kp3+1,1])
+ a<-table.element(a,gqarr[mypoint-kp3+1,2])
+ a<-table.element(a,gqarr[mypoint-kp3+1,3])
+ a<-table.row.end(a)
+ }
+ a<-table.end(a)
+ table.save(a,file="/var/www/html/rcomp/tmp/153kan1292085873.tab")
+ a<-table.start()
+ a<-table.row.start(a)
+ a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'Description',header=TRUE)
+ a<-table.element(a,'# significant tests',header=TRUE)
+ a<-table.element(a,'% significant tests',header=TRUE)
+ a<-table.element(a,'OK/NOK',header=TRUE)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'1% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant1)
+ a<-table.element(a,numsignificant1/numgqtests)
+ if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'5% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant5)
+ a<-table.element(a,numsignificant5/numgqtests)
+ if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'10% type I error level',header=TRUE)
+ a<-table.element(a,numsignificant10)
+ a<-table.element(a,numsignificant10/numgqtests)
+ if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
+ a<-table.element(a,dum)
+ a<-table.row.end(a)
+ a<-table.end(a)
+ table.save(a,file="/var/www/html/rcomp/tmp/16p38b1292085873.tab")
+ }
>
> try(system("convert tmp/1n73f1292085873.ps tmp/1n73f1292085873.png",intern=TRUE))
character(0)
> try(system("convert tmp/2n73f1292085873.ps tmp/2n73f1292085873.png",intern=TRUE))
character(0)
> try(system("convert tmp/3n73f1292085873.ps tmp/3n73f1292085873.png",intern=TRUE))
character(0)
> try(system("convert tmp/4xy2i1292085873.ps tmp/4xy2i1292085873.png",intern=TRUE))
character(0)
> try(system("convert tmp/5xy2i1292085873.ps tmp/5xy2i1292085873.png",intern=TRUE))
character(0)
> try(system("convert tmp/6xy2i1292085873.ps tmp/6xy2i1292085873.png",intern=TRUE))
character(0)
> try(system("convert tmp/7q8jl1292085873.ps tmp/7q8jl1292085873.png",intern=TRUE))
character(0)
> try(system("convert tmp/8jh151292085873.ps tmp/8jh151292085873.png",intern=TRUE))
character(0)
> try(system("convert tmp/9jh151292085873.ps tmp/9jh151292085873.png",intern=TRUE))
character(0)
> try(system("convert tmp/10jh151292085873.ps tmp/10jh151292085873.png",intern=TRUE))
character(0)
>
>
> proc.time()
user system elapsed
24.189 3.016 55.977