| Seasonal decomposition of time series | | *The author of this computation has been verified* | | R Software Module: /rwasp_decomposeloess.wasp (opens new window with default values) | | Title produced by software: Decomposition by Loess | | Date of computation: Mon, 29 Nov 2010 20:21:39 +0000 | | | | Cite this page as follows: | | Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s.htm/, Retrieved Mon, 29 Nov 2010 21:20:59 +0100 | | | | BibTeX entries for LaTeX users: | @Manual{KEY,
author = {{YOUR NAME}},
publisher = {Office for Research Development and Education},
title = {Statistical Computations at FreeStatistics.org, URL http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s.htm/},
year = {2010},
}
@Manual{R,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Development Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2010},
note = {{ISBN} 3-900051-07-0},
url = {http://www.R-project.org},
}
| | | | Original text written by user: | | | | | IsPrivate? | | No (this computation is public) | | | | User-defined keywords: | | | | | Dataseries X: | | » Textbox « » Textfile « » CSV « | | 235.1
280.7
264.6
240.7
201.4
240.8
241.1
223.8
206.1
174.7
203.3
220.5
299.5
347.4
338.3
327.7
351.6
396.6
438.8
395.6
363.5
378.8
357
369
464.8
479.1
431.3
366.5
326.3
355.1
331.6
261.3
249
205.5
235.6
240.9
264.9
253.8
232.3
193.8
177
213.2
207.2
180.6
188.6
175.4
199
179.6
225.8
234
200.2
183.6
178.2
203.2
208.5
191.8
172.8
148
159.4
154.5
213.2
196.4
182.8
176.4
153.6
173.2
171
151.2
161.9
157.2
201.7
236.4
356.1
398.3
403.7
384.6
365.8
368.1
367.9
347
343.3
292.9
311.5
300.9
366.9
356.9
329.7
316.2
269
289.3
266.2
253.6
233.8
228.4
253.6
260.1
306.6
309.2
309.5
271
279.9
317.9
298.4
246.7
227.3
209.1
259.9
266
320.6
308.5
282.2
262.7
263.5
313.1
284.3
252.6
250.3
246.5
312.7
333.2
446.4
511.6
515.5
506.4
483.2
522.3
509.8
460.7
405.8
375
378.5
406.8
467.8
469.8
429.8
355.8
332.7
378
360.5
334.7
319.5
323.1
363.6
352.1
411.9
388.6
416.4
360.7
338
417.2
388. etc... | | | | Output produced by software: |
| Seasonal Decomposition by Loess - Parameters | | Component | Window | Degree | Jump | | Seasonal | 3721 | 0 | 373 | | Trend | 19 | 1 | 2 | | Low-pass | 13 | 1 | 2 |
| Seasonal Decomposition by Loess - Time Series Components | | t | Observed | Fitted | Seasonal | Trend | Remainder | | 1 | 235.1 | 214.829094530619 | 45.7272473679813 | 209.643658101400 | -20.2709054693809 | | 2 | 280.7 | 293.799061185656 | 54.3836745318679 | 213.217264282476 | 13.0990611856561 | | 3 | 264.6 | 281.533534777280 | 30.8755947591673 | 216.790870463552 | 16.9335347772804 | | 4 | 240.7 | 269.75280229795 | -9.14411997212568 | 220.791317674176 | 29.05280229795 | | 5 | 201.4 | 208.788200694984 | -30.7799655797835 | 224.791764884799 | 7.38820069498442 | | 6 | 240.8 | 211.242077952851 | 41.0692991453643 | 229.288622901785 | -29.5579220471488 | | 7 | 241.1 | 230.992749843621 | 17.4217692376093 | 233.78548091877 | -10.1072501563793 | | 8 | 223.8 | 223.647314722719 | -14.5248380372195 | 238.477523314501 | -0.152685277281023 | | 9 | 206.1 | 201.463179816058 | -32.4327455262893 | 243.169565710231 | -4.63682018394167 | | 10 | 174.7 | 147.954837313879 | -48.7799560450432 | 250.225118731164 | -26.7451626861208 | | 11 | 203.3 | 176.933596335576 | -27.6142680876733 | 257.280671752097 | -26.3664036644237 | | 12 | 220.5 | 196.773631118990 | -26.2016910964050 | 270.428059977415 | -23.7263688810096 | | 13 | 299.5 | 269.697304429287 | 45.7272473679813 | 283.575448202732 | -29.8026955707135 | | 14 | 347.4 | 341.189664808952 | 54.3836745318679 | 299.22666065918 | -6.21033519104799 | | 15 | 338.3 | 330.846532125205 | 30.8755947591673 | 314.877873115628 | -7.4534678747952 | | 16 | 327.7 | 334.024311334212 | -9.14411997212568 | 330.519808637913 | 6.32431133421221 | | 17 | 351.6 | 387.818221419585 | -30.7799655797835 | 346.161744160199 | 36.2182214195846 | | 18 | 396.6 | 392.441684421098 | 41.0692991453643 | 359.689016433538 | -4.15831557890215 | | 19 | 438.8 | 486.961942055514 | 17.4217692376093 | 373.216288706877 | 48.1619420555141 | | 20 | 395.6 | 423.056856557164 | -14.5248380372195 | 382.667981480056 | 27.4568565571638 | | 21 | 363.5 | 367.313071273055 | -32.4327455262893 | 392.119674253235 | 3.81307127305456 | | 22 | 378.8 | 411.165256850869 | -48.7799560450432 | 395.214699194175 | 32.3652568508687 | | 23 | 357 | 343.304543952559 | -27.6142680876733 | 398.309724135114 | -13.6954560474410 | | 24 | 369 | 369.971265782356 | -26.2016910964050 | 394.230425314048 | 0.971265782356454 | | 25 | 464.8 | 493.721626139036 | 45.7272473679813 | 390.151126492983 | 28.9216261390361 | | 26 | 479.1 | 523.191781635749 | 54.3836745318679 | 380.624543832383 | 44.091781635749 | | 27 | 431.3 | 460.626444069049 | 30.8755947591673 | 371.097961171784 | 29.3264440690491 | | 28 | 366.5 | 383.426685670162 | -9.14411997212568 | 358.717434301964 | 16.9266856701622 | | 29 | 326.3 | 337.04305814764 | -30.7799655797835 | 346.336907432144 | 10.74305814764 | | 30 | 355.1 | 337.285003424113 | 41.0692991453643 | 331.845697430523 | -17.8149965758873 | | 31 | 331.6 | 328.423743333488 | 17.4217692376093 | 317.354487428903 | -3.17625666651179 | | 32 | 261.3 | 235.82392099443 | -14.5248380372195 | 301.300917042789 | -25.4760790055698 | | 33 | 249 | 245.185398869613 | -32.4327455262893 | 285.247346656676 | -3.81460113038679 | | 34 | 205.5 | 188.960995855916 | -48.7799560450432 | 270.818960189127 | -16.5390041440842 | | 35 | 235.6 | 242.423694366095 | -27.6142680876733 | 256.390573721579 | 6.82369436609463 | | 36 | 240.9 | 262.947178934096 | -26.2016910964050 | 245.054512162309 | 22.0471789340964 | | 37 | 264.9 | 250.35430202898 | 45.7272473679813 | 233.718450603038 | -14.5456979710197 | | 38 | 253.8 | 227.356800158734 | 54.3836745318679 | 225.859525309398 | -26.4431998412663 | | 39 | 232.3 | 215.723805225074 | 30.8755947591673 | 218.000600015758 | -16.5761947749257 | | 40 | 193.8 | 183.23812197173 | -9.14411997212568 | 213.505998000396 | -10.5618780282699 | | 41 | 177 | 175.768569594751 | -30.7799655797835 | 209.011395985033 | -1.23143040524931 | | 42 | 213.2 | 178.854489157525 | 41.0692991453643 | 206.476211697111 | -34.3455108424754 | | 43 | 207.2 | 193.037203353201 | 17.4217692376093 | 203.941027409189 | -14.1627966467986 | | 44 | 180.6 | 173.434705223465 | -14.5248380372195 | 202.290132813754 | -7.1652947765348 | | 45 | 188.6 | 208.99350730797 | -32.4327455262893 | 200.639238218319 | 20.3935073079700 | | 46 | 175.4 | 200.008141107515 | -48.7799560450432 | 199.571814937528 | 24.6081411075147 | | 47 | 199 | 227.109876430936 | -27.6142680876733 | 198.504391656738 | 28.1098764309356 | | 48 | 179.6 | 187.797222560777 | -26.2016910964050 | 197.604468535628 | 8.19722256077651 | | 49 | 225.8 | 209.168207217500 | 45.7272473679813 | 196.704545414519 | -16.6317927825005 | | 50 | 234 | 218.111367783483 | 54.3836745318679 | 195.504957684649 | -15.8886322165167 | | 51 | 200.2 | 175.219035286054 | 30.8755947591673 | 194.305369954778 | -24.9809647139458 | | 52 | 183.6 | 183.576379040694 | -9.14411997212568 | 192.767740931431 | -0.0236209593056174 | | 53 | 178.2 | 195.949853671699 | -30.7799655797835 | 191.230111908084 | 17.7498536716994 | | 54 | 203.2 | 175.392370571702 | 41.0692991453643 | 189.938330282934 | -27.8076294282983 | | 55 | 208.5 | 210.931682104607 | 17.4217692376093 | 188.646548657784 | 2.43168210460686 | | 56 | 191.8 | 211.120421708298 | -14.5248380372195 | 187.004416328922 | 19.3204217082977 | | 57 | 172.8 | 192.670461526230 | -32.4327455262893 | 185.362284000060 | 19.8704615262295 | | 58 | 148 | 161.531109431451 | -48.7799560450432 | 183.248846613592 | 13.5311094314512 | | 59 | 159.4 | 165.278858860549 | -27.6142680876733 | 181.135409227124 | 5.87885886054909 | | 60 | 154.5 | 156.979150209213 | -26.2016910964050 | 178.222540887192 | 2.47915020921343 | | 61 | 213.2 | 205.36308008476 | 45.7272473679813 | 175.309672547259 | -7.83691991524009 | | 62 | 196.4 | 165.588473296439 | 54.3836745318679 | 172.827852171693 | -30.8115267035610 | | 63 | 182.8 | 164.378373444705 | 30.8755947591673 | 170.346031796127 | -18.4216265552946 | | 64 | 176.4 | 190.713879133249 | -9.14411997212568 | 171.230240838877 | 14.3138791332486 | | 65 | 153.6 | 165.865515698157 | -30.7799655797835 | 172.114449881627 | 12.2655156981566 | | 66 | 173.2 | 125.902561447939 | 41.0692991453643 | 179.428139406697 | -47.297438552061 | | 67 | 171 | 137.836401830624 | 17.4217692376093 | 186.741828931767 | -33.1635981693758 | | 68 | 151.2 | 115.949008974742 | -14.5248380372195 | 200.975829062477 | -35.2509910252575 | | 69 | 161.9 | 141.022916333102 | -32.4327455262893 | 215.209829193187 | -20.8770836668981 | | 70 | 157.2 | 129.322647644385 | -48.7799560450432 | 233.857308400658 | -27.8773523556147 | | 71 | 201.7 | 178.509480479545 | -27.6142680876733 | 252.504787608128 | -23.1905195204551 | | 72 | 236.4 | 227.525189593787 | -26.2016910964050 | 271.476501502618 | -8.87481040621276 | | 73 | 356.1 | 376.024537234912 | 45.7272473679813 | 290.448215397107 | 19.9245372349117 | | 74 | 398.3 | 435.311592051896 | 54.3836745318679 | 306.904733416236 | 37.0115920518963 | | 75 | 403.7 | 453.163153805468 | 30.8755947591673 | 323.361251435365 | 49.4631538054681 | | 76 | 384.6 | 443.862755685216 | -9.14411997212568 | 334.481364286910 | 59.2627556852162 | | 77 | 365.8 | 416.778488441329 | -30.7799655797835 | 345.601477138455 | 50.978488441329 | | 78 | 368.1 | 345.657402343974 | 41.0692991453643 | 349.473298510662 | -22.4425976560265 | | 79 | 367.9 | 365.033110879521 | 17.4217692376093 | 353.34511988287 | -2.86688912047924 | | 80 | 347 | 358.175673701868 | -14.5248380372195 | 350.349164335351 | 11.1756737018680 | | 81 | 343.3 | 371.679536738456 | -32.4327455262893 | 347.353208787833 | 28.3795367384564 | | 82 | 292.9 | 293.325431908523 | -48.7799560450432 | 341.254524136520 | 0.425431908522739 | | 83 | 311.5 | 315.458428602465 | -27.6142680876733 | 335.155839485208 | 3.95842860246535 | | 84 | 300.9 | 300.305102354594 | -26.2016910964050 | 327.696588741811 | -0.594897645405865 | | 85 | 366.9 | 367.835414633605 | 45.7272473679813 | 320.237337998414 | 0.935414633605092 | | 86 | 356.9 | 347.261838197470 | 54.3836745318679 | 312.154487270662 | -9.6381618025303 | | 87 | 329.7 | 324.452768697922 | 30.8755947591673 | 304.071636542911 | -5.24723130207838 | | 88 | 316.2 | 344.230682837504 | -9.14411997212568 | 297.313437134622 | 28.0306828375038 | | 89 | 269 | 278.224727853451 | -30.7799655797835 | 290.555237726333 | 9.22472785345082 | | 90 | 289.3 | 251.621183665013 | 41.0692991453643 | 285.909517189622 | -37.6788163349867 | | 91 | 266.2 | 233.714434109479 | 17.4217692376093 | 281.263796652912 | -32.4855658905214 | | 92 | 253.6 | 243.823300807488 | -14.5248380372195 | 277.901537229731 | -9.77669919251156 | | 93 | 233.8 | 225.493467719739 | -32.4327455262893 | 274.53927780655 | -8.30653228026068 | | 94 | 228.4 | 232.083657756684 | -48.7799560450432 | 273.496298288359 | 3.68365775668394 | | 95 | 253.6 | 262.360949317505 | -27.6142680876733 | 272.453318770169 | 8.76094931750464 | | 96 | 260.1 | 272.779548006722 | -26.2016910964050 | 273.622143089683 | 12.6795480067221 | | 97 | 306.6 | 292.681785222822 | 45.7272473679813 | 274.790967409197 | -13.9182147771783 | | 98 | 309.2 | 288.564650041718 | 54.3836745318679 | 275.451675426414 | -20.6353499582817 | | 99 | 309.5 | 312.012021797202 | 30.8755947591673 | 276.112383443631 | 2.51202179720212 | | 100 | 271 | 275.341180501594 | -9.14411997212568 | 275.802939470531 | 4.34118050159447 | | 101 | 279.9 | 315.086470082352 | -30.7799655797835 | 275.493495497432 | 35.1864700823515 | | 102 | 317.9 | 319.155525988585 | 41.0692991453643 | 275.575174866051 | 1.25552598858462 | | 103 | 298.4 | 303.721376527721 | 17.4217692376093 | 275.65685423467 | 5.32137652772053 | | 104 | 246.7 | 232.761139025409 | -14.5248380372195 | 275.163699011811 | -13.9388609745915 | | 105 | 227.3 | 212.362201737338 | -32.4327455262893 | 274.670543788952 | -14.9377982626625 | | 106 | 209.1 | 193.492634656657 | -48.7799560450432 | 273.487321388387 | -15.6073653433435 | | 107 | 259.9 | 275.110169099852 | -27.6142680876733 | 272.304098987822 | 15.2101690998517 | | 108 | 266 | 286.454346617531 | -26.2016910964050 | 271.747344478874 | 20.4543466175314 | | 109 | 320.6 | 324.282162662093 | 45.7272473679813 | 271.190589969926 | 3.68216266209316 | | 110 | 308.5 | 290.819182699508 | 54.3836745318679 | 271.797142768624 | -17.6808173004924 | | 111 | 282.2 | 261.120709673509 | 30.8755947591673 | 272.403695567323 | -21.0792903264906 | | 112 | 262.7 | 259.697274628193 | -9.14411997212568 | 274.846845343933 | -3.00272537180729 | | 113 | 263.5 | 280.489970459241 | -30.7799655797835 | 277.289995120543 | 16.9899704592409 | | 114 | 313.1 | 300.850787150637 | 41.0692991453643 | 284.279913703998 | -12.2492128493627 | | 115 | 284.3 | 259.908398474936 | 17.4217692376093 | 291.269832287454 | -24.3916015250635 | | 116 | 252.6 | 214.327883580445 | -14.5248380372195 | 305.396954456774 | -38.2721164195545 | | 117 | 250.3 | 213.508668900196 | -32.4327455262893 | 319.524076626094 | -36.7913310998045 | | 118 | 246.5 | 202.864031697315 | -48.7799560450432 | 338.915924347728 | -43.6359683026847 | | 119 | 312.7 | 294.706496018311 | -27.6142680876733 | 358.307772069362 | -17.9935039816887 | | 120 | 333.2 | 313.671619249712 | -26.2016910964050 | 378.930071846692 | -19.5283807502876 | | 121 | 446.4 | 447.520381007996 | 45.7272473679813 | 399.552371624023 | 1.12038100799566 | | 122 | 511.6 | 551.525148679514 | 54.3836745318679 | 417.291176788619 | 39.9251486795135 | | 123 | 515.5 | 565.094423287619 | 30.8755947591673 | 435.029981953214 | 49.5944232876186 | | 124 | 506.4 | 576.219814193543 | -9.14411997212568 | 445.724305778582 | 69.8198141935434 | | 125 | 483.2 | 540.761335975833 | -30.7799655797835 | 456.418629603950 | 57.561335975833 | | 126 | 522.3 | 544.469589182424 | 41.0692991453643 | 459.061111672212 | 22.1695891824235 | | 127 | 509.8 | 540.474637021917 | 17.4217692376093 | 461.703593740474 | 30.674637021917 | | 128 | 460.7 | 478.988211220689 | -14.5248380372195 | 456.93662681653 | 18.2882112206894 | | 129 | 405.8 | 391.863085633703 | -32.4327455262893 | 452.169659892586 | -13.9369143662972 | | 130 | 375 | 356.707163207141 | -48.7799560450432 | 442.072792837902 | -18.2928367928589 | | 131 | 378.5 | 352.638342304456 | -27.6142680876733 | 431.975925783218 | -25.8616576955444 | | 132 | 406.8 | 419.400479886467 | -26.2016910964050 | 420.401211209938 | 12.6004798864665 | | 133 | 467.8 | 481.046255995360 | 45.7272473679813 | 408.826496636659 | 13.2462559953596 | | 134 | 469.8 | 486.065296005813 | 54.3836745318679 | 399.151029462319 | 16.2652960058128 | | 135 | 429.8 | 439.248842952853 | 30.8755947591673 | 389.475562287979 | 9.44884295285334 | | 136 | 355.8 | 337.498881393317 | -9.14411997212568 | 383.245238578809 | -18.3011186066833 | | 137 | 332.7 | 319.165050710145 | -30.7799655797835 | 377.014914869639 | -13.5349492898552 | | 138 | 378 | 342.207770418941 | 41.0692991453643 | 372.722930435695 | -35.792229581059 | | 139 | 360.5 | 335.14728476064 | 17.4217692376093 | 368.430946001751 | -25.3527152393601 | | 140 | 334.7 | 318.16864624025 | -14.5248380372195 | 365.756191796969 | -16.5313537597499 | | 141 | 319.5 | 308.351307934101 | -32.4327455262893 | 363.081437592188 | -11.1486920658987 | | 142 | 323.1 | 331.782040314158 | -48.7799560450432 | 363.197915730885 | 8.68204031415809 | | 143 | 363.6 | 391.499874218091 | -27.6142680876733 | 363.314393869582 | 27.8998742180910 | | 144 | 352.1 | 365.138959637451 | -26.2016910964050 | 365.262731458954 | 13.0389596374507 | | 145 | 411.9 | 410.861683583692 | 45.7272473679813 | 367.211069048326 | -1.03831641630757 | | 146 | 388.6 | 353.798466155341 | 54.3836745318679 | 369.017859312791 | -34.8015338446591 | | 147 | 416.4 | 431.099755663576 | 30.8755947591673 | 370.824649577256 | 14.6997556635765 | | 148 | 360.7 | 357.110730835223 | -9.14411997212568 | 373.433389136903 | -3.58926916477731 | | 149 | 338 | 330.737836883234 | -30.7799655797835 | 376.04212869655 | -7.2621631167662 | | 150 | 417.2 | 410.612965050736 | 41.0692991453643 | 382.7177358039 | -6.58703494926425 | | 151 | 388.4 | 369.984887851140 | 17.4217692376093 | 389.39334291125 | -18.4151121488596 | | 152 | 371.1 | 356.231897386812 | -14.5248380372195 | 400.492940650407 | -14.8681026131878 | | 153 | 331.5 | 283.840207136725 | -32.4327455262893 | 411.592538389564 | -47.6597928632751 | | 154 | 353.7 | 332.406095296224 | -48.7799560450432 | 423.773860748819 | -21.2939047037756 | | 155 | 396.7 | 385.0590849796 | -27.6142680876733 | 435.955183108073 | -11.6409150203999 | | 156 | 447 | 473.189936518508 | -26.2016910964050 | 447.011754577897 | 26.1899365185077 | | 157 | 533.5 | 563.204426584297 | 45.7272473679813 | 458.068326047721 | 29.7044265842974 | | 158 | 565.4 | 610.864664551439 | 54.3836745318679 | 465.551660916693 | 45.4646645514388 | | 159 | 542.3 | 580.689409455167 | 30.8755947591673 | 473.034995785665 | 38.3894094551675 | | 160 | 488.7 | 511.798167286059 | -9.14411997212568 | 474.745952686067 | 23.0981672860590 | | 161 | 467.1 | 488.523055993315 | -30.7799655797835 | 476.456909586468 | 21.4230559933155 | | 162 | 531.3 | 549.541770568455 | 41.0692991453643 | 471.988930286181 | 18.2417705684549 | | 163 | 496.1 | 507.257279776497 | 17.4217692376093 | 467.520950985893 | 11.1572797764973 | | 164 | 444 | 443.284468948841 | -14.5248380372195 | 459.240369088379 | -0.715531051159303 | | 165 | 403.4 | 388.272958335425 | -32.4327455262893 | 450.959787190864 | -15.1270416645748 | | 166 | 386.3 | 379.078691590792 | -48.7799560450432 | 442.301264454251 | -7.22130840920767 | | 167 | 394.1 | 382.171526370036 | -27.6142680876733 | 433.642741717638 | -11.9284736299644 | | 168 | 404.1 | 408.466851475278 | -26.2016910964050 | 425.934839621127 | 4.36685147527783 | | 169 | 462.1 | 460.245815107402 | 45.7272473679813 | 418.226937524616 | -1.85418489259774 | | 170 | 448.1 | 429.703066605302 | 54.3836745318679 | 412.11325886283 | -18.3969333946976 | | 171 | 432.3 | 427.72482503979 | 30.8755947591673 | 405.999580201043 | -4.57517496021012 | | 172 | 386.3 | 379.932992247982 | -9.14411997212568 | 401.811127724143 | -6.36700775201768 | | 173 | 395.2 | 423.557290332539 | -30.7799655797835 | 397.622675247244 | 28.3572903325395 | | 174 | 421.9 | 406.761493854141 | 41.0692991453643 | 395.969207000495 | -15.1385061458589 | | 175 | 382.9 | 354.062492008646 | 17.4217692376093 | 394.315738753745 | -28.8375079913543 | | 176 | 384.2 | 387.891409338233 | -14.5248380372195 | 395.033428698986 | 3.69140933823337 | | 177 | 345.5 | 327.681626882062 | -32.4327455262893 | 395.751118644227 | -17.818373117938 | | 178 | 323.4 | 297.945930911204 | -48.7799560450432 | 397.63402513384 | -25.4540690887964 | | 179 | 372.6 | 373.297336464221 | -27.6142680876733 | 399.516931623452 | 0.697336464221451 | | 180 | 376 | 376.513021945884 | -26.2016910964050 | 401.688669150521 | 0.513021945883565 | | 181 | 462.7 | 475.812345954428 | 45.7272473679813 | 403.860406677591 | 13.1123459544278 | | 182 | 487 | 514.375749706785 | 54.3836745318679 | 405.240575761347 | 27.3757497067851 | | 183 | 444.2 | 450.90366039573 | 30.8755947591673 | 406.620744845103 | 6.7036603957298 | | 184 | 399.3 | 401.029952789863 | -9.14411997212568 | 406.714167182262 | 1.72995278986338 | | 185 | 394.9 | 413.772376060362 | -30.7799655797835 | 406.807589519422 | 18.8723760603617 | | 186 | 455.4 | 463.856757361151 | 41.0692991453643 | 405.873943493485 | 8.45675736115055 | | 187 | 414 | 405.637933294842 | 17.4217692376093 | 404.940297467548 | -8.36206670515776 | | 188 | 375.5 | 362.369098573574 | -14.5248380372195 | 403.155739463645 | -13.1309014264255 | | 189 | 347 | 325.061564066548 | -32.4327455262893 | 401.371181459741 | -21.9384359334522 | | 190 | 339.4 | 328.083789888226 | -48.7799560450432 | 399.496166156817 | -11.3162101117741 | | 191 | 385.8 | 401.593117233780 | -27.6142680876733 | 397.621150853893 | 15.7931172337804 | | 192 | 378.8 | 387.993042812955 | -26.2016910964050 | 395.80864828345 | 9.19304281295473 | | 193 | 451.8 | 463.876606919011 | 45.7272473679813 | 393.996145713008 | 12.0766069190112 | | 194 | 446.1 | 445.941457470447 | 54.3836745318679 | 391.874867997685 | -0.158542529552903 | | 195 | 422.5 | 424.37081495847 | 30.8755947591673 | 389.753590282362 | 1.87081495847031 | | 196 | 383.1 | 388.661329376842 | -9.14411997212568 | 386.682790595283 | 5.56132937684237 | | 197 | 352.8 | 352.767974671579 | -30.7799655797835 | 383.611990908204 | -0.0320253284207865 | | 198 | 445.3 | 469.695185979357 | 41.0692991453643 | 379.835514875278 | 24.3951859793573 | | 199 | 367.5 | 341.519191920038 | 17.4217692376093 | 376.059038842353 | -25.9808080799619 | | 200 | 355.1 | 352.344263411052 | -14.5248380372195 | 372.380574626167 | -2.75573658894791 | | 201 | 326.2 | 316.130635116307 | -32.4327455262893 | 368.702110409982 | -10.0693648836929 | | 202 | 319.8 | 322.818100072876 | -48.7799560450432 | 365.561855972167 | 3.01810007287639 | | 203 | 331.8 | 328.792666553322 | -27.6142680876733 | 362.421601534352 | -3.00733344667816 | | 204 | 340.9 | 348.18490386262 | -26.2016910964050 | 359.816787233785 | 7.28490386261973 | | 205 | 394.1 | 385.2607796988 | 45.7272473679813 | 357.211972933219 | -8.83922030120016 | | 206 | 417.2 | 425.633324544452 | 54.3836745318679 | 354.383000923680 | 8.4333245444517 | | 207 | 369.9 | 357.370376326691 | 30.8755947591673 | 351.554028914142 | -12.5296236733091 | | 208 | 349.2 | 359.784946522622 | -9.14411997212568 | 347.759173449504 | 10.5849465226221 | | 209 | 321.4 | 329.615647594918 | -30.7799655797835 | 343.964317984865 | 8.2156475949182 | | 210 | 405.7 | 431.48336247026 | 41.0692991453643 | 338.847338384376 | 25.7833624702599 | | 211 | 342.9 | 334.647871978504 | 17.4217692376093 | 333.730358783886 | -8.25212802149576 | | 212 | 316.5 | 320.461945683398 | -14.5248380372195 | 327.062892353821 | 3.96194568339848 | | 213 | 284.2 | 280.437319602534 | -32.4327455262893 | 320.395425923755 | -3.76268039746623 | | 214 | 270.9 | 276.501932724054 | -48.7799560450432 | 314.078023320989 | 5.60193272405417 | | 215 | 288.8 | 297.453647369451 | -27.6142680876733 | 307.760620718223 | 8.65364736945077 | | 216 | 278.8 | 280.41018538248 | -26.2016910964050 | 303.391505713925 | 1.61018538247998 | | 217 | 324.4 | 304.050361922391 | 45.7272473679813 | 299.022390709627 | -20.3496380776087 | | 218 | 310.9 | 271.117385475451 | 54.3836745318679 | 296.298939992681 | -39.7826145245485 | | 219 | 299 | 273.548915965099 | 30.8755947591673 | 293.575489275734 | -25.4510840349010 | | 220 | 273 | 263.220489270634 | -9.14411997212568 | 291.923630701491 | -9.77951072936565 | | 221 | 279.3 | 299.108193452535 | -30.7799655797835 | 290.271772127249 | 19.8081934525346 | | 222 | 359.2 | 387.564163708227 | 41.0692991453643 | 289.766537146409 | 28.3641637082269 | | 223 | 305 | 303.316928596822 | 17.4217692376093 | 289.261302165569 | -1.68307140317813 | | 224 | 282.1 | 289.952903374137 | -14.5248380372195 | 288.771934663082 | 7.85290337413738 | | 225 | 250.3 | 244.750178365694 | -32.4327455262893 | 288.282567160595 | -5.54982163430611 | | 226 | 246.5 | 254.927960423689 | -48.7799560450432 | 286.851995621354 | 8.4279604236894 | | 227 | 257.9 | 257.992844005561 | -27.6142680876733 | 285.421424082112 | 0.0928440055610054 | | 228 | 266.5 | 274.395815619938 | -26.2016910964050 | 284.805875476467 | 7.8958156199377 | | 229 | 315.9 | 301.882425761196 | 45.7272473679813 | 284.190326870822 | -14.0175742388035 | | 230 | 318.4 | 296.539980799452 | 54.3836745318679 | 285.876344668680 | -21.8600192005484 | | 231 | 295.4 | 272.362042774294 | 30.8755947591673 | 287.562362466539 | -23.0379572257060 | | 232 | 266.4 | 251.232088456701 | -9.14411997212568 | 290.712031515424 | -15.1679115432987 | | 233 | 245.8 | 228.518265015473 | -30.7799655797835 | 293.86170056431 | -17.2817349845266 | | 234 | 362.8 | 388.13011244109 | 41.0692991453643 | 296.400588413546 | 25.3301124410898 | | 235 | 324.9 | 333.438754499609 | 17.4217692376093 | 298.939476262782 | 8.5387544996089 | | 236 | 294.2 | 303.337448334323 | -14.5248380372195 | 299.587389702897 | 9.13744833432281 | | 237 | 289.5 | 311.197442383278 | -32.4327455262893 | 300.235303143011 | 21.6974423832778 | | 238 | 295.2 | 340.4415933589 | -48.7799560450432 | 298.738362686143 | 45.2415933588999 | | 239 | 290.3 | 310.972845858398 | -27.6142680876733 | 297.241422229275 | 20.6728458583983 | | 240 | 272 | 275.136447655772 | -26.2016910964050 | 295.065243440633 | 3.13644765577203 | | 241 | 307.4 | 276.183687980028 | 45.7272473679813 | 292.889064651991 | -31.2163120199721 | | 242 | 328.7 | 312.31661365283 | 54.3836745318679 | 290.699711815302 | -16.3833863471701 | | 243 | 292.9 | 266.414046262219 | 30.8755947591673 | 288.510358978614 | -26.4859537377808 | | 244 | 249.1 | 220.603401882334 | -9.14411997212568 | 286.740718089791 | -28.4965981176657 | | 245 | 230.4 | 206.608888378814 | -30.7799655797835 | 284.971077200969 | -23.7911116211856 | | 246 | 361.5 | 398.196833525137 | 41.0692991453643 | 283.733867329499 | 36.6968335251369 | | 247 | 321.7 | 343.481573304362 | 17.4217692376093 | 282.496657458028 | 21.7815733043624 | | 248 | 277.2 | 287.885830460587 | -14.5248380372195 | 281.039007576632 | 10.685830460587 | | 249 | 260.7 | 274.251387831053 | -32.4327455262893 | 279.581357695236 | 13.5513878310528 | | 250 | 251 | 273.278378011770 | -48.7799560450432 | 277.501578033273 | 22.2783780117703 | | 251 | 257.6 | 267.392469716364 | -27.6142680876733 | 275.421798371309 | 9.79246971636394 | | 252 | 241.8 | 235.995338258405 | -26.2016910964050 | 273.806352838 | -5.80466174159523 | | 253 | 287.5 | 257.081845327328 | 45.7272473679813 | 272.190907304691 | -30.4181546726722 | | 254 | 292.3 | 257.464146892004 | 54.3836745318679 | 272.752178576128 | -34.8358531079964 | | 255 | 274.7 | 245.210955393267 | 30.8755947591673 | 273.313449847566 | -29.4890446067333 | | 256 | 254.2 | 241.22896003174 | -9.14411997212568 | 276.315159940385 | -12.9710399682598 | | 257 | 230 | 211.463095546579 | -30.7799655797835 | 279.316870033205 | -18.5369044534215 | | 258 | 339 | 353.107960470234 | 41.0692991453643 | 283.822740384401 | 14.1079604702344 | | 259 | 318.2 | 330.649620026793 | 17.4217692376093 | 288.328610735598 | 12.4496200267932 | | 260 | 287 | 294.091662809662 | -14.5248380372195 | 294.433175227557 | 7.09166280966207 | | 261 | 295.8 | 323.495005806772 | -32.4327455262893 | 300.537739719517 | 27.6950058067719 | | 262 | 284 | 308.820462641852 | -48.7799560450432 | 307.959493403191 | 24.8204626418520 | | 263 | 271 | 254.233021000808 | -27.6142680876733 | 315.381247086865 | -16.7669789991917 | | 264 | 262.7 | 227.033715436327 | -26.2016910964050 | 324.567975660078 | -35.6662845636729 | | 265 | 340.6 | 301.718048398728 | 45.7272473679813 | 333.754704233291 | -38.8819516012719 | | 266 | 379.4 | 359.224494517218 | 54.3836745318679 | 345.191830950914 | -20.1755054827824 | | 267 | 373.3 | 359.095447572294 | 30.8755947591673 | 356.628957668538 | -14.2045524277056 | | 268 | 355.2 | 348.549197385736 | -9.14411997212568 | 370.994922586390 | -6.65080261426385 | | 269 | 338.4 | 322.219078075543 | -30.7799655797835 | 385.360887504241 | -16.1809219244573 | | 270 | 466.9 | 491.156631526156 | 41.0692991453643 | 401.57406932848 | 24.2566315261560 | | 271 | 451 | 466.790979609672 | 17.4217692376093 | 417.787251152719 | 15.7909796096720 | | 272 | 422 | 426.427743978007 | -14.5248380372195 | 432.097094059212 | 4.42774397800724 | | 273 | 429.2 | 444.425808560584 | -32.4327455262893 | 446.406936965706 | 15.2258085605835 | | 274 | 425.9 | 444.072916637118 | -48.7799560450432 | 456.507039407925 | 18.1729166371179 | | 275 | 460.7 | 482.407126237528 | -27.6142680876733 | 466.607141850145 | 21.7071262375284 | | 276 | 463.6 | 479.828155289703 | -26.2016910964050 | 473.573535806702 | 16.2281552897028 | | 277 | 541.4 | 556.532822868759 | 45.7272473679813 | 480.539929763259 | 15.1328228687594 | | 278 | 544.2 | 548.421479788034 | 54.3836745318679 | 485.594845680098 | 4.221479788034 | | 279 | 517.5 | 513.474643643896 | 30.8755947591673 | 490.649761596937 | -4.02535635610423 | | 280 | 469.4 | 454.131087100473 | -9.14411997212568 | 493.813032871653 | -15.2689128995270 | | 281 | 439.4 | 412.603661433415 | -30.7799655797835 | 496.976304146368 | -26.796338566585 | | 282 | 549 | 558.456791794277 | 41.0692991453643 | 498.473909060358 | 9.45679179427748 | | 283 | 533 | 548.606716788043 | 17.4217692376093 | 499.971513974348 | 15.6067167880428 | | 284 | 506.1 | 526.108673685953 | -14.5248380372195 | 500.616164351266 | 20.0086736859531 | | 285 | 484 | 499.171930798104 | -32.4327455262893 | 501.260814728185 | 15.1719307981043 | | 286 | 457 | 461.982220859915 | -48.7799560450432 | 500.797735185129 | 4.98222085991466 | | 287 | 481.5 | 490.279612445601 | -27.6142680876733 | 500.334655642072 | 8.77961244560129 | | 288 | 469.5 | 466.379203956555 | -26.2016910964050 | 498.82248713985 | -3.12079604344547 | | 289 | 544.7 | 546.36243399439 | 45.7272473679813 | 497.310318637629 | 1.66243399439003 | | 290 | 541.2 | 532.420992286997 | 54.3836745318679 | 495.595333181135 | -8.77900771300307 | | 291 | 521.5 | 518.244057516191 | 30.8755947591673 | 493.880347724642 | -3.25594248380889 | | 292 | 469.7 | 456.638818458819 | -9.14411997212568 | 491.905301513306 | -13.0611815411805 | | 293 | 434.4 | 409.649710277813 | -30.7799655797835 | 489.930255301971 | -24.7502897221873 | | 294 | 542.6 | 557.88708151674 | 41.0692991453643 | 486.243619337896 | 15.2870815167401 | | 295 | 517.3 | 534.62124738857 | 17.4217692376093 | 482.55698337382 | 17.3212473885702 | | 296 | 485.7 | 508.482353032142 | -14.5248380372195 | 477.442485005077 | 22.7823530321421 | | 297 | 465.8 | 491.704758889955 | -32.4327455262893 | 472.327986636334 | 25.9047588899550 | | 298 | 447 | 476.283353657492 | -48.7799560450432 | 466.496602387551 | 29.2833536574925 | | 299 | 426.6 | 420.149049948906 | -27.6142680876733 | 460.665218138767 | -6.45095005109386 | | 300 | 411.6 | 394.754195906014 | -26.2016910964050 | 454.647495190391 | -16.8458040939860 | | 301 | 467.5 | 440.642980390004 | 45.7272473679813 | 448.629772242015 | -26.8570196099959 | | 302 | 484.5 | 471.169931253207 | 54.3836745318679 | 443.446394214925 | -13.3300687467930 | | 303 | 451.2 | 433.261389052997 | 30.8755947591673 | 438.263016187835 | -17.9386109470027 | | 304 | 417.4 | 408.588920891701 | -9.14411997212568 | 435.355199080424 | -8.81107910829854 | | 305 | 379.9 | 358.132583606770 | -30.7799655797835 | 432.447381973013 | -21.7674163932295 | | 306 | 484.7 | 495.793919522520 | 41.0692991453643 | 432.536781332116 | 11.0939195225195 | | 307 | 455 | 459.952050071171 | 17.4217692376093 | 432.626180691219 | 4.95205007117124 | | 308 | 420.8 | 421.629786515983 | -14.5248380372195 | 434.495051521236 | 0.829786515983187 | | 309 | 416.5 | 429.068823175036 | -32.4327455262893 | 436.363922351253 | 12.5688231750361 | | 310 | 376.3 | 362.737391673690 | -48.7799560450432 | 438.642564371353 | -13.5626083263096 | | 311 | 405.6 | 397.893061696221 | -27.6142680876733 | 440.921206391453 | -7.70693830377922 | | 312 | 405.8 | 393.205936461850 | -26.2016910964050 | 444.595754634555 | -12.5940635381496 | | 313 | 500.8 | 507.602449754362 | 45.7272473679813 | 448.270302877656 | 6.80244975436233 | | 314 | 514 | 518.75206969542 | 54.3836745318679 | 454.864255772712 | 4.75206969541961 | | 315 | 475.5 | 458.666196573064 | 30.8755947591673 | 461.458208667769 | -16.8338034269358 | | 316 | 430.1 | 396.985507890066 | -9.14411997212568 | 472.35861208206 | -33.1144921099344 | | 317 | 414.4 | 376.320950083432 | -30.7799655797835 | 483.259015496352 | -38.0790499165681 | | 318 | 538 | 533.609380399261 | 41.0692991453643 | 501.321320455375 | -4.39061960073889 | | 319 | 526 | 515.194605347993 | 17.4217692376093 | 519.383625414398 | -10.8053946520070 | | 320 | 488.5 | 445.929816598915 | -14.5248380372195 | 545.595021438304 | -42.5701834010845 | | 321 | 520.2 | 501.026328064079 | -32.4327455262893 | 571.80641746221 | -19.173671935921 | | 322 | 504.4 | 455.492843514319 | -48.7799560450432 | 602.087112530724 | -48.9071564856807 | | 323 | 568.5 | 532.246460488436 | -27.6142680876733 | 632.367807599237 | -36.253539511564 | | 324 | 610.6 | 586.173699944291 | -26.2016910964050 | 661.227991152114 | -24.4263000557088 | | 325 | 818 | 900.184577927029 | 45.7272473679813 | 690.08817470499 | 82.1845779270286 | | 326 | 830.9 | 893.214681417872 | 54.3836745318679 | 714.20164405026 | 62.314681417872 | | 327 | 835.9 | 902.609291845303 | 30.8755947591673 | 738.31511339553 | 66.7092918453028 | | 328 | 782 | 818.767234243614 | -9.14411997212568 | 754.376885728511 | 36.7672342436143 | | 329 | 762.3 | 784.94130751829 | -30.7799655797835 | 770.438658061493 | 22.6413075182905 | | 330 | 856.9 | 896.470218303897 | 41.0692991453643 | 776.260482550739 | 39.5702183038967 | | 331 | 820.9 | 842.295923722406 | 17.4217692376093 | 782.082307039985 | 21.3959237224055 | | 332 | 769.6 | 774.491826208536 | -14.5248380372195 | 779.233011828684 | 4.89182620853569 | | 333 | 752.2 | 760.449028908907 | -32.4327455262893 | 776.383716617383 | 8.24902890890678 | | 334 | 724.4 | 728.719956043672 | -48.7799560450432 | 768.860000001371 | 4.31995604367216 | | 335 | 723.1 | 712.477984702314 | -27.6142680876733 | 761.336283385359 | -10.6220152976858 | | 336 | 719.5 | 711.792069242997 | -26.2016910964050 | 753.409621853408 | -7.70793075700328 | | 337 | 817.4 | 843.589792310561 | 45.7272473679813 | 745.482960321457 | 26.1897923105614 | | 338 | 803.3 | 812.056155686185 | 54.3836745318679 | 740.160169781947 | 8.75615568618468 | | 339 | 752.5 | 739.287025998395 | 30.8755947591673 | 734.837379242437 | -13.2129740016046 | | 340 | 689 | 655.172295290788 | -9.14411997212568 | 731.971824681337 | -33.8277047092117 | | 341 | 630.4 | 562.473695459546 | -30.7799655797835 | 729.106270120238 | -67.9263045404541 | | 342 | 765.5 | 761.993561031715 | 41.0692991453643 | 727.93713982292 | -3.50643896828478 | | 343 | 757.7 | 771.210221236787 | 17.4217692376093 | 726.768009525603 | 13.5102212367873 | | 344 | 732.2 | 751.82654245377 | -14.5248380372195 | 727.09829558345 | 19.6265424537694 | | 345 | 702.6 | 710.204163884992 | -32.4327455262893 | 727.428581641297 | 7.60416388499243 | | 346 | 683.3 | 688.558515066544 | -48.7799560450432 | 726.8214409785 | 5.25851506654385 | | 347 | 709.5 | 720.399967771972 | -27.6142680876733 | 726.214300315702 | 10.8999677719717 | | 348 | 702.2 | 707.766749750501 | -26.2016910964050 | 722.834941345904 | 5.566749750501 | | 349 | 784.8 | 804.417170255912 | 45.7272473679813 | 719.455582376106 | 19.6171702559125 | | 350 | 810.9 | 853.300554898808 | 54.3836745318679 | 714.115770569324 | 42.4005548988077 | | 351 | 755.6 | 771.548446478291 | 30.8755947591673 | 708.775958762542 | 15.9484464782906 | | 352 | 656.8 | 620.197589074523 | -9.14411997212568 | 702.546530897603 | -36.6024109254773 | | 353 | 615.1 | 564.66286254712 | -30.7799655797835 | 696.317103032664 | -50.4371374528804 | | 354 | 745.3 | 761.075758593121 | 41.0692991453643 | 688.454942261514 | 15.7757585931213 | | 355 | 694.1 | 690.185449272026 | 17.4217692376093 | 680.592781490365 | -3.91455072797407 | | 356 | 675.7 | 693.6588622882 | -14.5248380372195 | 672.26597574902 | 17.9588622882000 | | 357 | 643.7 | 655.893575518615 | -32.4327455262893 | 663.939170007674 | 12.1935755186150 | | 358 | 622.1 | 637.039310150027 | -48.7799560450432 | 655.940645895016 | 14.9393101500268 | | 359 | 634.6 | 648.872146305315 | -27.6142680876733 | 647.942121782358 | 14.2721463053151 | | 360 | 588 | 561.989746209275 | -26.2016910964050 | 640.21194488713 | -26.0102537907248 | | 361 | 689.7 | 701.190984640118 | 45.7272473679813 | 632.481767991901 | 11.4909846401175 | | 362 | 673.9 | 667.744245405963 | 54.3836745318679 | 625.672080062169 | -6.15575459403692 | | 363 | 647.9 | 646.062013108396 | 30.8755947591673 | 618.862392132437 | -1.83798689160380 | | 364 | 568.8 | 531.505368588922 | -9.14411997212568 | 615.238751383204 | -37.2946314110781 | | 365 | 545.7 | 510.564854945813 | -30.7799655797835 | 611.615110633971 | -35.1351450541874 | | 366 | 632.6 | 616.095562614653 | 41.0692991453643 | 608.035138239983 | -16.5044373853473 | | 367 | 643.8 | 665.723064916396 | 17.4217692376093 | 604.455165845995 | 21.9230649163957 | | 368 | 593.1 | 599.40580716076 | -14.5248380372195 | 601.31903087646 | 6.30580716075997 | | 369 | 579.7 | 593.649849619365 | -32.4327455262893 | 598.182895906924 | 13.9498496193652 | | 370 | 546 | 545.275613718932 | -48.7799560450432 | 595.504342326111 | -0.724386281068064 | | 371 | 562.9 | 560.588479342375 | -27.6142680876733 | 592.825788745298 | -2.31152065762501 | | 372 | 572.5 | 580.789109242778 | -26.2016910964050 | 590.412581853627 | 8.28910924277773 |
| | | | Charts produced by software: |  | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s/1srj91291062089.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s/1srj91291062089.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s/231id1291062089.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s/231id1291062089.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s/331id1291062089.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s/331id1291062089.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s/4wazy1291062089.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/29/t1291062054abkcxhjjlsbxw2s/4wazy1291062089.ps (open in new window) |
| | | | Parameters (Session): | | par1 = 12 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ; | | | | Parameters (R input): | | par1 = 12 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ; | | | | R code (references can be found in the software module): | par1 <- as.numeric(par1) #seasonal period
if (par2 != 'periodic') par2 <- as.numeric(par2) #s.window
par3 <- as.numeric(par3) #s.degree
if (par4 == '') par4 <- NULL else par4 <- as.numeric(par4)#t.window
par5 <- as.numeric(par5)#t.degree
if (par6 != '') par6 <- as.numeric(par6)#l.window
par7 <- as.numeric(par7)#l.degree
if (par8 == 'FALSE') par8 <- FALSE else par9 <- TRUE #robust
nx <- length(x)
x <- ts(x,frequency=par1)
if (par6 != '') {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.window=par6, l.degree=par7, robust=par8)
} else {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.degree=par7, robust=par8)
}
m$time.series
m$win
m$deg
m$jump
m$inner
m$outer
bitmap(file='test1.png')
plot(m,main=main)
dev.off()
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$time.series[,'trend']),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$time.series[,'seasonal']),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$time.series[,'remainder']),na.action=na.pass,lag.max = mylagmax,main='Remainder')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Parameters',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Component',header=TRUE)
a<-table.element(a,'Window',header=TRUE)
a<-table.element(a,'Degree',header=TRUE)
a<-table.element(a,'Jump',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,m$win['s'])
a<-table.element(a,m$deg['s'])
a<-table.element(a,m$jump['s'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,m$win['t'])
a<-table.element(a,m$deg['t'])
a<-table.element(a,m$jump['t'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Low-pass',header=TRUE)
a<-table.element(a,m$win['l'])
a<-table.element(a,m$deg['l'])
a<-table.element(a,m$jump['l'])
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Time Series Components',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observed',header=TRUE)
a<-table.element(a,'Fitted',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Remainder',header=TRUE)
a<-table.row.end(a)
for (i in 1:nx) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]+m$time.series[i,'remainder'])
a<-table.element(a,m$time.series[i,'seasonal'])
a<-table.element(a,m$time.series[i,'trend'])
a<-table.element(a,m$time.series[i,'remainder'])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')
| | |
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