| WS8 - Seasonal Decomposition of time series by loess (6) | | *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: Sat, 27 Nov 2010 11:09:48 +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/27/t1290856100ip1lvs95ptzlbfq.htm/, Retrieved Sat, 27 Nov 2010 12:08:26 +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/27/t1290856100ip1lvs95ptzlbfq.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 | 6 | 0 | 1 | | Trend | 25 | 1 | 3 | | Low-pass | 13 | 1 | 2 |
| Seasonal Decomposition by Loess - Time Series Components | | t | Observed | Fitted | Seasonal | Trend | Remainder | | 1 | 235.1 | 243.600657325391 | 37.5722695491144 | 189.027073125494 | 8.50065732539116 | | 2 | 280.7 | 303.875506818637 | 60.9337067634024 | 196.590786417961 | 23.1755068186367 | | 3 | 264.6 | 289.771875315193 | 35.2736249743803 | 204.154499710427 | 25.1718753151925 | | 4 | 240.7 | 267.4477896885 | 2.23399730860661 | 211.718213002894 | 26.7477896884998 | | 5 | 201.4 | 198.612919271856 | -15.828619591314 | 220.015700319458 | -2.78708072814385 | | 6 | 240.8 | 234.212614056538 | 19.0741983074401 | 228.313187636022 | -6.58738594346218 | | 7 | 241.1 | 223.162921365601 | 22.4264036818131 | 236.610674952586 | -17.9370786343995 | | 8 | 223.8 | 217.263635956741 | -15.1436834245984 | 245.480047467858 | -6.53636404325925 | | 9 | 206.1 | 188.663607992575 | -30.8130279757041 | 254.349419983129 | -17.4363920074248 | | 10 | 174.7 | 135.728820011534 | -49.5476125099341 | 263.2187924984 | -38.9711799884662 | | 11 | 203.3 | 168.712939544580 | -34.4891386012024 | 272.376199056623 | -34.5870604554205 | | 12 | 220.5 | 187.81009487711 | -28.3437004919556 | 281.533605614846 | -32.6899051228901 | | 13 | 299.5 | 270.420372665576 | 37.8886151613558 | 290.691012173068 | -29.0796273344242 | | 14 | 347.4 | 332.233964269565 | 59.4453118854421 | 303.120723844993 | -15.166035730435 | | 15 | 338.3 | 327.23841492386 | 33.8111495592226 | 315.550435516917 | -11.0615850761399 | | 16 | 327.7 | 326.215174729553 | 1.20467808160515 | 327.980147188842 | -1.48482527044689 | | 17 | 351.6 | 379.959117931529 | -16.2210729061417 | 339.461954974613 | 28.3591179315286 | | 18 | 396.6 | 423.654310715091 | 18.6019265245244 | 350.943762760384 | 27.0543107150912 | | 19 | 438.8 | 493.474770143757 | 21.6996593100871 | 362.425570546156 | 54.6747701437572 | | 20 | 395.6 | 437.247801837724 | -15.0898395090632 | 369.042037671339 | 41.6478018377243 | | 21 | 363.5 | 380.766329275152 | -29.4248340716738 | 375.658504796522 | 17.2663292751518 | | 22 | 378.8 | 423.306241634106 | -47.9812135558106 | 382.274971921705 | 44.5062416341055 | | 23 | 357 | 365.457615401756 | -32.1507940801236 | 380.693178678368 | 8.4576154017555 | | 24 | 369 | 385.694000973683 | -26.8053864087144 | 379.111385435031 | 16.6940009736834 | | 25 | 464.8 | 514.069827936065 | 38.0005798722405 | 377.529592191694 | 49.2698279360654 | | 26 | 479.1 | 532.83338741523 | 56.2690563333156 | 369.097556251455 | 53.7333874152298 | | 27 | 431.3 | 471.362747587276 | 30.5717321015087 | 360.665520311215 | 40.0627475872761 | | 28 | 366.5 | 381.927616062312 | -1.16110043328748 | 352.233484370976 | 15.4276160623118 | | 29 | 326.3 | 328.878434321064 | -16.3294090709642 | 340.0509747499 | 2.57843432106398 | | 30 | 355.1 | 364.018334989765 | 18.31319988141 | 327.868465128825 | 8.91833498976519 | | 31 | 331.6 | 325.820140457186 | 21.6939040350645 | 315.685955507749 | -5.77985954281382 | | 32 | 261.3 | 234.669885372127 | -14.2934550635298 | 302.223569691403 | -26.6301146278732 | | 33 | 249 | 235.722958285913 | -26.4841421609697 | 288.761183875057 | -13.2770417140871 | | 34 | 205.5 | 179.353728893832 | -43.6525269525429 | 275.298798058710 | -26.1462711061676 | | 35 | 235.6 | 234.267142981473 | -27.036602309119 | 263.969459327646 | -1.33285701852697 | | 36 | 240.9 | 251.737977373173 | -22.5780979697546 | 252.640120596581 | 10.8379773731732 | | 37 | 264.9 | 246.680340757515 | 41.808877376968 | 241.310781865517 | -18.2196592424849 | | 38 | 253.8 | 222.696808160368 | 50.7138870183044 | 234.189304821328 | -31.1031918396324 | | 39 | 232.3 | 212.971974671939 | 24.5601975509220 | 227.067827777139 | -19.3280253280612 | | 40 | 193.8 | 173.533738780470 | -5.88008951342031 | 219.946350732951 | -20.2662612195303 | | 41 | 177 | 157.631020311858 | -19.0355562262114 | 215.404535914353 | -19.3689796881417 | | 42 | 213.2 | 200.690950192128 | 14.8463287121160 | 210.862721095756 | -12.5090498078718 | | 43 | 207.2 | 192.388471425074 | 15.6906222977675 | 206.320906277158 | -14.8115285749258 | | 44 | 180.6 | 175.023688906554 | -17.5827286201787 | 203.759039713625 | -5.57631109344632 | | 45 | 188.6 | 198.481601237274 | -22.4787743873657 | 201.197173150092 | 9.88160123727388 | | 46 | 175.4 | 191.869979867460 | -39.7052864540181 | 198.635306586559 | 16.4699798674596 | | 47 | 199 | 217.608259826477 | -17.6739548866608 | 198.065695060184 | 18.6082598264769 | | 48 | 179.6 | 177.80864222174 | -16.1047257555494 | 197.496083533809 | -1.79135777825991 | | 49 | 225.8 | 212.384249625391 | 42.2892783671744 | 196.926472007435 | -13.4157503746090 | | 50 | 234 | 227.139500606794 | 44.7242529614719 | 196.136246431734 | -6.86049939320577 | | 51 | 200.2 | 181.695143985321 | 23.3588351586459 | 195.346020856033 | -18.5048560146791 | | 52 | 183.6 | 172.477772274253 | 0.166432445414330 | 194.555795280332 | -11.1222277257468 | | 53 | 178.2 | 180.816913107713 | -16.8170585327887 | 192.400145425076 | 2.61691310771255 | | 54 | 203.2 | 207.886223591996 | 8.2692808381837 | 190.24449556982 | 4.68622359199634 | | 55 | 208.5 | 223.103450287095 | 5.80770399834114 | 188.088845714564 | 14.6034502870952 | | 56 | 191.8 | 218.38856112473 | -20.6849258055937 | 185.896364680864 | 26.5885611247301 | | 57 | 172.8 | 185.519290680729 | -23.6231743278924 | 183.703883647163 | 12.719290680729 | | 58 | 148 | 159.976784294846 | -45.4881869083097 | 181.511402613463 | 11.9767842948464 | | 59 | 159.4 | 160.209095125057 | -21.5586160738718 | 180.149520948815 | 0.809095125056672 | | 60 | 154.5 | 151.509154104829 | -21.2967933889963 | 178.787639284167 | -2.99084589517065 | | 61 | 213.2 | 203.601512473396 | 45.3727299070851 | 177.425757619519 | -9.59848752660395 | | 62 | 196.4 | 165.053556062785 | 49.2029495472508 | 178.543494389964 | -31.3464439372149 | | 63 | 182.8 | 154.95148531728 | 30.9872835223106 | 179.661231160409 | -27.8485146827200 | | 64 | 176.4 | 159.374828263361 | 12.6462038057845 | 180.778967930855 | -17.0251717366392 | | 65 | 153.6 | 128.217675748399 | -8.91273320080235 | 187.895057452403 | -25.382324251601 | | 66 | 173.2 | 144.397891782573 | 6.99096124347488 | 195.011146973952 | -28.8021082174269 | | 67 | 171 | 137.493723471788 | 2.37904003271148 | 202.127236495501 | -33.5062765282121 | | 68 | 151.2 | 106.906896426277 | -19.3298013756020 | 214.822904949325 | -44.2931035737235 | | 69 | 161.9 | 122.001257658448 | -25.7198310615983 | 227.51857340315 | -39.8987423415518 | | 70 | 157.2 | 124.828916180036 | -50.6431580370105 | 240.214241856975 | -32.3710838199644 | | 71 | 201.7 | 176.423782441531 | -27.6417477152160 | 254.617965273685 | -25.2762175584690 | | 72 | 236.4 | 229.040392747576 | -25.2620814379705 | 269.021688690395 | -7.35960725242444 | | 73 | 356.1 | 380.740768899024 | 48.0338189938706 | 283.425412107105 | 24.6407688990244 | | 74 | 398.3 | 448.853122437434 | 52.1743834420225 | 295.572494120543 | 50.5531224374341 | | 75 | 403.7 | 461.953314582469 | 37.7271092835489 | 307.719576133982 | 58.2533145824693 | | 76 | 384.6 | 429.856849632801 | 19.4764922197784 | 319.86665814742 | 45.2568496328014 | | 77 | 365.8 | 410.904016410136 | -5.62534201869657 | 326.321325608561 | 45.1040164101361 | | 78 | 368.1 | 393.941515484215 | 9.48249144608438 | 332.775993069701 | 25.8415154842147 | | 79 | 367.9 | 397.137322728614 | -0.567983259455486 | 339.230660530841 | 29.2373227286142 | | 80 | 347 | 379.434066788414 | -23.6964458098901 | 338.262379021477 | 32.4340667884135 | | 81 | 343.3 | 382.216928158907 | -32.9110256710186 | 337.294097512112 | 38.9169281589067 | | 82 | 292.9 | 305.737514162843 | -56.2633301655907 | 336.325816002747 | 12.8375141628435 | | 83 | 311.5 | 320.982490878779 | -28.6634031457305 | 330.680912266952 | 9.48249087877889 | | 84 | 300.9 | 299.617832950897 | -22.8538414820535 | 325.036008531156 | -1.28216704910255 | | 85 | 366.9 | 366.195466388820 | 48.2134288158189 | 319.391104795361 | -0.7045336111795 | | 86 | 356.9 | 348.465980725727 | 52.1365057610315 | 313.197513513242 | -8.43401927427334 | | 87 | 329.7 | 312.400244278568 | 39.995833490309 | 307.003922231123 | -17.2997557214321 | | 88 | 316.2 | 314.589119083438 | 17.0005499675573 | 300.810330949004 | -1.61088091656177 | | 89 | 269 | 245.252434828291 | -2.86164809279135 | 295.609213264500 | -23.7475651717090 | | 90 | 289.3 | 269.496733524669 | 18.6951708953348 | 290.408095579996 | -19.8032664753311 | | 91 | 266.2 | 244.810622173346 | 2.38239993116125 | 285.206977895492 | -21.3893778266535 | | 92 | 253.6 | 251.152115249027 | -26.3349971281452 | 282.382881879118 | -2.44788475097323 | | 93 | 233.8 | 226.476560201357 | -38.4353460641019 | 279.558785862745 | -7.32343979864277 | | 94 | 228.4 | 239.786340321351 | -59.7210301677217 | 276.734689846371 | 11.3863403213509 | | 95 | 253.6 | 255.966803611445 | -24.9115891986851 | 276.14478558724 | 2.36680361144482 | | 96 | 260.1 | 264.600821170042 | -19.9557024981520 | 275.554881328110 | 4.50082117004229 | | 97 | 306.6 | 291.896576362295 | 46.3384465687255 | 274.964977068979 | -14.7034236377045 | | 98 | 309.2 | 292.415488547643 | 50.7141418935301 | 275.270369558827 | -16.7845114523566 | | 99 | 309.5 | 306.860580477131 | 36.5636574741951 | 275.575762048674 | -2.63941952286910 | | 100 | 271 | 253.388373407726 | 12.7304720537529 | 275.881154538521 | -17.6116265922744 | | 101 | 279.9 | 286.821649321656 | -2.55007732693506 | 275.528428005279 | 6.92164932165565 | | 102 | 317.9 | 331.999354909126 | 28.6249436188362 | 275.175701472037 | 14.0993549091265 | | 103 | 298.4 | 315.327195428694 | 6.64982963251108 | 274.822974938795 | 16.9271954286937 | | 104 | 246.7 | 248.009418256767 | -28.8358695256452 | 274.226451268878 | 1.30941825676729 | | 105 | 227.3 | 229.185260620091 | -48.2151882190516 | 273.629927598960 | 1.88526062009112 | | 106 | 209.1 | 211.420664936971 | -66.2540688660139 | 273.033403929043 | 2.32066493697079 | | 107 | 259.9 | 275.154179101984 | -28.6051656731482 | 273.250986571164 | 15.254179101984 | | 108 | 266 | 279.311463999991 | -20.7800332132767 | 273.468569213285 | 13.3114639999915 | | 109 | 320.6 | 321.585120172779 | 45.9287279718148 | 273.686151855406 | 0.985120172779034 | | 110 | 308.5 | 284.215375960282 | 56.436468035573 | 276.348156004145 | -24.2846240397183 | | 111 | 282.2 | 244.752066185373 | 40.6377736617429 | 279.010160152884 | -37.4479338146272 | | 112 | 262.7 | 232.215159663796 | 11.5126760345806 | 281.672164301623 | -30.4848403362039 | | 113 | 263.5 | 238.797866798732 | -1.55766337183393 | 289.759796573102 | -24.7021332012685 | | 114 | 313.1 | 291.882679739543 | 36.4698914158757 | 297.847428844581 | -21.2173202604571 | | 115 | 284.3 | 249.275169951954 | 13.3897689319852 | 305.935061116061 | -35.0248300480458 | | 116 | 252.6 | 213.428744872890 | -27.8773782454644 | 319.648633372575 | -39.1712551271104 | | 117 | 250.3 | 220.806563809404 | -53.5687694384932 | 333.362205629089 | -29.4934361905958 | | 118 | 246.5 | 215.793848878199 | -69.8696267638023 | 347.075777885603 | -30.7061511218010 | | 119 | 312.7 | 295.667175271615 | -32.7664007627599 | 362.499225491144 | -17.0328247283845 | | 120 | 333.2 | 309.458516280512 | -20.9811893771973 | 377.922673096685 | -23.7414837194881 | | 121 | 446.4 | 450.079233100824 | 49.3746461969493 | 393.346120702226 | 3.67923310082421 | | 122 | 511.6 | 557.161326222332 | 60.912257763627 | 405.126416014041 | 45.5613262223319 | | 123 | 515.5 | 568.770166532146 | 45.3231221419979 | 416.906711325856 | 53.2701665321463 | | 124 | 506.4 | 577.360549683492 | 6.75244367883749 | 428.68700663767 | 70.9605496834922 | | 125 | 483.2 | 542.253484105694 | -9.85740940636509 | 434.003925300671 | 59.0534841056939 | | 126 | 522.3 | 570.74469656157 | 34.5344594747581 | 439.320843963672 | 48.4446965615698 | | 127 | 509.8 | 563.611923196256 | 11.3503141770709 | 444.637762626673 | 53.8119231962563 | | 128 | 460.7 | 506.963627449125 | -27.3791330308325 | 441.815505581707 | 46.2636274491252 | | 129 | 405.8 | 429.124670461786 | -56.5179189985275 | 438.993248536742 | 23.3246704617860 | | 130 | 375 | 381.859597910139 | -68.0305894019153 | 436.170991491776 | 6.85959791013937 | | 131 | 378.5 | 361.977357456849 | -33.1617894383154 | 428.184431981466 | -16.5226425431511 | | 132 | 406.8 | 413.373685663881 | -19.9715581350383 | 420.197872471157 | 6.57368566388146 | | 133 | 467.8 | 470.259354964666 | 53.1293320744864 | 412.211312960847 | 2.45935496466626 | | 134 | 469.8 | 471.173183177774 | 63.7748024420645 | 404.652014380161 | 1.37318317777448 | | 135 | 429.8 | 409.684957505568 | 52.8223266949575 | 397.092715799475 | -20.1150424944323 | | 136 | 355.8 | 317.027438489347 | 5.03914429186483 | 389.533417218789 | -38.7725615106534 | | 137 | 332.7 | 299.046286633196 | -17.7217698197352 | 384.075483186539 | -33.6537133668036 | | 138 | 378 | 342.608226221689 | 34.7742246240218 | 378.617549154289 | -35.3917737783108 | | 139 | 360.5 | 337.310092582169 | 10.5302922957922 | 373.159615122039 | -23.1899074178315 | | 140 | 334.7 | 322.751755766349 | -23.9131462827519 | 370.561390516403 | -11.9482442336513 | | 141 | 319.5 | 329.462164300842 | -58.4253302116089 | 367.963165910767 | 9.9621643008419 | | 142 | 323.1 | 344.11254835385 | -63.2774896589808 | 365.364941305131 | 21.0125483538500 | | 143 | 363.6 | 394.454993791952 | -33.4531651687514 | 366.198171376799 | 30.8549937919521 | | 144 | 352.1 | 351.811414124564 | -14.6428155730322 | 367.031401448468 | -0.288585875435615 | | 145 | 411.9 | 399.553553535846 | 56.3818149440178 | 367.864631520136 | -12.3464464641542 | | 146 | 388.6 | 342.918980550017 | 62.7125545307105 | 371.568464919273 | -45.6810194499835 | | 147 | 416.4 | 404.995334875902 | 52.5323668056880 | 375.27229831841 | -11.4046651240977 | | 148 | 360.7 | 344.890093511640 | -2.46622522918679 | 378.976131717546 | -15.8099064883595 | | 149 | 338 | 312.850954186626 | -22.2810082616804 | 385.430054075054 | -25.1490458133737 | | 150 | 417.2 | 407.80092385962 | 34.715099707818 | 391.883976432562 | -9.3990761403798 | | 151 | 388.4 | 371.08202273192 | 7.38007847801075 | 398.337898790070 | -17.3179772680803 | | 152 | 371.1 | 357.489449830856 | -22.4212460351179 | 407.131796204262 | -13.6105501691438 | | 153 | 331.5 | 304.616024158944 | -57.5417177773978 | 415.925693618454 | -26.8839758410562 | | 154 | 353.7 | 342.664638254204 | -59.9842292868499 | 424.719591032646 | -11.0353617457964 | | 155 | 396.7 | 390.430062863311 | -29.9543986827278 | 432.924335819417 | -6.26993713668912 | | 156 | 447 | 465.562288228944 | -12.6913688351312 | 441.129080606188 | 18.5622882289435 | | 157 | 533.5 | 560.507677132277 | 57.1584974747647 | 449.333825392958 | 27.0076771322770 | | 158 | 565.4 | 617.765028955509 | 59.3596885769719 | 453.675282467519 | 52.3650289555089 | | 159 | 542.3 | 579.090110856199 | 47.4931496017207 | 458.01673954208 | 36.7901108561991 | | 160 | 488.7 | 520.998599734568 | -5.95679635120928 | 462.358196616641 | 32.2985997345683 | | 161 | 467.1 | 491.42995604024 | -18.6330952001777 | 461.403139159938 | 24.3299560402399 | | 162 | 531.3 | 564.881594797049 | 37.2703234997168 | 460.448081703234 | 33.5815947970488 | | 163 | 496.1 | 529.086115265818 | 3.62086048765119 | 459.493024246531 | 32.9861152658177 | | 164 | 444 | 456.340584945563 | -22.3385117680173 | 453.997926822454 | 12.3405849455629 | | 165 | 403.4 | 417.204873305745 | -58.9077027041228 | 448.502829398378 | 13.804873305745 | | 166 | 386.3 | 394.297169097905 | -64.704901072206 | 443.007731974301 | 7.99716909790493 | | 167 | 394.1 | 382.641224460056 | -30.5367770632674 | 436.095552603212 | -11.4587755399442 | | 168 | 404.1 | 395.173484690546 | -16.1568579226681 | 429.183373232122 | -8.92651530945409 | | 169 | 462.1 | 444.147699321281 | 57.7811068176862 | 422.271193861033 | -17.9523006787188 | | 170 | 448.1 | 414.070971203376 | 65.2793023815499 | 416.849726415074 | -34.0290287966238 | | 171 | 432.3 | 408.893946964222 | 44.2777940666628 | 411.428258969115 | -23.4060530357781 | | 172 | 386.3 | 370.202926507461 | -3.60971803061761 | 406.006791523157 | -16.0970734925390 | | 173 | 395.2 | 399.303161382584 | -12.4927129266773 | 403.589551544093 | 4.10316138258440 | | 174 | 421.9 | 397.693558077784 | 44.9341303571867 | 401.172311565029 | -24.2064419222157 | | 175 | 382.9 | 363.003234746144 | 4.04169366789127 | 398.755071585965 | -19.8967652538564 | | 176 | 384.2 | 390.069402200051 | -20.5814283868331 | 398.912026186782 | 5.86940220005124 | | 177 | 345.5 | 346.99021058871 | -55.0591913763087 | 399.068980787598 | 1.49021058871017 | | 178 | 323.4 | 312.504450475959 | -64.9303858643743 | 399.225935388415 | -10.8955495240409 | | 179 | 372.6 | 374.768128625834 | -29.7169678493657 | 400.148839223532 | 2.16812862583367 | | 180 | 376 | 371.262715673313 | -20.3344587319624 | 401.071743058649 | -4.73728432668673 | | 181 | 462.7 | 469.588443589901 | 53.8169095163325 | 401.994646893766 | 6.8884435899015 | | 182 | 487 | 508.189536831441 | 63.1564067514016 | 402.654056417158 | 21.1895368314405 | | 183 | 444.2 | 449.454007313946 | 35.6325267455039 | 403.31346594055 | 5.25400731394632 | | 184 | 399.3 | 399.304780272133 | -4.67765573607425 | 403.972875463942 | 0.00478027213267751 | | 185 | 394.9 | 400.281550237277 | -14.3440744903996 | 403.862524253123 | 5.38155023727705 | | 186 | 455.4 | 456.582224871567 | 50.4656020861295 | 403.752173042303 | 1.18222487156697 | | 187 | 414 | 423.510819509358 | 0.847358659157774 | 403.641821831484 | 9.51081950935787 | | 188 | 375.5 | 367.386060889502 | -18.6753036704576 | 402.289242780956 | -8.11393911049817 | | 189 | 347 | 342.315575605605 | -49.2522393360321 | 400.936663730427 | -4.68442439439502 | | 190 | 339.4 | 338.774647859055 | -59.558732538953 | 399.584084679898 | -0.625352140945438 | | 191 | 385.8 | 399.822135435722 | -25.5334570028955 | 397.311321567174 | 14.0221354357217 | | 192 | 378.8 | 384.452725852837 | -21.8912843072864 | 395.038558454449 | 5.65272585283702 | | 193 | 451.8 | 463.084529929457 | 47.7496747288185 | 392.765795341725 | 11.2845299294568 | | 194 | 446.1 | 444.010139577598 | 58.0274029783437 | 390.162457444058 | -2.08986042240184 | | 195 | 422.5 | 429.548240291047 | 27.8926401625618 | 387.559119546392 | 7.04824029104662 | | 196 | 383.1 | 386.159247882971 | -4.91502953169545 | 384.955781648725 | 3.05924788297051 | | 197 | 352.8 | 341.302753540337 | -17.808548728013 | 382.105795187676 | -11.4972464596628 | | 198 | 445.3 | 452.262662467281 | 59.0815288060923 | 379.255808726627 | 6.962662467281 | | 199 | 367.5 | 355.350053780116 | 3.24412395430648 | 376.405822265578 | -12.1499462198840 | | 200 | 355.1 | 353.531371517057 | -16.5791156896442 | 373.247744172588 | -1.56862848294344 | | 201 | 326.2 | 327.29164276442 | -44.9813088440176 | 370.089666079598 | 1.09164276441976 | | 202 | 319.8 | 324.919582170995 | -52.251170157603 | 366.931587986608 | 5.11958217099499 | | 203 | 331.8 | 323.796473699375 | -23.7304045702576 | 363.533930870883 | -8.0035263006252 | | 204 | 340.9 | 343.422704899664 | -21.7589786548215 | 360.136273755158 | 2.52270489966367 | | 205 | 394.1 | 391.404322443366 | 40.0570609172015 | 356.738616639433 | -2.69567755663417 | | 206 | 417.2 | 434.694074426838 | 46.9213085420428 | 352.784617031119 | 17.494074426838 | | 207 | 369.9 | 370.841221418552 | 20.1281611586423 | 348.830617422806 | 0.94122141855189 | | 208 | 349.2 | 361.004051047779 | -7.48066886227083 | 344.876617814492 | 11.8040510477786 | | 209 | 321.4 | 324.309470765681 | -21.6319499598691 | 340.122479194188 | 2.90947076568125 | | 210 | 405.7 | 408.992544072442 | 67.0391153536747 | 335.368340573883 | 3.29254407244184 | | 211 | 342.9 | 345.448731611986 | 9.73706643443515 | 330.614201953579 | 2.54873161198583 | | 212 | 316.5 | 318.470620480131 | -11.3403405864293 | 325.869720106299 | 1.97062048013072 | | 213 | 284.2 | 284.29677320252 | -37.0220114615379 | 321.125238259018 | 0.0967732025197847 | | 214 | 270.9 | 266.594152486556 | -41.1749088982934 | 316.380756411738 | -4.30584751344435 | | 215 | 288.8 | 289.028370095175 | -23.5578859631164 | 312.129515867941 | 0.228370095175251 | | 216 | 278.8 | 271.834202629851 | -22.1124779539953 | 307.878275324145 | -6.96579737014923 | | 217 | 324.4 | 314.731761274252 | 30.4412039454005 | 303.627034780348 | -9.66823872574844 | | 218 | 310.9 | 284.65314654581 | 36.793196682502 | 300.353656771688 | -26.24685345419 | | 219 | 299 | 289.40656250895 | 11.5131587280219 | 297.080278763028 | -9.59343749104988 | | 220 | 273 | 267.110756552368 | -14.9176573067365 | 293.806900754368 | -5.8892434476316 | | 221 | 279.3 | 294.97172791045 | -28.4284450308571 | 292.056717120407 | 15.6717279104499 | | 222 | 359.2 | 357.594543638668 | 70.4989228748857 | 290.306533486446 | -1.60545636133202 | | 223 | 305 | 302.087131659856 | 19.3565184876582 | 288.556349852485 | -2.91286834014352 | | 224 | 282.1 | 281.773866206155 | -5.69303265279062 | 288.119166446635 | -0.326133793844804 | | 225 | 250.3 | 239.912006234344 | -26.9939892751293 | 287.681983040786 | -10.3879937656563 | | 226 | 246.5 | 235.512116590134 | -29.7569162250698 | 287.244799634936 | -10.9878834098659 | | 227 | 257.9 | 247.823658178225 | -19.7143949937560 | 287.690736815531 | -10.0763418217748 | | 228 | 266.5 | 268.447300849454 | -23.5839748455797 | 288.136673996126 | 1.94730084945371 | | 229 | 315.9 | 320.367767875561 | 22.849620947718 | 288.582611176721 | 4.46776787556092 | | 230 | 318.4 | 317.435963105039 | 29.6544479854917 | 289.709588909469 | -0.964036894960884 | | 231 | 295.4 | 294.340149465467 | 5.62328389231571 | 290.836566642217 | -1.05985053453287 | | 232 | 266.4 | 264.285415004216 | -23.4489593791813 | 291.963544374965 | -2.11458499578384 | | 233 | 245.8 | 235.393263044377 | -36.7837726005411 | 292.990509556165 | -10.4067369556234 | | 234 | 362.8 | 360.390331912081 | 71.1921933505554 | 294.017474737364 | -2.40966808791933 | | 235 | 324.9 | 325.964974336011 | 28.7905857454254 | 295.044439918563 | 1.06497433601135 | | 236 | 294.2 | 295.972776161608 | -2.68745959499232 | 295.114683433384 | 1.77277616160814 | | 237 | 289.5 | 302.206629363512 | -18.3915563117174 | 295.184926948205 | 12.7066293635123 | | 238 | 295.2 | 317.492822321179 | -22.3479927842056 | 295.255170463026 | 22.2928223211795 | | 239 | 290.3 | 304.981708633696 | -18.9776824367155 | 294.595973803019 | 14.6817086336962 | | 240 | 272 | 278.325450855352 | -28.2622279983645 | 293.936777143013 | 6.32545085535196 | | 241 | 307.4 | 303.234902819834 | 18.2875166971598 | 293.277580483006 | -4.16509718016556 | | 242 | 328.7 | 337.823410405535 | 27.8483166111433 | 291.728272983321 | 9.12341040553537 | | 243 | 292.9 | 291.219728006845 | 4.40130650951837 | 290.178965483637 | -1.68027199315537 | | 244 | 249.1 | 235.870438562221 | -26.3000965461732 | 288.629657983953 | -13.2295614377794 | | 245 | 230.4 | 220.229717146333 | -45.825819082837 | 286.396101936504 | -10.1702828536668 | | 246 | 361.5 | 369.895836750631 | 68.9416173603137 | 284.162545889055 | 8.3958367506313 | | 247 | 321.7 | 327.688923810767 | 33.7820863476273 | 281.928989841606 | 5.98892381076655 | | 248 | 277.2 | 276.505600376961 | -2.52581889787869 | 280.420218520918 | -0.694399623039317 | | 249 | 260.7 | 253.629970260734 | -11.1414174609638 | 278.91144720023 | -7.07002973926603 | | 250 | 251 | 243.280047039578 | -18.6827229191198 | 277.402675879542 | -7.71995296042184 | | 251 | 257.6 | 257.784510688839 | -19.9302771342474 | 277.345766445408 | 0.184510688839225 | | 252 | 241.8 | 239.651119527308 | -33.3399765385824 | 277.288857011275 | -2.14888047269233 | | 253 | 287.5 | 279.415206229619 | 18.3528461932400 | 277.231947577141 | -8.08479377038122 | | 254 | 292.3 | 274.192955050319 | 31.9523527220352 | 278.454692227646 | -18.1070449496808 | | 255 | 274.7 | 262.256509014485 | 7.46605410736482 | 279.67743687815 | -12.4434909855147 | | 256 | 254.2 | 253.271325188517 | -25.7715067171709 | 280.900181528654 | -0.92867481148329 | | 257 | 230 | 226.799957806549 | -51.1239752976928 | 284.324017491144 | -3.20004219345111 | | 258 | 339 | 325.120821767555 | 65.1313247788117 | 287.747853453634 | -13.8791782324454 | | 259 | 318.2 | 310.013490025965 | 35.2148205579114 | 291.171689416123 | -8.18650997403478 | | 260 | 287 | 279.223111312636 | -3.08090487169472 | 297.857793559059 | -7.77688868736425 | | 261 | 295.8 | 297.406280073523 | -10.3501777755179 | 304.543897701995 | 1.60628007352335 | | 262 | 284 | 280.696228421662 | -23.9262302665921 | 311.23000184493 | -3.303771578338 | | 263 | 271 | 241.278308786459 | -19.9970282657452 | 320.718719479286 | -29.7216912135405 | | 264 | 262.7 | 228.810163967084 | -33.6176010807256 | 330.207437113641 | -33.8898360329158 | | 265 | 340.6 | 314.923599822515 | 26.5802454294876 | 339.696154747997 | -25.6764001774847 | | 266 | 379.4 | 370.751843179025 | 36.5837910428335 | 351.464365778141 | -8.64815682097486 | | 267 | 373.3 | 370.312182869758 | 13.0552403219562 | 363.232576808286 | -2.98781713024181 | | 268 | 355.2 | 359.541980341597 | -24.1427681800271 | 375.00078783843 | 4.34198034159721 | | 269 | 338.4 | 341.805724307027 | -53.0438754953705 | 388.038151188343 | 3.4057243070273 | | 270 | 466.9 | 473.646845534887 | 59.077639926856 | 401.075514538256 | 6.74684553488748 | | 271 | 451 | 454.085530691387 | 33.8015914204433 | 414.11287788817 | 3.08553069138691 | | 272 | 422 | 419.881175186324 | -1.66105202647009 | 425.779876840147 | -2.11882481367644 | | 273 | 429.2 | 432.224826333048 | -11.2717021251712 | 437.446875792123 | 3.02482633304794 | | 274 | 425.9 | 432.316315361819 | -29.6301901059187 | 449.1138747441 | 6.41631536181865 | | 275 | 460.7 | 486.38513814065 | -22.4735258029875 | 457.488387662337 | 25.6851381406503 | | 276 | 463.6 | 495.642850914323 | -34.3057514948976 | 465.862900580574 | 32.0428509143234 | | 277 | 541.4 | 575.490803356574 | 33.0717831446146 | 474.237413498811 | 34.0908033565739 | | 278 | 544.2 | 567.710407667567 | 41.1475417708703 | 479.542050561563 | 23.5104076675669 | | 279 | 517.5 | 532.339161104054 | 17.8141512716319 | 484.846687624314 | 14.8391611040539 | | 280 | 469.4 | 471.895998297714 | -23.24732298478 | 490.151324687066 | 2.49599829771444 | | 281 | 439.4 | 440.890377928567 | -54.6706101461916 | 492.580232217625 | 1.49037792856694 | | 282 | 549 | 547.307711811584 | 55.6831484402326 | 495.009139748184 | -1.69228818841628 | | 283 | 533 | 536.281247465493 | 32.2807052557642 | 497.438047278743 | 3.28124746549298 | | 284 | 506.1 | 514.623743017468 | -0.0357802580996374 | 497.612037240632 | 8.52374301746778 | | 285 | 484 | 481.913416665222 | -11.6994438677434 | 497.786027202521 | -2.08658333477763 | | 286 | 457 | 448.774614070882 | -32.7346312352917 | 497.96001716441 | -8.22538592911832 | | 287 | 481.5 | 488.074161677758 | -22.4638730702756 | 497.389711392517 | 6.57416167775813 | | 288 | 469.5 | 474.023867582317 | -31.8432732029424 | 496.819405620625 | 4.52386758231734 | | 289 | 544.7 | 553.845844576399 | 39.3050555748689 | 496.249099848732 | 9.1458445763987 | | 290 | 541.2 | 541.253380210059 | 46.7236388805677 | 494.422980909373 | 0.0533802100590037 | | 291 | 521.5 | 531.037056931637 | 19.3660810983491 | 492.596861970014 | 9.5370569316367 | | 292 | 469.7 | 473.376756263881 | -24.7474992945358 | 490.770743030655 | 3.67675626388063 | | 293 | 434.4 | 439.263290157698 | -57.3428145984089 | 486.879524440711 | 4.86329015769803 | | 294 | 542.6 | 550.2423447056 | 51.9693494436335 | 482.988305850766 | 7.64234470560001 | | 295 | 517.3 | 527.253040465411 | 28.2498722737668 | 479.097087260822 | 9.95304046541094 | | 296 | 485.7 | 502.501828147083 | -5.47227534302714 | 474.370447195944 | 16.8018281470834 | | 297 | 465.8 | 478.349033111734 | -16.3928402427992 | 469.643807131065 | 12.549033111734 | | 298 | 447 | 472.359466091605 | -43.2766331577917 | 464.917167066187 | 25.3594660916049 | | 299 | 426.6 | 420.835110986954 | -28.2230052080017 | 460.587894221048 | -5.76488901304612 | | 300 | 411.6 | 400.796121720074 | -33.8547430959833 | 456.258621375909 | -10.8038782799256 | | 301 | 467.5 | 431.505121600278 | 51.5655298689517 | 451.92934853077 | -35.9948783997218 | | 302 | 484.5 | 463.232100887668 | 57.2101152343333 | 448.557783877999 | -21.2678991123321 | | 303 | 451.2 | 429.951860943222 | 27.2619198315501 | 445.186219225228 | -21.2481390567777 | | 304 | 417.4 | 413.924801991276 | -20.9394565637324 | 441.814654572456 | -3.47519800872402 | | 305 | 379.9 | 373.573204065165 | -53.9544054369109 | 440.181201371745 | -6.3267959348346 | | 306 | 484.7 | 479.151099324699 | 51.7011525042661 | 438.547748171034 | -5.54890067530062 | | 307 | 455 | 448.973942288929 | 24.1117627407475 | 436.914294970324 | -6.02605771107102 | | 308 | 420.8 | 419.997533707916 | -16.5730302982283 | 438.175496590312 | -0.802466292084034 | | 309 | 416.5 | 417.622528420705 | -24.0592266310059 | 439.436698210301 | 1.12252842070473 | | 310 | 376.3 | 367.288536578632 | -55.3864364089222 | 440.69789983029 | -9.01146342136775 | | 311 | 405.6 | 405.199475094739 | -39.337787065152 | 445.338311970413 | -0.400524905260966 | | 312 | 405.8 | 401.479765480905 | -39.8584895914408 | 449.978724110536 | -4.32023451909504 | | 313 | 500.8 | 480.702536867173 | 66.2783268821681 | 454.619136250659 | -20.097463132827 | | 314 | 514 | 493.846876293175 | 69.6838075098502 | 464.469316196975 | -20.153123706825 | | 315 | 475.5 | 438.649862313783 | 38.0306415429266 | 474.319496143291 | -36.8501376862173 | | 316 | 430.1 | 391.313618300295 | -15.2832943899016 | 484.169676089607 | -38.786381699705 | | 317 | 414.4 | 377.654516141615 | -50.6068502816558 | 501.752334140041 | -36.7454838583854 | | 318 | 538 | 503.031637291388 | 53.6333705181360 | 519.334992190476 | -34.9683627086116 | | 319 | 526 | 491.765087121162 | 23.3172626379285 | 536.91765024091 | -34.2349128788385 | | 320 | 488.5 | 438.45294112777 | -21.7521940936453 | 560.299252965875 | -50.0470588722299 | | 321 | 520.2 | 486.554218325195 | -29.8350740160349 | 583.680855690840 | -33.6457816748054 | | 322 | 504.4 | 464.038048405156 | -62.3005068209616 | 607.062458415806 | -40.3619515948441 | | 323 | 568.5 | 548.823536542703 | -42.3870780290485 | 630.563541486345 | -19.6764634572968 | | 324 | 610.6 | 606.779705794909 | -39.6443303517941 | 654.064624556885 | -3.82029420509070 | | 325 | 818 | 881.457621724868 | 76.9766706477073 | 677.565707627424 | 63.4576217248682 | | 326 | 830.9 | 887.009357395553 | 78.7116177674104 | 696.079024837036 | 56.1093573955532 | | 327 | 835.9 | 914.870940921183 | 42.3367170321691 | 714.592342046648 | 78.9709409211825 | | 328 | 782 | 851.19524692321 | -20.3009061794702 | 733.10565925626 | 69.1952469232099 | | 329 | 762.3 | 840.391150702273 | -58.8268249100804 | 743.035674207808 | 78.0911507022728 | | 330 | 856.9 | 908.495636318146 | 52.3386745224995 | 752.965689159355 | 51.5956363181456 | | 331 | 820.9 | 855.90854461428 | 22.9957512748175 | 762.895704110902 | 35.0085446142804 | | 332 | 769.6 | 793.977960313479 | -18.0684613943824 | 763.290501080904 | 24.3779603134788 | | 333 | 752.2 | 771.792396653641 | -31.0776947045463 | 763.685298050905 | 19.5923966536411 | | 334 | 724.4 | 743.874657767136 | -59.154752788043 | 764.080095020907 | 19.4746577671361 | | 335 | 723.1 | 722.653522622586 | -36.044426790115 | 759.59090416753 | -0.44647737741434 | | 336 | 719.5 | 720.54491590184 | -36.6466292159918 | 755.101713314152 | 1.04491590183966 | | 337 | 817.4 | 810.305799008132 | 73.8816785310936 | 750.612522460775 | -7.09420099186832 | | 338 | 803.3 | 783.471450794697 | 76.7830509804496 | 746.345498224853 | -19.8285492053029 | | 339 | 752.5 | 722.209237140927 | 40.7122888701413 | 742.078473988932 | -30.2907628590732 | | 340 | 689 | 669.482364586797 | -29.2938143398075 | 737.81144975301 | -19.5176354132029 | | 341 | 630.4 | 591.000753129526 | -65.0837097829329 | 734.882956653407 | -39.3992468704739 | | 342 | 765.5 | 751.031082944737 | 48.01445350146 | 731.954463553803 | -14.4689170552631 | | 343 | 757.7 | 762.184685386638 | 24.1893441591631 | 729.0259704542 | 4.48468538663769 | | 344 | 732.2 | 749.841173317192 | -12.1859030926644 | 726.744729775473 | 17.6411733171915 | | 345 | 702.6 | 708.493336962425 | -27.7568260591715 | 724.463489096746 | 5.89333696242511 | | 346 | 683.3 | 697.193543731826 | -52.7757921498458 | 722.18224841802 | 13.8935437318257 | | 347 | 709.5 | 730.515928839356 | -31.1679099722805 | 719.651981132925 | 21.0159288393555 | | 348 | 702.2 | 723.234281451971 | -35.9559952998007 | 717.12171384783 | 21.0342814519706 | | 349 | 784.8 | 782.921395258531 | 72.0871581787335 | 714.591446562735 | -1.87860474146851 | | 350 | 810.9 | 837.440189063503 | 74.3333930055486 | 710.026417930948 | 26.5401890635029 | | 351 | 755.6 | 766.779481033984 | 38.9591296668539 | 705.461389299162 | 11.1794810339842 | | 352 | 656.8 | 645.596417895089 | -32.8927785624644 | 700.896360667375 | -11.2035821049111 | | 353 | 615.1 | 604.139613314503 | -67.5962565675112 | 693.656643253008 | -10.9603866854970 | | 354 | 745.3 | 758.731834330315 | 45.4512398310438 | 686.416925838641 | 13.4318343303150 | | 355 | 694.1 | 683.887330198435 | 25.1354613772912 | 679.177208424274 | -10.2126698015651 | | 356 | 675.7 | 690.276524125127 | -10.1845196371348 | 671.307995512008 | 14.5765241251266 | | 357 | 643.7 | 650.376416200717 | -26.4151988004589 | 663.438782599742 | 6.67641620071663 | | 358 | 622.1 | 639.266467915235 | -50.6360376027111 | 655.569569687477 | 17.1664679152345 | | 359 | 634.6 | 649.510115030408 | -29.4309933125157 | 649.120878282108 | 14.9101150304076 | | 360 | 588 | 567.8117697829 | -34.4839566596393 | 642.67218687674 | -20.1882302171002 | | 361 | 689.7 | 671.995629775089 | 71.1808747535405 | 636.223495471371 | -17.7043702249115 | | 362 | 673.9 | 643.074323880948 | 73.5661266465175 | 631.159549472534 | -30.8256761190519 | | 363 | 647.9 | 631.594004645583 | 38.1103918807197 | 626.095603473697 | -16.3059953544172 | | 364 | 568.8 | 551.480742497285 | -34.9123999721454 | 621.031657474861 | -17.3192575027153 | | 365 | 545.7 | 544.618034513913 | -69.288835578778 | 616.070801064865 | -1.08196548608703 | | 366 | 632.6 | 609.666599218256 | 44.4234561268749 | 611.10994465487 | -22.9334007817442 | | 367 | 643.8 | 655.98324164094 | 25.4676701141855 | 606.149088244874 | 12.1832416409407 | | 368 | 593.1 | 593.47068437968 | -8.75187659674512 | 601.481192217065 | 0.370684379679801 | | 369 | 579.7 | 588.115482145997 | -25.5287783352539 | 596.813296189257 | 8.4154821459972 | | 370 | 546 | 548.969843732551 | -49.1152438939994 | 592.145400161448 | 2.96984373255123 | | 371 | 562.9 | 566.077555620739 | -28.058559741464 | 587.781004120725 | 3.1775556207391 | | 372 | 572.5 | 595.491306186191 | -33.9079142661931 | 583.416608080002 | 22.9913061861914 |
| | | | Charts produced by software: |  | | http://www.freestatistics.org/blog/date/2010/Nov/27/t1290856100ip1lvs95ptzlbfq/1yaad1290856177.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/27/t1290856100ip1lvs95ptzlbfq/1yaad1290856177.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Nov/27/t1290856100ip1lvs95ptzlbfq/2yaad1290856177.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/27/t1290856100ip1lvs95ptzlbfq/2yaad1290856177.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Nov/27/t1290856100ip1lvs95ptzlbfq/3rj9x1290856177.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/27/t1290856100ip1lvs95ptzlbfq/3rj9x1290856177.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Nov/27/t1290856100ip1lvs95ptzlbfq/4rj9x1290856177.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Nov/27/t1290856100ip1lvs95ptzlbfq/4rj9x1290856177.ps (open in new window) |
| | | | Parameters (Session): | | par1 = 12 ; par2 = 6 ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ; | | | | Parameters (R input): | | par1 = 12 ; par2 = 6 ; 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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