## Free Statistics

of Irreproducible Research!

Author's title
Author*The author of this computation has been verified*
R Software Modulerwasp_decomposeloess.wasp
Title produced by softwareDecomposition by Loess
Date of computationThu, 01 Dec 2011 10:28:09 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Dec/01/t1322753322kbxmjygc6tyb409.htm/, Retrieved Sun, 28 May 2023 22:25:43 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=149807, Retrieved Sun, 28 May 2023 22:25:43 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact63
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Classical Decomposition] [HPC Retail Sales] [2008-03-02 16:19:32] [74be16979710d4c4e7c6647856088456]
- RMPD  [Decomposition by Loess] [] [2011-11-26 21:27:22] [ee8c3a74bf3b349877806e9a50913c60]
- R PD      [Decomposition by Loess] [] [2011-12-01 15:28:09] [7dc03dd48c8acabd98b217fada4a6bc0] [Current]
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Dataseries X:
274
291
280
258
252
251
224
225
234
233
229
208
224
226
223
205
201
202
183
188
200
206
211
201
299
244
251
241
244
252
234
246
265
277
287
275
320
338
342
322
323
343
315
334
359
362
378
345
422
430
443
431
425
432
387
396
411
421
424
410
464
486
490
459
454
446
406
412
428
429
425
396
429
439
424
379
370
353
322
322
338
348
350
312
358
378
352
312
310
292
276
269
286
292
288
255
304
299
293
275
272
264
234
231
263
264
264
245
297
317
318
315
312
310
306
313
350
354
371
357
419
425
424
399
393
378
371
364
384
377
383
352


 Summary of computational transaction Raw Input view raw input (R code) Raw Output view raw output of R engine Computing time 2 seconds R Server 'Herman Ole Andreas Wold' @ wold.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 2 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=149807&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]2 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=149807&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=149807&T=0

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

 Summary of computational transaction Raw Input view raw input (R code) Raw Output view raw output of R engine Computing time 2 seconds R Server 'Herman Ole Andreas Wold' @ wold.wessa.net

 Seasonal Decomposition by Loess - Parameters Component Window Degree Jump Seasonal 1321 0 133 Trend 19 1 2 Low-pass 13 1 2

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Parameters \tabularnewline
Component & Window & Degree & Jump \tabularnewline
Seasonal & 1321 & 0 & 133 \tabularnewline
Trend & 19 & 1 & 2 \tabularnewline
Low-pass & 13 & 1 & 2 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=149807&T=1

[TABLE]
[ROW][C]Seasonal Decomposition by Loess - Parameters[/C][/ROW]
[ROW][C]Component[/C][C]Window[/C][C]Degree[/C][C]Jump[/C][/ROW]
[ROW][C]Seasonal[/C][C]1321[/C][C]0[/C][C]133[/C][/ROW]
[ROW][C]Trend[/C][C]19[/C][C]1[/C][C]2[/C][/ROW]
[ROW][C]Low-pass[/C][C]13[/C][C]1[/C][C]2[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=149807&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=149807&T=1

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

 Seasonal Decomposition by Loess - Parameters Component Window Degree Jump Seasonal 1321 0 133 Trend 19 1 2 Low-pass 13 1 2

 Seasonal Decomposition by Loess - Time Series Components t Observed Fitted Seasonal Trend Remainder 1 274 258.825969297934 26.4236653861948 262.750365315871 -15.174030702066 2 291 291.074065711283 31.2979190176708 259.628015271047 0.0740657112825716 3 280 276.049434712804 27.4449000609741 256.505665226222 -3.9505652871961 4 258 258.212634364351 4.67600235024529 253.111363285404 0.212634364350805 5 252 253.830373753073 0.452564902341024 249.717061344586 1.83037375307325 6 251 259.136401466967 -3.24364100523016 246.107239538264 8.13640146696659 7 224 233.533349901256 -28.030767633197 242.497417731941 9.5333499012556 8 225 236.391724668407 -25.1501097519631 238.758385083556 11.3917246684067 9 234 239.250102593327 -6.26945502849838 235.019352435172 5.25010259332686 10 233 238.808370173524 -3.26430176703221 230.455931593509 5.80837017352368 11 229 232.184825024964 -0.0773357768091877 225.892510751846 3.18482502496363 12 208 218.819406060445 -24.2594446230739 221.440038562629 10.8194060604446 13 224 204.588768240392 26.4236653861948 216.987566373413 -19.4112317596078 14 226 207.046092187521 31.2979190176708 213.655988794808 -18.9539078124792 15 223 208.230688722822 27.4449000609741 210.324411216204 -14.769311277178 16 205 196.699714448582 4.67600235024529 208.624283201172 -8.30028555141757 17 201 194.623279911518 0.452564902341024 206.924155186141 -6.37672008848168 18 202 199.297444563401 -3.24364100523016 207.946196441829 -2.70255543659889 19 183 185.06252993568 -28.030767633197 208.968237697517 2.06252993567958 20 188 189.345534155014 -25.1501097519631 211.804575596949 1.34553415501392 21 200 191.628541532117 -6.26945502849838 214.640913496381 -8.3714584678826 22 206 197.389114317507 -3.26430176703221 217.875187449526 -8.61088568249343 23 211 200.967874374139 -0.0773357768091877 221.10946140267 -10.0321256258611 24 201 201.30198112077 -24.2594446230739 224.957463502304 0.301981120769597 25 299 342.770869011867 26.4236653861948 228.805465601938 43.7708690118669 26 244 223.032878673122 31.2979190176708 233.669202309207 -20.9671213268776 27 251 236.022160922551 27.4449000609741 238.532939016475 -14.9778390774493 28 241 233.353851955543 4.67600235024529 243.970145694212 -7.64614804445725 29 244 238.14008272571 0.452564902341024 249.407352371949 -5.85991727428964 30 252 252.220130901067 -3.24364100523016 255.023510104163 0.220130901067392 31 234 235.39109979682 -28.030767633197 260.639667836377 1.39109979682013 32 246 250.233914402013 -25.1501097519631 266.91619534995 4.23391440201272 33 265 263.076732164974 -6.26945502849838 273.192722863524 -1.92326783502557 34 277 277.185614884768 -3.26430176703221 280.078686882264 0.185614884768427 35 287 287.112684875805 -0.0773357768091877 286.964650901004 0.112684875805485 36 275 280.380009963114 -24.2594446230739 293.87943465996 5.38000996311411 37 320 312.782116194889 26.4236653861948 300.794218418916 -7.21788380511066 38 338 336.6629188195 31.2979190176708 308.039162162829 -1.33708118049992 39 342 341.270994032284 27.4449000609741 315.284105906742 -0.729005967716489 40 322 316.628701218287 4.67600235024529 322.695296431467 -5.37129878171265 41 323 315.440948141467 0.452564902341024 330.106486956192 -7.55905185853334 42 343 351.69690644127 -3.24364100523016 337.54673456396 8.69690644126996 43 315 313.043785461469 -28.030767633197 344.986982171728 -1.95621453853107 44 334 340.251178329765 -25.1501097519631 352.898931422198 6.2511783297648 45 359 363.45857435583 -6.26945502849838 360.810880672669 4.45857435582985 46 362 358.237759334306 -3.26430176703221 369.026542432726 -3.76224066569392 47 378 378.835131584025 -0.0773357768091877 377.242204192784 0.835131584025419 48 345 329.573236907489 -24.2594446230739 384.686207715585 -15.4267630925113 49 422 425.446123375419 26.4236653861948 392.130211238387 3.44612337541861 50 430 430.640054905224 31.2979190176708 398.062026077105 0.640054905223906 51 443 454.561259023202 27.4449000609741 403.993840915824 11.561259023202 52 431 448.605803426908 4.67600235024529 408.718194222847 17.6058034269078 53 425 436.104887567789 0.452564902341024 413.44254752987 11.1048875677891 54 432 449.872466923501 -3.24364100523016 417.371174081729 17.8724669235008 55 387 380.730966999608 -28.030767633197 421.299800633589 -6.26903300039191 56 396 392.480656576576 -25.1501097519631 424.669453175387 -3.51934342342429 57 411 400.230349311313 -6.26945502849838 428.039105717186 -10.7696506886875 58 421 414.31078730989 -3.26430176703221 430.953514457142 -6.68921269010985 59 424 414.209412579711 -0.0773357768091877 433.867923197098 -9.79058742028917 60 410 407.961424857112 -24.2594446230739 436.298019765962 -2.03857514288848 61 464 462.848218278979 26.4236653861948 438.728116334826 -1.15178172102111 62 486 500.221987712594 31.2979190176708 440.480093269735 14.2219877125943 63 490 510.323029734382 27.4449000609741 442.232070204644 20.3230297343824 64 459 470.662505464168 4.67600235024529 442.661492185587 11.6625054641681 65 454 464.456520931129 0.452564902341024 443.09091416653 10.4565209311294 66 446 453.905909070272 -3.24364100523016 441.337731934958 7.90590907027206 67 406 400.44621792981 -28.030767633197 439.584549703387 -5.55378207018958 68 412 413.725304411208 -25.1501097519631 435.424805340755 1.72530441120836 69 428 431.004394050375 -6.26945502849838 431.265060978123 3.00439405037548 70 429 436.04677737402 -3.26430176703221 425.217524393013 7.04677737401954 71 425 430.907347968907 -0.0773357768091877 419.169987807902 5.90734796890678 72 396 404.263131901301 -24.2594446230739 411.996312721773 8.26313190130094 73 429 426.753696978162 26.4236653861948 404.822637635643 -2.24630302183817 74 439 449.548449532047 31.2979190176708 397.153631450282 10.5484495320469 75 424 431.070474674105 27.4449000609741 389.484625264921 7.07047467410462 76 379 371.177422849211 4.67600235024529 382.146574800543 -7.82257715078867 77 370 364.738910761494 0.452564902341024 374.808524336165 -5.26108923850643 78 353 340.925770581175 -3.24364100523016 368.317870424055 -12.0742294188252 79 322 310.203551121252 -28.030767633197 361.827216511945 -11.7964488787481 80 322 312.813110314646 -25.1501097519631 356.336999437317 -9.18688968535366 81 338 331.42267266581 -6.26945502849838 350.846782362688 -6.57732733418999 82 348 353.305919340063 -3.26430176703221 345.958382426969 5.3059193400631 83 350 359.007353285559 -0.0773357768091877 341.06998249125 9.00735328555925 84 312 311.803446859452 -24.2594446230739 336.455997763622 -0.196553140548474 85 358 357.73432157781 26.4236653861948 331.842013035995 -0.26567842218958 86 378 397.584974570901 31.2979190176708 327.117106411428 19.5849745709013 87 352 354.162900152165 27.4449000609741 322.392199786861 2.16290015216487 88 312 301.854527226849 4.67600235024529 317.469470422905 -10.1454727731508 89 310 307.000694038709 0.452564902341024 312.54674105895 -2.99930596129093 90 292 279.718127475333 -3.24364100523016 307.525513529898 -12.2818725246674 91 276 277.526481632352 -28.030767633197 302.504286000845 1.52648163235176 92 269 265.426095192001 -25.1501097519631 297.724014559962 -3.57390480799938 93 286 285.325711909419 -6.26945502849838 292.94374311908 -0.674288090581342 94 292 298.181810459289 -3.26430176703221 289.082491307743 6.18181045928901 95 288 290.856096280402 -0.0773357768091877 285.221239496407 2.85609628040243 96 255 252.203693453886 -24.2594446230739 282.055751169188 -2.79630654611429 97 304 302.686071771836 26.4236653861948 278.89026284197 -1.3139282281644 98 299 290.633599781964 31.2979190176708 276.068481200366 -8.36640021803646 99 293 285.308400380264 27.4449000609741 273.246699558762 -7.69159961973583 100 275 274.176820941592 4.67600235024529 271.147176708163 -0.823179058408414 101 272 274.499781240094 0.452564902341024 269.047653857565 2.49978124009448 102 264 263.059390619822 -3.24364100523016 268.184250385408 -0.940609380178046 103 234 228.709920719945 -28.030767633197 267.320846913252 -5.29007928005484 104 231 218.995141542205 -25.1501097519631 268.154968209758 -12.0048584577947 105 263 263.280365522234 -6.26945502849838 268.989089506264 0.28036552223449 106 264 259.556699251239 -3.26430176703221 271.707602515793 -4.44330074876081 107 264 253.651220251487 -0.0773357768091877 274.426115525322 -10.348779748513 108 245 235.207207950387 -24.2594446230739 279.052236672687 -9.79279204961341 109 297 283.897976793753 26.4236653861948 283.678357820052 -13.1020232062472 110 317 312.443002980782 31.2979190176708 290.259078001547 -4.55699701921753 111 318 311.715301755985 27.4449000609741 296.839798183041 -6.2846982440152 112 315 320.343692711929 4.67600235024529 304.980304937826 5.34369271192884 113 312 310.426623405048 0.452564902341024 313.120811692611 -1.57337659495164 114 310 300.888610357863 -3.24364100523016 322.355030647367 -9.11138964213688 115 306 308.441518031074 -28.030767633197 331.589249602123 2.44151803107354 116 313 310.416618571051 -25.1501097519631 340.733491180912 -2.58338142894894 117 350 356.391722268798 -6.26945502849838 349.877732759701 6.39172226879776 118 354 353.521072899121 -3.26430176703221 357.743228867911 -0.478927100878593 119 371 376.468610800688 -0.0773357768091877 365.608724976121 5.46861080068823 120 357 366.59329110528 -24.2594446230739 371.666153517794 9.59329110527977 121 419 433.852752554338 26.4236653861948 377.723582059467 14.8527525543379 122 425 437.009843201092 31.2979190176708 381.692237781237 12.0098432010923 123 424 434.894206436019 27.4449000609741 385.660893503007 10.8942064360194 124 399 407.126461745117 4.67600235024529 386.197535904637 8.12646174511747 125 393 398.813256791391 0.452564902341024 386.734178306268 5.81325679139115 126 378 372.354470058853 -3.24364100523016 386.889170946377 -5.64552994114678 127 371 382.986604046711 -28.030767633197 387.044163586486 11.986604046711 128 364 366.199063706569 -25.1501097519631 386.951046045394 2.19906370656878 129 384 387.411526524196 -6.26945502849838 386.857928504303 3.41152652419578 130 377 370.756927114394 -3.26430176703221 386.507374652638 -6.24307288560584 131 383 379.920514975836 -0.0773357768091877 386.156820800973 -3.07948502416428 132 352 342.645037288947 -24.2594446230739 385.614407334126 -9.35496271105256

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Time Series Components \tabularnewline
t & Observed & Fitted & Seasonal & Trend & Remainder \tabularnewline
1 & 274 & 258.825969297934 & 26.4236653861948 & 262.750365315871 & -15.174030702066 \tabularnewline
2 & 291 & 291.074065711283 & 31.2979190176708 & 259.628015271047 & 0.0740657112825716 \tabularnewline
3 & 280 & 276.049434712804 & 27.4449000609741 & 256.505665226222 & -3.9505652871961 \tabularnewline
4 & 258 & 258.212634364351 & 4.67600235024529 & 253.111363285404 & 0.212634364350805 \tabularnewline
5 & 252 & 253.830373753073 & 0.452564902341024 & 249.717061344586 & 1.83037375307325 \tabularnewline
6 & 251 & 259.136401466967 & -3.24364100523016 & 246.107239538264 & 8.13640146696659 \tabularnewline
7 & 224 & 233.533349901256 & -28.030767633197 & 242.497417731941 & 9.5333499012556 \tabularnewline
8 & 225 & 236.391724668407 & -25.1501097519631 & 238.758385083556 & 11.3917246684067 \tabularnewline
9 & 234 & 239.250102593327 & -6.26945502849838 & 235.019352435172 & 5.25010259332686 \tabularnewline
10 & 233 & 238.808370173524 & -3.26430176703221 & 230.455931593509 & 5.80837017352368 \tabularnewline
11 & 229 & 232.184825024964 & -0.0773357768091877 & 225.892510751846 & 3.18482502496363 \tabularnewline
12 & 208 & 218.819406060445 & -24.2594446230739 & 221.440038562629 & 10.8194060604446 \tabularnewline
13 & 224 & 204.588768240392 & 26.4236653861948 & 216.987566373413 & -19.4112317596078 \tabularnewline
14 & 226 & 207.046092187521 & 31.2979190176708 & 213.655988794808 & -18.9539078124792 \tabularnewline
15 & 223 & 208.230688722822 & 27.4449000609741 & 210.324411216204 & -14.769311277178 \tabularnewline
16 & 205 & 196.699714448582 & 4.67600235024529 & 208.624283201172 & -8.30028555141757 \tabularnewline
17 & 201 & 194.623279911518 & 0.452564902341024 & 206.924155186141 & -6.37672008848168 \tabularnewline
18 & 202 & 199.297444563401 & -3.24364100523016 & 207.946196441829 & -2.70255543659889 \tabularnewline
19 & 183 & 185.06252993568 & -28.030767633197 & 208.968237697517 & 2.06252993567958 \tabularnewline
20 & 188 & 189.345534155014 & -25.1501097519631 & 211.804575596949 & 1.34553415501392 \tabularnewline
21 & 200 & 191.628541532117 & -6.26945502849838 & 214.640913496381 & -8.3714584678826 \tabularnewline
22 & 206 & 197.389114317507 & -3.26430176703221 & 217.875187449526 & -8.61088568249343 \tabularnewline
23 & 211 & 200.967874374139 & -0.0773357768091877 & 221.10946140267 & -10.0321256258611 \tabularnewline
24 & 201 & 201.30198112077 & -24.2594446230739 & 224.957463502304 & 0.301981120769597 \tabularnewline
25 & 299 & 342.770869011867 & 26.4236653861948 & 228.805465601938 & 43.7708690118669 \tabularnewline
26 & 244 & 223.032878673122 & 31.2979190176708 & 233.669202309207 & -20.9671213268776 \tabularnewline
27 & 251 & 236.022160922551 & 27.4449000609741 & 238.532939016475 & -14.9778390774493 \tabularnewline
28 & 241 & 233.353851955543 & 4.67600235024529 & 243.970145694212 & -7.64614804445725 \tabularnewline
29 & 244 & 238.14008272571 & 0.452564902341024 & 249.407352371949 & -5.85991727428964 \tabularnewline
30 & 252 & 252.220130901067 & -3.24364100523016 & 255.023510104163 & 0.220130901067392 \tabularnewline
31 & 234 & 235.39109979682 & -28.030767633197 & 260.639667836377 & 1.39109979682013 \tabularnewline
32 & 246 & 250.233914402013 & -25.1501097519631 & 266.91619534995 & 4.23391440201272 \tabularnewline
33 & 265 & 263.076732164974 & -6.26945502849838 & 273.192722863524 & -1.92326783502557 \tabularnewline
34 & 277 & 277.185614884768 & -3.26430176703221 & 280.078686882264 & 0.185614884768427 \tabularnewline
35 & 287 & 287.112684875805 & -0.0773357768091877 & 286.964650901004 & 0.112684875805485 \tabularnewline
36 & 275 & 280.380009963114 & -24.2594446230739 & 293.87943465996 & 5.38000996311411 \tabularnewline
37 & 320 & 312.782116194889 & 26.4236653861948 & 300.794218418916 & -7.21788380511066 \tabularnewline
38 & 338 & 336.6629188195 & 31.2979190176708 & 308.039162162829 & -1.33708118049992 \tabularnewline
39 & 342 & 341.270994032284 & 27.4449000609741 & 315.284105906742 & -0.729005967716489 \tabularnewline
40 & 322 & 316.628701218287 & 4.67600235024529 & 322.695296431467 & -5.37129878171265 \tabularnewline
41 & 323 & 315.440948141467 & 0.452564902341024 & 330.106486956192 & -7.55905185853334 \tabularnewline
42 & 343 & 351.69690644127 & -3.24364100523016 & 337.54673456396 & 8.69690644126996 \tabularnewline
43 & 315 & 313.043785461469 & -28.030767633197 & 344.986982171728 & -1.95621453853107 \tabularnewline
44 & 334 & 340.251178329765 & -25.1501097519631 & 352.898931422198 & 6.2511783297648 \tabularnewline
45 & 359 & 363.45857435583 & -6.26945502849838 & 360.810880672669 & 4.45857435582985 \tabularnewline
46 & 362 & 358.237759334306 & -3.26430176703221 & 369.026542432726 & -3.76224066569392 \tabularnewline
47 & 378 & 378.835131584025 & -0.0773357768091877 & 377.242204192784 & 0.835131584025419 \tabularnewline
48 & 345 & 329.573236907489 & -24.2594446230739 & 384.686207715585 & -15.4267630925113 \tabularnewline
49 & 422 & 425.446123375419 & 26.4236653861948 & 392.130211238387 & 3.44612337541861 \tabularnewline
50 & 430 & 430.640054905224 & 31.2979190176708 & 398.062026077105 & 0.640054905223906 \tabularnewline
51 & 443 & 454.561259023202 & 27.4449000609741 & 403.993840915824 & 11.561259023202 \tabularnewline
52 & 431 & 448.605803426908 & 4.67600235024529 & 408.718194222847 & 17.6058034269078 \tabularnewline
53 & 425 & 436.104887567789 & 0.452564902341024 & 413.44254752987 & 11.1048875677891 \tabularnewline
54 & 432 & 449.872466923501 & -3.24364100523016 & 417.371174081729 & 17.8724669235008 \tabularnewline
55 & 387 & 380.730966999608 & -28.030767633197 & 421.299800633589 & -6.26903300039191 \tabularnewline
56 & 396 & 392.480656576576 & -25.1501097519631 & 424.669453175387 & -3.51934342342429 \tabularnewline
57 & 411 & 400.230349311313 & -6.26945502849838 & 428.039105717186 & -10.7696506886875 \tabularnewline
58 & 421 & 414.31078730989 & -3.26430176703221 & 430.953514457142 & -6.68921269010985 \tabularnewline
59 & 424 & 414.209412579711 & -0.0773357768091877 & 433.867923197098 & -9.79058742028917 \tabularnewline
60 & 410 & 407.961424857112 & -24.2594446230739 & 436.298019765962 & -2.03857514288848 \tabularnewline
61 & 464 & 462.848218278979 & 26.4236653861948 & 438.728116334826 & -1.15178172102111 \tabularnewline
62 & 486 & 500.221987712594 & 31.2979190176708 & 440.480093269735 & 14.2219877125943 \tabularnewline
63 & 490 & 510.323029734382 & 27.4449000609741 & 442.232070204644 & 20.3230297343824 \tabularnewline
64 & 459 & 470.662505464168 & 4.67600235024529 & 442.661492185587 & 11.6625054641681 \tabularnewline
65 & 454 & 464.456520931129 & 0.452564902341024 & 443.09091416653 & 10.4565209311294 \tabularnewline
66 & 446 & 453.905909070272 & -3.24364100523016 & 441.337731934958 & 7.90590907027206 \tabularnewline
67 & 406 & 400.44621792981 & -28.030767633197 & 439.584549703387 & -5.55378207018958 \tabularnewline
68 & 412 & 413.725304411208 & -25.1501097519631 & 435.424805340755 & 1.72530441120836 \tabularnewline
69 & 428 & 431.004394050375 & -6.26945502849838 & 431.265060978123 & 3.00439405037548 \tabularnewline
70 & 429 & 436.04677737402 & -3.26430176703221 & 425.217524393013 & 7.04677737401954 \tabularnewline
71 & 425 & 430.907347968907 & -0.0773357768091877 & 419.169987807902 & 5.90734796890678 \tabularnewline
72 & 396 & 404.263131901301 & -24.2594446230739 & 411.996312721773 & 8.26313190130094 \tabularnewline
73 & 429 & 426.753696978162 & 26.4236653861948 & 404.822637635643 & -2.24630302183817 \tabularnewline
74 & 439 & 449.548449532047 & 31.2979190176708 & 397.153631450282 & 10.5484495320469 \tabularnewline
75 & 424 & 431.070474674105 & 27.4449000609741 & 389.484625264921 & 7.07047467410462 \tabularnewline
76 & 379 & 371.177422849211 & 4.67600235024529 & 382.146574800543 & -7.82257715078867 \tabularnewline
77 & 370 & 364.738910761494 & 0.452564902341024 & 374.808524336165 & -5.26108923850643 \tabularnewline
78 & 353 & 340.925770581175 & -3.24364100523016 & 368.317870424055 & -12.0742294188252 \tabularnewline
79 & 322 & 310.203551121252 & -28.030767633197 & 361.827216511945 & -11.7964488787481 \tabularnewline
80 & 322 & 312.813110314646 & -25.1501097519631 & 356.336999437317 & -9.18688968535366 \tabularnewline
81 & 338 & 331.42267266581 & -6.26945502849838 & 350.846782362688 & -6.57732733418999 \tabularnewline
82 & 348 & 353.305919340063 & -3.26430176703221 & 345.958382426969 & 5.3059193400631 \tabularnewline
83 & 350 & 359.007353285559 & -0.0773357768091877 & 341.06998249125 & 9.00735328555925 \tabularnewline
84 & 312 & 311.803446859452 & -24.2594446230739 & 336.455997763622 & -0.196553140548474 \tabularnewline
85 & 358 & 357.73432157781 & 26.4236653861948 & 331.842013035995 & -0.26567842218958 \tabularnewline
86 & 378 & 397.584974570901 & 31.2979190176708 & 327.117106411428 & 19.5849745709013 \tabularnewline
87 & 352 & 354.162900152165 & 27.4449000609741 & 322.392199786861 & 2.16290015216487 \tabularnewline
88 & 312 & 301.854527226849 & 4.67600235024529 & 317.469470422905 & -10.1454727731508 \tabularnewline
89 & 310 & 307.000694038709 & 0.452564902341024 & 312.54674105895 & -2.99930596129093 \tabularnewline
90 & 292 & 279.718127475333 & -3.24364100523016 & 307.525513529898 & -12.2818725246674 \tabularnewline
91 & 276 & 277.526481632352 & -28.030767633197 & 302.504286000845 & 1.52648163235176 \tabularnewline
92 & 269 & 265.426095192001 & -25.1501097519631 & 297.724014559962 & -3.57390480799938 \tabularnewline
93 & 286 & 285.325711909419 & -6.26945502849838 & 292.94374311908 & -0.674288090581342 \tabularnewline
94 & 292 & 298.181810459289 & -3.26430176703221 & 289.082491307743 & 6.18181045928901 \tabularnewline
95 & 288 & 290.856096280402 & -0.0773357768091877 & 285.221239496407 & 2.85609628040243 \tabularnewline
96 & 255 & 252.203693453886 & -24.2594446230739 & 282.055751169188 & -2.79630654611429 \tabularnewline
97 & 304 & 302.686071771836 & 26.4236653861948 & 278.89026284197 & -1.3139282281644 \tabularnewline
98 & 299 & 290.633599781964 & 31.2979190176708 & 276.068481200366 & -8.36640021803646 \tabularnewline
99 & 293 & 285.308400380264 & 27.4449000609741 & 273.246699558762 & -7.69159961973583 \tabularnewline
100 & 275 & 274.176820941592 & 4.67600235024529 & 271.147176708163 & -0.823179058408414 \tabularnewline
101 & 272 & 274.499781240094 & 0.452564902341024 & 269.047653857565 & 2.49978124009448 \tabularnewline
102 & 264 & 263.059390619822 & -3.24364100523016 & 268.184250385408 & -0.940609380178046 \tabularnewline
103 & 234 & 228.709920719945 & -28.030767633197 & 267.320846913252 & -5.29007928005484 \tabularnewline
104 & 231 & 218.995141542205 & -25.1501097519631 & 268.154968209758 & -12.0048584577947 \tabularnewline
105 & 263 & 263.280365522234 & -6.26945502849838 & 268.989089506264 & 0.28036552223449 \tabularnewline
106 & 264 & 259.556699251239 & -3.26430176703221 & 271.707602515793 & -4.44330074876081 \tabularnewline
107 & 264 & 253.651220251487 & -0.0773357768091877 & 274.426115525322 & -10.348779748513 \tabularnewline
108 & 245 & 235.207207950387 & -24.2594446230739 & 279.052236672687 & -9.79279204961341 \tabularnewline
109 & 297 & 283.897976793753 & 26.4236653861948 & 283.678357820052 & -13.1020232062472 \tabularnewline
110 & 317 & 312.443002980782 & 31.2979190176708 & 290.259078001547 & -4.55699701921753 \tabularnewline
111 & 318 & 311.715301755985 & 27.4449000609741 & 296.839798183041 & -6.2846982440152 \tabularnewline
112 & 315 & 320.343692711929 & 4.67600235024529 & 304.980304937826 & 5.34369271192884 \tabularnewline
113 & 312 & 310.426623405048 & 0.452564902341024 & 313.120811692611 & -1.57337659495164 \tabularnewline
114 & 310 & 300.888610357863 & -3.24364100523016 & 322.355030647367 & -9.11138964213688 \tabularnewline
115 & 306 & 308.441518031074 & -28.030767633197 & 331.589249602123 & 2.44151803107354 \tabularnewline
116 & 313 & 310.416618571051 & -25.1501097519631 & 340.733491180912 & -2.58338142894894 \tabularnewline
117 & 350 & 356.391722268798 & -6.26945502849838 & 349.877732759701 & 6.39172226879776 \tabularnewline
118 & 354 & 353.521072899121 & -3.26430176703221 & 357.743228867911 & -0.478927100878593 \tabularnewline
119 & 371 & 376.468610800688 & -0.0773357768091877 & 365.608724976121 & 5.46861080068823 \tabularnewline
120 & 357 & 366.59329110528 & -24.2594446230739 & 371.666153517794 & 9.59329110527977 \tabularnewline
121 & 419 & 433.852752554338 & 26.4236653861948 & 377.723582059467 & 14.8527525543379 \tabularnewline
122 & 425 & 437.009843201092 & 31.2979190176708 & 381.692237781237 & 12.0098432010923 \tabularnewline
123 & 424 & 434.894206436019 & 27.4449000609741 & 385.660893503007 & 10.8942064360194 \tabularnewline
124 & 399 & 407.126461745117 & 4.67600235024529 & 386.197535904637 & 8.12646174511747 \tabularnewline
125 & 393 & 398.813256791391 & 0.452564902341024 & 386.734178306268 & 5.81325679139115 \tabularnewline
126 & 378 & 372.354470058853 & -3.24364100523016 & 386.889170946377 & -5.64552994114678 \tabularnewline
127 & 371 & 382.986604046711 & -28.030767633197 & 387.044163586486 & 11.986604046711 \tabularnewline
128 & 364 & 366.199063706569 & -25.1501097519631 & 386.951046045394 & 2.19906370656878 \tabularnewline
129 & 384 & 387.411526524196 & -6.26945502849838 & 386.857928504303 & 3.41152652419578 \tabularnewline
130 & 377 & 370.756927114394 & -3.26430176703221 & 386.507374652638 & -6.24307288560584 \tabularnewline
131 & 383 & 379.920514975836 & -0.0773357768091877 & 386.156820800973 & -3.07948502416428 \tabularnewline
132 & 352 & 342.645037288947 & -24.2594446230739 & 385.614407334126 & -9.35496271105256 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=149807&T=2

[TABLE]
[ROW][C]Seasonal Decomposition by Loess - Time Series Components[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Fitted[/C][C]Seasonal[/C][C]Trend[/C][C]Remainder[/C][/ROW]
[ROW][C]1[/C][C]274[/C][C]258.825969297934[/C][C]26.4236653861948[/C][C]262.750365315871[/C][C]-15.174030702066[/C][/ROW]
[ROW][C]2[/C][C]291[/C][C]291.074065711283[/C][C]31.2979190176708[/C][C]259.628015271047[/C][C]0.0740657112825716[/C][/ROW]
[ROW][C]3[/C][C]280[/C][C]276.049434712804[/C][C]27.4449000609741[/C][C]256.505665226222[/C][C]-3.9505652871961[/C][/ROW]
[ROW][C]4[/C][C]258[/C][C]258.212634364351[/C][C]4.67600235024529[/C][C]253.111363285404[/C][C]0.212634364350805[/C][/ROW]
[ROW][C]5[/C][C]252[/C][C]253.830373753073[/C][C]0.452564902341024[/C][C]249.717061344586[/C][C]1.83037375307325[/C][/ROW]
[ROW][C]6[/C][C]251[/C][C]259.136401466967[/C][C]-3.24364100523016[/C][C]246.107239538264[/C][C]8.13640146696659[/C][/ROW]
[ROW][C]7[/C][C]224[/C][C]233.533349901256[/C][C]-28.030767633197[/C][C]242.497417731941[/C][C]9.5333499012556[/C][/ROW]
[ROW][C]8[/C][C]225[/C][C]236.391724668407[/C][C]-25.1501097519631[/C][C]238.758385083556[/C][C]11.3917246684067[/C][/ROW]
[ROW][C]9[/C][C]234[/C][C]239.250102593327[/C][C]-6.26945502849838[/C][C]235.019352435172[/C][C]5.25010259332686[/C][/ROW]
[ROW][C]10[/C][C]233[/C][C]238.808370173524[/C][C]-3.26430176703221[/C][C]230.455931593509[/C][C]5.80837017352368[/C][/ROW]
[ROW][C]11[/C][C]229[/C][C]232.184825024964[/C][C]-0.0773357768091877[/C][C]225.892510751846[/C][C]3.18482502496363[/C][/ROW]
[ROW][C]12[/C][C]208[/C][C]218.819406060445[/C][C]-24.2594446230739[/C][C]221.440038562629[/C][C]10.8194060604446[/C][/ROW]
[ROW][C]13[/C][C]224[/C][C]204.588768240392[/C][C]26.4236653861948[/C][C]216.987566373413[/C][C]-19.4112317596078[/C][/ROW]
[ROW][C]14[/C][C]226[/C][C]207.046092187521[/C][C]31.2979190176708[/C][C]213.655988794808[/C][C]-18.9539078124792[/C][/ROW]
[ROW][C]15[/C][C]223[/C][C]208.230688722822[/C][C]27.4449000609741[/C][C]210.324411216204[/C][C]-14.769311277178[/C][/ROW]
[ROW][C]16[/C][C]205[/C][C]196.699714448582[/C][C]4.67600235024529[/C][C]208.624283201172[/C][C]-8.30028555141757[/C][/ROW]
[ROW][C]17[/C][C]201[/C][C]194.623279911518[/C][C]0.452564902341024[/C][C]206.924155186141[/C][C]-6.37672008848168[/C][/ROW]
[ROW][C]18[/C][C]202[/C][C]199.297444563401[/C][C]-3.24364100523016[/C][C]207.946196441829[/C][C]-2.70255543659889[/C][/ROW]
[ROW][C]19[/C][C]183[/C][C]185.06252993568[/C][C]-28.030767633197[/C][C]208.968237697517[/C][C]2.06252993567958[/C][/ROW]
[ROW][C]20[/C][C]188[/C][C]189.345534155014[/C][C]-25.1501097519631[/C][C]211.804575596949[/C][C]1.34553415501392[/C][/ROW]
[ROW][C]21[/C][C]200[/C][C]191.628541532117[/C][C]-6.26945502849838[/C][C]214.640913496381[/C][C]-8.3714584678826[/C][/ROW]
[ROW][C]22[/C][C]206[/C][C]197.389114317507[/C][C]-3.26430176703221[/C][C]217.875187449526[/C][C]-8.61088568249343[/C][/ROW]
[ROW][C]23[/C][C]211[/C][C]200.967874374139[/C][C]-0.0773357768091877[/C][C]221.10946140267[/C][C]-10.0321256258611[/C][/ROW]
[ROW][C]24[/C][C]201[/C][C]201.30198112077[/C][C]-24.2594446230739[/C][C]224.957463502304[/C][C]0.301981120769597[/C][/ROW]
[ROW][C]25[/C][C]299[/C][C]342.770869011867[/C][C]26.4236653861948[/C][C]228.805465601938[/C][C]43.7708690118669[/C][/ROW]
[ROW][C]26[/C][C]244[/C][C]223.032878673122[/C][C]31.2979190176708[/C][C]233.669202309207[/C][C]-20.9671213268776[/C][/ROW]
[ROW][C]27[/C][C]251[/C][C]236.022160922551[/C][C]27.4449000609741[/C][C]238.532939016475[/C][C]-14.9778390774493[/C][/ROW]
[ROW][C]28[/C][C]241[/C][C]233.353851955543[/C][C]4.67600235024529[/C][C]243.970145694212[/C][C]-7.64614804445725[/C][/ROW]
[ROW][C]29[/C][C]244[/C][C]238.14008272571[/C][C]0.452564902341024[/C][C]249.407352371949[/C][C]-5.85991727428964[/C][/ROW]
[ROW][C]30[/C][C]252[/C][C]252.220130901067[/C][C]-3.24364100523016[/C][C]255.023510104163[/C][C]0.220130901067392[/C][/ROW]
[ROW][C]31[/C][C]234[/C][C]235.39109979682[/C][C]-28.030767633197[/C][C]260.639667836377[/C][C]1.39109979682013[/C][/ROW]
[ROW][C]32[/C][C]246[/C][C]250.233914402013[/C][C]-25.1501097519631[/C][C]266.91619534995[/C][C]4.23391440201272[/C][/ROW]
[ROW][C]33[/C][C]265[/C][C]263.076732164974[/C][C]-6.26945502849838[/C][C]273.192722863524[/C][C]-1.92326783502557[/C][/ROW]
[ROW][C]34[/C][C]277[/C][C]277.185614884768[/C][C]-3.26430176703221[/C][C]280.078686882264[/C][C]0.185614884768427[/C][/ROW]
[ROW][C]35[/C][C]287[/C][C]287.112684875805[/C][C]-0.0773357768091877[/C][C]286.964650901004[/C][C]0.112684875805485[/C][/ROW]
[ROW][C]36[/C][C]275[/C][C]280.380009963114[/C][C]-24.2594446230739[/C][C]293.87943465996[/C][C]5.38000996311411[/C][/ROW]
[ROW][C]37[/C][C]320[/C][C]312.782116194889[/C][C]26.4236653861948[/C][C]300.794218418916[/C][C]-7.21788380511066[/C][/ROW]
[ROW][C]38[/C][C]338[/C][C]336.6629188195[/C][C]31.2979190176708[/C][C]308.039162162829[/C][C]-1.33708118049992[/C][/ROW]
[ROW][C]39[/C][C]342[/C][C]341.270994032284[/C][C]27.4449000609741[/C][C]315.284105906742[/C][C]-0.729005967716489[/C][/ROW]
[ROW][C]40[/C][C]322[/C][C]316.628701218287[/C][C]4.67600235024529[/C][C]322.695296431467[/C][C]-5.37129878171265[/C][/ROW]
[ROW][C]41[/C][C]323[/C][C]315.440948141467[/C][C]0.452564902341024[/C][C]330.106486956192[/C][C]-7.55905185853334[/C][/ROW]
[ROW][C]42[/C][C]343[/C][C]351.69690644127[/C][C]-3.24364100523016[/C][C]337.54673456396[/C][C]8.69690644126996[/C][/ROW]
[ROW][C]43[/C][C]315[/C][C]313.043785461469[/C][C]-28.030767633197[/C][C]344.986982171728[/C][C]-1.95621453853107[/C][/ROW]
[ROW][C]44[/C][C]334[/C][C]340.251178329765[/C][C]-25.1501097519631[/C][C]352.898931422198[/C][C]6.2511783297648[/C][/ROW]
[ROW][C]45[/C][C]359[/C][C]363.45857435583[/C][C]-6.26945502849838[/C][C]360.810880672669[/C][C]4.45857435582985[/C][/ROW]
[ROW][C]46[/C][C]362[/C][C]358.237759334306[/C][C]-3.26430176703221[/C][C]369.026542432726[/C][C]-3.76224066569392[/C][/ROW]
[ROW][C]47[/C][C]378[/C][C]378.835131584025[/C][C]-0.0773357768091877[/C][C]377.242204192784[/C][C]0.835131584025419[/C][/ROW]
[ROW][C]48[/C][C]345[/C][C]329.573236907489[/C][C]-24.2594446230739[/C][C]384.686207715585[/C][C]-15.4267630925113[/C][/ROW]
[ROW][C]49[/C][C]422[/C][C]425.446123375419[/C][C]26.4236653861948[/C][C]392.130211238387[/C][C]3.44612337541861[/C][/ROW]
[ROW][C]50[/C][C]430[/C][C]430.640054905224[/C][C]31.2979190176708[/C][C]398.062026077105[/C][C]0.640054905223906[/C][/ROW]
[ROW][C]51[/C][C]443[/C][C]454.561259023202[/C][C]27.4449000609741[/C][C]403.993840915824[/C][C]11.561259023202[/C][/ROW]
[ROW][C]52[/C][C]431[/C][C]448.605803426908[/C][C]4.67600235024529[/C][C]408.718194222847[/C][C]17.6058034269078[/C][/ROW]
[ROW][C]53[/C][C]425[/C][C]436.104887567789[/C][C]0.452564902341024[/C][C]413.44254752987[/C][C]11.1048875677891[/C][/ROW]
[ROW][C]54[/C][C]432[/C][C]449.872466923501[/C][C]-3.24364100523016[/C][C]417.371174081729[/C][C]17.8724669235008[/C][/ROW]
[ROW][C]55[/C][C]387[/C][C]380.730966999608[/C][C]-28.030767633197[/C][C]421.299800633589[/C][C]-6.26903300039191[/C][/ROW]
[ROW][C]56[/C][C]396[/C][C]392.480656576576[/C][C]-25.1501097519631[/C][C]424.669453175387[/C][C]-3.51934342342429[/C][/ROW]
[ROW][C]57[/C][C]411[/C][C]400.230349311313[/C][C]-6.26945502849838[/C][C]428.039105717186[/C][C]-10.7696506886875[/C][/ROW]
[ROW][C]58[/C][C]421[/C][C]414.31078730989[/C][C]-3.26430176703221[/C][C]430.953514457142[/C][C]-6.68921269010985[/C][/ROW]
[ROW][C]59[/C][C]424[/C][C]414.209412579711[/C][C]-0.0773357768091877[/C][C]433.867923197098[/C][C]-9.79058742028917[/C][/ROW]
[ROW][C]60[/C][C]410[/C][C]407.961424857112[/C][C]-24.2594446230739[/C][C]436.298019765962[/C][C]-2.03857514288848[/C][/ROW]
[ROW][C]61[/C][C]464[/C][C]462.848218278979[/C][C]26.4236653861948[/C][C]438.728116334826[/C][C]-1.15178172102111[/C][/ROW]
[ROW][C]62[/C][C]486[/C][C]500.221987712594[/C][C]31.2979190176708[/C][C]440.480093269735[/C][C]14.2219877125943[/C][/ROW]
[ROW][C]63[/C][C]490[/C][C]510.323029734382[/C][C]27.4449000609741[/C][C]442.232070204644[/C][C]20.3230297343824[/C][/ROW]
[ROW][C]64[/C][C]459[/C][C]470.662505464168[/C][C]4.67600235024529[/C][C]442.661492185587[/C][C]11.6625054641681[/C][/ROW]
[ROW][C]65[/C][C]454[/C][C]464.456520931129[/C][C]0.452564902341024[/C][C]443.09091416653[/C][C]10.4565209311294[/C][/ROW]
[ROW][C]66[/C][C]446[/C][C]453.905909070272[/C][C]-3.24364100523016[/C][C]441.337731934958[/C][C]7.90590907027206[/C][/ROW]
[ROW][C]67[/C][C]406[/C][C]400.44621792981[/C][C]-28.030767633197[/C][C]439.584549703387[/C][C]-5.55378207018958[/C][/ROW]
[ROW][C]68[/C][C]412[/C][C]413.725304411208[/C][C]-25.1501097519631[/C][C]435.424805340755[/C][C]1.72530441120836[/C][/ROW]
[ROW][C]69[/C][C]428[/C][C]431.004394050375[/C][C]-6.26945502849838[/C][C]431.265060978123[/C][C]3.00439405037548[/C][/ROW]
[ROW][C]70[/C][C]429[/C][C]436.04677737402[/C][C]-3.26430176703221[/C][C]425.217524393013[/C][C]7.04677737401954[/C][/ROW]
[ROW][C]71[/C][C]425[/C][C]430.907347968907[/C][C]-0.0773357768091877[/C][C]419.169987807902[/C][C]5.90734796890678[/C][/ROW]
[ROW][C]72[/C][C]396[/C][C]404.263131901301[/C][C]-24.2594446230739[/C][C]411.996312721773[/C][C]8.26313190130094[/C][/ROW]
[ROW][C]73[/C][C]429[/C][C]426.753696978162[/C][C]26.4236653861948[/C][C]404.822637635643[/C][C]-2.24630302183817[/C][/ROW]
[ROW][C]74[/C][C]439[/C][C]449.548449532047[/C][C]31.2979190176708[/C][C]397.153631450282[/C][C]10.5484495320469[/C][/ROW]
[ROW][C]75[/C][C]424[/C][C]431.070474674105[/C][C]27.4449000609741[/C][C]389.484625264921[/C][C]7.07047467410462[/C][/ROW]
[ROW][C]76[/C][C]379[/C][C]371.177422849211[/C][C]4.67600235024529[/C][C]382.146574800543[/C][C]-7.82257715078867[/C][/ROW]
[ROW][C]77[/C][C]370[/C][C]364.738910761494[/C][C]0.452564902341024[/C][C]374.808524336165[/C][C]-5.26108923850643[/C][/ROW]
[ROW][C]78[/C][C]353[/C][C]340.925770581175[/C][C]-3.24364100523016[/C][C]368.317870424055[/C][C]-12.0742294188252[/C][/ROW]
[ROW][C]79[/C][C]322[/C][C]310.203551121252[/C][C]-28.030767633197[/C][C]361.827216511945[/C][C]-11.7964488787481[/C][/ROW]
[ROW][C]80[/C][C]322[/C][C]312.813110314646[/C][C]-25.1501097519631[/C][C]356.336999437317[/C][C]-9.18688968535366[/C][/ROW]
[ROW][C]81[/C][C]338[/C][C]331.42267266581[/C][C]-6.26945502849838[/C][C]350.846782362688[/C][C]-6.57732733418999[/C][/ROW]
[ROW][C]82[/C][C]348[/C][C]353.305919340063[/C][C]-3.26430176703221[/C][C]345.958382426969[/C][C]5.3059193400631[/C][/ROW]
[ROW][C]83[/C][C]350[/C][C]359.007353285559[/C][C]-0.0773357768091877[/C][C]341.06998249125[/C][C]9.00735328555925[/C][/ROW]
[ROW][C]84[/C][C]312[/C][C]311.803446859452[/C][C]-24.2594446230739[/C][C]336.455997763622[/C][C]-0.196553140548474[/C][/ROW]
[ROW][C]85[/C][C]358[/C][C]357.73432157781[/C][C]26.4236653861948[/C][C]331.842013035995[/C][C]-0.26567842218958[/C][/ROW]
[ROW][C]86[/C][C]378[/C][C]397.584974570901[/C][C]31.2979190176708[/C][C]327.117106411428[/C][C]19.5849745709013[/C][/ROW]
[ROW][C]87[/C][C]352[/C][C]354.162900152165[/C][C]27.4449000609741[/C][C]322.392199786861[/C][C]2.16290015216487[/C][/ROW]
[ROW][C]88[/C][C]312[/C][C]301.854527226849[/C][C]4.67600235024529[/C][C]317.469470422905[/C][C]-10.1454727731508[/C][/ROW]
[ROW][C]89[/C][C]310[/C][C]307.000694038709[/C][C]0.452564902341024[/C][C]312.54674105895[/C][C]-2.99930596129093[/C][/ROW]
[ROW][C]90[/C][C]292[/C][C]279.718127475333[/C][C]-3.24364100523016[/C][C]307.525513529898[/C][C]-12.2818725246674[/C][/ROW]
[ROW][C]91[/C][C]276[/C][C]277.526481632352[/C][C]-28.030767633197[/C][C]302.504286000845[/C][C]1.52648163235176[/C][/ROW]
[ROW][C]92[/C][C]269[/C][C]265.426095192001[/C][C]-25.1501097519631[/C][C]297.724014559962[/C][C]-3.57390480799938[/C][/ROW]
[ROW][C]93[/C][C]286[/C][C]285.325711909419[/C][C]-6.26945502849838[/C][C]292.94374311908[/C][C]-0.674288090581342[/C][/ROW]
[ROW][C]94[/C][C]292[/C][C]298.181810459289[/C][C]-3.26430176703221[/C][C]289.082491307743[/C][C]6.18181045928901[/C][/ROW]
[ROW][C]95[/C][C]288[/C][C]290.856096280402[/C][C]-0.0773357768091877[/C][C]285.221239496407[/C][C]2.85609628040243[/C][/ROW]
[ROW][C]96[/C][C]255[/C][C]252.203693453886[/C][C]-24.2594446230739[/C][C]282.055751169188[/C][C]-2.79630654611429[/C][/ROW]
[ROW][C]97[/C][C]304[/C][C]302.686071771836[/C][C]26.4236653861948[/C][C]278.89026284197[/C][C]-1.3139282281644[/C][/ROW]
[ROW][C]98[/C][C]299[/C][C]290.633599781964[/C][C]31.2979190176708[/C][C]276.068481200366[/C][C]-8.36640021803646[/C][/ROW]
[ROW][C]99[/C][C]293[/C][C]285.308400380264[/C][C]27.4449000609741[/C][C]273.246699558762[/C][C]-7.69159961973583[/C][/ROW]
[ROW][C]100[/C][C]275[/C][C]274.176820941592[/C][C]4.67600235024529[/C][C]271.147176708163[/C][C]-0.823179058408414[/C][/ROW]
[ROW][C]101[/C][C]272[/C][C]274.499781240094[/C][C]0.452564902341024[/C][C]269.047653857565[/C][C]2.49978124009448[/C][/ROW]
[ROW][C]102[/C][C]264[/C][C]263.059390619822[/C][C]-3.24364100523016[/C][C]268.184250385408[/C][C]-0.940609380178046[/C][/ROW]
[ROW][C]103[/C][C]234[/C][C]228.709920719945[/C][C]-28.030767633197[/C][C]267.320846913252[/C][C]-5.29007928005484[/C][/ROW]
[ROW][C]104[/C][C]231[/C][C]218.995141542205[/C][C]-25.1501097519631[/C][C]268.154968209758[/C][C]-12.0048584577947[/C][/ROW]
[ROW][C]105[/C][C]263[/C][C]263.280365522234[/C][C]-6.26945502849838[/C][C]268.989089506264[/C][C]0.28036552223449[/C][/ROW]
[ROW][C]106[/C][C]264[/C][C]259.556699251239[/C][C]-3.26430176703221[/C][C]271.707602515793[/C][C]-4.44330074876081[/C][/ROW]
[ROW][C]107[/C][C]264[/C][C]253.651220251487[/C][C]-0.0773357768091877[/C][C]274.426115525322[/C][C]-10.348779748513[/C][/ROW]
[ROW][C]108[/C][C]245[/C][C]235.207207950387[/C][C]-24.2594446230739[/C][C]279.052236672687[/C][C]-9.79279204961341[/C][/ROW]
[ROW][C]109[/C][C]297[/C][C]283.897976793753[/C][C]26.4236653861948[/C][C]283.678357820052[/C][C]-13.1020232062472[/C][/ROW]
[ROW][C]110[/C][C]317[/C][C]312.443002980782[/C][C]31.2979190176708[/C][C]290.259078001547[/C][C]-4.55699701921753[/C][/ROW]
[ROW][C]111[/C][C]318[/C][C]311.715301755985[/C][C]27.4449000609741[/C][C]296.839798183041[/C][C]-6.2846982440152[/C][/ROW]
[ROW][C]112[/C][C]315[/C][C]320.343692711929[/C][C]4.67600235024529[/C][C]304.980304937826[/C][C]5.34369271192884[/C][/ROW]
[ROW][C]113[/C][C]312[/C][C]310.426623405048[/C][C]0.452564902341024[/C][C]313.120811692611[/C][C]-1.57337659495164[/C][/ROW]
[ROW][C]114[/C][C]310[/C][C]300.888610357863[/C][C]-3.24364100523016[/C][C]322.355030647367[/C][C]-9.11138964213688[/C][/ROW]
[ROW][C]115[/C][C]306[/C][C]308.441518031074[/C][C]-28.030767633197[/C][C]331.589249602123[/C][C]2.44151803107354[/C][/ROW]
[ROW][C]116[/C][C]313[/C][C]310.416618571051[/C][C]-25.1501097519631[/C][C]340.733491180912[/C][C]-2.58338142894894[/C][/ROW]
[ROW][C]117[/C][C]350[/C][C]356.391722268798[/C][C]-6.26945502849838[/C][C]349.877732759701[/C][C]6.39172226879776[/C][/ROW]
[ROW][C]118[/C][C]354[/C][C]353.521072899121[/C][C]-3.26430176703221[/C][C]357.743228867911[/C][C]-0.478927100878593[/C][/ROW]
[ROW][C]119[/C][C]371[/C][C]376.468610800688[/C][C]-0.0773357768091877[/C][C]365.608724976121[/C][C]5.46861080068823[/C][/ROW]
[ROW][C]120[/C][C]357[/C][C]366.59329110528[/C][C]-24.2594446230739[/C][C]371.666153517794[/C][C]9.59329110527977[/C][/ROW]
[ROW][C]121[/C][C]419[/C][C]433.852752554338[/C][C]26.4236653861948[/C][C]377.723582059467[/C][C]14.8527525543379[/C][/ROW]
[ROW][C]122[/C][C]425[/C][C]437.009843201092[/C][C]31.2979190176708[/C][C]381.692237781237[/C][C]12.0098432010923[/C][/ROW]
[ROW][C]123[/C][C]424[/C][C]434.894206436019[/C][C]27.4449000609741[/C][C]385.660893503007[/C][C]10.8942064360194[/C][/ROW]
[ROW][C]124[/C][C]399[/C][C]407.126461745117[/C][C]4.67600235024529[/C][C]386.197535904637[/C][C]8.12646174511747[/C][/ROW]
[ROW][C]125[/C][C]393[/C][C]398.813256791391[/C][C]0.452564902341024[/C][C]386.734178306268[/C][C]5.81325679139115[/C][/ROW]
[ROW][C]126[/C][C]378[/C][C]372.354470058853[/C][C]-3.24364100523016[/C][C]386.889170946377[/C][C]-5.64552994114678[/C][/ROW]
[ROW][C]127[/C][C]371[/C][C]382.986604046711[/C][C]-28.030767633197[/C][C]387.044163586486[/C][C]11.986604046711[/C][/ROW]
[ROW][C]128[/C][C]364[/C][C]366.199063706569[/C][C]-25.1501097519631[/C][C]386.951046045394[/C][C]2.19906370656878[/C][/ROW]
[ROW][C]129[/C][C]384[/C][C]387.411526524196[/C][C]-6.26945502849838[/C][C]386.857928504303[/C][C]3.41152652419578[/C][/ROW]
[ROW][C]130[/C][C]377[/C][C]370.756927114394[/C][C]-3.26430176703221[/C][C]386.507374652638[/C][C]-6.24307288560584[/C][/ROW]
[ROW][C]131[/C][C]383[/C][C]379.920514975836[/C][C]-0.0773357768091877[/C][C]386.156820800973[/C][C]-3.07948502416428[/C][/ROW]
[ROW][C]132[/C][C]352[/C][C]342.645037288947[/C][C]-24.2594446230739[/C][C]385.614407334126[/C][C]-9.35496271105256[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=149807&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=149807&T=2

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

 Seasonal Decomposition by Loess - Time Series Components t Observed Fitted Seasonal Trend Remainder 1 274 258.825969297934 26.4236653861948 262.750365315871 -15.174030702066 2 291 291.074065711283 31.2979190176708 259.628015271047 0.0740657112825716 3 280 276.049434712804 27.4449000609741 256.505665226222 -3.9505652871961 4 258 258.212634364351 4.67600235024529 253.111363285404 0.212634364350805 5 252 253.830373753073 0.452564902341024 249.717061344586 1.83037375307325 6 251 259.136401466967 -3.24364100523016 246.107239538264 8.13640146696659 7 224 233.533349901256 -28.030767633197 242.497417731941 9.5333499012556 8 225 236.391724668407 -25.1501097519631 238.758385083556 11.3917246684067 9 234 239.250102593327 -6.26945502849838 235.019352435172 5.25010259332686 10 233 238.808370173524 -3.26430176703221 230.455931593509 5.80837017352368 11 229 232.184825024964 -0.0773357768091877 225.892510751846 3.18482502496363 12 208 218.819406060445 -24.2594446230739 221.440038562629 10.8194060604446 13 224 204.588768240392 26.4236653861948 216.987566373413 -19.4112317596078 14 226 207.046092187521 31.2979190176708 213.655988794808 -18.9539078124792 15 223 208.230688722822 27.4449000609741 210.324411216204 -14.769311277178 16 205 196.699714448582 4.67600235024529 208.624283201172 -8.30028555141757 17 201 194.623279911518 0.452564902341024 206.924155186141 -6.37672008848168 18 202 199.297444563401 -3.24364100523016 207.946196441829 -2.70255543659889 19 183 185.06252993568 -28.030767633197 208.968237697517 2.06252993567958 20 188 189.345534155014 -25.1501097519631 211.804575596949 1.34553415501392 21 200 191.628541532117 -6.26945502849838 214.640913496381 -8.3714584678826 22 206 197.389114317507 -3.26430176703221 217.875187449526 -8.61088568249343 23 211 200.967874374139 -0.0773357768091877 221.10946140267 -10.0321256258611 24 201 201.30198112077 -24.2594446230739 224.957463502304 0.301981120769597 25 299 342.770869011867 26.4236653861948 228.805465601938 43.7708690118669 26 244 223.032878673122 31.2979190176708 233.669202309207 -20.9671213268776 27 251 236.022160922551 27.4449000609741 238.532939016475 -14.9778390774493 28 241 233.353851955543 4.67600235024529 243.970145694212 -7.64614804445725 29 244 238.14008272571 0.452564902341024 249.407352371949 -5.85991727428964 30 252 252.220130901067 -3.24364100523016 255.023510104163 0.220130901067392 31 234 235.39109979682 -28.030767633197 260.639667836377 1.39109979682013 32 246 250.233914402013 -25.1501097519631 266.91619534995 4.23391440201272 33 265 263.076732164974 -6.26945502849838 273.192722863524 -1.92326783502557 34 277 277.185614884768 -3.26430176703221 280.078686882264 0.185614884768427 35 287 287.112684875805 -0.0773357768091877 286.964650901004 0.112684875805485 36 275 280.380009963114 -24.2594446230739 293.87943465996 5.38000996311411 37 320 312.782116194889 26.4236653861948 300.794218418916 -7.21788380511066 38 338 336.6629188195 31.2979190176708 308.039162162829 -1.33708118049992 39 342 341.270994032284 27.4449000609741 315.284105906742 -0.729005967716489 40 322 316.628701218287 4.67600235024529 322.695296431467 -5.37129878171265 41 323 315.440948141467 0.452564902341024 330.106486956192 -7.55905185853334 42 343 351.69690644127 -3.24364100523016 337.54673456396 8.69690644126996 43 315 313.043785461469 -28.030767633197 344.986982171728 -1.95621453853107 44 334 340.251178329765 -25.1501097519631 352.898931422198 6.2511783297648 45 359 363.45857435583 -6.26945502849838 360.810880672669 4.45857435582985 46 362 358.237759334306 -3.26430176703221 369.026542432726 -3.76224066569392 47 378 378.835131584025 -0.0773357768091877 377.242204192784 0.835131584025419 48 345 329.573236907489 -24.2594446230739 384.686207715585 -15.4267630925113 49 422 425.446123375419 26.4236653861948 392.130211238387 3.44612337541861 50 430 430.640054905224 31.2979190176708 398.062026077105 0.640054905223906 51 443 454.561259023202 27.4449000609741 403.993840915824 11.561259023202 52 431 448.605803426908 4.67600235024529 408.718194222847 17.6058034269078 53 425 436.104887567789 0.452564902341024 413.44254752987 11.1048875677891 54 432 449.872466923501 -3.24364100523016 417.371174081729 17.8724669235008 55 387 380.730966999608 -28.030767633197 421.299800633589 -6.26903300039191 56 396 392.480656576576 -25.1501097519631 424.669453175387 -3.51934342342429 57 411 400.230349311313 -6.26945502849838 428.039105717186 -10.7696506886875 58 421 414.31078730989 -3.26430176703221 430.953514457142 -6.68921269010985 59 424 414.209412579711 -0.0773357768091877 433.867923197098 -9.79058742028917 60 410 407.961424857112 -24.2594446230739 436.298019765962 -2.03857514288848 61 464 462.848218278979 26.4236653861948 438.728116334826 -1.15178172102111 62 486 500.221987712594 31.2979190176708 440.480093269735 14.2219877125943 63 490 510.323029734382 27.4449000609741 442.232070204644 20.3230297343824 64 459 470.662505464168 4.67600235024529 442.661492185587 11.6625054641681 65 454 464.456520931129 0.452564902341024 443.09091416653 10.4565209311294 66 446 453.905909070272 -3.24364100523016 441.337731934958 7.90590907027206 67 406 400.44621792981 -28.030767633197 439.584549703387 -5.55378207018958 68 412 413.725304411208 -25.1501097519631 435.424805340755 1.72530441120836 69 428 431.004394050375 -6.26945502849838 431.265060978123 3.00439405037548 70 429 436.04677737402 -3.26430176703221 425.217524393013 7.04677737401954 71 425 430.907347968907 -0.0773357768091877 419.169987807902 5.90734796890678 72 396 404.263131901301 -24.2594446230739 411.996312721773 8.26313190130094 73 429 426.753696978162 26.4236653861948 404.822637635643 -2.24630302183817 74 439 449.548449532047 31.2979190176708 397.153631450282 10.5484495320469 75 424 431.070474674105 27.4449000609741 389.484625264921 7.07047467410462 76 379 371.177422849211 4.67600235024529 382.146574800543 -7.82257715078867 77 370 364.738910761494 0.452564902341024 374.808524336165 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par1 <- as.numeric(par1) #seasonal periodif (par2 != 'periodic') par2 <- as.numeric(par2) #s.windowpar3 <- as.numeric(par3) #s.degreeif (par4 == '') par4 <- NULL else par4 <- as.numeric(par4)#t.windowpar5 <- as.numeric(par5)#t.degreeif (par6 != '') par6 <- as.numeric(par6)#l.windowpar7 <- as.numeric(par7)#l.degreeif (par8 == 'FALSE') par8 <- FALSE else par9 <- TRUE #robustnx <- 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$time.seriesm$winm$degm$jumpm$innerm$outerbitmap(file='test1.png')plot(m,main=main)dev.off()mylagmax <- nx/2bitmap(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')