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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_decompose.wasp
Title produced by softwareClassical Decomposition
Date of computationWed, 05 Dec 2012 10:29:31 -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/2012/Dec/05/t13547214024nwvbsnokbochl6.htm/, Retrieved Mon, 29 Apr 2024 11:53:28 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=196870, Retrieved Mon, 29 Apr 2024 11:53:28 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact97

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Classical Decomposition] [WS 8 - Classical ...] [2012-11-22 12:09:28] [b952eaabb01bdc8fc50f908b86502128]
- R  D    [Classical Decomposition] [Paper stat - wiss...] [2012-12-05 15:29:31] [3353489d44052879174bf0d9e8b7362f] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
1,0137
0,9834
0,9643
0,9470
0,9060
0,9492
0,9397
0,9041
0,8721
0,8552
0,8564
0,8973
0,9383
0,9217
0,9095
0,8920
0,8742
0,8532
0,8607
0,9005
0,9111
0,9059
0,8883
0,8924
0,8833
0,8700
0,8758
0,8858
0,9170
0,9554
0,9922
0,9778
0,9808
0,9811
1,0014
1,0183
1,0622
1,0773
1,0807
1,0848
1,1582
1,1663
1,1372
1,1139
1,1222
1,1692
1,1702
1,2286
1,2613
1,2646
1,2262
1,1985
1,2007
1,2138
1,2266
1,2176
1,2218
1,2490
1,2991
1,3408
1,3119
1,3014
1,3201
1,2938
1,2694
1,2165
1,2037
1,2292
1,2256
1,2015
1,1786
1,1856
1,2103
1,1938
1,2020
1,2271
1,2770
1,2650
1,2684
1,2811
1,2727
1,2611
1,2881
1,3213
1,2999
1,3074
1,3242
1,3516
1,3511
1,3419
1,3716
1,3622
1,3896
1,4227
1,4684
1,4570
1,4718
1,4748
1,5527
1,5750
1,5557
1,5553
1,5770
1,4975
1,4369
1,3322
1,2732
1,3449
1,3239
1,2785
1,3050
1,3190
1,3650
1,4016
1,4088
1,4268
1,4562
1,4816
1,4914
1,4614
1,4272
1,3686
1,3569
1,3406
1,2565
1,2208
1,2770
1,2894
1,3067
1,3898
1,3661
1,3220
1,3360
1,3649
1,3999
1,4442
1,4349
1,4388
1,4264
1,4343
1,3770
1,3706
1,3556
1,3179
1,2905
1,3224
1,3201
1,3162
1,2789
1,2526
1,2288
1,2400
1,2856
1,2974
1,2828

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time4 seconds
R Server'Gwilym Jenkins' @ jenkins.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 & 4 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=196870&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]4 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=196870&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=196870&T=0

As an alternative you can also use a QR Code:  
QR Code


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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time4 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net






Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
11.0137NANA0.00365601851851852NA
20.9834NANA-0.00444745370370371NA
30.9643NANA0.0035921296296296NA
40.947NANA0.00524594907407404NA
50.906NANA0.00306331018518522NA
60.9492NANA-0.00203668981481479NA
70.93970.9279896990740740.9208916666666670.007098032407407390.0117103009259261
80.90410.915564004629630.9151791666666670.000384837962962926-0.0114640046296295
90.87210.9031556712962960.910325-0.00716932870370373-0.0310556712962962
100.85520.8999966435185180.90575-0.00575335648148148-0.0447966435185185
110.85640.8952115740740740.902133333333333-0.00692175925925922-0.038811574074074
120.89730.9000966435185190.8968083333333330.00328831018518523-0.0027966435185186
130.93830.8931726851851850.8895166666666670.003656018518518520.0451273148148148
140.92170.8816275462962960.886075-0.004447453703703710.0400724537037036
150.90950.891142129629630.887550.00359212962962960.0183578703703703
160.8920.8965334490740740.89128750.00524594907407404-0.00453344907407405
170.87420.8977924768518520.8947291666666670.00306331018518522-0.023592476851852
180.85320.8938174768518520.895854166666667-0.00203668981481479-0.040617476851852
190.86070.9004563657407410.8933583333333330.00709803240740739-0.0397563657407407
200.90050.8892973379629630.88891250.0003848379629629260.011202662037037
210.91110.8781848379629630.885354166666667-0.007169328703703730.032915162037037
220.90590.8779383101851850.883691666666667-0.005753356481481480.0279616898148148
230.88830.8782949074074070.885216666666667-0.006921759259259220.0100050925925925
240.89240.8945466435185190.8912583333333330.00328831018518523-0.00214664351851857
250.88330.9046518518518520.9009958333333330.00365601851851852-0.0213518518518518
260.870.905248379629630.909695833333333-0.00444745370370371-0.0352483796296296
270.87580.9194129629629630.9158208333333330.0035921296296296-0.0436129629629628
280.88580.9271042824074070.9218583333333330.00524594907407404-0.0413042824074074
290.9170.9327674768518520.9297041666666670.00306331018518522-0.0157674768518518
300.95540.9376258101851850.9396625-0.002036689814814790.0177741898148149
310.99220.9594605324074070.95236250.007098032407407390.0327394675925927
320.97780.968839004629630.9684541666666670.0003848379629629260.00896099537037043
330.98080.9784598379629630.985629166666667-0.007169328703703730.00234016203703702
340.98110.9967049768518521.00245833333333-0.00575335648148148-0.015604976851852
351.00141.013878240740741.0208-0.00692175925925922-0.0124782407407407
361.01831.042925810185191.03963750.00328831018518523-0.0246258101851853
371.06221.058122685185191.054466666666670.003656018518518520.00407731481481477
381.07731.061731712962961.06617916666667-0.004447453703703710.0155682870370371
391.08071.08133379629631.077741666666670.0035921296296296-0.000633796296296119
401.08481.096716782407411.091470833333330.00524594907407404-0.0119167824074071
411.15821.109404976851851.106341666666670.003063310185185220.0487950231481482
421.16631.120100810185191.1221375-0.002036689814814790.0461991898148146
431.13721.146293865740741.139195833333330.00709803240740739-0.00909386574074067
441.11391.15568067129631.155295833333330.000384837962962926-0.0417806712962963
451.12221.16199317129631.1691625-0.00716932870370373-0.039793171296296
461.16921.174209143518521.1799625-0.00575335648148148-0.00500914351851822
471.17021.179549074074071.18647083333333-0.00692175925925922-0.00934907407407404
481.22861.193509143518521.190220833333330.003288310185185230.0350908564814811
491.26131.199581018518521.1959250.003656018518518520.0617189814814816
501.26461.199523379629631.20397083333333-0.004447453703703710.0650766203703705
511.22621.21603379629631.212441666666670.00359212962962960.010166203703704
521.19851.225162615740741.219916666666670.00524594907407404-0.0266626157407406
531.20071.231675810185181.22861250.00306331018518522-0.0309758101851847
541.21381.236621643518521.23865833333333-0.00203668981481479-0.0228216435185185
551.22661.252539699074071.245441666666670.00709803240740739-0.0259396990740741
561.21761.24946817129631.249083333333330.000384837962962926-0.031868171296296
571.22181.247359837962961.25452916666667-0.00716932870370373-0.0255598379629629
581.2491.256659143518521.2624125-0.00575335648148148-0.00765914351851849
591.29911.262324074074071.26924583333333-0.006921759259259220.0367759259259259
601.34081.275509143518521.272220833333330.003288310185185230.0652908564814816
611.31191.275035185185191.271379166666670.003656018518518520.036864814814815
621.30141.266460879629631.27090833333333-0.004447453703703710.0349391203703706
631.32011.275142129629631.271550.00359212962962960.0449578703703706
641.29381.274975115740741.269729166666670.005245949074074040.0188248842592593
651.26941.265792476851851.262729166666670.003063310185185220.00360752314814849
661.21651.249204976851851.25124166666667-0.00203668981481479-0.0327049768518519
671.20371.247639699074071.240541666666670.00709803240740739-0.0439396990740741
681.22921.232209837962961.2318250.000384837962962926-0.00300983796296284
691.22561.215251504629631.22242083333333-0.007169328703703730.0103484953703705
701.20151.208967476851851.21472083333333-0.00575335648148148-0.00746747685185167
711.17861.205336574074071.21225833333333-0.00692175925925922-0.0267365740740737
721.18561.217884143518521.214595833333330.00328831018518523-0.0322841435185184
731.21031.222968518518521.21931250.00365601851851852-0.0126685185185187
741.19381.219723379629631.22417083333333-0.00444745370370371-0.0259233796296294
751.2021.231887962962961.228295833333330.0035921296296296-0.0298879629629627
761.22711.237987615740741.232741666666670.00524594907407404-0.0108876157407403
771.2771.242850810185181.23978750.003063310185185220.034149189814815
781.2651.247967476851851.25000416666667-0.002036689814814790.0170325231481483
791.26841.266489699074071.259391666666670.007098032407407390.00191030092592581
801.28111.26824317129631.267858333333330.0003848379629629260.0128568287037036
811.27271.270514004629631.27768333333333-0.007169328703703730.00218599537037067
821.26111.282209143518521.2879625-0.00575335648148148-0.0211091435185182
831.28811.289315740740741.2962375-0.00692175925925922-0.00121574074074071
841.32131.305817476851851.302529166666670.003288310185185230.0154825231481481
851.29991.313689351851851.310033333333330.00365601851851852-0.0137893518518519
861.30741.31326504629631.3177125-0.00444745370370371-0.00586504629629614
871.32421.329554629629631.32596250.0035921296296296-0.0053546296296294
881.35161.342812615740741.337566666666670.005245949074074040.00878738425925962
891.35111.354875810185181.35181250.00306331018518522-0.0037758101851848
901.34191.362942476851851.36497916666667-0.00203668981481479-0.0210424768518516
911.37161.384893865740741.377795833333330.00709803240740739-0.0132938657407404
921.36221.39231817129631.391933333333330.000384837962962926-0.0301181712962963
931.38961.401259837962961.40842916666667-0.00716932870370373-0.0116598379629631
941.42271.421504976851851.42725833333333-0.005753356481481480.00119502314814834
951.46841.438169907407411.44509166666667-0.006921759259259220.0302300925925922
961.4571.465796643518521.462508333333330.00328831018518523-0.0087966435185185
971.47181.483614351851851.479958333333330.00365601851851852-0.0118143518518519
981.47481.489706712962961.49415416666667-0.00444745370370371-0.0149067129629628
991.55271.505354629629631.50176250.00359212962962960.0473453703703703
1001.5751.505208449074071.49996250.005245949074074040.0697915509259259
1011.55571.491121643518521.488058333333330.003063310185185220.0645783564814817
1021.55531.473217476851851.47525416666667-0.002036689814814790.0820825231481481
1031.5771.471518865740741.464420833333330.007098032407407390.105481134259259
1041.49751.450464004629631.450079166666670.0003848379629629260.0470359953703705
1051.43691.424409837962961.43157916666667-0.007169328703703730.0124901620370372
1061.33221.404838310185191.41059166666667-0.00575335648148148-0.0726383101851851
1071.27321.385057407407411.39197916666667-0.00692175925925922-0.111857407407407
1081.34491.380917476851851.377629166666670.00328831018518523-0.0360174768518517
1091.32391.367872685185191.364216666666670.00365601851851852-0.0439726851851852
1101.27851.34981504629631.3542625-0.00444745370370371-0.0713150462962964
1111.3051.355712962962961.352120833333330.0035921296296296-0.050712962962963
1121.3191.364395949074071.359150.00524594907407404-0.0453959490740738
1131.3651.377529976851851.374466666666670.00306331018518522-0.0125299768518519
1141.40161.386375810185191.3884125-0.002036689814814790.0152241898148149
1151.40881.404668865740741.397570833333330.007098032407407390.00413113425925937
1161.42681.406014004629631.405629166666670.0003848379629629260.0207859953703706
1171.45621.404376504629631.41154583333333-0.007169328703703730.0518234953703705
1181.48161.408854976851851.41460833333333-0.005753356481481480.0727450231481486
1191.49141.404065740740741.4109875-0.006921759259259220.0873342592592594
1201.46141.402221643518521.398933333333330.003288310185185230.0591783564814816
1211.42721.389564351851851.385908333333330.003656018518518520.0376356481481481
1221.36861.370244212962961.37469166666667-0.00444745370370371-0.0016442129629628
1231.35691.366329629629631.36273750.0035921296296296-0.00942962962962945
1241.34061.357929282407411.352683333333330.00524594907407404-0.0173292824074074
1251.25651.346700810185191.34363750.00306331018518522-0.0902008101851852
1261.22081.330571643518521.33260833333333-0.00203668981481479-0.109771643518518
1271.2771.330098032407411.3230.00709803240740739-0.0530980324074073
1281.28941.31943067129631.319045833333330.000384837962962926-0.0300306712962963
1291.30671.313514004629631.32068333333333-0.00716932870370373-0.00681400462962944
1301.38981.321038310185191.32679166666667-0.005753356481481480.0687616898148149
1311.36611.331619907407411.33854166666667-0.006921759259259220.034480092592593
1321.3221.358346643518521.355058333333330.00328831018518523-0.0363466435185182
1331.3361.374022685185191.370366666666670.00365601851851852-0.038022685185185
1341.36491.378181712962961.38262916666667-0.00444745370370371-0.0132817129629625
1351.39991.395187962962961.391595833333330.00359212962962960.00471203703703726
1361.44421.398970949074071.3937250.005245949074074040.0452290509259261
1371.43491.395550810185191.39248750.003063310185185220.0393491898148151
1381.43881.389842476851851.39187916666667-0.002036689814814790.0489575231481483
1391.42641.396910532407411.38981250.007098032407407390.0294894675925923
1401.43431.38653067129631.386145833333330.0003848379629629260.0477693287037035
1411.3771.37388067129631.38105-0.007169328703703730.00311932870370391
1421.37061.366638310185181.37239166666667-0.005753356481481480.00396168981481515
1431.35561.353636574074071.36055833333333-0.006921759259259220.0019634259259258
1441.31791.349588310185181.34630.00328831018518523-0.0316883101851848
1451.29051.333964351851851.330308333333330.00365601851851852-0.0434643518518516
1461.32241.309531712962961.31397916666667-0.004447453703703710.0128682870370376
1471.32011.305667129629631.3020750.00359212962962960.0144328703703707
1481.31621.300462615740741.295216666666670.005245949074074040.0157373842592594
1491.27891.292196643518521.289133333333330.00306331018518522-0.0132966435185184
1501.2526NANA-0.00203668981481479NA
1511.2288NANA0.00709803240740739NA
1521.24NANA0.000384837962962926NA
1531.2856NANA-0.00716932870370373NA
1541.2974NANA-0.00575335648148148NA
1551.2828NANA-0.00692175925925922NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 1.0137 & NA & NA & 0.00365601851851852 & NA \tabularnewline
2 & 0.9834 & NA & NA & -0.00444745370370371 & NA \tabularnewline
3 & 0.9643 & NA & NA & 0.0035921296296296 & NA \tabularnewline
4 & 0.947 & NA & NA & 0.00524594907407404 & NA \tabularnewline
5 & 0.906 & NA & NA & 0.00306331018518522 & NA \tabularnewline
6 & 0.9492 & NA & NA & -0.00203668981481479 & NA \tabularnewline
7 & 0.9397 & 0.927989699074074 & 0.920891666666667 & 0.00709803240740739 & 0.0117103009259261 \tabularnewline
8 & 0.9041 & 0.91556400462963 & 0.915179166666667 & 0.000384837962962926 & -0.0114640046296295 \tabularnewline
9 & 0.8721 & 0.903155671296296 & 0.910325 & -0.00716932870370373 & -0.0310556712962962 \tabularnewline
10 & 0.8552 & 0.899996643518518 & 0.90575 & -0.00575335648148148 & -0.0447966435185185 \tabularnewline
11 & 0.8564 & 0.895211574074074 & 0.902133333333333 & -0.00692175925925922 & -0.038811574074074 \tabularnewline
12 & 0.8973 & 0.900096643518519 & 0.896808333333333 & 0.00328831018518523 & -0.0027966435185186 \tabularnewline
13 & 0.9383 & 0.893172685185185 & 0.889516666666667 & 0.00365601851851852 & 0.0451273148148148 \tabularnewline
14 & 0.9217 & 0.881627546296296 & 0.886075 & -0.00444745370370371 & 0.0400724537037036 \tabularnewline
15 & 0.9095 & 0.89114212962963 & 0.88755 & 0.0035921296296296 & 0.0183578703703703 \tabularnewline
16 & 0.892 & 0.896533449074074 & 0.8912875 & 0.00524594907407404 & -0.00453344907407405 \tabularnewline
17 & 0.8742 & 0.897792476851852 & 0.894729166666667 & 0.00306331018518522 & -0.023592476851852 \tabularnewline
18 & 0.8532 & 0.893817476851852 & 0.895854166666667 & -0.00203668981481479 & -0.040617476851852 \tabularnewline
19 & 0.8607 & 0.900456365740741 & 0.893358333333333 & 0.00709803240740739 & -0.0397563657407407 \tabularnewline
20 & 0.9005 & 0.889297337962963 & 0.8889125 & 0.000384837962962926 & 0.011202662037037 \tabularnewline
21 & 0.9111 & 0.878184837962963 & 0.885354166666667 & -0.00716932870370373 & 0.032915162037037 \tabularnewline
22 & 0.9059 & 0.877938310185185 & 0.883691666666667 & -0.00575335648148148 & 0.0279616898148148 \tabularnewline
23 & 0.8883 & 0.878294907407407 & 0.885216666666667 & -0.00692175925925922 & 0.0100050925925925 \tabularnewline
24 & 0.8924 & 0.894546643518519 & 0.891258333333333 & 0.00328831018518523 & -0.00214664351851857 \tabularnewline
25 & 0.8833 & 0.904651851851852 & 0.900995833333333 & 0.00365601851851852 & -0.0213518518518518 \tabularnewline
26 & 0.87 & 0.90524837962963 & 0.909695833333333 & -0.00444745370370371 & -0.0352483796296296 \tabularnewline
27 & 0.8758 & 0.919412962962963 & 0.915820833333333 & 0.0035921296296296 & -0.0436129629629628 \tabularnewline
28 & 0.8858 & 0.927104282407407 & 0.921858333333333 & 0.00524594907407404 & -0.0413042824074074 \tabularnewline
29 & 0.917 & 0.932767476851852 & 0.929704166666667 & 0.00306331018518522 & -0.0157674768518518 \tabularnewline
30 & 0.9554 & 0.937625810185185 & 0.9396625 & -0.00203668981481479 & 0.0177741898148149 \tabularnewline
31 & 0.9922 & 0.959460532407407 & 0.9523625 & 0.00709803240740739 & 0.0327394675925927 \tabularnewline
32 & 0.9778 & 0.96883900462963 & 0.968454166666667 & 0.000384837962962926 & 0.00896099537037043 \tabularnewline
33 & 0.9808 & 0.978459837962963 & 0.985629166666667 & -0.00716932870370373 & 0.00234016203703702 \tabularnewline
34 & 0.9811 & 0.996704976851852 & 1.00245833333333 & -0.00575335648148148 & -0.015604976851852 \tabularnewline
35 & 1.0014 & 1.01387824074074 & 1.0208 & -0.00692175925925922 & -0.0124782407407407 \tabularnewline
36 & 1.0183 & 1.04292581018519 & 1.0396375 & 0.00328831018518523 & -0.0246258101851853 \tabularnewline
37 & 1.0622 & 1.05812268518519 & 1.05446666666667 & 0.00365601851851852 & 0.00407731481481477 \tabularnewline
38 & 1.0773 & 1.06173171296296 & 1.06617916666667 & -0.00444745370370371 & 0.0155682870370371 \tabularnewline
39 & 1.0807 & 1.0813337962963 & 1.07774166666667 & 0.0035921296296296 & -0.000633796296296119 \tabularnewline
40 & 1.0848 & 1.09671678240741 & 1.09147083333333 & 0.00524594907407404 & -0.0119167824074071 \tabularnewline
41 & 1.1582 & 1.10940497685185 & 1.10634166666667 & 0.00306331018518522 & 0.0487950231481482 \tabularnewline
42 & 1.1663 & 1.12010081018519 & 1.1221375 & -0.00203668981481479 & 0.0461991898148146 \tabularnewline
43 & 1.1372 & 1.14629386574074 & 1.13919583333333 & 0.00709803240740739 & -0.00909386574074067 \tabularnewline
44 & 1.1139 & 1.1556806712963 & 1.15529583333333 & 0.000384837962962926 & -0.0417806712962963 \tabularnewline
45 & 1.1222 & 1.1619931712963 & 1.1691625 & -0.00716932870370373 & -0.039793171296296 \tabularnewline
46 & 1.1692 & 1.17420914351852 & 1.1799625 & -0.00575335648148148 & -0.00500914351851822 \tabularnewline
47 & 1.1702 & 1.17954907407407 & 1.18647083333333 & -0.00692175925925922 & -0.00934907407407404 \tabularnewline
48 & 1.2286 & 1.19350914351852 & 1.19022083333333 & 0.00328831018518523 & 0.0350908564814811 \tabularnewline
49 & 1.2613 & 1.19958101851852 & 1.195925 & 0.00365601851851852 & 0.0617189814814816 \tabularnewline
50 & 1.2646 & 1.19952337962963 & 1.20397083333333 & -0.00444745370370371 & 0.0650766203703705 \tabularnewline
51 & 1.2262 & 1.2160337962963 & 1.21244166666667 & 0.0035921296296296 & 0.010166203703704 \tabularnewline
52 & 1.1985 & 1.22516261574074 & 1.21991666666667 & 0.00524594907407404 & -0.0266626157407406 \tabularnewline
53 & 1.2007 & 1.23167581018518 & 1.2286125 & 0.00306331018518522 & -0.0309758101851847 \tabularnewline
54 & 1.2138 & 1.23662164351852 & 1.23865833333333 & -0.00203668981481479 & -0.0228216435185185 \tabularnewline
55 & 1.2266 & 1.25253969907407 & 1.24544166666667 & 0.00709803240740739 & -0.0259396990740741 \tabularnewline
56 & 1.2176 & 1.2494681712963 & 1.24908333333333 & 0.000384837962962926 & -0.031868171296296 \tabularnewline
57 & 1.2218 & 1.24735983796296 & 1.25452916666667 & -0.00716932870370373 & -0.0255598379629629 \tabularnewline
58 & 1.249 & 1.25665914351852 & 1.2624125 & -0.00575335648148148 & -0.00765914351851849 \tabularnewline
59 & 1.2991 & 1.26232407407407 & 1.26924583333333 & -0.00692175925925922 & 0.0367759259259259 \tabularnewline
60 & 1.3408 & 1.27550914351852 & 1.27222083333333 & 0.00328831018518523 & 0.0652908564814816 \tabularnewline
61 & 1.3119 & 1.27503518518519 & 1.27137916666667 & 0.00365601851851852 & 0.036864814814815 \tabularnewline
62 & 1.3014 & 1.26646087962963 & 1.27090833333333 & -0.00444745370370371 & 0.0349391203703706 \tabularnewline
63 & 1.3201 & 1.27514212962963 & 1.27155 & 0.0035921296296296 & 0.0449578703703706 \tabularnewline
64 & 1.2938 & 1.27497511574074 & 1.26972916666667 & 0.00524594907407404 & 0.0188248842592593 \tabularnewline
65 & 1.2694 & 1.26579247685185 & 1.26272916666667 & 0.00306331018518522 & 0.00360752314814849 \tabularnewline
66 & 1.2165 & 1.24920497685185 & 1.25124166666667 & -0.00203668981481479 & -0.0327049768518519 \tabularnewline
67 & 1.2037 & 1.24763969907407 & 1.24054166666667 & 0.00709803240740739 & -0.0439396990740741 \tabularnewline
68 & 1.2292 & 1.23220983796296 & 1.231825 & 0.000384837962962926 & -0.00300983796296284 \tabularnewline
69 & 1.2256 & 1.21525150462963 & 1.22242083333333 & -0.00716932870370373 & 0.0103484953703705 \tabularnewline
70 & 1.2015 & 1.20896747685185 & 1.21472083333333 & -0.00575335648148148 & -0.00746747685185167 \tabularnewline
71 & 1.1786 & 1.20533657407407 & 1.21225833333333 & -0.00692175925925922 & -0.0267365740740737 \tabularnewline
72 & 1.1856 & 1.21788414351852 & 1.21459583333333 & 0.00328831018518523 & -0.0322841435185184 \tabularnewline
73 & 1.2103 & 1.22296851851852 & 1.2193125 & 0.00365601851851852 & -0.0126685185185187 \tabularnewline
74 & 1.1938 & 1.21972337962963 & 1.22417083333333 & -0.00444745370370371 & -0.0259233796296294 \tabularnewline
75 & 1.202 & 1.23188796296296 & 1.22829583333333 & 0.0035921296296296 & -0.0298879629629627 \tabularnewline
76 & 1.2271 & 1.23798761574074 & 1.23274166666667 & 0.00524594907407404 & -0.0108876157407403 \tabularnewline
77 & 1.277 & 1.24285081018518 & 1.2397875 & 0.00306331018518522 & 0.034149189814815 \tabularnewline
78 & 1.265 & 1.24796747685185 & 1.25000416666667 & -0.00203668981481479 & 0.0170325231481483 \tabularnewline
79 & 1.2684 & 1.26648969907407 & 1.25939166666667 & 0.00709803240740739 & 0.00191030092592581 \tabularnewline
80 & 1.2811 & 1.2682431712963 & 1.26785833333333 & 0.000384837962962926 & 0.0128568287037036 \tabularnewline
81 & 1.2727 & 1.27051400462963 & 1.27768333333333 & -0.00716932870370373 & 0.00218599537037067 \tabularnewline
82 & 1.2611 & 1.28220914351852 & 1.2879625 & -0.00575335648148148 & -0.0211091435185182 \tabularnewline
83 & 1.2881 & 1.28931574074074 & 1.2962375 & -0.00692175925925922 & -0.00121574074074071 \tabularnewline
84 & 1.3213 & 1.30581747685185 & 1.30252916666667 & 0.00328831018518523 & 0.0154825231481481 \tabularnewline
85 & 1.2999 & 1.31368935185185 & 1.31003333333333 & 0.00365601851851852 & -0.0137893518518519 \tabularnewline
86 & 1.3074 & 1.3132650462963 & 1.3177125 & -0.00444745370370371 & -0.00586504629629614 \tabularnewline
87 & 1.3242 & 1.32955462962963 & 1.3259625 & 0.0035921296296296 & -0.0053546296296294 \tabularnewline
88 & 1.3516 & 1.34281261574074 & 1.33756666666667 & 0.00524594907407404 & 0.00878738425925962 \tabularnewline
89 & 1.3511 & 1.35487581018518 & 1.3518125 & 0.00306331018518522 & -0.0037758101851848 \tabularnewline
90 & 1.3419 & 1.36294247685185 & 1.36497916666667 & -0.00203668981481479 & -0.0210424768518516 \tabularnewline
91 & 1.3716 & 1.38489386574074 & 1.37779583333333 & 0.00709803240740739 & -0.0132938657407404 \tabularnewline
92 & 1.3622 & 1.3923181712963 & 1.39193333333333 & 0.000384837962962926 & -0.0301181712962963 \tabularnewline
93 & 1.3896 & 1.40125983796296 & 1.40842916666667 & -0.00716932870370373 & -0.0116598379629631 \tabularnewline
94 & 1.4227 & 1.42150497685185 & 1.42725833333333 & -0.00575335648148148 & 0.00119502314814834 \tabularnewline
95 & 1.4684 & 1.43816990740741 & 1.44509166666667 & -0.00692175925925922 & 0.0302300925925922 \tabularnewline
96 & 1.457 & 1.46579664351852 & 1.46250833333333 & 0.00328831018518523 & -0.0087966435185185 \tabularnewline
97 & 1.4718 & 1.48361435185185 & 1.47995833333333 & 0.00365601851851852 & -0.0118143518518519 \tabularnewline
98 & 1.4748 & 1.48970671296296 & 1.49415416666667 & -0.00444745370370371 & -0.0149067129629628 \tabularnewline
99 & 1.5527 & 1.50535462962963 & 1.5017625 & 0.0035921296296296 & 0.0473453703703703 \tabularnewline
100 & 1.575 & 1.50520844907407 & 1.4999625 & 0.00524594907407404 & 0.0697915509259259 \tabularnewline
101 & 1.5557 & 1.49112164351852 & 1.48805833333333 & 0.00306331018518522 & 0.0645783564814817 \tabularnewline
102 & 1.5553 & 1.47321747685185 & 1.47525416666667 & -0.00203668981481479 & 0.0820825231481481 \tabularnewline
103 & 1.577 & 1.47151886574074 & 1.46442083333333 & 0.00709803240740739 & 0.105481134259259 \tabularnewline
104 & 1.4975 & 1.45046400462963 & 1.45007916666667 & 0.000384837962962926 & 0.0470359953703705 \tabularnewline
105 & 1.4369 & 1.42440983796296 & 1.43157916666667 & -0.00716932870370373 & 0.0124901620370372 \tabularnewline
106 & 1.3322 & 1.40483831018519 & 1.41059166666667 & -0.00575335648148148 & -0.0726383101851851 \tabularnewline
107 & 1.2732 & 1.38505740740741 & 1.39197916666667 & -0.00692175925925922 & -0.111857407407407 \tabularnewline
108 & 1.3449 & 1.38091747685185 & 1.37762916666667 & 0.00328831018518523 & -0.0360174768518517 \tabularnewline
109 & 1.3239 & 1.36787268518519 & 1.36421666666667 & 0.00365601851851852 & -0.0439726851851852 \tabularnewline
110 & 1.2785 & 1.3498150462963 & 1.3542625 & -0.00444745370370371 & -0.0713150462962964 \tabularnewline
111 & 1.305 & 1.35571296296296 & 1.35212083333333 & 0.0035921296296296 & -0.050712962962963 \tabularnewline
112 & 1.319 & 1.36439594907407 & 1.35915 & 0.00524594907407404 & -0.0453959490740738 \tabularnewline
113 & 1.365 & 1.37752997685185 & 1.37446666666667 & 0.00306331018518522 & -0.0125299768518519 \tabularnewline
114 & 1.4016 & 1.38637581018519 & 1.3884125 & -0.00203668981481479 & 0.0152241898148149 \tabularnewline
115 & 1.4088 & 1.40466886574074 & 1.39757083333333 & 0.00709803240740739 & 0.00413113425925937 \tabularnewline
116 & 1.4268 & 1.40601400462963 & 1.40562916666667 & 0.000384837962962926 & 0.0207859953703706 \tabularnewline
117 & 1.4562 & 1.40437650462963 & 1.41154583333333 & -0.00716932870370373 & 0.0518234953703705 \tabularnewline
118 & 1.4816 & 1.40885497685185 & 1.41460833333333 & -0.00575335648148148 & 0.0727450231481486 \tabularnewline
119 & 1.4914 & 1.40406574074074 & 1.4109875 & -0.00692175925925922 & 0.0873342592592594 \tabularnewline
120 & 1.4614 & 1.40222164351852 & 1.39893333333333 & 0.00328831018518523 & 0.0591783564814816 \tabularnewline
121 & 1.4272 & 1.38956435185185 & 1.38590833333333 & 0.00365601851851852 & 0.0376356481481481 \tabularnewline
122 & 1.3686 & 1.37024421296296 & 1.37469166666667 & -0.00444745370370371 & -0.0016442129629628 \tabularnewline
123 & 1.3569 & 1.36632962962963 & 1.3627375 & 0.0035921296296296 & -0.00942962962962945 \tabularnewline
124 & 1.3406 & 1.35792928240741 & 1.35268333333333 & 0.00524594907407404 & -0.0173292824074074 \tabularnewline
125 & 1.2565 & 1.34670081018519 & 1.3436375 & 0.00306331018518522 & -0.0902008101851852 \tabularnewline
126 & 1.2208 & 1.33057164351852 & 1.33260833333333 & -0.00203668981481479 & -0.109771643518518 \tabularnewline
127 & 1.277 & 1.33009803240741 & 1.323 & 0.00709803240740739 & -0.0530980324074073 \tabularnewline
128 & 1.2894 & 1.3194306712963 & 1.31904583333333 & 0.000384837962962926 & -0.0300306712962963 \tabularnewline
129 & 1.3067 & 1.31351400462963 & 1.32068333333333 & -0.00716932870370373 & -0.00681400462962944 \tabularnewline
130 & 1.3898 & 1.32103831018519 & 1.32679166666667 & -0.00575335648148148 & 0.0687616898148149 \tabularnewline
131 & 1.3661 & 1.33161990740741 & 1.33854166666667 & -0.00692175925925922 & 0.034480092592593 \tabularnewline
132 & 1.322 & 1.35834664351852 & 1.35505833333333 & 0.00328831018518523 & -0.0363466435185182 \tabularnewline
133 & 1.336 & 1.37402268518519 & 1.37036666666667 & 0.00365601851851852 & -0.038022685185185 \tabularnewline
134 & 1.3649 & 1.37818171296296 & 1.38262916666667 & -0.00444745370370371 & -0.0132817129629625 \tabularnewline
135 & 1.3999 & 1.39518796296296 & 1.39159583333333 & 0.0035921296296296 & 0.00471203703703726 \tabularnewline
136 & 1.4442 & 1.39897094907407 & 1.393725 & 0.00524594907407404 & 0.0452290509259261 \tabularnewline
137 & 1.4349 & 1.39555081018519 & 1.3924875 & 0.00306331018518522 & 0.0393491898148151 \tabularnewline
138 & 1.4388 & 1.38984247685185 & 1.39187916666667 & -0.00203668981481479 & 0.0489575231481483 \tabularnewline
139 & 1.4264 & 1.39691053240741 & 1.3898125 & 0.00709803240740739 & 0.0294894675925923 \tabularnewline
140 & 1.4343 & 1.3865306712963 & 1.38614583333333 & 0.000384837962962926 & 0.0477693287037035 \tabularnewline
141 & 1.377 & 1.3738806712963 & 1.38105 & -0.00716932870370373 & 0.00311932870370391 \tabularnewline
142 & 1.3706 & 1.36663831018518 & 1.37239166666667 & -0.00575335648148148 & 0.00396168981481515 \tabularnewline
143 & 1.3556 & 1.35363657407407 & 1.36055833333333 & -0.00692175925925922 & 0.0019634259259258 \tabularnewline
144 & 1.3179 & 1.34958831018518 & 1.3463 & 0.00328831018518523 & -0.0316883101851848 \tabularnewline
145 & 1.2905 & 1.33396435185185 & 1.33030833333333 & 0.00365601851851852 & -0.0434643518518516 \tabularnewline
146 & 1.3224 & 1.30953171296296 & 1.31397916666667 & -0.00444745370370371 & 0.0128682870370376 \tabularnewline
147 & 1.3201 & 1.30566712962963 & 1.302075 & 0.0035921296296296 & 0.0144328703703707 \tabularnewline
148 & 1.3162 & 1.30046261574074 & 1.29521666666667 & 0.00524594907407404 & 0.0157373842592594 \tabularnewline
149 & 1.2789 & 1.29219664351852 & 1.28913333333333 & 0.00306331018518522 & -0.0132966435185184 \tabularnewline
150 & 1.2526 & NA & NA & -0.00203668981481479 & NA \tabularnewline
151 & 1.2288 & NA & NA & 0.00709803240740739 & NA \tabularnewline
152 & 1.24 & NA & NA & 0.000384837962962926 & NA \tabularnewline
153 & 1.2856 & NA & NA & -0.00716932870370373 & NA \tabularnewline
154 & 1.2974 & NA & NA & -0.00575335648148148 & NA \tabularnewline
155 & 1.2828 & NA & NA & -0.00692175925925922 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=196870&T=1

[TABLE]
[ROW][C]Classical Decomposition by Moving Averages[/C][/ROW]
[ROW][C]t[/C][C]Observations[/C][C]Fit[/C][C]Trend[/C][C]Seasonal[/C][C]Random[/C][/ROW]
[ROW][C]1[/C][C]1.0137[/C][C]NA[/C][C]NA[/C][C]0.00365601851851852[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]0.9834[/C][C]NA[/C][C]NA[/C][C]-0.00444745370370371[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]0.9643[/C][C]NA[/C][C]NA[/C][C]0.0035921296296296[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]0.947[/C][C]NA[/C][C]NA[/C][C]0.00524594907407404[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]0.906[/C][C]NA[/C][C]NA[/C][C]0.00306331018518522[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]0.9492[/C][C]NA[/C][C]NA[/C][C]-0.00203668981481479[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]0.9397[/C][C]0.927989699074074[/C][C]0.920891666666667[/C][C]0.00709803240740739[/C][C]0.0117103009259261[/C][/ROW]
[ROW][C]8[/C][C]0.9041[/C][C]0.91556400462963[/C][C]0.915179166666667[/C][C]0.000384837962962926[/C][C]-0.0114640046296295[/C][/ROW]
[ROW][C]9[/C][C]0.8721[/C][C]0.903155671296296[/C][C]0.910325[/C][C]-0.00716932870370373[/C][C]-0.0310556712962962[/C][/ROW]
[ROW][C]10[/C][C]0.8552[/C][C]0.899996643518518[/C][C]0.90575[/C][C]-0.00575335648148148[/C][C]-0.0447966435185185[/C][/ROW]
[ROW][C]11[/C][C]0.8564[/C][C]0.895211574074074[/C][C]0.902133333333333[/C][C]-0.00692175925925922[/C][C]-0.038811574074074[/C][/ROW]
[ROW][C]12[/C][C]0.8973[/C][C]0.900096643518519[/C][C]0.896808333333333[/C][C]0.00328831018518523[/C][C]-0.0027966435185186[/C][/ROW]
[ROW][C]13[/C][C]0.9383[/C][C]0.893172685185185[/C][C]0.889516666666667[/C][C]0.00365601851851852[/C][C]0.0451273148148148[/C][/ROW]
[ROW][C]14[/C][C]0.9217[/C][C]0.881627546296296[/C][C]0.886075[/C][C]-0.00444745370370371[/C][C]0.0400724537037036[/C][/ROW]
[ROW][C]15[/C][C]0.9095[/C][C]0.89114212962963[/C][C]0.88755[/C][C]0.0035921296296296[/C][C]0.0183578703703703[/C][/ROW]
[ROW][C]16[/C][C]0.892[/C][C]0.896533449074074[/C][C]0.8912875[/C][C]0.00524594907407404[/C][C]-0.00453344907407405[/C][/ROW]
[ROW][C]17[/C][C]0.8742[/C][C]0.897792476851852[/C][C]0.894729166666667[/C][C]0.00306331018518522[/C][C]-0.023592476851852[/C][/ROW]
[ROW][C]18[/C][C]0.8532[/C][C]0.893817476851852[/C][C]0.895854166666667[/C][C]-0.00203668981481479[/C][C]-0.040617476851852[/C][/ROW]
[ROW][C]19[/C][C]0.8607[/C][C]0.900456365740741[/C][C]0.893358333333333[/C][C]0.00709803240740739[/C][C]-0.0397563657407407[/C][/ROW]
[ROW][C]20[/C][C]0.9005[/C][C]0.889297337962963[/C][C]0.8889125[/C][C]0.000384837962962926[/C][C]0.011202662037037[/C][/ROW]
[ROW][C]21[/C][C]0.9111[/C][C]0.878184837962963[/C][C]0.885354166666667[/C][C]-0.00716932870370373[/C][C]0.032915162037037[/C][/ROW]
[ROW][C]22[/C][C]0.9059[/C][C]0.877938310185185[/C][C]0.883691666666667[/C][C]-0.00575335648148148[/C][C]0.0279616898148148[/C][/ROW]
[ROW][C]23[/C][C]0.8883[/C][C]0.878294907407407[/C][C]0.885216666666667[/C][C]-0.00692175925925922[/C][C]0.0100050925925925[/C][/ROW]
[ROW][C]24[/C][C]0.8924[/C][C]0.894546643518519[/C][C]0.891258333333333[/C][C]0.00328831018518523[/C][C]-0.00214664351851857[/C][/ROW]
[ROW][C]25[/C][C]0.8833[/C][C]0.904651851851852[/C][C]0.900995833333333[/C][C]0.00365601851851852[/C][C]-0.0213518518518518[/C][/ROW]
[ROW][C]26[/C][C]0.87[/C][C]0.90524837962963[/C][C]0.909695833333333[/C][C]-0.00444745370370371[/C][C]-0.0352483796296296[/C][/ROW]
[ROW][C]27[/C][C]0.8758[/C][C]0.919412962962963[/C][C]0.915820833333333[/C][C]0.0035921296296296[/C][C]-0.0436129629629628[/C][/ROW]
[ROW][C]28[/C][C]0.8858[/C][C]0.927104282407407[/C][C]0.921858333333333[/C][C]0.00524594907407404[/C][C]-0.0413042824074074[/C][/ROW]
[ROW][C]29[/C][C]0.917[/C][C]0.932767476851852[/C][C]0.929704166666667[/C][C]0.00306331018518522[/C][C]-0.0157674768518518[/C][/ROW]
[ROW][C]30[/C][C]0.9554[/C][C]0.937625810185185[/C][C]0.9396625[/C][C]-0.00203668981481479[/C][C]0.0177741898148149[/C][/ROW]
[ROW][C]31[/C][C]0.9922[/C][C]0.959460532407407[/C][C]0.9523625[/C][C]0.00709803240740739[/C][C]0.0327394675925927[/C][/ROW]
[ROW][C]32[/C][C]0.9778[/C][C]0.96883900462963[/C][C]0.968454166666667[/C][C]0.000384837962962926[/C][C]0.00896099537037043[/C][/ROW]
[ROW][C]33[/C][C]0.9808[/C][C]0.978459837962963[/C][C]0.985629166666667[/C][C]-0.00716932870370373[/C][C]0.00234016203703702[/C][/ROW]
[ROW][C]34[/C][C]0.9811[/C][C]0.996704976851852[/C][C]1.00245833333333[/C][C]-0.00575335648148148[/C][C]-0.015604976851852[/C][/ROW]
[ROW][C]35[/C][C]1.0014[/C][C]1.01387824074074[/C][C]1.0208[/C][C]-0.00692175925925922[/C][C]-0.0124782407407407[/C][/ROW]
[ROW][C]36[/C][C]1.0183[/C][C]1.04292581018519[/C][C]1.0396375[/C][C]0.00328831018518523[/C][C]-0.0246258101851853[/C][/ROW]
[ROW][C]37[/C][C]1.0622[/C][C]1.05812268518519[/C][C]1.05446666666667[/C][C]0.00365601851851852[/C][C]0.00407731481481477[/C][/ROW]
[ROW][C]38[/C][C]1.0773[/C][C]1.06173171296296[/C][C]1.06617916666667[/C][C]-0.00444745370370371[/C][C]0.0155682870370371[/C][/ROW]
[ROW][C]39[/C][C]1.0807[/C][C]1.0813337962963[/C][C]1.07774166666667[/C][C]0.0035921296296296[/C][C]-0.000633796296296119[/C][/ROW]
[ROW][C]40[/C][C]1.0848[/C][C]1.09671678240741[/C][C]1.09147083333333[/C][C]0.00524594907407404[/C][C]-0.0119167824074071[/C][/ROW]
[ROW][C]41[/C][C]1.1582[/C][C]1.10940497685185[/C][C]1.10634166666667[/C][C]0.00306331018518522[/C][C]0.0487950231481482[/C][/ROW]
[ROW][C]42[/C][C]1.1663[/C][C]1.12010081018519[/C][C]1.1221375[/C][C]-0.00203668981481479[/C][C]0.0461991898148146[/C][/ROW]
[ROW][C]43[/C][C]1.1372[/C][C]1.14629386574074[/C][C]1.13919583333333[/C][C]0.00709803240740739[/C][C]-0.00909386574074067[/C][/ROW]
[ROW][C]44[/C][C]1.1139[/C][C]1.1556806712963[/C][C]1.15529583333333[/C][C]0.000384837962962926[/C][C]-0.0417806712962963[/C][/ROW]
[ROW][C]45[/C][C]1.1222[/C][C]1.1619931712963[/C][C]1.1691625[/C][C]-0.00716932870370373[/C][C]-0.039793171296296[/C][/ROW]
[ROW][C]46[/C][C]1.1692[/C][C]1.17420914351852[/C][C]1.1799625[/C][C]-0.00575335648148148[/C][C]-0.00500914351851822[/C][/ROW]
[ROW][C]47[/C][C]1.1702[/C][C]1.17954907407407[/C][C]1.18647083333333[/C][C]-0.00692175925925922[/C][C]-0.00934907407407404[/C][/ROW]
[ROW][C]48[/C][C]1.2286[/C][C]1.19350914351852[/C][C]1.19022083333333[/C][C]0.00328831018518523[/C][C]0.0350908564814811[/C][/ROW]
[ROW][C]49[/C][C]1.2613[/C][C]1.19958101851852[/C][C]1.195925[/C][C]0.00365601851851852[/C][C]0.0617189814814816[/C][/ROW]
[ROW][C]50[/C][C]1.2646[/C][C]1.19952337962963[/C][C]1.20397083333333[/C][C]-0.00444745370370371[/C][C]0.0650766203703705[/C][/ROW]
[ROW][C]51[/C][C]1.2262[/C][C]1.2160337962963[/C][C]1.21244166666667[/C][C]0.0035921296296296[/C][C]0.010166203703704[/C][/ROW]
[ROW][C]52[/C][C]1.1985[/C][C]1.22516261574074[/C][C]1.21991666666667[/C][C]0.00524594907407404[/C][C]-0.0266626157407406[/C][/ROW]
[ROW][C]53[/C][C]1.2007[/C][C]1.23167581018518[/C][C]1.2286125[/C][C]0.00306331018518522[/C][C]-0.0309758101851847[/C][/ROW]
[ROW][C]54[/C][C]1.2138[/C][C]1.23662164351852[/C][C]1.23865833333333[/C][C]-0.00203668981481479[/C][C]-0.0228216435185185[/C][/ROW]
[ROW][C]55[/C][C]1.2266[/C][C]1.25253969907407[/C][C]1.24544166666667[/C][C]0.00709803240740739[/C][C]-0.0259396990740741[/C][/ROW]
[ROW][C]56[/C][C]1.2176[/C][C]1.2494681712963[/C][C]1.24908333333333[/C][C]0.000384837962962926[/C][C]-0.031868171296296[/C][/ROW]
[ROW][C]57[/C][C]1.2218[/C][C]1.24735983796296[/C][C]1.25452916666667[/C][C]-0.00716932870370373[/C][C]-0.0255598379629629[/C][/ROW]
[ROW][C]58[/C][C]1.249[/C][C]1.25665914351852[/C][C]1.2624125[/C][C]-0.00575335648148148[/C][C]-0.00765914351851849[/C][/ROW]
[ROW][C]59[/C][C]1.2991[/C][C]1.26232407407407[/C][C]1.26924583333333[/C][C]-0.00692175925925922[/C][C]0.0367759259259259[/C][/ROW]
[ROW][C]60[/C][C]1.3408[/C][C]1.27550914351852[/C][C]1.27222083333333[/C][C]0.00328831018518523[/C][C]0.0652908564814816[/C][/ROW]
[ROW][C]61[/C][C]1.3119[/C][C]1.27503518518519[/C][C]1.27137916666667[/C][C]0.00365601851851852[/C][C]0.036864814814815[/C][/ROW]
[ROW][C]62[/C][C]1.3014[/C][C]1.26646087962963[/C][C]1.27090833333333[/C][C]-0.00444745370370371[/C][C]0.0349391203703706[/C][/ROW]
[ROW][C]63[/C][C]1.3201[/C][C]1.27514212962963[/C][C]1.27155[/C][C]0.0035921296296296[/C][C]0.0449578703703706[/C][/ROW]
[ROW][C]64[/C][C]1.2938[/C][C]1.27497511574074[/C][C]1.26972916666667[/C][C]0.00524594907407404[/C][C]0.0188248842592593[/C][/ROW]
[ROW][C]65[/C][C]1.2694[/C][C]1.26579247685185[/C][C]1.26272916666667[/C][C]0.00306331018518522[/C][C]0.00360752314814849[/C][/ROW]
[ROW][C]66[/C][C]1.2165[/C][C]1.24920497685185[/C][C]1.25124166666667[/C][C]-0.00203668981481479[/C][C]-0.0327049768518519[/C][/ROW]
[ROW][C]67[/C][C]1.2037[/C][C]1.24763969907407[/C][C]1.24054166666667[/C][C]0.00709803240740739[/C][C]-0.0439396990740741[/C][/ROW]
[ROW][C]68[/C][C]1.2292[/C][C]1.23220983796296[/C][C]1.231825[/C][C]0.000384837962962926[/C][C]-0.00300983796296284[/C][/ROW]
[ROW][C]69[/C][C]1.2256[/C][C]1.21525150462963[/C][C]1.22242083333333[/C][C]-0.00716932870370373[/C][C]0.0103484953703705[/C][/ROW]
[ROW][C]70[/C][C]1.2015[/C][C]1.20896747685185[/C][C]1.21472083333333[/C][C]-0.00575335648148148[/C][C]-0.00746747685185167[/C][/ROW]
[ROW][C]71[/C][C]1.1786[/C][C]1.20533657407407[/C][C]1.21225833333333[/C][C]-0.00692175925925922[/C][C]-0.0267365740740737[/C][/ROW]
[ROW][C]72[/C][C]1.1856[/C][C]1.21788414351852[/C][C]1.21459583333333[/C][C]0.00328831018518523[/C][C]-0.0322841435185184[/C][/ROW]
[ROW][C]73[/C][C]1.2103[/C][C]1.22296851851852[/C][C]1.2193125[/C][C]0.00365601851851852[/C][C]-0.0126685185185187[/C][/ROW]
[ROW][C]74[/C][C]1.1938[/C][C]1.21972337962963[/C][C]1.22417083333333[/C][C]-0.00444745370370371[/C][C]-0.0259233796296294[/C][/ROW]
[ROW][C]75[/C][C]1.202[/C][C]1.23188796296296[/C][C]1.22829583333333[/C][C]0.0035921296296296[/C][C]-0.0298879629629627[/C][/ROW]
[ROW][C]76[/C][C]1.2271[/C][C]1.23798761574074[/C][C]1.23274166666667[/C][C]0.00524594907407404[/C][C]-0.0108876157407403[/C][/ROW]
[ROW][C]77[/C][C]1.277[/C][C]1.24285081018518[/C][C]1.2397875[/C][C]0.00306331018518522[/C][C]0.034149189814815[/C][/ROW]
[ROW][C]78[/C][C]1.265[/C][C]1.24796747685185[/C][C]1.25000416666667[/C][C]-0.00203668981481479[/C][C]0.0170325231481483[/C][/ROW]
[ROW][C]79[/C][C]1.2684[/C][C]1.26648969907407[/C][C]1.25939166666667[/C][C]0.00709803240740739[/C][C]0.00191030092592581[/C][/ROW]
[ROW][C]80[/C][C]1.2811[/C][C]1.2682431712963[/C][C]1.26785833333333[/C][C]0.000384837962962926[/C][C]0.0128568287037036[/C][/ROW]
[ROW][C]81[/C][C]1.2727[/C][C]1.27051400462963[/C][C]1.27768333333333[/C][C]-0.00716932870370373[/C][C]0.00218599537037067[/C][/ROW]
[ROW][C]82[/C][C]1.2611[/C][C]1.28220914351852[/C][C]1.2879625[/C][C]-0.00575335648148148[/C][C]-0.0211091435185182[/C][/ROW]
[ROW][C]83[/C][C]1.2881[/C][C]1.28931574074074[/C][C]1.2962375[/C][C]-0.00692175925925922[/C][C]-0.00121574074074071[/C][/ROW]
[ROW][C]84[/C][C]1.3213[/C][C]1.30581747685185[/C][C]1.30252916666667[/C][C]0.00328831018518523[/C][C]0.0154825231481481[/C][/ROW]
[ROW][C]85[/C][C]1.2999[/C][C]1.31368935185185[/C][C]1.31003333333333[/C][C]0.00365601851851852[/C][C]-0.0137893518518519[/C][/ROW]
[ROW][C]86[/C][C]1.3074[/C][C]1.3132650462963[/C][C]1.3177125[/C][C]-0.00444745370370371[/C][C]-0.00586504629629614[/C][/ROW]
[ROW][C]87[/C][C]1.3242[/C][C]1.32955462962963[/C][C]1.3259625[/C][C]0.0035921296296296[/C][C]-0.0053546296296294[/C][/ROW]
[ROW][C]88[/C][C]1.3516[/C][C]1.34281261574074[/C][C]1.33756666666667[/C][C]0.00524594907407404[/C][C]0.00878738425925962[/C][/ROW]
[ROW][C]89[/C][C]1.3511[/C][C]1.35487581018518[/C][C]1.3518125[/C][C]0.00306331018518522[/C][C]-0.0037758101851848[/C][/ROW]
[ROW][C]90[/C][C]1.3419[/C][C]1.36294247685185[/C][C]1.36497916666667[/C][C]-0.00203668981481479[/C][C]-0.0210424768518516[/C][/ROW]
[ROW][C]91[/C][C]1.3716[/C][C]1.38489386574074[/C][C]1.37779583333333[/C][C]0.00709803240740739[/C][C]-0.0132938657407404[/C][/ROW]
[ROW][C]92[/C][C]1.3622[/C][C]1.3923181712963[/C][C]1.39193333333333[/C][C]0.000384837962962926[/C][C]-0.0301181712962963[/C][/ROW]
[ROW][C]93[/C][C]1.3896[/C][C]1.40125983796296[/C][C]1.40842916666667[/C][C]-0.00716932870370373[/C][C]-0.0116598379629631[/C][/ROW]
[ROW][C]94[/C][C]1.4227[/C][C]1.42150497685185[/C][C]1.42725833333333[/C][C]-0.00575335648148148[/C][C]0.00119502314814834[/C][/ROW]
[ROW][C]95[/C][C]1.4684[/C][C]1.43816990740741[/C][C]1.44509166666667[/C][C]-0.00692175925925922[/C][C]0.0302300925925922[/C][/ROW]
[ROW][C]96[/C][C]1.457[/C][C]1.46579664351852[/C][C]1.46250833333333[/C][C]0.00328831018518523[/C][C]-0.0087966435185185[/C][/ROW]
[ROW][C]97[/C][C]1.4718[/C][C]1.48361435185185[/C][C]1.47995833333333[/C][C]0.00365601851851852[/C][C]-0.0118143518518519[/C][/ROW]
[ROW][C]98[/C][C]1.4748[/C][C]1.48970671296296[/C][C]1.49415416666667[/C][C]-0.00444745370370371[/C][C]-0.0149067129629628[/C][/ROW]
[ROW][C]99[/C][C]1.5527[/C][C]1.50535462962963[/C][C]1.5017625[/C][C]0.0035921296296296[/C][C]0.0473453703703703[/C][/ROW]
[ROW][C]100[/C][C]1.575[/C][C]1.50520844907407[/C][C]1.4999625[/C][C]0.00524594907407404[/C][C]0.0697915509259259[/C][/ROW]
[ROW][C]101[/C][C]1.5557[/C][C]1.49112164351852[/C][C]1.48805833333333[/C][C]0.00306331018518522[/C][C]0.0645783564814817[/C][/ROW]
[ROW][C]102[/C][C]1.5553[/C][C]1.47321747685185[/C][C]1.47525416666667[/C][C]-0.00203668981481479[/C][C]0.0820825231481481[/C][/ROW]
[ROW][C]103[/C][C]1.577[/C][C]1.47151886574074[/C][C]1.46442083333333[/C][C]0.00709803240740739[/C][C]0.105481134259259[/C][/ROW]
[ROW][C]104[/C][C]1.4975[/C][C]1.45046400462963[/C][C]1.45007916666667[/C][C]0.000384837962962926[/C][C]0.0470359953703705[/C][/ROW]
[ROW][C]105[/C][C]1.4369[/C][C]1.42440983796296[/C][C]1.43157916666667[/C][C]-0.00716932870370373[/C][C]0.0124901620370372[/C][/ROW]
[ROW][C]106[/C][C]1.3322[/C][C]1.40483831018519[/C][C]1.41059166666667[/C][C]-0.00575335648148148[/C][C]-0.0726383101851851[/C][/ROW]
[ROW][C]107[/C][C]1.2732[/C][C]1.38505740740741[/C][C]1.39197916666667[/C][C]-0.00692175925925922[/C][C]-0.111857407407407[/C][/ROW]
[ROW][C]108[/C][C]1.3449[/C][C]1.38091747685185[/C][C]1.37762916666667[/C][C]0.00328831018518523[/C][C]-0.0360174768518517[/C][/ROW]
[ROW][C]109[/C][C]1.3239[/C][C]1.36787268518519[/C][C]1.36421666666667[/C][C]0.00365601851851852[/C][C]-0.0439726851851852[/C][/ROW]
[ROW][C]110[/C][C]1.2785[/C][C]1.3498150462963[/C][C]1.3542625[/C][C]-0.00444745370370371[/C][C]-0.0713150462962964[/C][/ROW]
[ROW][C]111[/C][C]1.305[/C][C]1.35571296296296[/C][C]1.35212083333333[/C][C]0.0035921296296296[/C][C]-0.050712962962963[/C][/ROW]
[ROW][C]112[/C][C]1.319[/C][C]1.36439594907407[/C][C]1.35915[/C][C]0.00524594907407404[/C][C]-0.0453959490740738[/C][/ROW]
[ROW][C]113[/C][C]1.365[/C][C]1.37752997685185[/C][C]1.37446666666667[/C][C]0.00306331018518522[/C][C]-0.0125299768518519[/C][/ROW]
[ROW][C]114[/C][C]1.4016[/C][C]1.38637581018519[/C][C]1.3884125[/C][C]-0.00203668981481479[/C][C]0.0152241898148149[/C][/ROW]
[ROW][C]115[/C][C]1.4088[/C][C]1.40466886574074[/C][C]1.39757083333333[/C][C]0.00709803240740739[/C][C]0.00413113425925937[/C][/ROW]
[ROW][C]116[/C][C]1.4268[/C][C]1.40601400462963[/C][C]1.40562916666667[/C][C]0.000384837962962926[/C][C]0.0207859953703706[/C][/ROW]
[ROW][C]117[/C][C]1.4562[/C][C]1.40437650462963[/C][C]1.41154583333333[/C][C]-0.00716932870370373[/C][C]0.0518234953703705[/C][/ROW]
[ROW][C]118[/C][C]1.4816[/C][C]1.40885497685185[/C][C]1.41460833333333[/C][C]-0.00575335648148148[/C][C]0.0727450231481486[/C][/ROW]
[ROW][C]119[/C][C]1.4914[/C][C]1.40406574074074[/C][C]1.4109875[/C][C]-0.00692175925925922[/C][C]0.0873342592592594[/C][/ROW]
[ROW][C]120[/C][C]1.4614[/C][C]1.40222164351852[/C][C]1.39893333333333[/C][C]0.00328831018518523[/C][C]0.0591783564814816[/C][/ROW]
[ROW][C]121[/C][C]1.4272[/C][C]1.38956435185185[/C][C]1.38590833333333[/C][C]0.00365601851851852[/C][C]0.0376356481481481[/C][/ROW]
[ROW][C]122[/C][C]1.3686[/C][C]1.37024421296296[/C][C]1.37469166666667[/C][C]-0.00444745370370371[/C][C]-0.0016442129629628[/C][/ROW]
[ROW][C]123[/C][C]1.3569[/C][C]1.36632962962963[/C][C]1.3627375[/C][C]0.0035921296296296[/C][C]-0.00942962962962945[/C][/ROW]
[ROW][C]124[/C][C]1.3406[/C][C]1.35792928240741[/C][C]1.35268333333333[/C][C]0.00524594907407404[/C][C]-0.0173292824074074[/C][/ROW]
[ROW][C]125[/C][C]1.2565[/C][C]1.34670081018519[/C][C]1.3436375[/C][C]0.00306331018518522[/C][C]-0.0902008101851852[/C][/ROW]
[ROW][C]126[/C][C]1.2208[/C][C]1.33057164351852[/C][C]1.33260833333333[/C][C]-0.00203668981481479[/C][C]-0.109771643518518[/C][/ROW]
[ROW][C]127[/C][C]1.277[/C][C]1.33009803240741[/C][C]1.323[/C][C]0.00709803240740739[/C][C]-0.0530980324074073[/C][/ROW]
[ROW][C]128[/C][C]1.2894[/C][C]1.3194306712963[/C][C]1.31904583333333[/C][C]0.000384837962962926[/C][C]-0.0300306712962963[/C][/ROW]
[ROW][C]129[/C][C]1.3067[/C][C]1.31351400462963[/C][C]1.32068333333333[/C][C]-0.00716932870370373[/C][C]-0.00681400462962944[/C][/ROW]
[ROW][C]130[/C][C]1.3898[/C][C]1.32103831018519[/C][C]1.32679166666667[/C][C]-0.00575335648148148[/C][C]0.0687616898148149[/C][/ROW]
[ROW][C]131[/C][C]1.3661[/C][C]1.33161990740741[/C][C]1.33854166666667[/C][C]-0.00692175925925922[/C][C]0.034480092592593[/C][/ROW]
[ROW][C]132[/C][C]1.322[/C][C]1.35834664351852[/C][C]1.35505833333333[/C][C]0.00328831018518523[/C][C]-0.0363466435185182[/C][/ROW]
[ROW][C]133[/C][C]1.336[/C][C]1.37402268518519[/C][C]1.37036666666667[/C][C]0.00365601851851852[/C][C]-0.038022685185185[/C][/ROW]
[ROW][C]134[/C][C]1.3649[/C][C]1.37818171296296[/C][C]1.38262916666667[/C][C]-0.00444745370370371[/C][C]-0.0132817129629625[/C][/ROW]
[ROW][C]135[/C][C]1.3999[/C][C]1.39518796296296[/C][C]1.39159583333333[/C][C]0.0035921296296296[/C][C]0.00471203703703726[/C][/ROW]
[ROW][C]136[/C][C]1.4442[/C][C]1.39897094907407[/C][C]1.393725[/C][C]0.00524594907407404[/C][C]0.0452290509259261[/C][/ROW]
[ROW][C]137[/C][C]1.4349[/C][C]1.39555081018519[/C][C]1.3924875[/C][C]0.00306331018518522[/C][C]0.0393491898148151[/C][/ROW]
[ROW][C]138[/C][C]1.4388[/C][C]1.38984247685185[/C][C]1.39187916666667[/C][C]-0.00203668981481479[/C][C]0.0489575231481483[/C][/ROW]
[ROW][C]139[/C][C]1.4264[/C][C]1.39691053240741[/C][C]1.3898125[/C][C]0.00709803240740739[/C][C]0.0294894675925923[/C][/ROW]
[ROW][C]140[/C][C]1.4343[/C][C]1.3865306712963[/C][C]1.38614583333333[/C][C]0.000384837962962926[/C][C]0.0477693287037035[/C][/ROW]
[ROW][C]141[/C][C]1.377[/C][C]1.3738806712963[/C][C]1.38105[/C][C]-0.00716932870370373[/C][C]0.00311932870370391[/C][/ROW]
[ROW][C]142[/C][C]1.3706[/C][C]1.36663831018518[/C][C]1.37239166666667[/C][C]-0.00575335648148148[/C][C]0.00396168981481515[/C][/ROW]
[ROW][C]143[/C][C]1.3556[/C][C]1.35363657407407[/C][C]1.36055833333333[/C][C]-0.00692175925925922[/C][C]0.0019634259259258[/C][/ROW]
[ROW][C]144[/C][C]1.3179[/C][C]1.34958831018518[/C][C]1.3463[/C][C]0.00328831018518523[/C][C]-0.0316883101851848[/C][/ROW]
[ROW][C]145[/C][C]1.2905[/C][C]1.33396435185185[/C][C]1.33030833333333[/C][C]0.00365601851851852[/C][C]-0.0434643518518516[/C][/ROW]
[ROW][C]146[/C][C]1.3224[/C][C]1.30953171296296[/C][C]1.31397916666667[/C][C]-0.00444745370370371[/C][C]0.0128682870370376[/C][/ROW]
[ROW][C]147[/C][C]1.3201[/C][C]1.30566712962963[/C][C]1.302075[/C][C]0.0035921296296296[/C][C]0.0144328703703707[/C][/ROW]
[ROW][C]148[/C][C]1.3162[/C][C]1.30046261574074[/C][C]1.29521666666667[/C][C]0.00524594907407404[/C][C]0.0157373842592594[/C][/ROW]
[ROW][C]149[/C][C]1.2789[/C][C]1.29219664351852[/C][C]1.28913333333333[/C][C]0.00306331018518522[/C][C]-0.0132966435185184[/C][/ROW]
[ROW][C]150[/C][C]1.2526[/C][C]NA[/C][C]NA[/C][C]-0.00203668981481479[/C][C]NA[/C][/ROW]
[ROW][C]151[/C][C]1.2288[/C][C]NA[/C][C]NA[/C][C]0.00709803240740739[/C][C]NA[/C][/ROW]
[ROW][C]152[/C][C]1.24[/C][C]NA[/C][C]NA[/C][C]0.000384837962962926[/C][C]NA[/C][/ROW]
[ROW][C]153[/C][C]1.2856[/C][C]NA[/C][C]NA[/C][C]-0.00716932870370373[/C][C]NA[/C][/ROW]
[ROW][C]154[/C][C]1.2974[/C][C]NA[/C][C]NA[/C][C]-0.00575335648148148[/C][C]NA[/C][/ROW]
[ROW][C]155[/C][C]1.2828[/C][C]NA[/C][C]NA[/C][C]-0.00692175925925922[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=196870&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=196870&T=1

As an alternative you can also use a QR Code:  
QR Code


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

Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
11.0137NANA0.00365601851851852NA
20.9834NANA-0.00444745370370371NA
30.9643NANA0.0035921296296296NA
40.947NANA0.00524594907407404NA
50.906NANA0.00306331018518522NA
60.9492NANA-0.00203668981481479NA
70.93970.9279896990740740.9208916666666670.007098032407407390.0117103009259261
80.90410.915564004629630.9151791666666670.000384837962962926-0.0114640046296295
90.87210.9031556712962960.910325-0.00716932870370373-0.0310556712962962
100.85520.8999966435185180.90575-0.00575335648148148-0.0447966435185185
110.85640.8952115740740740.902133333333333-0.00692175925925922-0.038811574074074
120.89730.9000966435185190.8968083333333330.00328831018518523-0.0027966435185186
130.93830.8931726851851850.8895166666666670.003656018518518520.0451273148148148
140.92170.8816275462962960.886075-0.004447453703703710.0400724537037036
150.90950.891142129629630.887550.00359212962962960.0183578703703703
160.8920.8965334490740740.89128750.00524594907407404-0.00453344907407405
170.87420.8977924768518520.8947291666666670.00306331018518522-0.023592476851852
180.85320.8938174768518520.895854166666667-0.00203668981481479-0.040617476851852
190.86070.9004563657407410.8933583333333330.00709803240740739-0.0397563657407407
200.90050.8892973379629630.88891250.0003848379629629260.011202662037037
210.91110.8781848379629630.885354166666667-0.007169328703703730.032915162037037
220.90590.8779383101851850.883691666666667-0.005753356481481480.0279616898148148
230.88830.8782949074074070.885216666666667-0.006921759259259220.0100050925925925
240.89240.8945466435185190.8912583333333330.00328831018518523-0.00214664351851857
250.88330.9046518518518520.9009958333333330.00365601851851852-0.0213518518518518
260.870.905248379629630.909695833333333-0.00444745370370371-0.0352483796296296
270.87580.9194129629629630.9158208333333330.0035921296296296-0.0436129629629628
280.88580.9271042824074070.9218583333333330.00524594907407404-0.0413042824074074
290.9170.9327674768518520.9297041666666670.00306331018518522-0.0157674768518518
300.95540.9376258101851850.9396625-0.002036689814814790.0177741898148149
310.99220.9594605324074070.95236250.007098032407407390.0327394675925927
320.97780.968839004629630.9684541666666670.0003848379629629260.00896099537037043
330.98080.9784598379629630.985629166666667-0.007169328703703730.00234016203703702
340.98110.9967049768518521.00245833333333-0.00575335648148148-0.015604976851852
351.00141.013878240740741.0208-0.00692175925925922-0.0124782407407407
361.01831.042925810185191.03963750.00328831018518523-0.0246258101851853
371.06221.058122685185191.054466666666670.003656018518518520.00407731481481477
381.07731.061731712962961.06617916666667-0.004447453703703710.0155682870370371
391.08071.08133379629631.077741666666670.0035921296296296-0.000633796296296119
401.08481.096716782407411.091470833333330.00524594907407404-0.0119167824074071
411.15821.109404976851851.106341666666670.003063310185185220.0487950231481482
421.16631.120100810185191.1221375-0.002036689814814790.0461991898148146
431.13721.146293865740741.139195833333330.00709803240740739-0.00909386574074067
441.11391.15568067129631.155295833333330.000384837962962926-0.0417806712962963
451.12221.16199317129631.1691625-0.00716932870370373-0.039793171296296
461.16921.174209143518521.1799625-0.00575335648148148-0.00500914351851822
471.17021.179549074074071.18647083333333-0.00692175925925922-0.00934907407407404
481.22861.193509143518521.190220833333330.003288310185185230.0350908564814811
491.26131.199581018518521.1959250.003656018518518520.0617189814814816
501.26461.199523379629631.20397083333333-0.004447453703703710.0650766203703705
511.22621.21603379629631.212441666666670.00359212962962960.010166203703704
521.19851.225162615740741.219916666666670.00524594907407404-0.0266626157407406
531.20071.231675810185181.22861250.00306331018518522-0.0309758101851847
541.21381.236621643518521.23865833333333-0.00203668981481479-0.0228216435185185
551.22661.252539699074071.245441666666670.00709803240740739-0.0259396990740741
561.21761.24946817129631.249083333333330.000384837962962926-0.031868171296296
571.22181.247359837962961.25452916666667-0.00716932870370373-0.0255598379629629
581.2491.256659143518521.2624125-0.00575335648148148-0.00765914351851849
591.29911.262324074074071.26924583333333-0.006921759259259220.0367759259259259
601.34081.275509143518521.272220833333330.003288310185185230.0652908564814816
611.31191.275035185185191.271379166666670.003656018518518520.036864814814815
621.30141.266460879629631.27090833333333-0.004447453703703710.0349391203703706
631.32011.275142129629631.271550.00359212962962960.0449578703703706
641.29381.274975115740741.269729166666670.005245949074074040.0188248842592593
651.26941.265792476851851.262729166666670.003063310185185220.00360752314814849
661.21651.249204976851851.25124166666667-0.00203668981481479-0.0327049768518519
671.20371.247639699074071.240541666666670.00709803240740739-0.0439396990740741
681.22921.232209837962961.2318250.000384837962962926-0.00300983796296284
691.22561.215251504629631.22242083333333-0.007169328703703730.0103484953703705
701.20151.208967476851851.21472083333333-0.00575335648148148-0.00746747685185167
711.17861.205336574074071.21225833333333-0.00692175925925922-0.0267365740740737
721.18561.217884143518521.214595833333330.00328831018518523-0.0322841435185184
731.21031.222968518518521.21931250.00365601851851852-0.0126685185185187
741.19381.219723379629631.22417083333333-0.00444745370370371-0.0259233796296294
751.2021.231887962962961.228295833333330.0035921296296296-0.0298879629629627
761.22711.237987615740741.232741666666670.00524594907407404-0.0108876157407403
771.2771.242850810185181.23978750.003063310185185220.034149189814815
781.2651.247967476851851.25000416666667-0.002036689814814790.0170325231481483
791.26841.266489699074071.259391666666670.007098032407407390.00191030092592581
801.28111.26824317129631.267858333333330.0003848379629629260.0128568287037036
811.27271.270514004629631.27768333333333-0.007169328703703730.00218599537037067
821.26111.282209143518521.2879625-0.00575335648148148-0.0211091435185182
831.28811.289315740740741.2962375-0.00692175925925922-0.00121574074074071
841.32131.305817476851851.302529166666670.003288310185185230.0154825231481481
851.29991.313689351851851.310033333333330.00365601851851852-0.0137893518518519
861.30741.31326504629631.3177125-0.00444745370370371-0.00586504629629614
871.32421.329554629629631.32596250.0035921296296296-0.0053546296296294
881.35161.342812615740741.337566666666670.005245949074074040.00878738425925962
891.35111.354875810185181.35181250.00306331018518522-0.0037758101851848
901.34191.362942476851851.36497916666667-0.00203668981481479-0.0210424768518516
911.37161.384893865740741.377795833333330.00709803240740739-0.0132938657407404
921.36221.39231817129631.391933333333330.000384837962962926-0.0301181712962963
931.38961.401259837962961.40842916666667-0.00716932870370373-0.0116598379629631
941.42271.421504976851851.42725833333333-0.005753356481481480.00119502314814834
951.46841.438169907407411.44509166666667-0.006921759259259220.0302300925925922
961.4571.465796643518521.462508333333330.00328831018518523-0.0087966435185185
971.47181.483614351851851.479958333333330.00365601851851852-0.0118143518518519
981.47481.489706712962961.49415416666667-0.00444745370370371-0.0149067129629628
991.55271.505354629629631.50176250.00359212962962960.0473453703703703
1001.5751.505208449074071.49996250.005245949074074040.0697915509259259
1011.55571.491121643518521.488058333333330.003063310185185220.0645783564814817
1021.55531.473217476851851.47525416666667-0.002036689814814790.0820825231481481
1031.5771.471518865740741.464420833333330.007098032407407390.105481134259259
1041.49751.450464004629631.450079166666670.0003848379629629260.0470359953703705
1051.43691.424409837962961.43157916666667-0.007169328703703730.0124901620370372
1061.33221.404838310185191.41059166666667-0.00575335648148148-0.0726383101851851
1071.27321.385057407407411.39197916666667-0.00692175925925922-0.111857407407407
1081.34491.380917476851851.377629166666670.00328831018518523-0.0360174768518517
1091.32391.367872685185191.364216666666670.00365601851851852-0.0439726851851852
1101.27851.34981504629631.3542625-0.00444745370370371-0.0713150462962964
1111.3051.355712962962961.352120833333330.0035921296296296-0.050712962962963
1121.3191.364395949074071.359150.00524594907407404-0.0453959490740738
1131.3651.377529976851851.374466666666670.00306331018518522-0.0125299768518519
1141.40161.386375810185191.3884125-0.002036689814814790.0152241898148149
1151.40881.404668865740741.397570833333330.007098032407407390.00413113425925937
1161.42681.406014004629631.405629166666670.0003848379629629260.0207859953703706
1171.45621.404376504629631.41154583333333-0.007169328703703730.0518234953703705
1181.48161.408854976851851.41460833333333-0.005753356481481480.0727450231481486
1191.49141.404065740740741.4109875-0.006921759259259220.0873342592592594
1201.46141.402221643518521.398933333333330.003288310185185230.0591783564814816
1211.42721.389564351851851.385908333333330.003656018518518520.0376356481481481
1221.36861.370244212962961.37469166666667-0.00444745370370371-0.0016442129629628
1231.35691.366329629629631.36273750.0035921296296296-0.00942962962962945
1241.34061.357929282407411.352683333333330.00524594907407404-0.0173292824074074
1251.25651.346700810185191.34363750.00306331018518522-0.0902008101851852
1261.22081.330571643518521.33260833333333-0.00203668981481479-0.109771643518518
1271.2771.330098032407411.3230.00709803240740739-0.0530980324074073
1281.28941.31943067129631.319045833333330.000384837962962926-0.0300306712962963
1291.30671.313514004629631.32068333333333-0.00716932870370373-0.00681400462962944
1301.38981.321038310185191.32679166666667-0.005753356481481480.0687616898148149
1311.36611.331619907407411.33854166666667-0.006921759259259220.034480092592593
1321.3221.358346643518521.355058333333330.00328831018518523-0.0363466435185182
1331.3361.374022685185191.370366666666670.00365601851851852-0.038022685185185
1341.36491.378181712962961.38262916666667-0.00444745370370371-0.0132817129629625
1351.39991.395187962962961.391595833333330.00359212962962960.00471203703703726
1361.44421.398970949074071.3937250.005245949074074040.0452290509259261
1371.43491.395550810185191.39248750.003063310185185220.0393491898148151
1381.43881.389842476851851.39187916666667-0.002036689814814790.0489575231481483
1391.42641.396910532407411.38981250.007098032407407390.0294894675925923
1401.43431.38653067129631.386145833333330.0003848379629629260.0477693287037035
1411.3771.37388067129631.38105-0.007169328703703730.00311932870370391
1421.37061.366638310185181.37239166666667-0.005753356481481480.00396168981481515
1431.35561.353636574074071.36055833333333-0.006921759259259220.0019634259259258
1441.31791.349588310185181.34630.00328831018518523-0.0316883101851848
1451.29051.333964351851851.330308333333330.00365601851851852-0.0434643518518516
1461.32241.309531712962961.31397916666667-0.004447453703703710.0128682870370376
1471.32011.305667129629631.3020750.00359212962962960.0144328703703707
1481.31621.300462615740741.295216666666670.005245949074074040.0157373842592594
1491.27891.292196643518521.289133333333330.00306331018518522-0.0132966435185184
1501.2526NANA-0.00203668981481479NA
1511.2288NANA0.00709803240740739NA
1521.24NANA0.000384837962962926NA
1531.2856NANA-0.00716932870370373NA
1541.2974NANA-0.00575335648148148NA
1551.2828NANA-0.00692175925925922NA


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = additive ; par2 = 12 ;
Parameters (R input):
par1 = additive ; par2 = 12 ;
R code (references can be found in the software module):
par2 <- as.numeric(par2)
x <- ts(x,freq=par2)
m <- decompose(x,type=par1)
m$figure
bitmap(file='test1.png')
plot(m)
dev.off()
mylagmax <- length(x)/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$trend),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$seasonal),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$random),na.action=na.pass,lag.max = mylagmax,main='Random')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
spectrum(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
spectrum(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
cpgram(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
cpgram(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Classical Decomposition by Moving Averages',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observations',header=TRUE)
a<-table.element(a,'Fit',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Random',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(m$trend)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
if (par1 == 'additive') a<-table.element(a,m$trend[i]+m$seasonal[i]) else a<-table.element(a,m$trend[i]*m$seasonal[i])
a<-table.element(a,m$trend[i])
a<-table.element(a,m$seasonal[i])
a<-table.element(a,m$random[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')