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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_decompose.wasp
Title produced by softwareClassical Decomposition
Date of computationFri, 25 Nov 2011 04:39:56 -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/Nov/25/t13222143954xjticuq5dk40ll.htm/, Retrieved Thu, 28 Mar 2024 16:45:47 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=147272, Retrieved Thu, 28 Mar 2024 16:45:47 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact152
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Classical Decomposition] [Nyrstar ] [2011-11-25 09:39:56] [2adf2d2c11e011c12275478b9efd18e5] [Current]
-   PD    [Classical Decomposition] [multiplicatief] [2011-11-25 14:43:27] [25b6caf3839c2bdc14961e5bff2d6373]
- RMPD    [Decomposition by Loess] [loess] [2011-11-25 14:47:30] [25b6caf3839c2bdc14961e5bff2d6373]
- RMPD      [Structural Time Series Models] [Structural time s...] [2011-11-25 14:53:43] [25b6caf3839c2bdc14961e5bff2d6373]
- RMPD      [Exponential Smoothing] [exp. smoothing] [2011-11-25 14:57:22] [25b6caf3839c2bdc14961e5bff2d6373]
- RMPD      [Exponential Smoothing] [exp. smoothing] [2011-11-25 14:57:22] [25b6caf3839c2bdc14961e5bff2d6373]
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Dataseries X:
11,73
11,75
11,39
11,54
9,62
9,82
9,94
9,9
9,8
9,86
10,5
10,33
10,16
9,91
9,96
10,03
9,55
9,51
9,8
10,08
10,2
10,23
10,2
10,07
10,01
10,05
9,92
10,03
10,18
10,1
10,16
10,15
10,13
10,09
10,18
10,06
9,65
9,74
9,53
9,5
9
9,15
9,32
9,62
9,59
9,37
9,35
9,32
9,49
9,52
9,59
9,35
9,2
9,57
9,78
9,79
9,57
9,53
9,65
9,36
9,4
9,32
9,31
9,19
9,39
9,28
9,28
9,31
9,28
9,31
9,35
9,19
9,07
8,96
8,69
8,58
8,56
8,47
8,46
8,75
8,95
9,33
9,51
9,561
9,94
9,9
9,275
9,56
9,779
9,746
9,991
9,98
10,195
10,31
10,25
9,871
10,06
9,894
9,59
9,64
9,89
9,53
9,388
9,16
9,418
9,57
9,857
9,877
9,76
9,76
9,695
9,475
9,262
9,097
8,55
8,16
7,532
7,325
6,749
7,13
6,995
7,346
7,73
7,837
7,514
7,58
6,83
6,617
6,715
6,63
6,891
7,002
7,09
7,36
7,477
7,826
7,79
7,578
7,204
7,198
7,685
7,795
7,46
7,274
7,33
7,655
7,767
7,84
7,424
7,54
7,351
6,735
6,777
6,679
7,34
6,978
6,92
6,628
6,385
5,984
6,268
6,596
6,395
6,715
6,804
6,929
6,846
6,992
6,774
6,75
6,485
6,27
6,47
6,78
6,71
6,141
6,72
6,68
6,371
6,097
6,27
6,447
6,37
6,446
6,54
6,374
6,33
6,63
6,498
6,485
6,36




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time2 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=147272&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=147272&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147272&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 Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time2 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net







Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
111.73NANA0.0320962162162161NA
211.75NANA-0.0125956756756756NA
311.3911.196701621621611.206-0.00929837837837830.193298378378378
411.5410.795566486486510.824-0.02843351351351350.744433513513513
59.6210.480231351351410.4620.0182313513513513-0.860231351351354
69.8210.196096216216210.1640.0320962162162161-0.376096216216217
79.949.803404324324329.816-0.01259567567567560.136595675675675
89.99.854701621621629.864-0.00929837837837830.0452983783783782
99.89.9715664864864910-0.0284335135135135-0.171566486486485
109.8610.096231351351410.0780.0182313513513513-0.236231351351353
1110.510.162096216216210.130.03209621621621610.337903783783783
1210.3310.139404324324310.152-0.01259567567567560.190595675675677
1310.1610.162701621621610.172-0.0092983783783783-0.0027016216216218
149.9110.049566486486510.078-0.0284335135135135-0.139566486486487
159.969.940231351351359.9220.01823135135135130.0197686486486486
1610.039.824096216216229.7920.03209621621621610.205903783783784
179.559.757404324324329.77-0.0125956756756756-0.207404324324324
189.519.784701621621629.794-0.0092983783783783-0.274701621621622
199.89.799566486486499.828-0.02843351351351350.000433513513513617
2010.089.982231351351359.9640.01823135135135130.097768648648648
2110.210.134096216216210.1020.03209621621621610.0659037837837815
2210.2310.143404324324310.156-0.01259567567567560.0865956756756763
2310.210.132701621621610.142-0.00929837837837830.0672983783783785
2410.0710.083566486486510.112-0.0284335135135135-0.0135664864864857
2510.0110.068231351351410.050.0182313513513513-0.0582313513513508
2610.0510.048096216216210.0160.03209621621621610.00190378378378497
279.9210.025404324324310.038-0.0125956756756756-0.105404324324324
2810.0310.046701621621610.056-0.0092983783783783-0.0167016216216229
2910.1810.049566486486510.078-0.02843351351351350.130433513513513
3010.110.142231351351410.1240.0182313513513513-0.0422313513513526
3110.1610.176096216216210.1440.0320962162162161-0.0160962162162157
3210.1510.113404324324310.126-0.01259567567567560.0365956756756756
3310.1310.132701621621610.142-0.0092983783783783-0.0027016216216218
3410.0910.093566486486510.122-0.0284335135135135-0.00356648648648594
3510.1810.040231351351410.0220.01823135135135130.139768648648648
3610.069.976096216216229.9440.03209621621621610.0839037837837839
379.659.819404324324329.832-0.0125956756756756-0.169404324324324
389.749.686701621621629.696-0.00929837837837830.0532983783783774
399.539.455566486486499.484-0.02843351351351350.0744335135135135
409.59.402231351351359.3840.01823135135135130.097768648648648
4199.332096216216229.30.0320962162162161-0.332096216216216
429.159.305404324324329.318-0.0125956756756756-0.155404324324323
439.329.326701621621629.336-0.0092983783783783-0.00670162162162136
449.629.381566486486499.41-0.02843351351351350.238433513513513
459.599.468231351351359.450.01823135135135130.121768648648647
469.379.482096216216229.450.0320962162162161-0.112096216216216
479.359.411404324324329.424-0.0125956756756756-0.0614043243243234
489.329.400701621621629.41-0.0092983783783783-0.0807016216216212
499.499.425566486486499.454-0.02843351351351350.0644335135135137
509.529.472231351351359.4540.01823135135135130.0477686486486473
519.599.462096216216229.430.03209621621621610.127903783783784
529.359.433404324324329.446-0.0125956756756756-0.0834043243243237
539.29.488701621621629.498-0.0092983783783783-0.288701621621621
549.579.509566486486499.538-0.02843351351351350.0604335135135141
559.789.600231351351359.5820.01823135135135130.179768648648647
569.799.680096216216229.6480.03209621621621610.109903783783782
579.579.651404324324339.664-0.0125956756756756-0.0814043243243248
589.539.570701621621629.58-0.0092983783783783-0.0407016216216221
599.659.473566486486499.502-0.02843351351351350.176433513513514
609.369.470231351351359.4520.0182313513513513-0.110231351351354
619.49.440096216216229.4080.0320962162162161-0.0400962162162166
629.329.303404324324329.316-0.01259567567567560.016595675675676
639.319.312701621621629.322-0.0092983783783783-0.0027016216216218
649.199.269566486486499.298-0.0284335135135135-0.0795664864864865
659.399.308231351351359.290.01823135135135130.081768648648648
669.289.322096216216219.290.0320962162162161-0.0420962162162155
679.289.295404324324329.308-0.0125956756756756-0.015404324324324
689.319.282701621621629.292-0.00929837837837830.0272983783783793
699.289.277566486486499.306-0.02843351351351350.00243351351351251
709.319.306231351351359.2880.01823135135135130.00376864864864856
719.359.272096216216229.240.03209621621621610.0779037837837837
729.199.163404324324329.176-0.01259567567567560.0265956756756758
739.079.042701621621629.052-0.00929837837837830.0272983783783793
748.968.869566486486498.898-0.02843351351351350.0904335135135153
758.698.790231351351358.7720.0182313513513513-0.100231351351354
768.588.684096216216228.6520.0320962162162161-0.104096216216217
778.568.539404324324328.552-0.01259567567567560.0205956756756756
788.478.554701621621628.564-0.0092983783783783-0.0847016216216208
798.468.609566486486498.638-0.0284335135135135-0.149566486486485
808.758.810231351351358.7920.0182313513513513-0.0602313513513533
818.959.0320962162162290.0320962162162161-0.0820962162162164
829.339.207604324324329.2202-0.01259567567567560.122395675675676
839.519.448901621621629.4582-0.00929837837837830.0610983783783787
849.5619.619766486486499.6482-0.0284335135135135-0.058766486486487
859.949.655431351351359.63720.01823135135135130.284568648648648
869.99.679296216216229.64720.03209621621621610.220703783783783
879.2759.678204324324329.6908-0.0125956756756756-0.403204324324324
889.569.642701621621629.652-0.0092983783783783-0.0827016216216219
899.7799.641766486486499.6702-0.02843351351351350.137233513513515
909.7469.829431351351359.81120.0182313513513513-0.0834313513513525
919.9919.970296216216229.93820.03209621621621610.0207037837837838
929.9810.031804324324310.0444-0.0125956756756756-0.0518043243243245
9310.19510.135901621621610.1452-0.00929837837837830.0590983783783781
9410.3110.092766486486510.1212-0.02843351351351350.217233513513513
9510.2510.155431351351410.13720.01823135135135130.0945686486486483
969.87110.109096216216210.0770.0320962162162161-0.238096216216215
9710.069.920404324324339.933-0.01259567567567560.139595675675675
989.8949.801701621621629.811-0.00929837837837830.0922983783783771
999.599.786366486486499.8148-0.0284335135135135-0.196366486486488
1009.649.727031351351359.70880.0182313513513513-0.0870313513513512
1019.899.639696216216229.60760.03209621621621610.250303783783785
1029.539.509004324324329.5216-0.01259567567567560.0209956756756746
1039.3889.467901621621629.4772-0.0092983783783783-0.0799016216216213
1049.169.384766486486499.4132-0.0284335135135135-0.224766486486486
1059.4189.496831351351359.47860.0182313513513513-0.0788313513513526
1069.579.608496216216229.57640.0320962162162161-0.0384962162162168
1079.8579.683804324324329.6964-0.01259567567567560.173195675675675
1089.8779.755501621621629.7648-0.00929837837837830.121498378378378
1099.769.761366486486499.7898-0.0284335135135135-0.00136648648648574
1109.769.731631351351359.71340.01823135135135130.0283686486486481
1119.6959.622496216216229.59040.03209621621621610.0725037837837839
1129.4759.445204324324329.4578-0.01259567567567560.0297956756756754
1139.2629.206501621621629.2158-0.00929837837837830.0554983783783776
1149.0978.880366486486498.9088-0.02843351351351350.216633513513512
1158.558.538431351351358.52020.01823135135135130.0115686486486481
1168.168.164896216216228.13280.0320962162162161-0.00489621621621694
1177.5327.650604324324337.6632-0.0125956756756756-0.118604324324325
1187.3257.369901621621627.3792-0.0092983783783783-0.044901621621622
1196.7497.117766486486497.1462-0.0284335135135135-0.368766486486487
1207.137.127231351351357.1090.01823135135135130.00276864864864823
1216.9957.222096216216227.190.0320962162162161-0.227096216216217
1227.3467.395004324324327.4076-0.0125956756756756-0.0490043243243248
1237.737.475101621621627.4844-0.00929837837837830.254898378378379
1247.8377.572966486486497.6014-0.02843351351351350.264033513513513
1257.5147.516431351351357.49820.0182313513513513-0.00243135135135208
1267.587.307696216216227.27560.03209621621621610.272303783783785
1276.837.038604324324327.0512-0.0125956756756756-0.208604324324324
1286.6176.865101621621626.8744-0.0092983783783783-0.248101621621621
1296.7156.708166486486496.7366-0.02843351351351350.00683351351351291
1306.636.789231351351356.7710.0182313513513513-0.159231351351352
1316.8916.897696216216226.86560.0320962162162161-0.00669621621621541
1327.0026.982004324324326.9946-0.01259567567567560.0199956756756761
1337.097.154701621621627.164-0.0092983783783783-0.0647016216216212
1347.367.322566486486497.351-0.02843351351351350.0374335135135127
1357.4777.526831351351357.50860.0182313513513513-0.0498313513513526
1367.8267.638296216216227.60620.03209621621621610.187703783783783
1377.797.562404324324327.575-0.01259567567567560.227595675675675
1387.5787.509901621621627.5192-0.00929837837837830.0680983783783784
1397.2047.462566486486497.491-0.0284335135135135-0.258566486486487
1407.1987.510231351351357.4920.0182313513513513-0.312231351351352
1417.6857.500496216216227.46840.03209621621621610.184503783783783
1427.7957.469804324324327.4824-0.01259567567567560.325195675675675
1437.467.499501621621627.5088-0.0092983783783783-0.0395016216216222
1447.2747.474366486486497.5028-0.0284335135135135-0.200366486486487
1457.337.515431351351357.49720.0182313513513513-0.185431351351351
1467.6557.605296216216227.57320.03209621621621610.0497037837837846
1477.7677.590604324324327.6032-0.01259567567567560.176395675675676
1487.847.635901621621627.6452-0.00929837837837830.204098378378379
1497.4247.555966486486497.5844-0.0284335135135135-0.131966486486486
1507.547.396231351351357.3780.01823135135135130.143768648648648
1517.3517.197496216216227.16540.03209621621621610.153503783783784
1526.7357.003804324324337.0164-0.0125956756756756-0.268804324324325
1536.7776.967101621621626.9764-0.0092983783783783-0.190101621621622
1546.6796.873366486486496.9018-0.0284335135135135-0.194366486486487
1557.346.957031351351356.93880.01823135135135130.382968648648648
1566.9786.941096216216226.9090.03209621621621610.0369037837837842
1576.926.837604324324326.8502-0.01259567567567560.0823956756756754
1586.6286.569701621621626.579-0.00929837837837830.0582983783783781
1596.3856.408566486486496.437-0.0284335135135135-0.0235664864864873
1605.9846.390431351351356.37220.0182313513513513-0.406431351351351
1616.2686.357696216216226.32560.0320962162162161-0.0896962162162156
1626.5966.379004324324326.3916-0.01259567567567560.216995675675676
1636.3956.546301621621626.5556-0.0092983783783783-0.151301621621622
1646.7156.659366486486496.6878-0.02843351351351350.055633513513512
1656.8046.756031351351356.73780.01823135135135130.0479686486486486
1666.9296.889296216216226.85720.03209621621621610.0397037837837839
1676.8466.856404324324326.869-0.0125956756756756-0.0104043243243241
1686.9926.848901621621626.8582-0.00929837837837830.143098378378379
1696.7746.740966486486496.7694-0.02843351351351350.0330335135135131
1706.756.672431351351356.65420.01823135135135130.077568648648648
1716.4856.581896216216226.54980.0320962162162161-0.0968962162162157
1726.276.538404324324326.551-0.0125956756756756-0.268404324324324
1736.476.533701621621626.543-0.0092983783783783-0.0637016216216217
1746.786.445766486486496.4742-0.02843351351351350.334233513513514
1756.716.582431351351356.56420.01823135135135130.127568648648649
1766.1416.638296216216226.60620.0320962162162161-0.497296216216216
1776.726.511804324324326.5244-0.01259567567567560.208195675675675
1786.686.392501621621626.4018-0.00929837837837830.287498378378378
1796.3716.399166486486496.4276-0.0284335135135135-0.0281664864864872
1806.0976.391231351351356.3730.0182313513513513-0.294231351351352
1816.276.343096216216226.3110.0320962162162161-0.073096216216217
1826.4476.313404324324326.326-0.01259567567567560.133595675675675
1836.376.405301621621626.4146-0.0092983783783783-0.0353016216216204
1846.4466.406966486486496.4354-0.02843351351351350.0390335135135125
1856.546.430231351351356.4120.01823135135135130.109768648648648
1866.3746.496096216216226.4640.0320962162162161-0.122096216216216
1876.336.461804324324326.4744-0.0125956756756756-0.131804324324325
1886.636.454101621621626.4634-0.00929837837837830.175898378378378
1896.4986.432166486486496.4606-0.02843351351351350.0658335135135131
1906.485NANA0.0182313513513513NA
1916.36NANANANA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 11.73 & NA & NA & 0.0320962162162161 & NA \tabularnewline
2 & 11.75 & NA & NA & -0.0125956756756756 & NA \tabularnewline
3 & 11.39 & 11.1967016216216 & 11.206 & -0.0092983783783783 & 0.193298378378378 \tabularnewline
4 & 11.54 & 10.7955664864865 & 10.824 & -0.0284335135135135 & 0.744433513513513 \tabularnewline
5 & 9.62 & 10.4802313513514 & 10.462 & 0.0182313513513513 & -0.860231351351354 \tabularnewline
6 & 9.82 & 10.1960962162162 & 10.164 & 0.0320962162162161 & -0.376096216216217 \tabularnewline
7 & 9.94 & 9.80340432432432 & 9.816 & -0.0125956756756756 & 0.136595675675675 \tabularnewline
8 & 9.9 & 9.85470162162162 & 9.864 & -0.0092983783783783 & 0.0452983783783782 \tabularnewline
9 & 9.8 & 9.97156648648649 & 10 & -0.0284335135135135 & -0.171566486486485 \tabularnewline
10 & 9.86 & 10.0962313513514 & 10.078 & 0.0182313513513513 & -0.236231351351353 \tabularnewline
11 & 10.5 & 10.1620962162162 & 10.13 & 0.0320962162162161 & 0.337903783783783 \tabularnewline
12 & 10.33 & 10.1394043243243 & 10.152 & -0.0125956756756756 & 0.190595675675677 \tabularnewline
13 & 10.16 & 10.1627016216216 & 10.172 & -0.0092983783783783 & -0.0027016216216218 \tabularnewline
14 & 9.91 & 10.0495664864865 & 10.078 & -0.0284335135135135 & -0.139566486486487 \tabularnewline
15 & 9.96 & 9.94023135135135 & 9.922 & 0.0182313513513513 & 0.0197686486486486 \tabularnewline
16 & 10.03 & 9.82409621621622 & 9.792 & 0.0320962162162161 & 0.205903783783784 \tabularnewline
17 & 9.55 & 9.75740432432432 & 9.77 & -0.0125956756756756 & -0.207404324324324 \tabularnewline
18 & 9.51 & 9.78470162162162 & 9.794 & -0.0092983783783783 & -0.274701621621622 \tabularnewline
19 & 9.8 & 9.79956648648649 & 9.828 & -0.0284335135135135 & 0.000433513513513617 \tabularnewline
20 & 10.08 & 9.98223135135135 & 9.964 & 0.0182313513513513 & 0.097768648648648 \tabularnewline
21 & 10.2 & 10.1340962162162 & 10.102 & 0.0320962162162161 & 0.0659037837837815 \tabularnewline
22 & 10.23 & 10.1434043243243 & 10.156 & -0.0125956756756756 & 0.0865956756756763 \tabularnewline
23 & 10.2 & 10.1327016216216 & 10.142 & -0.0092983783783783 & 0.0672983783783785 \tabularnewline
24 & 10.07 & 10.0835664864865 & 10.112 & -0.0284335135135135 & -0.0135664864864857 \tabularnewline
25 & 10.01 & 10.0682313513514 & 10.05 & 0.0182313513513513 & -0.0582313513513508 \tabularnewline
26 & 10.05 & 10.0480962162162 & 10.016 & 0.0320962162162161 & 0.00190378378378497 \tabularnewline
27 & 9.92 & 10.0254043243243 & 10.038 & -0.0125956756756756 & -0.105404324324324 \tabularnewline
28 & 10.03 & 10.0467016216216 & 10.056 & -0.0092983783783783 & -0.0167016216216229 \tabularnewline
29 & 10.18 & 10.0495664864865 & 10.078 & -0.0284335135135135 & 0.130433513513513 \tabularnewline
30 & 10.1 & 10.1422313513514 & 10.124 & 0.0182313513513513 & -0.0422313513513526 \tabularnewline
31 & 10.16 & 10.1760962162162 & 10.144 & 0.0320962162162161 & -0.0160962162162157 \tabularnewline
32 & 10.15 & 10.1134043243243 & 10.126 & -0.0125956756756756 & 0.0365956756756756 \tabularnewline
33 & 10.13 & 10.1327016216216 & 10.142 & -0.0092983783783783 & -0.0027016216216218 \tabularnewline
34 & 10.09 & 10.0935664864865 & 10.122 & -0.0284335135135135 & -0.00356648648648594 \tabularnewline
35 & 10.18 & 10.0402313513514 & 10.022 & 0.0182313513513513 & 0.139768648648648 \tabularnewline
36 & 10.06 & 9.97609621621622 & 9.944 & 0.0320962162162161 & 0.0839037837837839 \tabularnewline
37 & 9.65 & 9.81940432432432 & 9.832 & -0.0125956756756756 & -0.169404324324324 \tabularnewline
38 & 9.74 & 9.68670162162162 & 9.696 & -0.0092983783783783 & 0.0532983783783774 \tabularnewline
39 & 9.53 & 9.45556648648649 & 9.484 & -0.0284335135135135 & 0.0744335135135135 \tabularnewline
40 & 9.5 & 9.40223135135135 & 9.384 & 0.0182313513513513 & 0.097768648648648 \tabularnewline
41 & 9 & 9.33209621621622 & 9.3 & 0.0320962162162161 & -0.332096216216216 \tabularnewline
42 & 9.15 & 9.30540432432432 & 9.318 & -0.0125956756756756 & -0.155404324324323 \tabularnewline
43 & 9.32 & 9.32670162162162 & 9.336 & -0.0092983783783783 & -0.00670162162162136 \tabularnewline
44 & 9.62 & 9.38156648648649 & 9.41 & -0.0284335135135135 & 0.238433513513513 \tabularnewline
45 & 9.59 & 9.46823135135135 & 9.45 & 0.0182313513513513 & 0.121768648648647 \tabularnewline
46 & 9.37 & 9.48209621621622 & 9.45 & 0.0320962162162161 & -0.112096216216216 \tabularnewline
47 & 9.35 & 9.41140432432432 & 9.424 & -0.0125956756756756 & -0.0614043243243234 \tabularnewline
48 & 9.32 & 9.40070162162162 & 9.41 & -0.0092983783783783 & -0.0807016216216212 \tabularnewline
49 & 9.49 & 9.42556648648649 & 9.454 & -0.0284335135135135 & 0.0644335135135137 \tabularnewline
50 & 9.52 & 9.47223135135135 & 9.454 & 0.0182313513513513 & 0.0477686486486473 \tabularnewline
51 & 9.59 & 9.46209621621622 & 9.43 & 0.0320962162162161 & 0.127903783783784 \tabularnewline
52 & 9.35 & 9.43340432432432 & 9.446 & -0.0125956756756756 & -0.0834043243243237 \tabularnewline
53 & 9.2 & 9.48870162162162 & 9.498 & -0.0092983783783783 & -0.288701621621621 \tabularnewline
54 & 9.57 & 9.50956648648649 & 9.538 & -0.0284335135135135 & 0.0604335135135141 \tabularnewline
55 & 9.78 & 9.60023135135135 & 9.582 & 0.0182313513513513 & 0.179768648648647 \tabularnewline
56 & 9.79 & 9.68009621621622 & 9.648 & 0.0320962162162161 & 0.109903783783782 \tabularnewline
57 & 9.57 & 9.65140432432433 & 9.664 & -0.0125956756756756 & -0.0814043243243248 \tabularnewline
58 & 9.53 & 9.57070162162162 & 9.58 & -0.0092983783783783 & -0.0407016216216221 \tabularnewline
59 & 9.65 & 9.47356648648649 & 9.502 & -0.0284335135135135 & 0.176433513513514 \tabularnewline
60 & 9.36 & 9.47023135135135 & 9.452 & 0.0182313513513513 & -0.110231351351354 \tabularnewline
61 & 9.4 & 9.44009621621622 & 9.408 & 0.0320962162162161 & -0.0400962162162166 \tabularnewline
62 & 9.32 & 9.30340432432432 & 9.316 & -0.0125956756756756 & 0.016595675675676 \tabularnewline
63 & 9.31 & 9.31270162162162 & 9.322 & -0.0092983783783783 & -0.0027016216216218 \tabularnewline
64 & 9.19 & 9.26956648648649 & 9.298 & -0.0284335135135135 & -0.0795664864864865 \tabularnewline
65 & 9.39 & 9.30823135135135 & 9.29 & 0.0182313513513513 & 0.081768648648648 \tabularnewline
66 & 9.28 & 9.32209621621621 & 9.29 & 0.0320962162162161 & -0.0420962162162155 \tabularnewline
67 & 9.28 & 9.29540432432432 & 9.308 & -0.0125956756756756 & -0.015404324324324 \tabularnewline
68 & 9.31 & 9.28270162162162 & 9.292 & -0.0092983783783783 & 0.0272983783783793 \tabularnewline
69 & 9.28 & 9.27756648648649 & 9.306 & -0.0284335135135135 & 0.00243351351351251 \tabularnewline
70 & 9.31 & 9.30623135135135 & 9.288 & 0.0182313513513513 & 0.00376864864864856 \tabularnewline
71 & 9.35 & 9.27209621621622 & 9.24 & 0.0320962162162161 & 0.0779037837837837 \tabularnewline
72 & 9.19 & 9.16340432432432 & 9.176 & -0.0125956756756756 & 0.0265956756756758 \tabularnewline
73 & 9.07 & 9.04270162162162 & 9.052 & -0.0092983783783783 & 0.0272983783783793 \tabularnewline
74 & 8.96 & 8.86956648648649 & 8.898 & -0.0284335135135135 & 0.0904335135135153 \tabularnewline
75 & 8.69 & 8.79023135135135 & 8.772 & 0.0182313513513513 & -0.100231351351354 \tabularnewline
76 & 8.58 & 8.68409621621622 & 8.652 & 0.0320962162162161 & -0.104096216216217 \tabularnewline
77 & 8.56 & 8.53940432432432 & 8.552 & -0.0125956756756756 & 0.0205956756756756 \tabularnewline
78 & 8.47 & 8.55470162162162 & 8.564 & -0.0092983783783783 & -0.0847016216216208 \tabularnewline
79 & 8.46 & 8.60956648648649 & 8.638 & -0.0284335135135135 & -0.149566486486485 \tabularnewline
80 & 8.75 & 8.81023135135135 & 8.792 & 0.0182313513513513 & -0.0602313513513533 \tabularnewline
81 & 8.95 & 9.03209621621622 & 9 & 0.0320962162162161 & -0.0820962162162164 \tabularnewline
82 & 9.33 & 9.20760432432432 & 9.2202 & -0.0125956756756756 & 0.122395675675676 \tabularnewline
83 & 9.51 & 9.44890162162162 & 9.4582 & -0.0092983783783783 & 0.0610983783783787 \tabularnewline
84 & 9.561 & 9.61976648648649 & 9.6482 & -0.0284335135135135 & -0.058766486486487 \tabularnewline
85 & 9.94 & 9.65543135135135 & 9.6372 & 0.0182313513513513 & 0.284568648648648 \tabularnewline
86 & 9.9 & 9.67929621621622 & 9.6472 & 0.0320962162162161 & 0.220703783783783 \tabularnewline
87 & 9.275 & 9.67820432432432 & 9.6908 & -0.0125956756756756 & -0.403204324324324 \tabularnewline
88 & 9.56 & 9.64270162162162 & 9.652 & -0.0092983783783783 & -0.0827016216216219 \tabularnewline
89 & 9.779 & 9.64176648648649 & 9.6702 & -0.0284335135135135 & 0.137233513513515 \tabularnewline
90 & 9.746 & 9.82943135135135 & 9.8112 & 0.0182313513513513 & -0.0834313513513525 \tabularnewline
91 & 9.991 & 9.97029621621622 & 9.9382 & 0.0320962162162161 & 0.0207037837837838 \tabularnewline
92 & 9.98 & 10.0318043243243 & 10.0444 & -0.0125956756756756 & -0.0518043243243245 \tabularnewline
93 & 10.195 & 10.1359016216216 & 10.1452 & -0.0092983783783783 & 0.0590983783783781 \tabularnewline
94 & 10.31 & 10.0927664864865 & 10.1212 & -0.0284335135135135 & 0.217233513513513 \tabularnewline
95 & 10.25 & 10.1554313513514 & 10.1372 & 0.0182313513513513 & 0.0945686486486483 \tabularnewline
96 & 9.871 & 10.1090962162162 & 10.077 & 0.0320962162162161 & -0.238096216216215 \tabularnewline
97 & 10.06 & 9.92040432432433 & 9.933 & -0.0125956756756756 & 0.139595675675675 \tabularnewline
98 & 9.894 & 9.80170162162162 & 9.811 & -0.0092983783783783 & 0.0922983783783771 \tabularnewline
99 & 9.59 & 9.78636648648649 & 9.8148 & -0.0284335135135135 & -0.196366486486488 \tabularnewline
100 & 9.64 & 9.72703135135135 & 9.7088 & 0.0182313513513513 & -0.0870313513513512 \tabularnewline
101 & 9.89 & 9.63969621621622 & 9.6076 & 0.0320962162162161 & 0.250303783783785 \tabularnewline
102 & 9.53 & 9.50900432432432 & 9.5216 & -0.0125956756756756 & 0.0209956756756746 \tabularnewline
103 & 9.388 & 9.46790162162162 & 9.4772 & -0.0092983783783783 & -0.0799016216216213 \tabularnewline
104 & 9.16 & 9.38476648648649 & 9.4132 & -0.0284335135135135 & -0.224766486486486 \tabularnewline
105 & 9.418 & 9.49683135135135 & 9.4786 & 0.0182313513513513 & -0.0788313513513526 \tabularnewline
106 & 9.57 & 9.60849621621622 & 9.5764 & 0.0320962162162161 & -0.0384962162162168 \tabularnewline
107 & 9.857 & 9.68380432432432 & 9.6964 & -0.0125956756756756 & 0.173195675675675 \tabularnewline
108 & 9.877 & 9.75550162162162 & 9.7648 & -0.0092983783783783 & 0.121498378378378 \tabularnewline
109 & 9.76 & 9.76136648648649 & 9.7898 & -0.0284335135135135 & -0.00136648648648574 \tabularnewline
110 & 9.76 & 9.73163135135135 & 9.7134 & 0.0182313513513513 & 0.0283686486486481 \tabularnewline
111 & 9.695 & 9.62249621621622 & 9.5904 & 0.0320962162162161 & 0.0725037837837839 \tabularnewline
112 & 9.475 & 9.44520432432432 & 9.4578 & -0.0125956756756756 & 0.0297956756756754 \tabularnewline
113 & 9.262 & 9.20650162162162 & 9.2158 & -0.0092983783783783 & 0.0554983783783776 \tabularnewline
114 & 9.097 & 8.88036648648649 & 8.9088 & -0.0284335135135135 & 0.216633513513512 \tabularnewline
115 & 8.55 & 8.53843135135135 & 8.5202 & 0.0182313513513513 & 0.0115686486486481 \tabularnewline
116 & 8.16 & 8.16489621621622 & 8.1328 & 0.0320962162162161 & -0.00489621621621694 \tabularnewline
117 & 7.532 & 7.65060432432433 & 7.6632 & -0.0125956756756756 & -0.118604324324325 \tabularnewline
118 & 7.325 & 7.36990162162162 & 7.3792 & -0.0092983783783783 & -0.044901621621622 \tabularnewline
119 & 6.749 & 7.11776648648649 & 7.1462 & -0.0284335135135135 & -0.368766486486487 \tabularnewline
120 & 7.13 & 7.12723135135135 & 7.109 & 0.0182313513513513 & 0.00276864864864823 \tabularnewline
121 & 6.995 & 7.22209621621622 & 7.19 & 0.0320962162162161 & -0.227096216216217 \tabularnewline
122 & 7.346 & 7.39500432432432 & 7.4076 & -0.0125956756756756 & -0.0490043243243248 \tabularnewline
123 & 7.73 & 7.47510162162162 & 7.4844 & -0.0092983783783783 & 0.254898378378379 \tabularnewline
124 & 7.837 & 7.57296648648649 & 7.6014 & -0.0284335135135135 & 0.264033513513513 \tabularnewline
125 & 7.514 & 7.51643135135135 & 7.4982 & 0.0182313513513513 & -0.00243135135135208 \tabularnewline
126 & 7.58 & 7.30769621621622 & 7.2756 & 0.0320962162162161 & 0.272303783783785 \tabularnewline
127 & 6.83 & 7.03860432432432 & 7.0512 & -0.0125956756756756 & -0.208604324324324 \tabularnewline
128 & 6.617 & 6.86510162162162 & 6.8744 & -0.0092983783783783 & -0.248101621621621 \tabularnewline
129 & 6.715 & 6.70816648648649 & 6.7366 & -0.0284335135135135 & 0.00683351351351291 \tabularnewline
130 & 6.63 & 6.78923135135135 & 6.771 & 0.0182313513513513 & -0.159231351351352 \tabularnewline
131 & 6.891 & 6.89769621621622 & 6.8656 & 0.0320962162162161 & -0.00669621621621541 \tabularnewline
132 & 7.002 & 6.98200432432432 & 6.9946 & -0.0125956756756756 & 0.0199956756756761 \tabularnewline
133 & 7.09 & 7.15470162162162 & 7.164 & -0.0092983783783783 & -0.0647016216216212 \tabularnewline
134 & 7.36 & 7.32256648648649 & 7.351 & -0.0284335135135135 & 0.0374335135135127 \tabularnewline
135 & 7.477 & 7.52683135135135 & 7.5086 & 0.0182313513513513 & -0.0498313513513526 \tabularnewline
136 & 7.826 & 7.63829621621622 & 7.6062 & 0.0320962162162161 & 0.187703783783783 \tabularnewline
137 & 7.79 & 7.56240432432432 & 7.575 & -0.0125956756756756 & 0.227595675675675 \tabularnewline
138 & 7.578 & 7.50990162162162 & 7.5192 & -0.0092983783783783 & 0.0680983783783784 \tabularnewline
139 & 7.204 & 7.46256648648649 & 7.491 & -0.0284335135135135 & -0.258566486486487 \tabularnewline
140 & 7.198 & 7.51023135135135 & 7.492 & 0.0182313513513513 & -0.312231351351352 \tabularnewline
141 & 7.685 & 7.50049621621622 & 7.4684 & 0.0320962162162161 & 0.184503783783783 \tabularnewline
142 & 7.795 & 7.46980432432432 & 7.4824 & -0.0125956756756756 & 0.325195675675675 \tabularnewline
143 & 7.46 & 7.49950162162162 & 7.5088 & -0.0092983783783783 & -0.0395016216216222 \tabularnewline
144 & 7.274 & 7.47436648648649 & 7.5028 & -0.0284335135135135 & -0.200366486486487 \tabularnewline
145 & 7.33 & 7.51543135135135 & 7.4972 & 0.0182313513513513 & -0.185431351351351 \tabularnewline
146 & 7.655 & 7.60529621621622 & 7.5732 & 0.0320962162162161 & 0.0497037837837846 \tabularnewline
147 & 7.767 & 7.59060432432432 & 7.6032 & -0.0125956756756756 & 0.176395675675676 \tabularnewline
148 & 7.84 & 7.63590162162162 & 7.6452 & -0.0092983783783783 & 0.204098378378379 \tabularnewline
149 & 7.424 & 7.55596648648649 & 7.5844 & -0.0284335135135135 & -0.131966486486486 \tabularnewline
150 & 7.54 & 7.39623135135135 & 7.378 & 0.0182313513513513 & 0.143768648648648 \tabularnewline
151 & 7.351 & 7.19749621621622 & 7.1654 & 0.0320962162162161 & 0.153503783783784 \tabularnewline
152 & 6.735 & 7.00380432432433 & 7.0164 & -0.0125956756756756 & -0.268804324324325 \tabularnewline
153 & 6.777 & 6.96710162162162 & 6.9764 & -0.0092983783783783 & -0.190101621621622 \tabularnewline
154 & 6.679 & 6.87336648648649 & 6.9018 & -0.0284335135135135 & -0.194366486486487 \tabularnewline
155 & 7.34 & 6.95703135135135 & 6.9388 & 0.0182313513513513 & 0.382968648648648 \tabularnewline
156 & 6.978 & 6.94109621621622 & 6.909 & 0.0320962162162161 & 0.0369037837837842 \tabularnewline
157 & 6.92 & 6.83760432432432 & 6.8502 & -0.0125956756756756 & 0.0823956756756754 \tabularnewline
158 & 6.628 & 6.56970162162162 & 6.579 & -0.0092983783783783 & 0.0582983783783781 \tabularnewline
159 & 6.385 & 6.40856648648649 & 6.437 & -0.0284335135135135 & -0.0235664864864873 \tabularnewline
160 & 5.984 & 6.39043135135135 & 6.3722 & 0.0182313513513513 & -0.406431351351351 \tabularnewline
161 & 6.268 & 6.35769621621622 & 6.3256 & 0.0320962162162161 & -0.0896962162162156 \tabularnewline
162 & 6.596 & 6.37900432432432 & 6.3916 & -0.0125956756756756 & 0.216995675675676 \tabularnewline
163 & 6.395 & 6.54630162162162 & 6.5556 & -0.0092983783783783 & -0.151301621621622 \tabularnewline
164 & 6.715 & 6.65936648648649 & 6.6878 & -0.0284335135135135 & 0.055633513513512 \tabularnewline
165 & 6.804 & 6.75603135135135 & 6.7378 & 0.0182313513513513 & 0.0479686486486486 \tabularnewline
166 & 6.929 & 6.88929621621622 & 6.8572 & 0.0320962162162161 & 0.0397037837837839 \tabularnewline
167 & 6.846 & 6.85640432432432 & 6.869 & -0.0125956756756756 & -0.0104043243243241 \tabularnewline
168 & 6.992 & 6.84890162162162 & 6.8582 & -0.0092983783783783 & 0.143098378378379 \tabularnewline
169 & 6.774 & 6.74096648648649 & 6.7694 & -0.0284335135135135 & 0.0330335135135131 \tabularnewline
170 & 6.75 & 6.67243135135135 & 6.6542 & 0.0182313513513513 & 0.077568648648648 \tabularnewline
171 & 6.485 & 6.58189621621622 & 6.5498 & 0.0320962162162161 & -0.0968962162162157 \tabularnewline
172 & 6.27 & 6.53840432432432 & 6.551 & -0.0125956756756756 & -0.268404324324324 \tabularnewline
173 & 6.47 & 6.53370162162162 & 6.543 & -0.0092983783783783 & -0.0637016216216217 \tabularnewline
174 & 6.78 & 6.44576648648649 & 6.4742 & -0.0284335135135135 & 0.334233513513514 \tabularnewline
175 & 6.71 & 6.58243135135135 & 6.5642 & 0.0182313513513513 & 0.127568648648649 \tabularnewline
176 & 6.141 & 6.63829621621622 & 6.6062 & 0.0320962162162161 & -0.497296216216216 \tabularnewline
177 & 6.72 & 6.51180432432432 & 6.5244 & -0.0125956756756756 & 0.208195675675675 \tabularnewline
178 & 6.68 & 6.39250162162162 & 6.4018 & -0.0092983783783783 & 0.287498378378378 \tabularnewline
179 & 6.371 & 6.39916648648649 & 6.4276 & -0.0284335135135135 & -0.0281664864864872 \tabularnewline
180 & 6.097 & 6.39123135135135 & 6.373 & 0.0182313513513513 & -0.294231351351352 \tabularnewline
181 & 6.27 & 6.34309621621622 & 6.311 & 0.0320962162162161 & -0.073096216216217 \tabularnewline
182 & 6.447 & 6.31340432432432 & 6.326 & -0.0125956756756756 & 0.133595675675675 \tabularnewline
183 & 6.37 & 6.40530162162162 & 6.4146 & -0.0092983783783783 & -0.0353016216216204 \tabularnewline
184 & 6.446 & 6.40696648648649 & 6.4354 & -0.0284335135135135 & 0.0390335135135125 \tabularnewline
185 & 6.54 & 6.43023135135135 & 6.412 & 0.0182313513513513 & 0.109768648648648 \tabularnewline
186 & 6.374 & 6.49609621621622 & 6.464 & 0.0320962162162161 & -0.122096216216216 \tabularnewline
187 & 6.33 & 6.46180432432432 & 6.4744 & -0.0125956756756756 & -0.131804324324325 \tabularnewline
188 & 6.63 & 6.45410162162162 & 6.4634 & -0.0092983783783783 & 0.175898378378378 \tabularnewline
189 & 6.498 & 6.43216648648649 & 6.4606 & -0.0284335135135135 & 0.0658335135135131 \tabularnewline
190 & 6.485 & NA & NA & 0.0182313513513513 & NA \tabularnewline
191 & 6.36 & NA & NA & NA & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147272&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]11.73[/C][C]NA[/C][C]NA[/C][C]0.0320962162162161[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]11.75[/C][C]NA[/C][C]NA[/C][C]-0.0125956756756756[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]11.39[/C][C]11.1967016216216[/C][C]11.206[/C][C]-0.0092983783783783[/C][C]0.193298378378378[/C][/ROW]
[ROW][C]4[/C][C]11.54[/C][C]10.7955664864865[/C][C]10.824[/C][C]-0.0284335135135135[/C][C]0.744433513513513[/C][/ROW]
[ROW][C]5[/C][C]9.62[/C][C]10.4802313513514[/C][C]10.462[/C][C]0.0182313513513513[/C][C]-0.860231351351354[/C][/ROW]
[ROW][C]6[/C][C]9.82[/C][C]10.1960962162162[/C][C]10.164[/C][C]0.0320962162162161[/C][C]-0.376096216216217[/C][/ROW]
[ROW][C]7[/C][C]9.94[/C][C]9.80340432432432[/C][C]9.816[/C][C]-0.0125956756756756[/C][C]0.136595675675675[/C][/ROW]
[ROW][C]8[/C][C]9.9[/C][C]9.85470162162162[/C][C]9.864[/C][C]-0.0092983783783783[/C][C]0.0452983783783782[/C][/ROW]
[ROW][C]9[/C][C]9.8[/C][C]9.97156648648649[/C][C]10[/C][C]-0.0284335135135135[/C][C]-0.171566486486485[/C][/ROW]
[ROW][C]10[/C][C]9.86[/C][C]10.0962313513514[/C][C]10.078[/C][C]0.0182313513513513[/C][C]-0.236231351351353[/C][/ROW]
[ROW][C]11[/C][C]10.5[/C][C]10.1620962162162[/C][C]10.13[/C][C]0.0320962162162161[/C][C]0.337903783783783[/C][/ROW]
[ROW][C]12[/C][C]10.33[/C][C]10.1394043243243[/C][C]10.152[/C][C]-0.0125956756756756[/C][C]0.190595675675677[/C][/ROW]
[ROW][C]13[/C][C]10.16[/C][C]10.1627016216216[/C][C]10.172[/C][C]-0.0092983783783783[/C][C]-0.0027016216216218[/C][/ROW]
[ROW][C]14[/C][C]9.91[/C][C]10.0495664864865[/C][C]10.078[/C][C]-0.0284335135135135[/C][C]-0.139566486486487[/C][/ROW]
[ROW][C]15[/C][C]9.96[/C][C]9.94023135135135[/C][C]9.922[/C][C]0.0182313513513513[/C][C]0.0197686486486486[/C][/ROW]
[ROW][C]16[/C][C]10.03[/C][C]9.82409621621622[/C][C]9.792[/C][C]0.0320962162162161[/C][C]0.205903783783784[/C][/ROW]
[ROW][C]17[/C][C]9.55[/C][C]9.75740432432432[/C][C]9.77[/C][C]-0.0125956756756756[/C][C]-0.207404324324324[/C][/ROW]
[ROW][C]18[/C][C]9.51[/C][C]9.78470162162162[/C][C]9.794[/C][C]-0.0092983783783783[/C][C]-0.274701621621622[/C][/ROW]
[ROW][C]19[/C][C]9.8[/C][C]9.79956648648649[/C][C]9.828[/C][C]-0.0284335135135135[/C][C]0.000433513513513617[/C][/ROW]
[ROW][C]20[/C][C]10.08[/C][C]9.98223135135135[/C][C]9.964[/C][C]0.0182313513513513[/C][C]0.097768648648648[/C][/ROW]
[ROW][C]21[/C][C]10.2[/C][C]10.1340962162162[/C][C]10.102[/C][C]0.0320962162162161[/C][C]0.0659037837837815[/C][/ROW]
[ROW][C]22[/C][C]10.23[/C][C]10.1434043243243[/C][C]10.156[/C][C]-0.0125956756756756[/C][C]0.0865956756756763[/C][/ROW]
[ROW][C]23[/C][C]10.2[/C][C]10.1327016216216[/C][C]10.142[/C][C]-0.0092983783783783[/C][C]0.0672983783783785[/C][/ROW]
[ROW][C]24[/C][C]10.07[/C][C]10.0835664864865[/C][C]10.112[/C][C]-0.0284335135135135[/C][C]-0.0135664864864857[/C][/ROW]
[ROW][C]25[/C][C]10.01[/C][C]10.0682313513514[/C][C]10.05[/C][C]0.0182313513513513[/C][C]-0.0582313513513508[/C][/ROW]
[ROW][C]26[/C][C]10.05[/C][C]10.0480962162162[/C][C]10.016[/C][C]0.0320962162162161[/C][C]0.00190378378378497[/C][/ROW]
[ROW][C]27[/C][C]9.92[/C][C]10.0254043243243[/C][C]10.038[/C][C]-0.0125956756756756[/C][C]-0.105404324324324[/C][/ROW]
[ROW][C]28[/C][C]10.03[/C][C]10.0467016216216[/C][C]10.056[/C][C]-0.0092983783783783[/C][C]-0.0167016216216229[/C][/ROW]
[ROW][C]29[/C][C]10.18[/C][C]10.0495664864865[/C][C]10.078[/C][C]-0.0284335135135135[/C][C]0.130433513513513[/C][/ROW]
[ROW][C]30[/C][C]10.1[/C][C]10.1422313513514[/C][C]10.124[/C][C]0.0182313513513513[/C][C]-0.0422313513513526[/C][/ROW]
[ROW][C]31[/C][C]10.16[/C][C]10.1760962162162[/C][C]10.144[/C][C]0.0320962162162161[/C][C]-0.0160962162162157[/C][/ROW]
[ROW][C]32[/C][C]10.15[/C][C]10.1134043243243[/C][C]10.126[/C][C]-0.0125956756756756[/C][C]0.0365956756756756[/C][/ROW]
[ROW][C]33[/C][C]10.13[/C][C]10.1327016216216[/C][C]10.142[/C][C]-0.0092983783783783[/C][C]-0.0027016216216218[/C][/ROW]
[ROW][C]34[/C][C]10.09[/C][C]10.0935664864865[/C][C]10.122[/C][C]-0.0284335135135135[/C][C]-0.00356648648648594[/C][/ROW]
[ROW][C]35[/C][C]10.18[/C][C]10.0402313513514[/C][C]10.022[/C][C]0.0182313513513513[/C][C]0.139768648648648[/C][/ROW]
[ROW][C]36[/C][C]10.06[/C][C]9.97609621621622[/C][C]9.944[/C][C]0.0320962162162161[/C][C]0.0839037837837839[/C][/ROW]
[ROW][C]37[/C][C]9.65[/C][C]9.81940432432432[/C][C]9.832[/C][C]-0.0125956756756756[/C][C]-0.169404324324324[/C][/ROW]
[ROW][C]38[/C][C]9.74[/C][C]9.68670162162162[/C][C]9.696[/C][C]-0.0092983783783783[/C][C]0.0532983783783774[/C][/ROW]
[ROW][C]39[/C][C]9.53[/C][C]9.45556648648649[/C][C]9.484[/C][C]-0.0284335135135135[/C][C]0.0744335135135135[/C][/ROW]
[ROW][C]40[/C][C]9.5[/C][C]9.40223135135135[/C][C]9.384[/C][C]0.0182313513513513[/C][C]0.097768648648648[/C][/ROW]
[ROW][C]41[/C][C]9[/C][C]9.33209621621622[/C][C]9.3[/C][C]0.0320962162162161[/C][C]-0.332096216216216[/C][/ROW]
[ROW][C]42[/C][C]9.15[/C][C]9.30540432432432[/C][C]9.318[/C][C]-0.0125956756756756[/C][C]-0.155404324324323[/C][/ROW]
[ROW][C]43[/C][C]9.32[/C][C]9.32670162162162[/C][C]9.336[/C][C]-0.0092983783783783[/C][C]-0.00670162162162136[/C][/ROW]
[ROW][C]44[/C][C]9.62[/C][C]9.38156648648649[/C][C]9.41[/C][C]-0.0284335135135135[/C][C]0.238433513513513[/C][/ROW]
[ROW][C]45[/C][C]9.59[/C][C]9.46823135135135[/C][C]9.45[/C][C]0.0182313513513513[/C][C]0.121768648648647[/C][/ROW]
[ROW][C]46[/C][C]9.37[/C][C]9.48209621621622[/C][C]9.45[/C][C]0.0320962162162161[/C][C]-0.112096216216216[/C][/ROW]
[ROW][C]47[/C][C]9.35[/C][C]9.41140432432432[/C][C]9.424[/C][C]-0.0125956756756756[/C][C]-0.0614043243243234[/C][/ROW]
[ROW][C]48[/C][C]9.32[/C][C]9.40070162162162[/C][C]9.41[/C][C]-0.0092983783783783[/C][C]-0.0807016216216212[/C][/ROW]
[ROW][C]49[/C][C]9.49[/C][C]9.42556648648649[/C][C]9.454[/C][C]-0.0284335135135135[/C][C]0.0644335135135137[/C][/ROW]
[ROW][C]50[/C][C]9.52[/C][C]9.47223135135135[/C][C]9.454[/C][C]0.0182313513513513[/C][C]0.0477686486486473[/C][/ROW]
[ROW][C]51[/C][C]9.59[/C][C]9.46209621621622[/C][C]9.43[/C][C]0.0320962162162161[/C][C]0.127903783783784[/C][/ROW]
[ROW][C]52[/C][C]9.35[/C][C]9.43340432432432[/C][C]9.446[/C][C]-0.0125956756756756[/C][C]-0.0834043243243237[/C][/ROW]
[ROW][C]53[/C][C]9.2[/C][C]9.48870162162162[/C][C]9.498[/C][C]-0.0092983783783783[/C][C]-0.288701621621621[/C][/ROW]
[ROW][C]54[/C][C]9.57[/C][C]9.50956648648649[/C][C]9.538[/C][C]-0.0284335135135135[/C][C]0.0604335135135141[/C][/ROW]
[ROW][C]55[/C][C]9.78[/C][C]9.60023135135135[/C][C]9.582[/C][C]0.0182313513513513[/C][C]0.179768648648647[/C][/ROW]
[ROW][C]56[/C][C]9.79[/C][C]9.68009621621622[/C][C]9.648[/C][C]0.0320962162162161[/C][C]0.109903783783782[/C][/ROW]
[ROW][C]57[/C][C]9.57[/C][C]9.65140432432433[/C][C]9.664[/C][C]-0.0125956756756756[/C][C]-0.0814043243243248[/C][/ROW]
[ROW][C]58[/C][C]9.53[/C][C]9.57070162162162[/C][C]9.58[/C][C]-0.0092983783783783[/C][C]-0.0407016216216221[/C][/ROW]
[ROW][C]59[/C][C]9.65[/C][C]9.47356648648649[/C][C]9.502[/C][C]-0.0284335135135135[/C][C]0.176433513513514[/C][/ROW]
[ROW][C]60[/C][C]9.36[/C][C]9.47023135135135[/C][C]9.452[/C][C]0.0182313513513513[/C][C]-0.110231351351354[/C][/ROW]
[ROW][C]61[/C][C]9.4[/C][C]9.44009621621622[/C][C]9.408[/C][C]0.0320962162162161[/C][C]-0.0400962162162166[/C][/ROW]
[ROW][C]62[/C][C]9.32[/C][C]9.30340432432432[/C][C]9.316[/C][C]-0.0125956756756756[/C][C]0.016595675675676[/C][/ROW]
[ROW][C]63[/C][C]9.31[/C][C]9.31270162162162[/C][C]9.322[/C][C]-0.0092983783783783[/C][C]-0.0027016216216218[/C][/ROW]
[ROW][C]64[/C][C]9.19[/C][C]9.26956648648649[/C][C]9.298[/C][C]-0.0284335135135135[/C][C]-0.0795664864864865[/C][/ROW]
[ROW][C]65[/C][C]9.39[/C][C]9.30823135135135[/C][C]9.29[/C][C]0.0182313513513513[/C][C]0.081768648648648[/C][/ROW]
[ROW][C]66[/C][C]9.28[/C][C]9.32209621621621[/C][C]9.29[/C][C]0.0320962162162161[/C][C]-0.0420962162162155[/C][/ROW]
[ROW][C]67[/C][C]9.28[/C][C]9.29540432432432[/C][C]9.308[/C][C]-0.0125956756756756[/C][C]-0.015404324324324[/C][/ROW]
[ROW][C]68[/C][C]9.31[/C][C]9.28270162162162[/C][C]9.292[/C][C]-0.0092983783783783[/C][C]0.0272983783783793[/C][/ROW]
[ROW][C]69[/C][C]9.28[/C][C]9.27756648648649[/C][C]9.306[/C][C]-0.0284335135135135[/C][C]0.00243351351351251[/C][/ROW]
[ROW][C]70[/C][C]9.31[/C][C]9.30623135135135[/C][C]9.288[/C][C]0.0182313513513513[/C][C]0.00376864864864856[/C][/ROW]
[ROW][C]71[/C][C]9.35[/C][C]9.27209621621622[/C][C]9.24[/C][C]0.0320962162162161[/C][C]0.0779037837837837[/C][/ROW]
[ROW][C]72[/C][C]9.19[/C][C]9.16340432432432[/C][C]9.176[/C][C]-0.0125956756756756[/C][C]0.0265956756756758[/C][/ROW]
[ROW][C]73[/C][C]9.07[/C][C]9.04270162162162[/C][C]9.052[/C][C]-0.0092983783783783[/C][C]0.0272983783783793[/C][/ROW]
[ROW][C]74[/C][C]8.96[/C][C]8.86956648648649[/C][C]8.898[/C][C]-0.0284335135135135[/C][C]0.0904335135135153[/C][/ROW]
[ROW][C]75[/C][C]8.69[/C][C]8.79023135135135[/C][C]8.772[/C][C]0.0182313513513513[/C][C]-0.100231351351354[/C][/ROW]
[ROW][C]76[/C][C]8.58[/C][C]8.68409621621622[/C][C]8.652[/C][C]0.0320962162162161[/C][C]-0.104096216216217[/C][/ROW]
[ROW][C]77[/C][C]8.56[/C][C]8.53940432432432[/C][C]8.552[/C][C]-0.0125956756756756[/C][C]0.0205956756756756[/C][/ROW]
[ROW][C]78[/C][C]8.47[/C][C]8.55470162162162[/C][C]8.564[/C][C]-0.0092983783783783[/C][C]-0.0847016216216208[/C][/ROW]
[ROW][C]79[/C][C]8.46[/C][C]8.60956648648649[/C][C]8.638[/C][C]-0.0284335135135135[/C][C]-0.149566486486485[/C][/ROW]
[ROW][C]80[/C][C]8.75[/C][C]8.81023135135135[/C][C]8.792[/C][C]0.0182313513513513[/C][C]-0.0602313513513533[/C][/ROW]
[ROW][C]81[/C][C]8.95[/C][C]9.03209621621622[/C][C]9[/C][C]0.0320962162162161[/C][C]-0.0820962162162164[/C][/ROW]
[ROW][C]82[/C][C]9.33[/C][C]9.20760432432432[/C][C]9.2202[/C][C]-0.0125956756756756[/C][C]0.122395675675676[/C][/ROW]
[ROW][C]83[/C][C]9.51[/C][C]9.44890162162162[/C][C]9.4582[/C][C]-0.0092983783783783[/C][C]0.0610983783783787[/C][/ROW]
[ROW][C]84[/C][C]9.561[/C][C]9.61976648648649[/C][C]9.6482[/C][C]-0.0284335135135135[/C][C]-0.058766486486487[/C][/ROW]
[ROW][C]85[/C][C]9.94[/C][C]9.65543135135135[/C][C]9.6372[/C][C]0.0182313513513513[/C][C]0.284568648648648[/C][/ROW]
[ROW][C]86[/C][C]9.9[/C][C]9.67929621621622[/C][C]9.6472[/C][C]0.0320962162162161[/C][C]0.220703783783783[/C][/ROW]
[ROW][C]87[/C][C]9.275[/C][C]9.67820432432432[/C][C]9.6908[/C][C]-0.0125956756756756[/C][C]-0.403204324324324[/C][/ROW]
[ROW][C]88[/C][C]9.56[/C][C]9.64270162162162[/C][C]9.652[/C][C]-0.0092983783783783[/C][C]-0.0827016216216219[/C][/ROW]
[ROW][C]89[/C][C]9.779[/C][C]9.64176648648649[/C][C]9.6702[/C][C]-0.0284335135135135[/C][C]0.137233513513515[/C][/ROW]
[ROW][C]90[/C][C]9.746[/C][C]9.82943135135135[/C][C]9.8112[/C][C]0.0182313513513513[/C][C]-0.0834313513513525[/C][/ROW]
[ROW][C]91[/C][C]9.991[/C][C]9.97029621621622[/C][C]9.9382[/C][C]0.0320962162162161[/C][C]0.0207037837837838[/C][/ROW]
[ROW][C]92[/C][C]9.98[/C][C]10.0318043243243[/C][C]10.0444[/C][C]-0.0125956756756756[/C][C]-0.0518043243243245[/C][/ROW]
[ROW][C]93[/C][C]10.195[/C][C]10.1359016216216[/C][C]10.1452[/C][C]-0.0092983783783783[/C][C]0.0590983783783781[/C][/ROW]
[ROW][C]94[/C][C]10.31[/C][C]10.0927664864865[/C][C]10.1212[/C][C]-0.0284335135135135[/C][C]0.217233513513513[/C][/ROW]
[ROW][C]95[/C][C]10.25[/C][C]10.1554313513514[/C][C]10.1372[/C][C]0.0182313513513513[/C][C]0.0945686486486483[/C][/ROW]
[ROW][C]96[/C][C]9.871[/C][C]10.1090962162162[/C][C]10.077[/C][C]0.0320962162162161[/C][C]-0.238096216216215[/C][/ROW]
[ROW][C]97[/C][C]10.06[/C][C]9.92040432432433[/C][C]9.933[/C][C]-0.0125956756756756[/C][C]0.139595675675675[/C][/ROW]
[ROW][C]98[/C][C]9.894[/C][C]9.80170162162162[/C][C]9.811[/C][C]-0.0092983783783783[/C][C]0.0922983783783771[/C][/ROW]
[ROW][C]99[/C][C]9.59[/C][C]9.78636648648649[/C][C]9.8148[/C][C]-0.0284335135135135[/C][C]-0.196366486486488[/C][/ROW]
[ROW][C]100[/C][C]9.64[/C][C]9.72703135135135[/C][C]9.7088[/C][C]0.0182313513513513[/C][C]-0.0870313513513512[/C][/ROW]
[ROW][C]101[/C][C]9.89[/C][C]9.63969621621622[/C][C]9.6076[/C][C]0.0320962162162161[/C][C]0.250303783783785[/C][/ROW]
[ROW][C]102[/C][C]9.53[/C][C]9.50900432432432[/C][C]9.5216[/C][C]-0.0125956756756756[/C][C]0.0209956756756746[/C][/ROW]
[ROW][C]103[/C][C]9.388[/C][C]9.46790162162162[/C][C]9.4772[/C][C]-0.0092983783783783[/C][C]-0.0799016216216213[/C][/ROW]
[ROW][C]104[/C][C]9.16[/C][C]9.38476648648649[/C][C]9.4132[/C][C]-0.0284335135135135[/C][C]-0.224766486486486[/C][/ROW]
[ROW][C]105[/C][C]9.418[/C][C]9.49683135135135[/C][C]9.4786[/C][C]0.0182313513513513[/C][C]-0.0788313513513526[/C][/ROW]
[ROW][C]106[/C][C]9.57[/C][C]9.60849621621622[/C][C]9.5764[/C][C]0.0320962162162161[/C][C]-0.0384962162162168[/C][/ROW]
[ROW][C]107[/C][C]9.857[/C][C]9.68380432432432[/C][C]9.6964[/C][C]-0.0125956756756756[/C][C]0.173195675675675[/C][/ROW]
[ROW][C]108[/C][C]9.877[/C][C]9.75550162162162[/C][C]9.7648[/C][C]-0.0092983783783783[/C][C]0.121498378378378[/C][/ROW]
[ROW][C]109[/C][C]9.76[/C][C]9.76136648648649[/C][C]9.7898[/C][C]-0.0284335135135135[/C][C]-0.00136648648648574[/C][/ROW]
[ROW][C]110[/C][C]9.76[/C][C]9.73163135135135[/C][C]9.7134[/C][C]0.0182313513513513[/C][C]0.0283686486486481[/C][/ROW]
[ROW][C]111[/C][C]9.695[/C][C]9.62249621621622[/C][C]9.5904[/C][C]0.0320962162162161[/C][C]0.0725037837837839[/C][/ROW]
[ROW][C]112[/C][C]9.475[/C][C]9.44520432432432[/C][C]9.4578[/C][C]-0.0125956756756756[/C][C]0.0297956756756754[/C][/ROW]
[ROW][C]113[/C][C]9.262[/C][C]9.20650162162162[/C][C]9.2158[/C][C]-0.0092983783783783[/C][C]0.0554983783783776[/C][/ROW]
[ROW][C]114[/C][C]9.097[/C][C]8.88036648648649[/C][C]8.9088[/C][C]-0.0284335135135135[/C][C]0.216633513513512[/C][/ROW]
[ROW][C]115[/C][C]8.55[/C][C]8.53843135135135[/C][C]8.5202[/C][C]0.0182313513513513[/C][C]0.0115686486486481[/C][/ROW]
[ROW][C]116[/C][C]8.16[/C][C]8.16489621621622[/C][C]8.1328[/C][C]0.0320962162162161[/C][C]-0.00489621621621694[/C][/ROW]
[ROW][C]117[/C][C]7.532[/C][C]7.65060432432433[/C][C]7.6632[/C][C]-0.0125956756756756[/C][C]-0.118604324324325[/C][/ROW]
[ROW][C]118[/C][C]7.325[/C][C]7.36990162162162[/C][C]7.3792[/C][C]-0.0092983783783783[/C][C]-0.044901621621622[/C][/ROW]
[ROW][C]119[/C][C]6.749[/C][C]7.11776648648649[/C][C]7.1462[/C][C]-0.0284335135135135[/C][C]-0.368766486486487[/C][/ROW]
[ROW][C]120[/C][C]7.13[/C][C]7.12723135135135[/C][C]7.109[/C][C]0.0182313513513513[/C][C]0.00276864864864823[/C][/ROW]
[ROW][C]121[/C][C]6.995[/C][C]7.22209621621622[/C][C]7.19[/C][C]0.0320962162162161[/C][C]-0.227096216216217[/C][/ROW]
[ROW][C]122[/C][C]7.346[/C][C]7.39500432432432[/C][C]7.4076[/C][C]-0.0125956756756756[/C][C]-0.0490043243243248[/C][/ROW]
[ROW][C]123[/C][C]7.73[/C][C]7.47510162162162[/C][C]7.4844[/C][C]-0.0092983783783783[/C][C]0.254898378378379[/C][/ROW]
[ROW][C]124[/C][C]7.837[/C][C]7.57296648648649[/C][C]7.6014[/C][C]-0.0284335135135135[/C][C]0.264033513513513[/C][/ROW]
[ROW][C]125[/C][C]7.514[/C][C]7.51643135135135[/C][C]7.4982[/C][C]0.0182313513513513[/C][C]-0.00243135135135208[/C][/ROW]
[ROW][C]126[/C][C]7.58[/C][C]7.30769621621622[/C][C]7.2756[/C][C]0.0320962162162161[/C][C]0.272303783783785[/C][/ROW]
[ROW][C]127[/C][C]6.83[/C][C]7.03860432432432[/C][C]7.0512[/C][C]-0.0125956756756756[/C][C]-0.208604324324324[/C][/ROW]
[ROW][C]128[/C][C]6.617[/C][C]6.86510162162162[/C][C]6.8744[/C][C]-0.0092983783783783[/C][C]-0.248101621621621[/C][/ROW]
[ROW][C]129[/C][C]6.715[/C][C]6.70816648648649[/C][C]6.7366[/C][C]-0.0284335135135135[/C][C]0.00683351351351291[/C][/ROW]
[ROW][C]130[/C][C]6.63[/C][C]6.78923135135135[/C][C]6.771[/C][C]0.0182313513513513[/C][C]-0.159231351351352[/C][/ROW]
[ROW][C]131[/C][C]6.891[/C][C]6.89769621621622[/C][C]6.8656[/C][C]0.0320962162162161[/C][C]-0.00669621621621541[/C][/ROW]
[ROW][C]132[/C][C]7.002[/C][C]6.98200432432432[/C][C]6.9946[/C][C]-0.0125956756756756[/C][C]0.0199956756756761[/C][/ROW]
[ROW][C]133[/C][C]7.09[/C][C]7.15470162162162[/C][C]7.164[/C][C]-0.0092983783783783[/C][C]-0.0647016216216212[/C][/ROW]
[ROW][C]134[/C][C]7.36[/C][C]7.32256648648649[/C][C]7.351[/C][C]-0.0284335135135135[/C][C]0.0374335135135127[/C][/ROW]
[ROW][C]135[/C][C]7.477[/C][C]7.52683135135135[/C][C]7.5086[/C][C]0.0182313513513513[/C][C]-0.0498313513513526[/C][/ROW]
[ROW][C]136[/C][C]7.826[/C][C]7.63829621621622[/C][C]7.6062[/C][C]0.0320962162162161[/C][C]0.187703783783783[/C][/ROW]
[ROW][C]137[/C][C]7.79[/C][C]7.56240432432432[/C][C]7.575[/C][C]-0.0125956756756756[/C][C]0.227595675675675[/C][/ROW]
[ROW][C]138[/C][C]7.578[/C][C]7.50990162162162[/C][C]7.5192[/C][C]-0.0092983783783783[/C][C]0.0680983783783784[/C][/ROW]
[ROW][C]139[/C][C]7.204[/C][C]7.46256648648649[/C][C]7.491[/C][C]-0.0284335135135135[/C][C]-0.258566486486487[/C][/ROW]
[ROW][C]140[/C][C]7.198[/C][C]7.51023135135135[/C][C]7.492[/C][C]0.0182313513513513[/C][C]-0.312231351351352[/C][/ROW]
[ROW][C]141[/C][C]7.685[/C][C]7.50049621621622[/C][C]7.4684[/C][C]0.0320962162162161[/C][C]0.184503783783783[/C][/ROW]
[ROW][C]142[/C][C]7.795[/C][C]7.46980432432432[/C][C]7.4824[/C][C]-0.0125956756756756[/C][C]0.325195675675675[/C][/ROW]
[ROW][C]143[/C][C]7.46[/C][C]7.49950162162162[/C][C]7.5088[/C][C]-0.0092983783783783[/C][C]-0.0395016216216222[/C][/ROW]
[ROW][C]144[/C][C]7.274[/C][C]7.47436648648649[/C][C]7.5028[/C][C]-0.0284335135135135[/C][C]-0.200366486486487[/C][/ROW]
[ROW][C]145[/C][C]7.33[/C][C]7.51543135135135[/C][C]7.4972[/C][C]0.0182313513513513[/C][C]-0.185431351351351[/C][/ROW]
[ROW][C]146[/C][C]7.655[/C][C]7.60529621621622[/C][C]7.5732[/C][C]0.0320962162162161[/C][C]0.0497037837837846[/C][/ROW]
[ROW][C]147[/C][C]7.767[/C][C]7.59060432432432[/C][C]7.6032[/C][C]-0.0125956756756756[/C][C]0.176395675675676[/C][/ROW]
[ROW][C]148[/C][C]7.84[/C][C]7.63590162162162[/C][C]7.6452[/C][C]-0.0092983783783783[/C][C]0.204098378378379[/C][/ROW]
[ROW][C]149[/C][C]7.424[/C][C]7.55596648648649[/C][C]7.5844[/C][C]-0.0284335135135135[/C][C]-0.131966486486486[/C][/ROW]
[ROW][C]150[/C][C]7.54[/C][C]7.39623135135135[/C][C]7.378[/C][C]0.0182313513513513[/C][C]0.143768648648648[/C][/ROW]
[ROW][C]151[/C][C]7.351[/C][C]7.19749621621622[/C][C]7.1654[/C][C]0.0320962162162161[/C][C]0.153503783783784[/C][/ROW]
[ROW][C]152[/C][C]6.735[/C][C]7.00380432432433[/C][C]7.0164[/C][C]-0.0125956756756756[/C][C]-0.268804324324325[/C][/ROW]
[ROW][C]153[/C][C]6.777[/C][C]6.96710162162162[/C][C]6.9764[/C][C]-0.0092983783783783[/C][C]-0.190101621621622[/C][/ROW]
[ROW][C]154[/C][C]6.679[/C][C]6.87336648648649[/C][C]6.9018[/C][C]-0.0284335135135135[/C][C]-0.194366486486487[/C][/ROW]
[ROW][C]155[/C][C]7.34[/C][C]6.95703135135135[/C][C]6.9388[/C][C]0.0182313513513513[/C][C]0.382968648648648[/C][/ROW]
[ROW][C]156[/C][C]6.978[/C][C]6.94109621621622[/C][C]6.909[/C][C]0.0320962162162161[/C][C]0.0369037837837842[/C][/ROW]
[ROW][C]157[/C][C]6.92[/C][C]6.83760432432432[/C][C]6.8502[/C][C]-0.0125956756756756[/C][C]0.0823956756756754[/C][/ROW]
[ROW][C]158[/C][C]6.628[/C][C]6.56970162162162[/C][C]6.579[/C][C]-0.0092983783783783[/C][C]0.0582983783783781[/C][/ROW]
[ROW][C]159[/C][C]6.385[/C][C]6.40856648648649[/C][C]6.437[/C][C]-0.0284335135135135[/C][C]-0.0235664864864873[/C][/ROW]
[ROW][C]160[/C][C]5.984[/C][C]6.39043135135135[/C][C]6.3722[/C][C]0.0182313513513513[/C][C]-0.406431351351351[/C][/ROW]
[ROW][C]161[/C][C]6.268[/C][C]6.35769621621622[/C][C]6.3256[/C][C]0.0320962162162161[/C][C]-0.0896962162162156[/C][/ROW]
[ROW][C]162[/C][C]6.596[/C][C]6.37900432432432[/C][C]6.3916[/C][C]-0.0125956756756756[/C][C]0.216995675675676[/C][/ROW]
[ROW][C]163[/C][C]6.395[/C][C]6.54630162162162[/C][C]6.5556[/C][C]-0.0092983783783783[/C][C]-0.151301621621622[/C][/ROW]
[ROW][C]164[/C][C]6.715[/C][C]6.65936648648649[/C][C]6.6878[/C][C]-0.0284335135135135[/C][C]0.055633513513512[/C][/ROW]
[ROW][C]165[/C][C]6.804[/C][C]6.75603135135135[/C][C]6.7378[/C][C]0.0182313513513513[/C][C]0.0479686486486486[/C][/ROW]
[ROW][C]166[/C][C]6.929[/C][C]6.88929621621622[/C][C]6.8572[/C][C]0.0320962162162161[/C][C]0.0397037837837839[/C][/ROW]
[ROW][C]167[/C][C]6.846[/C][C]6.85640432432432[/C][C]6.869[/C][C]-0.0125956756756756[/C][C]-0.0104043243243241[/C][/ROW]
[ROW][C]168[/C][C]6.992[/C][C]6.84890162162162[/C][C]6.8582[/C][C]-0.0092983783783783[/C][C]0.143098378378379[/C][/ROW]
[ROW][C]169[/C][C]6.774[/C][C]6.74096648648649[/C][C]6.7694[/C][C]-0.0284335135135135[/C][C]0.0330335135135131[/C][/ROW]
[ROW][C]170[/C][C]6.75[/C][C]6.67243135135135[/C][C]6.6542[/C][C]0.0182313513513513[/C][C]0.077568648648648[/C][/ROW]
[ROW][C]171[/C][C]6.485[/C][C]6.58189621621622[/C][C]6.5498[/C][C]0.0320962162162161[/C][C]-0.0968962162162157[/C][/ROW]
[ROW][C]172[/C][C]6.27[/C][C]6.53840432432432[/C][C]6.551[/C][C]-0.0125956756756756[/C][C]-0.268404324324324[/C][/ROW]
[ROW][C]173[/C][C]6.47[/C][C]6.53370162162162[/C][C]6.543[/C][C]-0.0092983783783783[/C][C]-0.0637016216216217[/C][/ROW]
[ROW][C]174[/C][C]6.78[/C][C]6.44576648648649[/C][C]6.4742[/C][C]-0.0284335135135135[/C][C]0.334233513513514[/C][/ROW]
[ROW][C]175[/C][C]6.71[/C][C]6.58243135135135[/C][C]6.5642[/C][C]0.0182313513513513[/C][C]0.127568648648649[/C][/ROW]
[ROW][C]176[/C][C]6.141[/C][C]6.63829621621622[/C][C]6.6062[/C][C]0.0320962162162161[/C][C]-0.497296216216216[/C][/ROW]
[ROW][C]177[/C][C]6.72[/C][C]6.51180432432432[/C][C]6.5244[/C][C]-0.0125956756756756[/C][C]0.208195675675675[/C][/ROW]
[ROW][C]178[/C][C]6.68[/C][C]6.39250162162162[/C][C]6.4018[/C][C]-0.0092983783783783[/C][C]0.287498378378378[/C][/ROW]
[ROW][C]179[/C][C]6.371[/C][C]6.39916648648649[/C][C]6.4276[/C][C]-0.0284335135135135[/C][C]-0.0281664864864872[/C][/ROW]
[ROW][C]180[/C][C]6.097[/C][C]6.39123135135135[/C][C]6.373[/C][C]0.0182313513513513[/C][C]-0.294231351351352[/C][/ROW]
[ROW][C]181[/C][C]6.27[/C][C]6.34309621621622[/C][C]6.311[/C][C]0.0320962162162161[/C][C]-0.073096216216217[/C][/ROW]
[ROW][C]182[/C][C]6.447[/C][C]6.31340432432432[/C][C]6.326[/C][C]-0.0125956756756756[/C][C]0.133595675675675[/C][/ROW]
[ROW][C]183[/C][C]6.37[/C][C]6.40530162162162[/C][C]6.4146[/C][C]-0.0092983783783783[/C][C]-0.0353016216216204[/C][/ROW]
[ROW][C]184[/C][C]6.446[/C][C]6.40696648648649[/C][C]6.4354[/C][C]-0.0284335135135135[/C][C]0.0390335135135125[/C][/ROW]
[ROW][C]185[/C][C]6.54[/C][C]6.43023135135135[/C][C]6.412[/C][C]0.0182313513513513[/C][C]0.109768648648648[/C][/ROW]
[ROW][C]186[/C][C]6.374[/C][C]6.49609621621622[/C][C]6.464[/C][C]0.0320962162162161[/C][C]-0.122096216216216[/C][/ROW]
[ROW][C]187[/C][C]6.33[/C][C]6.46180432432432[/C][C]6.4744[/C][C]-0.0125956756756756[/C][C]-0.131804324324325[/C][/ROW]
[ROW][C]188[/C][C]6.63[/C][C]6.45410162162162[/C][C]6.4634[/C][C]-0.0092983783783783[/C][C]0.175898378378378[/C][/ROW]
[ROW][C]189[/C][C]6.498[/C][C]6.43216648648649[/C][C]6.4606[/C][C]-0.0284335135135135[/C][C]0.0658335135135131[/C][/ROW]
[ROW][C]190[/C][C]6.485[/C][C]NA[/C][C]NA[/C][C]0.0182313513513513[/C][C]NA[/C][/ROW]
[ROW][C]191[/C][C]6.36[/C][C]NA[/C][C]NA[/C][C]NA[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147272&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147272&T=1

As an alternative you can also use a QR Code:  

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

Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
111.73NANA0.0320962162162161NA
211.75NANA-0.0125956756756756NA
311.3911.196701621621611.206-0.00929837837837830.193298378378378
411.5410.795566486486510.824-0.02843351351351350.744433513513513
59.6210.480231351351410.4620.0182313513513513-0.860231351351354
69.8210.196096216216210.1640.0320962162162161-0.376096216216217
79.949.803404324324329.816-0.01259567567567560.136595675675675
89.99.854701621621629.864-0.00929837837837830.0452983783783782
99.89.9715664864864910-0.0284335135135135-0.171566486486485
109.8610.096231351351410.0780.0182313513513513-0.236231351351353
1110.510.162096216216210.130.03209621621621610.337903783783783
1210.3310.139404324324310.152-0.01259567567567560.190595675675677
1310.1610.162701621621610.172-0.0092983783783783-0.0027016216216218
149.9110.049566486486510.078-0.0284335135135135-0.139566486486487
159.969.940231351351359.9220.01823135135135130.0197686486486486
1610.039.824096216216229.7920.03209621621621610.205903783783784
179.559.757404324324329.77-0.0125956756756756-0.207404324324324
189.519.784701621621629.794-0.0092983783783783-0.274701621621622
199.89.799566486486499.828-0.02843351351351350.000433513513513617
2010.089.982231351351359.9640.01823135135135130.097768648648648
2110.210.134096216216210.1020.03209621621621610.0659037837837815
2210.2310.143404324324310.156-0.01259567567567560.0865956756756763
2310.210.132701621621610.142-0.00929837837837830.0672983783783785
2410.0710.083566486486510.112-0.0284335135135135-0.0135664864864857
2510.0110.068231351351410.050.0182313513513513-0.0582313513513508
2610.0510.048096216216210.0160.03209621621621610.00190378378378497
279.9210.025404324324310.038-0.0125956756756756-0.105404324324324
2810.0310.046701621621610.056-0.0092983783783783-0.0167016216216229
2910.1810.049566486486510.078-0.02843351351351350.130433513513513
3010.110.142231351351410.1240.0182313513513513-0.0422313513513526
3110.1610.176096216216210.1440.0320962162162161-0.0160962162162157
3210.1510.113404324324310.126-0.01259567567567560.0365956756756756
3310.1310.132701621621610.142-0.0092983783783783-0.0027016216216218
3410.0910.093566486486510.122-0.0284335135135135-0.00356648648648594
3510.1810.040231351351410.0220.01823135135135130.139768648648648
3610.069.976096216216229.9440.03209621621621610.0839037837837839
379.659.819404324324329.832-0.0125956756756756-0.169404324324324
389.749.686701621621629.696-0.00929837837837830.0532983783783774
399.539.455566486486499.484-0.02843351351351350.0744335135135135
409.59.402231351351359.3840.01823135135135130.097768648648648
4199.332096216216229.30.0320962162162161-0.332096216216216
429.159.305404324324329.318-0.0125956756756756-0.155404324324323
439.329.326701621621629.336-0.0092983783783783-0.00670162162162136
449.629.381566486486499.41-0.02843351351351350.238433513513513
459.599.468231351351359.450.01823135135135130.121768648648647
469.379.482096216216229.450.0320962162162161-0.112096216216216
479.359.411404324324329.424-0.0125956756756756-0.0614043243243234
489.329.400701621621629.41-0.0092983783783783-0.0807016216216212
499.499.425566486486499.454-0.02843351351351350.0644335135135137
509.529.472231351351359.4540.01823135135135130.0477686486486473
519.599.462096216216229.430.03209621621621610.127903783783784
529.359.433404324324329.446-0.0125956756756756-0.0834043243243237
539.29.488701621621629.498-0.0092983783783783-0.288701621621621
549.579.509566486486499.538-0.02843351351351350.0604335135135141
559.789.600231351351359.5820.01823135135135130.179768648648647
569.799.680096216216229.6480.03209621621621610.109903783783782
579.579.651404324324339.664-0.0125956756756756-0.0814043243243248
589.539.570701621621629.58-0.0092983783783783-0.0407016216216221
599.659.473566486486499.502-0.02843351351351350.176433513513514
609.369.470231351351359.4520.0182313513513513-0.110231351351354
619.49.440096216216229.4080.0320962162162161-0.0400962162162166
629.329.303404324324329.316-0.01259567567567560.016595675675676
639.319.312701621621629.322-0.0092983783783783-0.0027016216216218
649.199.269566486486499.298-0.0284335135135135-0.0795664864864865
659.399.308231351351359.290.01823135135135130.081768648648648
669.289.322096216216219.290.0320962162162161-0.0420962162162155
679.289.295404324324329.308-0.0125956756756756-0.015404324324324
689.319.282701621621629.292-0.00929837837837830.0272983783783793
699.289.277566486486499.306-0.02843351351351350.00243351351351251
709.319.306231351351359.2880.01823135135135130.00376864864864856
719.359.272096216216229.240.03209621621621610.0779037837837837
729.199.163404324324329.176-0.01259567567567560.0265956756756758
739.079.042701621621629.052-0.00929837837837830.0272983783783793
748.968.869566486486498.898-0.02843351351351350.0904335135135153
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1916.36NANANANA



Parameters (Session):
par1 = additive ; par2 = 5 ;
Parameters (R input):
par1 = additive ; par2 = 5 ;
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')