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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 computationMon, 15 Dec 2014 15:48:36 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/15/t14186585522wcexayc2av3p0y.htm/, Retrieved Thu, 16 May 2024 19:59:50 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=268658, Retrieved Thu, 16 May 2024 19:59:50 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact70

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Multiple Regression] [Mult. regr. EX PR...] [2014-12-14 14:27:28] [5efa6717cfe6505454df834acc87b53b]
- RMPD    [Classical Decomposition] [] [2014-12-15 15:48:36] [ff8f75f765a8f6d34a5ce09978012557] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
12,9
7,4
12,2
12,8
7,4
6,7
12,6
14,8
13,3
11,1
8,2
11,4
6,4
10,6
12
6,3
11,3
11,9
9,3
9,6
10
6,4
13,8
10,8
13,8
11,7
10,9
16,1
13,4
9,9
11,5
8,3
11,7
6,1
9
9,7
10,8
10,3
10,4
12,7
9,3
11,8
5,9
11,4
13
10,8
12,3
11,3
11,8
7,9
12,7
12,3
11,6
6,7
10,9
12,1
13,3
10,1
5,7
14,3
8
13,3
9,3
12,5
7,6
15,9
9,2
9,1
11,1
13
14,5
12,2
12,3
11,4
8,8
14,6
7,3
12,6
13
12,6
13,2
9,9
7,7
10,5
13,4
10,9
4,3
10,3
11,8
11,2
11,4
8,6
13,2
12,6
5,6
9,9
8,8
7,7
9
7,3
11,4
13,6
7,9
10,7
10,3
8,3
9,6
14,2
8,5
13,5
4,9
6,4
9,6
11,6
11,1
4,35
12,7
18,1
17,85
16,6
12,6
17,1
19,1
16,1
13,35
18,4
14,7
10,6
12,6
16,2
13,6
18,9
14,1
14,5
16,15
14,75
14,8
12,45
12,65
17,35
8,6
18,4
16,1
11,6
17,75
15,25
17,65
15,6
16,35
17,65
13,6
11,7
14,35
14,75
18,25
9,9
16
18,25
16,85
14,6
13,85
18,95
15,6
14,85
11,75
18,45
15,9
17,1
16,1
19,9
10,95
18,45
15,1
15
11,35
15,95
18,1
14,6
15,4
15,4
17,6
13,35
19,1
15,35
7,6
13,4
13,9
19,1
15,25
12,9
16,1
17,35
13,15
12,15
12,6
10,35
15,4
9,6
18,2
13,6
14,85
14,75
14,1
14,9
16,25
19,25
13,6
13,6
15,65
12,75
14,6
9,85
12,65
11,9
19,2
16,6
11,2
15,25
11,9
13,2
16,35
12,4
15,85
14,35
18,15
11,15
15,65
17,75
7,65
12,35
15,6
19,3
15,2
17,1
15,6
18,4
19,05
18,55
19,1
13,1
12,85
9,5
4,5
11,85
13,6
11,7
12,4
13,35
11,4
14,9
19,9
17,75
11,2
14,6
17,6
14,05
16,1
13,35
11,85
11,95
14,75
15,15
13,2
16,85
7,85
7,7
12,6
7,85
10,95
12,35
9,95
14,9
16,65
13,4
13,95
15,7
16,85
10,95
15,35
12,2
15,1
17,75
15,2
14,6
16,65
8,1

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'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 & 4 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=268658&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]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=268658&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268658&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'Herman Ole Andreas Wold' @ wold.wessa.net






Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
112.9NANA-0.614333NA
27.4NANA-0.077376NA
312.2NANA-0.585256NA
412.8NANA-0.155456NA
57.4NANA-0.339295NA
66.7NANA0.218943NA
712.610.034110.6292-0.5950392.56587
814.810.076510.4917-0.4151484.72348
913.311.165510.61670.5488022.13453
1011.110.514310.33750.1767910.585709
118.210.96710.22920.737841-2.76701
1211.411.707910.60831.09953-0.30786
136.410.073210.6875-0.614333-3.67317
1410.610.25610.3333-0.0773760.344043
15129.393919.97917-0.5852562.60609
166.39.490389.64583-0.155456-3.19038
1711.39.344049.68333-0.3392951.95596
1811.910.11069.891670.2189431.78939
199.39.5799610.175-0.595039-0.279961
209.610.11410.5292-0.415148-0.514019
211011.07810.52920.548802-1.07797
226.411.068510.89170.176791-4.66846
2313.812.125311.38750.7378411.67466
2410.812.491211.39171.09953-1.69119
2513.810.785711.4-0.6143333.01433
2611.711.360111.4375-0.0773760.339876
2710.910.868911.4542-0.5852560.0310898
2816.111.35711.5125-0.1554564.74296
2913.410.960711.3-0.3392952.4393
309.911.273111.05420.218943-1.37311
3111.510.288310.8833-0.5950391.21171
328.310.284910.7-0.415148-1.98485
3311.711.169610.62080.5488020.530365
346.110.635110.45830.176791-4.53512
35910.883710.14580.737841-1.88367
369.711.153710.05421.09953-1.45369
3710.89.285679.9-0.6143331.51433
3810.39.718469.79583-0.0773760.581543
3910.49.393919.97917-0.5852561.00609
4012.710.073710.2292-0.1554562.62629
419.310.223210.5625-0.339295-0.923205
4211.810.985610.76670.2189430.81439
435.910.2810.875-0.595039-4.37996
4411.410.401510.8167-0.4151480.998481
451311.361310.81250.5488021.6387
4610.811.068510.89170.176791-0.268457
4712.311.708710.97080.7378410.591325
4811.311.953710.85421.09953-0.653693
4911.810.235710.85-0.6143331.56433
507.911.010111.0875-0.077376-3.11012
5112.710.543911.1292-0.5852562.15609
5212.310.95711.1125-0.1554561.34296
5311.610.46910.8083-0.3392951.13096
546.710.877310.65830.218943-4.17728
5510.910.0310.625-0.5950390.870039
5612.110.276510.6917-0.4151481.82348
5713.311.323810.7750.5488021.9762
5810.110.818510.64170.176791-0.718457
595.711.221210.48330.737841-5.52117
6014.311.799510.71.099532.50047
61810.398211.0125-0.614333-2.39817
6213.310.739310.8167-0.0773762.56071
639.310.014710.6-0.585256-0.714744
6412.510.473710.6292-0.1554562.02629
657.610.777411.1167-0.339295-3.17737
6615.911.614811.39580.2189434.28522
679.210.892511.4875-0.595039-1.69246
689.111.172411.5875-0.415148-2.07235
6911.112.036311.48750.548802-0.936302
701311.73111.55420.1767911.26904
7114.512.36711.62920.7378412.13299
7212.212.578711.47921.09953-0.378693
7312.310.885711.5-0.6143331.41433
7411.411.726811.8042-0.077376-0.326791
758.811.452212.0375-0.585256-2.65224
7614.611.840411.9958-0.1554562.75962
777.311.24411.5833-0.339295-3.94404
7812.611.448111.22920.2189431.15189
791310.609111.2042-0.5950392.39087
8012.610.81411.2292-0.4151481.78598
8113.211.569611.02080.5488021.63037
829.910.83110.65420.176791-0.930957
837.711.400310.66250.737841-3.70034
8410.511.891210.79171.09953-1.39119
8513.410.052310.6667-0.6143333.34767
8610.910.35610.4333-0.0773760.544043
874.39.6814110.2667-0.585256-5.38141
8810.310.223710.3792-0.1554560.076289
8911.810.064910.4042-0.3392951.73513
9011.210.510610.29170.2189430.68939
9111.49.4799610.075-0.5950391.92004
928.69.334859.75-0.415148-0.734852
9313.210.36139.81250.5488022.8387
9412.610.06019.883330.1767912.53988
955.610.47959.741670.737841-4.87951
969.910.92459.8251.09953-1.02453
978.89.164839.77917-0.614333-0.364834
987.79.643469.72083-0.077376-1.94346
9999.102249.6875-0.585256-0.102244
1007.39.232049.3875-0.155456-1.93204
10111.49.03579.375-0.3392952.3643
10213.69.939789.720830.2189433.66022
1037.99.292469.8875-0.595039-1.39246
10410.79.7015210.1167-0.4151480.998481
10510.310.736310.18750.548802-0.436302
1068.310.1569.979170.176791-1.85596
1079.610.60459.866670.737841-1.00451
10814.210.80799.708331.099533.39214
1098.59.1449.75833-0.614333-0.644001
11013.59.549719.62708-0.0773763.95029
1114.98.877249.4625-0.585256-3.97724
1126.49.815389.97083-0.155456-3.41538
1139.610.383610.7229-0.339295-0.783621
11411.611.385611.16670.2189430.21439
11511.110.842511.4375-0.5950390.257539
1164.3511.343211.7583-0.415148-6.99319
11712.713.048812.50.548802-0.348802
11818.113.672613.49580.1767914.42738
11917.8514.794114.05630.7378413.05591
12016.615.595414.49581.099531.00464
12112.614.314814.9292-0.614333-1.71483
12217.115.262215.3396-0.0773761.83779
12319.115.010615.5958-0.5852564.08942
12416.115.35715.5125-0.1554560.742956
12513.3514.91715.2562-0.339295-1.56695
12618.415.393915.1750.2189433.00606
12714.714.738315.3333-0.595039-0.0382943
12810.614.872415.2875-0.415148-4.27235
12912.615.605115.05620.548802-3.00505
13016.215.053914.87710.1767911.14613
13113.615.619114.88120.737841-2.01909
13218.915.793314.69371.099533.10672
13314.113.746114.3604-0.6143330.353916
13414.514.478914.5562-0.0773760.021126
13516.1514.085614.6708-0.5852562.06442
13614.7514.440414.5958-0.1554560.309622
13714.814.452414.7917-0.3392950.347629
13812.4514.810614.59170.218943-2.36061
13912.6513.844514.4396-0.595039-1.19454
14017.3514.207814.6229-0.4151483.14223
1418.615.265514.71670.548802-6.66547
14218.414.991414.81460.1767913.40863
14316.115.652414.91460.7378410.447575
14411.616.295415.19581.09953-4.69536
14517.7514.837815.4521-0.6143332.91225
14615.2515.178915.2562-0.0773760.071126
14717.6514.675215.2604-0.5852562.97484
14815.615.192515.3479-0.1554560.407539
14916.3514.946115.2854-0.3392951.40388
15017.6515.523115.30420.2189432.12689
15113.614.565415.1604-0.595039-0.965378
15211.714.797415.2125-0.415148-3.09735
15314.3515.85315.30420.548802-1.50297
15414.7515.40615.22920.176791-0.655957
15518.2515.821215.08330.7378412.42883
1569.916.132915.03331.09953-6.23286
1571614.556515.1708-0.6143331.4435
15818.2515.30815.3854-0.0773762.94196
15916.8514.823115.4083-0.5852562.02692
16014.615.298715.4542-0.155456-0.698711
16113.8515.171115.5104-0.339295-1.32112
16218.9515.931415.71250.2189433.01856
16315.615.421616.0167-0.5950390.178372
16414.8515.674416.0896-0.415148-0.824436
16511.7516.461315.91250.548802-4.7113
16618.4516.003915.82710.1767912.44613
16715.916.777416.03960.737841-0.877425
16817.117.026615.92711.099530.0733905
16916.114.971115.5854-0.6143331.12892
17019.915.376815.4542-0.0773764.52321
17110.9515.179315.7646-0.585256-4.22933
17218.4515.713315.8688-0.1554562.73671
17315.115.348215.6875-0.339295-0.248205
1741515.814815.59580.218943-0.814777
17511.3514.992515.5875-0.595039-3.64246
17615.9514.961915.3771-0.4151480.988064
17718.115.992615.44380.5488022.10745
17814.615.83115.65420.176791-1.23096
17915.415.950315.21250.737841-0.550341
18015.415.932914.83331.09953-0.53286
18117.614.258614.8729-0.6143333.34142
18213.3515.03315.1104-0.077376-1.68304
18319.114.537715.1229-0.5852564.56234
18415.3514.777914.9333-0.1554560.572122
1857.614.552414.8917-0.339295-6.95237
18613.415.22115.00210.218943-1.82103
18713.914.302914.8979-0.595039-0.402878
18819.114.247414.6625-0.4151484.85265
18915.2514.890514.34170.5488020.359532
19012.914.039313.86250.176791-1.13929
19116.114.71713.97920.7378411.38299
19217.3515.245414.14581.099532.10464
19313.1513.552314.1667-0.614333-0.402334
19412.1514.039314.1167-0.077376-1.88929
19512.613.285613.8708-0.585256-0.685577
19610.3513.775813.9312-0.155456-3.42579
19715.413.585713.925-0.3392951.8143
1989.613.958513.73960.218943-4.35853
19918.213.171613.7667-0.5950395.02837
20013.613.776514.1917-0.415148-0.176519
20114.8515.07814.52920.548802-0.227968
20214.7514.88314.70620.176791-0.133041
20314.115.589914.85210.737841-1.48992
20414.916.093314.99371.09953-1.19328
20516.2514.360714.975-0.6143331.88933
20619.2514.591414.6687-0.0773764.65863
20713.613.835614.4208-0.585256-0.235577
20813.614.05514.2104-0.155456-0.454961
20915.6513.964914.3042-0.3392951.68513
21012.7514.806414.58750.218943-2.05644
21114.613.852914.4479-0.5950390.747122
2129.8513.655714.0708-0.415148-3.80569
21312.6514.382113.83330.548802-1.73213
21411.913.922613.74580.176791-2.02262
21519.214.496213.75830.7378414.70383
21616.614.872413.77291.099531.72756
21711.213.196113.8104-0.614333-1.99608
21815.2513.972614.05-0.0773761.27738
21911.913.881414.4667-0.585256-1.98141
22013.214.509114.6646-0.155456-1.30913
22116.3514.146114.4854-0.3392952.20388
22212.414.604414.38540.218943-2.20436
22315.8513.690414.2854-0.5950392.15962
22414.3513.601514.0167-0.4151480.748481
22518.1514.598814.050.5488023.5512
22611.1514.635114.45830.176791-3.48512
22715.6515.402414.66460.7378410.247575
22817.7515.91214.81251.099531.83797
2297.6514.383614.9979-0.614333-6.73358
23012.3515.078915.1562-0.077376-2.72887
23115.614.777215.3625-0.5852560.822756
23219.315.552915.7083-0.1554563.74712
23315.215.821116.1604-0.339295-0.621121
23417.116.329416.11040.2189430.77064
23515.615.538316.1333-0.5950390.0617057
23618.415.816116.2313-0.4151482.5839
23719.0516.198815.650.5488022.8512
23818.5515.053914.87710.1767913.49613
23919.115.237814.50.7378413.86216
24013.115.307914.20831.09953-2.20786
24112.8513.235713.85-0.614333-0.385667
2429.513.428913.5062-0.077376-3.92887
2434.512.391812.9771-0.585256-7.89183
24411.8512.350812.5062-0.155456-0.500794
24513.612.048212.3875-0.3392951.5518
24611.712.833512.61460.218943-1.13353
24712.412.144512.7396-0.5950390.255456
24813.3512.468212.8833-0.4151480.881814
24911.414.190513.64170.548802-2.79047
25014.914.45614.27920.1767910.444043
25119.915.212814.4750.7378414.68716
25217.7515.747414.64791.099532.00256
25311.214.079414.6937-0.614333-2.87942
25414.614.535114.6125-0.0773760.064876
25517.614.108514.6938-0.5852563.49151
25614.0514.688314.8437-0.155456-0.638294
25716.114.235714.575-0.3392951.8643
25813.3514.477314.25830.218943-1.12728
25911.8513.486214.0812-0.595039-1.63621
26011.9513.23913.6542-0.415148-1.28902
26114.7513.707113.15830.5488021.04287
26215.1512.868512.69170.1767912.28154
26313.212.956612.21880.7378410.243409
26416.8513.06211.96251.099533.78797
2657.8511.227311.8417-0.614333-3.37733
2667.711.80811.8854-0.077376-4.10804
26712.611.502212.0875-0.5852561.09776
2687.8511.938312.0938-0.155456-4.08829
26910.9511.712812.0521-0.339295-0.762788
27012.3512.254412.03540.2189430.0956402
2719.9511.767512.3625-0.595039-1.81746
27214.912.457812.8729-0.4151482.44223
27316.6513.671713.12290.5488022.97828
27413.413.595513.41870.176791-0.195541
27513.9514.510813.77290.737841-0.560758
27615.715.270414.17081.099530.42964
27716.8514.000314.6146-0.6143332.84975
27810.9514.743514.8208-0.077376-3.79346
27915.3514.223114.8083-0.5852561.12692
28012.214.43214.5875-0.155456-2.23204
28115.1NANA-0.339295NA
28217.75NANA0.218943NA
28315.2NANA-0.595039NA
28414.6NANA-0.415148NA
28516.65NANA0.548802NA
2868.1NANA0.176791NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 12.9 & NA & NA & -0.614333 & NA \tabularnewline
2 & 7.4 & NA & NA & -0.077376 & NA \tabularnewline
3 & 12.2 & NA & NA & -0.585256 & NA \tabularnewline
4 & 12.8 & NA & NA & -0.155456 & NA \tabularnewline
5 & 7.4 & NA & NA & -0.339295 & NA \tabularnewline
6 & 6.7 & NA & NA & 0.218943 & NA \tabularnewline
7 & 12.6 & 10.0341 & 10.6292 & -0.595039 & 2.56587 \tabularnewline
8 & 14.8 & 10.0765 & 10.4917 & -0.415148 & 4.72348 \tabularnewline
9 & 13.3 & 11.1655 & 10.6167 & 0.548802 & 2.13453 \tabularnewline
10 & 11.1 & 10.5143 & 10.3375 & 0.176791 & 0.585709 \tabularnewline
11 & 8.2 & 10.967 & 10.2292 & 0.737841 & -2.76701 \tabularnewline
12 & 11.4 & 11.7079 & 10.6083 & 1.09953 & -0.30786 \tabularnewline
13 & 6.4 & 10.0732 & 10.6875 & -0.614333 & -3.67317 \tabularnewline
14 & 10.6 & 10.256 & 10.3333 & -0.077376 & 0.344043 \tabularnewline
15 & 12 & 9.39391 & 9.97917 & -0.585256 & 2.60609 \tabularnewline
16 & 6.3 & 9.49038 & 9.64583 & -0.155456 & -3.19038 \tabularnewline
17 & 11.3 & 9.34404 & 9.68333 & -0.339295 & 1.95596 \tabularnewline
18 & 11.9 & 10.1106 & 9.89167 & 0.218943 & 1.78939 \tabularnewline
19 & 9.3 & 9.57996 & 10.175 & -0.595039 & -0.279961 \tabularnewline
20 & 9.6 & 10.114 & 10.5292 & -0.415148 & -0.514019 \tabularnewline
21 & 10 & 11.078 & 10.5292 & 0.548802 & -1.07797 \tabularnewline
22 & 6.4 & 11.0685 & 10.8917 & 0.176791 & -4.66846 \tabularnewline
23 & 13.8 & 12.1253 & 11.3875 & 0.737841 & 1.67466 \tabularnewline
24 & 10.8 & 12.4912 & 11.3917 & 1.09953 & -1.69119 \tabularnewline
25 & 13.8 & 10.7857 & 11.4 & -0.614333 & 3.01433 \tabularnewline
26 & 11.7 & 11.3601 & 11.4375 & -0.077376 & 0.339876 \tabularnewline
27 & 10.9 & 10.8689 & 11.4542 & -0.585256 & 0.0310898 \tabularnewline
28 & 16.1 & 11.357 & 11.5125 & -0.155456 & 4.74296 \tabularnewline
29 & 13.4 & 10.9607 & 11.3 & -0.339295 & 2.4393 \tabularnewline
30 & 9.9 & 11.2731 & 11.0542 & 0.218943 & -1.37311 \tabularnewline
31 & 11.5 & 10.2883 & 10.8833 & -0.595039 & 1.21171 \tabularnewline
32 & 8.3 & 10.2849 & 10.7 & -0.415148 & -1.98485 \tabularnewline
33 & 11.7 & 11.1696 & 10.6208 & 0.548802 & 0.530365 \tabularnewline
34 & 6.1 & 10.6351 & 10.4583 & 0.176791 & -4.53512 \tabularnewline
35 & 9 & 10.8837 & 10.1458 & 0.737841 & -1.88367 \tabularnewline
36 & 9.7 & 11.1537 & 10.0542 & 1.09953 & -1.45369 \tabularnewline
37 & 10.8 & 9.28567 & 9.9 & -0.614333 & 1.51433 \tabularnewline
38 & 10.3 & 9.71846 & 9.79583 & -0.077376 & 0.581543 \tabularnewline
39 & 10.4 & 9.39391 & 9.97917 & -0.585256 & 1.00609 \tabularnewline
40 & 12.7 & 10.0737 & 10.2292 & -0.155456 & 2.62629 \tabularnewline
41 & 9.3 & 10.2232 & 10.5625 & -0.339295 & -0.923205 \tabularnewline
42 & 11.8 & 10.9856 & 10.7667 & 0.218943 & 0.81439 \tabularnewline
43 & 5.9 & 10.28 & 10.875 & -0.595039 & -4.37996 \tabularnewline
44 & 11.4 & 10.4015 & 10.8167 & -0.415148 & 0.998481 \tabularnewline
45 & 13 & 11.3613 & 10.8125 & 0.548802 & 1.6387 \tabularnewline
46 & 10.8 & 11.0685 & 10.8917 & 0.176791 & -0.268457 \tabularnewline
47 & 12.3 & 11.7087 & 10.9708 & 0.737841 & 0.591325 \tabularnewline
48 & 11.3 & 11.9537 & 10.8542 & 1.09953 & -0.653693 \tabularnewline
49 & 11.8 & 10.2357 & 10.85 & -0.614333 & 1.56433 \tabularnewline
50 & 7.9 & 11.0101 & 11.0875 & -0.077376 & -3.11012 \tabularnewline
51 & 12.7 & 10.5439 & 11.1292 & -0.585256 & 2.15609 \tabularnewline
52 & 12.3 & 10.957 & 11.1125 & -0.155456 & 1.34296 \tabularnewline
53 & 11.6 & 10.469 & 10.8083 & -0.339295 & 1.13096 \tabularnewline
54 & 6.7 & 10.8773 & 10.6583 & 0.218943 & -4.17728 \tabularnewline
55 & 10.9 & 10.03 & 10.625 & -0.595039 & 0.870039 \tabularnewline
56 & 12.1 & 10.2765 & 10.6917 & -0.415148 & 1.82348 \tabularnewline
57 & 13.3 & 11.3238 & 10.775 & 0.548802 & 1.9762 \tabularnewline
58 & 10.1 & 10.8185 & 10.6417 & 0.176791 & -0.718457 \tabularnewline
59 & 5.7 & 11.2212 & 10.4833 & 0.737841 & -5.52117 \tabularnewline
60 & 14.3 & 11.7995 & 10.7 & 1.09953 & 2.50047 \tabularnewline
61 & 8 & 10.3982 & 11.0125 & -0.614333 & -2.39817 \tabularnewline
62 & 13.3 & 10.7393 & 10.8167 & -0.077376 & 2.56071 \tabularnewline
63 & 9.3 & 10.0147 & 10.6 & -0.585256 & -0.714744 \tabularnewline
64 & 12.5 & 10.4737 & 10.6292 & -0.155456 & 2.02629 \tabularnewline
65 & 7.6 & 10.7774 & 11.1167 & -0.339295 & -3.17737 \tabularnewline
66 & 15.9 & 11.6148 & 11.3958 & 0.218943 & 4.28522 \tabularnewline
67 & 9.2 & 10.8925 & 11.4875 & -0.595039 & -1.69246 \tabularnewline
68 & 9.1 & 11.1724 & 11.5875 & -0.415148 & -2.07235 \tabularnewline
69 & 11.1 & 12.0363 & 11.4875 & 0.548802 & -0.936302 \tabularnewline
70 & 13 & 11.731 & 11.5542 & 0.176791 & 1.26904 \tabularnewline
71 & 14.5 & 12.367 & 11.6292 & 0.737841 & 2.13299 \tabularnewline
72 & 12.2 & 12.5787 & 11.4792 & 1.09953 & -0.378693 \tabularnewline
73 & 12.3 & 10.8857 & 11.5 & -0.614333 & 1.41433 \tabularnewline
74 & 11.4 & 11.7268 & 11.8042 & -0.077376 & -0.326791 \tabularnewline
75 & 8.8 & 11.4522 & 12.0375 & -0.585256 & -2.65224 \tabularnewline
76 & 14.6 & 11.8404 & 11.9958 & -0.155456 & 2.75962 \tabularnewline
77 & 7.3 & 11.244 & 11.5833 & -0.339295 & -3.94404 \tabularnewline
78 & 12.6 & 11.4481 & 11.2292 & 0.218943 & 1.15189 \tabularnewline
79 & 13 & 10.6091 & 11.2042 & -0.595039 & 2.39087 \tabularnewline
80 & 12.6 & 10.814 & 11.2292 & -0.415148 & 1.78598 \tabularnewline
81 & 13.2 & 11.5696 & 11.0208 & 0.548802 & 1.63037 \tabularnewline
82 & 9.9 & 10.831 & 10.6542 & 0.176791 & -0.930957 \tabularnewline
83 & 7.7 & 11.4003 & 10.6625 & 0.737841 & -3.70034 \tabularnewline
84 & 10.5 & 11.8912 & 10.7917 & 1.09953 & -1.39119 \tabularnewline
85 & 13.4 & 10.0523 & 10.6667 & -0.614333 & 3.34767 \tabularnewline
86 & 10.9 & 10.356 & 10.4333 & -0.077376 & 0.544043 \tabularnewline
87 & 4.3 & 9.68141 & 10.2667 & -0.585256 & -5.38141 \tabularnewline
88 & 10.3 & 10.2237 & 10.3792 & -0.155456 & 0.076289 \tabularnewline
89 & 11.8 & 10.0649 & 10.4042 & -0.339295 & 1.73513 \tabularnewline
90 & 11.2 & 10.5106 & 10.2917 & 0.218943 & 0.68939 \tabularnewline
91 & 11.4 & 9.47996 & 10.075 & -0.595039 & 1.92004 \tabularnewline
92 & 8.6 & 9.33485 & 9.75 & -0.415148 & -0.734852 \tabularnewline
93 & 13.2 & 10.3613 & 9.8125 & 0.548802 & 2.8387 \tabularnewline
94 & 12.6 & 10.0601 & 9.88333 & 0.176791 & 2.53988 \tabularnewline
95 & 5.6 & 10.4795 & 9.74167 & 0.737841 & -4.87951 \tabularnewline
96 & 9.9 & 10.9245 & 9.825 & 1.09953 & -1.02453 \tabularnewline
97 & 8.8 & 9.16483 & 9.77917 & -0.614333 & -0.364834 \tabularnewline
98 & 7.7 & 9.64346 & 9.72083 & -0.077376 & -1.94346 \tabularnewline
99 & 9 & 9.10224 & 9.6875 & -0.585256 & -0.102244 \tabularnewline
100 & 7.3 & 9.23204 & 9.3875 & -0.155456 & -1.93204 \tabularnewline
101 & 11.4 & 9.0357 & 9.375 & -0.339295 & 2.3643 \tabularnewline
102 & 13.6 & 9.93978 & 9.72083 & 0.218943 & 3.66022 \tabularnewline
103 & 7.9 & 9.29246 & 9.8875 & -0.595039 & -1.39246 \tabularnewline
104 & 10.7 & 9.70152 & 10.1167 & -0.415148 & 0.998481 \tabularnewline
105 & 10.3 & 10.7363 & 10.1875 & 0.548802 & -0.436302 \tabularnewline
106 & 8.3 & 10.156 & 9.97917 & 0.176791 & -1.85596 \tabularnewline
107 & 9.6 & 10.6045 & 9.86667 & 0.737841 & -1.00451 \tabularnewline
108 & 14.2 & 10.8079 & 9.70833 & 1.09953 & 3.39214 \tabularnewline
109 & 8.5 & 9.144 & 9.75833 & -0.614333 & -0.644001 \tabularnewline
110 & 13.5 & 9.54971 & 9.62708 & -0.077376 & 3.95029 \tabularnewline
111 & 4.9 & 8.87724 & 9.4625 & -0.585256 & -3.97724 \tabularnewline
112 & 6.4 & 9.81538 & 9.97083 & -0.155456 & -3.41538 \tabularnewline
113 & 9.6 & 10.3836 & 10.7229 & -0.339295 & -0.783621 \tabularnewline
114 & 11.6 & 11.3856 & 11.1667 & 0.218943 & 0.21439 \tabularnewline
115 & 11.1 & 10.8425 & 11.4375 & -0.595039 & 0.257539 \tabularnewline
116 & 4.35 & 11.3432 & 11.7583 & -0.415148 & -6.99319 \tabularnewline
117 & 12.7 & 13.0488 & 12.5 & 0.548802 & -0.348802 \tabularnewline
118 & 18.1 & 13.6726 & 13.4958 & 0.176791 & 4.42738 \tabularnewline
119 & 17.85 & 14.7941 & 14.0563 & 0.737841 & 3.05591 \tabularnewline
120 & 16.6 & 15.5954 & 14.4958 & 1.09953 & 1.00464 \tabularnewline
121 & 12.6 & 14.3148 & 14.9292 & -0.614333 & -1.71483 \tabularnewline
122 & 17.1 & 15.2622 & 15.3396 & -0.077376 & 1.83779 \tabularnewline
123 & 19.1 & 15.0106 & 15.5958 & -0.585256 & 4.08942 \tabularnewline
124 & 16.1 & 15.357 & 15.5125 & -0.155456 & 0.742956 \tabularnewline
125 & 13.35 & 14.917 & 15.2562 & -0.339295 & -1.56695 \tabularnewline
126 & 18.4 & 15.3939 & 15.175 & 0.218943 & 3.00606 \tabularnewline
127 & 14.7 & 14.7383 & 15.3333 & -0.595039 & -0.0382943 \tabularnewline
128 & 10.6 & 14.8724 & 15.2875 & -0.415148 & -4.27235 \tabularnewline
129 & 12.6 & 15.6051 & 15.0562 & 0.548802 & -3.00505 \tabularnewline
130 & 16.2 & 15.0539 & 14.8771 & 0.176791 & 1.14613 \tabularnewline
131 & 13.6 & 15.6191 & 14.8812 & 0.737841 & -2.01909 \tabularnewline
132 & 18.9 & 15.7933 & 14.6937 & 1.09953 & 3.10672 \tabularnewline
133 & 14.1 & 13.7461 & 14.3604 & -0.614333 & 0.353916 \tabularnewline
134 & 14.5 & 14.4789 & 14.5562 & -0.077376 & 0.021126 \tabularnewline
135 & 16.15 & 14.0856 & 14.6708 & -0.585256 & 2.06442 \tabularnewline
136 & 14.75 & 14.4404 & 14.5958 & -0.155456 & 0.309622 \tabularnewline
137 & 14.8 & 14.4524 & 14.7917 & -0.339295 & 0.347629 \tabularnewline
138 & 12.45 & 14.8106 & 14.5917 & 0.218943 & -2.36061 \tabularnewline
139 & 12.65 & 13.8445 & 14.4396 & -0.595039 & -1.19454 \tabularnewline
140 & 17.35 & 14.2078 & 14.6229 & -0.415148 & 3.14223 \tabularnewline
141 & 8.6 & 15.2655 & 14.7167 & 0.548802 & -6.66547 \tabularnewline
142 & 18.4 & 14.9914 & 14.8146 & 0.176791 & 3.40863 \tabularnewline
143 & 16.1 & 15.6524 & 14.9146 & 0.737841 & 0.447575 \tabularnewline
144 & 11.6 & 16.2954 & 15.1958 & 1.09953 & -4.69536 \tabularnewline
145 & 17.75 & 14.8378 & 15.4521 & -0.614333 & 2.91225 \tabularnewline
146 & 15.25 & 15.1789 & 15.2562 & -0.077376 & 0.071126 \tabularnewline
147 & 17.65 & 14.6752 & 15.2604 & -0.585256 & 2.97484 \tabularnewline
148 & 15.6 & 15.1925 & 15.3479 & -0.155456 & 0.407539 \tabularnewline
149 & 16.35 & 14.9461 & 15.2854 & -0.339295 & 1.40388 \tabularnewline
150 & 17.65 & 15.5231 & 15.3042 & 0.218943 & 2.12689 \tabularnewline
151 & 13.6 & 14.5654 & 15.1604 & -0.595039 & -0.965378 \tabularnewline
152 & 11.7 & 14.7974 & 15.2125 & -0.415148 & -3.09735 \tabularnewline
153 & 14.35 & 15.853 & 15.3042 & 0.548802 & -1.50297 \tabularnewline
154 & 14.75 & 15.406 & 15.2292 & 0.176791 & -0.655957 \tabularnewline
155 & 18.25 & 15.8212 & 15.0833 & 0.737841 & 2.42883 \tabularnewline
156 & 9.9 & 16.1329 & 15.0333 & 1.09953 & -6.23286 \tabularnewline
157 & 16 & 14.5565 & 15.1708 & -0.614333 & 1.4435 \tabularnewline
158 & 18.25 & 15.308 & 15.3854 & -0.077376 & 2.94196 \tabularnewline
159 & 16.85 & 14.8231 & 15.4083 & -0.585256 & 2.02692 \tabularnewline
160 & 14.6 & 15.2987 & 15.4542 & -0.155456 & -0.698711 \tabularnewline
161 & 13.85 & 15.1711 & 15.5104 & -0.339295 & -1.32112 \tabularnewline
162 & 18.95 & 15.9314 & 15.7125 & 0.218943 & 3.01856 \tabularnewline
163 & 15.6 & 15.4216 & 16.0167 & -0.595039 & 0.178372 \tabularnewline
164 & 14.85 & 15.6744 & 16.0896 & -0.415148 & -0.824436 \tabularnewline
165 & 11.75 & 16.4613 & 15.9125 & 0.548802 & -4.7113 \tabularnewline
166 & 18.45 & 16.0039 & 15.8271 & 0.176791 & 2.44613 \tabularnewline
167 & 15.9 & 16.7774 & 16.0396 & 0.737841 & -0.877425 \tabularnewline
168 & 17.1 & 17.0266 & 15.9271 & 1.09953 & 0.0733905 \tabularnewline
169 & 16.1 & 14.9711 & 15.5854 & -0.614333 & 1.12892 \tabularnewline
170 & 19.9 & 15.3768 & 15.4542 & -0.077376 & 4.52321 \tabularnewline
171 & 10.95 & 15.1793 & 15.7646 & -0.585256 & -4.22933 \tabularnewline
172 & 18.45 & 15.7133 & 15.8688 & -0.155456 & 2.73671 \tabularnewline
173 & 15.1 & 15.3482 & 15.6875 & -0.339295 & -0.248205 \tabularnewline
174 & 15 & 15.8148 & 15.5958 & 0.218943 & -0.814777 \tabularnewline
175 & 11.35 & 14.9925 & 15.5875 & -0.595039 & -3.64246 \tabularnewline
176 & 15.95 & 14.9619 & 15.3771 & -0.415148 & 0.988064 \tabularnewline
177 & 18.1 & 15.9926 & 15.4438 & 0.548802 & 2.10745 \tabularnewline
178 & 14.6 & 15.831 & 15.6542 & 0.176791 & -1.23096 \tabularnewline
179 & 15.4 & 15.9503 & 15.2125 & 0.737841 & -0.550341 \tabularnewline
180 & 15.4 & 15.9329 & 14.8333 & 1.09953 & -0.53286 \tabularnewline
181 & 17.6 & 14.2586 & 14.8729 & -0.614333 & 3.34142 \tabularnewline
182 & 13.35 & 15.033 & 15.1104 & -0.077376 & -1.68304 \tabularnewline
183 & 19.1 & 14.5377 & 15.1229 & -0.585256 & 4.56234 \tabularnewline
184 & 15.35 & 14.7779 & 14.9333 & -0.155456 & 0.572122 \tabularnewline
185 & 7.6 & 14.5524 & 14.8917 & -0.339295 & -6.95237 \tabularnewline
186 & 13.4 & 15.221 & 15.0021 & 0.218943 & -1.82103 \tabularnewline
187 & 13.9 & 14.3029 & 14.8979 & -0.595039 & -0.402878 \tabularnewline
188 & 19.1 & 14.2474 & 14.6625 & -0.415148 & 4.85265 \tabularnewline
189 & 15.25 & 14.8905 & 14.3417 & 0.548802 & 0.359532 \tabularnewline
190 & 12.9 & 14.0393 & 13.8625 & 0.176791 & -1.13929 \tabularnewline
191 & 16.1 & 14.717 & 13.9792 & 0.737841 & 1.38299 \tabularnewline
192 & 17.35 & 15.2454 & 14.1458 & 1.09953 & 2.10464 \tabularnewline
193 & 13.15 & 13.5523 & 14.1667 & -0.614333 & -0.402334 \tabularnewline
194 & 12.15 & 14.0393 & 14.1167 & -0.077376 & -1.88929 \tabularnewline
195 & 12.6 & 13.2856 & 13.8708 & -0.585256 & -0.685577 \tabularnewline
196 & 10.35 & 13.7758 & 13.9312 & -0.155456 & -3.42579 \tabularnewline
197 & 15.4 & 13.5857 & 13.925 & -0.339295 & 1.8143 \tabularnewline
198 & 9.6 & 13.9585 & 13.7396 & 0.218943 & -4.35853 \tabularnewline
199 & 18.2 & 13.1716 & 13.7667 & -0.595039 & 5.02837 \tabularnewline
200 & 13.6 & 13.7765 & 14.1917 & -0.415148 & -0.176519 \tabularnewline
201 & 14.85 & 15.078 & 14.5292 & 0.548802 & -0.227968 \tabularnewline
202 & 14.75 & 14.883 & 14.7062 & 0.176791 & -0.133041 \tabularnewline
203 & 14.1 & 15.5899 & 14.8521 & 0.737841 & -1.48992 \tabularnewline
204 & 14.9 & 16.0933 & 14.9937 & 1.09953 & -1.19328 \tabularnewline
205 & 16.25 & 14.3607 & 14.975 & -0.614333 & 1.88933 \tabularnewline
206 & 19.25 & 14.5914 & 14.6687 & -0.077376 & 4.65863 \tabularnewline
207 & 13.6 & 13.8356 & 14.4208 & -0.585256 & -0.235577 \tabularnewline
208 & 13.6 & 14.055 & 14.2104 & -0.155456 & -0.454961 \tabularnewline
209 & 15.65 & 13.9649 & 14.3042 & -0.339295 & 1.68513 \tabularnewline
210 & 12.75 & 14.8064 & 14.5875 & 0.218943 & -2.05644 \tabularnewline
211 & 14.6 & 13.8529 & 14.4479 & -0.595039 & 0.747122 \tabularnewline
212 & 9.85 & 13.6557 & 14.0708 & -0.415148 & -3.80569 \tabularnewline
213 & 12.65 & 14.3821 & 13.8333 & 0.548802 & -1.73213 \tabularnewline
214 & 11.9 & 13.9226 & 13.7458 & 0.176791 & -2.02262 \tabularnewline
215 & 19.2 & 14.4962 & 13.7583 & 0.737841 & 4.70383 \tabularnewline
216 & 16.6 & 14.8724 & 13.7729 & 1.09953 & 1.72756 \tabularnewline
217 & 11.2 & 13.1961 & 13.8104 & -0.614333 & -1.99608 \tabularnewline
218 & 15.25 & 13.9726 & 14.05 & -0.077376 & 1.27738 \tabularnewline
219 & 11.9 & 13.8814 & 14.4667 & -0.585256 & -1.98141 \tabularnewline
220 & 13.2 & 14.5091 & 14.6646 & -0.155456 & -1.30913 \tabularnewline
221 & 16.35 & 14.1461 & 14.4854 & -0.339295 & 2.20388 \tabularnewline
222 & 12.4 & 14.6044 & 14.3854 & 0.218943 & -2.20436 \tabularnewline
223 & 15.85 & 13.6904 & 14.2854 & -0.595039 & 2.15962 \tabularnewline
224 & 14.35 & 13.6015 & 14.0167 & -0.415148 & 0.748481 \tabularnewline
225 & 18.15 & 14.5988 & 14.05 & 0.548802 & 3.5512 \tabularnewline
226 & 11.15 & 14.6351 & 14.4583 & 0.176791 & -3.48512 \tabularnewline
227 & 15.65 & 15.4024 & 14.6646 & 0.737841 & 0.247575 \tabularnewline
228 & 17.75 & 15.912 & 14.8125 & 1.09953 & 1.83797 \tabularnewline
229 & 7.65 & 14.3836 & 14.9979 & -0.614333 & -6.73358 \tabularnewline
230 & 12.35 & 15.0789 & 15.1562 & -0.077376 & -2.72887 \tabularnewline
231 & 15.6 & 14.7772 & 15.3625 & -0.585256 & 0.822756 \tabularnewline
232 & 19.3 & 15.5529 & 15.7083 & -0.155456 & 3.74712 \tabularnewline
233 & 15.2 & 15.8211 & 16.1604 & -0.339295 & -0.621121 \tabularnewline
234 & 17.1 & 16.3294 & 16.1104 & 0.218943 & 0.77064 \tabularnewline
235 & 15.6 & 15.5383 & 16.1333 & -0.595039 & 0.0617057 \tabularnewline
236 & 18.4 & 15.8161 & 16.2313 & -0.415148 & 2.5839 \tabularnewline
237 & 19.05 & 16.1988 & 15.65 & 0.548802 & 2.8512 \tabularnewline
238 & 18.55 & 15.0539 & 14.8771 & 0.176791 & 3.49613 \tabularnewline
239 & 19.1 & 15.2378 & 14.5 & 0.737841 & 3.86216 \tabularnewline
240 & 13.1 & 15.3079 & 14.2083 & 1.09953 & -2.20786 \tabularnewline
241 & 12.85 & 13.2357 & 13.85 & -0.614333 & -0.385667 \tabularnewline
242 & 9.5 & 13.4289 & 13.5062 & -0.077376 & -3.92887 \tabularnewline
243 & 4.5 & 12.3918 & 12.9771 & -0.585256 & -7.89183 \tabularnewline
244 & 11.85 & 12.3508 & 12.5062 & -0.155456 & -0.500794 \tabularnewline
245 & 13.6 & 12.0482 & 12.3875 & -0.339295 & 1.5518 \tabularnewline
246 & 11.7 & 12.8335 & 12.6146 & 0.218943 & -1.13353 \tabularnewline
247 & 12.4 & 12.1445 & 12.7396 & -0.595039 & 0.255456 \tabularnewline
248 & 13.35 & 12.4682 & 12.8833 & -0.415148 & 0.881814 \tabularnewline
249 & 11.4 & 14.1905 & 13.6417 & 0.548802 & -2.79047 \tabularnewline
250 & 14.9 & 14.456 & 14.2792 & 0.176791 & 0.444043 \tabularnewline
251 & 19.9 & 15.2128 & 14.475 & 0.737841 & 4.68716 \tabularnewline
252 & 17.75 & 15.7474 & 14.6479 & 1.09953 & 2.00256 \tabularnewline
253 & 11.2 & 14.0794 & 14.6937 & -0.614333 & -2.87942 \tabularnewline
254 & 14.6 & 14.5351 & 14.6125 & -0.077376 & 0.064876 \tabularnewline
255 & 17.6 & 14.1085 & 14.6938 & -0.585256 & 3.49151 \tabularnewline
256 & 14.05 & 14.6883 & 14.8437 & -0.155456 & -0.638294 \tabularnewline
257 & 16.1 & 14.2357 & 14.575 & -0.339295 & 1.8643 \tabularnewline
258 & 13.35 & 14.4773 & 14.2583 & 0.218943 & -1.12728 \tabularnewline
259 & 11.85 & 13.4862 & 14.0812 & -0.595039 & -1.63621 \tabularnewline
260 & 11.95 & 13.239 & 13.6542 & -0.415148 & -1.28902 \tabularnewline
261 & 14.75 & 13.7071 & 13.1583 & 0.548802 & 1.04287 \tabularnewline
262 & 15.15 & 12.8685 & 12.6917 & 0.176791 & 2.28154 \tabularnewline
263 & 13.2 & 12.9566 & 12.2188 & 0.737841 & 0.243409 \tabularnewline
264 & 16.85 & 13.062 & 11.9625 & 1.09953 & 3.78797 \tabularnewline
265 & 7.85 & 11.2273 & 11.8417 & -0.614333 & -3.37733 \tabularnewline
266 & 7.7 & 11.808 & 11.8854 & -0.077376 & -4.10804 \tabularnewline
267 & 12.6 & 11.5022 & 12.0875 & -0.585256 & 1.09776 \tabularnewline
268 & 7.85 & 11.9383 & 12.0938 & -0.155456 & -4.08829 \tabularnewline
269 & 10.95 & 11.7128 & 12.0521 & -0.339295 & -0.762788 \tabularnewline
270 & 12.35 & 12.2544 & 12.0354 & 0.218943 & 0.0956402 \tabularnewline
271 & 9.95 & 11.7675 & 12.3625 & -0.595039 & -1.81746 \tabularnewline
272 & 14.9 & 12.4578 & 12.8729 & -0.415148 & 2.44223 \tabularnewline
273 & 16.65 & 13.6717 & 13.1229 & 0.548802 & 2.97828 \tabularnewline
274 & 13.4 & 13.5955 & 13.4187 & 0.176791 & -0.195541 \tabularnewline
275 & 13.95 & 14.5108 & 13.7729 & 0.737841 & -0.560758 \tabularnewline
276 & 15.7 & 15.2704 & 14.1708 & 1.09953 & 0.42964 \tabularnewline
277 & 16.85 & 14.0003 & 14.6146 & -0.614333 & 2.84975 \tabularnewline
278 & 10.95 & 14.7435 & 14.8208 & -0.077376 & -3.79346 \tabularnewline
279 & 15.35 & 14.2231 & 14.8083 & -0.585256 & 1.12692 \tabularnewline
280 & 12.2 & 14.432 & 14.5875 & -0.155456 & -2.23204 \tabularnewline
281 & 15.1 & NA & NA & -0.339295 & NA \tabularnewline
282 & 17.75 & NA & NA & 0.218943 & NA \tabularnewline
283 & 15.2 & NA & NA & -0.595039 & NA \tabularnewline
284 & 14.6 & NA & NA & -0.415148 & NA \tabularnewline
285 & 16.65 & NA & NA & 0.548802 & NA \tabularnewline
286 & 8.1 & NA & NA & 0.176791 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=268658&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]12.9[/C][C]NA[/C][C]NA[/C][C]-0.614333[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]7.4[/C][C]NA[/C][C]NA[/C][C]-0.077376[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]12.2[/C][C]NA[/C][C]NA[/C][C]-0.585256[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]12.8[/C][C]NA[/C][C]NA[/C][C]-0.155456[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]7.4[/C][C]NA[/C][C]NA[/C][C]-0.339295[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]6.7[/C][C]NA[/C][C]NA[/C][C]0.218943[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]12.6[/C][C]10.0341[/C][C]10.6292[/C][C]-0.595039[/C][C]2.56587[/C][/ROW]
[ROW][C]8[/C][C]14.8[/C][C]10.0765[/C][C]10.4917[/C][C]-0.415148[/C][C]4.72348[/C][/ROW]
[ROW][C]9[/C][C]13.3[/C][C]11.1655[/C][C]10.6167[/C][C]0.548802[/C][C]2.13453[/C][/ROW]
[ROW][C]10[/C][C]11.1[/C][C]10.5143[/C][C]10.3375[/C][C]0.176791[/C][C]0.585709[/C][/ROW]
[ROW][C]11[/C][C]8.2[/C][C]10.967[/C][C]10.2292[/C][C]0.737841[/C][C]-2.76701[/C][/ROW]
[ROW][C]12[/C][C]11.4[/C][C]11.7079[/C][C]10.6083[/C][C]1.09953[/C][C]-0.30786[/C][/ROW]
[ROW][C]13[/C][C]6.4[/C][C]10.0732[/C][C]10.6875[/C][C]-0.614333[/C][C]-3.67317[/C][/ROW]
[ROW][C]14[/C][C]10.6[/C][C]10.256[/C][C]10.3333[/C][C]-0.077376[/C][C]0.344043[/C][/ROW]
[ROW][C]15[/C][C]12[/C][C]9.39391[/C][C]9.97917[/C][C]-0.585256[/C][C]2.60609[/C][/ROW]
[ROW][C]16[/C][C]6.3[/C][C]9.49038[/C][C]9.64583[/C][C]-0.155456[/C][C]-3.19038[/C][/ROW]
[ROW][C]17[/C][C]11.3[/C][C]9.34404[/C][C]9.68333[/C][C]-0.339295[/C][C]1.95596[/C][/ROW]
[ROW][C]18[/C][C]11.9[/C][C]10.1106[/C][C]9.89167[/C][C]0.218943[/C][C]1.78939[/C][/ROW]
[ROW][C]19[/C][C]9.3[/C][C]9.57996[/C][C]10.175[/C][C]-0.595039[/C][C]-0.279961[/C][/ROW]
[ROW][C]20[/C][C]9.6[/C][C]10.114[/C][C]10.5292[/C][C]-0.415148[/C][C]-0.514019[/C][/ROW]
[ROW][C]21[/C][C]10[/C][C]11.078[/C][C]10.5292[/C][C]0.548802[/C][C]-1.07797[/C][/ROW]
[ROW][C]22[/C][C]6.4[/C][C]11.0685[/C][C]10.8917[/C][C]0.176791[/C][C]-4.66846[/C][/ROW]
[ROW][C]23[/C][C]13.8[/C][C]12.1253[/C][C]11.3875[/C][C]0.737841[/C][C]1.67466[/C][/ROW]
[ROW][C]24[/C][C]10.8[/C][C]12.4912[/C][C]11.3917[/C][C]1.09953[/C][C]-1.69119[/C][/ROW]
[ROW][C]25[/C][C]13.8[/C][C]10.7857[/C][C]11.4[/C][C]-0.614333[/C][C]3.01433[/C][/ROW]
[ROW][C]26[/C][C]11.7[/C][C]11.3601[/C][C]11.4375[/C][C]-0.077376[/C][C]0.339876[/C][/ROW]
[ROW][C]27[/C][C]10.9[/C][C]10.8689[/C][C]11.4542[/C][C]-0.585256[/C][C]0.0310898[/C][/ROW]
[ROW][C]28[/C][C]16.1[/C][C]11.357[/C][C]11.5125[/C][C]-0.155456[/C][C]4.74296[/C][/ROW]
[ROW][C]29[/C][C]13.4[/C][C]10.9607[/C][C]11.3[/C][C]-0.339295[/C][C]2.4393[/C][/ROW]
[ROW][C]30[/C][C]9.9[/C][C]11.2731[/C][C]11.0542[/C][C]0.218943[/C][C]-1.37311[/C][/ROW]
[ROW][C]31[/C][C]11.5[/C][C]10.2883[/C][C]10.8833[/C][C]-0.595039[/C][C]1.21171[/C][/ROW]
[ROW][C]32[/C][C]8.3[/C][C]10.2849[/C][C]10.7[/C][C]-0.415148[/C][C]-1.98485[/C][/ROW]
[ROW][C]33[/C][C]11.7[/C][C]11.1696[/C][C]10.6208[/C][C]0.548802[/C][C]0.530365[/C][/ROW]
[ROW][C]34[/C][C]6.1[/C][C]10.6351[/C][C]10.4583[/C][C]0.176791[/C][C]-4.53512[/C][/ROW]
[ROW][C]35[/C][C]9[/C][C]10.8837[/C][C]10.1458[/C][C]0.737841[/C][C]-1.88367[/C][/ROW]
[ROW][C]36[/C][C]9.7[/C][C]11.1537[/C][C]10.0542[/C][C]1.09953[/C][C]-1.45369[/C][/ROW]
[ROW][C]37[/C][C]10.8[/C][C]9.28567[/C][C]9.9[/C][C]-0.614333[/C][C]1.51433[/C][/ROW]
[ROW][C]38[/C][C]10.3[/C][C]9.71846[/C][C]9.79583[/C][C]-0.077376[/C][C]0.581543[/C][/ROW]
[ROW][C]39[/C][C]10.4[/C][C]9.39391[/C][C]9.97917[/C][C]-0.585256[/C][C]1.00609[/C][/ROW]
[ROW][C]40[/C][C]12.7[/C][C]10.0737[/C][C]10.2292[/C][C]-0.155456[/C][C]2.62629[/C][/ROW]
[ROW][C]41[/C][C]9.3[/C][C]10.2232[/C][C]10.5625[/C][C]-0.339295[/C][C]-0.923205[/C][/ROW]
[ROW][C]42[/C][C]11.8[/C][C]10.9856[/C][C]10.7667[/C][C]0.218943[/C][C]0.81439[/C][/ROW]
[ROW][C]43[/C][C]5.9[/C][C]10.28[/C][C]10.875[/C][C]-0.595039[/C][C]-4.37996[/C][/ROW]
[ROW][C]44[/C][C]11.4[/C][C]10.4015[/C][C]10.8167[/C][C]-0.415148[/C][C]0.998481[/C][/ROW]
[ROW][C]45[/C][C]13[/C][C]11.3613[/C][C]10.8125[/C][C]0.548802[/C][C]1.6387[/C][/ROW]
[ROW][C]46[/C][C]10.8[/C][C]11.0685[/C][C]10.8917[/C][C]0.176791[/C][C]-0.268457[/C][/ROW]
[ROW][C]47[/C][C]12.3[/C][C]11.7087[/C][C]10.9708[/C][C]0.737841[/C][C]0.591325[/C][/ROW]
[ROW][C]48[/C][C]11.3[/C][C]11.9537[/C][C]10.8542[/C][C]1.09953[/C][C]-0.653693[/C][/ROW]
[ROW][C]49[/C][C]11.8[/C][C]10.2357[/C][C]10.85[/C][C]-0.614333[/C][C]1.56433[/C][/ROW]
[ROW][C]50[/C][C]7.9[/C][C]11.0101[/C][C]11.0875[/C][C]-0.077376[/C][C]-3.11012[/C][/ROW]
[ROW][C]51[/C][C]12.7[/C][C]10.5439[/C][C]11.1292[/C][C]-0.585256[/C][C]2.15609[/C][/ROW]
[ROW][C]52[/C][C]12.3[/C][C]10.957[/C][C]11.1125[/C][C]-0.155456[/C][C]1.34296[/C][/ROW]
[ROW][C]53[/C][C]11.6[/C][C]10.469[/C][C]10.8083[/C][C]-0.339295[/C][C]1.13096[/C][/ROW]
[ROW][C]54[/C][C]6.7[/C][C]10.8773[/C][C]10.6583[/C][C]0.218943[/C][C]-4.17728[/C][/ROW]
[ROW][C]55[/C][C]10.9[/C][C]10.03[/C][C]10.625[/C][C]-0.595039[/C][C]0.870039[/C][/ROW]
[ROW][C]56[/C][C]12.1[/C][C]10.2765[/C][C]10.6917[/C][C]-0.415148[/C][C]1.82348[/C][/ROW]
[ROW][C]57[/C][C]13.3[/C][C]11.3238[/C][C]10.775[/C][C]0.548802[/C][C]1.9762[/C][/ROW]
[ROW][C]58[/C][C]10.1[/C][C]10.8185[/C][C]10.6417[/C][C]0.176791[/C][C]-0.718457[/C][/ROW]
[ROW][C]59[/C][C]5.7[/C][C]11.2212[/C][C]10.4833[/C][C]0.737841[/C][C]-5.52117[/C][/ROW]
[ROW][C]60[/C][C]14.3[/C][C]11.7995[/C][C]10.7[/C][C]1.09953[/C][C]2.50047[/C][/ROW]
[ROW][C]61[/C][C]8[/C][C]10.3982[/C][C]11.0125[/C][C]-0.614333[/C][C]-2.39817[/C][/ROW]
[ROW][C]62[/C][C]13.3[/C][C]10.7393[/C][C]10.8167[/C][C]-0.077376[/C][C]2.56071[/C][/ROW]
[ROW][C]63[/C][C]9.3[/C][C]10.0147[/C][C]10.6[/C][C]-0.585256[/C][C]-0.714744[/C][/ROW]
[ROW][C]64[/C][C]12.5[/C][C]10.4737[/C][C]10.6292[/C][C]-0.155456[/C][C]2.02629[/C][/ROW]
[ROW][C]65[/C][C]7.6[/C][C]10.7774[/C][C]11.1167[/C][C]-0.339295[/C][C]-3.17737[/C][/ROW]
[ROW][C]66[/C][C]15.9[/C][C]11.6148[/C][C]11.3958[/C][C]0.218943[/C][C]4.28522[/C][/ROW]
[ROW][C]67[/C][C]9.2[/C][C]10.8925[/C][C]11.4875[/C][C]-0.595039[/C][C]-1.69246[/C][/ROW]
[ROW][C]68[/C][C]9.1[/C][C]11.1724[/C][C]11.5875[/C][C]-0.415148[/C][C]-2.07235[/C][/ROW]
[ROW][C]69[/C][C]11.1[/C][C]12.0363[/C][C]11.4875[/C][C]0.548802[/C][C]-0.936302[/C][/ROW]
[ROW][C]70[/C][C]13[/C][C]11.731[/C][C]11.5542[/C][C]0.176791[/C][C]1.26904[/C][/ROW]
[ROW][C]71[/C][C]14.5[/C][C]12.367[/C][C]11.6292[/C][C]0.737841[/C][C]2.13299[/C][/ROW]
[ROW][C]72[/C][C]12.2[/C][C]12.5787[/C][C]11.4792[/C][C]1.09953[/C][C]-0.378693[/C][/ROW]
[ROW][C]73[/C][C]12.3[/C][C]10.8857[/C][C]11.5[/C][C]-0.614333[/C][C]1.41433[/C][/ROW]
[ROW][C]74[/C][C]11.4[/C][C]11.7268[/C][C]11.8042[/C][C]-0.077376[/C][C]-0.326791[/C][/ROW]
[ROW][C]75[/C][C]8.8[/C][C]11.4522[/C][C]12.0375[/C][C]-0.585256[/C][C]-2.65224[/C][/ROW]
[ROW][C]76[/C][C]14.6[/C][C]11.8404[/C][C]11.9958[/C][C]-0.155456[/C][C]2.75962[/C][/ROW]
[ROW][C]77[/C][C]7.3[/C][C]11.244[/C][C]11.5833[/C][C]-0.339295[/C][C]-3.94404[/C][/ROW]
[ROW][C]78[/C][C]12.6[/C][C]11.4481[/C][C]11.2292[/C][C]0.218943[/C][C]1.15189[/C][/ROW]
[ROW][C]79[/C][C]13[/C][C]10.6091[/C][C]11.2042[/C][C]-0.595039[/C][C]2.39087[/C][/ROW]
[ROW][C]80[/C][C]12.6[/C][C]10.814[/C][C]11.2292[/C][C]-0.415148[/C][C]1.78598[/C][/ROW]
[ROW][C]81[/C][C]13.2[/C][C]11.5696[/C][C]11.0208[/C][C]0.548802[/C][C]1.63037[/C][/ROW]
[ROW][C]82[/C][C]9.9[/C][C]10.831[/C][C]10.6542[/C][C]0.176791[/C][C]-0.930957[/C][/ROW]
[ROW][C]83[/C][C]7.7[/C][C]11.4003[/C][C]10.6625[/C][C]0.737841[/C][C]-3.70034[/C][/ROW]
[ROW][C]84[/C][C]10.5[/C][C]11.8912[/C][C]10.7917[/C][C]1.09953[/C][C]-1.39119[/C][/ROW]
[ROW][C]85[/C][C]13.4[/C][C]10.0523[/C][C]10.6667[/C][C]-0.614333[/C][C]3.34767[/C][/ROW]
[ROW][C]86[/C][C]10.9[/C][C]10.356[/C][C]10.4333[/C][C]-0.077376[/C][C]0.544043[/C][/ROW]
[ROW][C]87[/C][C]4.3[/C][C]9.68141[/C][C]10.2667[/C][C]-0.585256[/C][C]-5.38141[/C][/ROW]
[ROW][C]88[/C][C]10.3[/C][C]10.2237[/C][C]10.3792[/C][C]-0.155456[/C][C]0.076289[/C][/ROW]
[ROW][C]89[/C][C]11.8[/C][C]10.0649[/C][C]10.4042[/C][C]-0.339295[/C][C]1.73513[/C][/ROW]
[ROW][C]90[/C][C]11.2[/C][C]10.5106[/C][C]10.2917[/C][C]0.218943[/C][C]0.68939[/C][/ROW]
[ROW][C]91[/C][C]11.4[/C][C]9.47996[/C][C]10.075[/C][C]-0.595039[/C][C]1.92004[/C][/ROW]
[ROW][C]92[/C][C]8.6[/C][C]9.33485[/C][C]9.75[/C][C]-0.415148[/C][C]-0.734852[/C][/ROW]
[ROW][C]93[/C][C]13.2[/C][C]10.3613[/C][C]9.8125[/C][C]0.548802[/C][C]2.8387[/C][/ROW]
[ROW][C]94[/C][C]12.6[/C][C]10.0601[/C][C]9.88333[/C][C]0.176791[/C][C]2.53988[/C][/ROW]
[ROW][C]95[/C][C]5.6[/C][C]10.4795[/C][C]9.74167[/C][C]0.737841[/C][C]-4.87951[/C][/ROW]
[ROW][C]96[/C][C]9.9[/C][C]10.9245[/C][C]9.825[/C][C]1.09953[/C][C]-1.02453[/C][/ROW]
[ROW][C]97[/C][C]8.8[/C][C]9.16483[/C][C]9.77917[/C][C]-0.614333[/C][C]-0.364834[/C][/ROW]
[ROW][C]98[/C][C]7.7[/C][C]9.64346[/C][C]9.72083[/C][C]-0.077376[/C][C]-1.94346[/C][/ROW]
[ROW][C]99[/C][C]9[/C][C]9.10224[/C][C]9.6875[/C][C]-0.585256[/C][C]-0.102244[/C][/ROW]
[ROW][C]100[/C][C]7.3[/C][C]9.23204[/C][C]9.3875[/C][C]-0.155456[/C][C]-1.93204[/C][/ROW]
[ROW][C]101[/C][C]11.4[/C][C]9.0357[/C][C]9.375[/C][C]-0.339295[/C][C]2.3643[/C][/ROW]
[ROW][C]102[/C][C]13.6[/C][C]9.93978[/C][C]9.72083[/C][C]0.218943[/C][C]3.66022[/C][/ROW]
[ROW][C]103[/C][C]7.9[/C][C]9.29246[/C][C]9.8875[/C][C]-0.595039[/C][C]-1.39246[/C][/ROW]
[ROW][C]104[/C][C]10.7[/C][C]9.70152[/C][C]10.1167[/C][C]-0.415148[/C][C]0.998481[/C][/ROW]
[ROW][C]105[/C][C]10.3[/C][C]10.7363[/C][C]10.1875[/C][C]0.548802[/C][C]-0.436302[/C][/ROW]
[ROW][C]106[/C][C]8.3[/C][C]10.156[/C][C]9.97917[/C][C]0.176791[/C][C]-1.85596[/C][/ROW]
[ROW][C]107[/C][C]9.6[/C][C]10.6045[/C][C]9.86667[/C][C]0.737841[/C][C]-1.00451[/C][/ROW]
[ROW][C]108[/C][C]14.2[/C][C]10.8079[/C][C]9.70833[/C][C]1.09953[/C][C]3.39214[/C][/ROW]
[ROW][C]109[/C][C]8.5[/C][C]9.144[/C][C]9.75833[/C][C]-0.614333[/C][C]-0.644001[/C][/ROW]
[ROW][C]110[/C][C]13.5[/C][C]9.54971[/C][C]9.62708[/C][C]-0.077376[/C][C]3.95029[/C][/ROW]
[ROW][C]111[/C][C]4.9[/C][C]8.87724[/C][C]9.4625[/C][C]-0.585256[/C][C]-3.97724[/C][/ROW]
[ROW][C]112[/C][C]6.4[/C][C]9.81538[/C][C]9.97083[/C][C]-0.155456[/C][C]-3.41538[/C][/ROW]
[ROW][C]113[/C][C]9.6[/C][C]10.3836[/C][C]10.7229[/C][C]-0.339295[/C][C]-0.783621[/C][/ROW]
[ROW][C]114[/C][C]11.6[/C][C]11.3856[/C][C]11.1667[/C][C]0.218943[/C][C]0.21439[/C][/ROW]
[ROW][C]115[/C][C]11.1[/C][C]10.8425[/C][C]11.4375[/C][C]-0.595039[/C][C]0.257539[/C][/ROW]
[ROW][C]116[/C][C]4.35[/C][C]11.3432[/C][C]11.7583[/C][C]-0.415148[/C][C]-6.99319[/C][/ROW]
[ROW][C]117[/C][C]12.7[/C][C]13.0488[/C][C]12.5[/C][C]0.548802[/C][C]-0.348802[/C][/ROW]
[ROW][C]118[/C][C]18.1[/C][C]13.6726[/C][C]13.4958[/C][C]0.176791[/C][C]4.42738[/C][/ROW]
[ROW][C]119[/C][C]17.85[/C][C]14.7941[/C][C]14.0563[/C][C]0.737841[/C][C]3.05591[/C][/ROW]
[ROW][C]120[/C][C]16.6[/C][C]15.5954[/C][C]14.4958[/C][C]1.09953[/C][C]1.00464[/C][/ROW]
[ROW][C]121[/C][C]12.6[/C][C]14.3148[/C][C]14.9292[/C][C]-0.614333[/C][C]-1.71483[/C][/ROW]
[ROW][C]122[/C][C]17.1[/C][C]15.2622[/C][C]15.3396[/C][C]-0.077376[/C][C]1.83779[/C][/ROW]
[ROW][C]123[/C][C]19.1[/C][C]15.0106[/C][C]15.5958[/C][C]-0.585256[/C][C]4.08942[/C][/ROW]
[ROW][C]124[/C][C]16.1[/C][C]15.357[/C][C]15.5125[/C][C]-0.155456[/C][C]0.742956[/C][/ROW]
[ROW][C]125[/C][C]13.35[/C][C]14.917[/C][C]15.2562[/C][C]-0.339295[/C][C]-1.56695[/C][/ROW]
[ROW][C]126[/C][C]18.4[/C][C]15.3939[/C][C]15.175[/C][C]0.218943[/C][C]3.00606[/C][/ROW]
[ROW][C]127[/C][C]14.7[/C][C]14.7383[/C][C]15.3333[/C][C]-0.595039[/C][C]-0.0382943[/C][/ROW]
[ROW][C]128[/C][C]10.6[/C][C]14.8724[/C][C]15.2875[/C][C]-0.415148[/C][C]-4.27235[/C][/ROW]
[ROW][C]129[/C][C]12.6[/C][C]15.6051[/C][C]15.0562[/C][C]0.548802[/C][C]-3.00505[/C][/ROW]
[ROW][C]130[/C][C]16.2[/C][C]15.0539[/C][C]14.8771[/C][C]0.176791[/C][C]1.14613[/C][/ROW]
[ROW][C]131[/C][C]13.6[/C][C]15.6191[/C][C]14.8812[/C][C]0.737841[/C][C]-2.01909[/C][/ROW]
[ROW][C]132[/C][C]18.9[/C][C]15.7933[/C][C]14.6937[/C][C]1.09953[/C][C]3.10672[/C][/ROW]
[ROW][C]133[/C][C]14.1[/C][C]13.7461[/C][C]14.3604[/C][C]-0.614333[/C][C]0.353916[/C][/ROW]
[ROW][C]134[/C][C]14.5[/C][C]14.4789[/C][C]14.5562[/C][C]-0.077376[/C][C]0.021126[/C][/ROW]
[ROW][C]135[/C][C]16.15[/C][C]14.0856[/C][C]14.6708[/C][C]-0.585256[/C][C]2.06442[/C][/ROW]
[ROW][C]136[/C][C]14.75[/C][C]14.4404[/C][C]14.5958[/C][C]-0.155456[/C][C]0.309622[/C][/ROW]
[ROW][C]137[/C][C]14.8[/C][C]14.4524[/C][C]14.7917[/C][C]-0.339295[/C][C]0.347629[/C][/ROW]
[ROW][C]138[/C][C]12.45[/C][C]14.8106[/C][C]14.5917[/C][C]0.218943[/C][C]-2.36061[/C][/ROW]
[ROW][C]139[/C][C]12.65[/C][C]13.8445[/C][C]14.4396[/C][C]-0.595039[/C][C]-1.19454[/C][/ROW]
[ROW][C]140[/C][C]17.35[/C][C]14.2078[/C][C]14.6229[/C][C]-0.415148[/C][C]3.14223[/C][/ROW]
[ROW][C]141[/C][C]8.6[/C][C]15.2655[/C][C]14.7167[/C][C]0.548802[/C][C]-6.66547[/C][/ROW]
[ROW][C]142[/C][C]18.4[/C][C]14.9914[/C][C]14.8146[/C][C]0.176791[/C][C]3.40863[/C][/ROW]
[ROW][C]143[/C][C]16.1[/C][C]15.6524[/C][C]14.9146[/C][C]0.737841[/C][C]0.447575[/C][/ROW]
[ROW][C]144[/C][C]11.6[/C][C]16.2954[/C][C]15.1958[/C][C]1.09953[/C][C]-4.69536[/C][/ROW]
[ROW][C]145[/C][C]17.75[/C][C]14.8378[/C][C]15.4521[/C][C]-0.614333[/C][C]2.91225[/C][/ROW]
[ROW][C]146[/C][C]15.25[/C][C]15.1789[/C][C]15.2562[/C][C]-0.077376[/C][C]0.071126[/C][/ROW]
[ROW][C]147[/C][C]17.65[/C][C]14.6752[/C][C]15.2604[/C][C]-0.585256[/C][C]2.97484[/C][/ROW]
[ROW][C]148[/C][C]15.6[/C][C]15.1925[/C][C]15.3479[/C][C]-0.155456[/C][C]0.407539[/C][/ROW]
[ROW][C]149[/C][C]16.35[/C][C]14.9461[/C][C]15.2854[/C][C]-0.339295[/C][C]1.40388[/C][/ROW]
[ROW][C]150[/C][C]17.65[/C][C]15.5231[/C][C]15.3042[/C][C]0.218943[/C][C]2.12689[/C][/ROW]
[ROW][C]151[/C][C]13.6[/C][C]14.5654[/C][C]15.1604[/C][C]-0.595039[/C][C]-0.965378[/C][/ROW]
[ROW][C]152[/C][C]11.7[/C][C]14.7974[/C][C]15.2125[/C][C]-0.415148[/C][C]-3.09735[/C][/ROW]
[ROW][C]153[/C][C]14.35[/C][C]15.853[/C][C]15.3042[/C][C]0.548802[/C][C]-1.50297[/C][/ROW]
[ROW][C]154[/C][C]14.75[/C][C]15.406[/C][C]15.2292[/C][C]0.176791[/C][C]-0.655957[/C][/ROW]
[ROW][C]155[/C][C]18.25[/C][C]15.8212[/C][C]15.0833[/C][C]0.737841[/C][C]2.42883[/C][/ROW]
[ROW][C]156[/C][C]9.9[/C][C]16.1329[/C][C]15.0333[/C][C]1.09953[/C][C]-6.23286[/C][/ROW]
[ROW][C]157[/C][C]16[/C][C]14.5565[/C][C]15.1708[/C][C]-0.614333[/C][C]1.4435[/C][/ROW]
[ROW][C]158[/C][C]18.25[/C][C]15.308[/C][C]15.3854[/C][C]-0.077376[/C][C]2.94196[/C][/ROW]
[ROW][C]159[/C][C]16.85[/C][C]14.8231[/C][C]15.4083[/C][C]-0.585256[/C][C]2.02692[/C][/ROW]
[ROW][C]160[/C][C]14.6[/C][C]15.2987[/C][C]15.4542[/C][C]-0.155456[/C][C]-0.698711[/C][/ROW]
[ROW][C]161[/C][C]13.85[/C][C]15.1711[/C][C]15.5104[/C][C]-0.339295[/C][C]-1.32112[/C][/ROW]
[ROW][C]162[/C][C]18.95[/C][C]15.9314[/C][C]15.7125[/C][C]0.218943[/C][C]3.01856[/C][/ROW]
[ROW][C]163[/C][C]15.6[/C][C]15.4216[/C][C]16.0167[/C][C]-0.595039[/C][C]0.178372[/C][/ROW]
[ROW][C]164[/C][C]14.85[/C][C]15.6744[/C][C]16.0896[/C][C]-0.415148[/C][C]-0.824436[/C][/ROW]
[ROW][C]165[/C][C]11.75[/C][C]16.4613[/C][C]15.9125[/C][C]0.548802[/C][C]-4.7113[/C][/ROW]
[ROW][C]166[/C][C]18.45[/C][C]16.0039[/C][C]15.8271[/C][C]0.176791[/C][C]2.44613[/C][/ROW]
[ROW][C]167[/C][C]15.9[/C][C]16.7774[/C][C]16.0396[/C][C]0.737841[/C][C]-0.877425[/C][/ROW]
[ROW][C]168[/C][C]17.1[/C][C]17.0266[/C][C]15.9271[/C][C]1.09953[/C][C]0.0733905[/C][/ROW]
[ROW][C]169[/C][C]16.1[/C][C]14.9711[/C][C]15.5854[/C][C]-0.614333[/C][C]1.12892[/C][/ROW]
[ROW][C]170[/C][C]19.9[/C][C]15.3768[/C][C]15.4542[/C][C]-0.077376[/C][C]4.52321[/C][/ROW]
[ROW][C]171[/C][C]10.95[/C][C]15.1793[/C][C]15.7646[/C][C]-0.585256[/C][C]-4.22933[/C][/ROW]
[ROW][C]172[/C][C]18.45[/C][C]15.7133[/C][C]15.8688[/C][C]-0.155456[/C][C]2.73671[/C][/ROW]
[ROW][C]173[/C][C]15.1[/C][C]15.3482[/C][C]15.6875[/C][C]-0.339295[/C][C]-0.248205[/C][/ROW]
[ROW][C]174[/C][C]15[/C][C]15.8148[/C][C]15.5958[/C][C]0.218943[/C][C]-0.814777[/C][/ROW]
[ROW][C]175[/C][C]11.35[/C][C]14.9925[/C][C]15.5875[/C][C]-0.595039[/C][C]-3.64246[/C][/ROW]
[ROW][C]176[/C][C]15.95[/C][C]14.9619[/C][C]15.3771[/C][C]-0.415148[/C][C]0.988064[/C][/ROW]
[ROW][C]177[/C][C]18.1[/C][C]15.9926[/C][C]15.4438[/C][C]0.548802[/C][C]2.10745[/C][/ROW]
[ROW][C]178[/C][C]14.6[/C][C]15.831[/C][C]15.6542[/C][C]0.176791[/C][C]-1.23096[/C][/ROW]
[ROW][C]179[/C][C]15.4[/C][C]15.9503[/C][C]15.2125[/C][C]0.737841[/C][C]-0.550341[/C][/ROW]
[ROW][C]180[/C][C]15.4[/C][C]15.9329[/C][C]14.8333[/C][C]1.09953[/C][C]-0.53286[/C][/ROW]
[ROW][C]181[/C][C]17.6[/C][C]14.2586[/C][C]14.8729[/C][C]-0.614333[/C][C]3.34142[/C][/ROW]
[ROW][C]182[/C][C]13.35[/C][C]15.033[/C][C]15.1104[/C][C]-0.077376[/C][C]-1.68304[/C][/ROW]
[ROW][C]183[/C][C]19.1[/C][C]14.5377[/C][C]15.1229[/C][C]-0.585256[/C][C]4.56234[/C][/ROW]
[ROW][C]184[/C][C]15.35[/C][C]14.7779[/C][C]14.9333[/C][C]-0.155456[/C][C]0.572122[/C][/ROW]
[ROW][C]185[/C][C]7.6[/C][C]14.5524[/C][C]14.8917[/C][C]-0.339295[/C][C]-6.95237[/C][/ROW]
[ROW][C]186[/C][C]13.4[/C][C]15.221[/C][C]15.0021[/C][C]0.218943[/C][C]-1.82103[/C][/ROW]
[ROW][C]187[/C][C]13.9[/C][C]14.3029[/C][C]14.8979[/C][C]-0.595039[/C][C]-0.402878[/C][/ROW]
[ROW][C]188[/C][C]19.1[/C][C]14.2474[/C][C]14.6625[/C][C]-0.415148[/C][C]4.85265[/C][/ROW]
[ROW][C]189[/C][C]15.25[/C][C]14.8905[/C][C]14.3417[/C][C]0.548802[/C][C]0.359532[/C][/ROW]
[ROW][C]190[/C][C]12.9[/C][C]14.0393[/C][C]13.8625[/C][C]0.176791[/C][C]-1.13929[/C][/ROW]
[ROW][C]191[/C][C]16.1[/C][C]14.717[/C][C]13.9792[/C][C]0.737841[/C][C]1.38299[/C][/ROW]
[ROW][C]192[/C][C]17.35[/C][C]15.2454[/C][C]14.1458[/C][C]1.09953[/C][C]2.10464[/C][/ROW]
[ROW][C]193[/C][C]13.15[/C][C]13.5523[/C][C]14.1667[/C][C]-0.614333[/C][C]-0.402334[/C][/ROW]
[ROW][C]194[/C][C]12.15[/C][C]14.0393[/C][C]14.1167[/C][C]-0.077376[/C][C]-1.88929[/C][/ROW]
[ROW][C]195[/C][C]12.6[/C][C]13.2856[/C][C]13.8708[/C][C]-0.585256[/C][C]-0.685577[/C][/ROW]
[ROW][C]196[/C][C]10.35[/C][C]13.7758[/C][C]13.9312[/C][C]-0.155456[/C][C]-3.42579[/C][/ROW]
[ROW][C]197[/C][C]15.4[/C][C]13.5857[/C][C]13.925[/C][C]-0.339295[/C][C]1.8143[/C][/ROW]
[ROW][C]198[/C][C]9.6[/C][C]13.9585[/C][C]13.7396[/C][C]0.218943[/C][C]-4.35853[/C][/ROW]
[ROW][C]199[/C][C]18.2[/C][C]13.1716[/C][C]13.7667[/C][C]-0.595039[/C][C]5.02837[/C][/ROW]
[ROW][C]200[/C][C]13.6[/C][C]13.7765[/C][C]14.1917[/C][C]-0.415148[/C][C]-0.176519[/C][/ROW]
[ROW][C]201[/C][C]14.85[/C][C]15.078[/C][C]14.5292[/C][C]0.548802[/C][C]-0.227968[/C][/ROW]
[ROW][C]202[/C][C]14.75[/C][C]14.883[/C][C]14.7062[/C][C]0.176791[/C][C]-0.133041[/C][/ROW]
[ROW][C]203[/C][C]14.1[/C][C]15.5899[/C][C]14.8521[/C][C]0.737841[/C][C]-1.48992[/C][/ROW]
[ROW][C]204[/C][C]14.9[/C][C]16.0933[/C][C]14.9937[/C][C]1.09953[/C][C]-1.19328[/C][/ROW]
[ROW][C]205[/C][C]16.25[/C][C]14.3607[/C][C]14.975[/C][C]-0.614333[/C][C]1.88933[/C][/ROW]
[ROW][C]206[/C][C]19.25[/C][C]14.5914[/C][C]14.6687[/C][C]-0.077376[/C][C]4.65863[/C][/ROW]
[ROW][C]207[/C][C]13.6[/C][C]13.8356[/C][C]14.4208[/C][C]-0.585256[/C][C]-0.235577[/C][/ROW]
[ROW][C]208[/C][C]13.6[/C][C]14.055[/C][C]14.2104[/C][C]-0.155456[/C][C]-0.454961[/C][/ROW]
[ROW][C]209[/C][C]15.65[/C][C]13.9649[/C][C]14.3042[/C][C]-0.339295[/C][C]1.68513[/C][/ROW]
[ROW][C]210[/C][C]12.75[/C][C]14.8064[/C][C]14.5875[/C][C]0.218943[/C][C]-2.05644[/C][/ROW]
[ROW][C]211[/C][C]14.6[/C][C]13.8529[/C][C]14.4479[/C][C]-0.595039[/C][C]0.747122[/C][/ROW]
[ROW][C]212[/C][C]9.85[/C][C]13.6557[/C][C]14.0708[/C][C]-0.415148[/C][C]-3.80569[/C][/ROW]
[ROW][C]213[/C][C]12.65[/C][C]14.3821[/C][C]13.8333[/C][C]0.548802[/C][C]-1.73213[/C][/ROW]
[ROW][C]214[/C][C]11.9[/C][C]13.9226[/C][C]13.7458[/C][C]0.176791[/C][C]-2.02262[/C][/ROW]
[ROW][C]215[/C][C]19.2[/C][C]14.4962[/C][C]13.7583[/C][C]0.737841[/C][C]4.70383[/C][/ROW]
[ROW][C]216[/C][C]16.6[/C][C]14.8724[/C][C]13.7729[/C][C]1.09953[/C][C]1.72756[/C][/ROW]
[ROW][C]217[/C][C]11.2[/C][C]13.1961[/C][C]13.8104[/C][C]-0.614333[/C][C]-1.99608[/C][/ROW]
[ROW][C]218[/C][C]15.25[/C][C]13.9726[/C][C]14.05[/C][C]-0.077376[/C][C]1.27738[/C][/ROW]
[ROW][C]219[/C][C]11.9[/C][C]13.8814[/C][C]14.4667[/C][C]-0.585256[/C][C]-1.98141[/C][/ROW]
[ROW][C]220[/C][C]13.2[/C][C]14.5091[/C][C]14.6646[/C][C]-0.155456[/C][C]-1.30913[/C][/ROW]
[ROW][C]221[/C][C]16.35[/C][C]14.1461[/C][C]14.4854[/C][C]-0.339295[/C][C]2.20388[/C][/ROW]
[ROW][C]222[/C][C]12.4[/C][C]14.6044[/C][C]14.3854[/C][C]0.218943[/C][C]-2.20436[/C][/ROW]
[ROW][C]223[/C][C]15.85[/C][C]13.6904[/C][C]14.2854[/C][C]-0.595039[/C][C]2.15962[/C][/ROW]
[ROW][C]224[/C][C]14.35[/C][C]13.6015[/C][C]14.0167[/C][C]-0.415148[/C][C]0.748481[/C][/ROW]
[ROW][C]225[/C][C]18.15[/C][C]14.5988[/C][C]14.05[/C][C]0.548802[/C][C]3.5512[/C][/ROW]
[ROW][C]226[/C][C]11.15[/C][C]14.6351[/C][C]14.4583[/C][C]0.176791[/C][C]-3.48512[/C][/ROW]
[ROW][C]227[/C][C]15.65[/C][C]15.4024[/C][C]14.6646[/C][C]0.737841[/C][C]0.247575[/C][/ROW]
[ROW][C]228[/C][C]17.75[/C][C]15.912[/C][C]14.8125[/C][C]1.09953[/C][C]1.83797[/C][/ROW]
[ROW][C]229[/C][C]7.65[/C][C]14.3836[/C][C]14.9979[/C][C]-0.614333[/C][C]-6.73358[/C][/ROW]
[ROW][C]230[/C][C]12.35[/C][C]15.0789[/C][C]15.1562[/C][C]-0.077376[/C][C]-2.72887[/C][/ROW]
[ROW][C]231[/C][C]15.6[/C][C]14.7772[/C][C]15.3625[/C][C]-0.585256[/C][C]0.822756[/C][/ROW]
[ROW][C]232[/C][C]19.3[/C][C]15.5529[/C][C]15.7083[/C][C]-0.155456[/C][C]3.74712[/C][/ROW]
[ROW][C]233[/C][C]15.2[/C][C]15.8211[/C][C]16.1604[/C][C]-0.339295[/C][C]-0.621121[/C][/ROW]
[ROW][C]234[/C][C]17.1[/C][C]16.3294[/C][C]16.1104[/C][C]0.218943[/C][C]0.77064[/C][/ROW]
[ROW][C]235[/C][C]15.6[/C][C]15.5383[/C][C]16.1333[/C][C]-0.595039[/C][C]0.0617057[/C][/ROW]
[ROW][C]236[/C][C]18.4[/C][C]15.8161[/C][C]16.2313[/C][C]-0.415148[/C][C]2.5839[/C][/ROW]
[ROW][C]237[/C][C]19.05[/C][C]16.1988[/C][C]15.65[/C][C]0.548802[/C][C]2.8512[/C][/ROW]
[ROW][C]238[/C][C]18.55[/C][C]15.0539[/C][C]14.8771[/C][C]0.176791[/C][C]3.49613[/C][/ROW]
[ROW][C]239[/C][C]19.1[/C][C]15.2378[/C][C]14.5[/C][C]0.737841[/C][C]3.86216[/C][/ROW]
[ROW][C]240[/C][C]13.1[/C][C]15.3079[/C][C]14.2083[/C][C]1.09953[/C][C]-2.20786[/C][/ROW]
[ROW][C]241[/C][C]12.85[/C][C]13.2357[/C][C]13.85[/C][C]-0.614333[/C][C]-0.385667[/C][/ROW]
[ROW][C]242[/C][C]9.5[/C][C]13.4289[/C][C]13.5062[/C][C]-0.077376[/C][C]-3.92887[/C][/ROW]
[ROW][C]243[/C][C]4.5[/C][C]12.3918[/C][C]12.9771[/C][C]-0.585256[/C][C]-7.89183[/C][/ROW]
[ROW][C]244[/C][C]11.85[/C][C]12.3508[/C][C]12.5062[/C][C]-0.155456[/C][C]-0.500794[/C][/ROW]
[ROW][C]245[/C][C]13.6[/C][C]12.0482[/C][C]12.3875[/C][C]-0.339295[/C][C]1.5518[/C][/ROW]
[ROW][C]246[/C][C]11.7[/C][C]12.8335[/C][C]12.6146[/C][C]0.218943[/C][C]-1.13353[/C][/ROW]
[ROW][C]247[/C][C]12.4[/C][C]12.1445[/C][C]12.7396[/C][C]-0.595039[/C][C]0.255456[/C][/ROW]
[ROW][C]248[/C][C]13.35[/C][C]12.4682[/C][C]12.8833[/C][C]-0.415148[/C][C]0.881814[/C][/ROW]
[ROW][C]249[/C][C]11.4[/C][C]14.1905[/C][C]13.6417[/C][C]0.548802[/C][C]-2.79047[/C][/ROW]
[ROW][C]250[/C][C]14.9[/C][C]14.456[/C][C]14.2792[/C][C]0.176791[/C][C]0.444043[/C][/ROW]
[ROW][C]251[/C][C]19.9[/C][C]15.2128[/C][C]14.475[/C][C]0.737841[/C][C]4.68716[/C][/ROW]
[ROW][C]252[/C][C]17.75[/C][C]15.7474[/C][C]14.6479[/C][C]1.09953[/C][C]2.00256[/C][/ROW]
[ROW][C]253[/C][C]11.2[/C][C]14.0794[/C][C]14.6937[/C][C]-0.614333[/C][C]-2.87942[/C][/ROW]
[ROW][C]254[/C][C]14.6[/C][C]14.5351[/C][C]14.6125[/C][C]-0.077376[/C][C]0.064876[/C][/ROW]
[ROW][C]255[/C][C]17.6[/C][C]14.1085[/C][C]14.6938[/C][C]-0.585256[/C][C]3.49151[/C][/ROW]
[ROW][C]256[/C][C]14.05[/C][C]14.6883[/C][C]14.8437[/C][C]-0.155456[/C][C]-0.638294[/C][/ROW]
[ROW][C]257[/C][C]16.1[/C][C]14.2357[/C][C]14.575[/C][C]-0.339295[/C][C]1.8643[/C][/ROW]
[ROW][C]258[/C][C]13.35[/C][C]14.4773[/C][C]14.2583[/C][C]0.218943[/C][C]-1.12728[/C][/ROW]
[ROW][C]259[/C][C]11.85[/C][C]13.4862[/C][C]14.0812[/C][C]-0.595039[/C][C]-1.63621[/C][/ROW]
[ROW][C]260[/C][C]11.95[/C][C]13.239[/C][C]13.6542[/C][C]-0.415148[/C][C]-1.28902[/C][/ROW]
[ROW][C]261[/C][C]14.75[/C][C]13.7071[/C][C]13.1583[/C][C]0.548802[/C][C]1.04287[/C][/ROW]
[ROW][C]262[/C][C]15.15[/C][C]12.8685[/C][C]12.6917[/C][C]0.176791[/C][C]2.28154[/C][/ROW]
[ROW][C]263[/C][C]13.2[/C][C]12.9566[/C][C]12.2188[/C][C]0.737841[/C][C]0.243409[/C][/ROW]
[ROW][C]264[/C][C]16.85[/C][C]13.062[/C][C]11.9625[/C][C]1.09953[/C][C]3.78797[/C][/ROW]
[ROW][C]265[/C][C]7.85[/C][C]11.2273[/C][C]11.8417[/C][C]-0.614333[/C][C]-3.37733[/C][/ROW]
[ROW][C]266[/C][C]7.7[/C][C]11.808[/C][C]11.8854[/C][C]-0.077376[/C][C]-4.10804[/C][/ROW]
[ROW][C]267[/C][C]12.6[/C][C]11.5022[/C][C]12.0875[/C][C]-0.585256[/C][C]1.09776[/C][/ROW]
[ROW][C]268[/C][C]7.85[/C][C]11.9383[/C][C]12.0938[/C][C]-0.155456[/C][C]-4.08829[/C][/ROW]
[ROW][C]269[/C][C]10.95[/C][C]11.7128[/C][C]12.0521[/C][C]-0.339295[/C][C]-0.762788[/C][/ROW]
[ROW][C]270[/C][C]12.35[/C][C]12.2544[/C][C]12.0354[/C][C]0.218943[/C][C]0.0956402[/C][/ROW]
[ROW][C]271[/C][C]9.95[/C][C]11.7675[/C][C]12.3625[/C][C]-0.595039[/C][C]-1.81746[/C][/ROW]
[ROW][C]272[/C][C]14.9[/C][C]12.4578[/C][C]12.8729[/C][C]-0.415148[/C][C]2.44223[/C][/ROW]
[ROW][C]273[/C][C]16.65[/C][C]13.6717[/C][C]13.1229[/C][C]0.548802[/C][C]2.97828[/C][/ROW]
[ROW][C]274[/C][C]13.4[/C][C]13.5955[/C][C]13.4187[/C][C]0.176791[/C][C]-0.195541[/C][/ROW]
[ROW][C]275[/C][C]13.95[/C][C]14.5108[/C][C]13.7729[/C][C]0.737841[/C][C]-0.560758[/C][/ROW]
[ROW][C]276[/C][C]15.7[/C][C]15.2704[/C][C]14.1708[/C][C]1.09953[/C][C]0.42964[/C][/ROW]
[ROW][C]277[/C][C]16.85[/C][C]14.0003[/C][C]14.6146[/C][C]-0.614333[/C][C]2.84975[/C][/ROW]
[ROW][C]278[/C][C]10.95[/C][C]14.7435[/C][C]14.8208[/C][C]-0.077376[/C][C]-3.79346[/C][/ROW]
[ROW][C]279[/C][C]15.35[/C][C]14.2231[/C][C]14.8083[/C][C]-0.585256[/C][C]1.12692[/C][/ROW]
[ROW][C]280[/C][C]12.2[/C][C]14.432[/C][C]14.5875[/C][C]-0.155456[/C][C]-2.23204[/C][/ROW]
[ROW][C]281[/C][C]15.1[/C][C]NA[/C][C]NA[/C][C]-0.339295[/C][C]NA[/C][/ROW]
[ROW][C]282[/C][C]17.75[/C][C]NA[/C][C]NA[/C][C]0.218943[/C][C]NA[/C][/ROW]
[ROW][C]283[/C][C]15.2[/C][C]NA[/C][C]NA[/C][C]-0.595039[/C][C]NA[/C][/ROW]
[ROW][C]284[/C][C]14.6[/C][C]NA[/C][C]NA[/C][C]-0.415148[/C][C]NA[/C][/ROW]
[ROW][C]285[/C][C]16.65[/C][C]NA[/C][C]NA[/C][C]0.548802[/C][C]NA[/C][/ROW]
[ROW][C]286[/C][C]8.1[/C][C]NA[/C][C]NA[/C][C]0.176791[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=268658&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268658&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
112.9NANA-0.614333NA
27.4NANA-0.077376NA
312.2NANA-0.585256NA
412.8NANA-0.155456NA
57.4NANA-0.339295NA
66.7NANA0.218943NA
712.610.034110.6292-0.5950392.56587
814.810.076510.4917-0.4151484.72348
913.311.165510.61670.5488022.13453
1011.110.514310.33750.1767910.585709
118.210.96710.22920.737841-2.76701
1211.411.707910.60831.09953-0.30786
136.410.073210.6875-0.614333-3.67317
1410.610.25610.3333-0.0773760.344043
15129.393919.97917-0.5852562.60609
166.39.490389.64583-0.155456-3.19038
1711.39.344049.68333-0.3392951.95596
1811.910.11069.891670.2189431.78939
199.39.5799610.175-0.595039-0.279961
209.610.11410.5292-0.415148-0.514019
211011.07810.52920.548802-1.07797
226.411.068510.89170.176791-4.66846
2313.812.125311.38750.7378411.67466
2410.812.491211.39171.09953-1.69119
2513.810.785711.4-0.6143333.01433
2611.711.360111.4375-0.0773760.339876
2710.910.868911.4542-0.5852560.0310898
2816.111.35711.5125-0.1554564.74296
2913.410.960711.3-0.3392952.4393
309.911.273111.05420.218943-1.37311
3111.510.288310.8833-0.5950391.21171
328.310.284910.7-0.415148-1.98485
3311.711.169610.62080.5488020.530365
346.110.635110.45830.176791-4.53512
35910.883710.14580.737841-1.88367
369.711.153710.05421.09953-1.45369
3710.89.285679.9-0.6143331.51433
3810.39.718469.79583-0.0773760.581543
3910.49.393919.97917-0.5852561.00609
4012.710.073710.2292-0.1554562.62629
419.310.223210.5625-0.339295-0.923205
4211.810.985610.76670.2189430.81439
435.910.2810.875-0.595039-4.37996
4411.410.401510.8167-0.4151480.998481
451311.361310.81250.5488021.6387
4610.811.068510.89170.176791-0.268457
4712.311.708710.97080.7378410.591325
4811.311.953710.85421.09953-0.653693
4911.810.235710.85-0.6143331.56433
507.911.010111.0875-0.077376-3.11012
5112.710.543911.1292-0.5852562.15609
5212.310.95711.1125-0.1554561.34296
5311.610.46910.8083-0.3392951.13096
546.710.877310.65830.218943-4.17728
5510.910.0310.625-0.5950390.870039
5612.110.276510.6917-0.4151481.82348
5713.311.323810.7750.5488021.9762
5810.110.818510.64170.176791-0.718457
595.711.221210.48330.737841-5.52117
6014.311.799510.71.099532.50047
61810.398211.0125-0.614333-2.39817
6213.310.739310.8167-0.0773762.56071
639.310.014710.6-0.585256-0.714744
6412.510.473710.6292-0.1554562.02629
657.610.777411.1167-0.339295-3.17737
6615.911.614811.39580.2189434.28522
679.210.892511.4875-0.595039-1.69246
689.111.172411.5875-0.415148-2.07235
6911.112.036311.48750.548802-0.936302
701311.73111.55420.1767911.26904
7114.512.36711.62920.7378412.13299
7212.212.578711.47921.09953-0.378693
7312.310.885711.5-0.6143331.41433
7411.411.726811.8042-0.077376-0.326791
758.811.452212.0375-0.585256-2.65224
7614.611.840411.9958-0.1554562.75962
777.311.24411.5833-0.339295-3.94404
7812.611.448111.22920.2189431.15189
791310.609111.2042-0.5950392.39087
8012.610.81411.2292-0.4151481.78598
8113.211.569611.02080.5488021.63037
829.910.83110.65420.176791-0.930957
837.711.400310.66250.737841-3.70034
8410.511.891210.79171.09953-1.39119
8513.410.052310.6667-0.6143333.34767
8610.910.35610.4333-0.0773760.544043
874.39.6814110.2667-0.585256-5.38141
8810.310.223710.3792-0.1554560.076289
8911.810.064910.4042-0.3392951.73513
9011.210.510610.29170.2189430.68939
9111.49.4799610.075-0.5950391.92004
928.69.334859.75-0.415148-0.734852
9313.210.36139.81250.5488022.8387
9412.610.06019.883330.1767912.53988
955.610.47959.741670.737841-4.87951
969.910.92459.8251.09953-1.02453
978.89.164839.77917-0.614333-0.364834
987.79.643469.72083-0.077376-1.94346
9999.102249.6875-0.585256-0.102244
1007.39.232049.3875-0.155456-1.93204
10111.49.03579.375-0.3392952.3643
10213.69.939789.720830.2189433.66022
1037.99.292469.8875-0.595039-1.39246
10410.79.7015210.1167-0.4151480.998481
10510.310.736310.18750.548802-0.436302
1068.310.1569.979170.176791-1.85596
1079.610.60459.866670.737841-1.00451
10814.210.80799.708331.099533.39214
1098.59.1449.75833-0.614333-0.644001
11013.59.549719.62708-0.0773763.95029
1114.98.877249.4625-0.585256-3.97724
1126.49.815389.97083-0.155456-3.41538
1139.610.383610.7229-0.339295-0.783621
11411.611.385611.16670.2189430.21439
11511.110.842511.4375-0.5950390.257539
1164.3511.343211.7583-0.415148-6.99319
11712.713.048812.50.548802-0.348802
11818.113.672613.49580.1767914.42738
11917.8514.794114.05630.7378413.05591
12016.615.595414.49581.099531.00464
12112.614.314814.9292-0.614333-1.71483
12217.115.262215.3396-0.0773761.83779
12319.115.010615.5958-0.5852564.08942
12416.115.35715.5125-0.1554560.742956
12513.3514.91715.2562-0.339295-1.56695
12618.415.393915.1750.2189433.00606
12714.714.738315.3333-0.595039-0.0382943
12810.614.872415.2875-0.415148-4.27235
12912.615.605115.05620.548802-3.00505
13016.215.053914.87710.1767911.14613
13113.615.619114.88120.737841-2.01909
13218.915.793314.69371.099533.10672
13314.113.746114.3604-0.6143330.353916
13414.514.478914.5562-0.0773760.021126
13516.1514.085614.6708-0.5852562.06442
13614.7514.440414.5958-0.1554560.309622
13714.814.452414.7917-0.3392950.347629
13812.4514.810614.59170.218943-2.36061
13912.6513.844514.4396-0.595039-1.19454
14017.3514.207814.6229-0.4151483.14223
1418.615.265514.71670.548802-6.66547
14218.414.991414.81460.1767913.40863
14316.115.652414.91460.7378410.447575
14411.616.295415.19581.09953-4.69536
14517.7514.837815.4521-0.6143332.91225
14615.2515.178915.2562-0.0773760.071126
14717.6514.675215.2604-0.5852562.97484
14815.615.192515.3479-0.1554560.407539
14916.3514.946115.2854-0.3392951.40388
15017.6515.523115.30420.2189432.12689
15113.614.565415.1604-0.595039-0.965378
15211.714.797415.2125-0.415148-3.09735
15314.3515.85315.30420.548802-1.50297
15414.7515.40615.22920.176791-0.655957
15518.2515.821215.08330.7378412.42883
1569.916.132915.03331.09953-6.23286
1571614.556515.1708-0.6143331.4435
15818.2515.30815.3854-0.0773762.94196
15916.8514.823115.4083-0.5852562.02692
16014.615.298715.4542-0.155456-0.698711
16113.8515.171115.5104-0.339295-1.32112
16218.9515.931415.71250.2189433.01856
16315.615.421616.0167-0.5950390.178372
16414.8515.674416.0896-0.415148-0.824436
16511.7516.461315.91250.548802-4.7113
16618.4516.003915.82710.1767912.44613
16715.916.777416.03960.737841-0.877425
16817.117.026615.92711.099530.0733905
16916.114.971115.5854-0.6143331.12892
17019.915.376815.4542-0.0773764.52321
17110.9515.179315.7646-0.585256-4.22933
17218.4515.713315.8688-0.1554562.73671
17315.115.348215.6875-0.339295-0.248205
1741515.814815.59580.218943-0.814777
17511.3514.992515.5875-0.595039-3.64246
17615.9514.961915.3771-0.4151480.988064
17718.115.992615.44380.5488022.10745
17814.615.83115.65420.176791-1.23096
17915.415.950315.21250.737841-0.550341
18015.415.932914.83331.09953-0.53286
18117.614.258614.8729-0.6143333.34142
18213.3515.03315.1104-0.077376-1.68304
18319.114.537715.1229-0.5852564.56234
18415.3514.777914.9333-0.1554560.572122
1857.614.552414.8917-0.339295-6.95237
18613.415.22115.00210.218943-1.82103
18713.914.302914.8979-0.595039-0.402878
18819.114.247414.6625-0.4151484.85265
18915.2514.890514.34170.5488020.359532
19012.914.039313.86250.176791-1.13929
19116.114.71713.97920.7378411.38299
19217.3515.245414.14581.099532.10464
19313.1513.552314.1667-0.614333-0.402334
19412.1514.039314.1167-0.077376-1.88929
19512.613.285613.8708-0.585256-0.685577
19610.3513.775813.9312-0.155456-3.42579
19715.413.585713.925-0.3392951.8143
1989.613.958513.73960.218943-4.35853
19918.213.171613.7667-0.5950395.02837
20013.613.776514.1917-0.415148-0.176519
20114.8515.07814.52920.548802-0.227968
20214.7514.88314.70620.176791-0.133041
20314.115.589914.85210.737841-1.48992
20414.916.093314.99371.09953-1.19328
20516.2514.360714.975-0.6143331.88933
20619.2514.591414.6687-0.0773764.65863
20713.613.835614.4208-0.585256-0.235577
20813.614.05514.2104-0.155456-0.454961
20915.6513.964914.3042-0.3392951.68513
21012.7514.806414.58750.218943-2.05644
21114.613.852914.4479-0.5950390.747122
2129.8513.655714.0708-0.415148-3.80569
21312.6514.382113.83330.548802-1.73213
21411.913.922613.74580.176791-2.02262
21519.214.496213.75830.7378414.70383
21616.614.872413.77291.099531.72756
21711.213.196113.8104-0.614333-1.99608
21815.2513.972614.05-0.0773761.27738
21911.913.881414.4667-0.585256-1.98141
22013.214.509114.6646-0.155456-1.30913
22116.3514.146114.4854-0.3392952.20388
22212.414.604414.38540.218943-2.20436
22315.8513.690414.2854-0.5950392.15962
22414.3513.601514.0167-0.4151480.748481
22518.1514.598814.050.5488023.5512
22611.1514.635114.45830.176791-3.48512
22715.6515.402414.66460.7378410.247575
22817.7515.91214.81251.099531.83797
2297.6514.383614.9979-0.614333-6.73358
23012.3515.078915.1562-0.077376-2.72887
23115.614.777215.3625-0.5852560.822756
23219.315.552915.7083-0.1554563.74712
23315.215.821116.1604-0.339295-0.621121
23417.116.329416.11040.2189430.77064
23515.615.538316.1333-0.5950390.0617057
23618.415.816116.2313-0.4151482.5839
23719.0516.198815.650.5488022.8512
23818.5515.053914.87710.1767913.49613
23919.115.237814.50.7378413.86216
24013.115.307914.20831.09953-2.20786
24112.8513.235713.85-0.614333-0.385667
2429.513.428913.5062-0.077376-3.92887
2434.512.391812.9771-0.585256-7.89183
24411.8512.350812.5062-0.155456-0.500794
24513.612.048212.3875-0.3392951.5518
24611.712.833512.61460.218943-1.13353
24712.412.144512.7396-0.5950390.255456
24813.3512.468212.8833-0.4151480.881814
24911.414.190513.64170.548802-2.79047
25014.914.45614.27920.1767910.444043
25119.915.212814.4750.7378414.68716
25217.7515.747414.64791.099532.00256
25311.214.079414.6937-0.614333-2.87942
25414.614.535114.6125-0.0773760.064876
25517.614.108514.6938-0.5852563.49151
25614.0514.688314.8437-0.155456-0.638294
25716.114.235714.575-0.3392951.8643
25813.3514.477314.25830.218943-1.12728
25911.8513.486214.0812-0.595039-1.63621
26011.9513.23913.6542-0.415148-1.28902
26114.7513.707113.15830.5488021.04287
26215.1512.868512.69170.1767912.28154
26313.212.956612.21880.7378410.243409
26416.8513.06211.96251.099533.78797
2657.8511.227311.8417-0.614333-3.37733
2667.711.80811.8854-0.077376-4.10804
26712.611.502212.0875-0.5852561.09776
2687.8511.938312.0938-0.155456-4.08829
26910.9511.712812.0521-0.339295-0.762788
27012.3512.254412.03540.2189430.0956402
2719.9511.767512.3625-0.595039-1.81746
27214.912.457812.8729-0.4151482.44223
27316.6513.671713.12290.5488022.97828
27413.413.595513.41870.176791-0.195541
27513.9514.510813.77290.737841-0.560758
27615.715.270414.17081.099530.42964
27716.8514.000314.6146-0.6143332.84975
27810.9514.743514.8208-0.077376-3.79346
27915.3514.223114.8083-0.5852561.12692
28012.214.43214.5875-0.155456-2.23204
28115.1NANA-0.339295NA
28217.75NANA0.218943NA
28315.2NANA-0.595039NA
28414.6NANA-0.415148NA
28516.65NANA0.548802NA
2868.1NANA0.176791NA


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$trend)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
if (par1 == 'additive') a<-table.element(a,signif(m$trend[i]+m$seasonal[i],6)) else a<-table.element(a,signif(m$trend[i]*m$seasonal[i],6))
a<-table.element(a,signif(m$trend[i],6))
a<-table.element(a,signif(m$seasonal[i],6))
a<-table.element(a,signif(m$random[i],6))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')