| paper CD | | *The author of this computation has been verified* | | R Software Module: /rwasp_decompose.wasp (opens new window with default values) | | Title produced by software: Classical Decomposition | | Date of computation: Sat, 25 Dec 2010 16:14:48 +0000 | | | | Cite this page as follows: | | Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5.htm/, Retrieved Sat, 25 Dec 2010 17:25:35 +0100 | | | | BibTeX entries for LaTeX users: | @Manual{KEY,
author = {{YOUR NAME}},
publisher = {Office for Research Development and Education},
title = {Statistical Computations at FreeStatistics.org, URL http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5.htm/},
year = {2010},
}
@Manual{R,
title = {R: A Language and Environment for Statistical Computing},
author = {{R Development Core Team}},
organization = {R Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2010},
note = {{ISBN} 3-900051-07-0},
url = {http://www.R-project.org},
}
| | | | Original text written by user: | | | | | IsPrivate? | | No (this computation is public) | | | | User-defined keywords: | | | | | Dataseries X: | | » Textbox « » Textfile « » CSV « | | 5.2
7.9
8.7
8.9
15.3
15.4
18.1
19.7
13
12.6
6.2
3.5
3.4
0
9.5
8.9
10.4
13.2
18.9
19
16.3
10.6
5.8
3.6
2.6
5
7.3
9.2
15.7
16.8
18.4
18.1
14.6
7.8
7.6
3.8
5.6
2.2
6.8
11.8
14.9
16.7
16.7
15.9
13.6
9.2
2.8
2.5
4.8
2.8
7.8
9
12.9
16.4
21.8
17.8
13.5
10
10.4
5.5
4
6.8
5.7
9.1
13.6
15
20.9
20.4
14
13.7
7.1
0.8
2.1
1.3
3.9
10.7
11.1
16.4
17.1
17.3
12.9
10.9
5.3
0.7
-0.2
6.5
8.6
8.5
13.3
16.2
17.5
21.2
14.8
10.3
7.3
5.1
4.4
6.2
7.7
9.3
15.6
16.3
16.6
17.4
15.3
9.7
3.7
4.6
5.4
3.1
7.9
10.1
15
15.6
19.7
18.1
17.7
10.7
6.2
4.2
4
5.9
7.1
10.5
15.1
16.8
15.3
18.4
16.1
11.3
7.9
5.6
3.4
4.8
6.5
8.5
15.1
15.7
18.7
19.2
12.9
14.4
6.2
3.3
4.6
7.2
7.8
9.9
13.6
17.1
17.8
18.6
14.7
10.5
8.6
4.4
2.3
2.8
8.8
10.7
13.9
19.3
19.5
20.4
15.3
7.9
8.3
4.5
3.2
5
6.6
11.1
12.8
16.3
17.4
18.9
15.8
11.7
6.4
2.9
4.7
2.4
7.2
10.7
13.4
18.5
18.3
16.8
16.6
14. etc... | | | | Output produced by software: |
| Classical Decomposition by Moving Averages | | t | Observations | Fit | Trend | Seasonal | Random | | 1 | 5.2 | NA | NA | -7.04760599415205 | NA | | 2 | 7.9 | NA | NA | -6.50089546783626 | NA | | 3 | 8.7 | NA | NA | -3.66953581871345 | NA | | 4 | 8.9 | NA | NA | -0.583351608187134 | NA | | 5 | 15.3 | NA | NA | 3.23287646198830 | NA | | 6 | 15.4 | NA | NA | 5.73704312865497 | NA | | 7 | 18.1 | 18.8293676900585 | 11.1333333333333 | 7.69603435672515 | -0.729367690058478 | | 8 | 19.7 | 18.3076571637427 | 10.7291666666667 | 7.57849049707602 | 1.39234283625731 | | 9 | 13 | 14.6203764619883 | 10.4333333333333 | 4.18704312865497 | -1.62037646198830 | | 10 | 12.6 | 10.8080957602339 | 10.4666666666667 | 0.341429093567251 | 1.79190423976608 | | 11 | 6.2 | 6.2874817251462 | 10.2625 | -3.9750182748538 | -0.0874817251461959 | | 12 | 3.5 | 2.97015716374269 | 9.96666666666667 | -6.99650950292398 | 0.529842836257311 | | 13 | 3.4 | 2.86072733918128 | 9.90833333333333 | -7.04760599415205 | 0.539272660818716 | | 14 | 0 | 3.41160453216374 | 9.9125 | -6.50089546783626 | -3.41160453216374 | | 15 | 9.5 | 6.35129751461988 | 10.0208333333333 | -3.66953581871345 | 3.14870248538012 | | 16 | 8.9 | 9.49164839181286 | 10.075 | -0.583351608187134 | -0.591648391812862 | | 17 | 10.4 | 13.2078764619883 | 9.975 | 3.23287646198830 | -2.8078764619883 | | 18 | 13.2 | 15.6995431286550 | 9.9625 | 5.73704312865497 | -2.49954312865497 | | 19 | 18.9 | 17.6293676900585 | 9.93333333333333 | 7.69603435672515 | 1.27063230994152 | | 20 | 19 | 17.6868238304094 | 10.1083333333333 | 7.57849049707602 | 1.31317616959064 | | 21 | 16.3 | 14.4120431286550 | 10.225 | 4.18704312865497 | 1.88795687134503 | | 22 | 10.6 | 10.4872624269006 | 10.1458333333333 | 0.341429093567251 | 0.112737573099414 | | 23 | 5.8 | 6.40414839181286 | 10.3791666666667 | -3.9750182748538 | -0.604148391812863 | | 24 | 3.6 | 3.75349049707602 | 10.75 | -6.99650950292398 | -0.153490497076023 | | 25 | 2.6 | 3.83156067251462 | 10.8791666666667 | -7.04760599415205 | -1.23156067251462 | | 26 | 5 | 4.31993786549707 | 10.8208333333333 | -6.50089546783626 | 0.680062134502926 | | 27 | 7.3 | 7.04296418128655 | 10.7125 | -3.66953581871345 | 0.257035818713451 | | 28 | 9.2 | 9.94164839181286 | 10.525 | -0.583351608187134 | -0.741648391812864 | | 29 | 15.7 | 13.7162097953216 | 10.4833333333333 | 3.23287646198830 | 1.98379020467836 | | 30 | 16.8 | 16.3037097953216 | 10.5666666666667 | 5.73704312865497 | 0.496290204678363 | | 31 | 18.4 | 18.3960343567251 | 10.7 | 7.69603435672515 | 0.00396564327485471 | | 32 | 18.1 | 18.2868238304094 | 10.7083333333333 | 7.57849049707602 | -0.186823830409354 | | 33 | 14.6 | 14.7578764619883 | 10.5708333333333 | 4.18704312865497 | -0.157876461988305 | | 34 | 7.8 | 10.9997624269006 | 10.6583333333333 | 0.341429093567251 | -3.19976242690058 | | 35 | 7.6 | 6.75831505847953 | 10.7333333333333 | -3.9750182748538 | 0.841684941520466 | | 36 | 3.8 | 3.69932383040936 | 10.6958333333333 | -6.99650950292398 | 0.100676169590642 | | 37 | 5.6 | 3.57322733918129 | 10.6208333333333 | -7.04760599415205 | 2.02677266081871 | | 38 | 2.2 | 3.95743786549708 | 10.4583333333333 | -6.50089546783626 | -1.75743786549708 | | 39 | 6.8 | 6.65546418128655 | 10.325 | -3.66953581871345 | 0.144535818713452 | | 40 | 11.8 | 9.75831505847953 | 10.3416666666667 | -0.583351608187134 | 2.04168494152047 | | 41 | 14.9 | 13.4328764619883 | 10.2 | 3.23287646198830 | 1.46712353801169 | | 42 | 16.7 | 15.6828764619883 | 9.94583333333333 | 5.73704312865497 | 1.01712353801170 | | 43 | 16.7 | 17.5543676900585 | 9.85833333333333 | 7.69603435672515 | -0.85436769005848 | | 44 | 15.9 | 17.4284904970760 | 9.85 | 7.57849049707602 | -1.52849049707602 | | 45 | 13.6 | 14.1037097953216 | 9.91666666666667 | 4.18704312865497 | -0.503709795321639 | | 46 | 9.2 | 10.1830957602339 | 9.84166666666667 | 0.341429093567251 | -0.983095760233919 | | 47 | 2.8 | 5.66664839181286 | 9.64166666666667 | -3.9750182748538 | -2.86664839181286 | | 48 | 2.5 | 2.54932383040936 | 9.54583333333333 | -6.99650950292398 | -0.0493238304093566 | | 49 | 4.8 | 2.69822733918128 | 9.74583333333333 | -7.04760599415205 | 2.10177266081872 | | 50 | 2.8 | 3.53660453216374 | 10.0375 | -6.50089546783626 | -0.736604532163744 | | 51 | 7.8 | 6.44296418128655 | 10.1125 | -3.66953581871345 | 1.35703581871345 | | 52 | 9 | 9.55831505847953 | 10.1416666666667 | -0.583351608187134 | -0.558315058479531 | | 53 | 12.9 | 13.7245431286550 | 10.4916666666667 | 3.23287646198830 | -0.824543128654971 | | 54 | 16.4 | 16.6703764619883 | 10.9333333333333 | 5.73704312865497 | -0.270376461988304 | | 55 | 21.8 | 18.7210343567251 | 11.025 | 7.69603435672515 | 3.07896564327486 | | 56 | 17.8 | 18.7368238304094 | 11.1583333333333 | 7.57849049707602 | -0.936823830409356 | | 57 | 13.5 | 15.4245431286550 | 11.2375 | 4.18704312865497 | -1.92454312865497 | | 58 | 10 | 11.4955957602339 | 11.1541666666667 | 0.341429093567251 | -1.49559576023392 | | 59 | 10.4 | 7.2124817251462 | 11.1875 | -3.9750182748538 | 3.1875182748538 | | 60 | 5.5 | 4.16182383040936 | 11.1583333333333 | -6.99650950292398 | 1.33817616959064 | | 61 | 4 | 4.01489400584795 | 11.0625 | -7.04760599415205 | -0.0148940058479514 | | 62 | 6.8 | 4.63243786549708 | 11.1333333333333 | -6.50089546783626 | 2.16756213450292 | | 63 | 5.7 | 7.59296418128655 | 11.2625 | -3.66953581871345 | -1.89296418128655 | | 64 | 9.1 | 10.8541483918129 | 11.4375 | -0.583351608187134 | -1.75414839181287 | | 65 | 13.6 | 14.6870431286550 | 11.4541666666667 | 3.23287646198830 | -1.08704312865497 | | 66 | 15 | 16.8578764619883 | 11.1208333333333 | 5.73704312865497 | -1.85787646198830 | | 67 | 20.9 | 18.5418676900585 | 10.8458333333333 | 7.69603435672515 | 2.35813230994152 | | 68 | 20.4 | 18.1159904970760 | 10.5375 | 7.57849049707602 | 2.28400950292398 | | 69 | 14 | 14.4203764619883 | 10.2333333333333 | 4.18704312865497 | -0.420376461988301 | | 70 | 13.7 | 10.5664290935672 | 10.225 | 0.341429093567251 | 3.13357090643275 | | 71 | 7.1 | 6.2124817251462 | 10.1875 | -3.9750182748538 | 0.8875182748538 | | 72 | 0.8 | 3.14515716374269 | 10.1416666666667 | -6.99650950292398 | -2.34515716374269 | | 73 | 2.1 | 2.99406067251462 | 10.0416666666667 | -7.04760599415205 | -0.89406067251462 | | 74 | 1.3 | 3.25327119883041 | 9.75416666666667 | -6.50089546783626 | -1.95327119883041 | | 75 | 3.9 | 5.90963084795322 | 9.57916666666667 | -3.66953581871345 | -2.00963084795322 | | 76 | 10.7 | 8.83331505847953 | 9.41666666666667 | -0.583351608187134 | 1.86668494152047 | | 77 | 11.1 | 12.4578764619883 | 9.225 | 3.23287646198830 | -1.35787646198830 | | 78 | 16.4 | 14.8828764619883 | 9.14583333333333 | 5.73704312865497 | 1.51712353801170 | | 79 | 17.1 | 16.7418676900585 | 9.04583333333333 | 7.69603435672515 | 0.358132309941524 | | 80 | 17.3 | 16.7451571637427 | 9.16666666666666 | 7.57849049707602 | 0.554842836257313 | | 81 | 12.9 | 13.7662097953216 | 9.57916666666666 | 4.18704312865497 | -0.866209795321636 | | 82 | 10.9 | 10.0247624269006 | 9.68333333333333 | 0.341429093567251 | 0.875237573099415 | | 83 | 5.3 | 5.70831505847953 | 9.68333333333333 | -3.9750182748538 | -0.408315058479532 | | 84 | 0.7 | 2.77015716374269 | 9.76666666666667 | -6.99650950292398 | -2.07015716374269 | | 85 | -0.2 | 2.72739400584795 | 9.775 | -7.04760599415205 | -2.92739400584795 | | 86 | 6.5 | 3.45327119883041 | 9.95416666666667 | -6.50089546783626 | 3.04672880116959 | | 87 | 8.6 | 6.52629751461988 | 10.1958333333333 | -3.66953581871345 | 2.07370248538012 | | 88 | 8.5 | 9.66664839181287 | 10.25 | -0.583351608187134 | -1.16664839181287 | | 89 | 13.3 | 13.5412097953216 | 10.3083333333333 | 3.23287646198830 | -0.241209795321636 | | 90 | 16.2 | 16.3120431286550 | 10.575 | 5.73704312865497 | -0.112043128654971 | | 91 | 17.5 | 18.6460343567251 | 10.95 | 7.69603435672515 | -1.14603435672515 | | 92 | 21.2 | 18.7076571637427 | 11.1291666666667 | 7.57849049707602 | 2.49234283625731 | | 93 | 14.8 | 15.2662097953216 | 11.0791666666667 | 4.18704312865497 | -0.466209795321635 | | 94 | 10.3 | 11.4164290935672 | 11.075 | 0.341429093567251 | -1.11642909356725 | | 95 | 7.3 | 7.22914839181287 | 11.2041666666667 | -3.9750182748538 | 0.0708516081871338 | | 96 | 5.1 | 4.30765716374269 | 11.3041666666667 | -6.99650950292398 | 0.792342836257307 | | 97 | 4.4 | 4.22322733918129 | 11.2708333333333 | -7.04760599415205 | 0.176772660818713 | | 98 | 6.2 | 4.57410453216374 | 11.075 | -6.50089546783626 | 1.62589546783626 | | 99 | 7.7 | 7.26796418128655 | 10.9375 | -3.66953581871345 | 0.43203581871345 | | 100 | 9.3 | 10.3499817251462 | 10.9333333333333 | -0.583351608187134 | -1.04998172514620 | | 101 | 15.6 | 13.9912097953216 | 10.7583333333333 | 3.23287646198830 | 1.60879020467836 | | 102 | 16.3 | 16.3245431286550 | 10.5875 | 5.73704312865497 | -0.0245431286549707 | | 103 | 16.6 | 18.3043676900585 | 10.6083333333333 | 7.69603435672515 | -1.70436769005848 | | 104 | 17.4 | 18.0993238304094 | 10.5208333333333 | 7.57849049707602 | -0.699323830409357 | | 105 | 15.3 | 14.5870431286550 | 10.4 | 4.18704312865497 | 0.71295687134503 | | 106 | 9.7 | 10.7830957602339 | 10.4416666666667 | 0.341429093567251 | -1.08309576023392 | | 107 | 3.7 | 6.4749817251462 | 10.45 | -3.9750182748538 | -2.7749817251462 | | 108 | 4.6 | 3.39932383040936 | 10.3958333333333 | -6.99650950292398 | 1.20067616959064 | | 109 | 5.4 | 3.44822733918129 | 10.4958333333333 | -7.04760599415205 | 1.95177266081871 | | 110 | 3.1 | 4.15327119883041 | 10.6541666666667 | -6.50089546783626 | -1.05327119883041 | | 111 | 7.9 | 7.11379751461988 | 10.7833333333333 | -3.66953581871345 | 0.78620248538012 | | 112 | 10.1 | 10.3416483918129 | 10.925 | -0.583351608187134 | -0.241648391812863 | | 113 | 15 | 14.3037097953216 | 11.0708333333333 | 3.23287646198830 | 0.696290204678364 | | 114 | 15.6 | 16.8953764619883 | 11.1583333333333 | 5.73704312865497 | -1.29537646198830 | | 115 | 19.7 | 18.7793676900585 | 11.0833333333333 | 7.69603435672515 | 0.92063230994152 | | 116 | 18.1 | 18.7201571637427 | 11.1416666666667 | 7.57849049707602 | -0.620157163742688 | | 117 | 17.7 | 15.4120431286550 | 11.225 | 4.18704312865497 | 2.28795687134503 | | 118 | 10.7 | 11.5497624269006 | 11.2083333333333 | 0.341429093567251 | -0.849762426900586 | | 119 | 6.2 | 7.25414839181287 | 11.2291666666667 | -3.9750182748538 | -1.05414839181287 | | 120 | 4.2 | 4.28682383040936 | 11.2833333333333 | -6.99650950292398 | -0.0868238304093563 | | 121 | 4 | 4.10239400584795 | 11.15 | -7.04760599415205 | -0.102394005847952 | | 122 | 5.9 | 4.47827119883041 | 10.9791666666667 | -6.50089546783626 | 1.42172880116959 | | 123 | 7.1 | 7.25546418128655 | 10.925 | -3.66953581871345 | -0.155464181286550 | | 124 | 10.5 | 10.2999817251462 | 10.8833333333333 | -0.583351608187134 | 0.200018274853802 | | 125 | 15.1 | 14.2120431286550 | 10.9791666666667 | 3.23287646198830 | 0.887956871345029 | | 126 | 16.8 | 16.8453764619883 | 11.1083333333333 | 5.73704312865497 | -0.0453764619883046 | | 127 | 15.3 | 18.8377010233918 | 11.1416666666667 | 7.69603435672515 | -3.53770102339181 | | 128 | 18.4 | 18.6493238304094 | 11.0708333333333 | 7.57849049707602 | -0.249323830409358 | | 129 | 16.1 | 15.1870431286550 | 11 | 4.18704312865497 | 0.912956871345033 | | 130 | 11.3 | 11.2330957602339 | 10.8916666666667 | 0.341429093567251 | 0.0669042397660835 | | 131 | 7.9 | 6.83331505847953 | 10.8083333333333 | -3.9750182748538 | 1.06668494152047 | | 132 | 5.6 | 3.76599049707602 | 10.7625 | -6.99650950292398 | 1.83400950292398 | | 133 | 3.4 | 3.81072733918129 | 10.8583333333333 | -7.04760599415205 | -0.410727339181285 | | 134 | 4.8 | 4.53243786549707 | 11.0333333333333 | -6.50089546783626 | 0.267562134502924 | | 135 | 6.5 | 7.26379751461988 | 10.9333333333333 | -3.66953581871345 | -0.763797514619883 | | 136 | 8.5 | 10.3458150584795 | 10.9291666666667 | -0.583351608187134 | -1.84581505847953 | | 137 | 15.1 | 14.2203764619883 | 10.9875 | 3.23287646198830 | 0.879623538011694 | | 138 | 15.7 | 16.5578764619883 | 10.8208333333333 | 5.73704312865497 | -0.857876461988303 | | 139 | 18.7 | 18.4710343567251 | 10.775 | 7.69603435672515 | 0.228965643274853 | | 140 | 19.2 | 18.5034904970760 | 10.925 | 7.57849049707602 | 0.696509502923977 | | 141 | 12.9 | 15.2662097953216 | 11.0791666666667 | 4.18704312865497 | -2.36620979532164 | | 142 | 14.4 | 11.5330957602339 | 11.1916666666667 | 0.341429093567251 | 2.86690423976608 | | 143 | 6.2 | 7.2124817251462 | 11.1875 | -3.9750182748538 | -1.01248172514620 | | 144 | 3.3 | 4.18682383040936 | 11.1833333333333 | -6.99650950292398 | -0.88682383040936 | | 145 | 4.6 | 4.15656067251462 | 11.2041666666667 | -7.04760599415205 | 0.443439327485381 | | 146 | 7.2 | 4.64077119883041 | 11.1416666666667 | -6.50089546783626 | 2.55922880116959 | | 147 | 7.8 | 7.52213084795321 | 11.1916666666667 | -3.66953581871345 | 0.277869152046785 | | 148 | 9.9 | 10.5208150584795 | 11.1041666666667 | -0.583351608187134 | -0.620815058479531 | | 149 | 13.6 | 14.2745431286550 | 11.0416666666667 | 3.23287646198830 | -0.674543128654969 | | 150 | 17.1 | 16.9245431286550 | 11.1875 | 5.73704312865497 | 0.175456871345032 | | 151 | 17.8 | 18.8335343567251 | 11.1375 | 7.69603435672515 | -1.03353435672514 | | 152 | 18.6 | 18.4368238304094 | 10.8583333333333 | 7.57849049707602 | 0.163176169590646 | | 153 | 14.7 | 14.9037097953216 | 10.7166666666667 | 4.18704312865497 | -0.203709795321636 | | 154 | 10.5 | 11.1330957602339 | 10.7916666666667 | 0.341429093567251 | -0.633095760233918 | | 155 | 8.6 | 6.8624817251462 | 10.8375 | -3.9750182748538 | 1.7375182748538 | | 156 | 4.4 | 3.94515716374269 | 10.9416666666667 | -6.99650950292398 | 0.454842836257308 | | 157 | 2.3 | 4.05656067251462 | 11.1041666666667 | -7.04760599415205 | -1.75656067251462 | | 158 | 2.8 | 4.74910453216374 | 11.25 | -6.50089546783626 | -1.94910453216374 | | 159 | 8.8 | 7.68046418128655 | 11.35 | -3.66953581871345 | 1.11953581871345 | | 160 | 10.7 | 10.6833150584795 | 11.2666666666667 | -0.583351608187134 | 0.0166849415204684 | | 161 | 13.9 | 14.3787097953216 | 11.1458333333333 | 3.23287646198830 | -0.478709795321636 | | 162 | 19.3 | 16.8745431286550 | 11.1375 | 5.73704312865497 | 2.42545687134503 | | 163 | 19.5 | 18.8752010233918 | 11.1791666666667 | 7.69603435672515 | 0.624798976608187 | | 164 | 20.4 | 18.8868238304094 | 11.3083333333333 | 7.57849049707602 | 1.51317616959064 | | 165 | 15.3 | 15.4953764619883 | 11.3083333333333 | 4.18704312865497 | -0.195376461988303 | | 166 | 7.9 | 11.5747624269006 | 11.2333333333333 | 0.341429093567251 | -3.67476242690058 | | 167 | 8.3 | 7.22914839181286 | 11.2041666666667 | -3.9750182748538 | 1.07085160818714 | | 168 | 4.5 | 4.03682383040936 | 11.0333333333333 | -6.99650950292398 | 0.463176169590643 | | 169 | 3.2 | 3.77322733918128 | 10.8208333333333 | -7.04760599415205 | -0.573227339181285 | | 170 | 5 | 4.16993786549708 | 10.6708333333333 | -6.50089546783626 | 0.830062134502924 | | 171 | 6.6 | 6.95963084795321 | 10.6291666666667 | -3.66953581871345 | -0.359630847953214 | | 172 | 11.1 | 10.2249817251462 | 10.8083333333333 | -0.583351608187134 | 0.875018274853801 | | 173 | 12.8 | 14.1203764619883 | 10.8875 | 3.23287646198830 | -1.32037646198830 | | 174 | 16.3 | 16.4787097953216 | 10.7416666666667 | 5.73704312865497 | -0.178709795321637 | | 175 | 17.4 | 18.4335343567251 | 10.7375 | 7.69603435672515 | -1.03353435672515 | | 176 | 18.9 | 18.2701571637427 | 10.6916666666667 | 7.57849049707602 | 0.629842836257307 | | 177 | 15.8 | 14.7953764619883 | 10.6083333333333 | 4.18704312865497 | 1.00462353801170 | | 178 | 11.7 | 10.9580957602339 | 10.6166666666667 | 0.341429093567251 | 0.741904239766082 | | 179 | 6.4 | 6.6499817251462 | 10.625 | -3.9750182748538 | -0.249981725146197 | | 180 | 2.9 | 3.74515716374269 | 10.7416666666667 | -6.99650950292398 | -0.845157163742689 | | 181 | 4.7 | 3.82322733918128 | 10.8708333333333 | -7.04760599415205 | 0.876772660818714 | | 182 | 2.4 | 4.31993786549707 | 10.8208333333333 | -6.50089546783626 | -1.91993786549707 | | 183 | 7.2 | 7.09713084795322 | 10.7666666666667 | -3.66953581871345 | 0.102869152046782 | | 184 | 10.7 | 10.3166483918129 | 10.9 | -0.583351608187134 | 0.383351608187134 | | 185 | 13.4 | 14.2203764619883 | 10.9875 | 3.23287646198830 | -0.820376461988307 | | 186 | 18.5 | 16.7370431286550 | 11 | 5.73704312865497 | 1.76295687134503 | | 187 | 18.3 | 18.5960343567251 | 10.9 | 7.69603435672515 | -0.296034356725142 | | 188 | 16.8 | 18.3493238304094 | 10.7708333333333 | 7.57849049707602 | -1.54932383040935 | | 189 | 16.6 | 14.8412097953216 | 10.6541666666667 | 4.18704312865497 | 1.75879020467836 | | 190 | 14.1 | 10.8247624269006 | 10.4833333333333 | 0.341429093567251 | 3.27523757309942 | | 191 | 6.1 | 6.48331505847953 | 10.4583333333333 | -3.9750182748538 | -0.383315058479534 | | 192 | 3.5 | 3.44515716374269 | 10.4416666666667 | -6.99650950292398 | 0.0548428362573095 | | 193 | 1.7 | 3.53989400584795 | 10.5875 | -7.04760599415205 | -1.83989400584795 | | 194 | 2.3 | 4.26160453216374 | 10.7625 | -6.50089546783626 | -1.96160453216374 | | 195 | 4.5 | 7.14713084795322 | 10.8166666666667 | -3.66953581871345 | -2.64713084795322 | | 196 | 9.3 | 10.3124817251462 | 10.8958333333333 | -0.583351608187134 | -1.01248172514620 | | 197 | 14.2 | 14.2578764619883 | 11.025 | 3.23287646198830 | -0.0578764619883056 | | 198 | 17.3 | 16.9870431286550 | 11.25 | 5.73704312865497 | 0.312956871345028 | | 199 | 23 | 19.2752010233918 | 11.5791666666667 | 7.69603435672515 | 3.72479897660819 | | 200 | 16.3 | 19.5743238304094 | 11.9958333333333 | 7.57849049707602 | -3.27432383040936 | | 201 | 18.4 | 16.5162097953216 | 12.3291666666667 | 4.18704312865497 | 1.88379020467836 | | 202 | 14.2 | 13.0247624269006 | 12.6833333333333 | 0.341429093567251 | 1.17523757309942 | | 203 | 9.1 | 8.93331505847953 | 12.9083333333333 | -3.9750182748538 | 0.166684941520469 | | 204 | 5.9 | 5.93682383040936 | 12.9333333333333 | -6.99650950292398 | -0.0368238304093573 | | 205 | 7.2 | 5.65239400584795 | 12.7 | -7.04760599415205 | 1.54760599415205 | | 206 | 6.8 | 5.99493786549708 | 12.4958333333333 | -6.50089546783626 | 0.805062134502924 | | 207 | 8 | 8.68463084795322 | 12.3541666666667 | -3.66953581871345 | -0.684630847953217 | | 208 | 14.3 | 11.4374817251462 | 12.0208333333333 | -0.583351608187134 | 2.86251827485380 | | 209 | 14.6 | 15.0037097953216 | 11.7708333333333 | 3.23287646198830 | -0.403709795321637 | | 210 | 17.5 | 17.3370431286550 | 11.6 | 5.73704312865497 | 0.162956871345031 | | 211 | 17.2 | 19.1918676900585 | 11.4958333333333 | 7.69603435672515 | -1.99186769005848 | | 212 | 17.2 | 19.0159904970760 | 11.4375 | 7.57849049707602 | -1.81599049707602 | | 213 | 14.1 | 15.5245431286550 | 11.3375 | 4.18704312865497 | -1.42454312865497 | | 214 | 10.5 | 11.3997624269006 | 11.0583333333333 | 0.341429093567251 | -0.899762426900585 | | 215 | 6.8 | 6.9499817251462 | 10.925 | -3.9750182748538 | -0.149981725146198 | | 216 | 4.1 | 3.94515716374269 | 10.9416666666667 | -6.99650950292398 | 0.154842836257311 | | 217 | 6.5 | 3.86906067251462 | 10.9166666666667 | -7.04760599415205 | 2.63093932748538 | | 218 | 6.1 | 4.46577119883041 | 10.9666666666667 | -6.50089546783626 | 1.63422880116959 | | 219 | 6.3 | 7.30963084795322 | 10.9791666666667 | -3.66953581871345 | -1.00963084795322 | | 220 | 9.3 | 10.3916483918129 | 10.975 | -0.583351608187134 | -1.09164839181286 | | 221 | 16.4 | 14.2120431286550 | 10.9791666666667 | 3.23287646198830 | 2.18795687134503 | | 222 | 16.1 | 16.6662097953216 | 10.9291666666667 | 5.73704312865497 | -0.566209795321635 | | 223 | 18 | 18.3293676900585 | 10.6333333333333 | 7.69603435672515 | -0.329367690058481 | | 224 | 17.6 | 17.8659904970760 | 10.2875 | 7.57849049707602 | -0.265990497076023 | | 225 | 14 | 14.3870431286550 | 10.2 | 4.18704312865497 | -0.387043128654970 | | 226 | 10.5 | 10.6914290935673 | 10.35 | 0.341429093567251 | -0.191429093567251 | | 227 | 6.9 | 6.4249817251462 | 10.4 | -3.9750182748538 | 0.475018274853801 | | 228 | 2.8 | 3.33682383040936 | 10.3333333333333 | -6.99650950292398 | -0.536823830409357 | | 229 | 0.7 | 3.33156067251462 | 10.3791666666667 | -7.04760599415205 | -2.63156067251462 | | 230 | 3.6 | 3.98243786549707 | 10.4833333333333 | -6.50089546783626 | -0.382437865497074 | | 231 | 6.7 | 6.96379751461988 | 10.6333333333333 | -3.66953581871345 | -0.263797514619883 | | 232 | 12.5 | 10.1583150584795 | 10.7416666666667 | -0.583351608187134 | 2.34168494152047 | | 233 | 14.4 | 14.1245431286550 | 10.8916666666667 | 3.23287646198830 | 0.275456871345032 | | 234 | 16.5 | 16.7495431286550 | 11.0125 | 5.73704312865497 | -0.249543128654970 | | 235 | 18.7 | NA | NA | 7.69603435672515 | NA | | 236 | 19.4 | NA | NA | 7.57849049707602 | NA | | 237 | 15.8 | NA | NA | 4.18704312865497 | NA | | 238 | 11.3 | NA | NA | 0.341429093567251 | NA | | 239 | 9.7 | NA | NA | -3.9750182748538 | NA | | 240 | 2.9 | NA | NA | -6.99650950292398 | NA |
| | | | Charts produced by software: |  | | http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5/14np01293293682.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5/14np01293293682.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5/24np01293293682.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5/24np01293293682.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5/3eeol1293293682.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5/3eeol1293293682.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5/4pooo1293293682.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/25/t1293294335070a6rv5wuk98u5/4pooo1293293682.ps (open in new window) |
| | | | Parameters (Session): | | par1 = additive ; par2 = 12 ; | | | | Parameters (R input): | | par1 = additive ; par2 = 12 ; | | | | R code (references can be found in the software module): | par2 <- as.numeric(par2)
x <- ts(x,freq=par2)
m <- decompose(x,type=par1)
m$figure
bitmap(file='test1.png')
plot(m)
dev.off()
mylagmax <- length(x)/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$trend),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$seasonal),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$random),na.action=na.pass,lag.max = mylagmax,main='Random')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
spectrum(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
spectrum(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
cpgram(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
cpgram(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Classical Decomposition by Moving Averages',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observations',header=TRUE)
a<-table.element(a,'Fit',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Random',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(m$trend)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
if (par1 == 'additive') a<-table.element(a,m$trend[i]+m$seasonal[i]) else a<-table.element(a,m$trend[i]*m$seasonal[i])
a<-table.element(a,m$trend[i])
a<-table.element(a,m$seasonal[i])
a<-table.element(a,m$random[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
| | |
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