| | | *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: Mon, 20 Dec 2010 14:39:41 +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/20/t1292855929rn656py0q8ey3oo.htm/, Retrieved Mon, 20 Dec 2010 15:38:49 +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/20/t1292855929rn656py0q8ey3oo.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 « | | 9,4
9,4
9,5
9,5
9,4
9,4
9,3
9,4
9,4
9,2
9,1
9,1
9,1
9,0
9,0
8,9
8,8
8,7
8,5
8,3
8,1
7,9
7,8
7,6
7,4
7,2
7,0
7,0
6,8
6,8
6,7
6,8
6,7
6,7
6,7
6,5
6,3
6,3
6,3
6,5
6,6
6,5
6,3
6,3
6,5
7,0
7,1
7,3
7,3
7,4
7,4
7,3
7,4
7,5
7,7
7,7
7,7
7,7
7,7
7,8
8,0
8,1
8,1
8,2
8,2
8,2
8,1
8,1
8,2
8,3
8,3
8,4
8,5
8,5
8,4
8,0
7,9
8,1
8,5
8,8
8,8
8,6
8,3
8,3
8,3
8,4
8,4
8,5
8,6
8,6
8,6
8,6
8,6
8,5
8,4
8,4
8,4
8,5
8,5
8,6
8,6
8,4
8,2
8,0
8,0
8,0
8,0
7,9
7,9
7,8
7,8
8,0
7,8
7,4
7,2
7,0
7,0
7,2
7,2
7,2
7,0
6,9
6,8
6,8
6,8
6,9
7,2
7,2
7,2
7,1
7,2
7,3
7,5
7,6
7,7
7,7
7,7
7,8
8,0
8,1
8,1
8,0
8,1
8,2
8,3
8,4
8,4
8,4
8,5
8,5
8,6
8,6
8,5
8,5 | | | | Output produced by software: |
| Classical Decomposition by Moving Averages | | t | Observations | Fit | Trend | Seasonal | Random | | 1 | 9.4 | NA | NA | 0.00650252525252568 | NA | | 2 | 9.4 | NA | NA | 0.0163510101010100 | NA | | 3 | 9.5 | NA | NA | -0.00107323232323219 | NA | | 4 | 9.5 | NA | NA | 0.0174873737373736 | NA | | 5 | 9.4 | NA | NA | -0.00145202020202021 | NA | | 6 | 9.4 | NA | NA | -0.0215277777777779 | NA | | 7 | 9.3 | 9.3231691919192 | 9.32916666666667 | -0.00599747474747498 | -0.023169191919191 | | 8 | 9.4 | 9.29021464646465 | 9.3 | -0.0097853535353533 | 0.109785353535353 | | 9 | 9.4 | 9.2572601010101 | 9.2625 | -0.00523989898989942 | 0.1427398989899 | | 10 | 9.2 | 9.22468434343434 | 9.21666666666667 | 0.00801767676767671 | -0.0246843434343447 | | 11 | 9.1 | 9.15953282828283 | 9.16666666666667 | -0.00713383838383831 | -0.0595328282828298 | | 12 | 9.1 | 9.11635101010101 | 9.1125 | 0.00385101010101036 | -0.0163510101010100 | | 13 | 9.1 | 9.05650252525252 | 9.05 | 0.00650252525252568 | 0.0434974747474755 | | 14 | 9 | 8.98718434343434 | 8.97083333333333 | 0.0163510101010100 | 0.0128156565656568 | | 15 | 9 | 8.8697601010101 | 8.87083333333333 | -0.00107323232323219 | 0.130239898989901 | | 16 | 8.9 | 8.77998737373737 | 8.7625 | 0.0174873737373736 | 0.120012626262628 | | 17 | 8.8 | 8.65271464646464 | 8.65416666666667 | -0.00145202020202021 | 0.147285353535356 | | 18 | 8.7 | 8.51597222222222 | 8.5375 | -0.0215277777777779 | 0.184027777777779 | | 19 | 8.5 | 8.39816919191919 | 8.40416666666667 | -0.00599747474747498 | 0.101830808080811 | | 20 | 8.3 | 8.24854797979798 | 8.25833333333333 | -0.0097853535353533 | 0.0514520202020208 | | 21 | 8.1 | 8.0947601010101 | 8.1 | -0.00523989898989942 | 0.00523989898989896 | | 22 | 7.9 | 7.94551767676768 | 7.9375 | 0.00801767676767671 | -0.045517676767675 | | 23 | 7.8 | 7.76786616161616 | 7.775 | -0.00713383838383831 | 0.0321338383838397 | | 24 | 7.6 | 7.61635101010101 | 7.6125 | 0.00385101010101036 | -0.0163510101010100 | | 25 | 7.4 | 7.46483585858586 | 7.45833333333333 | 0.00650252525252568 | -0.0648358585858588 | | 26 | 7.2 | 7.33718434343434 | 7.32083333333333 | 0.0163510101010100 | -0.137184343434344 | | 27 | 7 | 7.19892676767677 | 7.2 | -0.00107323232323219 | -0.198926767676767 | | 28 | 7 | 7.10915404040404 | 7.09166666666667 | 0.0174873737373736 | -0.109154040404039 | | 29 | 6.8 | 6.99438131313131 | 6.99583333333333 | -0.00145202020202021 | -0.194381313131313 | | 30 | 6.8 | 6.88263888888889 | 6.90416666666667 | -0.0215277777777779 | -0.0826388888888872 | | 31 | 6.7 | 6.80650252525252 | 6.8125 | -0.00599747474747498 | -0.106502525252524 | | 32 | 6.8 | 6.71938131313131 | 6.72916666666667 | -0.0097853535353533 | 0.0806186868686876 | | 33 | 6.7 | 6.6572601010101 | 6.6625 | -0.00523989898989942 | 0.0427398989899004 | | 34 | 6.7 | 6.62051767676768 | 6.6125 | 0.00801767676767671 | 0.079482323232324 | | 35 | 6.7 | 6.5761994949495 | 6.58333333333333 | -0.00713383838383831 | 0.123800505050506 | | 36 | 6.5 | 6.56635101010101 | 6.5625 | 0.00385101010101036 | -0.0663510101010107 | | 37 | 6.3 | 6.53983585858586 | 6.53333333333333 | 0.00650252525252568 | -0.239835858585859 | | 38 | 6.3 | 6.51218434343434 | 6.49583333333333 | 0.0163510101010100 | -0.212184343434344 | | 39 | 6.3 | 6.46559343434344 | 6.46666666666667 | -0.00107323232323219 | -0.165593434343435 | | 40 | 6.5 | 6.48832070707071 | 6.47083333333333 | 0.0174873737373736 | 0.0116792929292924 | | 41 | 6.6 | 6.49854797979798 | 6.5 | -0.00145202020202021 | 0.101452020202019 | | 42 | 6.5 | 6.52847222222222 | 6.55 | -0.0215277777777779 | -0.0284722222222218 | | 43 | 6.3 | 6.61900252525252 | 6.625 | -0.00599747474747498 | -0.319002525252524 | | 44 | 6.3 | 6.70271464646465 | 6.7125 | -0.0097853535353533 | -0.402714646464647 | | 45 | 6.5 | 6.79892676767677 | 6.80416666666667 | -0.00523989898989942 | -0.298926767676767 | | 46 | 7 | 6.89135101010101 | 6.88333333333333 | 0.00801767676767671 | 0.10864898989899 | | 47 | 7.1 | 6.94286616161616 | 6.95 | -0.00713383838383831 | 0.157133838383838 | | 48 | 7.3 | 7.02885101010101 | 7.025 | 0.00385101010101036 | 0.271148989898990 | | 49 | 7.3 | 7.13150252525253 | 7.125 | 0.00650252525252568 | 0.168497474747474 | | 50 | 7.4 | 7.25801767676768 | 7.24166666666667 | 0.0163510101010100 | 0.141982323232323 | | 51 | 7.4 | 7.34892676767677 | 7.35 | -0.00107323232323219 | 0.0510732323232332 | | 52 | 7.3 | 7.44665404040404 | 7.42916666666667 | 0.0174873737373736 | -0.146654040404042 | | 53 | 7.4 | 7.48188131313131 | 7.48333333333333 | -0.00145202020202021 | -0.081881313131313 | | 54 | 7.5 | 7.50763888888889 | 7.52916666666667 | -0.0215277777777779 | -0.00763888888888875 | | 55 | 7.7 | 7.57316919191919 | 7.57916666666667 | -0.00599747474747498 | 0.126830808080808 | | 56 | 7.7 | 7.62771464646465 | 7.6375 | -0.0097853535353533 | 0.0722853535353538 | | 57 | 7.7 | 7.69059343434343 | 7.69583333333333 | -0.00523989898989942 | 0.00940656565656628 | | 58 | 7.7 | 7.77051767676767 | 7.7625 | 0.00801767676767671 | -0.0705176767676745 | | 59 | 7.7 | 7.8261994949495 | 7.83333333333333 | -0.00713383838383831 | -0.126199494949494 | | 60 | 7.8 | 7.89968434343434 | 7.89583333333333 | 0.00385101010101036 | -0.099684343434343 | | 61 | 8 | 7.94816919191919 | 7.94166666666666 | 0.00650252525252568 | 0.0518308080808101 | | 62 | 8.1 | 7.99135101010101 | 7.975 | 0.0163510101010100 | 0.10864898989899 | | 63 | 8.1 | 8.01142676767677 | 8.0125 | -0.00107323232323219 | 0.0885732323232329 | | 64 | 8.2 | 8.0758207070707 | 8.05833333333333 | 0.0174873737373736 | 0.124179292929291 | | 65 | 8.2 | 8.10688131313131 | 8.10833333333333 | -0.00145202020202021 | 0.0931186868686869 | | 66 | 8.2 | 8.13680555555556 | 8.15833333333333 | -0.0215277777777779 | 0.0631944444444432 | | 67 | 8.1 | 8.19816919191919 | 8.20416666666667 | -0.00599747474747498 | -0.098169191919192 | | 68 | 8.1 | 8.23188131313131 | 8.24166666666667 | -0.0097853535353533 | -0.131881313131315 | | 69 | 8.2 | 8.26559343434343 | 8.27083333333333 | -0.00523989898989942 | -0.0655934343434357 | | 70 | 8.3 | 8.28301767676768 | 8.275 | 0.00801767676767671 | 0.0169823232323250 | | 71 | 8.3 | 8.24703282828283 | 8.25416666666667 | -0.00713383838383831 | 0.0529671717171727 | | 72 | 8.4 | 8.24135101010101 | 8.2375 | 0.00385101010101036 | 0.158648989898991 | | 73 | 8.5 | 8.25650252525252 | 8.25 | 0.00650252525252568 | 0.243497474747477 | | 74 | 8.5 | 8.31218434343434 | 8.29583333333333 | 0.0163510101010100 | 0.187815656565657 | | 75 | 8.4 | 8.34892676767677 | 8.35 | -0.00107323232323219 | 0.0510732323232332 | | 76 | 8 | 8.40498737373737 | 8.3875 | 0.0174873737373736 | -0.404987373737373 | | 77 | 7.9 | 8.39854797979798 | 8.4 | -0.00145202020202021 | -0.498547979797978 | | 78 | 8.1 | 8.37430555555556 | 8.39583333333333 | -0.0215277777777779 | -0.274305555555555 | | 79 | 8.5 | 8.37733585858586 | 8.38333333333333 | -0.00599747474747498 | 0.122664141414143 | | 80 | 8.8 | 8.36104797979798 | 8.37083333333333 | -0.0097853535353533 | 0.438952020202022 | | 81 | 8.8 | 8.36142676767677 | 8.36666666666667 | -0.00523989898989942 | 0.438573232323234 | | 82 | 8.6 | 8.39551767676768 | 8.3875 | 0.00801767676767671 | 0.204482323232321 | | 83 | 8.3 | 8.43036616161616 | 8.4375 | -0.00713383838383831 | -0.130366161616161 | | 84 | 8.3 | 8.49135101010101 | 8.4875 | 0.00385101010101036 | -0.191351010101009 | | 85 | 8.3 | 8.51900252525252 | 8.5125 | 0.00650252525252568 | -0.219002525252522 | | 86 | 8.4 | 8.52468434343434 | 8.50833333333333 | 0.0163510101010100 | -0.124684343434343 | | 87 | 8.4 | 8.49059343434343 | 8.49166666666667 | -0.00107323232323219 | -0.0905934343434325 | | 88 | 8.5 | 8.49665404040404 | 8.47916666666667 | 0.0174873737373736 | 0.00334595959595951 | | 89 | 8.6 | 8.47771464646465 | 8.47916666666667 | -0.00145202020202021 | 0.122285353535354 | | 90 | 8.6 | 8.46597222222222 | 8.4875 | -0.0215277777777779 | 0.134027777777776 | | 91 | 8.6 | 8.48983585858586 | 8.49583333333333 | -0.00599747474747498 | 0.110164141414142 | | 92 | 8.6 | 8.49438131313131 | 8.50416666666667 | -0.0097853535353533 | 0.105618686868686 | | 93 | 8.6 | 8.5072601010101 | 8.5125 | -0.00523989898989942 | 0.0927398989898993 | | 94 | 8.5 | 8.52885101010101 | 8.52083333333333 | 0.00801767676767671 | -0.0288510101010093 | | 95 | 8.4 | 8.51786616161616 | 8.525 | -0.00713383838383831 | -0.117866161616160 | | 96 | 8.4 | 8.52051767676768 | 8.51666666666667 | 0.00385101010101036 | -0.120517676767676 | | 97 | 8.4 | 8.49816919191919 | 8.49166666666667 | 0.00650252525252568 | -0.0981691919191903 | | 98 | 8.5 | 8.466351010101 | 8.45 | 0.0163510101010100 | 0.0336489898989925 | | 99 | 8.5 | 8.39892676767677 | 8.4 | -0.00107323232323219 | 0.101073232323234 | | 100 | 8.6 | 8.37165404040404 | 8.35416666666667 | 0.0174873737373736 | 0.228345959595959 | | 101 | 8.6 | 8.31521464646465 | 8.31666666666667 | -0.00145202020202021 | 0.284785353535353 | | 102 | 8.4 | 8.25763888888889 | 8.27916666666667 | -0.0215277777777779 | 0.142361111111111 | | 103 | 8.2 | 8.23150252525252 | 8.2375 | -0.00599747474747498 | -0.0315025252525238 | | 104 | 8 | 8.17771464646465 | 8.1875 | -0.0097853535353533 | -0.177714646464647 | | 105 | 8 | 8.12392676767677 | 8.12916666666667 | -0.00523989898989942 | -0.123926767676767 | | 106 | 8 | 8.08301767676768 | 8.075 | 0.00801767676767671 | -0.0830176767676774 | | 107 | 8 | 8.00953282828283 | 8.01666666666667 | -0.00713383838383831 | -0.00953282828282909 | | 108 | 7.9 | 7.94551767676768 | 7.94166666666667 | 0.00385101010101036 | -0.0455176767676777 | | 109 | 7.9 | 7.86483585858586 | 7.85833333333333 | 0.00650252525252568 | 0.0351641414141408 | | 110 | 7.8 | 7.79135101010101 | 7.775 | 0.0163510101010100 | 0.00864898989898943 | | 111 | 7.8 | 7.69059343434343 | 7.69166666666667 | -0.00107323232323219 | 0.109406565656565 | | 112 | 8 | 7.63415404040404 | 7.61666666666667 | 0.0174873737373736 | 0.365845959595961 | | 113 | 7.8 | 7.54854797979798 | 7.55 | -0.00145202020202021 | 0.25145202020202 | | 114 | 7.4 | 7.46597222222222 | 7.4875 | -0.0215277777777779 | -0.0659722222222214 | | 115 | 7.2 | 7.41483585858586 | 7.42083333333333 | -0.00599747474747498 | -0.214835858585858 | | 116 | 7 | 7.33604797979798 | 7.34583333333333 | -0.0097853535353533 | -0.336047979797979 | | 117 | 7 | 7.26142676767677 | 7.26666666666667 | -0.00523989898989942 | -0.261426767676768 | | 118 | 7.2 | 7.18301767676768 | 7.175 | 0.00801767676767671 | 0.0169823232323241 | | 119 | 7.2 | 7.0761994949495 | 7.08333333333333 | -0.00713383838383831 | 0.123800505050506 | | 120 | 7.2 | 7.02468434343434 | 7.02083333333333 | 0.00385101010101036 | 0.175315656565657 | | 121 | 7 | 7.00650252525252 | 7 | 0.00650252525252568 | -0.00650252525252348 | | 122 | 6.9 | 7.02468434343434 | 7.00833333333333 | 0.0163510101010100 | -0.124684343434342 | | 123 | 6.8 | 7.02392676767677 | 7.025 | -0.00107323232323219 | -0.223926767676766 | | 124 | 6.8 | 7.04665404040404 | 7.02916666666667 | 0.0174873737373736 | -0.246654040404039 | | 125 | 6.8 | 7.02354797979798 | 7.025 | -0.00145202020202021 | -0.223547979797979 | | 126 | 6.9 | 7.00763888888889 | 7.02916666666667 | -0.0215277777777779 | -0.107638888888888 | | 127 | 7.2 | 7.04816919191919 | 7.05416666666667 | -0.00599747474747498 | 0.151830808080809 | | 128 | 7.2 | 7.09438131313131 | 7.10416666666667 | -0.0097853535353533 | 0.105618686868688 | | 129 | 7.2 | 7.16559343434343 | 7.17083333333333 | -0.00523989898989942 | 0.0344065656565675 | | 130 | 7.1 | 7.25385101010101 | 7.24583333333333 | 0.00801767676767671 | -0.153851010101008 | | 131 | 7.2 | 7.3136994949495 | 7.32083333333333 | -0.00713383838383831 | -0.113699494949493 | | 132 | 7.3 | 7.39968434343434 | 7.39583333333333 | 0.00385101010101036 | -0.0996843434343422 | | 133 | 7.5 | 7.47316919191919 | 7.46666666666667 | 0.00650252525252568 | 0.0268308080808097 | | 134 | 7.6 | 7.55385101010101 | 7.5375 | 0.0163510101010100 | 0.04614898989899 | | 135 | 7.7 | 7.61142676767677 | 7.6125 | -0.00107323232323219 | 0.0885732323232338 | | 136 | 7.7 | 7.70498737373737 | 7.6875 | 0.0174873737373736 | -0.00498737373737335 | | 137 | 7.7 | 7.76104797979798 | 7.7625 | -0.00145202020202021 | -0.061047979797979 | | 138 | 7.8 | 7.81597222222222 | 7.8375 | -0.0215277777777779 | -0.0159722222222216 | | 139 | 8 | 7.90233585858586 | 7.90833333333333 | -0.00599747474747498 | 0.0976641414141426 | | 140 | 8.1 | 7.96521464646465 | 7.975 | -0.0097853535353533 | 0.134785353535354 | | 141 | 8.1 | 8.0322601010101 | 8.0375 | -0.00523989898989942 | 0.067739898989899 | | 142 | 8 | 8.10385101010101 | 8.09583333333333 | 0.00801767676767671 | -0.103851010101009 | | 143 | 8.1 | 8.1511994949495 | 8.15833333333333 | -0.00713383838383831 | -0.0511994949494952 | | 144 | 8.2 | 8.22468434343434 | 8.22083333333333 | 0.00385101010101036 | -0.0246843434343447 | | 145 | 8.3 | NA | 8.275 | NA | NA | | 146 | 8.4 | NA | 8.32083333333333 | NA | NA | | 147 | 8.4 | NA | 8.35833333333333 | NA | NA | | 148 | 8.4 | NA | 8.39583333333333 | NA | NA | | 149 | 8.5 | NA | NA | NA | NA | | 150 | 8.5 | NA | NA | NA | NA | | 151 | 8.6 | NA | NA | NA | NA | | 152 | 8.6 | NA | NA | NA | NA | | 153 | 8.5 | NA | NA | NA | NA | | 154 | 8.5 | NA | NA | NA | NA |
| | | | Charts produced by software: |  | | http://www.freestatistics.org/blog/date/2010/Dec/20/t1292855929rn656py0q8ey3oo/1vlid1292855977.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/20/t1292855929rn656py0q8ey3oo/1vlid1292855977.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/20/t1292855929rn656py0q8ey3oo/2vlid1292855977.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/20/t1292855929rn656py0q8ey3oo/2vlid1292855977.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/20/t1292855929rn656py0q8ey3oo/35uhy1292855977.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/20/t1292855929rn656py0q8ey3oo/35uhy1292855977.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/20/t1292855929rn656py0q8ey3oo/4yly01292855977.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/20/t1292855929rn656py0q8ey3oo/4yly01292855977.ps (open in new window) |
| | | | Parameters (Session): | | par1 = 2 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ; | | | | Parameters (R input): | | par1 = 2 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ; | | | | 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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