| 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: Fri, 17 Dec 2010 20:04:13 +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/17/t1292616194h28gvm2ivzw7foc.htm/, Retrieved Fri, 17 Dec 2010 21:03:20 +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/17/t1292616194h28gvm2ivzw7foc.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 « | 126.64
126.81
125.84
126.77
124.34
124.4
120.48
118.54
117.66
116.97
120.11
119.16
116.9
116.11
114.98
113.65
115.82
117.59
118.57
118.07
114.98
114.04
115.02
114.28
115.04
116.7
119.21
118.39
116.5
115.46
117.59
117.33
116.2
116.83
118.99
118.62
121.09
122.4
123.76
125.33
123.23
122.52
123.64
124.67
124.71
122.53
124.4
125.45
125.35
124.3
127.03
128.51
128.1
128.94
129.67
129.87
131.12
132.68
132.24
133.63
129.91
127.93
131.17
130.86
133.48
134.08
136.02
132.8
132.37
133.05
132.57
130.7
130.5
129.67
127.8
126.82
126.85
128.28
128.3
126.82
125.08
128.53
130.34
131.52
132.59
131.17
132.72
133.36
132.82
132.9
130.9
129.41
128.67
129.28
130.91
131.06
130.84
131.41
133.22
132.06
132.48
134.38
135.22
134.89
136.09
136.33
136.32
137.48
136.53
136.8
138.03
137.39
137.55
136.08
134.78
133.28
133.57
134.84
133.02
133.49
133.77
134.34
134.5
134.03
135.51
136.53
135.95
134.32
132.44
133.61
13 etc... | | Output produced by software: |
Classical Decomposition by Moving Averages | t | Observations | Fit | Trend | Seasonal | Random | 1 | 126.64 | NA | NA | -0.221818556701031 | NA | 2 | 126.81 | NA | NA | 0.00230515463917408 | NA | 3 | 125.84 | 126.080985567010 | 126.08 | 0.00098556701030912 | -0.240985567010313 | 4 | 126.77 | 125.727727835052 | 125.632 | 0.0957278350515491 | 1.04227216494844 | 5 | 124.34 | 124.4888 | 124.366 | 0.122799999999999 | -0.148800000000008 | 6 | 124.4 | 122.684181443299 | 122.906 | -0.221818556701031 | 1.71581855670105 | 7 | 120.48 | 121.086305154639 | 121.084 | 0.00230515463917408 | -0.606305154639173 | 8 | 118.54 | 119.610985567010 | 119.61 | 0.00098556701030912 | -1.07098556701031 | 9 | 117.66 | 118.847727835052 | 118.752 | 0.0957278350515491 | -1.18772783505156 | 10 | 116.97 | 118.6108 | 118.488 | 0.122799999999999 | -1.6408 | 11 | 120.11 | 117.938181443299 | 118.16 | -0.221818556701031 | 2.17181855670103 | 12 | 119.16 | 117.852305154639 | 117.85 | 0.00230515463917408 | 1.30769484536081 | 13 | 116.9 | 117.452985567010 | 117.452 | 0.00098556701030912 | -0.55298556701031 | 14 | 116.11 | 116.255727835052 | 116.16 | 0.0957278350515491 | -0.145727835051545 | 15 | 114.98 | 115.6148 | 115.492 | 0.122799999999999 | -0.634800000000013 | 16 | 113.65 | 115.408181443299 | 115.63 | -0.221818556701031 | -1.75818144329898 | 17 | 115.82 | 116.124305154639 | 116.122 | 0.00230515463917408 | -0.304305154639195 | 18 | 117.59 | 116.740985567010 | 116.74 | 0.00098556701030912 | 0.84901443298969 | 19 | 118.57 | 117.101727835052 | 117.006 | 0.0957278350515491 | 1.46827216494844 | 20 | 118.07 | 116.7728 | 116.65 | 0.122799999999999 | 1.29719999999999 | 21 | 114.98 | 115.914181443299 | 116.136 | -0.221818556701031 | -0.934181443298968 | 22 | 114.04 | 115.280305154639 | 115.278 | 0.00230515463917408 | -1.24030515463919 | 23 | 115.02 | 114.672985567010 | 114.672 | 0.00098556701030912 | 0.347014432989667 | 24 | 114.28 | 115.111727835052 | 115.016 | 0.0957278350515491 | -0.831727835051566 | 25 | 115.04 | 116.1728 | 116.05 | 0.122799999999999 | -1.13279999999999 | 26 | 116.7 | 116.502181443299 | 116.724 | -0.221818556701031 | 0.197818556701051 | 27 | 119.21 | 117.170305154639 | 117.168 | 0.00230515463917408 | 2.03969484536081 | 28 | 118.39 | 117.252985567010 | 117.252 | 0.00098556701030912 | 1.13701443298970 | 29 | 116.5 | 117.525727835052 | 117.43 | 0.0957278350515491 | -1.02572783505154 | 30 | 115.46 | 117.1768 | 117.054 | 0.122799999999999 | -1.71679999999999 | 31 | 117.59 | 116.394181443299 | 116.616 | -0.221818556701031 | 1.19581855670104 | 32 | 117.33 | 116.684305154639 | 116.682 | 0.00230515463917408 | 0.645694845360822 | 33 | 116.2 | 117.388985567010 | 117.388 | 0.00098556701030912 | -1.18898556701031 | 34 | 116.83 | 117.689727835052 | 117.594 | 0.0957278350515491 | -0.859727835051572 | 35 | 118.99 | 118.4688 | 118.346 | 0.122799999999999 | 0.521199999999993 | 36 | 118.62 | 119.364181443299 | 119.586 | -0.221818556701031 | -0.74418144329897 | 37 | 121.09 | 120.974305154639 | 120.972 | 0.00230515463917408 | 0.115694845360807 | 38 | 122.4 | 122.240985567010 | 122.24 | 0.00098556701030912 | 0.159014432989693 | 39 | 123.76 | 123.257727835052 | 123.162 | 0.0957278350515491 | 0.502272164948451 | 40 | 125.33 | 123.5708 | 123.448 | 0.122799999999999 | 1.75919999999998 | 41 | 123.23 | 123.474181443299 | 123.696 | -0.221818556701031 | -0.244181443298956 | 42 | 122.52 | 123.880305154639 | 123.878 | 0.00230515463917408 | -1.36030515463919 | 43 | 123.64 | 123.754985567010 | 123.754 | 0.00098556701030912 | -0.114985567010322 | 44 | 124.67 | 123.709727835052 | 123.614 | 0.0957278350515491 | 0.960272164948435 | 45 | 124.71 | 124.1128 | 123.99 | 0.122799999999999 | 0.597199999999987 | 46 | 122.53 | 124.130181443299 | 124.352 | -0.221818556701031 | -1.60018144329896 | 47 | 124.4 | 124.490305154639 | 124.488 | 0.00230515463917408 | -0.090305154639168 | 48 | 125.45 | 124.406985567010 | 124.406 | 0.00098556701030912 | 1.04301443298969 | 49 | 125.35 | 125.401727835052 | 125.306 | 0.0957278350515491 | -0.0517278350515653 | 50 | 124.3 | 126.2508 | 126.128 | 0.122799999999999 | -1.95080000000002 | 51 | 127.03 | 126.436181443299 | 126.658 | -0.221818556701031 | 0.593818556701024 | 52 | 128.51 | 127.378305154639 | 127.376 | 0.00230515463917408 | 1.13169484536081 | 53 | 128.1 | 128.450985567010 | 128.45 | 0.00098556701030912 | -0.350985567010298 | 54 | 128.94 | 129.113727835052 | 129.018 | 0.0957278350515491 | -0.173727835051551 | 55 | 129.67 | 129.6628 | 129.54 | 0.122799999999999 | 0.00719999999998322 | 56 | 129.87 | 130.234181443299 | 130.456 | -0.221818556701031 | -0.364181443298975 | 57 | 131.12 | 131.118305154639 | 131.116 | 0.00230515463917408 | 0.00169484536081654 | 58 | 132.68 | 131.908985567010 | 131.908 | 0.00098556701030912 | 0.771014432989688 | 59 | 132.24 | 132.011727835052 | 131.916 | 0.0957278350515491 | 0.228272164948464 | 60 | 133.63 | 131.4008 | 131.278 | 0.122799999999999 | 2.22919999999996 | 61 | 129.91 | 130.754181443299 | 130.976 | -0.221818556701031 | -0.844181443298964 | 62 | 127.93 | 130.702305154639 | 130.7 | 0.00230515463917408 | -2.77230515463916 | 63 | 131.17 | 130.670985567010 | 130.67 | 0.00098556701030912 | 0.499014432989668 | 64 | 130.86 | 131.599727835052 | 131.504 | 0.0957278350515491 | -0.739727835051525 | 65 | 133.48 | 133.2448 | 133.122 | 0.122799999999999 | 0.235199999999963 | 66 | 134.08 | 133.226181443299 | 133.448 | -0.221818556701031 | 0.853818556701043 | 67 | 136.02 | 133.752305154639 | 133.75 | 0.00230515463917408 | 2.26769484536084 | 68 | 132.8 | 133.664985567010 | 133.664 | 0.00098556701030912 | -0.864985567010308 | 69 | 132.37 | 133.457727835052 | 133.362 | 0.0957278350515491 | -1.08772783505157 | 70 | 133.05 | 132.4208 | 132.298 | 0.122799999999999 | 0.629199999999997 | 71 | 132.57 | 131.616181443299 | 131.838 | -0.221818556701031 | 0.95381855670101 | 72 | 130.7 | 131.300305154639 | 131.298 | 0.00230515463917408 | -0.600305154639187 | 73 | 130.5 | 130.248985567010 | 130.248 | 0.00098556701030912 | 0.251014432989706 | 74 | 129.67 | 129.193727835052 | 129.098 | 0.0957278350515491 | 0.476272164948426 | 75 | 127.8 | 128.4508 | 128.328 | 0.122799999999999 | -0.650800000000004 | 76 | 126.82 | 127.662181443299 | 127.884 | -0.221818556701031 | -0.842181443298969 | 77 | 126.85 | 127.612305154639 | 127.61 | 0.00230515463917408 | -0.762305154639193 | 78 | 128.28 | 127.414985567010 | 127.414 | 0.00098556701030912 | 0.865014432989682 | 79 | 128.3 | 127.161727835052 | 127.066 | 0.0957278350515491 | 1.13827216494845 | 80 | 126.82 | 127.5248 | 127.402 | 0.122799999999999 | -0.70480000000002 | 81 | 125.08 | 127.592181443299 | 127.814 | -0.221818556701031 | -2.51218144329899 | 82 | 128.53 | 128.460305154639 | 128.458 | 0.00230515463917408 | 0.0696948453608286 | 83 | 130.34 | 129.612985567010 | 129.612 | 0.00098556701030912 | 0.727014432989705 | 84 | 131.52 | 130.925727835052 | 130.83 | 0.0957278350515491 | 0.594272164948478 | 85 | 132.59 | 131.7908 | 131.668 | 0.122799999999999 | 0.799199999999985 | 86 | 131.17 | 132.050181443299 | 132.272 | -0.221818556701031 | -0.880181443298966 | 87 | 132.72 | 132.534305154639 | 132.532 | 0.00230515463917408 | 0.185694845360842 | 88 | 133.36 | 132.594985567010 | 132.594 | 0.00098556701030912 | 0.765014432989716 | 89 | 132.82 | 132.635727835052 | 132.54 | 0.0957278350515491 | 0.184272164948425 | 90 | 132.9 | 132.0008 | 131.878 | 0.122799999999999 | 0.89919999999998 | 91 | 130.9 | 130.718181443299 | 130.94 | -0.221818556701031 | 0.181818556701046 | 92 | 129.41 | 130.234305154639 | 130.232 | 0.00230515463917408 | -0.824305154639205 | 93 | 128.67 | 129.834985567010 | 129.834 | 0.00098556701030912 | -1.16498556701032 | 94 | 129.28 | 129.961727835052 | 129.866 | 0.0957278350515491 | -0.681727835051532 | 95 | 130.91 | 130.2748 | 130.152 | 0.122799999999999 | 0.635199999999969 | 96 | 131.06 | 130.478181443299 | 130.7 | -0.221818556701031 | 0.581818556701023 | 97 | 130.84 | 131.490305154639 | 131.488 | 0.00230515463917408 | -0.65030515463917 | 98 | 131.41 | 131.718985567010 | 131.718 | 0.00098556701030912 | -0.308985567010325 | 99 | 133.22 | 132.097727835052 | 132.002 | 0.0957278350515491 | 1.12227216494844 | 100 | 132.06 | 132.8328 | 132.71 | 0.122799999999999 | -0.772800000000018 | 101 | 132.48 | 133.250181443299 | 133.472 | -0.221818556701031 | -0.77018144329898 | 102 | 134.38 | 133.808305154639 | 133.806 | 0.00230515463917408 | 0.571694845360838 | 103 | 135.22 | 134.612985567010 | 134.612 | 0.00098556701030912 | 0.6070144329897 | 104 | 134.89 | 135.477727835052 | 135.382 | 0.0957278350515491 | -0.587727835051567 | 105 | 136.09 | 135.8928 | 135.77 | 0.122799999999999 | 0.197199999999981 | 106 | 136.33 | 136.000181443299 | 136.222 | -0.221818556701031 | 0.329818556701042 | 107 | 136.32 | 136.552305154639 | 136.55 | 0.00230515463917408 | -0.232305154639192 | 108 | 137.48 | 136.692985567010 | 136.692 | 0.00098556701030912 | 0.787014432989679 | 109 | 136.53 | 137.127727835052 | 137.032 | 0.0957278350515491 | -0.597727835051558 | 110 | 136.8 | 137.3688 | 137.246 | 0.122799999999999 | -0.56880000000001 | 111 | 138.03 | 137.038181443299 | 137.26 | -0.221818556701031 | 0.991818556701048 | 112 | 137.39 | 137.172305154639 | 137.17 | 0.00230515463917408 | 0.217694845360796 | 113 | 137.55 | 136.766985567010 | 136.766 | 0.00098556701030912 | 0.783014432989688 | 114 | 136.08 | 135.911727835052 | 135.816 | 0.0957278350515491 | 0.168272164948434 | 115 | 134.78 | 135.1748 | 135.052 | 0.122799999999999 | -0.394800000000032 | 116 | 133.28 | 134.288181443299 | 134.51 | -0.221818556701031 | -1.00818144329898 | 117 | 133.57 | 133.900305154639 | 133.898 | 0.00230515463917408 | -0.330305154639206 | 118 | 134.84 | 133.640985567010 | 133.64 | 0.00098556701030912 | 1.19901443298969 | 119 | 133.02 | 133.833727835052 | 133.738 | 0.0957278350515491 | -0.813727835051537 | 120 | 133.49 | 134.0148 | 133.892 | 0.122799999999999 | -0.524799999999999 | 121 | 133.77 | 133.602181443299 | 133.824 | -0.221818556701031 | 0.167818556701036 | 122 | 134.34 | 134.028305154639 | 134.026 | 0.00230515463917408 | 0.311694845360819 | 123 | 134.5 | 134.430985567010 | 134.43 | 0.00098556701030912 | 0.0690144329896896 | 124 | 134.03 | 135.077727835052 | 134.982 | 0.0957278350515491 | -1.04772783505155 | 125 | 135.51 | 135.4268 | 135.304 | 0.122799999999999 | 0.0831999999999766 | 126 | 136.53 | 135.046181443299 | 135.268 | -0.221818556701031 | 1.48381855670104 | 127 | 135.95 | 134.952305154639 | 134.95 | 0.00230515463917408 | 0.997694845360826 | 128 | 134.32 | 134.570985567010 | 134.57 | 0.00098556701030912 | -0.250985567010332 | 129 | 132.44 | 133.563727835052 | 133.468 | 0.0957278350515491 | -1.12372783505157 | 130 | 133.61 | 132.4108 | 132.288 | 0.122799999999999 | 1.19919999999999 | 131 | 131.02 | 130.844181443299 | 131.066 | -0.221818556701031 | 0.175818556701017 | 132 | 130.05 | 130.386305154639 | 130.384 | 0.00230515463917408 | -0.336305154639177 | 133 | 128.21 | 129.730985567010 | 129.73 | 0.00098556701030912 | -1.52098556701031 | 134 | 129.03 | 129.935727835052 | 129.84 | 0.0957278350515491 | -0.905727835051579 | 135 | 130.34 | 130.4788 | 130.356 | 0.122799999999999 | -0.138800000000003 | 136 | 131.57 | 130.904181443299 | 131.126 | -0.221818556701031 | 0.665818556701026 | 137 | 132.63 | 132.210305154639 | 132.208 | 0.00230515463917408 | 0.419694845360794 | 138 | 132.06 | 132.960985567010 | 132.96 | 0.00098556701030912 | -0.90098556701031 | 139 | 134.44 | 133.239727835052 | 133.144 | 0.0957278350515491 | 1.20027216494844 | 140 | 134.1 | 133.5868 | 133.464 | 0.122799999999999 | 0.513199999999955 | 141 | 132.49 | 133.814181443299 | 134.036 | -0.221818556701031 | -1.32418144329895 | 142 | 134.23 | 134.272305154639 | 134.27 | 0.00230515463917408 | -0.0423051546391946 | 143 | 134.92 | 134.356985567010 | 134.356 | 0.00098556701030912 | 0.563014432989689 | 144 | 135.61 | 134.725727835052 | 134.63 | 0.0957278350515491 | 0.88427216494847 | 145 | 134.53 | 134.6848 | 134.562 | 0.122799999999999 | -0.154800000000023 | 146 | 133.86 | 134.422181443299 | 134.644 | -0.221818556701031 | -0.562181443298982 | 147 | 133.89 | 134.696305154639 | 134.694 | 0.00230515463917408 | -0.806305154639205 | 148 | 135.33 | 135.032985567010 | 135.032 | 0.00098556701030912 | 0.297014432989727 | 149 | 135.86 | 135.831727835052 | 135.736 | 0.0957278350515491 | 0.0282721649484756 | 150 | 136.22 | 136.5428 | 136.42 | 0.122799999999999 | -0.322800000000029 | 151 | 137.38 | 136.510181443299 | 136.732 | -0.221818556701031 | 0.869818556701034 | 152 | 137.31 | 137.164305154639 | 137.162 | 0.00230515463917408 | 0.145694845360822 | 153 | 136.89 | 137.262985567010 | 137.262 | 0.00098556701030912 | -0.372985567010318 | 154 | 138.01 | 137.035727835052 | 136.94 | 0.0957278350515491 | 0.974272164948445 | 155 | 136.72 | 137.1048 | 136.982 | 0.122799999999999 | -0.384800000000041 | 156 | 135.77 | 136.504181443299 | 136.726 | -0.221818556701031 | -0.734181443298951 | 157 | 137.52 | 135.714305154639 | 135.712 | 0.00230515463917408 | 1.80569484536082 | 158 | 135.61 | 135.192985567010 | 135.192 | 0.00098556701030912 | 0.417014432989703 | 159 | 132.94 | 134.643727835052 | 134.548 | 0.0957278350515491 | -1.70372783505155 | 160 | 134.12 | 133.9888 | 133.866 | 0.122799999999999 | 0.131199999999978 | 161 | 132.55 | 133.360181443299 | 133.582 | -0.221818556701031 | -0.810181443298973 | 162 | 134.11 | 134.110305154639 | 134.108 | 0.00230515463917408 | -0.000305154639164584 | 163 | 134.19 | 134.294985567010 | 134.294 | 0.00098556701030912 | -0.104985567010345 | 164 | 135.57 | 134.743727835052 | 134.648 | 0.0957278350515491 | 0.82627216494842 | 165 | 135.05 | 134.6708 | 134.548 | 0.122799999999999 | 0.379199999999997 | 166 | 134.32 | 134.438181443299 | 134.66 | -0.221818556701031 | -0.118181443298994 | 167 | 133.61 | 134.168305154639 | 134.166 | 0.00230515463917408 | -0.558305154639186 | 168 | 134.75 | 133.808985567010 | 133.808 | 0.00098556701030912 | 0.941014432989675 | 169 | 133.1 | 133.365727835052 | 133.27 | 0.0957278350515491 | -0.265727835051564 | 170 | 133.26 | 133.1648 | 133.042 | 0.122799999999999 | 0.0951999999999487 | 171 | 131.63 | 132.360181443299 | 132.582 | -0.221818556701031 | -0.73018144329896 | 172 | 132.47 | 132.630305154639 | 132.628 | 0.00230515463917408 | -0.160305154639161 | 173 | 132.45 | 132.690985567010 | 132.69 | 0.00098556701030912 | -0.240985567010313 | 174 | 133.33 | 133.285727835052 | 133.19 | 0.0957278350515491 | 0.0442721649484668 | 175 | 133.57 | 133.6028 | 133.48 | 0.122799999999999 | -0.0328000000000372 | 176 | 134.13 | 133.292181443299 | 133.514 | -0.221818556701031 | 0.837818556701023 | 177 | 133.92 | 133.310305154639 | 133.308 | 0.00230515463917408 | 0.609694845360821 | 178 | 132.62 | 133.246985567010 | 133.246 | 0.00098556701030912 | -0.626985567010308 | 179 | 132.3 | 133.035727835052 | 132.94 | 0.0957278350515491 | -0.735727835051534 | 180 | 133.26 | 133.1548 | 133.032 | 0.122799999999999 | 0.105199999999968 | 181 | 132.6 | 133.120181443299 | 133.342 | -0.221818556701031 | -0.520181443298981 | 182 | 134.38 | 133.976305154639 | 133.974 | 0.00230515463917408 | 0.403694845360832 | 183 | 134.17 | 134.340985567010 | 134.34 | 0.00098556701030912 | -0.170985567010320 | 184 | 135.46 | 134.907727835052 | 134.812 | 0.0957278350515491 | 0.552272164948448 | 185 | 135.09 | 134.8288 | 134.706 | 0.122799999999999 | 0.261200000000002 | 186 | 134.96 | 134.168181443299 | 134.39 | -0.221818556701031 | 0.791818556701031 | 187 | 133.85 | 133.530305154639 | 133.528 | 0.00230515463917408 | 0.3196948453608 | 188 | 132.59 | 132.692985567010 | 132.692 | 0.00098556701030912 | -0.102985567010307 | 189 | 131.15 | 132.009727835052 | 131.914 | 0.0957278350515491 | -0.859727835051558 | 190 | 130.91 | 131.4228 | 131.3 | 0.122799999999999 | -0.512800000000027 | 191 | 131.07 | 130.550181443299 | 130.772 | -0.221818556701031 | 0.51981855670104 | 192 | 130.78 | 130.826305154639 | 130.824 | 0.00230515463917408 | -0.0463051546391853 | 193 | 129.95 | 130.884985567010 | 130.884 | 0.00098556701030912 | -0.93498556701033 | 194 | 131.41 | 130.901727835052 | 130.806 | 0.0957278350515491 | 0.508272164948437 | 195 | 131.21 | 130.8648 | 130.742 | 0.122799999999999 | 0.345199999999977 | 196 | 130.68 | 130.754181443299 | 130.976 | -0.221818556701031 | -0.0741814432989543 | 197 | 130.46 | 131.294305154639 | 131.292 | 0.00230515463917408 | -0.834305154639196 | 198 | 131.12 | 131.654985567010 | 131.654 | 0.00098556701030912 | -0.534985567010324 | 199 | 132.99 | 132.291727835052 | 132.196 | 0.0957278350515491 | 0.698272164948463 | 200 | 133.02 | 133.0408 | 132.918 | 0.122799999999999 | -0.0208000000000084 | 201 | 133.39 | 133.592181443299 | 133.814 | -0.221818556701031 | -0.202181443298969 | 202 | 134.07 | 134.350305154639 | 134.348 | 0.00230515463917408 | -0.280305154639194 | 203 | 135.6 | 134.850985567010 | 134.85 | 0.00098556701030912 | 0.749014432989696 | 204 | 135.66 | 135.431727835052 | 135.336 | 0.0957278350515491 | 0.228272164948436 | 205 | 135.53 | 136.0248 | 135.902 | 0.122799999999999 | -0.494800000000026 | 206 | 135.82 | 136.154181443299 | 136.376 | -0.221818556701031 | -0.334181443298974 | 207 | 136.9 | 136.864305154639 | 136.862 | 0.00230515463917408 | 0.0356948453608084 | 208 | 137.97 | 137.138985567010 | 137.138 | 0.00098556701030912 | 0.831014432989718 | 209 | 138.09 | 137.021727835052 | 136.926 | 0.0957278350515491 | 1.06827216494847 | 210 | 136.91 | 136.6948 | 136.572 | 0.122799999999999 | 0.215199999999982 | 211 | 134.76 | 135.688181443299 | 135.91 | -0.221818556701031 | -0.928181443298968 | 212 | 135.13 | 134.884305154639 | 134.882 | 0.00230515463917408 | 0.245694845360816 | 213 | 134.66 | 133.950985567010 | 133.95 | 0.00098556701030912 | 0.709014432989704 | 214 | 132.95 | 133.953727835052 | 133.858 | 0.0957278350515491 | -1.00372783505156 | 215 | 132.25 | 133.8148 | 133.692 | 0.122799999999999 | -1.56480000000002 | 216 | 134.3 | 133.490181443299 | 133.712 | -0.221818556701031 | 0.80981855670106 | 217 | 134.3 | 134.086305154639 | 134.084 | 0.00230515463917408 | 0.213694845360834 | 218 | 134.76 | 134.536985567010 | 134.536 | 0.00098556701030912 | 0.223014432989686 | 219 | 134.81 | 134.793727835052 | 134.698 | 0.0957278350515491 | 0.0162721649484467 | 220 | 134.51 | 134.8248 | 134.702 | 0.122799999999999 | -0.314800000000020 | 221 | 135.11 | 134.230181443299 | 134.452 | -0.221818556701031 | 0.879818556701053 | 222 | 134.32 | 134.296305154639 | 134.294 | 0.00230515463917408 | 0.0236948453608079 | 223 | 133.51 | 133.944985567010 | 133.944 | 0.00098556701030912 | -0.43498556701033 | 224 | 134.02 | 133.695727835052 | 133.6 | 0.0957278350515491 | 0.324272164948468 | 225 | 132.76 | 133.2688 | 133.146 | 0.122799999999999 | -0.508800000000036 | 226 | 133.39 | 132.596181443299 | 132.818 | -0.221818556701031 | 0.793818556701012 | 227 | 132.05 | 132.622305154639 | 132.62 | 0.00230515463917408 | -0.572305154639167 | 228 | 131.87 | 132.582985567010 | 132.582 | 0.00098556701030912 | -0.712985567010293 | 229 | 133.03 | 132.419727835052 | 132.324 | 0.0957278350515491 | 0.610272164948469 | 230 | 132.57 | 132.1768 | 132.054 | 0.122799999999999 | 0.393199999999979 | 231 | 132.1 | 131.298181443299 | 131.52 | -0.221818556701031 | 0.801818556701022 | 232 | 130.7 | 130.870305154639 | 130.868 | 0.00230515463917408 | -0.170305154639181 | 233 | 129.2 | 130.558985567010 | 130.558 | 0.00098556701030912 | -1.35898556701031 | 234 | 129.77 | 130.543727835052 | 130.448 | 0.0957278350515491 | -0.773727835051574 | 235 | 131.02 | 131.0648 | 130.942 | 0.122799999999999 | -0.0448000000000093 | 236 | 131.55 | 131.496181443299 | 131.718 | -0.221818556701031 | 0.0538185567010316 | 237 | 133.17 | 132.414305154639 | 132.412 | 0.00230515463917408 | 0.755694845360807 | 238 | 133.08 | 132.356985567010 | 132.356 | 0.00098556701030912 | 0.723014432989714 | 239 | 133.24 | 132.123727835052 | 132.028 | 0.0957278350515491 | 1.11627216494844 | 240 | 130.74 | 131.5228 | 131.4 | 0.122799999999999 | -0.782800000000009 | 241 | 129.91 | 130.788181443299 | 131.01 | -0.221818556701031 | -0.878181443298956 | 242 | 130.03 | 130.274305154639 | 130.272 | 0.00230515463917408 | -0.244305154639164 | 243 | 131.13 | 130.168985567010 | 130.168 | 0.00098556701030912 | 0.961014432989685 | 244 | 129.55 | 130.403727835052 | 130.308 | 0.0957278350515491 | -0.85372783505153 | 245 | 130.22 | 130.2788 | 130.156 | 0.122799999999999 | -0.0588000000000193 | 246 | 130.61 | 129.644181443299 | 129.866 | -0.221818556701031 | 0.965818556701038 | 247 | 129.27 | 129.978305154639 | 129.976 | 0.00230515463917408 | -0.708305154639163 | 248 | 129.68 | 130.098985567010 | 130.098 | 0.00098556701030912 | -0.41898556701031 | 249 | 130.1 | 130.261727835052 | 130.166 | 0.0957278350515491 | -0.161727835051579 | 250 | 130.83 | 130.7808 | 130.658 | 0.122799999999999 | 0.0492000000000132 | 251 | 130.95 | 130.872181443299 | 131.094 | -0.221818556701031 | 0.0778185567010041 | 252 | 131.73 | 131.564305154639 | 131.562 | 0.00230515463917408 | 0.165694845360804 | 253 | 131.86 | 131.866985567010 | 131.866 | 0.00098556701030912 | -0.00698556701027542 | 254 | 132.44 | 132.403727835052 | 132.308 | 0.0957278350515491 | 0.036272164948457 | 255 | 132.35 | 132.8088 | 132.686 | 0.122799999999999 | -0.458800000000025 | 256 | 133.16 | 132.600181443299 | 132.822 | -0.221818556701031 | 0.559818556701032 | 257 | 133.62 | 132.874305154639 | 132.872 | 0.00230515463917408 | 0.745694845360816 | 258 | 132.54 | 133.102985567010 | 133.102 | 0.00098556701030912 | -0.562985567010315 | 259 | 132.69 | 133.237727835052 | 133.142 | 0.0957278350515491 | -0.547727835051546 | 260 | 133.5 | 133.3868 | 133.264 | 0.122799999999999 | 0.113199999999978 | 261 | 133.36 | 133.016181443299 | 133.238 | -0.221818556701031 | 0.343818556701052 | 262 | 134.23 | 133.306305154639 | 133.304 | 0.00230515463917408 | 0.923694845360785 | 263 | 132.41 | 133.180985567010 | 133.18 | 0.00098556701030912 | -0.770985567010314 | 264 | 133.02 | 132.755727835052 | 132.66 | 0.0957278350515491 | 0.264272164948466 | 265 | 132.88 | 132.0028 | 131.88 | 0.122799999999999 | 0.877199999999988 | 266 | 130.76 | 131.134181443299 | 131.356 | -0.221818556701031 | -0.374181443298994 | 267 | 130.33 | 130.484305154639 | 130.482 | 0.00230515463917408 | -0.154305154639161 | 268 | 129.79 | 129.734985567010 | 129.734 | 0.00098556701030912 | 0.0550144329896796 | 269 | 128.65 | 129.147727835052 | 129.052 | 0.0957278350515491 | -0.497727835051563 | 270 | 129.14 | 128.6568 | 128.534 | 0.122799999999999 | 0.483199999999982 | 271 | 127.35 | 127.616181443299 | 127.838 | -0.221818556701031 | -0.266181443298976 | 272 | 127.74 | 127.300305154639 | 127.298 | 0.00230515463917408 | 0.439694845360819 | 273 | 126.31 | 126.742985567010 | 126.742 | 0.00098556701030912 | -0.432985567010306 | 274 | 125.95 | 126.597727835052 | 126.502 | 0.0957278350515491 | -0.647727835051555 | 275 | 126.36 | 126.1968 | 126.074 | 0.122799999999999 | 0.163199999999989 | 276 | 126.15 | 125.830181443299 | 126.052 | -0.221818556701031 | 0.319818556701037 | 277 | 125.6 | 126.210305154639 | 126.208 | 0.00230515463917408 | -0.610305154639192 | 278 | 126.2 | 126.072985567010 | 126.072 | 0.00098556701030912 | 0.127014432989682 | 279 | 126.73 | 125.435727835052 | 125.34 | 0.0957278350515491 | 1.29427216494845 | 280 | 125.68 | 124.7568 | 124.634 | 0.122799999999999 | 0.923199999999994 | 281 | 122.49 | 123.852181443299 | 124.074 | -0.221818556701031 | -1.36218144329898 | 282 | 122.07 | 123.332305154639 | 123.33 | 0.00230515463917408 | -1.26230515463919 | 283 | 123.4 | 122.800985567010 | 122.8 | 0.00098556701030912 | 0.59901443298969 | 284 | 123.01 | 122.863727835052 | 122.768 | 0.0957278350515491 | 0.146272164948442 | 285 | 123.03 | 122.9608 | 122.838 | 0.122799999999999 | 0.0691999999999808 | 286 | 122.33 | 122.472181443299 | 122.694 | -0.221818556701031 | -0.142181443298981 | 287 | 122.42 | 123.032305154639 | 123.03 | 0.00230515463917408 | -0.612305154639174 | 288 | 122.68 | 123.084985567010 | 123.084 | 0.00098556701030912 | -0.4049855670103 | 289 | 124.69 | 123.547727835052 | 123.452 | 0.0957278350515491 | 1.14227216494845 | 290 | 123.3 | 123.9668 | 123.844 | 0.122799999999999 | -0.666800000000009 | 291 | 124.17 | 123.724181443299 | 123.946 | -0.221818556701031 | 0.445818556701028 | 292 | 124.38 | 123.442305154639 | 123.44 | 0.00230515463917408 | 0.93769484536081 | 293 | 123.19 | 122.912985567010 | 122.912 | 0.00098556701030912 | 0.277014432989674 | 294 | 122.16 | 122.357727835052 | 122.262 | 0.0957278350515491 | -0.197727835051566 | 295 | 120.66 | 121.6428 | 121.52 | 0.122799999999999 | -0.982800000000012 | 296 | 120.92 | 120.796181443299 | 121.018 | -0.221818556701031 | 0.123818556701025 | 297 | 120.67 | 120.808305154639 | 120.806 | 0.00230515463917408 | -0.138305154639184 | 298 | 120.68 | 120.846985567010 | 120.846 | 0.00098556701030912 | -0.166985567010286 | 299 | 121.1 | 121.053727835052 | 120.958 | 0.0957278350515491 | 0.0462721649484337 | 300 | 120.86 | 121.6428 | 121.52 | 0.122799999999999 | -0.782800000000009 | 301 | 121.48 | 121.506181443299 | 121.728 | -0.221818556701031 | -0.0261814432989667 | 302 | 123.48 | 122.142305154639 | 122.14 | 0.00230515463917408 | 1.33769484536083 | 303 | 121.72 | 122.736985567010 | 122.736 | 0.00098556701030912 | -1.01698556701031 | 304 | 123.16 | 123.449727835052 | 123.354 | 0.0957278350515491 | -0.289727835051565 | 305 | 123.84 | 123.6408 | 123.518 | 0.122799999999999 | 0.199200000000005 | 306 | 124.57 | 123.796181443299 | 124.018 | -0.221818556701031 | 0.77381855670103 | 307 | 124.3 | 124.274305154639 | 124.272 | 0.00230515463917408 | 0.0256948453608175 | 308 | 124.22 | 124.170985567010 | 124.17 | 0.00098556701030912 | 0.0490144329896793 | 309 | 124.43 | 123.923727835052 | 123.828 | 0.0957278350515491 | 0.50627216494847 | 310 | 123.33 | 123.3408 | 123.218 | 0.122799999999999 | -0.0107999999999890 | 311 | 122.86 | 122.584181443299 | 122.806 | -0.221818556701031 | 0.275818556701026 | 312 | 121.25 | 122.446305154639 | 122.444 | 0.00230515463917408 | -1.19630515463918 | 313 | 122.16 | 122.466985567010 | 122.466 | 0.00098556701030912 | -0.306985567010315 | 314 | 122.62 | 122.789727835052 | 122.694 | 0.0957278350515491 | -0.169727835051546 | 315 | 123.44 | 123.5168 | 123.394 | 0.122799999999999 | -0.0768000000000058 | 316 | 124 | 123.700181443299 | 123.922 | -0.221818556701031 | 0.299818556701027 | 317 | 124.75 | 124.586305154639 | 124.584 | 0.00230515463917408 | 0.163694845360823 | 318 | 124.8 | 125.152985567010 | 125.152 | 0.00098556701030912 | -0.352985567010322 | 319 | 125.93 | 125.655727835052 | 125.56 | 0.0957278350515491 | 0.274272164948442 | 320 | 126.28 | 125.7408 | 125.618 | 0.122799999999999 | 0.53919999999998 | 321 | 126.04 | 125.188181443299 | 125.41 | -0.221818556701031 | 0.851818556701033 | 322 | 125.04 | 125.294305154639 | 125.292 | 0.00230515463917408 | -0.254305154639169 | 323 | 123.76 | 125.434985567010 | 125.434 | 0.00098556701030912 | -1.67498556701030 | 324 | 125.34 | 125.589727835052 | 125.494 | 0.0957278350515491 | -0.249727835051544 | 325 | 126.99 | 126.0928 | 125.97 | 0.122799999999999 | 0.897199999999998 | 326 | 126.34 | 126.232181443299 | 126.454 | -0.221818556701031 | 0.107818556701048 | 327 | 127.42 | 126.448305154639 | 126.446 | 0.00230515463917408 | 0.97169484536083 | 328 | 126.18 | 125.748985567010 | 125.748 | 0.00098556701030912 | 0.431014432989684 | 329 | 125.3 | 125.639727835052 | 125.544 | 0.0957278350515491 | -0.339727835051562 | 330 | 123.5 | 125.1128 | 124.99 | 0.122799999999999 | -1.61280000000001 | 331 | 125.32 | 124.338181443299 | 124.56 | -0.221818556701031 | 0.981818556701015 | 332 | 124.65 | 124.524305154639 | 124.522 | 0.00230515463917408 | 0.125694845360826 | 333 | 124.03 | 124.914985567010 | 124.914 | 0.00098556701030912 | -0.884985567010318 | 334 | 125.11 | 124.885727835052 | 124.79 | 0.0957278350515491 | 0.224272164948445 | 335 | 125.46 | 124.8788 | 124.756 | 0.122799999999999 | 0.581199999999995 | 336 | 124.7 | 124.680181443299 | 124.902 | -0.221818556701031 | 0.0198185567010398 | 337 | 124.48 | 125.044305154639 | 125.042 | 0.00230515463917408 | -0.564305154639172 | 338 | 124.76 | 124.940985567010 | 124.94 | 0.00098556701030912 | -0.180985567010296 | 339 | 125.81 | 124.827727835052 | 124.732 | 0.0957278350515491 | 0.982272164948455 | 340 | 124.95 | 124.4908 | 124.368 | 0.122799999999999 | 0.45920000000001 | 341 | 123.66 | 123.062181443299 | 123.284 | -0.221818556701031 | 0.597818556701014 | 342 | 122.66 | 121.692305154639 | 121.69 | 0.00230515463917408 | 0.967694845360825 | 343 | 119.34 | 120.894985567010 | 120.894 | 0.00098556701030912 | -1.55498556701029 | 344 | 117.84 | 119.733727835052 | 119.638 | 0.0957278350515491 | -1.89372783505154 | 345 | 120.97 | 118.8408 | 118.718 | 0.122799999999999 | 2.12919999999998 | 346 | 117.38 | 118.026181443299 | 118.248 | -0.221818556701031 | -0.646181443298971 | 347 | 118.06 | 117.792305154639 | 117.79 | 0.00230515463917408 | 0.267694845360822 | 348 | 116.99 | 116.430985567010 | 116.43 | 0.00098556701030912 | 0.559014432989684 | 349 | 115.55 | 116.113727835052 | 116.018 | 0.0957278350515491 | -0.563727835051552 | 350 | 114.17 | 115.0268 | 114.904 | 0.122799999999999 | -0.856799999999993 | 351 | 115.32 | 113.670181443299 | 113.892 | -0.221818556701031 | 1.64981855670102 | 352 | 112.49 | 113.200305154639 | 113.198 | 0.00230515463917408 | -0.710305154639187 | 353 | 111.93 | 112.690985567010 | 112.69 | 0.00098556701030912 | -0.760985567010323 | 354 | 112.08 | 111.627727835052 | 111.532 | 0.0957278350515491 | 0.452272164948454 | 355 | 111.63 | 111.4268 | 111.304 | 0.122799999999999 | 0.203199999999995 | 356 | 109.53 | 110.854181443299 | 111.076 | -0.221818556701031 | -1.32418144329895 | 357 | 111.35 | 111.274305154639 | 111.272 | 0.00230515463917408 | 0.0756948453608004 | 358 | 110.79 | 111.470985567010 | 111.47 | 0.00098556701030912 | -0.68098556701031 | 359 | 113.06 | 111.789727835052 | 111.694 | 0.0957278350515491 | 1.27027216494845 | 360 | 112.62 | 112.0188 | 111.896 | 0.122799999999999 | 0.601200000000006 | 361 | 110.65 | 112.264181443299 | 112.486 | -0.221818556701031 | -1.61418144329895 | 362 | 112.36 | 112.222305154639 | 112.22 | 0.00230515463917408 | 0.137694845360826 | 363 | 113.74 | 111.668985567010 | 111.668 | 0.00098556701030912 | 2.07101443298968 | 364 | 111.73 | 111.497727835052 | 111.402 | 0.0957278350515491 | 0.232272164948441 | 365 | 109.86 | 111.0508 | 110.928 | 0.122799999999999 | -1.19080000000001 | 366 | 109.32 | 109.926181443299 | 110.148 | -0.221818556701031 | -0.606181443298993 | 367 | 109.99 | 110.030305154639 | 110.028 | 0.00230515463917408 | -0.0403051546391993 | 368 | 109.84 | 110.542985567010 | 110.542 | 0.00098556701030912 | -0.702985567010316 | 369 | 111.13 | 111.127727835052 | 111.032 | 0.0957278350515491 | 0.00227216494843674 | 370 | 112.43 | 111.5868 | 111.464 | 0.122799999999999 | 0.843199999999996 | 371 | 111.77 | 111.852181443299 | 112.074 | -0.221818556701031 | -0.0821814432989783 | 372 | 112.15 | 112.274305154639 | 112.272 | 0.00230515463917408 | -0.124305154639188 | 373 | 112.89 | 112.406985567010 | 112.406 | 0.00098556701030912 | 0.483014432989677 | 374 | 112.12 | 112.365727835052 | 112.27 | 0.0957278350515491 | -0.245727835051568 | 375 | 113.1 | 112.1148 | 111.992 | 0.122799999999999 | 0.985199999999978 | 376 | 111.09 | 111.110181443299 | 111.332 | -0.221818556701031 | -0.0201814432989806 | 377 | 110.76 | 110.908305154639 | 110.906 | 0.00230515463917408 | -0.148305154639189 | 378 | 109.59 | 110.336985567010 | 110.336 | 0.00098556701030912 | -0.746985567010313 | 379 | 109.99 | 109.875727835052 | 109.78 | 0.0957278350515491 | 0.114272164948432 | 380 | 110.25 | 109.5088 | 109.386 | 0.122799999999999 | 0.741199999999992 | 381 | 108.31 | 108.874181443299 | 109.096 | -0.221818556701031 | -0.564181443298963 | 382 | 108.79 | 109.076305154639 | 109.074 | 0.00230515463917408 | -0.286305154639166 | 383 | 108.14 | 109.010985567010 | 109.01 | 0.00098556701030912 | -0.870985567010322 | 384 | 109.88 | 109.535727835052 | 109.44 | 0.0957278350515491 | 0.34427216494845 | 385 | 109.93 | 109.7168 | 109.594 | 0.122799999999999 | 0.213200000000001 | 386 | 110.46 | 110.042181443299 | 110.264 | -0.221818556701031 | 0.417818556701022 | 387 | 109.56 | 110.660305154639 | 110.658 | 0.00230515463917408 | -1.10030515463919 | 388 | 111.49 | 110.942985567010 | 110.942 | 0.00098556701030912 | 0.547014432989684 | 389 | 111.85 | 111.135727835052 | 111.04 | 0.0957278350515491 | 0.71427216494844 | 390 | 111.35 | 111.7488 | 111.626 | 0.122799999999999 | -0.398800000000008 | 391 | 110.95 | 111.728181443299 | 111.95 | -0.221818556701031 | -0.778181443298962 | 392 | 112.49 | 112.090305154639 | 112.088 | 0.00230515463917408 | 0.399694845360827 | 393 | 113.11 | 112.386985567010 | 112.386 | 0.00098556701030912 | 0.723014432989686 | 394 | 112.54 | 112.591727835052 | 112.496 | 0.0957278350515491 | -0.0517278350515511 | 395 | 112.84 | 112.4248 | 112.302 | 0.122799999999999 | 0.415199999999999 | 396 | 111.5 | 111.772181443299 | 111.994 | -0.221818556701031 | -0.272181443298962 | 397 | 111.52 | 111.984305154639 | 111.982 | 0.00230515463917408 | -0.464305154639177 | 398 | 111.57 | 111.876985567010 | 111.876 | 0.00098556701030912 | -0.306985567010315 | 399 | 112.48 | 112.429727835052 | 112.334 | 0.0957278350515491 | 0.0502721649484528 | 400 | 112.31 | 112.9548 | 112.832 | 0.122799999999999 | -0.64479999999999 | 401 | 113.79 | 113.024181443299 | 113.246 | -0.221818556701031 | 0.765818556701035 | 402 | 114.01 | 113.276305154639 | 113.274 | 0.00230515463917408 | 0.733694845360816 | 403 | 113.64 | 113.466985567010 | 113.466 | 0.00098556701030912 | 0.173014432989689 | 404 | 112.62 | 113.505727835052 | 113.41 | 0.0957278350515491 | -0.885727835051554 | 405 | 113.27 | 113.3148 | 113.192 | 0.122799999999999 | -0.0448000000000093 | 406 | 113.51 | 112.974181443299 | 113.196 | -0.221818556701031 | 0.535818556701045 | 407 | 112.92 | 113.302305154639 | 113.3 | 0.00230515463917408 | -0.382305154639170 | 408 | 113.66 | 113.342985567010 | 113.342 | 0.00098556701030912 | 0.317014432989694 | 409 | 113.14 | 113.381727835052 | 113.286 | 0.0957278350515491 | -0.241727835051549 | 410 | 113.48 | 112.9368 | 112.814 | 0.122799999999999 | 0.543199999999999 | 411 | 113.23 | 111.760181443299 | 111.982 | -0.221818556701031 | 1.46981855670104 | 412 | 110.56 | 111.312305154639 | 111.31 | 0.00230515463917408 | -0.752305154639188 | 413 | 109.5 | 110.512985567010 | 110.512 | 0.00098556701030912 | -1.01298556701032 | 414 | 109.78 | 109.893727835052 | 109.798 | 0.0957278350515491 | -0.113727835051549 | 415 | 109.49 | 109.7948 | 109.672 | 0.122799999999999 | -0.304800000000014 | 416 | 109.66 | 109.514181443299 | 109.736 | -0.221818556701031 | 0.145818556701030 | 417 | 109.93 | 109.490305154639 | 109.488 | 0.00230515463917408 | 0.439694845360833 | 418 | 109.82 | 109.236985567010 | 109.236 | 0.00098556701030912 | 0.583014432989685 | 419 | 108.54 | 108.637727835052 | 108.542 | 0.0957278350515491 | -0.0977278350515434 | 420 | 108.23 | 107.9768 | 107.854 | 0.122799999999999 | 0.253200000000007 | 421 | 106.19 | 107.098181443299 | 107.32 | -0.221818556701031 | -0.908181443298972 | 422 | 106.49 | 107.162305154639 | 107.16 | 0.00230515463917408 | -0.67230515463919 | 423 | 107.15 | 107.022985567010 | 107.022 | 0.00098556701030912 | 0.127014432989697 | 424 | 107.74 | 107.293727835052 | 107.198 | 0.0957278350515491 | 0.446272164948439 | 425 | 107.54 | 107.5308 | 107.408 | 0.122799999999999 | 0.00919999999999277 | 426 | 107.07 | 107.318181443299 | 107.54 | -0.221818556701031 | -0.248181443298989 | 427 | 107.54 | 107.670305154639 | 107.668 | 0.00230515463917408 | -0.130305154639174 | 428 | 107.81 | 107.844985567010 | 107.844 | 0.00098556701030912 | -0.0349855670103096 | 429 | 108.38 | 107.897727835052 | 107.802 | 0.0957278350515491 | 0.482272164948455 | 430 | 108.42 | 107.6988 | 107.576 | 0.122799999999999 | 0.72120000000001 | 431 | 106.86 | 107.084181443299 | 107.306 | -0.221818556701031 | -0.22418144329896 | 432 | 106.41 | 107.000305154639 | 106.998 | 0.00230515463917408 | -0.590305154639182 | 433 | 106.46 | 106.852985567010 | 106.852 | 0.00098556701030912 | -0.392985567010314 | 434 | 106.84 | 106.983727835052 | 106.888 | 0.0957278350515491 | -0.143727835051536 | 435 | 107.69 | 107.9368 | 107.814 | 0.122799999999999 | -0.246799999999993 | 436 | 107.04 | 108.686181443299 | 108.908 | -0.221818556701031 | -1.64618144329897 | 437 | 111.04 | 109.938305154639 | 109.936 | 0.00230515463917408 | 1.10169484536083 | 438 | 111.93 | 110.812985567010 | 110.812 | 0.00098556701030912 | 1.11701443298971 | 439 | 111.98 | 111.909727835052 | 111.814 | 0.0957278350515491 | 0.070272164948463 | 440 | 112.07 | 112.3568 | 112.234 | 0.122799999999999 | -0.286800000000014 | 441 | 112.05 | 112.124181443299 | 112.346 | -0.221818556701031 | -0.0741814432989685 | 442 | 113.14 | 112.592305154639 | 112.59 | 0.00230515463917408 | 0.547694845360823 | 443 | 112.49 | 112.880985567010 | 112.88 | 0.00098556701030912 | -0.390985567010304 | 444 | 113.2 | 113.209727835052 | 113.114 | 0.0957278350515491 | -0.0097278350515495 | 445 | 113.52 | 113.3788 | 113.256 | 0.122799999999999 | 0.141199999999998 | 446 | 113.22 | 113.272181443299 | 113.494 | -0.221818556701031 | -0.0521814432989771 | 447 | 113.85 | 113.708305154639 | 113.706 | 0.00230515463917408 | 0.141694845360803 | 448 | 113.68 | 113.822985567010 | 113.822 | 0.00098556701030912 | -0.142985567010314 | 449 | 114.26 | 114.233727835052 | 114.138 | 0.0957278350515491 | 0.0262721649484519 | 450 | 114.1 | 114.4868 | 114.364 | 0.122799999999999 | -0.386800000000022 | 451 | 114.8 | 114.426181443299 | 114.648 | -0.221818556701031 | 0.373818556701039 | 452 | 114.98 | 114.640305154639 | 114.638 | 0.00230515463917408 | 0.339694845360825 | 453 | 115.1 | 114.666985567010 | 114.666 | 0.00098556701030912 | 0.433014432989694 | 454 | 114.21 | 114.471727835052 | 114.376 | 0.0957278350515491 | -0.261727835051559 | 455 | 114.24 | 114.3488 | 114.226 | 0.122799999999999 | -0.108800000000002 | 456 | 113.35 | 113.870181443299 | 114.092 | -0.221818556701031 | -0.520181443298981 | 457 | 114.23 | 114.108305154639 | 114.106 | 0.00230515463917408 | 0.121694845360821 | 458 | 114.43 | 113.858985567010 | 113.858 | 0.00098556701030912 | 0.571014432989685 | 459 | 114.28 | 113.915727835052 | 113.82 | 0.0957278350515491 | 0.36427216494846 | 460 | 113 | 113.6148 | 113.492 | 0.122799999999999 | -0.614799999999988 | 461 | 113.16 | 113.114181443299 | 113.336 | -0.221818556701031 | 0.0458185567010219 | 462 | 112.59 | 113.118305154639 | 113.116 | 0.00230515463917408 | -0.528305154639185 | 463 | 113.65 | 113.158985567010 | 113.158 | 0.00098556701030912 | 0.491014432989687 | 464 | 113.18 | 113.243727835052 | 113.148 | 0.0957278350515491 | -0.0637278350515516 | 465 | 113.21 | 113.3088 | 113.186 | 0.122799999999999 | -0.098799999999997 | 466 | 113.11 | 112.748181443299 | 112.97 | -0.221818556701031 | 0.361818556701039 | 467 | 112.78 | 112.710305154639 | 112.708 | 0.00230515463917408 | 0.0696948453608286 | 468 | 112.57 | 112.454985567010 | 112.454 | 0.00098556701030912 | 0.115014432989696 | 469 | 111.87 | 112.563727835052 | 112.468 | 0.0957278350515491 | -0.693727835051533 | 470 | 111.94 | 112.7688 | 112.646 | 0.122799999999999 | -0.828800000000001 | 471 | 113.18 | 112.940181443299 | 113.162 | -0.221818556701031 | 0.239818556701039 | 472 | 113.67 | 113.672305154639 | 113.67 | 0.00230515463917408 | -0.00230515463918834 | 473 | 115.15 | 113.858985567010 | 113.858 | 0.00098556701030912 | 1.29101443298970 | 474 | 114.41 | 113.805727835052 | 113.71 | 0.0957278350515491 | 0.604272164948441 | 475 | 112.88 | 113.7948 | 113.672 | 0.122799999999999 | -0.9148 | 476 | 112.44 | 112.976181443299 | 113.198 | -0.221818556701031 | -0.536181443298972 | 477 | 113.48 | 112.836305154639 | 112.834 | 0.00230515463917408 | 0.643694845360827 | 478 | 112.78 | 112.920985567010 | 112.92 | 0.00098556701030912 | -0.140985567010304 | 479 | 112.59 | 113.169727835052 | 113.074 | 0.0957278350515491 | -0.579727835051543 | 480 | 113.31 | 113.0008 | 112.878 | 0.122799999999999 | 0.309200000000004 | 481 | 113.21 | 112.844181443299 | 113.066 | -0.221818556701031 | 0.365818556701029 | 482 | 112.5 | 113.368305154639 | 113.366 | 0.00230515463917408 | -0.868305154639174 | 483 | 113.72 | 113.498985567010 | 113.498 | 0.00098556701030912 | 0.221014432989705 | 484 | 114.09 | 113.451727835052 | 113.356 | 0.0957278350515491 | 0.638272164948461 | 485 | 113.97 | 113.2348 | 113.112 | 0.122799999999999 | 0.735200000000006 | 486 | 112.5 | 112.416181443299 | 112.638 | -0.221818556701031 | 0.083818556701047 | 487 | 111.28 | 112.006305154639 | 112.004 | 0.00230515463917408 | -0.726305154639178 | 488 | 111.35 | 111.356985567010 | 111.356 | 0.00098556701030912 | -0.00698556701030384 | 489 | 110.92 | 110.751727835052 | 110.656 | 0.0957278350515491 | 0.168272164948462 | 490 | 110.73 | NA | NA | 0.122799999999999 | NA | 491 | 109 | NA | NA | NA | NA |
| | Charts produced by software: | | http://www.freestatistics.org/blog/date/2010/Dec/17/t1292616194h28gvm2ivzw7foc/1tvfj1292616235.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/17/t1292616194h28gvm2ivzw7foc/1tvfj1292616235.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/17/t1292616194h28gvm2ivzw7foc/2m4f41292616235.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/17/t1292616194h28gvm2ivzw7foc/2m4f41292616235.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/17/t1292616194h28gvm2ivzw7foc/3m4f41292616235.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/17/t1292616194h28gvm2ivzw7foc/3m4f41292616235.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/17/t1292616194h28gvm2ivzw7foc/4wvw61292616235.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/17/t1292616194h28gvm2ivzw7foc/4wvw61292616235.ps (open in new window) |
| | Parameters (Session): | par1 = additive ; par2 = 12 ; | | Parameters (R input): | par1 = additive ; par2 = 5 ; | | R code (references can be found in the software module): | par2 <- as.numeric(par2)
x <- ts(x,freq=par2)
m <- decompose(x,type=par1)
m$figure
bitmap(file='test1.png')
plot(m)
dev.off()
mylagmax <- length(x)/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$trend),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$seasonal),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$random),na.action=na.pass,lag.max = mylagmax,main='Random')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
spectrum(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
spectrum(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
cpgram(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
cpgram(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Classical Decomposition by Moving Averages',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observations',header=TRUE)
a<-table.element(a,'Fit',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Random',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(m$trend)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
if (par1 == 'additive') a<-table.element(a,m$trend[i]+m$seasonal[i]) else a<-table.element(a,m$trend[i]*m$seasonal[i])
a<-table.element(a,m$trend[i])
a<-table.element(a,m$seasonal[i])
a<-table.element(a,m$random[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
| |
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