| klassieke decompositie | *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: Tue, 28 Dec 2010 09:05:41 +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/28/t1293527351o3m7cmctkju630g.htm/, Retrieved Tue, 28 Dec 2010 10:09:17 +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/28/t1293527351o3m7cmctkju630g.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 « | 2030
1855
1834
2092
2164
2368
2072
2521
1823
1947
2226
1754
1786
2072
1846
2137
2466
2154
2289
2628
2074
2798
2194
2442
2565
2063
2069
2539
1898
2139
2408
2725
2201
2311
2548
2276
2351
2280
2057
2479
2379
2295
2456
2546
2844
2260
2981
2678
3440
2842
2450
2669
2570
2540
2318
2930
2947
2799
2695
2498
2260
2160
2058
2533
2150
2172
2155
3016
2333
2355
2825
2214
2360
2299
1746
2069
2267
1878
2266
2282
2085
2277
2251
1828
1954
1851
1570
1852
2187
1855
2218
2253
2028
2169
1997
2034
1791
1627
1631
2319
1707
1747
2397
2059
2251
2558
2406
2049
2074
1734
1983
2121
1905
2126
2363
2173
2710
2137
2742
2419
2194
2660
2189
2310
2349
2540
2434
2916
2446
2375
3032
2218
1920
2039
1889
2014
2105
2153
2309
2955
2225
2160
2386
1653
1099
5010
2672
2729
2955
2409
3086
3384
2458
2913
2448
2215
2179
2461
2098
2621
2703
2388
3880
3310
3093
3237
3002
2670
2311
2062
2059 etc... | | Output produced by software: |
Classical Decomposition by Moving Averages | t | Observations | Fit | Trend | Seasonal | Random | 1 | 2030 | NA | NA | -205.580409356725 | NA | 2 | 1855 | NA | NA | 2.87792397660818 | NA | 3 | 1834 | NA | NA | -363.613304093567 | NA | 4 | 2092 | NA | NA | 2.80116959064325 | NA | 5 | 2164 | NA | NA | -90.4554093567252 | NA | 6 | 2368 | NA | NA | -201.391812865497 | NA | 7 | 2072 | 2131.81432748538 | 2047 | 84.8143274853802 | -59.8143274853796 | 8 | 2521 | 2448.94590643275 | 2045.875 | 403.070906432749 | 72.0540935672518 | 9 | 1823 | 2150.20248538012 | 2055.41666666667 | 94.7858187134503 | -327.202485380117 | 10 | 1947 | 2107.84722222222 | 2057.79166666667 | 50.0555555555556 | -160.847222222222 | 11 | 2226 | 2357.66520467836 | 2072.25 | 285.415204678363 | -131.665204678362 | 12 | 1754 | 2013.13669590643 | 2075.91666666667 | -62.7799707602338 | -259.136695906433 | 13 | 1786 | 1870.46125730994 | 2076.04166666667 | -205.580409356725 | -84.4612573099414 | 14 | 2072 | 2092.41959064327 | 2089.54166666667 | 2.87792397660818 | -20.4195906432747 | 15 | 1846 | 1740.84502923977 | 2104.45833333333 | -363.613304093567 | 105.154970760234 | 16 | 2137 | 2153.17616959064 | 2150.375 | 2.80116959064325 | -16.1761695906434 | 17 | 2466 | 2094.04459064327 | 2184.5 | -90.4554093567252 | 371.955409356726 | 18 | 2154 | 2010.44152046784 | 2211.83333333333 | -201.391812865497 | 143.558479532164 | 19 | 2289 | 2357.77266081871 | 2272.95833333333 | 84.8143274853802 | -68.7726608187131 | 20 | 2628 | 2708.11257309942 | 2305.04166666667 | 403.070906432749 | -80.1125730994154 | 21 | 2074 | 2408.74415204678 | 2313.95833333333 | 94.7858187134503 | -334.744152046783 | 22 | 2798 | 2390.05555555556 | 2340 | 50.0555555555556 | 407.944444444445 | 23 | 2194 | 2618.49853801170 | 2333.08333333333 | 285.415204678363 | -424.498538011696 | 24 | 2442 | 2246.01169590643 | 2308.79166666667 | -62.7799707602338 | 195.988304093567 | 25 | 2565 | 2107.54459064327 | 2313.125 | -205.580409356725 | 457.455409356725 | 26 | 2063 | 2325.00292397661 | 2322.125 | 2.87792397660818 | -262.002923976608 | 27 | 2069 | 1967.84502923977 | 2331.45833333333 | -363.613304093567 | 101.154970760234 | 28 | 2539 | 2319.25950292398 | 2316.45833333333 | 2.80116959064325 | 219.740497076023 | 29 | 1898 | 2220.46125730994 | 2310.91666666667 | -90.4554093567252 | -322.461257309941 | 30 | 2139 | 2117.35818713450 | 2318.75 | -201.391812865497 | 21.6418128654973 | 31 | 2408 | 2387.73099415205 | 2302.91666666667 | 84.8143274853802 | 20.2690058479534 | 32 | 2725 | 2706.11257309941 | 2303.04166666667 | 403.070906432749 | 18.8874269005851 | 33 | 2201 | 2406.36915204678 | 2311.58333333333 | 94.7858187134503 | -205.369152046784 | 34 | 2311 | 2358.63888888889 | 2308.58333333333 | 50.0555555555556 | -47.6388888888887 | 35 | 2548 | 2611.54020467836 | 2326.125 | 285.415204678363 | -63.5402046783629 | 36 | 2276 | 2289.88669590643 | 2352.66666666667 | -62.7799707602338 | -13.8866959064326 | 37 | 2351 | 2155.58625730994 | 2361.16666666667 | -205.580409356725 | 195.413742690058 | 38 | 2280 | 2358.58625730994 | 2355.70833333333 | 2.87792397660818 | -78.5862573099412 | 39 | 2057 | 2011.4283625731 | 2375.04166666667 | -363.613304093567 | 45.5716374269005 | 40 | 2479 | 2402.50950292398 | 2399.70833333333 | 2.80116959064325 | 76.4904970760231 | 41 | 2379 | 2325.16959064327 | 2415.625 | -90.4554093567252 | 53.8304093567258 | 42 | 2295 | 2249.02485380117 | 2450.41666666667 | -201.391812865497 | 45.9751461988308 | 43 | 2456 | 2597.35599415205 | 2512.54166666667 | 84.8143274853802 | -141.355994152047 | 44 | 2546 | 2984.40423976608 | 2581.33333333333 | 403.070906432749 | -438.404239766081 | 45 | 2844 | 2715.91081871345 | 2621.125 | 94.7858187134503 | 128.089181286550 | 46 | 2260 | 2695.47222222222 | 2645.41666666667 | 50.0555555555556 | -435.472222222222 | 47 | 2981 | 2946.70687134503 | 2661.29166666667 | 285.415204678363 | 34.2931286549706 | 48 | 2678 | 2616.6783625731 | 2679.45833333333 | -62.7799707602338 | 61.3216374269009 | 49 | 3440 | 2478.33625730994 | 2683.91666666667 | -205.580409356725 | 961.663742690058 | 50 | 2842 | 2697.04459064328 | 2694.16666666667 | 2.87792397660818 | 144.955409356725 | 51 | 2450 | 2350.84502923977 | 2714.45833333333 | -363.613304093567 | 99.1549707602344 | 52 | 2669 | 2744.00950292398 | 2741.20833333333 | 2.80116959064325 | -75.0095029239765 | 53 | 2570 | 2661.29459064327 | 2751.75 | -90.4554093567252 | -91.2945906432747 | 54 | 2540 | 2530.94152046784 | 2732.33333333333 | -201.391812865497 | 9.05847953216335 | 55 | 2318 | 2760.48099415205 | 2675.66666666667 | 84.8143274853802 | -442.480994152047 | 56 | 2930 | 3001.15423976608 | 2598.08333333333 | 403.070906432749 | -71.1542397660814 | 57 | 2947 | 2648.11915204678 | 2553.33333333333 | 94.7858187134503 | 298.880847953216 | 58 | 2799 | 2581.38888888889 | 2531.33333333333 | 50.0555555555556 | 217.611111111111 | 59 | 2695 | 2793.58187134503 | 2508.16666666667 | 285.415204678363 | -98.5818713450294 | 60 | 2498 | 2412.5533625731 | 2475.33333333333 | -62.7799707602338 | 85.4466374269009 | 61 | 2260 | 2247.62792397661 | 2453.20833333333 | -205.580409356725 | 12.3720760233923 | 62 | 2160 | 2452.87792397661 | 2450 | 2.87792397660818 | -292.877923976608 | 63 | 2058 | 2064.38669590643 | 2428 | -363.613304093567 | -6.38669590643258 | 64 | 2533 | 2386.71783625731 | 2383.91666666667 | 2.80116959064325 | 146.28216374269 | 65 | 2150 | 2280.37792397661 | 2370.83333333333 | -90.4554093567252 | -130.377923976608 | 66 | 2172 | 2163.02485380117 | 2364.41666666667 | -201.391812865497 | 8.97514619883032 | 67 | 2155 | 2441.56432748538 | 2356.75 | 84.8143274853802 | -286.564327485380 | 68 | 3016 | 2769.77923976608 | 2366.70833333333 | 403.070906432749 | 246.220760233918 | 69 | 2333 | 2454.28581871345 | 2359.5 | 94.7858187134503 | -121.285818713450 | 70 | 2355 | 2377.22222222222 | 2327.16666666667 | 50.0555555555556 | -22.2222222222222 | 71 | 2825 | 2598.12353801170 | 2312.70833333333 | 285.415204678363 | 226.876461988304 | 72 | 2214 | 2242.5533625731 | 2305.33333333333 | -62.7799707602338 | -28.5533625730991 | 73 | 2360 | 2092.12792397661 | 2297.70833333333 | -205.580409356725 | 267.872076023392 | 74 | 2299 | 2274.62792397661 | 2271.75 | 2.87792397660818 | 24.3720760233919 | 75 | 1746 | 1867.22002923977 | 2230.83333333333 | -363.613304093567 | -121.220029239766 | 76 | 2069 | 2220.05116959064 | 2217.25 | 2.80116959064325 | -151.051169590643 | 77 | 2267 | 2099.62792397661 | 2190.08333333333 | -90.4554093567252 | 167.372076023392 | 78 | 1878 | 1948.69152046784 | 2150.08333333333 | -201.391812865497 | -70.6915204678362 | 79 | 2266 | 2201.89766081871 | 2117.08333333333 | 84.8143274853802 | 64.1023391812864 | 80 | 2282 | 2484.57090643275 | 2081.5 | 403.070906432749 | -202.570906432748 | 81 | 2085 | 2150.28581871345 | 2055.5 | 94.7858187134503 | -65.2858187134502 | 82 | 2277 | 2089.18055555556 | 2039.125 | 50.0555555555556 | 187.819444444445 | 83 | 2251 | 2312.16520467836 | 2026.75 | 285.415204678363 | -61.1652046783624 | 84 | 1828 | 1959.6783625731 | 2022.45833333333 | -62.7799707602338 | -131.678362573099 | 85 | 1954 | 1813.91959064327 | 2019.5 | -205.580409356725 | 140.080409356726 | 86 | 1851 | 2019.16959064327 | 2016.29166666667 | 2.87792397660818 | -168.169590643274 | 87 | 1570 | 1649.09502923977 | 2012.70833333333 | -363.613304093567 | -79.0950292397656 | 88 | 1852 | 2008.63450292398 | 2005.83333333333 | 2.80116959064325 | -156.634502923976 | 89 | 2187 | 1900.29459064327 | 1990.75 | -90.4554093567252 | 286.705409356726 | 90 | 1855 | 1787.35818713450 | 1988.75 | -201.391812865497 | 67.6418128654975 | 91 | 2218 | 2075.35599415205 | 1990.54166666667 | 84.8143274853802 | 142.644005847953 | 92 | 2253 | 2377.48757309941 | 1974.41666666667 | 403.070906432749 | -124.487573099415 | 93 | 2028 | 2062.41081871345 | 1967.625 | 94.7858187134503 | -34.41081871345 | 94 | 2169 | 2039.68055555556 | 1989.625 | 50.0555555555556 | 129.319444444445 | 95 | 1997 | 2274.49853801170 | 1989.08333333333 | 285.415204678363 | -277.498538011696 | 96 | 2034 | 1901.8033625731 | 1964.58333333333 | -62.7799707602338 | 132.196637426901 | 97 | 1791 | 1761.96125730994 | 1967.54166666667 | -205.580409356725 | 29.0387426900584 | 98 | 1627 | 1969.79459064327 | 1966.91666666667 | 2.87792397660818 | -342.794590643275 | 99 | 1631 | 1604.51169590643 | 1968.125 | -363.613304093567 | 26.4883040935674 | 100 | 2319 | 1996.42616959064 | 1993.625 | 2.80116959064325 | 322.573830409357 | 101 | 1707 | 1936.41959064327 | 2026.875 | -90.4554093567252 | -229.419590643275 | 102 | 1747 | 1843.14985380117 | 2044.54166666667 | -201.391812865497 | -96.1498538011692 | 103 | 2397 | 2141.77266081871 | 2056.95833333333 | 84.8143274853802 | 255.227339181287 | 104 | 2059 | 2476.27923976608 | 2073.20833333333 | 403.070906432749 | -417.279239766081 | 105 | 2251 | 2187.11915204678 | 2092.33333333333 | 94.7858187134503 | 63.8808479532167 | 106 | 2558 | 2148.80555555556 | 2098.75 | 50.0555555555556 | 409.194444444444 | 107 | 2406 | 2384.16520467836 | 2098.75 | 285.415204678363 | 21.8347953216371 | 108 | 2049 | 2060.01169590643 | 2122.79166666667 | -62.7799707602338 | -11.0116959064326 | 109 | 2074 | 1931.58625730994 | 2137.16666666667 | -205.580409356725 | 142.413742690059 | 110 | 1734 | 2143.37792397661 | 2140.5 | 2.87792397660818 | -409.377923976608 | 111 | 1983 | 1800.76169590643 | 2164.375 | -363.613304093567 | 182.238304093568 | 112 | 2121 | 2168.75950292398 | 2165.95833333333 | 2.80116959064325 | -47.7595029239769 | 113 | 1905 | 2071.96125730994 | 2162.41666666667 | -90.4554093567252 | -166.961257309941 | 114 | 2126 | 1990.44152046784 | 2191.83333333333 | -201.391812865497 | 135.558479532164 | 115 | 2363 | 2297.06432748538 | 2212.25 | 84.8143274853802 | 65.9356725146204 | 116 | 2173 | 2658.90423976608 | 2255.83333333333 | 403.070906432749 | -485.904239766081 | 117 | 2710 | 2397.78581871345 | 2303 | 94.7858187134503 | 312.21418128655 | 118 | 2137 | 2369.51388888889 | 2319.45833333333 | 50.0555555555556 | -232.513888888889 | 119 | 2742 | 2631.24853801170 | 2345.83333333333 | 285.415204678363 | 110.751461988305 | 120 | 2419 | 2318.8033625731 | 2381.58333333333 | -62.7799707602338 | 100.196637426901 | 121 | 2194 | 2196.21125730994 | 2401.79166666667 | -205.580409356725 | -2.21125730994117 | 122 | 2660 | 2438.58625730994 | 2435.70833333333 | 2.87792397660818 | 221.413742690058 | 123 | 2189 | 2092.0533625731 | 2455.66666666667 | -363.613304093567 | 96.9466374269009 | 124 | 2310 | 2457.38450292398 | 2454.58333333333 | 2.80116959064325 | -147.384502923976 | 125 | 2349 | 2386.12792397661 | 2476.58333333333 | -90.4554093567252 | -37.1279239766081 | 126 | 2540 | 2278.89985380117 | 2480.29166666667 | -201.391812865497 | 261.100146198831 | 127 | 2434 | 2545.31432748538 | 2460.5 | 84.8143274853802 | -111.314327485380 | 128 | 2916 | 2826.27923976608 | 2423.20833333333 | 403.070906432749 | 89.7207602339186 | 129 | 2446 | 2479.61915204678 | 2384.83333333333 | 94.7858187134503 | -33.6191520467837 | 130 | 2375 | 2410.05555555556 | 2360 | 50.0555555555556 | -35.0555555555552 | 131 | 3032 | 2622.91520467836 | 2337.5 | 285.415204678363 | 409.084795321637 | 132 | 2218 | 2248.4283625731 | 2311.20833333333 | -62.7799707602338 | -30.4283625730995 | 133 | 1920 | 2084.29459064327 | 2289.875 | -205.580409356725 | -164.294590643274 | 134 | 2039 | 2289.16959064327 | 2286.29166666667 | 2.87792397660818 | -250.169590643275 | 135 | 1889 | 1915.09502923977 | 2278.70833333333 | -363.613304093567 | -26.0950292397656 | 136 | 2014 | 2263.34283625731 | 2260.54166666667 | 2.80116959064325 | -249.342836257310 | 137 | 2105 | 2134.21125730994 | 2224.66666666667 | -90.4554093567252 | -29.2112573099416 | 138 | 2153 | 1972.81652046784 | 2174.20833333333 | -201.391812865497 | 180.183479532164 | 139 | 2309 | 2201.27266081871 | 2116.45833333333 | 84.8143274853802 | 107.727339181286 | 140 | 2955 | 2609.11257309942 | 2206.04166666667 | 403.070906432749 | 345.887426900585 | 141 | 2225 | 2457.24415204678 | 2362.45833333333 | 94.7858187134503 | -232.244152046784 | 142 | 2160 | 2474.93055555556 | 2424.875 | 50.0555555555556 | -314.930555555556 | 143 | 2386 | 2775.49853801170 | 2490.08333333333 | 285.415204678363 | -389.498538011696 | 144 | 1653 | 2473.38669590643 | 2536.16666666667 | -62.7799707602338 | -820.386695906433 | 145 | 1099 | 2373.62792397661 | 2579.20833333333 | -205.580409356725 | -1274.62792397661 | 146 | 5010 | 2632.33625730994 | 2629.45833333333 | 2.87792397660818 | 2377.66374269006 | 147 | 2672 | 2293.4283625731 | 2657.04166666667 | -363.613304093567 | 378.571637426900 | 148 | 2729 | 2700.92616959064 | 2698.125 | 2.80116959064325 | 28.0738304093561 | 149 | 2955 | 2641.62792397661 | 2732.08333333333 | -90.4554093567252 | 313.372076023392 | 150 | 2409 | 2556.69152046784 | 2758.08333333333 | -201.391812865497 | -147.691520467836 | 151 | 3086 | 2911.31432748538 | 2826.5 | 84.8143274853802 | 174.685672514620 | 152 | 3384 | 3168.36257309941 | 2765.29166666667 | 403.070906432749 | 215.637426900586 | 153 | 2458 | 2729.95248538012 | 2635.16666666667 | 94.7858187134503 | -271.952485380117 | 154 | 2913 | 2656.80555555556 | 2606.75 | 50.0555555555556 | 256.194444444444 | 155 | 2448 | 2877.16520467836 | 2591.75 | 285.415204678363 | -429.165204678362 | 156 | 2215 | 2517.59502923977 | 2580.375 | -62.7799707602338 | -302.595029239766 | 157 | 2179 | 2407.00292397661 | 2612.58333333333 | -205.580409356725 | -228.002923976608 | 158 | 2461 | 2645.46125730994 | 2642.58333333333 | 2.87792397660818 | -184.461257309942 | 159 | 2098 | 2302.34502923977 | 2665.95833333333 | -363.613304093567 | -204.345029239766 | 160 | 2621 | 2708.71783625731 | 2705.91666666667 | 2.80116959064325 | -87.71783625731 | 161 | 2703 | 2652.04459064328 | 2742.5 | -90.4554093567252 | 50.9554093567249 | 162 | 2388 | 2583.14985380117 | 2784.54166666667 | -201.391812865497 | -195.149853801170 | 163 | 3880 | 2893.81432748538 | 2809 | 84.8143274853802 | 986.18567251462 | 164 | 3310 | 3200.94590643275 | 2797.875 | 403.070906432749 | 109.054093567252 | 165 | 3093 | 2874.41081871345 | 2779.625 | 94.7858187134503 | 218.589181286550 | 166 | 3237 | 2821.55555555556 | 2771.5 | 50.0555555555556 | 415.444444444444 | 167 | 3002 | 3029.99853801170 | 2744.58333333333 | 285.415204678363 | -27.9985380116964 | 168 | 2670 | 2646.38669590643 | 2709.16666666667 | -62.7799707602338 | 23.6133040935674 | 169 | 2311 | 2423.66959064327 | 2629.25 | -205.580409356725 | -112.669590643275 | 170 | 2062 | 2547.00292397661 | 2544.125 | 2.87792397660818 | -485.002923976608 | 171 | 2059 | 2143.38669590643 | 2507 | -363.613304093567 | -84.3866959064321 | 172 | 2465 | 2456.88450292398 | 2454.08333333333 | 2.80116959064325 | 8.11549707602353 | 173 | 2213 | 2322.91959064327 | 2413.375 | -90.4554093567252 | -109.919590643275 | 174 | 2028 | 2208.85818713450 | 2410.25 | -201.391812865497 | -180.858187134503 | 175 | 2322 | 2506.27266081871 | 2421.45833333333 | 84.8143274853802 | -184.272660818714 | 176 | 2825 | 2851.44590643275 | 2448.375 | 403.070906432749 | -26.4459064327484 | 177 | 2687 | 2575.45248538012 | 2480.66666666667 | 94.7858187134503 | 111.547514619883 | 178 | 2373 | 2567.05555555556 | 2517 | 50.0555555555556 | -194.055555555556 | 179 | 2889 | 2856.58187134503 | 2571.16666666667 | 285.415204678363 | 32.4181286549701 | 180 | 2708 | 2584.84502923977 | 2647.625 | -62.7799707602338 | 123.154970760234 | 181 | 2542 | 2508.50292397661 | 2714.08333333333 | -205.580409356725 | 33.4970760233923 | 182 | 2477 | 2778.58625730994 | 2775.70833333333 | 2.87792397660818 | -301.586257309941 | 183 | 2419 | 2482.38669590643 | 2846 | -363.613304093567 | -63.3866959064326 | 184 | 2977 | 2904.25950292398 | 2901.45833333333 | 2.80116959064325 | 72.7404970760235 | 185 | 3001 | 2862.91959064327 | 2953.375 | -90.4554093567252 | 138.080409356726 | 186 | 3075 | 2802.81652046784 | 3004.20833333333 | -201.391812865497 | 272.183479532164 | 187 | 2870 | 3114.31432748538 | 3029.5 | 84.8143274853802 | -244.31432748538 | 188 | 3756 | 3445.98757309942 | 3042.91666666667 | 403.070906432749 | 310.012426900585 | 189 | 3443 | 3145.78581871345 | 3051 | 94.7858187134503 | 297.21418128655 | 190 | 2948 | 3090.05555555556 | 3040 | 50.0555555555556 | -142.055555555556 | 191 | 3560 | 3310.83187134503 | 3025.41666666667 | 285.415204678363 | 249.168128654971 | 192 | 3257 | 2952.47002923977 | 3015.25 | -62.7799707602338 | 304.529970760235 | 193 | 2600 | 2798.75292397661 | 3004.33333333333 | -205.580409356725 | -198.752923976608 | 194 | 2741 | 3004.87792397661 | 3002 | 2.87792397660818 | -263.877923976608 | 195 | 2349 | 2621.1783625731 | 2984.79166666667 | -363.613304093567 | -272.178362573099 | 196 | 2783 | 2956.92616959064 | 2954.125 | 2.80116959064325 | -173.926169590643 | 197 | 2845 | 2867.50292397661 | 2957.95833333333 | -90.4554093567252 | -22.5029239766077 | 198 | 2987 | 2744.06652046784 | 2945.45833333333 | -201.391812865497 | 242.933479532164 | 199 | 2696 | 2989.81432748538 | 2905 | 84.8143274853802 | -293.81432748538 | 200 | 3874 | 3300.86257309942 | 2897.79166666667 | 403.070906432749 | 573.137426900585 | 201 | 2912 | 3003.91081871345 | 2909.125 | 94.7858187134503 | -91.9108187134498 | 202 | 2743 | 2951.01388888889 | 2900.95833333333 | 50.0555555555556 | -208.013888888889 | 203 | 3857 | 3157.58187134503 | 2872.16666666667 | 285.415204678363 | 699.418128654971 | 204 | 2660 | 2776.88669590643 | 2839.66666666667 | -62.7799707602338 | -116.886695906433 | 205 | 2226 | 2627.21125730994 | 2832.79166666667 | -205.580409356725 | -401.211257309942 | 206 | 2942 | 2820.87792397661 | 2818 | 2.87792397660818 | 121.122076023392 | 207 | 2420 | 2418.09502923977 | 2781.70833333333 | -363.613304093567 | 1.90497076023394 | 208 | 2516 | 2768.96783625731 | 2766.16666666667 | 2.80116959064325 | -252.96783625731 | 209 | 2421 | 2665.87792397661 | 2756.33333333333 | -90.4554093567252 | -244.877923976608 | 210 | 2631 | 2551.81652046784 | 2753.20833333333 | -201.391812865497 | 79.1834795321643 | 211 | 2887 | 2855.27266081871 | 2770.45833333333 | 84.8143274853802 | 31.7273391812873 | 212 | 3328 | 3178.07090643275 | 2775 | 403.070906432749 | 149.929093567252 | 213 | 2587 | 2844.86915204678 | 2750.08333333333 | 94.7858187134503 | -257.869152046783 | 214 | 2695 | 2793.51388888889 | 2743.45833333333 | 50.0555555555556 | -98.5138888888887 | 215 | 3669 | 3051.87353801170 | 2766.45833333333 | 285.415204678363 | 617.126461988304 | 216 | 2773 | 2682.84502923977 | 2745.625 | -62.7799707602338 | 90.1549707602339 | 217 | 2527 | 2499.25292397661 | 2704.83333333333 | -205.580409356725 | 27.7470760233919 | 218 | 2750 | 2688.46125730994 | 2685.58333333333 | 2.87792397660818 | 61.5387426900584 | 219 | 2014 | 2302.38669590643 | 2666 | -363.613304093567 | -288.386695906433 | 220 | 2763 | 2654.17616959064 | 2651.375 | 2.80116959064325 | 108.823830409357 | 221 | 2726 | 2506.25292397661 | 2596.70833333333 | -90.4554093567252 | 219.747076023392 | 222 | 1826 | 2337.52485380117 | 2538.91666666667 | -201.391812865497 | -511.524853801169 | 223 | 2713 | 2611.35599415205 | 2526.54166666667 | 84.8143274853802 | 101.644005847953 | 224 | 3040 | 2920.15423976608 | 2517.08333333333 | 403.070906432749 | 119.845760233918 | 225 | 2405 | 2613.16081871345 | 2518.375 | 94.7858187134503 | -208.160818713450 | 226 | 2526 | 2582.68055555556 | 2532.625 | 50.0555555555556 | -56.6805555555552 | 227 | 2526 | 2804.91520467836 | 2519.5 | 285.415204678363 | -278.915204678363 | 228 | 2529 | 2452.8033625731 | 2515.58333333333 | -62.7799707602338 | 76.1966374269005 | 229 | 2474 | 2321.41959064327 | 2527 | -205.580409356725 | 152.580409356725 | 230 | 2576 | 2513.83625730994 | 2510.95833333333 | 2.87792397660818 | 62.1637426900588 | 231 | 2219 | 2156.8033625731 | 2520.41666666667 | -363.613304093567 | 62.1966374269005 | 232 | 2900 | 2570.96783625731 | 2568.16666666667 | 2.80116959064325 | 329.032163742690 | 233 | 2274 | 2537.96125730994 | 2628.41666666667 | -90.4554093567252 | -263.961257309941 | 234 | 2184 | 2496.02485380117 | 2697.41666666667 | -201.391812865497 | -312.024853801169 | 235 | 2629 | 2852.35599415205 | 2767.54166666667 | 84.8143274853802 | -223.355994152047 | 236 | 2739 | NA | NA | 403.070906432749 | NA | 237 | 2933 | NA | NA | 94.7858187134503 | NA | 238 | 3144 | NA | NA | 50.0555555555556 | NA | 239 | 3354 | NA | NA | 285.415204678363 | NA | 240 | 3357 | NA | NA | -62.7799707602338 | NA | 241 | 3329 | NA | NA | NA | NA |
| | Charts produced by software: | | http://www.freestatistics.org/blog/date/2010/Dec/28/t1293527351o3m7cmctkju630g/179g91293527133.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/28/t1293527351o3m7cmctkju630g/179g91293527133.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/28/t1293527351o3m7cmctkju630g/279g91293527133.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/28/t1293527351o3m7cmctkju630g/279g91293527133.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/28/t1293527351o3m7cmctkju630g/3zjxb1293527133.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/28/t1293527351o3m7cmctkju630g/3zjxb1293527133.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/28/t1293527351o3m7cmctkju630g/4zjxb1293527133.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/28/t1293527351o3m7cmctkju630g/4zjxb1293527133.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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