| | | *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: Thu, 09 Dec 2010 16:32:57 +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/09/t1291912269kqj8xbtsv09vq9y.htm/, Retrieved Thu, 09 Dec 2010 17:31:11 +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/09/t1291912269kqj8xbtsv09vq9y.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 « | | 240.8
241.1
223.8
206.1
174.7
203.3
220.5
299.5
347.4
338.3
327.7
351.6
396.6
438.8
395.6
363.5
378.8
357
369
464.8
479.1
431.3
366.5
326.3
355.1
331.6
261.3
249
205.5
235.6
240.9
264.9
253.8
232.3
193.8
177
213.2
207.2
180.6
188.6
175.4
199
179.6
225.8
234
200.2
183.6
178.2
203.2
208.5
191.8
172.8
148
159.4
154.5
213.2
196.4
182.8
176.4
153.6
173.2
171
151.2
161.9
157.2
201.7
236.4
356.1
398.3
403.7
384.6
365.8
368.1
367.9
347
343.3
292.9
311.5
300.9
366.9
356.9
329.7
316.2
269
289.3
266.2
253.6
233.8
228.4
253.6
260.1
306.6
309.2
309.5
271
279.9
317.9
298.4
246.7
227.3
209.1
259.9
266
320.6
308.5
282.2
262.7
263.5
313.1
284.3
252.6
250.3
246.5
312.7
333.2
446.4
511.6
515.5
506.4
483.2
522.3
509.8
460.7
405.8
375
378.5
406.8
467.8
469.8
429.8
355.8
332.7
378
360.5
334.7
319.5
323.1
363.6
352.1
411.9
388.6
416.4
360.7
338
417.2
388.4
371.1
331.5
353.7
396.7
447
etc... | | | | Output produced by software: |
| Classical Decomposition by Moving Averages | | t | Observations | Fit | Trend | Seasonal | Random | | 1 | 240.8 | NA | NA | 42.5722222222222 | NA | | 2 | 241.1 | NA | NA | 16.7456417624521 | NA | | 3 | 223.8 | NA | NA | -15.2323754789272 | NA | | 4 | 206.1 | NA | NA | -33.3601053639847 | NA | | 5 | 174.7 | NA | NA | -48.4134099616858 | NA | | 6 | 203.3 | NA | NA | -27.0145593869732 | NA | | 7 | 220.5 | 245.139607279694 | 271.058333333333 | -25.9187260536398 | -24.6396072796935 | | 8 | 299.5 | 333.386877394636 | 285.7875 | 47.599377394636 | -33.886877394636 | | 9 | 347.4 | 355.559578544061 | 301.183333333333 | 54.376245210728 | -8.15957854406133 | | 10 | 338.3 | 345.747365900383 | 314.9 | 30.8473659003831 | -7.44736590038309 | | 11 | 327.7 | 319.841762452107 | 329.9625 | -10.1207375478927 | 7.85823754789277 | | 12 | 351.6 | 312.789894636015 | 344.870833333333 | -32.080938697318 | 38.8101053639847 | | 13 | 396.6 | 400.034722222222 | 357.4625 | 42.5722222222222 | -3.43472222222215 | | 14 | 438.8 | 387.283141762452 | 370.5375 | 16.7456417624521 | 51.5168582375479 | | 15 | 395.6 | 367.680124521073 | 382.9125 | -15.2323754789272 | 27.9198754789272 | | 16 | 363.5 | 358.914894636015 | 392.275 | -33.3601053639847 | 4.58510536398461 | | 17 | 378.8 | 349.353256704981 | 397.766666666667 | -48.4134099616858 | 29.4467432950192 | | 18 | 357 | 371.314607279693 | 398.329166666667 | -27.0145593869732 | -14.3146072796935 | | 19 | 369 | 369.627107279693 | 395.545833333333 | -25.9187260536398 | -0.627107279693462 | | 20 | 464.8 | 436.949377394636 | 389.35 | 47.599377394636 | 27.850622605364 | | 21 | 479.1 | 433.663745210728 | 379.2875 | 54.376245210728 | 45.436254789272 | | 22 | 431.3 | 399.768199233716 | 368.920833333333 | 30.8473659003831 | 31.5318007662836 | | 23 | 366.5 | 346.808429118774 | 356.929166666667 | -10.1207375478927 | 19.6915708812261 | | 24 | 326.3 | 312.569061302682 | 344.65 | -32.080938697318 | 13.730938697318 | | 25 | 355.1 | 376.826388888889 | 334.254166666667 | 42.5722222222222 | -21.7263888888888 | | 26 | 331.6 | 337.333141762452 | 320.5875 | 16.7456417624521 | -5.73314176245214 | | 27 | 261.3 | 287.638457854406 | 302.870833333333 | -15.2323754789272 | -26.3384578544061 | | 28 | 249 | 251.831561302682 | 285.191666666667 | -33.3601053639847 | -2.83156130268196 | | 29 | 205.5 | 221.290756704981 | 269.704166666667 | -48.4134099616858 | -15.7907567049808 | | 30 | 235.6 | 229.272940613027 | 256.2875 | -27.0145593869732 | 6.32705938697319 | | 31 | 240.9 | 218.235440613027 | 244.154166666667 | -25.9187260536398 | 22.6645593869732 | | 32 | 264.9 | 280.657710727969 | 233.058333333333 | 47.599377394636 | -15.7577107279693 | | 33 | 253.8 | 278.888745210728 | 224.5125 | 54.376245210728 | -25.0887452107279 | | 34 | 232.3 | 249.480699233716 | 218.633333333333 | 30.8473659003831 | -17.1806992337164 | | 35 | 193.8 | 204.741762452107 | 214.8625 | -10.1207375478927 | -10.9417624521072 | | 36 | 177 | 180.002394636015 | 212.083333333333 | -32.080938697318 | -3.00239463601528 | | 37 | 213.2 | 250.576388888889 | 208.004166666667 | 42.5722222222222 | -37.3763888888889 | | 38 | 207.2 | 220.566475095785 | 203.820833333333 | 16.7456417624521 | -13.3664750957854 | | 39 | 180.6 | 186.134291187739 | 201.366666666667 | -15.2323754789272 | -5.53429118773943 | | 40 | 188.6 | 165.844061302682 | 199.204166666667 | -33.3601053639847 | 22.755938697318 | | 41 | 175.4 | 149.028256704981 | 197.441666666667 | -48.4134099616858 | 26.3717432950192 | | 42 | 199 | 170.052107279693 | 197.066666666667 | -27.0145593869732 | 28.9478927203065 | | 43 | 179.6 | 170.78127394636 | 196.7 | -25.9187260536398 | 8.81872605363984 | | 44 | 225.8 | 243.936877394636 | 196.3375 | 47.599377394636 | -18.136877394636 | | 45 | 234 | 251.234578544061 | 196.858333333333 | 54.376245210728 | -17.2345785440613 | | 46 | 200.2 | 227.51403256705 | 196.666666666667 | 30.8473659003831 | -27.3140325670498 | | 47 | 183.6 | 184.745929118774 | 194.866666666667 | -10.1207375478927 | -1.14592911877392 | | 48 | 178.2 | 159.994061302682 | 192.075 | -32.080938697318 | 18.205938697318 | | 49 | 203.2 | 231.951388888889 | 189.379166666667 | 42.5722222222222 | -28.7513888888889 | | 50 | 208.5 | 204.553975095785 | 187.808333333333 | 16.7456417624521 | 3.94602490421457 | | 51 | 191.8 | 170.484291187739 | 185.716666666667 | -15.2323754789272 | 21.3157088122605 | | 52 | 172.8 | 150.064894636015 | 183.425 | -33.3601053639847 | 22.7351053639847 | | 53 | 148 | 133.986590038314 | 182.4 | -48.4134099616858 | 14.0134099616858 | | 54 | 159.4 | 154.060440613027 | 181.075 | -27.0145593869732 | 5.33955938697318 | | 55 | 154.5 | 152.88127394636 | 178.8 | -25.9187260536398 | 1.61872605363985 | | 56 | 213.2 | 223.586877394636 | 175.9875 | 47.599377394636 | -10.386877394636 | | 57 | 196.4 | 227.109578544061 | 172.733333333333 | 54.376245210728 | -30.7095785440613 | | 58 | 182.8 | 201.434865900383 | 170.5875 | 30.8473659003831 | -18.6348659003831 | | 59 | 176.4 | 160.395929118774 | 170.516666666667 | -10.1207375478927 | 16.0040708812261 | | 60 | 153.6 | 140.581561302682 | 172.6625 | -32.080938697318 | 13.018438697318 | | 61 | 173.2 | 220.409722222222 | 177.8375 | 42.5722222222222 | -47.2097222222222 | | 62 | 171 | 203.949808429119 | 187.204166666667 | 16.7456417624521 | -32.9498084291187 | | 63 | 151.2 | 186.338457854406 | 201.570833333333 | -15.2323754789272 | -35.1384578544061 | | 64 | 161.9 | 185.827394636015 | 219.1875 | -33.3601053639847 | -23.9273946360153 | | 65 | 157.2 | 188.653256704981 | 237.066666666667 | -48.4134099616858 | -31.4532567049808 | | 66 | 201.7 | 227.56877394636 | 254.583333333333 | -27.0145593869732 | -25.8687739463602 | | 67 | 236.4 | 245.627107279693 | 271.545833333333 | -25.9187260536398 | -9.22710727969343 | | 68 | 356.1 | 335.470210727969 | 287.870833333333 | 47.599377394636 | 20.6297892720307 | | 69 | 398.3 | 358.609578544061 | 304.233333333333 | 54.376245210728 | 39.6904214559387 | | 70 | 403.7 | 350.797365900383 | 319.95 | 30.8473659003831 | 52.9026340996169 | | 71 | 384.6 | 323.041762452107 | 333.1625 | -10.1207375478927 | 61.5582375478928 | | 72 | 365.8 | 311.310727969349 | 343.391666666667 | -32.080938697318 | 54.4892720306514 | | 73 | 368.1 | 393.226388888889 | 350.654166666667 | 42.5722222222222 | -25.1263888888889 | | 74 | 367.9 | 370.537308429119 | 353.791666666667 | 16.7456417624521 | -2.63730842911878 | | 75 | 347 | 337.284291187739 | 352.516666666667 | -15.2323754789272 | 9.71570881226052 | | 76 | 343.3 | 314.348227969349 | 347.708333333333 | -33.3601053639847 | 28.9517720306513 | | 77 | 292.9 | 293.361590038314 | 341.775 | -48.4134099616858 | -0.461590038314171 | | 78 | 311.5 | 307.877107279694 | 334.891666666667 | -27.0145593869732 | 3.62289272030648 | | 79 | 300.9 | 301.65627394636 | 327.575 | -25.9187260536398 | -0.756273946360125 | | 80 | 366.9 | 367.653544061303 | 320.054166666667 | 47.599377394636 | -0.753544061302705 | | 81 | 356.9 | 366.301245210728 | 311.925 | 54.376245210728 | -9.401245210728 | | 82 | 329.7 | 334.318199233716 | 303.470833333333 | 30.8473659003831 | -4.61819923371644 | | 83 | 316.2 | 286.100095785441 | 296.220833333333 | -10.1207375478927 | 30.0999042145594 | | 84 | 269 | 259.039894636015 | 291.120833333333 | -32.080938697318 | 9.96010536398467 | | 85 | 289.3 | 329.580555555556 | 287.008333333333 | 42.5722222222222 | -40.2805555555556 | | 86 | 266.2 | 299.541475095785 | 282.795833333333 | 16.7456417624521 | -33.3414750957855 | | 87 | 253.6 | 263.063457854406 | 278.295833333333 | -15.2323754789272 | -9.46345785440616 | | 88 | 233.8 | 242.106561302682 | 275.466666666667 | -33.3601053639847 | -8.30656130268198 | | 89 | 228.4 | 224.328256704981 | 272.741666666667 | -48.4134099616858 | 4.07174329501913 | | 90 | 253.6 | 244.297940613027 | 271.3125 | -27.0145593869732 | 9.30205938697321 | | 91 | 260.1 | 247.039607279693 | 272.958333333333 | -25.9187260536398 | 13.0603927203065 | | 92 | 306.6 | 323.091044061303 | 275.491666666667 | 47.599377394636 | -16.4910440613026 | | 93 | 309.2 | 330.922078544061 | 276.545833333333 | 54.376245210728 | -21.7220785440613 | | 94 | 309.5 | 306.834865900383 | 275.9875 | 30.8473659003831 | 2.66513409961692 | | 95 | 271 | 264.791762452107 | 274.9125 | -10.1207375478927 | 6.20823754789279 | | 96 | 279.9 | 242.289894636015 | 274.370833333333 | -32.080938697318 | 37.6101053639846 | | 97 | 317.9 | 317.451388888889 | 274.879166666667 | 42.5722222222222 | 0.448611111111177 | | 98 | 298.4 | 292.453975095785 | 275.708333333333 | 16.7456417624521 | 5.94602490421454 | | 99 | 246.7 | 261.030124521073 | 276.2625 | -15.2323754789272 | -14.3301245210728 | | 100 | 227.3 | 241.735727969349 | 275.095833333333 | -33.3601053639847 | -14.4357279693486 | | 101 | 209.1 | 225.199090038314 | 273.6125 | -48.4134099616858 | -16.0990900383142 | | 102 | 259.9 | 245.56877394636 | 272.583333333333 | -27.0145593869732 | 14.3312260536398 | | 103 | 266 | 245.78127394636 | 271.7 | -25.9187260536398 | 20.2187260536398 | | 104 | 320.6 | 318.511877394636 | 270.9125 | 47.599377394636 | 2.08812260536405 | | 105 | 308.5 | 324.947078544061 | 270.570833333333 | 54.376245210728 | -16.4470785440612 | | 106 | 282.2 | 302.622365900383 | 271.775 | 30.8473659003831 | -20.4223659003832 | | 107 | 262.7 | 264.170929118774 | 274.291666666667 | -10.1207375478927 | -1.47092911877394 | | 108 | 263.5 | 245.969061302682 | 278.05 | -32.080938697318 | 17.530938697318 | | 109 | 313.1 | 325.622222222222 | 283.05 | 42.5722222222222 | -12.5222222222222 | | 110 | 284.3 | 307.837308429119 | 291.091666666667 | 16.7456417624521 | -23.5373084291188 | | 111 | 252.6 | 289.563457854406 | 304.795833333333 | -15.2323754789272 | -36.9634578544062 | | 112 | 250.3 | 289.619061302682 | 322.979166666667 | -33.3601053639847 | -39.3190613026819 | | 113 | 246.5 | 294.440756704981 | 342.854166666667 | -48.4134099616858 | -47.9407567049807 | | 114 | 312.7 | 335.147940613027 | 362.1625 | -27.0145593869732 | -22.4479406130269 | | 115 | 333.2 | 354.114607279694 | 380.033333333333 | -25.9187260536398 | -20.9146072796935 | | 116 | 446.4 | 445.745210727969 | 398.145833333333 | 47.599377394636 | 0.654789272030598 | | 117 | 511.6 | 470.588745210728 | 416.2125 | 54.376245210728 | 41.0112547892721 | | 118 | 515.5 | 462.209865900383 | 431.3625 | 30.8473659003831 | 53.2901340996169 | | 119 | 506.4 | 433.07509578544 | 443.195833333333 | -10.1207375478927 | 73.3249042145595 | | 120 | 483.2 | 419.210727969349 | 451.291666666667 | -32.080938697318 | 63.9892720306515 | | 121 | 522.3 | 499.672222222222 | 457.1 | 42.5722222222222 | 22.6277777777779 | | 122 | 509.8 | 477.803975095785 | 461.058333333333 | 16.7456417624521 | 31.9960249042146 | | 123 | 460.7 | 444.975957854406 | 460.208333333333 | -15.2323754789272 | 15.7240421455939 | | 124 | 405.8 | 421.535727969349 | 454.895833333333 | -33.3601053639847 | -15.7357279693487 | | 125 | 375 | 396.636590038314 | 445.05 | -48.4134099616858 | -21.6365900383141 | | 126 | 378.5 | 405.489607279693 | 432.504166666667 | -27.0145593869732 | -26.9896072796934 | | 127 | 406.8 | 394.302107279693 | 420.220833333333 | -25.9187260536398 | 12.4978927203065 | | 128 | 467.8 | 455.586877394636 | 407.9875 | 47.599377394636 | 12.213122605364 | | 129 | 469.8 | 450.892911877395 | 396.516666666667 | 54.376245210728 | 18.9070881226054 | | 130 | 429.8 | 418.518199233716 | 387.670833333333 | 30.8473659003831 | 11.2818007662835 | | 131 | 355.8 | 371.791762452107 | 381.9125 | -10.1207375478927 | -15.9917624521073 | | 132 | 332.7 | 347.048227969349 | 379.129166666667 | -32.080938697318 | -14.3482279693486 | | 133 | 378 | 418.801388888889 | 376.229166666667 | 42.5722222222222 | -40.8013888888888 | | 134 | 360.5 | 388.366475095785 | 371.620833333333 | 16.7456417624521 | -27.8664750957854 | | 135 | 334.7 | 350.675957854406 | 365.908333333333 | -15.2323754789272 | -15.9759578544061 | | 136 | 319.5 | 328.606561302682 | 361.966666666667 | -33.3601053639847 | -9.10656130268205 | | 137 | 323.1 | 313.199090038314 | 361.6125 | -48.4134099616858 | 9.90090996168584 | | 138 | 363.6 | 335.022940613027 | 362.0375 | -27.0145593869732 | 28.5770593869732 | | 139 | 352.1 | 337.972940613027 | 363.891666666667 | -25.9187260536398 | 14.1270593869732 | | 140 | 411.9 | 414.286877394636 | 366.6875 | 47.599377394636 | -2.38687739463597 | | 141 | 388.6 | 423.742911877395 | 369.366666666667 | 54.376245210728 | -35.1429118773946 | | 142 | 416.4 | 402.230699233716 | 371.383333333333 | 30.8473659003831 | 14.1693007662835 | | 143 | 360.7 | 363.037595785441 | 373.158333333333 | -10.1207375478927 | -2.33759578544056 | | 144 | 338 | 343.731561302682 | 375.8125 | -32.080938697318 | -5.731561302682 | | 145 | 417.2 | 423.718055555555 | 381.145833333333 | 42.5722222222222 | -6.51805555555552 | | 146 | 388.4 | 406.912308429119 | 390.166666666667 | 16.7456417624521 | -18.5123084291188 | | 147 | 371.1 | 387.367624521073 | 402.6 | -15.2323754789272 | -16.2676245210728 | | 148 | 331.5 | 381.852394636015 | 415.2125 | -33.3601053639847 | -50.3523946360154 | | 149 | 353.7 | 377.378256704981 | 425.791666666667 | -48.4134099616858 | -23.6782567049809 | | 150 | 396.7 | 409.489607279693 | 436.504166666667 | -27.0145593869732 | -12.7896072796935 | | 151 | 447 | 420.71877394636 | 446.6375 | -25.9187260536398 | 26.2812260536398 | | 152 | 533.5 | 503.478544061303 | 455.879166666667 | 47.599377394636 | 30.0214559386973 | | 153 | 565.4 | 517.780411877395 | 463.404166666667 | 54.376245210728 | 47.6195881226054 | | 154 | 542.3 | 500.284865900383 | 469.4375 | 30.8473659003831 | 42.0151340996168 | | 155 | 488.7 | 463.670929118774 | 473.791666666667 | -10.1207375478927 | 25.029070881226 | | 156 | 467.1 | 442.960727969349 | 475.041666666667 | -32.080938697318 | 24.1392720306515 | | 157 | 531.3 | 515.718055555556 | 473.145833333333 | 42.5722222222222 | 15.5819444444444 | | 158 | 496.1 | 485.128975095785 | 468.383333333333 | 16.7456417624521 | 10.9710249042146 | | 159 | 444 | 445.288457854406 | 460.520833333333 | -15.2323754789272 | -1.28845785440609 | | 160 | 403.4 | 417.689894636015 | 451.05 | -33.3601053639847 | -14.2898946360153 | | 161 | 386.3 | 393.786590038314 | 442.2 | -48.4134099616858 | -7.48659003831409 | | 162 | 394.1 | 407.922940613027 | 434.9375 | -27.0145593869732 | -13.8229406130268 | | 163 | 404.1 | 401.464607279693 | 427.383333333333 | -25.9187260536398 | 2.63539272030658 | | 164 | 462.1 | 465.707710727969 | 418.108333333333 | 47.599377394636 | -3.60771072796928 | | 165 | 448.1 | 465.276245210728 | 410.9 | 54.376245210728 | -17.176245210728 | | 166 | 432.3 | 436.843199233717 | 405.995833333333 | 30.8473659003831 | -4.54319923371651 | | 167 | 386.3 | 390.841762452107 | 400.9625 | -10.1207375478927 | -4.54176245210726 | | 168 | 395.2 | 365.364894636015 | 397.445833333333 | -32.080938697318 | 29.8351053639846 | | 169 | 421.9 | 437.951388888889 | 395.379166666667 | 42.5722222222222 | -16.0513888888888 | | 170 | 382.9 | 410.978975095785 | 394.233333333333 | 16.7456417624521 | -28.0789750957854 | | 171 | 384.2 | 380.646791187739 | 395.879166666667 | -15.2323754789272 | 3.55320881226055 | | 172 | 345.5 | 364.635727969349 | 397.995833333333 | -33.3601053639847 | -19.1357279693486 | | 173 | 323.4 | 350.619923371647 | 399.033333333333 | -48.4134099616858 | -27.2199233716475 | | 174 | 372.6 | 372.547940613027 | 399.5625 | -27.0145593869732 | 0.0520593869732693 | | 175 | 376 | 375.027107279693 | 400.945833333333 | -25.9187260536398 | 0.972892720306504 | | 176 | 462.7 | 451.236877394636 | 403.6375 | 47.599377394636 | 11.463122605364 | | 177 | 487 | 458.947078544061 | 404.570833333333 | 54.376245210728 | 28.0529214559387 | | 178 | 444.2 | 435.118199233716 | 404.270833333333 | 30.8473659003831 | 9.0818007662836 | | 179 | 399.3 | 394.879262452107 | 405 | -10.1207375478927 | 4.42073754789271 | | 180 | 394.9 | 374.135727969349 | 406.216666666667 | -32.080938697318 | 20.7642720306514 | | 181 | 455.4 | 449.455555555556 | 406.883333333333 | 42.5722222222222 | 5.94444444444451 | | 182 | 414 | 423.291475095785 | 406.545833333333 | 16.7456417624521 | -9.29147509578536 | | 183 | 375.5 | 389.155124521073 | 404.3875 | -15.2323754789272 | -13.6551245210728 | | 184 | 347 | 368.419061302682 | 401.779166666667 | -33.3601053639847 | -21.4190613026819 | | 185 | 339.4 | 351.786590038314 | 400.2 | -48.4134099616858 | -12.3865900383142 | | 186 | 385.8 | 370.75627394636 | 397.770833333333 | -27.0145593869732 | 15.0437260536399 | | 187 | 378.8 | 369.677107279694 | 395.595833333333 | -25.9187260536398 | 9.12289272030642 | | 188 | 451.8 | 440.836877394636 | 393.2375 | 47.599377394636 | 10.9631226053639 | | 189 | 446.1 | 444.826245210728 | 390.45 | 54.376245210728 | 1.273754789272 | | 190 | 422.5 | 419.580699233716 | 388.733333333333 | 30.8473659003831 | 2.91930076628358 | | 191 | 383.1 | 376.929262452107 | 387.05 | -10.1207375478927 | 6.17073754789283 | | 192 | 352.8 | 351.902394636015 | 383.983333333333 | -32.080938697318 | 0.897605363984667 | | 193 | 445.3 | 422.726388888889 | 380.154166666667 | 42.5722222222222 | 22.5736111111111 | | 194 | 367.5 | 392.916475095785 | 376.170833333333 | 16.7456417624521 | -25.4164750957854 | | 195 | 355.1 | 357.330124521073 | 372.5625 | -15.2323754789272 | -2.23012452107275 | | 196 | 326.2 | 335.806561302682 | 369.166666666667 | -33.3601053639847 | -9.60656130268205 | | 197 | 319.8 | 317.149090038314 | 365.5625 | -48.4134099616858 | 2.65090996168584 | | 198 | 331.8 | 335.827107279694 | 362.841666666667 | -27.0145593869732 | -4.0271072796935 | | 199 | 340.9 | 333.964607279693 | 359.883333333333 | -25.9187260536398 | 6.93539272030648 | | 200 | 394.1 | 404.807710727969 | 357.208333333333 | 47.599377394636 | -10.7077107279692 | | 201 | 417.2 | 408.951245210728 | 354.575 | 54.376245210728 | 8.24875478927208 | | 202 | 369.9 | 382.06403256705 | 351.216666666667 | 30.8473659003831 | -12.1640325670497 | | 203 | 349.2 | 337.308429118774 | 347.429166666667 | -10.1207375478927 | 11.8915708812261 | | 204 | 321.4 | 311.519061302682 | 343.6 | -32.080938697318 | 9.88093869731802 | | 205 | 405.7 | 381.793055555555 | 339.220833333333 | 42.5722222222222 | 23.9069444444444 | | 206 | 342.9 | 350.474808429119 | 333.729166666667 | 16.7456417624521 | -7.57480842911878 | | 207 | 316.5 | 311.163457854406 | 326.395833333333 | -15.2323754789272 | 5.33654214559385 | | 208 | 284.2 | 285.652394636015 | 319.0125 | -33.3601053639847 | -1.45239463601541 | | 209 | 270.9 | 264.469923371647 | 312.883333333333 | -48.4134099616858 | 6.43007662835254 | | 210 | 288.8 | 280.939607279693 | 307.954166666667 | -27.0145593869732 | 7.86039272030655 | | 211 | 278.8 | 278.34377394636 | 304.2625 | -25.9187260536398 | 0.456226053639909 | | 212 | 324.4 | 348.345210727969 | 300.745833333333 | 47.599377394636 | -23.9452107279694 | | 213 | 310.9 | 352.109578544061 | 297.733333333333 | 54.376245210728 | -41.2095785440613 | | 214 | 299 | 325.734865900383 | 294.8875 | 30.8473659003831 | -26.7348659003831 | | 215 | 273 | 282.337595785441 | 292.458333333333 | -10.1207375478927 | -9.33759578544061 | | 216 | 279.3 | 258.073227969349 | 290.154166666667 | -32.080938697318 | 21.2267720306513 | | 217 | 359.2 | 330.926388888889 | 288.354166666667 | 42.5722222222222 | 28.2736111111111 | | 218 | 305 | 304.233141762452 | 287.4875 | 16.7456417624521 | 0.766858237547922 | | 219 | 282.1 | 272.213457854406 | 287.445833333333 | -15.2323754789272 | 9.88654214559386 | | 220 | 250.3 | 254.248227969349 | 287.608333333333 | -33.3601053639847 | -3.94822796934864 | | 221 | 246.5 | 238.769923371647 | 287.183333333333 | -48.4134099616858 | 7.73007662835255 | | 222 | 257.9 | 258.497940613027 | 285.5125 | -27.0145593869732 | -0.597940613026765 | | 223 | 266.5 | 258.347940613027 | 284.266666666667 | -25.9187260536398 | 8.15205938697318 | | 224 | 315.9 | 332.845210727969 | 285.245833333333 | 47.599377394636 | -16.9452107279693 | | 225 | 318.4 | 340.955411877395 | 286.579166666667 | 54.376245210728 | -22.5554118773946 | | 226 | 295.4 | 319.56403256705 | 288.716666666667 | 30.8473659003831 | -24.1640325670498 | | 227 | 266.4 | 282.258429118774 | 292.379166666667 | -10.1207375478927 | -15.8584291187739 | | 228 | 245.8 | 263.677394636015 | 295.758333333333 | -32.080938697318 | -17.8773946360153 | | 229 | 362.8 | 339.909722222222 | 297.3375 | 42.5722222222222 | 22.8902777777778 | | 230 | 324.9 | 313.958141762452 | 297.2125 | 16.7456417624521 | 10.9418582375479 | | 231 | 294.2 | 282.055124521073 | 297.2875 | -15.2323754789272 | 12.1448754789272 | | 232 | 289.5 | 264.252394636015 | 297.6125 | -33.3601053639847 | 25.2476053639846 | | 233 | 295.2 | 248.374090038314 | 296.7875 | -48.4134099616858 | 46.8259099616858 | | 234 | 290.3 | 268.410440613027 | 295.425 | -27.0145593869732 | 21.8895593869732 | | 235 | 272 | 268.810440613027 | 294.729166666667 | -25.9187260536398 | 3.1895593869732 | | 236 | 307.4 | 342.141044061303 | 294.541666666667 | 47.599377394636 | -34.7410440613027 | | 237 | 328.7 | 348.076245210728 | 293.7 | 54.376245210728 | -19.376245210728 | | 238 | 292.9 | 322.63903256705 | 291.791666666667 | 30.8473659003831 | -29.7390325670498 | | 239 | 249.1 | 278.629262452107 | 288.75 | -10.1207375478927 | -29.5292624521073 | | 240 | 230.4 | 253.464894636015 | 285.545833333333 | -32.080938697318 | -23.0648946360153 | | 241 | 361.5 | 325.497222222222 | 282.925 | 42.5722222222222 | 36.0027777777779 | | 242 | 321.7 | 297.583141762452 | 280.8375 | 16.7456417624521 | 24.1168582375479 | | 243 | 277.2 | 263.259291187739 | 278.491666666667 | -15.2323754789272 | 13.9407088122605 | | 244 | 260.7 | 242.856561302682 | 276.216666666667 | -33.3601053639847 | 17.843438697318 | | 245 | 251 | 227.257423371647 | 275.670833333333 | -48.4134099616858 | 23.7425766283525 | | 246 | 257.6 | 248.852107279693 | 275.866666666667 | -27.0145593869732 | 8.74789272030654 | | 247 | 241.8 | 248.99377394636 | 274.9125 | -25.9187260536398 | -7.19377394636012 | | 248 | 287.5 | 321.428544061303 | 273.829166666667 | 47.599377394636 | -33.9285440613027 | | 249 | 292.3 | 328.467911877395 | 274.091666666667 | 54.376245210728 | -36.1679118773947 | | 250 | 274.7 | 306.809865900383 | 275.9625 | 30.8473659003831 | -32.1098659003832 | | 251 | 254.2 | 268.679262452107 | 278.8 | -10.1207375478927 | -14.4792624521073 | | 252 | 230 | 248.652394636015 | 280.733333333333 | -32.080938697318 | -18.6523946360153 | | 253 | 339 | 324.734722222222 | 282.1625 | 42.5722222222222 | 14.2652777777778 | | 254 | 318.2 | 301.991475095785 | 285.245833333333 | 16.7456417624521 | 16.2085249042145 | | 255 | 287 | 275.855124521073 | 291.0875 | -15.2323754789272 | 11.1448754789272 | | 256 | 295.8 | 265.464894636015 | 298.825 | -33.3601053639847 | 30.3351053639847 | | 257 | 284 | 258.728256704981 | 307.141666666667 | -48.4134099616858 | 25.2717432950192 | | 258 | 271 | 288.852107279693 | 315.866666666667 | -27.0145593869732 | -17.8521072796934 | | 259 | 262.7 | 299.79377394636 | 325.7125 | -25.9187260536398 | -37.0937739463602 | | 260 | 340.6 | 384.174377394636 | 336.575 | 47.599377394636 | -43.574377394636 | | 261 | 379.4 | 402.109578544061 | 347.733333333333 | 54.376245210728 | -22.7095785440612 | | 262 | 373.3 | 389.76403256705 | 358.916666666667 | 30.8473659003831 | -16.4640325670497 | | 263 | 355.2 | 360.266762452107 | 370.3875 | -10.1207375478927 | -5.06676245210724 | | 264 | 338.4 | 352.123227969349 | 384.204166666667 | -32.080938697318 | -13.7232279693487 | | 265 | 466.9 | 443.051388888889 | 400.479166666667 | 42.5722222222222 | 23.8486111111111 | | 266 | 451 | 433.962308429119 | 417.216666666667 | 16.7456417624521 | 17.0376915708812 | | 267 | 422 | 417.217624521073 | 432.45 | -15.2323754789272 | 4.78237547892712 | | 268 | 429.2 | 411.964894636015 | 445.325 | -33.3601053639847 | 17.2351053639846 | | 269 | 425.9 | 407.678256704981 | 456.091666666667 | -48.4134099616858 | 18.2217432950192 | | 270 | 460.7 | 438.04377394636 | 465.058333333333 | -27.0145593869732 | 22.6562260536399 | | 271 | 463.6 | 446.76877394636 | 472.6875 | -25.9187260536398 | 16.8312260536399 | | 272 | 541.4 | 527.124377394636 | 479.525 | 47.599377394636 | 14.275622605364 | | 273 | 544.2 | 540.822078544061 | 486.445833333333 | 54.376245210728 | 3.37792145593875 | | 274 | 517.5 | 523.080699233716 | 492.233333333333 | 30.8473659003831 | -5.58069923371647 | | 275 | 469.4 | 485.691762452107 | 495.8125 | -10.1207375478927 | -16.2917624521073 | | 276 | 439.4 | 465.894061302682 | 497.975 | -32.080938697318 | -26.494061302682 | | 277 | 549 | 541.659722222222 | 499.0875 | 42.5722222222222 | 7.34027777777777 | | 278 | 533 | 516.216475095785 | 499.470833333333 | 16.7456417624521 | 16.7835249042145 | | 279 | 506.1 | 484.250957854406 | 499.483333333333 | -15.2323754789272 | 21.8490421455939 | | 280 | 484 | 466.164894636015 | 499.525 | -33.3601053639847 | 17.8351053639846 | | 281 | 457 | 451.290756704981 | 499.704166666667 | -48.4134099616858 | 5.70924329501918 | | 282 | 481.5 | 472.49377394636 | 499.508333333333 | -27.0145593869732 | 9.00622605363986 | | 283 | 469.5 | 473.114607279693 | 499.033333333333 | -25.9187260536398 | -3.61460727969347 | | 284 | 544.7 | 545.711877394636 | 498.1125 | 47.599377394636 | -1.01187739463592 | | 285 | 541.2 | 550.984578544061 | 496.608333333333 | 54.376245210728 | -9.78457854406116 | | 286 | 521.5 | 525.847365900383 | 495 | 30.8473659003831 | -4.34736590038307 | | 287 | 469.7 | 483.704262452107 | 493.825 | -10.1207375478927 | -14.0042624521073 | | 288 | 434.4 | 459.039894636015 | 491.120833333333 | -32.080938697318 | -24.6398946360153 | | 289 | 542.6 | 528.993055555555 | 486.420833333333 | 42.5722222222222 | 13.6069444444446 | | 290 | 517.3 | 497.537308429119 | 480.791666666667 | 16.7456417624521 | 19.7626915708812 | | 291 | 485.7 | 459.980124521073 | 475.2125 | -15.2323754789272 | 25.7198754789272 | | 292 | 465.8 | 436.560727969349 | 469.920833333333 | -33.3601053639847 | 29.2392720306513 | | 293 | 447 | 416.399090038314 | 464.8125 | -48.4134099616858 | 30.6009099616858 | | 294 | 426.6 | 433.347940613027 | 460.3625 | -27.0145593869732 | -6.74794061302686 | | 295 | 411.6 | 429.760440613027 | 455.679166666667 | -25.9187260536398 | -18.1604406130268 | | 296 | 467.5 | 498.270210727969 | 450.670833333333 | 47.599377394636 | -30.7702107279694 | | 297 | 484.5 | 499.747078544061 | 445.370833333333 | 54.376245210728 | -15.2470785440613 | | 298 | 451.2 | 471.459865900383 | 440.6125 | 30.8473659003831 | -20.2598659003831 | | 299 | 417.4 | 425.491762452107 | 435.6125 | -10.1207375478927 | -8.09176245210728 | | 300 | 379.9 | 399.710727969349 | 431.791666666667 | -32.080938697318 | -19.8107279693486 | | 301 | 484.7 | 473.247222222222 | 430.675 | 42.5722222222222 | 11.4527777777778 | | 302 | 455 | 448.566475095785 | 431.820833333333 | 16.7456417624521 | 6.43352490421461 | | 303 | 420.8 | 419.205124521073 | 434.4375 | -15.2323754789272 | 1.59487547892718 | | 304 | 416.5 | 403.319061302682 | 436.679166666667 | -33.3601053639847 | 13.180938697318 | | 305 | 376.3 | 389.807423371647 | 438.220833333333 | -48.4134099616858 | -13.5074233716475 | | 306 | 405.6 | 413.172940613027 | 440.1875 | -27.0145593869732 | -7.57294061302679 | | 307 | 405.8 | 417.927107279694 | 443.845833333333 | -25.9187260536398 | -12.1271072796935 | | 308 | 500.8 | 496.624377394636 | 449.025 | 47.599377394636 | 4.17562260536403 | | 309 | 514 | 509.180411877395 | 454.804166666667 | 54.376245210728 | 4.81958812260535 | | 310 | 475.5 | 492.793199233716 | 461.945833333333 | 30.8473659003831 | -17.2931992337165 | | 311 | 430.1 | 461.483429118774 | 471.604166666667 | -10.1207375478927 | -31.3834291187739 | | 312 | 414.4 | 451.648227969349 | 483.729166666667 | -32.080938697318 | -37.2482279693486 | | 313 | 538 | 541.622222222222 | 499.05 | 42.5722222222222 | -3.62222222222215 | | 314 | 526 | 537.545641762452 | 520.8 | 16.7456417624521 | -11.5456417624521 | | 315 | 488.5 | 531.988457854406 | 547.220833333333 | -15.2323754789272 | -43.4884578544061 | | 316 | 520.2 | 542.081561302682 | 575.441666666667 | -33.3601053639847 | -21.8815613026819 | | 317 | 504.4 | 556.707423371647 | 605.120833333333 | -48.4134099616858 | -52.3074233716475 | | 318 | 568.5 | 607.264607279693 | 634.279166666667 | -27.0145593869732 | -38.7646072796935 | | 319 | 610.6 | 636.14377394636 | 662.0625 | -25.9187260536398 | -25.5437739463601 | | 320 | 818 | 735.236877394636 | 687.6375 | 47.599377394636 | 82.763122605364 | | 321 | 830.9 | 766.013745210728 | 711.6375 | 54.376245210728 | 64.8862547892722 | | 322 | 835.9 | 763.86403256705 | 733.016666666667 | 30.8473659003831 | 72.0359674329503 | | 323 | 782 | 741.729262452107 | 751.85 | -10.1207375478927 | 40.2707375478928 | | 324 | 762.3 | 735.377394636015 | 767.458333333333 | -32.080938697318 | 26.9226053639849 | | 325 | 856.9 | 821.009722222222 | 778.4375 | 42.5722222222222 | 35.8902777777779 | | 326 | 820.9 | 799.695641762452 | 782.95 | 16.7456417624521 | 21.2043582375479 | | 327 | 769.6 | 766.542624521073 | 781.775 | -15.2323754789272 | 3.0573754789275 | | 328 | 752.2 | 743.789894636015 | 777.15 | -33.3601053639847 | 8.41010536398483 | | 329 | 724.4 | 721.386590038314 | 769.8 | -48.4134099616858 | 3.01340996168585 | | 330 | 723.1 | 733.414607279693 | 760.429166666667 | -27.0145593869732 | -10.3146072796934 | | 331 | 719.5 | 725.20627394636 | 751.125 | -25.9187260536398 | -5.70627394636006 | | 332 | 817.4 | 792.28271072797 | 744.683333333333 | 47.599377394636 | 25.1172892720307 | | 333 | 803.3 | 794.867911877395 | 740.491666666667 | 54.376245210728 | 8.43208812260536 | | 334 | 752.5 | 767.71403256705 | 736.866666666667 | 30.8473659003831 | -15.2140325670498 | | 335 | 689 | 722.966762452107 | 733.0875 | -10.1207375478927 | -33.9667624521073 | | 336 | 630.4 | 698.727394636015 | 730.808333333334 | -32.080938697318 | -68.3273946360155 | | 337 | 765.5 | 772.093055555555 | 729.520833333333 | 42.5722222222222 | -6.59305555555545 | | 338 | 757.7 | 744.187308429119 | 727.441666666666 | 16.7456417624521 | 13.5126915708814 | | 339 | 732.2 | 711.167624521073 | 726.4 | -15.2323754789272 | 21.0323754789274 | | 340 | 702.6 | 693.485727969349 | 726.845833333333 | -33.3601053639847 | 9.11427203065148 | | 341 | 683.3 | 677.219923371647 | 725.633333333333 | -48.4134099616858 | 6.08007662835257 | | 342 | 709.5 | 696.639607279693 | 723.654166666667 | -27.0145593869732 | 12.8603927203067 | | 343 | 702.2 | 696.25627394636 | 722.175 | -25.9187260536398 | 5.94372605363992 | | 344 | 784.8 | 766.282710727969 | 718.683333333333 | 47.599377394636 | 18.5172892720308 | | 345 | 810.9 | 768.055411877394 | 713.679166666666 | 54.376245210728 | 42.8445881226056 | | 346 | 755.6 | 739.718199233716 | 708.870833333333 | 30.8473659003831 | 15.8818007662836 | | 347 | 656.8 | 693.745929118774 | 703.866666666667 | -10.1207375478927 | -36.945929118774 | | 348 | 615.1 | 666.114894636015 | 698.195833333333 | -32.080938697318 | -51.0148946360152 | | 349 | 745.3 | 732.888888888889 | 690.316666666667 | 42.5722222222222 | 12.4111111111112 | | 350 | 694.1 | 698.341475095786 | 681.595833333334 | 16.7456417624521 | -4.24147509578563 | | 351 | 675.7 | 656.692624521073 | 671.925 | -15.2323754789272 | 19.0073754789272 | | 352 | 643.7 | 628.369061302682 | 661.729166666667 | -33.3601053639847 | 15.3309386973181 | | 353 | 622.1 | 605.161590038314 | 653.575 | -48.4134099616858 | 16.9384099616859 | | 354 | 634.6 | 620.002107279693 | 647.016666666667 | -27.0145593869732 | 14.5978927203066 | | 355 | 588 | 613.510440613027 | 639.429166666667 | -25.9187260536398 | -25.5104406130268 | | 356 | 689.7 | 680.236877394636 | 632.6375 | 47.599377394636 | 9.463122605364 | | 357 | 673.9 | 681.476245210728 | 627.1 | 54.376245210728 | -7.57624521072796 | | 358 | 647.9 | 651.83903256705 | 620.991666666667 | 30.8473659003831 | -3.93903256704982 | | 359 | 568.8 | 605.033429118774 | 615.154166666667 | -10.1207375478927 | -36.233429118774 | | 360 | 545.7 | 576.914894636015 | 608.995833333333 | -32.080938697318 | -31.2148946360153 | | 361 | 632.6 | NA | 605.3625 | NA | NA | | 362 | 643.8 | NA | NA | NA | NA | | 363 | 593.1 | NA | NA | NA | NA | | 364 | 579.7 | NA | NA | NA | NA | | 365 | 546 | NA | NA | NA | NA | | 366 | 562.9 | NA | NA | NA | NA | | 367 | 572.5 | NA | NA | NA | NA |
| | | | Charts produced by software: |  | | http://www.freestatistics.org/blog/date/2010/Dec/09/t1291912269kqj8xbtsv09vq9y/19s1s1291912369.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/09/t1291912269kqj8xbtsv09vq9y/19s1s1291912369.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/09/t1291912269kqj8xbtsv09vq9y/29s1s1291912369.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/09/t1291912269kqj8xbtsv09vq9y/29s1s1291912369.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/09/t1291912269kqj8xbtsv09vq9y/32jid1291912369.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/09/t1291912269kqj8xbtsv09vq9y/32jid1291912369.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/09/t1291912269kqj8xbtsv09vq9y/4da0y1291912369.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/09/t1291912269kqj8xbtsv09vq9y/4da0y1291912369.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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