@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/May/25/t1274817441t3gf7esl2uenoou.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},
}
|
Classical Decomposition by Moving Averages | t | Observations | Fit | Trend | Seasonal | Random | 1 | 196.9 | NA | NA | 6.48238811728395 | NA | 2 | 192.1 | NA | NA | -44.0044174382716 | NA | 3 | 201.8 | NA | NA | 6.48713348765431 | NA | 4 | 186.9 | NA | NA | -25.3738618827160 | NA | 5 | 218 | NA | NA | -1.25094521604937 | NA | 6 | 214.4 | NA | NA | -15.2317322530864 | NA | 7 | 227.5 | 240.991878858025 | 217.5 | 23.4918788580247 | -13.4918788580246 | 8 | 204.1 | 245.068730709877 | 221.783333333333 | 23.2853973765432 | -40.9687307098765 | 9 | 225.8 | 231.725327932099 | 225.616666666667 | 6.10866126543208 | -5.92532793209872 | 10 | 223.7 | 244.942920524691 | 230.054166666667 | 14.8887538580247 | -21.2429205246914 | 11 | 244.7 | 225.228337191358 | 233.65 | -8.42166280864198 | 19.4716628086420 | 12 | 243.9 | 249.700906635802 | 236.1625 | 13.5384066358025 | -5.80090663580245 | 13 | 257.3 | 245.390721450617 | 238.908333333333 | 6.48238811728395 | 11.9092785493828 | 14 | 234.5 | 199.108082561728 | 243.1125 | -44.0044174382716 | 35.3919174382717 | 15 | 251.4 | 253.766300154321 | 247.279166666667 | 6.48713348765431 | -2.36630015432092 | 16 | 243.8 | 224.930304783951 | 250.304166666667 | -25.3738618827160 | 18.8696952160494 | 17 | 247.4 | 250.665721450617 | 251.916666666667 | -1.25094521604937 | -3.26572145061724 | 18 | 245.3 | 236.918267746914 | 252.15 | -15.2317322530864 | 8.38173225308645 | 19 | 262.5 | 276.321045524691 | 252.829166666667 | 23.4918788580247 | -13.8210455246913 | 20 | 270 | 276.431230709877 | 253.145833333333 | 23.2853973765432 | -6.43123070987653 | 21 | 259.9 | 259.654494598765 | 253.545833333333 | 6.10866126543208 | 0.245505401234567 | 22 | 262.2 | 269.342920524691 | 254.454166666667 | 14.8887538580247 | -7.14292052469136 | 23 | 244.9 | 247.574170524691 | 255.995833333333 | -8.42166280864198 | -2.67417052469131 | 24 | 249.3 | 271.380073302469 | 257.841666666667 | 13.5384066358025 | -22.0800733024691 | 25 | 268.2 | 265.540721450617 | 259.058333333333 | 6.48238811728395 | 2.65927854938269 | 26 | 231.2 | 215.691415895062 | 259.695833333333 | -44.0044174382716 | 15.5085841049383 | 27 | 264.3 | 266.641300154321 | 260.154166666667 | 6.48713348765431 | -2.34130015432095 | 28 | 252.7 | 235.484471450617 | 260.858333333333 | -25.3738618827160 | 17.2155285493827 | 29 | 275.5 | 260.899054783951 | 262.15 | -1.25094521604937 | 14.6009452160494 | 30 | 261.5 | 248.939101080247 | 264.170833333333 | -15.2317322530864 | 12.5608989197531 | 31 | 275.5 | 288.916878858025 | 265.425 | 23.4918788580247 | -13.4168788580247 | 32 | 272.3 | 289.618730709877 | 266.333333333333 | 23.2853973765432 | -17.3187307098765 | 33 | 268.6 | 273.796161265432 | 267.6875 | 6.10866126543208 | -5.19616126543207 | 34 | 270.4 | 283.947087191358 | 269.058333333333 | 14.8887538580247 | -13.547087191358 | 35 | 267.7 | 262.099170524691 | 270.520833333333 | -8.42166280864198 | 5.60082947530861 | 36 | 275 | 286.292573302469 | 272.754166666667 | 13.5384066358025 | -11.2925733024691 | 37 | 272.6 | 281.636554783951 | 275.154166666667 | 6.48238811728395 | -9.03655478395063 | 38 | 248.6 | 232.812249228395 | 276.816666666667 | -44.0044174382716 | 15.7877507716049 | 39 | 279.4 | 284.670466820988 | 278.183333333333 | 6.48713348765431 | -5.27046682098768 | 40 | 270.5 | 255.167804783951 | 280.541666666667 | -25.3738618827160 | 15.3321952160494 | 41 | 292.8 | 282.536554783951 | 283.7875 | -1.25094521604937 | 10.2634452160494 | 42 | 297.8 | 271.13493441358 | 286.366666666667 | -15.2317322530864 | 26.6650655864198 | 43 | 296.8 | 311.675212191358 | 288.183333333333 | 23.4918788580247 | -14.875212191358 | 44 | 290.9 | 313.47706404321 | 290.191666666667 | 23.2853973765432 | -22.5770640432099 | 45 | 282.8 | 298.541994598765 | 292.433333333333 | 6.10866126543208 | -15.7419945987654 | 46 | 312.8 | 309.463753858025 | 294.575 | 14.8887538580247 | 3.33624614197538 | 47 | 303.2 | 288.465837191358 | 296.8875 | -8.42166280864198 | 14.734162808642 | 48 | 301.4 | 312.092573302469 | 298.554166666667 | 13.5384066358025 | -10.6925733024692 | 49 | 289.8 | 306.349054783951 | 299.866666666667 | 6.48238811728395 | -16.5490547839506 | 50 | 279.6 | 258.612249228395 | 302.616666666667 | -44.0044174382716 | 20.9877507716050 | 51 | 302.2 | 312.453800154321 | 305.966666666667 | 6.48713348765431 | -10.2538001543210 | 52 | 299.1 | 282.309471450617 | 307.683333333333 | -25.3738618827160 | 16.7905285493827 | 53 | 319.7 | 307.419888117284 | 308.670833333333 | -1.25094521604937 | 12.2801118827161 | 54 | 310.9 | 295.79743441358 | 311.029166666667 | -15.2317322530864 | 15.1025655864198 | 55 | 315.2 | 335.058545524691 | 311.566666666667 | 23.4918788580247 | -19.8585455246914 | 56 | 338.5 | 333.97706404321 | 310.691666666667 | 23.2853973765432 | 4.52293595679015 | 57 | 315.6 | 318.329494598765 | 312.220833333333 | 6.10866126543208 | -2.72949459876543 | 58 | 321.2 | 329.488753858025 | 314.6 | 14.8887538580247 | -8.28875385802473 | 59 | 318.5 | 308.124170524691 | 316.545833333333 | -8.42166280864198 | 10.3758294753086 | 60 | 342.7 | 331.959239969136 | 318.420833333333 | 13.5384066358025 | 10.7407600308642 | 61 | 261.4 | 327.790721450617 | 321.308333333333 | 6.48238811728395 | -66.3907214506173 | 62 | 287 | 279.353915895062 | 323.358333333333 | -44.0044174382716 | 7.64608410493827 | 63 | 331.5 | 331.349633487654 | 324.8625 | 6.48713348765431 | 0.150366512345727 | 64 | 326.9 | 301.696971450617 | 327.070833333333 | -25.3738618827160 | 25.2030285493827 | 65 | 338.6 | 326.728221450617 | 327.979166666667 | -1.25094521604937 | 11.8717785493828 | 66 | 337 | 313.193267746914 | 328.425 | -15.2317322530864 | 23.8067322530864 | 67 | 358.4 | 355.900212191358 | 332.408333333333 | 23.4918788580247 | 2.49978780864194 | 68 | 344.5 | 360.31456404321 | 337.029166666667 | 23.2853973765432 | -15.8145640432098 | 69 | 345.7 | 345.141994598765 | 339.033333333333 | 6.10866126543208 | 0.558005401234595 | 70 | 344.1 | 356.226253858025 | 341.3375 | 14.8887538580247 | -12.1262538580247 | 71 | 317.4 | 335.482503858025 | 343.904166666667 | -8.42166280864198 | -18.0825038580247 | 72 | 354.5 | 358.392573302469 | 344.854166666667 | 13.5384066358025 | -3.89257330246909 | 73 | 345.2 | 351.382388117284 | 344.9 | 6.48238811728395 | -6.18238811728389 | 74 | 314.1 | 301.737249228395 | 345.741666666667 | -44.0044174382716 | 12.3627507716049 | 75 | 352.5 | 352.832966820988 | 346.345833333333 | 6.48713348765431 | -0.332966820987622 | 76 | 361.2 | 321.917804783951 | 347.291666666667 | -25.3738618827160 | 39.2821952160493 | 77 | 365.9 | 349.190721450617 | 350.441666666667 | -1.25094521604937 | 16.7092785493826 | 78 | 332.5 | 337.63493441358 | 352.866666666667 | -15.2317322530864 | -5.13493441358025 | 79 | 364 | 377.475212191358 | 353.983333333333 | 23.4918788580247 | -13.4752121913581 | 80 | 359.1 | 379.085397376543 | 355.8 | 23.2853973765432 | -19.9853973765432 | 81 | 345.6 | 363.500327932099 | 357.391666666667 | 6.10866126543208 | -17.9003279320988 | 82 | 366.9 | 373.488753858025 | 358.6 | 14.8887538580247 | -6.58875385802469 | 83 | 370.2 | 351.486670524691 | 359.908333333333 | -8.42166280864198 | 18.7133294753087 | 84 | 359.9 | 375.313406635802 | 361.775 | 13.5384066358025 | -15.4134066358025 | 85 | 366.6 | 371.178221450617 | 364.695833333333 | 6.48238811728395 | -4.57822145061732 | 86 | 336.3 | 325.603915895062 | 369.608333333333 | -44.0044174382716 | 10.6960841049383 | 87 | 368.5 | 381.649633487654 | 375.1625 | 6.48713348765431 | -13.1496334876543 | 88 | 374.2 | 353.326138117284 | 378.7 | -25.3738618827160 | 20.8738618827160 | 89 | 384.3 | 380.169888117284 | 381.420833333333 | -1.25094521604937 | 4.13011188271611 | 90 | 358.9 | 370.193267746914 | 385.425 | -15.2317322530864 | -11.2932677469136 | 91 | 407.7 | 413.262712191358 | 389.770833333333 | 23.4918788580247 | -5.56271219135795 | 92 | 433.3 | 417.87706404321 | 394.591666666667 | 23.2853973765432 | 15.4229359567902 | 93 | 404.7 | 405.737827932099 | 399.629166666667 | 6.10866126543208 | -1.03782793209871 | 94 | 392.7 | 416.655420524691 | 401.766666666667 | 14.8887538580247 | -23.9554205246913 | 95 | 409.7 | 394.128337191358 | 402.55 | -8.42166280864198 | 15.5716628086421 | 96 | 416.5 | 419.492573302469 | 405.954166666667 | 13.5384066358025 | -2.99257330246911 | 97 | 414.3 | 416.269888117284 | 409.7875 | 6.48238811728395 | -1.96988811728392 | 98 | 404.3 | 367.720582561728 | 411.725 | -44.0044174382716 | 36.5794174382717 | 99 | 421.4 | 420.582966820988 | 414.095833333333 | 6.48713348765431 | 0.817033179012412 | 100 | 372.6 | 391.313638117284 | 416.6875 | -25.3738618827160 | -18.7136381172839 | 101 | 404.7 | 416.765721450617 | 418.016666666667 | -1.25094521604937 | -12.0657214506172 | 102 | 420.2 | 404.30993441358 | 419.541666666667 | -15.2317322530864 | 15.8900655864197 | 103 | 438.4 | 445.133545524691 | 421.641666666667 | 23.4918788580247 | -6.73354552469141 | 104 | 449.1 | 445.543730709877 | 422.258333333333 | 23.2853973765432 | 3.55626929012351 | 105 | 445.8 | 427.766994598765 | 421.658333333333 | 6.10866126543208 | 18.0330054012346 | 106 | 413.8 | 437.617920524691 | 422.729166666667 | 14.8887538580247 | -23.8179205246913 | 107 | 420.5 | 416.395003858025 | 424.816666666667 | -8.42166280864198 | 4.10499614197533 | 108 | 442.3 | 439.684239969136 | 426.145833333333 | 13.5384066358025 | 2.61576003086418 | 109 | 438.9 | 435.036554783951 | 428.554166666667 | 6.48238811728395 | 3.86344521604934 | 110 | 394.5 | 388.270582561728 | 432.275 | -44.0044174382716 | 6.22941743827164 | 111 | 416.8 | 442.682966820988 | 436.195833333333 | 6.48713348765431 | -25.8829668209876 | 112 | 402.9 | 415.346971450617 | 440.720833333333 | -25.3738618827160 | -12.4469714506174 | 113 | 424.5 | 444.836554783951 | 446.0875 | -1.25094521604937 | -20.3365547839506 | 114 | 432.3 | 436.743267746914 | 451.975 | -15.2317322530864 | -4.44326774691359 | 115 | 484.1 | 480.221045524691 | 456.729166666667 | 23.4918788580247 | 3.87895447530866 | 116 | 492.7 | 482.385397376543 | 459.1 | 23.2853973765432 | 10.3146026234568 | 117 | 496.3 | 467.087827932099 | 460.979166666667 | 6.10866126543208 | 29.2121720679012 | 118 | 471.9 | 478.363753858025 | 463.475 | 14.8887538580247 | -6.46375385802475 | 119 | 491.2 | 459.324170524691 | 467.745833333333 | -8.42166280864198 | 31.8758294753087 | 120 | 512.9 | 487.080073302469 | 473.541666666667 | 13.5384066358025 | 25.8199266975308 | 121 | 482.4 | 484.099054783951 | 477.616666666667 | 6.48238811728395 | -1.69905478395066 | 122 | 407.9 | 434.778915895062 | 478.783333333333 | -44.0044174382716 | -26.8789158950617 | 123 | 448.5 | 485.737133487654 | 479.25 | 6.48713348765431 | -37.2371334876543 | 124 | 431.1 | 457.809471450617 | 483.183333333333 | -25.3738618827160 | -26.7094714506173 | 125 | 498.8 | 486.911554783951 | 488.1625 | -1.25094521604937 | 11.8884452160494 | 126 | 497.1 | 475.118267746914 | 490.35 | -15.2317322530864 | 21.9817322530865 | 127 | 517.1 | 515.696045524691 | 492.204166666667 | 23.4918788580247 | 1.40395447530864 | 128 | 487.7 | 519.08956404321 | 495.804166666667 | 23.2853973765432 | -31.3895640432099 | 129 | 512.5 | 507.491994598765 | 501.383333333333 | 6.10866126543208 | 5.00800540123453 | 130 | 550.1 | 521.151253858025 | 506.2625 | 14.8887538580247 | 28.9487461419754 | 131 | 532.5 | 501.895003858025 | 510.316666666667 | -8.42166280864198 | 30.6049961419753 | 132 | 524.1 | 528.038406635802 | 514.5 | 13.5384066358025 | -3.93840663580232 | 133 | 515.7 | 523.240721450617 | 516.758333333333 | 6.48238811728395 | -7.54072145061713 | 134 | 461 | 475.820582561728 | 519.825 | -44.0044174382716 | -14.8205825617284 | 135 | 529.3 | 530.216300154321 | 523.729166666667 | 6.48713348765431 | -0.916300154320993 | 136 | 467.4 | 499.226138117284 | 524.6 | -25.3738618827160 | -31.826138117284 | 137 | 559.8 | 520.694888117284 | 521.945833333333 | -1.25094521604937 | 39.1051118827160 | 138 | 536.5 | 505.764101080247 | 520.995833333333 | -15.2317322530864 | 30.7358989197531 | 139 | 531.9 | 546.325212191358 | 522.833333333333 | 23.4918788580247 | -14.4252121913580 | 140 | 546.5 | 547.797897376543 | 524.5125 | 23.2853973765432 | -1.29789737654323 | 141 | 547.4 | 532.646161265432 | 526.5375 | 6.10866126543208 | 14.7538387345680 | 142 | 536.1 | 545.388753858025 | 530.5 | 14.8887538580247 | -9.28875385802462 | 143 | 482.8 | 524.903337191358 | 533.325 | -8.42166280864198 | -42.103337191358 | 144 | 551 | 545.742573302469 | 532.204166666667 | 13.5384066358025 | 5.25742669753083 | 145 | 532.9 | 536.432388117284 | 529.95 | 6.48238811728395 | -3.53238811728397 | 146 | 484.1 | 485.241415895062 | 529.245833333333 | -44.0044174382716 | -1.14141589506175 | 147 | 554.8 | 536.141300154321 | 529.654166666667 | 6.48713348765431 | 18.6586998456791 | 148 | 537 | 505.776138117284 | 531.15 | -25.3738618827160 | 31.2238618827159 | 149 | 558 | 533.965721450617 | 535.216666666667 | -1.25094521604937 | 24.0342785493827 | 150 | 511.4 | 524.501601080247 | 539.733333333333 | -15.2317322530864 | -13.1016010802470 | 151 | 502.9 | 567.587712191358 | 544.095833333333 | 23.4918788580247 | -64.6877121913581 | 152 | 558.6 | 571.381230709876 | 548.095833333333 | 23.2853973765432 | -12.7812307098765 | 153 | 545.1 | 558.537827932099 | 552.429166666667 | 6.10866126543208 | -13.4378279320987 | 154 | 574.3 | 571.801253858025 | 556.9125 | 14.8887538580247 | 2.49874614197518 | 155 | 542.2 | 550.286670524691 | 558.708333333333 | -8.42166280864198 | -8.08667052469139 | 156 | 600 | 574.705073302469 | 561.166666666667 | 13.5384066358025 | 25.2949266975309 | 157 | 588.6 | 574.082388117284 | 567.6 | 6.48238811728395 | 14.5176118827161 | 158 | 524.4 | 529.333082561728 | 573.3375 | -44.0044174382716 | -4.93308256172838 | 159 | 618.5 | 582.195466820988 | 575.708333333333 | 6.48713348765431 | 36.3045331790123 | 160 | 580.9 | 552.017804783951 | 577.391666666667 | -25.3738618827160 | 28.8821952160494 | 161 | 557.2 | 579.699054783951 | 580.95 | -1.25094521604937 | -22.4990547839507 | 162 | 571.2 | 568.82243441358 | 584.054166666667 | -15.2317322530864 | 2.37756558641979 | 163 | 597.5 | 607.762712191358 | 584.270833333333 | 23.4918788580247 | -10.2627121913581 | 164 | 601.7 | 605.931230709877 | 582.645833333333 | 23.2853973765432 | -4.23123070987651 | 165 | 558.9 | 583.746161265432 | 577.6375 | 6.10866126543208 | -24.8461612654321 | 166 | 600.9 | 586.255420524691 | 571.366666666667 | 14.8887538580247 | 14.6445794753088 | 167 | 601 | 562.490837191358 | 570.9125 | -8.42166280864198 | 38.5091628086419 | 168 | 615.7 | 586.580073302469 | 573.041666666667 | 13.5384066358025 | 29.119926697531 | 169 | 578.1 | 580.165721450617 | 573.683333333333 | 6.48238811728395 | -2.06572145061716 | 170 | 495.9 | 529.312249228395 | 573.316666666667 | -44.0044174382716 | -33.412249228395 | 171 | 526.8 | 579.187133487654 | 572.7 | 6.48713348765431 | -52.3871334876544 | 172 | 522.1 | 547.159471450617 | 572.533333333333 | -25.3738618827160 | -25.0594714506173 | 173 | 605.1 | 569.628221450617 | 570.879166666667 | -1.25094521604937 | 35.4717785493827 | 174 | 574.4 | 553.818267746914 | 569.05 | -15.2317322530864 | 20.5817322530864 | 175 | 609.7 | 591.491878858025 | 568 | 23.4918788580247 | 18.2081211419753 | 176 | 580.7 | 589.668730709877 | 566.383333333333 | 23.2853973765432 | -8.96873070987647 | 177 | 565.1 | 573.912827932099 | 567.804166666667 | 6.10866126543208 | -8.81282793209868 | 178 | 590.7 | 587.667920524691 | 572.779166666667 | 14.8887538580247 | 3.03207947530859 | 179 | 571.5 | 562.474170524691 | 570.895833333333 | -8.42166280864198 | 9.02582947530868 | 180 | 601.3 | 579.925906635802 | 566.3875 | 13.5384066358025 | 21.3740933641975 | 181 | 567.3 | 572.894888117284 | 566.4125 | 6.48238811728395 | -5.59488811728397 | 182 | 467.9 | 522.899749228395 | 566.904166666667 | -44.0044174382716 | -54.9997492283951 | 183 | 588.9 | 574.053800154321 | 567.566666666667 | 6.48713348765431 | 14.8461998456791 | 184 | 579.4 | 543.009471450617 | 568.383333333333 | -25.3738618827160 | 36.3905285493828 | 185 | 502.6 | 567.378221450617 | 568.629166666667 | -1.25094521604937 | -64.7782214506172 | 186 | 568.7 | 549.705767746914 | 564.9375 | -15.2317322530864 | 18.9942322530865 | 187 | 616 | 581.796045524691 | 558.304166666667 | 23.4918788580247 | 34.2039544753087 | 188 | 586.2 | 579.71456404321 | 556.429166666667 | 23.2853973765432 | 6.4854359567903 | 189 | 575.5 | 561.283661265432 | 555.175 | 6.10866126543208 | 14.216338734568 | 190 | 599.9 | 563.951253858025 | 549.0625 | 14.8887538580247 | 35.9487461419754 | 191 | 568.2 | 538.678337191358 | 547.1 | -8.42166280864198 | 29.5216628086420 | 192 | 516 | 559.084239969136 | 545.545833333333 | 13.5384066358025 | -43.0842399691358 | 193 | 493.4 | 546.228221450617 | 539.745833333333 | 6.48238811728395 | -52.8282214506173 | 194 | 496.8 | 494.833082561728 | 538.8375 | -44.0044174382716 | 1.96691743827159 | 195 | 529.9 | 548.199633487654 | 541.7125 | 6.48713348765431 | -18.2996334876543 | 196 | 491.7 | 519.45530478395 | 544.829166666667 | -25.3738618827160 | -27.7553047839505 | 197 | 543.2 | 548.674054783951 | 549.925 | -1.25094521604937 | -5.47405478395046 | 198 | 490.8 | 541.893267746913 | 557.125 | -15.2317322530864 | -51.0932677469135 | 199 | 554.7 | 589.062712191358 | 565.570833333333 | 23.4918788580247 | -34.3627121913579 | 200 | 625.7 | 595.518730709877 | 572.233333333333 | 23.2853973765432 | 30.1812692901235 | 201 | 605 | 584.950327932099 | 578.841666666667 | 6.10866126543208 | 20.0496720679013 | 202 | 645.2 | 603.380420524691 | 588.491666666667 | 14.8887538580247 | 41.8195794753087 | 203 | 645.2 | 589.499170524691 | 597.920833333333 | -8.42166280864198 | 55.7008294753088 | 204 | 611.8 | 615.425906635803 | 601.8875 | 13.5384066358025 | -3.62590663580261 | 205 | 600.3 | 613.77405478395 | 607.291666666667 | 6.48238811728395 | -13.4740547839505 | 206 | 549.8 | 571.666415895062 | 615.670833333333 | -44.0044174382716 | -21.8664158950617 | 207 | 635.5 | 627.932966820988 | 621.445833333333 | 6.48713348765431 | 7.56703317901236 | 208 | 617.7 | 601.563638117284 | 626.9375 | -25.3738618827160 | 16.1363618827161 | 209 | 643.5 | 629.140721450617 | 630.391666666667 | -1.25094521604937 | 14.3592785493827 | 210 | 485.7 | 620.551601080247 | 635.783333333333 | -15.2317322530864 | -134.851601080247 | 211 | 689.5 | 667.421045524692 | 643.929166666667 | 23.4918788580247 | 22.0789544753085 | 212 | 692 | 674.718730709877 | 651.433333333333 | 23.2853973765432 | 17.2812692901234 | 213 | 677.3 | 662.971161265432 | 656.8625 | 6.10866126543208 | 14.3288387345680 | 214 | 704.7 | 669.672087191358 | 654.783333333333 | 14.8887538580247 | 35.027912808642 | 215 | 668.6 | 638.232503858025 | 646.654166666667 | -8.42166280864198 | 30.3674961419752 | 216 | 717.8 | 657.525906635803 | 643.9875 | 13.5384066358025 | 60.2740933641974 | 217 | 689.8 | 650.78655478395 | 644.304166666667 | 6.48238811728395 | 39.0134452160495 | 218 | 640.4 | 597.162249228395 | 641.166666666667 | -44.0044174382716 | 43.237750771605 | 219 | 675.2 | 643.695466820988 | 637.208333333333 | 6.48713348765431 | 31.5045331790124 | 220 | 528.1 | 611.421971450617 | 636.795833333333 | -25.3738618827160 | -83.3219714506173 | 221 | 538 | 639.815721450617 | 641.066666666667 | -1.25094521604937 | -101.815721450617 | 222 | 527.2 | 629.64743441358 | 644.879166666667 | -15.2317322530864 | -102.44743441358 | 223 | 655.6 | 669.279378858025 | 645.7875 | 23.4918788580247 | -13.6793788580247 | 224 | 650.6 | 669.41456404321 | 646.129166666667 | 23.2853973765432 | -18.8145640432098 | 225 | 623.7 | 653.729494598765 | 647.620833333333 | 6.10866126543208 | -30.0294945987653 | 226 | 748.4 | 667.859587191358 | 652.970833333334 | 14.8887538580247 | 80.5404128086418 | 227 | 727.4 | 654.445003858025 | 662.866666666667 | -8.42166280864198 | 72.9549961419752 | 228 | 750.5 | 683.550906635803 | 670.0125 | 13.5384066358025 | 66.9490933641974 | 229 | 678.9 | 675.769888117284 | 669.2875 | 6.48238811728395 | 3.13011188271594 | 230 | 659.5 | 626.162249228395 | 670.166666666667 | -44.0044174382716 | 33.337750771605 | 231 | 691.9 | 683.178800154321 | 676.691666666667 | 6.48713348765431 | 8.72119984567905 | 232 | 639.8 | 647.701138117284 | 673.075 | -25.3738618827160 | -7.90113811728384 | 233 | 663.8 | 662.503221450617 | 663.754166666667 | -1.25094521604937 | 1.29677854938268 | 234 | 572.9 | 642.114101080247 | 657.345833333333 | -15.2317322530864 | -69.214101080247 | 235 | 592.5 | 676.833545524691 | 653.341666666667 | 23.4918788580247 | -84.3335455246914 | 236 | 734.8 | 673.185397376543 | 649.9 | 23.2853973765432 | 61.6146026234568 | 237 | 696.1 | 653.416994598765 | 647.308333333333 | 6.10866126543208 | 42.6830054012346 | 238 | 589.2 | 662.397087191358 | 647.508333333333 | 14.8887538580247 | -73.1970871913582 | 239 | 662.9 | 641.615837191358 | 650.0375 | -8.42166280864198 | 21.2841628086419 | 240 | 661.2 | 670.721739969136 | 657.183333333333 | 13.5384066358025 | -9.52173996913587 | 241 | 672.1 | 672.207388117284 | 665.725 | 6.48238811728395 | -0.107388117283904 | 242 | 583.7 | 621.816415895062 | 665.820833333333 | -44.0044174382716 | -38.1164158950617 | 243 | 705.5 | 665.382966820988 | 658.895833333333 | 6.48713348765431 | 40.1170331790123 | 244 | 631 | 632.709471450617 | 658.083333333333 | -25.3738618827160 | -1.70947145061734 | 245 | 733.3 | 654.215721450617 | 655.466666666667 | -1.25094521604937 | 79.0842785493826 | 246 | 674.9 | 634.14743441358 | 649.379166666667 | -15.2317322530864 | 40.7525655864198 | 247 | 695.5 | 671.616878858025 | 648.125 | 23.4918788580247 | 23.8831211419753 | 248 | 634.1 | 670.956230709876 | 647.670833333333 | 23.2853973765432 | -36.8562307098764 | 249 | 630.6 | 647.133661265432 | 641.025 | 6.10866126543208 | -16.5336612654321 | 250 | 635.2 | 650.280420524691 | 635.391666666667 | 14.8887538580247 | -15.0804205246912 | 251 | 554.1 | 623.790837191358 | 632.2125 | -8.42166280864198 | -69.6908371913581 | 252 | 623.9 | 639.305073302469 | 625.766666666667 | 13.5384066358025 | -15.4050733024692 | 253 | 679.3 | 624.740721450617 | 618.258333333333 | 6.48238811728395 | 54.5592785493827 | 254 | 565.6 | 569.133082561728 | 613.1375 | -44.0044174382716 | -3.53308256172841 | 255 | 564.1 | 618.416300154321 | 611.929166666667 | 6.48713348765431 | -54.316300154321 | 256 | 637.2 | 586.080304783951 | 611.454166666667 | -25.3738618827160 | 51.1196952160494 | 257 | 650.8 | 610.474054783951 | 611.725 | -1.25094521604937 | 40.3259452160493 | 258 | 602.7 | 595.405767746914 | 610.6375 | -15.2317322530864 | 7.29423225308642 | 259 | 587.5 | 632.441878858025 | 608.95 | 23.4918788580247 | -44.9418788580248 | 260 | 619.2 | 633.36456404321 | 610.079166666667 | 23.2853973765432 | -14.1645640432099 | 261 | 616.5 | 622.358661265432 | 616.25 | 6.10866126543208 | -5.85866126543203 | 262 | 637.9 | 633.080420524691 | 618.191666666667 | 14.8887538580247 | 4.81957947530873 | 263 | 557.9 | 609.411670524691 | 617.833333333333 | -8.42166280864198 | -51.5116705246915 | 264 | 594 | 637.463406635802 | 623.925 | 13.5384066358025 | -43.4634066358025 | 265 | 668.7 | 635.865721450617 | 629.383333333333 | 6.48238811728395 | 32.8342785493828 | 266 | 603.3 | 584.191415895062 | 628.195833333333 | -44.0044174382716 | 19.1085841049382 | 267 | 674.5 | 630.820466820988 | 624.333333333333 | 6.48713348765431 | 43.6795331790124 | 268 | 573.4 | 598.880304783951 | 624.254166666667 | -25.3738618827160 | -25.4803047839507 | 269 | 706 | 625.57405478395 | 626.825 | -1.25094521604937 | 80.4259452160495 | 270 | 693.7 | 615.193267746914 | 630.425 | -15.2317322530864 | 78.5067322530864 | 271 | 627.5 | 655.662712191358 | 632.170833333333 | 23.4918788580247 | -28.1627121913580 | 272 | 550.7 | 654.935397376543 | 631.65 | 23.2853973765432 | -104.235397376543 | 273 | 592.3 | 635.946161265432 | 629.8375 | 6.10866126543208 | -43.6461612654321 | 274 | 660.2 | 647.055420524691 | 632.166666666667 | 14.8887538580247 | 13.1445794753087 | 275 | 597.3 | 626.136670524691 | 634.558333333333 | -8.42166280864198 | -28.8366705246914 | 276 | 641 | 644.292573302469 | 630.754166666667 | 13.5384066358025 | -3.29257330246912 | 277 | 663.6 | 637.29905478395 | 630.816666666667 | 6.48238811728395 | 26.3009452160495 | 278 | 595.9 | 595.699749228395 | 639.704166666667 | -44.0044174382716 | 0.200250771604942 | 279 | 638.4 | 657.341300154321 | 650.854166666667 | 6.48713348765431 | -18.9413001543210 | 280 | 665.4 | 633.259471450617 | 658.633333333333 | -25.3738618827160 | 32.1405285493829 | 281 | 671.4 | 663.678221450617 | 664.929166666667 | -1.25094521604937 | 7.72177854938275 | 282 | 637 | 657.38493441358 | 672.616666666667 | -15.2317322530864 | -20.3849344135801 | 283 | 685.7 | 704.750212191358 | 681.258333333333 | 23.4918788580247 | -19.050212191358 | 284 | 705.8 | 711.28956404321 | 688.004166666667 | 23.2853973765432 | -5.48956404320995 | 285 | 704.8 | 696.246161265432 | 690.1375 | 6.10866126543208 | 8.55383873456788 | 286 | 734.4 | 698.884587191358 | 683.995833333333 | 14.8887538580247 | 35.5154128086419 | 287 | 674.2 | 662.257503858025 | 670.679166666667 | -8.42166280864198 | 11.9424961419753 | 288 | 748.6 | 674.025906635802 | 660.4875 | 13.5384066358025 | 74.5740933641977 | 289 | 763.4 | 666.486554783951 | 660.004166666667 | 6.48238811728395 | 96.9134452160494 | 290 | 658 | 617.224749228395 | 661.229166666667 | -44.0044174382716 | 40.775250771605 | 291 | 627.5 | 663.062133487654 | 656.575 | 6.48713348765431 | -35.5621334876544 | 292 | 528.9 | 623.030304783951 | 648.404166666667 | -25.3738618827160 | -94.1303047839506 | 293 | 488.3 | 641.136554783951 | 642.3875 | -1.25094521604937 | -152.836554783951 | 294 | 575.5 | 621.50993441358 | 636.741666666667 | -15.2317322530864 | -46.0099344135803 | 295 | 735.6 | 654.771045524691 | 631.279166666667 | 23.4918788580247 | 80.8289544753087 | 296 | 685.3 | 652.11456404321 | 628.829166666667 | 23.2853973765432 | 33.1854359567902 | 297 | 613.6 | 636.583661265432 | 630.475 | 6.10866126543208 | -22.9836612654320 | 298 | 629.5 | 654.138753858025 | 639.25 | 14.8887538580247 | -24.6387538580249 | 299 | 634.7 | 644.765837191358 | 653.1875 | -8.42166280864198 | -10.0658371913579 | 300 | 652.6 | 675.359239969136 | 661.820833333333 | 13.5384066358025 | -22.7592399691357 | 301 | 728.3 | 668.17405478395 | 661.691666666667 | 6.48238811728395 | 60.1259452160494 | 302 | 634.3 | 618.824749228395 | 662.829166666667 | -44.0044174382716 | 15.4752507716048 | 303 | 690.7 | 668.537133487654 | 662.05 | 6.48713348765431 | 22.1628665123457 | 304 | 676.3 | 631.188638117284 | 656.5625 | -25.3738618827160 | 45.111361882716 | 305 | 675.4 | 647.511554783951 | 648.7625 | -1.25094521604937 | 27.8884452160493 | 306 | 595.6 | 624.643267746914 | 639.875 | -15.2317322530864 | -29.0432677469137 | 307 | 712.4 | 655.608545524691 | 632.116666666667 | 23.4918788580247 | 56.7914544753087 | 308 | 735.8 | 645.60206404321 | 622.316666666667 | 23.2853973765432 | 90.19793595679 | 309 | 544.4 | 621.450327932099 | 615.341666666667 | 6.10866126543208 | -77.0503279320988 | 310 | 567 | 625.859587191358 | 610.970833333333 | 14.8887538580247 | -58.8595871913581 | 311 | 510 | 598.578337191358 | 607 | -8.42166280864198 | -88.578337191358 | 312 | 564 | 619.530073302469 | 605.991666666667 | 13.5384066358025 | -55.5300733024693 | 313 | 630.7 | 607.878221450617 | 601.395833333333 | 6.48238811728395 | 22.8217785493829 | 314 | 496.7 | 545.666415895062 | 589.670833333333 | -44.0044174382716 | -48.9664158950617 | 315 | 660.9 | 581.524633487654 | 575.0375 | 6.48713348765431 | 79.3753665123457 | 316 | 601.2 | 534.184471450617 | 559.558333333333 | -25.3738618827160 | 67.0155285493828 | 317 | 655.2 | 546.161554783951 | 547.4125 | -1.25094521604937 | 109.038445216049 | 318 | 591.6 | 521.92243441358 | 537.154166666667 | -15.2317322530864 | 69.6775655864197 | 319 | 606.1 | 544.321045524691 | 520.829166666667 | 23.4918788580247 | 61.7789544753086 | 320 | 560.7 | 529.981230709877 | 506.695833333333 | 23.2853973765432 | 30.7187692901235 | 321 | 368.3 | 499.112827932099 | 493.004166666667 | 6.10866126543208 | -130.812827932099 | 322 | 371.6 | 489.697087191358 | 474.808333333333 | 14.8887538580247 | -118.097087191358 | 323 | 413.9 | 450.186670524691 | 458.608333333333 | -8.42166280864198 | -36.2866705246914 | 324 | 413.9 | 460.113406635802 | 446.575 | 13.5384066358025 | -46.2134066358025 | 325 | 389 | 445.278221450617 | 438.795833333333 | 6.48238811728395 | -56.2782214506173 | 326 | 399.2 | 384.549749228395 | 428.554166666667 | -44.0044174382716 | 14.6502507716049 | 327 | 429.8 | 434.124633487654 | 427.6375 | 6.48713348765431 | -4.32463348765441 | 328 | 395.6 | 414.601138117284 | 439.975 | -25.3738618827160 | -19.0011381172839 | 329 | 472 | 448.369888117284 | 449.620833333333 | -1.25094521604937 | 23.6301118827161 | 330 | 486 | 441.939101080247 | 457.170833333333 | -15.2317322530864 | 44.0608989197531 | 331 | 525 | 490.625212191358 | 467.133333333333 | 23.4918788580247 | 34.3747878086421 | 332 | 396 | 499.20206404321 | 475.916666666667 | 23.2853973765432 | -103.202064043210 | 333 | 511 | 489.691994598765 | 483.583333333333 | 6.10866126543208 | 21.3080054012347 | 334 | 525 | 506.038753858025 | 491.15 | 14.8887538580247 | 18.9612461419753 | 335 | 492 | 488.703337191358 | 497.125 | -8.42166280864198 | 3.296662808642 | 336 | 517 | 515.538406635802 | 502 | 13.5384066358025 | 1.46159336419760 | 337 | 525 | 512.065721450617 | 505.583333333333 | 6.48238811728395 | 12.9342785493828 | 338 | 474 | 469.037249228395 | 513.041666666667 | -44.0044174382716 | 4.96275077160499 | 339 | 539 | 526.278800154321 | 519.791666666667 | 6.48713348765431 | 12.7211998456791 | 340 | 468 | 496.251138117284 | 521.625 | -25.3738618827160 | -28.251138117284 | 341 | 543 | 521.332388117284 | 522.583333333333 | -1.25094521604937 | 21.6676118827161 | 342 | 532 | 508.893267746914 | 524.125 | -15.2317322530864 | 23.1067322530864 | 343 | 565 | 548.491878858025 | 525 | 23.4918788580247 | 16.5081211419753 | 344 | 535 | 546.743730709876 | 523.458333333333 | 23.2853973765432 | -11.7437307098764 | 345 | 534 | 528.525327932099 | 522.416666666667 | 6.10866126543208 | 5.47467206790134 | 346 | 546 | 538.305420524691 | 523.416666666667 | 14.8887538580247 | 7.69457947530873 | 347 | 494 | 516.328337191358 | 524.75 | -8.42166280864198 | -22.328337191358 | 348 | 552 | 539.038406635802 | 525.5 | 13.5384066358025 | 12.9615933641976 | 349 | 511 | 533.857388117284 | 527.375 | 6.48238811728395 | -22.8573881172840 | 350 | 451 | 486.745582561728 | 530.75 | -44.0044174382716 | -35.7455825617284 | 351 | 537 | 541.237133487654 | 534.75 | 6.48713348765431 | -4.23713348765432 | 352 | 494 | 513.167804783951 | 538.541666666667 | -25.3738618827160 | -19.1678047839506 | 353 | 549 | 542.582388117284 | 543.833333333333 | -1.25094521604937 | 6.41761188271596 | 354 | 544 | 532.476601080247 | 547.708333333333 | -15.2317322530864 | 11.5233989197532 | 355 | 598 | 574.950212191358 | 551.458333333333 | 23.4918788580247 | 23.049787808642 | 356 | 583 | 580.32706404321 | 557.041666666667 | 23.2853973765432 | 2.67293595679018 | 357 | 582 | 565.691994598765 | 559.583333333333 | 6.10866126543208 | 16.3080054012347 | 358 | 589 | 577.013753858025 | 562.125 | 14.8887538580247 | 11.9862461419754 | 359 | 578 | 557.411670524691 | 565.833333333333 | -8.42166280864198 | 20.5883294753087 | 360 | 561 | 581.621739969136 | 568.083333333333 | 13.5384066358025 | -20.6217399691358 | 361 | 592 | 572.065721450617 | 565.583333333333 | 6.48238811728395 | 19.9342785493828 | 362 | 504 | 518.245582561728 | 562.25 | -44.0044174382716 | -14.2455825617283 | 363 | 545 | 568.987133487654 | 562.5 | 6.48713348765431 | -23.9871334876543 | 364 | 547 | 536.334471450617 | 561.708333333333 | -25.3738618827160 | 10.6655285493828 | 365 | 585 | 558.082388117284 | 559.333333333333 | -1.25094521604937 | 26.9176118827160 | 366 | 562 | 543.101601080247 | 558.333333333333 | -15.2317322530864 | 18.8983989197532 | 367 | 520 | 579.991878858025 | 556.5 | 23.4918788580247 | -59.9918788580246 | 368 | 581 | 576.410397376543 | 553.125 | 23.2853973765432 | 4.58960262345693 | 369 | 590 | 557.358661265432 | 551.25 | 6.10866126543208 | 32.641338734568 | 370 | 562 | 562.013753858025 | 547.125 | 14.8887538580247 | -0.0137538580246428 | 371 | 548 | 530.745003858025 | 539.166666666667 | -8.42166280864198 | 17.2549961419753 | 372 | 567 | 547.080073302469 | 533.541666666667 | 13.5384066358025 | 19.9199266975309 | 373 | 542 | 540.14905478395 | 533.666666666667 | 6.48238811728395 | 1.85094521604947 | 374 | 473 | 489.578915895062 | 533.583333333333 | -44.0044174382716 | -16.5789158950618 | 375 | 531 | 537.487133487654 | 531 | 6.48713348765431 | -6.48713348765432 | 376 | 462 | 502.876138117284 | 528.25 | -25.3738618827160 | -40.876138117284 | 377 | 479 | 522.540721450617 | 523.791666666667 | -1.25094521604937 | -43.5407214506174 | 378 | 533 | 500.601601080247 | 515.833333333333 | -15.2317322530864 | 32.3983989197530 | 379 | 552 | 528.575212191358 | 505.083333333333 | 23.4918788580247 | 23.4247878086420 | 380 | 547 | 522.785397376543 | 499.5 | 23.2853973765432 | 24.2146026234569 | 381 | 562 | 508.108661265432 | 502 | 6.10866126543208 | 53.891338734568 | 382 | 524 | 520.680420524691 | 505.791666666667 | 14.8887538580247 | 3.31957947530867 | 383 | 479 | 498.953337191358 | 507.375 | -8.42166280864198 | -19.9533371913579 | 384 | 445 | 521.246739969136 | 507.708333333333 | 13.5384066358025 | -76.2467399691357 | 385 | 406 | 514.440721450617 | 507.958333333333 | 6.48238811728395 | -108.440721450617 | 386 | 475 | 464.828915895062 | 508.833333333333 | -44.0044174382716 | 10.1710841049384 | 387 | 589 | 516.153800154321 | 509.666666666667 | 6.48713348765431 | 72.846199845679 | 388 | 495 | 486.417804783951 | 511.791666666667 | -25.3738618827160 | 8.58219521604946 | 389 | 484 | 516.332388117284 | 517.583333333333 | -1.25094521604937 | -32.3323881172839 | 390 | 536 | 512.05993441358 | 527.291666666667 | -15.2317322530864 | 23.9400655864198 | 391 | 555 | 562.575212191358 | 539.083333333333 | 23.4918788580247 | -7.575212191358 | 392 | 565 | 569.57706404321 | 546.291666666667 | 23.2853973765432 | -4.57706404320982 | 393 | 564 | 552.566994598765 | 546.458333333333 | 6.10866126543208 | 11.4330054012347 | 394 | 573 | 562.763753858025 | 547.875 | 14.8887538580247 | 10.2362461419752 | 395 | 569 | 543.411670524691 | 551.833333333333 | -8.42166280864198 | 25.5883294753087 | 396 | 588 | 567.246739969136 | 553.708333333333 | 13.5384066358025 | 20.7532600308641 | 397 | 546 | 562.39905478395 | 555.916666666667 | 6.48238811728395 | -16.3990547839505 | 398 | 508 | 514.453915895062 | 558.458333333333 | -44.0044174382716 | -6.45391589506175 | 399 | 560 | 567.195466820988 | 560.708333333333 | 6.48713348765431 | -7.19546682098758 | 400 | 558 | 537.501138117284 | 562.875 | -25.3738618827160 | 20.4988618827160 | 401 | 516 | 561.124054783951 | 562.375 | -1.25094521604937 | -45.1240547839507 | 402 | 549 | 545.93493441358 | 561.166666666667 | -15.2317322530864 | 3.06506558641979 | 403 | 595 | 585.991878858025 | 562.5 | 23.4918788580247 | 9.00812114197527 | 404 | 586 | 584.660397376543 | 561.375 | 23.2853973765432 | 1.33960262345693 | 405 | 597 | 564.191994598765 | 558.083333333333 | 6.10866126543208 | 32.8080054012346 | 406 | 592 | 571.930420524691 | 557.041666666667 | 14.8887538580247 | 20.0695794753087 | 407 | 538 | 549.161670524691 | 557.583333333333 | -8.42166280864198 | -11.1616705246913 | 408 | 590 | 570.996739969136 | 557.458333333333 | 13.5384066358025 | 19.0032600308642 | 409 | 576 | 561.39905478395 | 554.916666666667 | 6.48238811728395 | 14.6009452160495 | 410 | 451 | 510.828915895062 | 554.833333333333 | -44.0044174382716 | -59.8289158950615 | 411 | 538 | 563.153800154321 | 556.666666666667 | 6.48713348765431 | -25.1538001543209 | 412 | 555 | 530.667804783951 | 556.041666666667 | -25.3738618827160 | 24.3321952160494 | 413 | 532 | 555.290721450617 | 556.541666666667 | -1.25094521604937 | -23.2907214506172 | 414 | 530 | 541.43493441358 | 556.666666666667 | -15.2317322530864 | -11.4349344135802 | 415 | 553 | 574.491878858025 | 551 | 23.4918788580247 | -21.4918788580247 | 416 | 626 | 571.118730709876 | 547.833333333333 | 23.2853973765432 | 54.8812692901236 | 417 | 601 | 552.025327932099 | 545.916666666667 | 6.10866126543208 | 48.9746720679013 | 418 | 573 | 551.555420524691 | 536.666666666667 | 14.8887538580247 | 21.4445794753086 | 419 | 569 | 519.161670524691 | 527.583333333333 | -8.42166280864198 | 49.8383294753086 | 420 | 562 | 534.913406635803 | 521.375 | 13.5384066358025 | 27.0865933641975 | 421 | 468 | 526.690721450617 | 520.208333333333 | 6.48238811728395 | -58.6907214506172 | 422 | 483 | 477.287249228395 | 521.291666666667 | -44.0044174382716 | 5.71275077160499 | 423 | 460 | 524.570466820988 | 518.083333333333 | 6.48713348765431 | -64.5704668209876 | 424 | 411 | 489.376138117284 | 514.75 | -25.3738618827160 | -78.376138117284 | 425 | 458 | 506.082388117284 | 507.333333333333 | -1.25094521604937 | -48.0823881172839 | 426 | 455 | 485.93493441358 | 501.166666666667 | -15.2317322530864 | -30.9349344135803 | 427 | 600 | 529.450212191358 | 505.958333333333 | 23.4918788580247 | 70.549787808642 | 428 | 605 | 535.20206404321 | 511.916666666667 | 23.2853973765432 | 69.7979359567901 | 429 | 545 | 523.525327932099 | 517.416666666667 | 6.10866126543208 | 21.4746720679012 | 430 | 549 | 540.847087191358 | 525.958333333333 | 14.8887538580247 | 8.15291280864187 | 431 | 415 | 523.286670524691 | 531.708333333333 | -8.42166280864198 | -108.286670524691 | 432 | 568 | 548.496739969136 | 534.958333333333 | 13.5384066358025 | 19.5032600308641 | 433 | 577 | 542.107388117284 | 535.625 | 6.48238811728395 | 34.8926118827161 | 434 | 517 | 487.620582561728 | 531.625 | -44.0044174382716 | 29.3794174382716 | 435 | 558 | 535.612133487654 | 529.125 | 6.48713348765431 | 22.3878665123458 | 436 | 518 | 504.29280478395 | 529.666666666667 | -25.3738618827160 | 13.7071952160495 | 437 | 489 | 534.040721450617 | 535.291666666667 | -1.25094521604937 | -45.0407214506172 | 438 | 502 | 524.268267746914 | 539.5 | -15.2317322530864 | -22.2682677469136 | 439 | 569 | 562.116878858025 | 538.625 | 23.4918788580247 | 6.88312114197527 | 440 | 540 | 562.45206404321 | 539.166666666667 | 23.2853973765432 | -22.4520640432098 | 441 | 550 | 546.691994598765 | 540.583333333333 | 6.10866126543208 | 3.30800540123471 | 442 | 557 | 558.388753858025 | 543.5 | 14.8887538580247 | -1.38875385802476 | 443 | 542 | 543.161670524691 | 551.583333333333 | -8.42166280864198 | -1.16167052469143 | 444 | 542 | 575.996739969136 | 562.458333333333 | 13.5384066358025 | -33.9967399691358 | 445 | 582 | NA | 568.541666666667 | NA | NA | 446 | 525 | NA | 573.041666666667 | NA | NA | 447 | 584 | NA | 579.208333333333 | NA | NA | 448 | 562 | NA | 586.375 | NA | NA | 449 | 639 | NA | 594.416666666667 | NA | NA | 450 | 613 | NA | NA | NA | NA | 451 | 604 | NA | NA | NA | NA | 452 | 613 | NA | NA | NA | NA | 453 | 625 | NA | NA | NA | NA | 454 | 654 | NA | NA | NA | NA | 455 | 638 | NA | NA | NA | NA |
| Charts produced by software: | | http://www.freestatistics.org/blog/date/2010/May/25/t1274817441t3gf7esl2uenoou/11h0j1274817132.png (open in new window) | http://www.freestatistics.org/blog/date/2010/May/25/t1274817441t3gf7esl2uenoou/11h0j1274817132.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/May/25/t1274817441t3gf7esl2uenoou/2t8h41274817132.png (open in new window) | http://www.freestatistics.org/blog/date/2010/May/25/t1274817441t3gf7esl2uenoou/2t8h41274817132.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/May/25/t1274817441t3gf7esl2uenoou/3t8h41274817132.png (open in new window) | http://www.freestatistics.org/blog/date/2010/May/25/t1274817441t3gf7esl2uenoou/3t8h41274817132.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/May/25/t1274817441t3gf7esl2uenoou/440zp1274817132.png (open in new window) | http://www.freestatistics.org/blog/date/2010/May/25/t1274817441t3gf7esl2uenoou/440zp1274817132.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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