| Classical composition Dollar | | *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, 14 Dec 2010 13:51:38 +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/14/t1292335037jld0szj9gib5kjw.htm/, Retrieved Tue, 14 Dec 2010 14:57:23 +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/14/t1292335037jld0szj9gib5kjw.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 « | | 1,3866
1,3582
1,3332
1,3595
1,3617
1,3684
1,3394
1,3262
1,3173
1,3085
1,327
1,3182
1,293
1,291
1,2984
1,2795
1,299
1,3174
1,326
1,3111
1,2816
1,276
1,2849
1,2818
1,2829
1,2796
1,3008
1,2967
1,2938
1,2833
1,2823
1,2765
1,2634
1,2596
1,2705
1,2591
1,2798
1,2763
1,2795
1,2782
1,2644
1,2596
1,2615
1,2555
1,2555
1,2658
1,2565
1,2783
1,2786
1,2782
1,2905
1,3042
1,2942
1,313
1,3671
1,3549
1,3558
1,3507
1,3494
1,3607
1,3295
1,3193
1,3308
1,3246
1,3392
1,3425
1,3496
1,3255
1,3231
1,3273
1,3276
1,3173
1,3196
1,3058
1,2966
1,2932
1,2947
1,305
1,3232
1,3125
1,2992
1,3266
1,3275
1,3223
1,3403
1,3322
1,3363
1,3425
1,3574
1,3683
1,3623
1,3563
1,3518
1,3494
1,3612
1,369
1,3771
1,3972
1,401
1,3908
1,3901
1,3856
1,4098
1,422
1,4238
1,4207
1,4095
1,4177
1,3866
1,3959
1,4102
1,3969
1,4004
1,385
1,389
1,384
1,392
1,3932
1,3858
1,3978
1,4029
1,394
1,4096
1,4058
1,4134
1,4096
1,4049
1,4009
1,3897
1,4019
etc... | | | | Output produced by software: |
| Classical Decomposition by Moving Averages | | t | Observations | Fit | Trend | Seasonal | Random | | 1 | 1.3866 | NA | NA | -0.00128070103092784 | NA | | 2 | 1.3582 | NA | NA | -0.000561113402061862 | NA | | 3 | 1.3332 | 1.36037496907216 | 1.35984 | 0.000534969072164944 | -0.027174969072165 | | 4 | 1.3595 | 1.35674032989691 | 1.3562 | 0.000540329896907229 | 0.00275967010309253 | | 5 | 1.3617 | 1.35320651546392 | 1.35244 | 0.000766515463917532 | 0.00849348453608223 | | 6 | 1.3684 | 1.34975929896907 | 1.35104 | -0.00128070103092784 | 0.0186407010309280 | | 7 | 1.3394 | 1.34203888659794 | 1.3426 | -0.000561113402061862 | -0.00263888659793832 | | 8 | 1.3262 | 1.33249496907217 | 1.33196 | 0.000534969072164944 | -0.00629496907216498 | | 9 | 1.3173 | 1.32422032989691 | 1.32368 | 0.000540329896907229 | -0.00692032989690738 | | 10 | 1.3085 | 1.32020651546392 | 1.31944 | 0.000766515463917532 | -0.0117065154639178 | | 11 | 1.327 | 1.31151929896907 | 1.3128 | -0.00128070103092784 | 0.0154807010309277 | | 12 | 1.3182 | 1.30697888659794 | 1.30754 | -0.000561113402061862 | 0.0112211134020617 | | 13 | 1.293 | 1.30605496907217 | 1.30552 | 0.000534969072164944 | -0.0130549690721653 | | 14 | 1.291 | 1.29656032989691 | 1.29602 | 0.000540329896907229 | -0.00556032989690758 | | 15 | 1.2984 | 1.29294651546392 | 1.29218 | 0.000766515463917532 | 0.0054534845360823 | | 16 | 1.2795 | 1.29577929896907 | 1.29706 | -0.00128070103092784 | -0.0162792989690721 | | 17 | 1.299 | 1.30349888659794 | 1.30406 | -0.000561113402061862 | -0.00449888659793851 | | 18 | 1.3174 | 1.30713496907216 | 1.3066 | 0.000534969072164944 | 0.0102650309278349 | | 19 | 1.326 | 1.30756032989691 | 1.30702 | 0.000540329896907229 | 0.0184396701030927 | | 20 | 1.3111 | 1.30318651546392 | 1.30242 | 0.000766515463917532 | 0.0079134845360822 | | 21 | 1.2816 | 1.29463929896907 | 1.29592 | -0.00128070103092784 | -0.0130392989690722 | | 22 | 1.276 | 1.28651888659794 | 1.28708 | -0.000561113402061862 | -0.0105188865979382 | | 23 | 1.2849 | 1.28197496907217 | 1.28144 | 0.000534969072164944 | 0.00292503092783480 | | 24 | 1.2818 | 1.28158032989691 | 1.28104 | 0.000540329896907229 | 0.000219670103092540 | | 25 | 1.2829 | 1.28676651546392 | 1.286 | 0.000766515463917532 | -0.00386651546391770 | | 26 | 1.2796 | 1.28707929896907 | 1.28836 | -0.00128070103092784 | -0.00747929896907196 | | 27 | 1.3008 | 1.29019888659794 | 1.29076 | -0.000561113402061862 | 0.0106011134020616 | | 28 | 1.2967 | 1.29137496907217 | 1.29084 | 0.000534969072164944 | 0.00532503092783476 | | 29 | 1.2938 | 1.29192032989691 | 1.29138 | 0.000540329896907229 | 0.00187967010309253 | | 30 | 1.2833 | 1.28728651546392 | 1.28652 | 0.000766515463917532 | -0.00398651546391782 | | 31 | 1.2823 | 1.27857929896907 | 1.27986 | -0.00128070103092784 | 0.0037207010309277 | | 32 | 1.2765 | 1.27245888659794 | 1.27302 | -0.000561113402061862 | 0.00404111340206148 | | 33 | 1.2634 | 1.27099496907216 | 1.27046 | 0.000534969072164944 | -0.00759496907216484 | | 34 | 1.2596 | 1.26636032989691 | 1.26582 | 0.000540329896907229 | -0.00676032989690745 | | 35 | 1.2705 | 1.26724651546392 | 1.26648 | 0.000766515463917532 | 0.00325348453608210 | | 36 | 1.2591 | 1.26777929896907 | 1.26906 | -0.00128070103092784 | -0.00867929896907205 | | 37 | 1.2798 | 1.27247888659794 | 1.27304 | -0.000561113402061862 | 0.00732111340206165 | | 38 | 1.2763 | 1.27511496907217 | 1.27458 | 0.000534969072164944 | 0.00118503092783473 | | 39 | 1.2795 | 1.27618032989691 | 1.27564 | 0.000540329896907229 | 0.00331967010309264 | | 40 | 1.2782 | 1.27236651546392 | 1.2716 | 0.000766515463917532 | 0.00583348453608235 | | 41 | 1.2644 | 1.26735929896907 | 1.26864 | -0.00128070103092784 | -0.00295929896907232 | | 42 | 1.2596 | 1.26327888659794 | 1.26384 | -0.000561113402061862 | -0.00367888659793825 | | 43 | 1.2615 | 1.25983496907217 | 1.2593 | 0.000534969072164944 | 0.00166503092783477 | | 44 | 1.2555 | 1.26012032989691 | 1.25958 | 0.000540329896907229 | -0.00462032989690742 | | 45 | 1.2555 | 1.25972651546392 | 1.25896 | 0.000766515463917532 | -0.00422651546391761 | | 46 | 1.2658 | 1.26103929896907 | 1.26232 | -0.00128070103092784 | 0.00476070103092763 | | 47 | 1.2565 | 1.26637888659794 | 1.26694 | -0.000561113402061862 | -0.00987888659793845 | | 48 | 1.2783 | 1.27201496907217 | 1.27148 | 0.000534969072164944 | 0.00628503092783483 | | 49 | 1.2786 | 1.27696032989691 | 1.27642 | 0.000540329896907229 | 0.00163967010309252 | | 50 | 1.2782 | 1.28672651546392 | 1.28596 | 0.000766515463917532 | -0.00852651546391758 | | 51 | 1.2905 | 1.28785929896907 | 1.28914 | -0.00128070103092784 | 0.00264070103092795 | | 52 | 1.3042 | 1.29545888659794 | 1.29602 | -0.000561113402061862 | 0.00874111340206163 | | 53 | 1.2942 | 1.31433496907216 | 1.3138 | 0.000534969072164944 | -0.0201349690721648 | | 54 | 1.313 | 1.32722032989691 | 1.32668 | 0.000540329896907229 | -0.0142203298969072 | | 55 | 1.3671 | 1.33776651546392 | 1.337 | 0.000766515463917532 | 0.0293334845360824 | | 56 | 1.3549 | 1.34701929896907 | 1.3483 | -0.00128070103092784 | 0.00788070103092786 | | 57 | 1.3558 | 1.35501888659794 | 1.35558 | -0.000561113402061862 | 0.000781113402061662 | | 58 | 1.3507 | 1.35483496907217 | 1.3543 | 0.000534969072164944 | -0.00413496907216504 | | 59 | 1.3494 | 1.34976032989691 | 1.34922 | 0.000540329896907229 | -0.000360329896907485 | | 60 | 1.3607 | 1.34268651546392 | 1.34192 | 0.000766515463917532 | 0.0180134845360824 | | 61 | 1.3295 | 1.33665929896907 | 1.33794 | -0.00128070103092784 | -0.0071592989690723 | | 62 | 1.3193 | 1.33241888659794 | 1.33298 | -0.000561113402061862 | -0.0131188865979384 | | 63 | 1.3308 | 1.32921496907217 | 1.32868 | 0.000534969072164944 | 0.00158503092783491 | | 64 | 1.3246 | 1.33182032989691 | 1.33128 | 0.000540329896907229 | -0.00722032989690735 | | 65 | 1.3392 | 1.33810651546392 | 1.33734 | 0.000766515463917532 | 0.00109348453608238 | | 66 | 1.3425 | 1.33499929896907 | 1.33628 | -0.00128070103092784 | 0.00750070103092781 | | 67 | 1.3496 | 1.33541888659794 | 1.33598 | -0.000561113402061862 | 0.0141811134020617 | | 68 | 1.3255 | 1.33413496907216 | 1.3336 | 0.000534969072164944 | -0.00863496907216499 | | 69 | 1.3231 | 1.33116032989691 | 1.33062 | 0.000540329896907229 | -0.00806032989690753 | | 70 | 1.3273 | 1.32492651546392 | 1.32416 | 0.000766515463917532 | 0.00237348453608233 | | 71 | 1.3276 | 1.32169929896907 | 1.32298 | -0.00128070103092784 | 0.00590070103092777 | | 72 | 1.3173 | 1.31895888659794 | 1.31952 | -0.000561113402061862 | -0.00165888659793834 | | 73 | 1.3196 | 1.31391496907216 | 1.31338 | 0.000534969072164944 | 0.00568503092783512 | | 74 | 1.3058 | 1.30704032989691 | 1.3065 | 0.000540329896907229 | -0.00124032989690726 | | 75 | 1.2966 | 1.30274651546392 | 1.30198 | 0.000766515463917532 | -0.00614651546391753 | | 76 | 1.2932 | 1.29777929896907 | 1.29906 | -0.00128070103092784 | -0.00457929896907228 | | 77 | 1.2947 | 1.30197888659794 | 1.30254 | -0.000561113402061862 | -0.0072788865979383 | | 78 | 1.305 | 1.30625496907216 | 1.30572 | 0.000534969072164944 | -0.00125496907216505 | | 79 | 1.3232 | 1.30746032989691 | 1.30692 | 0.000540329896907229 | 0.0157396701030927 | | 80 | 1.3125 | 1.31406651546392 | 1.3133 | 0.000766515463917532 | -0.00156651546391751 | | 81 | 1.2992 | 1.31651929896907 | 1.3178 | -0.00128070103092784 | -0.0173192989690722 | | 82 | 1.3266 | 1.31705888659794 | 1.31762 | -0.000561113402061862 | 0.00954111340206176 | | 83 | 1.3275 | 1.32371496907217 | 1.32318 | 0.000534969072164944 | 0.00378503092783466 | | 84 | 1.3223 | 1.33032032989691 | 1.32978 | 0.000540329896907229 | -0.00802032989690726 | | 85 | 1.3403 | 1.33248651546392 | 1.33172 | 0.000766515463917532 | 0.00781348453608244 | | 86 | 1.3322 | 1.33343929896907 | 1.33472 | -0.00128070103092784 | -0.00123929896907193 | | 87 | 1.3363 | 1.34117888659794 | 1.34174 | -0.000561113402061862 | -0.00487888659793811 | | 88 | 1.3425 | 1.34787496907216 | 1.34734 | 0.000534969072164944 | -0.00537496907216495 | | 89 | 1.3574 | 1.35390032989691 | 1.35336 | 0.000540329896907229 | 0.00349967010309249 | | 90 | 1.3683 | 1.35812651546392 | 1.35736 | 0.000766515463917532 | 0.0101734845360826 | | 91 | 1.3623 | 1.35793929896907 | 1.35922 | -0.00128070103092784 | 0.00436070103092789 | | 92 | 1.3563 | 1.35705888659794 | 1.35762 | -0.000561113402061862 | -0.000758886597938435 | | 93 | 1.3518 | 1.35673496907216 | 1.3562 | 0.000534969072164944 | -0.00493496907216495 | | 94 | 1.3494 | 1.35808032989691 | 1.35754 | 0.000540329896907229 | -0.00868032989690737 | | 95 | 1.3612 | 1.36246651546392 | 1.3617 | 0.000766515463917532 | -0.00126651546391776 | | 96 | 1.369 | 1.36949929896907 | 1.37078 | -0.00128070103092784 | -0.000499298969071971 | | 97 | 1.3771 | 1.38053888659794 | 1.3811 | -0.000561113402061862 | -0.00343888659793823 | | 98 | 1.3972 | 1.38755496907217 | 1.38702 | 0.000534969072164944 | 0.00964503092783486 | | 99 | 1.401 | 1.39178032989691 | 1.39124 | 0.000540329896907229 | 0.00921967010309266 | | 100 | 1.3908 | 1.39370651546392 | 1.39294 | 0.000766515463917532 | -0.00290651546391740 | | 101 | 1.3901 | 1.39417929896907 | 1.39546 | -0.00128070103092784 | -0.00407929896907211 | | 102 | 1.3856 | 1.39909888659794 | 1.39966 | -0.000561113402061862 | -0.0134988865979382 | | 103 | 1.4098 | 1.40679496907216 | 1.40626 | 0.000534969072164944 | 0.00300503092783511 | | 104 | 1.422 | 1.41292032989691 | 1.41238 | 0.000540329896907229 | 0.00907967010309263 | | 105 | 1.4238 | 1.41792651546392 | 1.41716 | 0.000766515463917532 | 0.00587348453608239 | | 106 | 1.4207 | 1.41745929896907 | 1.41874 | -0.00128070103092784 | 0.00324070103092811 | | 107 | 1.4095 | 1.41109888659794 | 1.41166 | -0.000561113402061862 | -0.00159888659793817 | | 108 | 1.4177 | 1.40661496907216 | 1.40608 | 0.000534969072164944 | 0.0110850309278350 | | 109 | 1.3866 | 1.40452032989691 | 1.40398 | 0.000540329896907229 | -0.0179203298969073 | | 110 | 1.3959 | 1.40222651546392 | 1.40146 | 0.000766515463917532 | -0.00632651546391783 | | 111 | 1.4102 | 1.39671929896907 | 1.398 | -0.00128070103092784 | 0.0134807010309277 | | 112 | 1.3969 | 1.39711888659794 | 1.39768 | -0.000561113402061862 | -0.000218886597938228 | | 113 | 1.4004 | 1.39683496907217 | 1.3963 | 0.000534969072164944 | 0.003565030927835 | | 114 | 1.385 | 1.39160032989691 | 1.39106 | 0.000540329896907229 | -0.00660032989690729 | | 115 | 1.389 | 1.39084651546392 | 1.39008 | 0.000766515463917532 | -0.00184651546391756 | | 116 | 1.384 | 1.38735929896907 | 1.38864 | -0.00128070103092784 | -0.00335929896907228 | | 117 | 1.392 | 1.38823888659794 | 1.3888 | -0.000561113402061862 | 0.00376111340206164 | | 118 | 1.3932 | 1.39109496907217 | 1.39056 | 0.000534969072164944 | 0.00210503092783498 | | 119 | 1.3858 | 1.39488032989691 | 1.39434 | 0.000540329896907229 | -0.00908032989690732 | | 120 | 1.3978 | 1.39550651546392 | 1.39474 | 0.000766515463917532 | 0.00229348453608225 | | 121 | 1.4029 | 1.39673929896907 | 1.39802 | -0.00128070103092784 | 0.00616070103092792 | | 122 | 1.394 | 1.40145888659794 | 1.40202 | -0.000561113402061862 | -0.00745888659793836 | | 123 | 1.4096 | 1.40567496907217 | 1.40514 | 0.000534969072164944 | 0.00392503092783492 | | 124 | 1.4058 | 1.40702032989691 | 1.40648 | 0.000540329896907229 | -0.00122032989690735 | | 125 | 1.4134 | 1.40942651546392 | 1.40866 | 0.000766515463917532 | 0.00397348453608237 | | 126 | 1.4096 | 1.40563929896907 | 1.40692 | -0.00128070103092784 | 0.00396070103092772 | | 127 | 1.4049 | 1.40313888659794 | 1.4037 | -0.000561113402061862 | 0.00176111340206164 | | 128 | 1.4009 | 1.40193496907216 | 1.4014 | 0.000534969072164944 | -0.00103496907216494 | | 129 | 1.3897 | 1.39804032989691 | 1.3975 | 0.000540329896907229 | -0.00834032989690758 | | 130 | 1.4019 | 1.39708651546392 | 1.39632 | 0.000766515463917532 | 0.0048134845360821 | | 131 | 1.3901 | 1.39287929896907 | 1.39416 | -0.00128070103092784 | -0.00277929896907225 | | 132 | 1.399 | 1.39515888659794 | 1.39572 | -0.000561113402061862 | 0.00384111340206172 | | 133 | 1.3901 | 1.39569496907216 | 1.39516 | 0.000534969072164944 | -0.00559496907216506 | | 134 | 1.3975 | 1.39946032989691 | 1.39892 | 0.000540329896907229 | -0.00196032989690753 | | 135 | 1.3991 | 1.40248651546392 | 1.40172 | 0.000766515463917532 | -0.00338651546391766 | | 136 | 1.4089 | 1.40421929896907 | 1.4055 | -0.00128070103092784 | 0.00468070103092777 | | 137 | 1.413 | 1.40977888659794 | 1.41034 | -0.000561113402061862 | 0.00322111340206166 | | 138 | 1.409 | 1.41551496907216 | 1.41498 | 0.000534969072164944 | -0.00651496907216487 | | 139 | 1.4217 | 1.41756032989691 | 1.41702 | 0.000540329896907229 | 0.00413967010309269 | | 140 | 1.4223 | 1.41976651546392 | 1.419 | 0.000766515463917532 | 0.00253348453608226 | | 141 | 1.4191 | 1.42045929896907 | 1.42174 | -0.00128070103092784 | -0.00135929896907205 | | 142 | 1.4229 | 1.42221888659794 | 1.42278 | -0.000561113402061862 | 0.000681113402061895 | | 143 | 1.4227 | 1.42343496907217 | 1.4229 | 0.000534969072164944 | -0.00073496907216497 | | 144 | 1.4269 | 1.42170032989691 | 1.42116 | 0.000540329896907229 | 0.00519967010309252 | | 145 | 1.4229 | 1.41840651546392 | 1.41764 | 0.000766515463917532 | 0.00449348453608245 | | 146 | 1.4104 | 1.41457929896907 | 1.41586 | -0.00128070103092784 | -0.0041792989690721 | | 147 | 1.4053 | 1.41597888659794 | 1.41654 | -0.000561113402061862 | -0.0106788865979384 | | 148 | 1.4138 | 1.42017496907217 | 1.41964 | 0.000534969072164944 | -0.00637496907216506 | | 149 | 1.4303 | 1.42630032989691 | 1.42576 | 0.000540329896907229 | 0.00399967010309266 | | 150 | 1.4384 | 1.43286651546392 | 1.4321 | 0.000766515463917532 | 0.00553348453608216 | | 151 | 1.441 | 1.43519929896907 | 1.43648 | -0.00128070103092784 | 0.005800701030928 | | 152 | 1.437 | 1.43389888659794 | 1.43446 | -0.000561113402061862 | 0.00310111340206176 | | 153 | 1.4357 | 1.43063496907217 | 1.4301 | 0.000534969072164944 | 0.00506503092783483 | | 154 | 1.4202 | 1.42584032989691 | 1.4253 | 0.000540329896907229 | -0.00564032989690766 | | 155 | 1.4166 | 1.42452651546392 | 1.42376 | 0.000766515463917532 | -0.00792651546391765 | | 156 | 1.417 | 1.42121929896907 | 1.4225 | -0.00128070103092784 | -0.00421929896907214 | | 157 | 1.4293 | 1.41933888659794 | 1.4199 | -0.000561113402061862 | 0.00996111340206163 | | 158 | 1.4294 | 1.41913496907217 | 1.4186 | 0.000534969072164944 | 0.0102650309278347 | | 159 | 1.4072 | 1.41798032989691 | 1.41744 | 0.000540329896907229 | -0.0107803298969074 | | 160 | 1.4101 | 1.41720651546392 | 1.41644 | 0.000766515463917532 | -0.00710651546391783 | | 161 | 1.4112 | 1.41587929896907 | 1.41716 | -0.00128070103092784 | -0.00467929896907204 | | 162 | 1.4243 | 1.42161888659794 | 1.42218 | -0.000561113402061862 | 0.00268111340206167 | | 163 | 1.433 | 1.42717496907217 | 1.42664 | 0.000534969072164944 | 0.00582503092783493 | | 164 | 1.4323 | 1.43034032989691 | 1.4298 | 0.000540329896907229 | 0.00195967010309239 | | 165 | 1.4324 | 1.43106651546392 | 1.4303 | 0.000766515463917532 | 0.00133348453608240 | | 166 | 1.427 | 1.42969929896907 | 1.43098 | -0.00128070103092784 | -0.00269929896907217 | | 167 | 1.4268 | 1.42939888659794 | 1.42996 | -0.000561113402061862 | -0.00259888659793828 | | 168 | 1.4364 | 1.43029496907217 | 1.42976 | 0.000534969072164944 | 0.00610503092783476 | | 169 | 1.4272 | 1.42930032989691 | 1.42876 | 0.000540329896907229 | -0.00210032989690756 | | 170 | 1.4314 | 1.43086651546392 | 1.4301 | 0.000766515463917532 | 0.000533484536082485 | | 171 | 1.422 | 1.42677929896907 | 1.42806 | -0.00128070103092784 | -0.00477929896907203 | | 172 | 1.4335 | 1.42865888659794 | 1.42922 | -0.000561113402061862 | 0.00484111340206161 | | 173 | 1.4262 | 1.43293496907216 | 1.4324 | 0.000534969072164944 | -0.00673496907216498 | | 174 | 1.433 | 1.43898032989691 | 1.43844 | 0.000540329896907229 | -0.00598032989690722 | | 175 | 1.4473 | 1.44340651546392 | 1.44264 | 0.000766515463917532 | 0.00389348453608251 | | 176 | 1.4522 | 1.44799929896907 | 1.44928 | -0.00128070103092784 | 0.00420070103092773 | | 177 | 1.4545 | 1.45333888659794 | 1.4539 | -0.000561113402061862 | 0.00116111340206171 | | 178 | 1.4594 | 1.45719496907217 | 1.45666 | 0.000534969072164944 | 0.00220503092783497 | | 179 | 1.4561 | 1.46018032989691 | 1.45964 | 0.000540329896907229 | -0.00408032989690743 | | 180 | 1.4611 | 1.46374651546392 | 1.46298 | 0.000766515463917532 | -0.00264651546391748 | | 181 | 1.4671 | 1.46391929896907 | 1.4652 | -0.00128070103092784 | 0.00318070103092793 | | 182 | 1.4712 | 1.46657888659794 | 1.46714 | -0.000561113402061862 | 0.00462111340206173 | | 183 | 1.4705 | 1.47105496907217 | 1.47052 | 0.000534969072164944 | -0.000554969072165123 | | 184 | 1.4658 | 1.47330032989691 | 1.47276 | 0.000540329896907229 | -0.00750032989690741 | | 185 | 1.478 | 1.47464651546392 | 1.47388 | 0.000766515463917532 | 0.00335348453608231 | | 186 | 1.4783 | 1.47189929896907 | 1.47318 | -0.00128070103092784 | 0.00640070103092771 | | 187 | 1.4768 | 1.47245888659794 | 1.47302 | -0.000561113402061862 | 0.00434111340206145 | | 188 | 1.467 | 1.46893496907217 | 1.4684 | 0.000534969072164944 | -0.00193496907216506 | | 189 | 1.465 | 1.46614032989691 | 1.4656 | 0.000540329896907229 | -0.00114032989690749 | | 190 | 1.4549 | 1.46178651546392 | 1.46102 | 0.000766515463917532 | -0.0068865154639175 | | 191 | 1.4643 | 1.45707929896907 | 1.45836 | -0.00128070103092784 | 0.00722070103092753 | | 192 | 1.4539 | 1.45711888659794 | 1.45768 | -0.000561113402061862 | -0.00321888659793834 | | 193 | 1.4537 | 1.46167496907216 | 1.46114 | 0.000534969072164944 | -0.00797496907216488 | | 194 | 1.4616 | 1.46270032989691 | 1.46216 | 0.000540329896907229 | -0.00110032989690745 | | 195 | 1.4722 | 1.46740651546392 | 1.46664 | 0.000766515463917532 | 0.00479348453608242 | | 196 | 1.4694 | 1.46961929896907 | 1.4709 | -0.00128070103092784 | -0.000219298969071913 | | 197 | 1.4763 | 1.47331888659794 | 1.47388 | -0.000561113402061862 | 0.00298111340206164 | | 198 | 1.475 | 1.47725496907217 | 1.47672 | 0.000534969072164944 | -0.00225496907216516 | | 199 | 1.4765 | 1.48100032989691 | 1.48046 | 0.000540329896907229 | -0.00450032989690752 | | 200 | 1.4864 | 1.48324651546392 | 1.48248 | 0.000766515463917532 | 0.00315348453608255 | | 201 | 1.4881 | 1.48357929896907 | 1.48486 | -0.00128070103092784 | 0.00452070103092805 | | 202 | 1.4864 | 1.48735888659794 | 1.48792 | -0.000561113402061862 | -0.000958886597938413 | | 203 | 1.4869 | 1.49059496907216 | 1.49006 | 0.000534969072164944 | -0.00369496907216482 | | 204 | 1.4918 | 1.49140032989691 | 1.49086 | 0.000540329896907229 | 0.000399670103092609 | | 205 | 1.4971 | 1.49434651546392 | 1.49358 | 0.000766515463917532 | 0.00275348453608237 | | 206 | 1.4921 | 1.49531929896907 | 1.4966 | -0.00128070103092784 | -0.00321929896907225 | | 207 | 1.5 | 1.49805888659794 | 1.49862 | -0.000561113402061862 | 0.00194111340206149 | | 208 | 1.502 | 1.49721496907217 | 1.49668 | 0.000534969072164944 | 0.004785030927835 | | 209 | 1.5019 | 1.49450032989691 | 1.49396 | 0.000540329896907229 | 0.0073996701030925 | | 210 | 1.4874 | 1.49048651546392 | 1.48972 | 0.000766515463917532 | -0.00308651546391769 | | 211 | 1.4785 | 1.48403929896907 | 1.48532 | -0.00128070103092784 | -0.00553929896907213 | | 212 | 1.4788 | 1.47981888659794 | 1.48038 | -0.000561113402061862 | -0.00101888659793836 | | 213 | 1.48 | 1.47659496907217 | 1.47606 | 0.000534969072164944 | 0.00340503092783484 | | 214 | 1.4772 | 1.47612032989691 | 1.47558 | 0.000540329896907229 | 0.00107967010309262 | | 215 | 1.4658 | 1.47792651546392 | 1.47716 | 0.000766515463917532 | -0.0121265154639179 | | 216 | 1.4761 | 1.47711929896907 | 1.4784 | -0.00128070103092784 | -0.00101929896907227 | | 217 | 1.4867 | 1.48207888659794 | 1.48264 | -0.000561113402061862 | 0.00462111340206151 | | 218 | 1.4862 | 1.48933496907216 | 1.4888 | 0.000534969072164944 | -0.00313496907216493 | | 219 | 1.4984 | 1.49486032989691 | 1.49432 | 0.000540329896907229 | 0.00353967010309275 | | 220 | 1.4966 | 1.49618651546392 | 1.49542 | 0.000766515463917532 | 0.000413484536082365 | | 221 | 1.5037 | 1.49425929896907 | 1.49554 | -0.00128070103092784 | 0.00944070103092809 | | 222 | 1.4922 | 1.49459888659794 | 1.49516 | -0.000561113402061862 | -0.0023988865979383 | | 223 | 1.4868 | 1.49387496907217 | 1.49334 | 0.000534969072164944 | -0.0070749690721652 | | 224 | 1.4965 | 1.49228032989691 | 1.49174 | 0.000540329896907229 | 0.00421967010309254 | | 225 | 1.4875 | 1.49132651546392 | 1.49056 | 0.000766515463917532 | -0.00382651546391766 | | 226 | 1.4957 | 1.48821929896907 | 1.4895 | -0.00128070103092784 | 0.0074807010309279 | | 227 | 1.4863 | 1.48899888659794 | 1.48956 | -0.000561113402061862 | -0.00269888659793849 | | 228 | 1.4815 | 1.49197496907217 | 1.49144 | 0.000534969072164944 | -0.0104749690721651 | | 229 | 1.4968 | 1.49450032989691 | 1.49396 | 0.000540329896907229 | 0.0022996701030924 | | 230 | 1.4969 | 1.49888651546392 | 1.49812 | 0.000766515463917532 | -0.00198651546391782 | | 231 | 1.5083 | 1.49889929896907 | 1.50018 | -0.00128070103092784 | 0.00940070103092783 | | 232 | 1.5071 | 1.50071888659794 | 1.50128 | -0.000561113402061862 | 0.00638111340206171 | | 233 | 1.4918 | 1.50391496907217 | 1.50338 | 0.000534969072164944 | -0.0121149690721651 | | 234 | 1.5023 | 1.50406032989691 | 1.50352 | 0.000540329896907229 | -0.00176032989690733 | | 235 | 1.5074 | 1.50526651546392 | 1.5045 | 0.000766515463917532 | 0.00213348453608253 | | 236 | 1.509 | 1.50621929896907 | 1.5075 | -0.00128070103092784 | 0.00278070103092776 | | 237 | 1.512 | 1.50221888659794 | 1.50278 | -0.000561113402061862 | 0.00978111340206178 | | 238 | 1.5068 | 1.49731496907217 | 1.49678 | 0.000534969072164944 | 0.0094850309278347 | | 239 | 1.4787 | 1.49088032989691 | 1.49034 | 0.000540329896907229 | -0.0121803298969074 | | 240 | 1.4774 | 1.48330651546392 | 1.48254 | 0.000766515463917532 | -0.00590651546391752 | | 241 | 1.4768 | 1.47503929896907 | 1.47632 | -0.00128070103092784 | 0.00176070103092796 | | 242 | 1.473 | 1.47295888659794 | 1.47352 | -0.000561113402061862 | 4.11134020619208e-05 | | 243 | 1.4757 | 1.46939496907217 | 1.46886 | 0.000534969072164944 | 0.00630503092783496 | | 244 | 1.4647 | 1.46524032989691 | 1.4647 | 0.000540329896907229 | -0.000540329896907332 | | 245 | 1.4541 | 1.45772651546392 | 1.45696 | 0.000766515463917532 | -0.00362651546391768 | | 246 | 1.456 | 1.44727929896907 | 1.44856 | -0.00128070103092784 | 0.00872070103092781 | | 247 | 1.4343 | 1.44241888659794 | 1.44298 | -0.000561113402061862 | -0.00811888659793847 | | 248 | 1.4337 | 1.43827496907216 | 1.43774 | 0.000534969072164944 | -0.00457496907216481 | | 249 | 1.4368 | 1.43260032989691 | 1.43206 | 0.000540329896907229 | 0.00419967010309286 | | 250 | 1.4279 | 1.43392651546392 | 1.43316 | 0.000766515463917532 | -0.00602651546391764 | | 251 | 1.4276 | 1.43323929896907 | 1.43452 | -0.00128070103092784 | -0.00563929896907212 | | 252 | 1.4398 | 1.43525888659794 | 1.43582 | -0.000561113402061862 | 0.00454111340206187 | | 253 | 1.4405 | 1.43753496907217 | 1.437 | 0.000534969072164944 | 0.00296503092783484 | | 254 | 1.4433 | 1.44014032989691 | 1.4396 | 0.000540329896907229 | 0.00315967010309270 | | 255 | 1.4338 | 1.44018651546392 | 1.43942 | 0.000766515463917532 | -0.00638651546391777 | | 256 | 1.4406 | 1.43887929896907 | 1.44016 | -0.00128070103092784 | 0.00172070103092792 | | 257 | 1.4389 | 1.43793888659794 | 1.4385 | -0.000561113402061862 | 0.000961113402061509 | | 258 | 1.4442 | 1.43835496907217 | 1.43782 | 0.000534969072164944 | 0.00584503092783462 | | 259 | 1.435 | 1.43570032989691 | 1.43516 | 0.000540329896907229 | -0.000700329896907492 | | 260 | 1.4304 | 1.43870651546392 | 1.43794 | 0.000766515463917532 | -0.0083065154639177 | | 261 | 1.4273 | 1.43743929896907 | 1.43872 | -0.00128070103092784 | -0.0101392989690721 | | 262 | 1.4528 | 1.44241888659794 | 1.44298 | -0.000561113402061862 | 0.0103811134020619 | | 263 | 1.4481 | 1.44715496907217 | 1.44662 | 0.000534969072164944 | 0.000945030927834711 | | 264 | 1.4563 | 1.44918032989691 | 1.44864 | 0.000540329896907229 | 0.00711967010309245 | | 265 | 1.4486 | 1.44622651546392 | 1.44546 | 0.000766515463917532 | 0.00237348453608233 | | 266 | 1.4374 | 1.44013929896907 | 1.44142 | -0.00128070103092784 | -0.00273929896907221 | | 267 | 1.4369 | 1.43223888659794 | 1.4328 | -0.000561113402061862 | 0.00466111340206199 | | 268 | 1.4279 | 1.42489496907216 | 1.42436 | 0.000534969072164944 | 0.00300503092783511 | | 269 | 1.4132 | 1.42012032989691 | 1.41958 | 0.000540329896907229 | -0.00692032989690738 | | 270 | 1.4064 | 1.41598651546392 | 1.41522 | 0.000766515463917532 | -0.00958651546391742 | | 271 | 1.4135 | 1.41005929896907 | 1.41134 | -0.00128070103092784 | 0.00344070103092786 | | 272 | 1.4151 | 1.40957888659794 | 1.41014 | -0.000561113402061862 | 0.00552111340206185 | | 273 | 1.4085 | 1.40937496907217 | 1.40884 | 0.000534969072164944 | -0.000874969072165 | | 274 | 1.4072 | 1.40600032989691 | 1.40546 | 0.000540329896907229 | 0.00119967010309252 | | 275 | 1.3999 | 1.40146651546392 | 1.4007 | 0.000766515463917532 | -0.00156651546391773 | | 276 | 1.3966 | 1.39645929896907 | 1.39774 | -0.00128070103092784 | 0.000140701030928225 | | 277 | 1.3913 | 1.39541888659794 | 1.39598 | -0.000561113402061862 | -0.00411888659793846 | | 278 | 1.3937 | 1.39347496907217 | 1.39294 | 0.000534969072164944 | 0.000225030927834879 | | 279 | 1.3984 | 1.38798032989691 | 1.38744 | 0.000540329896907229 | 0.0104196701030927 | | 280 | 1.3847 | 1.38344651546392 | 1.38268 | 0.000766515463917532 | 0.00125348453608232 | | 281 | 1.3691 | 1.37785929896907 | 1.37914 | -0.00128070103092784 | -0.00875929896907213 | | 282 | 1.3675 | 1.37369888659794 | 1.37426 | -0.000561113402061862 | -0.00619888659793832 | | 283 | 1.376 | 1.37221496907217 | 1.37168 | 0.000534969072164944 | 0.00378503092783489 | | 284 | 1.374 | 1.36984032989691 | 1.3693 | 0.000540329896907229 | 0.00415967010309259 | | 285 | 1.3718 | 1.36870651546392 | 1.36794 | 0.000766515463917532 | 0.00309348453608238 | | 286 | 1.3572 | 1.36443929896907 | 1.36572 | -0.00128070103092784 | -0.00723929896907216 | | 287 | 1.3607 | 1.36487888659794 | 1.36544 | -0.000561113402061862 | -0.00417888659793841 | | 288 | 1.3649 | 1.36295496907217 | 1.36242 | 0.000534969072164944 | 0.00194503092783482 | | 289 | 1.3726 | 1.36190032989691 | 1.36136 | 0.000540329896907229 | 0.0106996701030926 | | 290 | 1.3567 | 1.36250651546392 | 1.36174 | 0.000766515463917532 | -0.00580651546391775 | | 291 | 1.3519 | 1.35901929896907 | 1.3603 | -0.00128070103092784 | -0.00711929896907226 | | 292 | 1.3626 | 1.35615888659794 | 1.35672 | -0.000561113402061862 | 0.00644111340206166 | | 293 | 1.3577 | 1.35569496907217 | 1.35516 | 0.000534969072164944 | 0.00200503092783477 | | 294 | 1.3547 | 1.35672032989691 | 1.35618 | 0.000540329896907229 | -0.00202032989690748 | | 295 | 1.3489 | 1.35492651546392 | 1.35416 | 0.000766515463917532 | -0.00602651546391786 | | 296 | 1.357 | 1.35229929896907 | 1.35358 | -0.00128070103092784 | 0.0047007010309279 | | 297 | 1.3525 | 1.35489888659794 | 1.35546 | -0.000561113402061862 | -0.00239888659793852 | | 298 | 1.3548 | 1.35957496907217 | 1.35904 | 0.000534969072164944 | -0.00477496907216501 | | 299 | 1.3641 | 1.35982032989691 | 1.35928 | 0.000540329896907229 | 0.00427967010309271 | | 300 | 1.3668 | 1.36278651546392 | 1.36202 | 0.000766515463917532 | 0.00401348453608219 | | 301 | 1.3582 | 1.36091929896907 | 1.3622 | -0.00128070103092784 | -0.00271929896907230 | | 302 | 1.3662 | 1.36101888659794 | 1.36158 | -0.000561113402061862 | 0.00518111340206184 | | 303 | 1.3557 | 1.36189496907216 | 1.36136 | 0.000534969072164944 | -0.00619496907216499 | | 304 | 1.361 | 1.36556032989691 | 1.36502 | 0.000540329896907229 | -0.00456032989690724 | | 305 | 1.3657 | 1.36664651546392 | 1.36588 | 0.000766515463917532 | -0.000946515463917663 | | 306 | 1.3765 | 1.36791929896907 | 1.3692 | -0.00128070103092784 | 0.008580701030928 | | 307 | 1.3705 | 1.37155888659794 | 1.37212 | -0.000561113402061862 | -0.00105888659793818 | | 308 | 1.3723 | 1.37271496907217 | 1.37218 | 0.000534969072164944 | -0.000414969072165094 | | 309 | 1.3756 | 1.36838032989691 | 1.36784 | 0.000540329896907229 | 0.00721967010309266 | | 310 | 1.366 | 1.36392651546392 | 1.36316 | 0.000766515463917532 | 0.00207348453608236 | | 311 | 1.3548 | 1.35779929896907 | 1.35908 | -0.00128070103092784 | -0.00299929896907236 | | 312 | 1.3471 | 1.35015888659794 | 1.35072 | -0.000561113402061862 | -0.00305888659793840 | | 313 | 1.3519 | 1.34517496907217 | 1.34464 | 0.000534969072164944 | 0.00672503092783505 | | 314 | 1.3338 | 1.34128032989691 | 1.34074 | 0.000540329896907229 | -0.00748032989690728 | | 315 | 1.3356 | 1.34150651546392 | 1.34074 | 0.000766515463917532 | -0.00590651546391796 | | 316 | 1.3353 | 1.33871929896907 | 1.34 | -0.00128070103092784 | -0.00341929896907245 | | 317 | 1.3471 | 1.34225888659794 | 1.34282 | -0.000561113402061862 | 0.00484111340206161 | | 318 | 1.3482 | 1.34559496907217 | 1.34506 | 0.000534969072164944 | 0.00260503092783493 | | 319 | 1.3479 | 1.34646032989691 | 1.34592 | 0.000540329896907229 | 0.00143967010309276 | | 320 | 1.3468 | 1.34406651546392 | 1.3433 | 0.000766515463917532 | 0.00273348453608202 | | 321 | 1.3396 | 1.33829929896907 | 1.33958 | -0.00128070103092784 | 0.00130070103092761 | | 322 | 1.334 | 1.33711888659794 | 1.33768 | -0.000561113402061862 | -0.00311888659793835 | | 323 | 1.3296 | 1.34055496907216 | 1.34002 | 0.000534969072164944 | -0.0109549690721649 | | 324 | 1.3384 | 1.34430032989691 | 1.34376 | 0.000540329896907229 | -0.00590032989690736 | | 325 | 1.3585 | 1.35002651546392 | 1.34926 | 0.000766515463917532 | 0.00847348453608232 | | 326 | 1.3583 | 1.35293929896907 | 1.35422 | -0.00128070103092784 | 0.00536070103092778 | | 327 | 1.3615 | 1.35667888659794 | 1.35724 | -0.000561113402061862 | 0.00482111340206171 | | 328 | 1.3544 | 1.35471496907216 | 1.35418 | 0.000534969072164944 | -0.000314969072164883 | | 329 | 1.3535 | 1.35278032989691 | 1.35224 | 0.000540329896907229 | 0.000719670103092707 | | 330 | 1.3432 | 1.34816651546392 | 1.3474 | 0.000766515463917532 | -0.00496651546391758 | | 331 | 1.3486 | 1.34201929896907 | 1.3433 | -0.00128070103092784 | 0.006580701030928 | | 332 | 1.3373 | 1.33825888659794 | 1.33882 | -0.000561113402061862 | -0.00095888659793819 | | 333 | 1.3339 | 1.33713496907217 | 1.3366 | 0.000534969072164944 | -0.00323496907216492 | | 334 | 1.3311 | 1.33322032989691 | 1.33268 | 0.000540329896907229 | -0.00212032989690747 | | 335 | 1.3321 | 1.33088651546392 | 1.33012 | 0.000766515463917532 | 0.00121348453608228 | | 336 | 1.329 | 1.32717929896907 | 1.32846 | -0.00128070103092784 | 0.00182070103092768 | | 337 | 1.3245 | 1.32797888659794 | 1.32854 | -0.000561113402061862 | -0.00347888659793827 | | 338 | 1.3256 | 1.32741496907217 | 1.32688 | 0.000534969072164944 | -0.00181496907216516 | | 339 | 1.3315 | 1.32340032989691 | 1.32286 | 0.000540329896907229 | 0.00809967010309265 | | 340 | 1.3238 | 1.31720651546392 | 1.31644 | 0.000766515463917532 | 0.00659348453608244 | | 341 | 1.3089 | 1.30457929896907 | 1.30586 | -0.00128070103092784 | 0.00432070103092785 | | 342 | 1.2924 | 1.29391888659794 | 1.29448 | -0.000561113402061862 | -0.00151888659793853 | | 343 | 1.2727 | 1.28963496907216 | 1.2891 | 0.000534969072164944 | -0.0169349690721650 | | 344 | 1.2746 | 1.28182032989691 | 1.28128 | 0.000540329896907229 | -0.00722032989690735 | | 345 | 1.2969 | 1.27728651546392 | 1.27652 | 0.000766515463917532 | 0.0196134845360822 | | 346 | 1.2698 | 1.27243929896907 | 1.27372 | -0.00128070103092784 | -0.002639298969072 | | 347 | 1.2686 | 1.26807888659794 | 1.26864 | -0.000561113402061862 | 0.000521113402061735 | | 348 | 1.2587 | 1.25677496907217 | 1.25624 | 0.000534969072164944 | 0.00192503092783491 | | 349 | 1.2492 | 1.25138032989691 | 1.25084 | 0.000540329896907229 | -0.00218032989690720 | | 350 | 1.2349 | 1.24328651546392 | 1.24252 | 0.000766515463917532 | -0.00838651546391778 | | 351 | 1.2428 | 1.23617929896907 | 1.23746 | -0.00128070103092784 | 0.0066207010309276 | | 352 | 1.227 | 1.23699888659794 | 1.23756 | -0.000561113402061862 | -0.00999888659793835 | | 353 | 1.2334 | 1.23831496907217 | 1.23778 | 0.000534969072164944 | -0.00491496907216504 | | 354 | 1.2497 | 1.23422032989691 | 1.23368 | 0.000540329896907229 | 0.0154796701030926 | | 355 | 1.236 | 1.23522651546392 | 1.23446 | 0.000766515463917532 | 0.00077348453608228 | | 356 | 1.2223 | 1.23159929896907 | 1.23288 | -0.00128070103092784 | -0.00929929896907211 | | 357 | 1.2309 | 1.23005888659794 | 1.23062 | -0.000561113402061862 | 0.000841113402061833 | | 358 | 1.2255 | 1.23009496907217 | 1.22956 | 0.000534969072164944 | -0.00459496907216517 | | 359 | 1.2384 | 1.22874032989691 | 1.2282 | 0.000540329896907229 | 0.00965967010309265 | | 360 | 1.2307 | 1.22714651546392 | 1.22638 | 0.000766515463917532 | 0.00355348453608229 | | 361 | 1.2155 | 1.22535929896907 | 1.22664 | -0.00128070103092784 | -0.00985929896907223 | | 362 | 1.2218 | 1.21959888659794 | 1.22016 | -0.000561113402061862 | 0.00220111340206186 | | 363 | 1.2268 | 1.21373496907217 | 1.2132 | 0.000534969072164944 | 0.0130650309278348 | | 364 | 1.206 | 1.20948032989691 | 1.20894 | 0.000540329896907229 | -0.00348032989690750 | | 365 | 1.1959 | 1.20554651546392 | 1.20478 | 0.000766515463917532 | -0.0096465154639176 | | 366 | 1.1942 | 1.19903929896907 | 1.20032 | -0.00128070103092784 | -0.0048392989690722 | | 367 | 1.201 | 1.20109888659794 | 1.20166 | -0.000561113402061862 | -9.88865979381082e-05 | | 368 | 1.2045 | 1.20799496907216 | 1.20746 | 0.000534969072164944 | -0.00349496907216507 | | 369 | 1.2127 | 1.21432032989691 | 1.21378 | 0.000540329896907229 | -0.00162032989690752 | | 370 | 1.2249 | 1.21988651546392 | 1.21912 | 0.000766515463917532 | 0.0050134845360823 | | 371 | 1.2258 | 1.22419929896907 | 1.22548 | -0.00128070103092784 | 0.00160070103092780 | | 372 | 1.2277 | 1.22981888659794 | 1.23038 | -0.000561113402061862 | -0.00211888659793824 | | 373 | 1.2363 | 1.23375496907216 | 1.23322 | 0.000534969072164944 | 0.00254503092783498 | | 374 | 1.2372 | 1.23376032989691 | 1.23322 | 0.000540329896907229 | 0.00343967010309254 | | 375 | 1.2391 | 1.23386651546392 | 1.2331 | 0.000766515463917532 | 0.00523348453608241 | | 376 | 1.2258 | 1.22979929896907 | 1.23108 | -0.00128070103092784 | -0.00399929896907225 | | 377 | 1.2271 | 1.22895888659794 | 1.22952 | -0.000561113402061862 | -0.00185888659793809 | | 378 | 1.2262 | 1.22901496907217 | 1.22848 | 0.000534969072164944 | -0.00281496907216505 | | 379 | 1.2294 | 1.22782032989691 | 1.22728 | 0.000540329896907229 | 0.00157967010309257 | | 380 | 1.2339 | 1.22804651546392 | 1.22728 | 0.000766515463917532 | 0.00585348453608248 | | 381 | 1.2198 | 1.22731929896907 | 1.2286 | -0.00128070103092784 | -0.00751929896907222 | | 382 | 1.2271 | 1.23311888659794 | 1.23368 | -0.000561113402061862 | -0.00601888659793826 | | 383 | 1.2328 | 1.23805496907216 | 1.23752 | 0.000534969072164944 | -0.00525496907216505 | | 384 | 1.2548 | 1.24568032989691 | 1.24514 | 0.000540329896907229 | 0.00911967010309245 | | 385 | 1.2531 | 1.25182651546392 | 1.25106 | 0.000766515463917532 | 0.00127348453608223 | | 386 | 1.2579 | 1.25641929896907 | 1.2577 | -0.00128070103092784 | 0.0014807010309279 | | 387 | 1.2567 | 1.25891888659794 | 1.25948 | -0.000561113402061862 | -0.00221888659793845 | | 388 | 1.266 | 1.26083496907217 | 1.2603 | 0.000534969072164944 | 0.0051650309278346 | | 389 | 1.2637 | 1.26064032989691 | 1.2601 | 0.000540329896907229 | 0.00305967010309272 | | 390 | 1.2572 | 1.26358651546392 | 1.26282 | 0.000766515463917532 | -0.00638651546391755 | | 391 | 1.2569 | 1.26489929896907 | 1.26618 | -0.00128070103092784 | -0.00799929896907225 | | 392 | 1.2703 | 1.27287888659794 | 1.27344 | -0.000561113402061862 | -0.00257888659793837 | | 393 | 1.2828 | 1.28167496907216 | 1.28114 | 0.000534969072164944 | 0.00112503092783500 | | 394 | 1.3 | 1.28718032989691 | 1.28664 | 0.000540329896907229 | 0.0128196701030927 | | 395 | 1.2957 | 1.28968651546392 | 1.28892 | 0.000766515463917532 | 0.00601348453608241 | | 396 | 1.2844 | 1.28807929896907 | 1.28936 | -0.00128070103092784 | -0.00367929896907215 | | 397 | 1.2817 | 1.28673888659794 | 1.2873 | -0.000561113402061862 | -0.00503888659793827 | | 398 | 1.285 | 1.28731496907217 | 1.28678 | 0.000534969072164944 | -0.00231496907216511 | | 399 | 1.2897 | 1.29110032989691 | 1.29056 | 0.000540329896907229 | -0.00140032989690719 | | 400 | 1.2931 | 1.29482651546392 | 1.29406 | 0.000766515463917532 | -0.00172651546391767 | | 401 | 1.3033 | 1.29715929896907 | 1.29844 | -0.00128070103092784 | 0.00614070103092779 | | 402 | 1.2992 | 1.30049888659794 | 1.30106 | -0.000561113402061862 | -0.00129888659793842 | | 403 | 1.3069 | 1.30443496907217 | 1.3039 | 0.000534969072164944 | 0.0024650309278349 | | 404 | 1.3028 | 1.30820032989691 | 1.30766 | 0.000540329896907229 | -0.00540032989690742 | | 405 | 1.3073 | 1.31270651546392 | 1.31194 | 0.000766515463917532 | -0.00540651546391757 | | 406 | 1.3221 | 1.31295929896907 | 1.31424 | -0.00128070103092784 | 0.00914070103092768 | | 407 | 1.3206 | 1.31663888659794 | 1.3172 | -0.000561113402061862 | 0.00396111340206162 | | 408 | 1.3184 | 1.32133496907217 | 1.3208 | 0.000534969072164944 | -0.00293496907216517 | | 409 | 1.3176 | 1.31958032989691 | 1.31904 | 0.000540329896907229 | -0.00198032989690744 | | 410 | 1.3253 | 1.31600651546392 | 1.31524 | 0.000766515463917532 | 0.00929348453608214 | | 411 | 1.3133 | 1.30607929896907 | 1.30736 | -0.00128070103092784 | 0.00722070103092776 | | 412 | 1.3016 | 1.29925888659794 | 1.29982 | -0.000561113402061862 | 0.00234111340206189 | | 413 | 1.279 | 1.29169496907217 | 1.29116 | 0.000534969072164944 | -0.0126949690721652 | | 414 | 1.2799 | 1.28624032989691 | 1.2857 | 0.000540329896907229 | -0.00634032989690758 | | 415 | 1.282 | 1.28374651546392 | 1.28298 | 0.000766515463917532 | -0.00174651546391780 | | 416 | 1.286 | 1.28261929896907 | 1.2839 | -0.00128070103092784 | 0.00338070103092791 | | 417 | 1.288 | 1.28157888659794 | 1.28214 | -0.000561113402061862 | 0.00642111340206175 | | 418 | 1.2836 | 1.28035496907217 | 1.27982 | 0.000534969072164944 | 0.0032450309278349 | | 419 | 1.2711 | 1.27538032989691 | 1.27484 | 0.000540329896907229 | -0.00428032989690763 | | 420 | 1.2704 | 1.27026651546392 | 1.2695 | 0.000766515463917532 | 0.000133484536082085 | | 421 | 1.2611 | 1.26535929896907 | 1.26664 | -0.00128070103092784 | -0.00425929896907218 | | 422 | 1.2613 | 1.26611888659794 | 1.26668 | -0.000561113402061862 | -0.00481888659793839 | | 423 | 1.2693 | 1.26713496907217 | 1.2666 | 0.000534969072164944 | 0.00216503092783493 | | 424 | 1.2713 | 1.26852032989691 | 1.26798 | 0.000540329896907229 | 0.00277967010309266 | | 425 | 1.27 | 1.27248651546392 | 1.27172 | 0.000766515463917532 | -0.00248651546391776 | | 426 | 1.268 | 1.27293929896907 | 1.27422 | -0.00128070103092784 | -0.00493929896907219 | | 427 | 1.28 | 1.27607888659794 | 1.27664 | -0.000561113402061862 | 0.00392111340206180 | | 428 | 1.2818 | 1.28065496907217 | 1.28012 | 0.000534969072164944 | 0.00114503092783491 | | 429 | 1.2834 | 1.28194032989691 | 1.2814 | 0.000540329896907229 | 0.00145967010309267 | | 430 | 1.2874 | 1.28010651546392 | 1.27934 | 0.000766515463917532 | 0.00729348453608258 | | 431 | 1.2744 | 1.27599929896907 | 1.27728 | -0.00128070103092784 | -0.00159929896907207 | | 432 | 1.2697 | 1.27453888659794 | 1.2751 | -0.000561113402061862 | -0.0048388865979383 | | 433 | 1.2715 | 1.27417496907217 | 1.27364 | 0.000534969072164944 | -0.00267496907216502 | | 434 | 1.2725 | 1.27630032989691 | 1.27576 | 0.000540329896907229 | -0.00380032989690737 | | 435 | 1.2801 | 1.28236651546392 | 1.2816 | 0.000766515463917532 | -0.00226651546391765 | | 436 | 1.285 | 1.28757929896907 | 1.28886 | -0.00128070103092784 | -0.00257929896907205 | | 437 | 1.2989 | 1.29499888659794 | 1.29556 | -0.000561113402061862 | 0.00390111340206167 | | 438 | 1.3078 | 1.30155496907217 | 1.30102 | 0.000534969072164944 | 0.0062450309278348 | | 439 | 1.306 | 1.30696032989691 | 1.30642 | 0.000540329896907229 | -0.00096032989690742 | | 440 | 1.3074 | 1.31468651546392 | 1.31392 | 0.000766515463917532 | -0.0072865154639179 | | 441 | 1.312 | 1.31753929896907 | 1.31882 | -0.00128070103092784 | -0.00553929896907213 | | 442 | 1.3364 | 1.32529888659794 | 1.32586 | -0.000561113402061862 | 0.011101113402062 | | 443 | 1.3323 | 1.33445496907216 | 1.33392 | 0.000534969072164944 | -0.00215496907216495 | | 444 | 1.3412 | 1.34126032989691 | 1.34072 | 0.000540329896907229 | -6.03298969075183e-05 | | 445 | 1.3477 | 1.34642651546392 | 1.34566 | 0.000766515463917532 | 0.00127348453608223 | | 446 | 1.346 | 1.35087929896907 | 1.35216 | -0.00128070103092784 | -0.00487929896907202 | | 447 | 1.3611 | 1.35787888659794 | 1.35844 | -0.000561113402061862 | 0.00322111340206144 | | 448 | 1.3648 | 1.36353496907217 | 1.363 | 0.000534969072164944 | 0.00126503092783459 | | 449 | 1.3726 | 1.36994032989691 | 1.3694 | 0.000540329896907229 | 0.00265967010309254 | | 450 | 1.3705 | 1.37506651546392 | 1.3743 | 0.000766515463917532 | -0.00456651546391762 | | 451 | 1.378 | 1.37945929896907 | 1.38074 | -0.00128070103092784 | -0.00145929896907226 | | 452 | 1.3856 | 1.38313888659794 | 1.3837 | -0.000561113402061862 | 0.00246111340206157 | | 453 | 1.397 | 1.38885496907217 | 1.38832 | 0.000534969072164944 | 0.0081450309278348 | | 454 | 1.3874 | 1.38992032989691 | 1.38938 | 0.000540329896907229 | -0.00252032989690743 | | 455 | 1.3936 | 1.39218651546392 | 1.39142 | 0.000766515463917532 | 0.00141348453608225 | | 456 | 1.3833 | 1.39275929896907 | 1.39404 | -0.00128070103092784 | -0.00945929896907205 | | 457 | 1.3958 | 1.39777888659794 | 1.39834 | -0.000561113402061862 | -0.00197888659793866 | | 458 | 1.4101 | 1.39807496907217 | 1.39754 | 0.000534969072164944 | 0.0120250309278347 | | 459 | 1.4089 | 1.39860032989691 | 1.39806 | 0.000540329896907229 | 0.0102996701030926 | | 460 | 1.3896 | 1.39688651546392 | 1.39612 | 0.000766515463917532 | -0.00728651546391768 | | 461 | 1.3859 | 1.39313929896907 | 1.39442 | -0.00128070103092784 | -0.00723929896907238 | | 462 | 1.3861 | 1.39075888659794 | 1.39132 | -0.000561113402061862 | -0.00465888659793801 | | 463 | 1.4016 | 1.39455496907217 | 1.39402 | 0.000534969072164944 | 0.00704503092783493 | | 464 | 1.3934 | 1.39562032989691 | 1.39508 | 0.000540329896907229 | -0.00222032989690724 | | 465 | 1.4031 | 1.39468651546392 | 1.39392 | 0.000766515463917532 | 0.00841348453608237 | | 466 | 1.3912 | 1.38945929896907 | 1.39074 | -0.00128070103092784 | 0.00174070103092783 | | 467 | 1.3803 | 1.38863888659794 | 1.3892 | -0.000561113402061862 | -0.00833888659793836 | | 468 | 1.3857 | 1.38763496907216 | 1.3871 | 0.000534969072164944 | -0.00193496907216506 | | 469 | 1.3857 | 1.38976032989691 | 1.38922 | 0.000540329896907229 | -0.0040603298969073 | | 470 | 1.3926 | 1.39420651546392 | 1.39344 | 0.000766515463917532 | -0.00160651546391755 | | 471 | 1.4018 | 1.39989929896907 | 1.40118 | -0.00128070103092784 | 0.00190070103092776 | | 472 | 1.4014 | 1.40515888659794 | 1.40572 | -0.000561113402061862 | -0.00375888659793833 | | 473 | 1.4244 | 1.40607496907217 | 1.40554 | 0.000534969072164944 | 0.0183250309278351 | | 474 | 1.4084 | 1.40462032989691 | 1.40408 | 0.000540329896907229 | 0.00377967010309255 | | 475 | 1.3917 | 1.39996651546392 | 1.3992 | 0.000766515463917532 | -0.00826651546391788 | | 476 | 1.3945 | 1.38703929896907 | 1.38832 | -0.00128070103092784 | 0.00746070103092777 | | 477 | 1.377 | 1.38029888659794 | 1.38086 | -0.000561113402061862 | -0.00329888659793842 | | 478 | 1.37 | 1.37557496907217 | 1.37504 | 0.000534969072164944 | -0.00557496907216515 | | 479 | 1.3711 | 1.36892032989691 | 1.36838 | 0.000540329896907229 | 0.0021796701030925 | | 480 | 1.3626 | 1.36336651546392 | 1.3626 | 0.000766515463917532 | -0.000766515463917594 | | 481 | 1.3612 | 1.36025929896907 | 1.36154 | -0.00128070103092784 | 0.000940701030927693 | | 482 | 1.3481 | 1.36023888659794 | 1.3608 | -0.000561113402061862 | -0.0121388865979384 | | 483 | 1.3647 | 1.36175496907217 | 1.36122 | 0.000534969072164944 | 0.00294503092783494 | | 484 | 1.3674 | 1.35944032989691 | 1.3589 | 0.000540329896907229 | 0.00795967010309262 | | 485 | 1.3647 | 1.35682651546392 | 1.35606 | 0.000766515463917532 | 0.0078734845360826 | | 486 | 1.3496 | 1.34825929896907 | 1.34954 | -0.00128070103092784 | 0.00134070103092787 | | 487 | 1.3339 | 1.33999888659794 | 1.34056 | -0.000561113402061862 | -0.00609888659793811 | | 488 | 1.3321 | 1.33107496907217 | 1.33054 | 0.000534969072164944 | 0.00102503092783501 | | 489 | 1.3225 | 1.32112032989691 | 1.32058 | 0.000540329896907229 | 0.00137967010309259 | | 490 | 1.3146 | NA | NA | 0.000766515463917532 | NA | | 491 | 1.2998 | NA | NA | NA | NA |
| | | | Charts produced by software: |  | | http://www.freestatistics.org/blog/date/2010/Dec/14/t1292335037jld0szj9gib5kjw/145m41292334682.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/14/t1292335037jld0szj9gib5kjw/145m41292334682.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/14/t1292335037jld0szj9gib5kjw/245m41292334682.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/14/t1292335037jld0szj9gib5kjw/245m41292334682.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/14/t1292335037jld0szj9gib5kjw/3xxlp1292334682.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/14/t1292335037jld0szj9gib5kjw/3xxlp1292334682.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/14/t1292335037jld0szj9gib5kjw/4pok91292334682.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/14/t1292335037jld0szj9gib5kjw/4pok91292334682.ps (open in new window) |
| | | | Parameters (Session): | | par1 = additive ; par2 = 5 ; | | | | Parameters (R input): | | par1 = additive ; par2 = 5 ; | | | | R code (references can be found in the software module): | par2 <- as.numeric(par2)
x <- ts(x,freq=par2)
m <- decompose(x,type=par1)
m$figure
bitmap(file='test1.png')
plot(m)
dev.off()
mylagmax <- length(x)/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$trend),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$seasonal),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$random),na.action=na.pass,lag.max = mylagmax,main='Random')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
spectrum(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
spectrum(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
cpgram(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
cpgram(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Classical Decomposition by Moving Averages',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observations',header=TRUE)
a<-table.element(a,'Fit',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Random',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(m$trend)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
if (par1 == 'additive') a<-table.element(a,m$trend[i]+m$seasonal[i]) else a<-table.element(a,m$trend[i]*m$seasonal[i])
a<-table.element(a,m$trend[i])
a<-table.element(a,m$seasonal[i])
a<-table.element(a,m$random[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
| | |
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