| ws8dollarloess | | *The author of this computation has been verified* | | R Software Module: /rwasp_decomposeloess.wasp (opens new window with default values) | | Title produced by software: Decomposition by Loess | | Date of computation: Sun, 26 Dec 2010 01:45:13 +0000 | | | | Cite this page as follows: | | Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2010/Dec/26/t12933277834zo6zy7p4w0tbi8.htm/, Retrieved Sun, 26 Dec 2010 02:43:05 +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/26/t12933277834zo6zy7p4w0tbi8.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: |
| Seasonal Decomposition by Loess - Parameters | | Component | Window | Degree | Jump | | Seasonal | 4911 | 0 | 492 | | Trend | 9 | 1 | 1 | | Low-pass | 5 | 1 | 1 |
| Seasonal Decomposition by Loess - Time Series Components | | t | Observed | Fitted | Seasonal | Trend | Remainder | | 1 | 1.3866 | 1.40540095921826 | -0.00113370337040963 | 1.36893274415215 | 0.0188009592182585 | | 2 | 1.3582 | 1.35229328128065 | -0.000661951069204241 | 1.36476866978856 | -0.00590671871935422 | | 3 | 1.3332 | 1.30528568505444 | 0.000206617191424787 | 1.36090769775414 | -0.0279143149455603 | | 4 | 1.3595 | 1.36187317790029 | 0.00049989663556398 | 1.35662692546415 | 0.00237317790028957 | | 5 | 1.3617 | 1.36867452835229 | 0.00108914056305073 | 1.35363633108465 | 0.00697452835229506 | | 6 | 1.3684 | 1.38784283892511 | -0.00113370337040963 | 1.3500908644453 | 0.0194428389251076 | | 7 | 1.3394 | 1.33719343514027 | -0.000661951069204241 | 1.34226851592893 | -0.00220656485972581 | | 8 | 1.3262 | 1.32005571094747 | 0.000206617191424787 | 1.33213767186111 | -0.00614428905253273 | | 9 | 1.3173 | 1.31005416215921 | 0.00049989663556398 | 1.32404594120523 | -0.00724583784078914 | | 10 | 1.3085 | 1.29720797876927 | 0.00108914056305073 | 1.31870288066768 | -0.0112920212307261 | | 11 | 1.327 | 1.34157998621299 | -0.00113370337040963 | 1.31355371715742 | 0.0145799862129898 | | 12 | 1.3182 | 1.3283976410882 | -0.000661951069204241 | 1.30866430998101 | 0.0101976410881983 | | 13 | 1.293 | 1.28224155265874 | 0.000206617191424787 | 1.30355183014983 | -0.0107584473412561 | | 14 | 1.291 | 1.28450097025081 | 0.00049989663556398 | 1.29699913311363 | -0.00649902974918959 | | 15 | 1.2984 | 1.30182021722163 | 0.00108914056305073 | 1.29389064221532 | 0.00342021722163133 | | 16 | 1.2795 | 1.26306097697913 | -0.00113370337040963 | 1.29707272639128 | -0.0164390230208746 | | 17 | 1.299 | 1.29586316105715 | -0.000661951069204241 | 1.30279879001206 | -0.0031368389428521 | | 18 | 1.3174 | 1.32788838256878 | 0.000206617191424787 | 1.30670500023979 | 0.0104883825687807 | | 19 | 1.326 | 1.34472327168439 | 0.00049989663556398 | 1.30677683168004 | 0.0187232716843921 | | 20 | 1.3111 | 1.31879638038109 | 0.00108914056305073 | 1.30231447905585 | 0.00769638038109499 | | 21 | 1.2816 | 1.2693921279394 | -0.00113370337040963 | 1.29494157543101 | -0.0122078720605963 | | 22 | 1.276 | 1.26535425109004 | -0.000661951069204241 | 1.28730769997916 | -0.0106457489099565 | | 23 | 1.2849 | 1.28706109338196 | 0.000206617191424787 | 1.28253228942661 | 0.00216109338196335 | | 24 | 1.2818 | 1.2808483298402 | 0.00049989663556398 | 1.28225177352424 | -0.000951670159799356 | | 25 | 1.2829 | 1.27957171886177 | 0.00108914056305073 | 1.28513914057518 | -0.0033282811382298 | | 26 | 1.2796 | 1.27206232280572 | -0.00113370337040963 | 1.28827138056469 | -0.007537677194281 | | 27 | 1.3008 | 1.31175361886303 | -0.000661951069204241 | 1.29050833220617 | 0.0109536188630328 | | 28 | 1.2967 | 1.30183445238049 | 0.000206617191424787 | 1.29135893042808 | 0.0051344523804906 | | 29 | 1.2938 | 1.29686861386481 | 0.00049989663556398 | 1.29023148949962 | 0.00306861386481128 | | 30 | 1.2833 | 1.27942109255552 | 0.00108914056305073 | 1.28608976688143 | -0.00387890744447805 | | 31 | 1.2823 | 1.28581248978212 | -0.00113370337040963 | 1.27992121358829 | 0.00351248978211882 | | 32 | 1.2765 | 1.27961581484468 | -0.000661951069204241 | 1.27404613622452 | 0.00311581484467949 | | 33 | 1.2634 | 1.25687280772402 | 0.000206617191424787 | 1.26972057508455 | -0.00652719227597709 | | 34 | 1.2596 | 1.25195469981504 | 0.00049989663556398 | 1.26674540354939 | -0.00764530018495568 | | 35 | 1.2705 | 1.27321072914548 | 0.00108914056305073 | 1.26670013029147 | 0.00271072914547821 | | 36 | 1.2591 | 1.25001243433068 | -0.00113370337040963 | 1.26932126903973 | -0.0090875656693199 | | 37 | 1.2798 | 1.28770237679997 | -0.000661951069204241 | 1.27255957426923 | 0.00790237679997063 | | 38 | 1.2763 | 1.27766710918437 | 0.000206617191424787 | 1.27472627362421 | 0.00136710918437011 | | 39 | 1.2795 | 1.28378648908836 | 0.00049989663556398 | 1.27471361427608 | 0.00428648908835938 | | 40 | 1.2782 | 1.28329683841846 | 0.00108914056305073 | 1.27201402101849 | 0.0050968384184642 | | 41 | 1.2644 | 1.2617672405986 | -0.00113370337040963 | 1.26816646277181 | -0.00263275940139662 | | 42 | 1.2596 | 1.25609010761273 | -0.000661951069204241 | 1.26377184345647 | -0.00350989238726984 | | 43 | 1.2615 | 1.26249494176486 | 0.000206617191424787 | 1.26029844104372 | 0.00099494176485826 | | 44 | 1.2555 | 1.25131063736449 | 0.00049989663556398 | 1.25918946599995 | -0.00418936263551362 | | 45 | 1.2555 | 1.25017686171346 | 0.00108914056305073 | 1.25973399772349 | -0.00532313828654085 | | 46 | 1.2658 | 1.27027053588837 | -0.00113370337040963 | 1.26246316748204 | 0.00447053588837143 | | 47 | 1.2565 | 1.24680920503135 | -0.000661951069204241 | 1.26685274603785 | -0.00969079496865044 | | 48 | 1.2783 | 1.2847853581468 | 0.000206617191424787 | 1.27160802466177 | 0.00648535814680407 | | 49 | 1.2786 | 1.27922516683023 | 0.00049989663556398 | 1.2774749365342 | 0.000625166830231727 | | 50 | 1.2782 | 1.27098096434489 | 0.00108914056305073 | 1.28432989509206 | -0.00721903565510851 | | 51 | 1.2905 | 1.29207637592713 | -0.00113370337040963 | 1.29005732744328 | 0.00157637592712989 | | 52 | 1.3042 | 1.31063384742287 | -0.000661951069204241 | 1.29842810364633 | 0.00643384742286934 | | 53 | 1.2942 | 1.27620029773303 | 0.000206617191424787 | 1.31199308507555 | -0.0179997022669718 | | 54 | 1.313 | 1.29964253772518 | 0.00049989663556398 | 1.32585756563926 | -0.0133574622748209 | | 55 | 1.3671 | 1.39515678357263 | 0.00108914056305073 | 1.33795407586431 | 0.0280567835726346 | | 56 | 1.3549 | 1.36273699594179 | -0.00113370337040963 | 1.34819670742862 | 0.00783699594178544 | | 57 | 1.3558 | 1.35853123894674 | -0.000661951069204241 | 1.35373071212246 | 0.00273123894673954 | | 58 | 1.3507 | 1.34786142912745 | 0.000206617191424787 | 1.35333195368112 | -0.00283857087254624 | | 59 | 1.3494 | 1.34932407460628 | 0.00049989663556398 | 1.34897602875815 | -7.59253937165916e-05 | | 60 | 1.3607 | 1.37726052259794 | 0.00108914056305073 | 1.34305033683901 | 0.0165605225979371 | | 61 | 1.3295 | 1.32254151046868 | -0.00113370337040963 | 1.33759219290173 | -0.00695848953131972 | | 62 | 1.3193 | 1.30662144371354 | -0.000661951069204241 | 1.33264050735566 | -0.0126785562864551 | | 63 | 1.3308 | 1.33147860838585 | 0.000206617191424787 | 1.32991477442273 | 0.000678608385847879 | | 64 | 1.3246 | 1.31679050771517 | 0.00049989663556398 | 1.33190959564927 | -0.00780949228483019 | | 65 | 1.3392 | 1.34156848684666 | 0.00108914056305073 | 1.33574237259029 | 0.00236848684665514 | | 66 | 1.3425 | 1.34916856445964 | -0.00113370337040963 | 1.33696513891077 | 0.0066685644596407 | | 67 | 1.3496 | 1.36395319342362 | -0.000661951069204241 | 1.33590875764559 | 0.0143531934236156 | | 68 | 1.3255 | 1.31745295727881 | 0.000206617191424787 | 1.33334042552977 | -0.00804704272119183 | | 69 | 1.3231 | 1.31623304934118 | 0.00049989663556398 | 1.32946705402325 | -0.00686695065881815 | | 70 | 1.3273 | 1.3281304900293 | 0.00108914056305073 | 1.32538036940765 | 0.000830490029300135 | | 71 | 1.3276 | 1.33369411842097 | -0.00113370337040963 | 1.32263958494944 | 0.00609411842096619 | | 72 | 1.3173 | 1.31616883893011 | -0.000661951069204241 | 1.31909311213909 | -0.00113116106988698 | | 73 | 1.3196 | 1.32565854213626 | 0.000206617191424787 | 1.31333484067232 | 0.00605854213625934 | | 74 | 1.3058 | 1.30410623464142 | 0.00049989663556398 | 1.30699386872302 | -0.00169376535858112 | | 75 | 1.2966 | 1.29007300945527 | 0.00108914056305073 | 1.30203784998168 | -0.00652699054473094 | | 76 | 1.2932 | 1.28742082255319 | -0.00113370337040963 | 1.30011288081722 | -0.00577917744681278 | | 77 | 1.2947 | 1.28791300343929 | -0.000661951069204241 | 1.30214894762991 | -0.00678699656070925 | | 78 | 1.305 | 1.30438393080939 | 0.000206617191424787 | 1.30540945199918 | -0.000616069190606972 | | 79 | 1.3232 | 1.33738784067107 | 0.00049989663556398 | 1.30851226269336 | 0.0141878406710738 | | 80 | 1.3125 | 1.31112841051538 | 0.00108914056305073 | 1.31278244892157 | -0.00137158948461691 | | 81 | 1.2992 | 1.28316509510955 | -0.00113370337040963 | 1.31636860826086 | -0.0160349048904542 | | 82 | 1.3266 | 1.33490950327613 | -0.000661951069204241 | 1.31895244779307 | 0.00830950327613378 | | 83 | 1.3275 | 1.3312221878632 | 0.000206617191424787 | 1.32357119494538 | 0.00372218786319944 | | 84 | 1.3223 | 1.31539138885303 | 0.00049989663556398 | 1.32870871451141 | -0.00690861114697272 | | 85 | 1.3403 | 1.34751122741183 | 0.00108914056305073 | 1.33199963202512 | 0.00721122741183211 | | 86 | 1.3322 | 1.32988473975096 | -0.00113370337040963 | 1.33564896361945 | -0.00231526024903617 | | 87 | 1.3363 | 1.33211282214793 | -0.000661951069204241 | 1.34114912892128 | -0.00418717785207368 | | 88 | 1.3425 | 1.33753086514263 | 0.000206617191424787 | 1.34726251766595 | -0.00496913485737216 | | 89 | 1.3574 | 1.36120220010241 | 0.00049989663556398 | 1.35309790326203 | 0.00380220010241006 | | 90 | 1.3683 | 1.37819622001804 | 0.00108914056305073 | 1.35731463941891 | 0.00989622001804169 | | 91 | 1.3623 | 1.36699841613157 | -0.00113370337040963 | 1.35873528723884 | 0.00469841613156663 | | 92 | 1.3563 | 1.3556280251037 | -0.000661951069204241 | 1.35763392596551 | -0.000671974896301553 | | 93 | 1.3518 | 1.34688197460708 | 0.000206617191424787 | 1.35651140820149 | -0.00491802539291553 | | 94 | 1.3494 | 1.34049340090509 | 0.00049989663556398 | 1.35780670245934 | -0.00890659909490643 | | 95 | 1.3612 | 1.35871749840863 | 0.00108914056305073 | 1.36259336102832 | -0.00248250159137386 | | 96 | 1.369 | 1.36818644054012 | -0.00113370337040963 | 1.37094726283029 | -0.000813559459881485 | | 97 | 1.3771 | 1.37468143156366 | -0.000661951069204241 | 1.38018051950555 | -0.00241856843634469 | | 98 | 1.3972 | 1.4071506312572 | 0.000206617191424787 | 1.38704275155138 | 0.00995063125719509 | | 99 | 1.401 | 1.4104293329998 | 0.00049989663556398 | 1.39107077036464 | 0.00942933299980098 | | 100 | 1.3908 | 1.38738068180886 | 0.00108914056305073 | 1.39313017762809 | -0.00341931819114127 | | 101 | 1.3901 | 1.38594083446865 | -0.00113370337040963 | 1.39539286890176 | -0.00415916553135243 | | 102 | 1.3856 | 1.3720677568498 | -0.000661951069204241 | 1.3997941942194 | -0.0135322431502005 | | 103 | 1.4098 | 1.41322814526043 | 0.000206617191424787 | 1.40616523754814 | 0.003428145260431 | | 104 | 1.422 | 1.43098246727829 | 0.00049989663556398 | 1.41251763608615 | 0.00898246727828567 | | 105 | 1.4238 | 1.42967765308439 | 0.00108914056305073 | 1.41683320635256 | 0.0058776530843867 | | 106 | 1.4207 | 1.4255980193644 | -0.00113370337040963 | 1.41693568400601 | 0.0048980193644006 | | 107 | 1.4095 | 1.40742013933497 | -0.000661951069204241 | 1.41224181173424 | -0.00207986066503407 | | 108 | 1.4177 | 1.42836197079764 | 0.000206617191424787 | 1.40683141201093 | 0.010661970797645 | | 109 | 1.3866 | 1.36925066523929 | 0.00049989663556398 | 1.40344943812514 | -0.017349334760707 | | 110 | 1.3959 | 1.38975058791204 | 0.00108914056305073 | 1.40096027152491 | -0.00614941208795727 | | 111 | 1.4102 | 1.42255628059027 | -0.00113370337040963 | 1.39897742278013 | 0.012356280590275 | | 112 | 1.3969 | 1.39668997977123 | -0.000661951069204241 | 1.39777197129798 | -0.000210020228771812 | | 113 | 1.4004 | 1.4051894309638 | 0.000206617191424787 | 1.39540395184478 | 0.00478943096379503 | | 114 | 1.385 | 1.37762854037535 | 0.00049989663556398 | 1.39187156298908 | -0.0073714596246488 | | 115 | 1.389 | 1.38719686276288 | 0.00108914056305073 | 1.38971399667407 | -0.00180313723711989 | | 116 | 1.384 | 1.38019922071991 | -0.00113370337040963 | 1.38893448265049 | -0.00380077928008538 | | 117 | 1.392 | 1.39540400325029 | -0.000661951069204241 | 1.38925794781891 | 0.00340400325029 | | 118 | 1.3932 | 1.39520218850164 | 0.000206617191424787 | 1.39099119430693 | 0.00200218850164124 | | 119 | 1.3858 | 1.37771170784514 | 0.00049989663556398 | 1.3933883955193 | -0.00808829215485973 | | 120 | 1.3978 | 1.39911507499147 | 0.00108914056305073 | 1.39539578444548 | 0.00131507499147276 | | 121 | 1.4029 | 1.40867735161724 | -0.00113370337040963 | 1.39825635175317 | 0.00577735161723503 | | 122 | 1.394 | 1.38685897674812 | -0.000661951069204241 | 1.40180297432108 | -0.00714102325187915 | | 123 | 1.4096 | 1.41430084022903 | 0.000206617191424787 | 1.40469254257954 | 0.00470084022903361 | | 124 | 1.4058 | 1.40430865859679 | 0.00049989663556398 | 1.40679144476765 | -0.0014913414032145 | | 125 | 1.4134 | 1.41778548680254 | 0.00108914056305073 | 1.40792537263441 | 0.00438548680253992 | | 126 | 1.4096 | 1.41353070016785 | -0.00113370337040963 | 1.40680300320256 | 0.0039307001678508 | | 127 | 1.4049 | 1.40643632984515 | -0.000661951069204241 | 1.40402562122405 | 0.00153632984515339 | | 128 | 1.4009 | 1.40070516361935 | 0.000206617191424787 | 1.40088821918923 | -0.000194836380649877 | | 129 | 1.3897 | 1.38095081801241 | 0.00049989663556398 | 1.39794928535202 | -0.00874918198758534 | | 130 | 1.4019 | 1.4067014758229 | 0.00108914056305073 | 1.39600938361405 | 0.00480147582290313 | | 131 | 1.3901 | 1.38624667400906 | -0.00113370337040963 | 1.39508702936135 | -0.00385332599094457 | | 132 | 1.399 | 1.40346939420089 | -0.000661951069204241 | 1.39519255686832 | 0.00446939420088732 | | 133 | 1.3901 | 1.38396411362396 | 0.000206617191424787 | 1.39602926918462 | -0.00613588637604434 | | 134 | 1.3975 | 1.39603143101949 | 0.00049989663556398 | 1.39846867234495 | -0.00146856898051206 | | 135 | 1.3991 | 1.39522573640938 | 0.00108914056305073 | 1.40188512302757 | -0.00387426359061771 | | 136 | 1.4089 | 1.41306564848577 | -0.00113370337040963 | 1.40586805488464 | 0.00416564848576817 | | 137 | 1.413 | 1.41630181325247 | -0.000661951069204241 | 1.41036013781674 | 0.00330181325246603 | | 138 | 1.409 | 1.40344219983145 | 0.000206617191424787 | 1.41435118297713 | -0.00555780016855034 | | 139 | 1.4217 | 1.42584815990307 | 0.00049989663556398 | 1.41705194346137 | 0.0041481599030686 | | 140 | 1.4223 | 1.42421990478133 | 0.00108914056305073 | 1.41929095465562 | 0.00191990478132964 | | 141 | 1.4191 | 1.41796731112886 | -0.00113370337040963 | 1.42136639224155 | -0.00113268887114137 | | 142 | 1.4229 | 1.42390611814967 | -0.000661951069204241 | 1.42255583291954 | 0.00100611814966589 | | 143 | 1.4227 | 1.42261170816121 | 0.000206617191424787 | 1.42258167464736 | -8.82918387883347e-05 | | 144 | 1.4269 | 1.43231761809642 | 0.00049989663556398 | 1.42098248526802 | 0.00541761809641494 | | 145 | 1.4229 | 1.42653297211078 | 0.00108914056305073 | 1.41817788732617 | 0.0036329721107804 | | 146 | 1.4104 | 1.40576585360823 | -0.00113370337040963 | 1.41616784976218 | -0.00463414639176807 | | 147 | 1.4053 | 1.39468547606075 | -0.000661951069204241 | 1.41657647500845 | -0.0106145239392452 | | 148 | 1.4138 | 1.40737118138985 | 0.000206617191424787 | 1.42002220141872 | -0.00642881861014799 | | 149 | 1.4303 | 1.43418697511885 | 0.00049989663556398 | 1.42591312824559 | 0.00388697511884573 | | 150 | 1.4384 | 1.44371422468591 | 0.00108914056305073 | 1.43199663475104 | 0.00531422468590592 | | 151 | 1.441 | 1.44778165614213 | -0.00113370337040963 | 1.43535204722828 | 0.00678165614213366 | | 152 | 1.437 | 1.44042481803475 | -0.000661951069204241 | 1.43423713303446 | 0.00342481803474914 | | 153 | 1.4357 | 1.44108138784009 | 0.000206617191424787 | 1.43011199496848 | 0.00538138784009035 | | 154 | 1.4202 | 1.41407789957428 | 0.00049989663556398 | 1.42582220379015 | -0.00612210042571526 | | 155 | 1.4166 | 1.40872569583631 | 0.00108914056305073 | 1.42338516360064 | -0.00787430416369173 | | 156 | 1.417 | 1.41303276839569 | -0.00113370337040963 | 1.42210093497472 | -0.00396723160431245 | | 157 | 1.4293 | 1.43864643180206 | -0.000661951069204241 | 1.42061551926714 | 0.00934643180206152 | | 158 | 1.4294 | 1.43966187786524 | 0.000206617191424787 | 1.41893150494333 | 0.010261877865243 | | 159 | 1.4072 | 1.39667884875856 | 0.00049989663556398 | 1.41722125460587 | -0.0105211512414372 | | 160 | 1.4101 | 1.40280268589719 | 0.00108914056305073 | 1.41630817353976 | -0.00729731410280765 | | 161 | 1.4112 | 1.40562653715546 | -0.00113370337040963 | 1.41790716621495 | -0.00557346284453852 | | 162 | 1.4243 | 1.42710153207224 | -0.000661951069204241 | 1.42216041899697 | 0.00280153207223544 | | 163 | 1.433 | 1.43917453472609 | 0.000206617191424787 | 1.42661884808248 | 0.0061745347260922 | | 164 | 1.4323 | 1.43470744468594 | 0.00049989663556398 | 1.42939265867849 | 0.00240744468594389 | | 165 | 1.4324 | 1.43335651909624 | 0.00108914056305073 | 1.43035434034071 | 0.000956519096235509 | | 166 | 1.427 | 1.42465457544312 | -0.00113370337040963 | 1.43047912792729 | -0.00234542455688458 | | 167 | 1.4268 | 1.42411850070333 | -0.000661951069204241 | 1.43014345036588 | -0.00268149929667461 | | 168 | 1.4364 | 1.4429150562303 | 0.000206617191424787 | 1.42967832657828 | 0.00651505623029935 | | 169 | 1.4272 | 1.42453721901988 | 0.00049989663556398 | 1.42936288434456 | -0.00266278098012074 | | 170 | 1.4314 | 1.43251222613869 | 0.00108914056305073 | 1.42919863329826 | 0.00111222613868689 | | 171 | 1.422 | 1.4163885323528 | -0.00113370337040963 | 1.42874517101761 | -0.005611467647197 | | 172 | 1.4335 | 1.43805715176805 | -0.000661951069204241 | 1.42960479930116 | 0.00455715176804894 | | 173 | 1.4262 | 1.4193498631007 | 0.000206617191424787 | 1.43284351970788 | -0.00685013689930258 | | 174 | 1.433 | 1.42771066016975 | 0.00049989663556398 | 1.43778944319468 | -0.00528933983024582 | | 175 | 1.4473 | 1.45024585577757 | 0.00108914056305073 | 1.44326500365938 | 0.00294585577756745 | | 176 | 1.4522 | 1.45650007517133 | -0.00113370337040963 | 1.44903362819908 | 0.00430007517133357 | | 177 | 1.4545 | 1.45601994111012 | -0.000661951069204241 | 1.45364200995909 | 0.00151994111011766 | | 178 | 1.4594 | 1.46186276799081 | 0.000206617191424787 | 1.45673061481776 | 0.00246276799081313 | | 179 | 1.4561 | 1.45210583734339 | 0.00049989663556398 | 1.45959426602105 | -0.00399416265661023 | | 180 | 1.4611 | 1.45849366827814 | 0.00108914056305073 | 1.46261719115881 | -0.00260633172185565 | | 181 | 1.4671 | 1.47007365971608 | -0.00113370337040963 | 1.46526004365433 | 0.00297365971607522 | | 182 | 1.4712 | 1.47539914812919 | -0.000661951069204241 | 1.46766280294001 | 0.00419914812919031 | | 183 | 1.4705 | 1.47059365685493 | 0.000206617191424787 | 1.47019972595365 | 9.36568549285699e-05 | | 184 | 1.4658 | 1.45876094803563 | 0.00049989663556398 | 1.4723391553288 | -0.00703905196436683 | | 185 | 1.478 | 1.48138003257757 | 0.00108914056305073 | 1.47353082685938 | 0.00338003257757147 | | 186 | 1.4783 | 1.48409959284195 | -0.00113370337040963 | 1.47363411052846 | 0.0057995928419543 | | 187 | 1.4768 | 1.48203696076773 | -0.000661951069204241 | 1.47222499030147 | 0.00523696076773494 | | 188 | 1.467 | 1.46496034104263 | 0.000206617191424787 | 1.46883304176595 | -0.00203965895737346 | | 189 | 1.465 | 1.46451109320337 | 0.00049989663556398 | 1.46498901016107 | -0.000488906796631827 | | 190 | 1.4549 | 1.44734895300257 | 0.00108914056305073 | 1.46136190643438 | -0.00755104699742759 | | 191 | 1.4643 | 1.47091538541517 | -0.00113370337040963 | 1.45881831795524 | 0.00661538541517204 | | 192 | 1.4539 | 1.44994107591802 | -0.000661951069204241 | 1.45852087515119 | -0.00395892408198151 | | 193 | 1.4537 | 1.44691745161346 | 0.000206617191424787 | 1.46027593119512 | -0.00678254838654002 | | 194 | 1.4616 | 1.4598444751983 | 0.00049989663556398 | 1.46285562816613 | -0.00175552480169583 | | 195 | 1.4722 | 1.47661691489695 | 0.00108914056305073 | 1.46669394454 | 0.00441691489694684 | | 196 | 1.4694 | 1.46918860092068 | -0.00113370337040963 | 1.47074510244973 | -0.000211399079316443 | | 197 | 1.4763 | 1.47936774452672 | -0.000661951069204241 | 1.47389420654249 | 0.00306774452671732 | | 198 | 1.475 | 1.4729519967072 | 0.000206617191424787 | 1.47684138610137 | -0.00204800329279853 | | 199 | 1.4765 | 1.4725463787149 | 0.00049989663556398 | 1.47995372464953 | -0.00395362128509658 | | 200 | 1.4864 | 1.48906684317854 | 0.00108914056305073 | 1.48264401625841 | 0.00266684317854016 | | 201 | 1.4881 | 1.49215084156334 | -0.00113370337040963 | 1.48518286180707 | 0.00405084156333935 | | 202 | 1.4864 | 1.485757394788 | -0.000661951069204241 | 1.4877045562812 | -0.000642605211999214 | | 203 | 1.4869 | 1.48394658867378 | 0.000206617191424787 | 1.48964679413479 | -0.00295341132621796 | | 204 | 1.4918 | 1.49180754517381 | 0.00049989663556398 | 1.49129255819063 | 7.54517380663344e-06 | | 205 | 1.4971 | 1.49944792979714 | 0.00108914056305073 | 1.49366292963981 | 0.00234792979714382 | | 206 | 1.4921 | 1.4889736281832 | -0.00113370337040963 | 1.49636007518721 | -0.00312637181680397 | | 207 | 1.5 | 1.50285057203698 | -0.000661951069204241 | 1.49781137903223 | 0.00285057203697581 | | 208 | 1.502 | 1.50695465917468 | 0.000206617191424787 | 1.4968387236339 | 0.00495465917467652 | | 209 | 1.5019 | 1.50943367430896 | 0.00049989663556398 | 1.49386642905548 | 0.00753367430895624 | | 210 | 1.4874 | 1.4840936996166 | 0.00108914056305073 | 1.48961715982035 | -0.00330630038339907 | | 211 | 1.4785 | 1.47318948578898 | -0.00113370337040963 | 1.48494421758143 | -0.00531051421102058 | | 212 | 1.4788 | 1.47780589177148 | -0.000661951069204241 | 1.48045605929773 | -0.000994108228520973 | | 213 | 1.48 | 1.48274341846099 | 0.000206617191424787 | 1.47704996434758 | 0.00274341846099335 | | 214 | 1.4772 | 1.47798782037892 | 0.00049989663556398 | 1.47591228298552 | 0.000787820378915338 | | 215 | 1.4658 | 1.45379695476669 | 0.00108914056305073 | 1.47671390467026 | -0.0120030452333131 | | 216 | 1.4761 | 1.47443521589801 | -0.00113370337040963 | 1.4788984874724 | -0.00166478410199389 | | 217 | 1.4867 | 1.49092239035706 | -0.000661951069204241 | 1.48313956071214 | 0.0042223903570624 | | 218 | 1.4862 | 1.48345972299022 | 0.000206617191424787 | 1.48873365981836 | -0.00274027700978086 | | 219 | 1.4984 | 1.50293556246987 | 0.00049989663556398 | 1.49336454089457 | 0.00453556246986886 | | 220 | 1.4966 | 1.49665968425607 | 0.00108914056305073 | 1.49545117518087 | 5.96842560749433e-05 | | 221 | 1.5037 | 1.51287647415379 | -0.00113370337040963 | 1.49565722921662 | 0.00917647415378608 | | 222 | 1.4922 | 1.49024836887969 | -0.000661951069204241 | 1.49481358218952 | -0.00195163112031205 | | 223 | 1.4868 | 1.48016404646286 | 0.000206617191424787 | 1.49322933634572 | -0.00663595353714475 | | 224 | 1.4965 | 1.50075178064201 | 0.00049989663556398 | 1.49174832272243 | 0.00425178064200971 | | 225 | 1.4875 | 1.48321908835873 | 0.00108914056305073 | 1.49069177107822 | -0.00428091164127498 | | 226 | 1.4957 | 1.50269376428705 | -0.00113370337040963 | 1.48983993908336 | 0.00699376428704768 | | 227 | 1.4863 | 1.48341866627262 | -0.000661951069204241 | 1.48984328479658 | -0.00288133372737631 | | 228 | 1.4815 | 1.47151212458655 | 0.000206617191424787 | 1.49128125822202 | -0.00998787541344548 | | 229 | 1.4968 | 1.49894078350861 | 0.00049989663556398 | 1.49415931985582 | 0.00214078350861246 | | 230 | 1.4969 | 1.49491104447096 | 0.00108914056305073 | 1.49779981496599 | -0.00198895552903644 | | 231 | 1.5083 | 1.51741768140339 | -0.00113370337040963 | 1.50031602196702 | 0.00911768140339086 | | 232 | 1.5071 | 1.5132120432292 | -0.000661951069204241 | 1.50164990784001 | 0.00611204322919923 | | 233 | 1.4918 | 1.48071525458813 | 0.000206617191424787 | 1.50267812822044 | -0.0110847454118692 | | 234 | 1.5023 | 1.50063458956527 | 0.00049989663556398 | 1.50346551379917 | -0.00166541043473134 | | 235 | 1.5074 | 1.5086788106914 | 0.00108914056305073 | 1.50503204874555 | 0.00127881069140323 | | 236 | 1.509 | 1.51308768034881 | -0.00113370337040963 | 1.5060460230216 | 0.00408768034881213 | | 237 | 1.512 | 1.52163839457776 | -0.000661951069204241 | 1.50302355649144 | 0.00963839457776117 | | 238 | 1.5068 | 1.51646811589819 | 0.000206617191424787 | 1.49692526691038 | 0.00966811589819505 | | 239 | 1.4787 | 1.46715862605124 | 0.00049989663556398 | 1.4897414773132 | -0.0115413739487615 | | 240 | 1.4774 | 1.47120052265987 | 0.00108914056305073 | 1.48251033677708 | -0.00619947734013437 | | 241 | 1.4768 | 1.4777052292129 | -0.00113370337040963 | 1.47702847415751 | 0.000905229212901482 | | 242 | 1.473 | 1.47340052420973 | -0.000661951069204241 | 1.47326142685948 | 0.000400524209726916 | | 243 | 1.4757 | 1.48203046043809 | 0.000206617191424787 | 1.46916292237049 | 0.0063304604380896 | | 244 | 1.4647 | 1.46497878330351 | 0.00049989663556398 | 1.46392132006093 | 0.000278783303505836 | | 245 | 1.4541 | 1.45025996981572 | 0.00108914056305073 | 1.45685088962123 | -0.00384003018427936 | | 246 | 1.456 | 1.46391161667769 | -0.00113370337040963 | 1.44922208669272 | 0.0079116166776878 | | 247 | 1.4343 | 1.42635650274882 | -0.000661951069204241 | 1.44290544832039 | -0.00794349725118382 | | 248 | 1.4337 | 1.42975309107188 | 0.000206617191424787 | 1.43744029173669 | -0.00394690892811878 | | 249 | 1.4368 | 1.43957603147624 | 0.00049989663556398 | 1.4335240718882 | 0.0027760314762395 | | 250 | 1.4279 | 1.42170933264327 | 0.00108914056305073 | 1.43300152679368 | -0.00619066735672869 | | 251 | 1.4276 | 1.42203168551254 | -0.00113370337040963 | 1.43430201785787 | -0.00556831448746298 | | 252 | 1.4398 | 1.44438102775244 | -0.000661951069204241 | 1.43588092331677 | 0.00458102775243896 | | 253 | 1.4405 | 1.44321877532214 | 0.000206617191424787 | 1.43757460748643 | 0.00271877532214182 | | 254 | 1.4433 | 1.44710646675507 | 0.00049989663556398 | 1.43899363660936 | 0.00380646675507301 | | 255 | 1.4338 | 1.42698573642323 | 0.00108914056305073 | 1.43952512301372 | -0.00681426357677206 | | 256 | 1.4406 | 1.44278511267847 | -0.00113370337040963 | 1.43954859069194 | 0.00218511267846999 | | 257 | 1.4389 | 1.43955544837468 | -0.000661951069204241 | 1.43890650269453 | 0.000655448374677903 | | 258 | 1.4442 | 1.4506347603686 | 0.000206617191424787 | 1.43755862243998 | 0.00643476036859902 | | 259 | 1.435 | 1.43316700881903 | 0.00049989663556398 | 1.43633309454541 | -0.00183299118097402 | | 260 | 1.4304 | 1.42269607921746 | 0.00108914056305073 | 1.43701478021949 | -0.00770392078254423 | | 261 | 1.4273 | 1.41648756106313 | -0.00113370337040963 | 1.43924614230728 | -0.0108124389368707 | | 262 | 1.4528 | 1.46329021254997 | -0.000661951069204241 | 1.44297173851924 | 0.0104902125499668 | | 263 | 1.4481 | 1.44935991080851 | 0.000206617191424787 | 1.44663347200006 | 0.00125991080851118 | | 264 | 1.4563 | 1.46436949828727 | 0.00049989663556398 | 1.44773060507716 | 0.00806949828727399 | | 265 | 1.4486 | 1.45070276989804 | 0.00108914056305073 | 1.44540808953891 | 0.00210276989804292 | | 266 | 1.4374 | 1.43551010730945 | -0.00113370337040963 | 1.44042359606096 | -0.00188989269054773 | | 267 | 1.4369 | 1.44147151806292 | -0.000661951069204241 | 1.43299043300629 | 0.004571518062918 | | 268 | 1.4279 | 1.43034169440548 | 0.000206617191424787 | 1.42525168840309 | 0.00244169440548281 | | 269 | 1.4132 | 1.40655621003189 | 0.00049989663556398 | 1.41934389333254 | -0.00664378996810755 | | 270 | 1.4064 | 1.39674422468329 | 0.00108914056305073 | 1.41496663475366 | -0.00965577531671191 | | 271 | 1.4135 | 1.4161691467858 | -0.00113370337040963 | 1.41196455658461 | 0.00266914678580243 | | 272 | 1.4151 | 1.42052495728612 | -0.000661951069204241 | 1.41033699378309 | 0.00542495728611692 | | 273 | 1.4085 | 1.40830957502775 | 0.000206617191424787 | 1.40848380778083 | -0.000190424972250192 | | 274 | 1.4072 | 1.40876588214122 | 0.00049989663556398 | 1.40513422122322 | 0.00156588214121989 | | 275 | 1.3999 | 1.39763198940551 | 0.00108914056305073 | 1.40107887003144 | -0.002268010594491 | | 276 | 1.3966 | 1.39643584306472 | -0.00113370337040963 | 1.39789786030569 | -0.000164156935275939 | | 277 | 1.3913 | 1.38768182232609 | -0.000661951069204241 | 1.39558012874311 | -0.00361817767390793 | | 278 | 1.3937 | 1.39467197389865 | 0.000206617191424787 | 1.39252140890993 | 0.000971973898648448 | | 279 | 1.3984 | 1.40835337608766 | 0.00049989663556398 | 1.38794672727678 | 0.00995337608765978 | | 280 | 1.3847 | 1.38529472029433 | 0.00108914056305073 | 1.38301613914262 | 0.000594720294331941 | | 281 | 1.3691 | 1.36086346967154 | -0.00113370337040963 | 1.37847023369887 | -0.00823653032845884 | | 282 | 1.3675 | 1.36115131603176 | -0.000661951069204241 | 1.37451063503744 | -0.00634868396823629 | | 283 | 1.376 | 1.37998344412097 | 0.000206617191424787 | 1.3718099386876 | 0.00398344412097318 | | 284 | 1.374 | 1.37770869109741 | 0.00049989663556398 | 1.36979141226703 | 0.0037086910974069 | | 285 | 1.3718 | 1.37474752853075 | 0.00108914056305073 | 1.3677633309062 | 0.00294752853074809 | | 286 | 1.3572 | 1.349614985127 | -0.00113370337040963 | 1.36591871824341 | -0.0075850148729979 | | 287 | 1.3607 | 1.35746735198061 | -0.000661951069204241 | 1.36459459908859 | -0.00323264801938583 | | 288 | 1.3649 | 1.36652884282065 | 0.000206617191424787 | 1.36306453998793 | 0.00162884282064701 | | 289 | 1.3726 | 1.38276998951479 | 0.00049989663556398 | 1.36193011384964 | 0.0101699895147944 | | 290 | 1.3567 | 1.35109894087195 | 0.00108914056305073 | 1.361211918565 | -0.00560105912804576 | | 291 | 1.3519 | 1.34532826275096 | -0.00113370337040963 | 1.35960544061945 | -0.00657173724903815 | | 292 | 1.3626 | 1.36858462651172 | -0.000661951069204241 | 1.35727732455748 | 0.00598462651172182 | | 293 | 1.3577 | 1.35928677848187 | 0.000206617191424787 | 1.35590660432671 | 0.0015867784818675 | | 294 | 1.3547 | 1.35355048406381 | 0.00049989663556398 | 1.35534961930062 | -0.0011495159361854 | | 295 | 1.3489 | 1.34235957573649 | 0.00108914056305073 | 1.35435128370046 | -0.00654042426351031 | | 296 | 1.357 | 1.36102745193392 | -0.00113370337040963 | 1.35410625143648 | 0.00402745193392473 | | 297 | 1.3525 | 1.34988001774912 | -0.000661951069204241 | 1.35578193332008 | -0.00261998225088056 | | 298 | 1.3548 | 1.3512068456801 | 0.000206617191424787 | 1.35818653712848 | -0.00359315431990437 | | 299 | 1.3641 | 1.36773716230431 | 0.00049989663556398 | 1.35996294106012 | 0.00363716230431366 | | 300 | 1.3668 | 1.37093723925487 | 0.00108914056305073 | 1.36157362018208 | 0.00413723925486709 | | 301 | 1.3582 | 1.35542516603012 | -0.00113370337040963 | 1.36210853734029 | -0.00277483396987721 | | 302 | 1.3662 | 1.37140567695362 | -0.000661951069204241 | 1.36165627411559 | 0.00520567695361551 | | 303 | 1.3557 | 1.34910684440479 | 0.000206617191424787 | 1.36208653840378 | -0.00659315559520546 | | 304 | 1.361 | 1.35739183209223 | 0.00049989663556398 | 1.36410827127221 | -0.00360816790777463 | | 305 | 1.3657 | 1.36383070082984 | 0.00108914056305073 | 1.36648015860711 | -0.00186929917015854 | | 306 | 1.3765 | 1.38481945636754 | -0.00113370337040963 | 1.36931424700287 | 0.00831945636753728 | | 307 | 1.3705 | 1.37005911304867 | -0.000661951069204241 | 1.37160283802054 | -0.000440886951334374 | | 308 | 1.3723 | 1.37309605340365 | 0.000206617191424787 | 1.37129732940492 | 0.000796053403651076 | | 309 | 1.3756 | 1.38269066187342 | 0.00049989663556398 | 1.36800944149102 | 0.00709066187342011 | | 310 | 1.366 | 1.36748179220652 | 0.00108914056305073 | 1.36342906723043 | 0.001481792206524 | | 311 | 1.3548 | 1.35274635024667 | -0.00113370337040963 | 1.35798735312373 | -0.00205364975332523 | | 312 | 1.3471 | 1.34363285247536 | -0.000661951069204241 | 1.35122909859385 | -0.00346714752464106 | | 313 | 1.3519 | 1.35845143781262 | 0.000206617191424787 | 1.34514194499595 | 0.00655143781262435 | | 314 | 1.3338 | 1.3256742487621 | 0.00049989663556398 | 1.34142585460234 | -0.00812575123790205 | | 315 | 1.3356 | 1.32993901936462 | 0.00108914056305073 | 1.34017184007233 | -0.00566098063538223 | | 316 | 1.3353 | 1.33105232158536 | -0.00113370337040963 | 1.34068138178505 | -0.00424767841463991 | | 317 | 1.3471 | 1.35204066839023 | -0.000661951069204241 | 1.34282128267898 | 0.00494066839022778 | | 318 | 1.3482 | 1.35123577323808 | 0.000206617191424787 | 1.34495760957049 | 0.00303577323808124 | | 319 | 1.3479 | 1.35002543724975 | 0.00049989663556398 | 1.34527466611468 | 0.00212543724975367 | | 320 | 1.3468 | 1.34933897407084 | 0.00108914056305073 | 1.34317188536611 | 0.00253897407083592 | | 321 | 1.3396 | 1.34031644537355 | -0.00113370337040963 | 1.34001725799686 | 0.000716445373550867 | | 322 | 1.334 | 1.3302895247109 | -0.000661951069204241 | 1.3383724263583 | -0.00371047528909974 | | 323 | 1.3296 | 1.31914170219189 | 0.000206617191424787 | 1.33985168061668 | -0.0104582978081078 | | 324 | 1.3384 | 1.33236023259168 | 0.00049989663556398 | 1.34393987077276 | -0.00603976740832302 | | 325 | 1.3585 | 1.36654594776656 | 0.00108914056305073 | 1.34936491167039 | 0.00804594776656331 | | 326 | 1.3583 | 1.36354628185281 | -0.00113370337040963 | 1.3541874215176 | 0.00524628185280562 | | 327 | 1.3615 | 1.36756089086054 | -0.000661951069204241 | 1.35610106020866 | 0.00606089086054484 | | 328 | 1.3544 | 1.35404633963188 | 0.000206617191424787 | 1.3545470431767 | -0.000353660368123121 | | 329 | 1.3535 | 1.35500230079707 | 0.00049989663556398 | 1.35149780256736 | 0.00150230079707492 | | 330 | 1.3432 | 1.33775748238546 | 0.00108914056305073 | 1.34755337705149 | -0.0054425176145434 | | 331 | 1.3486 | 1.35505068928177 | -0.00113370337040963 | 1.34328301408864 | 0.00645068928176618 | | 332 | 1.3373 | 1.33588283415363 | -0.000661951069204241 | 1.33937911691557 | -0.00141716584636997 | | 333 | 1.3339 | 1.33152443333046 | 0.000206617191424787 | 1.33606894947811 | -0.00237556666953598 | | 334 | 1.3311 | 1.32881082133607 | 0.00049989663556398 | 1.33288928202836 | -0.00228917866392808 | | 335 | 1.3321 | 1.33276724589593 | 0.00108914056305073 | 1.33034361354102 | 0.000667245895931812 | | 336 | 1.329 | 1.33027613244077 | -0.00113370337040963 | 1.32885757092964 | 0.00127613244077085 | | 337 | 1.3245 | 1.32161487626329 | -0.000661951069204241 | 1.32804707480592 | -0.0028851237367129 | | 338 | 1.3256 | 1.3246022982626 | 0.000206617191424787 | 1.32639108454598 | -0.000997701737404766 | | 339 | 1.3315 | 1.3398534085672 | 0.00049989663556398 | 1.32264669479724 | 0.00835340856719968 | | 340 | 1.3238 | 1.3305933702005 | 0.00108914056305073 | 1.31591748923645 | 0.00679337020049564 | | 341 | 1.3089 | 1.3130379037788 | -0.00113370337040963 | 1.30589579959161 | 0.00413790377879786 | | 342 | 1.2924 | 1.28989882481495 | -0.000661951069204241 | 1.29556312625425 | -0.002501175185045 | | 343 | 1.2727 | 1.25730857830994 | 0.000206617191424787 | 1.28788480449863 | -0.0153914216900586 | | 344 | 1.2746 | 1.26688173423899 | 0.00049989663556398 | 1.28181836912544 | -0.00771826576100532 | | 345 | 1.2969 | 1.31536923610351 | 0.00108914056305073 | 1.27734162333344 | 0.0184692361035104 | | 346 | 1.2698 | 1.26722619391535 | -0.00113370337040963 | 1.27350750945506 | -0.00257380608464763 | | 347 | 1.2686 | 1.27088342097573 | -0.000661951069204241 | 1.26697853009347 | 0.00228342097572942 | | 348 | 1.2587 | 1.2593201217968 | 0.000206617191424787 | 1.25787326101177 | 0.000620121796802264 | | 349 | 1.2492 | 1.2479156028257 | 0.00049989663556398 | 1.24998450053874 | -0.0012843971743024 | | 350 | 1.2349 | 1.22561975033675 | 0.00108914056305073 | 1.2430911091002 | -0.00928024966324736 | | 351 | 1.2428 | 1.24826994176592 | -0.00113370337040963 | 1.23846376160449 | 0.00546994176592142 | | 352 | 1.227 | 1.21732995695092 | -0.000661951069204241 | 1.23733199411828 | -0.00967004304907793 | | 353 | 1.2334 | 1.22982401407883 | 0.000206617191424787 | 1.23676936872974 | -0.00357598592116815 | | 354 | 1.2497 | 1.26372977708192 | 0.00049989663556398 | 1.23517032628251 | 0.0140297770819229 | | 355 | 1.236 | 1.23685687938622 | 0.00108914056305073 | 1.23405398005073 | 0.00085687938622403 | | 356 | 1.2223 | 1.21326049075514 | -0.00113370337040963 | 1.23247321261527 | -0.00903950924486319 | | 357 | 1.2309 | 1.23180887618031 | -0.000661951069204241 | 1.23065307488889 | 0.000908876180311768 | | 358 | 1.2255 | 1.22121949732084 | 0.000206617191424787 | 1.22957388548773 | -0.00428050267915903 | | 359 | 1.2384 | 1.24793882076263 | 0.00049989663556398 | 1.2283612826018 | 0.00953882076263457 | | 360 | 1.2307 | 1.2333670711238 | 0.00108914056305073 | 1.22694378831315 | 0.00266707112379594 | | 361 | 1.2155 | 1.20721804197357 | -0.00113370337040963 | 1.22491566139684 | -0.00828195802643017 | | 362 | 1.2218 | 1.22407713978266 | -0.000661951069204241 | 1.22018481128655 | 0.00227713978265554 | | 363 | 1.2268 | 1.23920435736977 | 0.000206617191424787 | 1.21418902543881 | 0.0124043573697674 | | 364 | 1.206 | 1.20257185973137 | 0.00049989663556398 | 1.20892824363307 | -0.00342814026863314 | | 365 | 1.1959 | 1.18645862189382 | 0.00108914056305073 | 1.20425223754313 | -0.00944137810618484 | | 366 | 1.1942 | 1.1882333023499 | -0.00113370337040963 | 1.2013004010205 | -0.00596669765009494 | | 367 | 1.201 | 1.200144326314 | -0.000661951069204241 | 1.2025176247552 | -0.000855673685999925 | | 368 | 1.2045 | 1.20133919601557 | 0.000206617191424787 | 1.207454186793 | -0.00316080398442886 | | 369 | 1.2127 | 1.21136042630354 | 0.00049989663556398 | 1.21353967706089 | -0.00133957369645832 | | 370 | 1.2249 | 1.22922217540343 | 0.00108914056305073 | 1.21948868403352 | 0.00432217540343416 | | 371 | 1.2258 | 1.22749142256213 | -0.00113370337040963 | 1.22524228080828 | 0.00169142256212784 | | 372 | 1.2277 | 1.2261266556371 | -0.000661951069204241 | 1.2299352954321 | -0.00157334436289758 | | 373 | 1.2363 | 1.23970760159059 | 0.000206617191424787 | 1.23268578121799 | 0.00340760159058662 | | 374 | 1.2372 | 1.24045232789386 | 0.00049989663556398 | 1.23344777547058 | 0.0032523278938601 | | 375 | 1.2391 | 1.24431218630108 | 0.00108914056305073 | 1.23279867313587 | 0.00521218630108189 | | 376 | 1.2258 | 1.22160953021236 | -0.00113370337040963 | 1.23112417315805 | -0.00419046978763626 | | 377 | 1.2271 | 1.225405110748 | -0.000661951069204241 | 1.2294568403212 | -0.0016948892519959 | | 378 | 1.2262 | 1.22382600914127 | 0.000206617191424787 | 1.2283673736673 | -0.00237399085872525 | | 379 | 1.2294 | 1.23063899798471 | 0.00049989663556398 | 1.22766110537973 | 0.0012389979847085 | | 380 | 1.2339 | 1.23908482798827 | 0.00108914056305073 | 1.22762603144868 | 0.00518482798827402 | | 381 | 1.2198 | 1.21151017414912 | -0.00113370337040963 | 1.22922352922128 | -0.00828982585087501 | | 382 | 1.2271 | 1.22188601289441 | -0.000661951069204241 | 1.2329759381748 | -0.00521398710559118 | | 383 | 1.2328 | 1.22709334744134 | 0.000206617191424787 | 1.23830003536724 | -0.00570665255866443 | | 384 | 1.2548 | 1.26415511144619 | 0.00049989663556398 | 1.24494499191825 | 0.00935511144618628 | | 385 | 1.2531 | 1.25365316838864 | 0.00108914056305073 | 1.2514576910483 | 0.000553168388644831 | | 386 | 1.2579 | 1.26032553767205 | -0.00113370337040963 | 1.25660816569836 | 0.00242553767204856 | | 387 | 1.2567 | 1.25472980680028 | -0.000661951069204241 | 1.25933214426892 | -0.00197019319971825 | | 388 | 1.266 | 1.27154455190273 | 0.000206617191424787 | 1.26024883090585 | 0.00554455190273018 | | 389 | 1.2637 | 1.26606641068677 | 0.00049989663556398 | 1.26083369267766 | 0.00236641068677113 | | 390 | 1.2572 | 1.25064180948643 | 0.00108914056305073 | 1.26266904995052 | -0.00655819051357187 | | 391 | 1.2569 | 1.2482846719807 | -0.00113370337040963 | 1.26664903138971 | -0.00861532801930287 | | 392 | 1.2703 | 1.26792579320913 | -0.000661951069204241 | 1.27333615786007 | -0.0023742067908652 | | 393 | 1.2828 | 1.28450897855488 | 0.000206617191424787 | 1.28088440425369 | 0.00170897855488228 | | 394 | 1.3 | 1.31307483244212 | 0.00049989663556398 | 1.28642527092231 | 0.0130748324421239 | | 395 | 1.2957 | 1.30146559986276 | 0.00108914056305073 | 1.28884525957419 | 0.0057655998627617 | | 396 | 1.2844 | 1.28124211774759 | -0.00113370337040963 | 1.28869158562282 | -0.00315788225240987 | | 397 | 1.2817 | 1.27667035021866 | -0.000661951069204241 | 1.28739160085055 | -0.0050296497813418 | | 398 | 1.285 | 1.28221466697052 | 0.000206617191424787 | 1.28757871583806 | -0.00278533302948003 | | 399 | 1.2897 | 1.28852311809008 | 0.00049989663556398 | 1.29037698527436 | -0.00117688190992071 | | 400 | 1.2931 | 1.2908199786768 | 0.00108914056305073 | 1.29429088076015 | -0.00228002132320126 | | 401 | 1.3033 | 1.30958164235042 | -0.00113370337040963 | 1.29815206101999 | 0.00628164235041662 | | 402 | 1.2992 | 1.29781516019663 | -0.000661951069204241 | 1.30124679087257 | -0.00138483980336979 | | 403 | 1.3069 | 1.30952943845991 | 0.000206617191424787 | 1.30406394434867 | 0.00262943845990993 | | 404 | 1.3028 | 1.29753726674488 | 0.00049989663556398 | 1.30756283661956 | -0.00526273325512316 | | 405 | 1.3073 | 1.30212048550127 | 0.00108914056305073 | 1.31139037393568 | -0.00517951449873255 | | 406 | 1.3221 | 1.33071021127088 | -0.00113370337040963 | 1.31462349209953 | 0.00861021127087858 | | 407 | 1.3206 | 1.32427101278657 | -0.000661951069204241 | 1.31759093828263 | 0.00367101278657334 | | 408 | 1.3184 | 1.31705123313711 | 0.000206617191424787 | 1.31954214967146 | -0.00134876686288643 | | 409 | 1.3176 | 1.31605806477372 | 0.00049989663556398 | 1.31864203859072 | -0.00154193522628443 | | 410 | 1.3253 | 1.33483592931824 | 0.00108914056305073 | 1.31467493011871 | 0.0095359293182351 | | 411 | 1.3133 | 1.31986386489832 | -0.00113370337040963 | 1.30786983847209 | 0.00656386489831529 | | 412 | 1.3016 | 1.30432886632155 | -0.000661951069204241 | 1.29953308474766 | 0.00272886632154701 | | 413 | 1.279 | 1.26634431782992 | 0.000206617191424787 | 1.29144906497865 | -0.012655682170075 | | 414 | 1.2799 | 1.27344383247598 | 0.00049989663556398 | 1.28585627088846 | -0.00645616752402445 | | 415 | 1.282 | 1.27922184061233 | 0.00108914056305073 | 1.28368901882461 | -0.00277815938766546 | | 416 | 1.286 | 1.28966224751282 | -0.00113370337040963 | 1.28347145585759 | 0.00366224751282451 | | 417 | 1.288 | 1.29432381566678 | -0.000661951069204241 | 1.28233813540243 | 0.00632381566677664 | | 418 | 1.2836 | 1.28762982779291 | 0.000206617191424787 | 1.27936355501567 | 0.00402982779291006 | | 419 | 1.2711 | 1.26700117691337 | 0.00049989663556398 | 1.27469892645107 | -0.00409882308663012 | | 420 | 1.2704 | 1.26982009360564 | 0.00108914056305073 | 1.26989076583131 | -0.000579906394355678 | | 421 | 1.2611 | 1.25625850562043 | -0.00113370337040963 | 1.26707519774998 | -0.00484149437957115 | | 422 | 1.2613 | 1.25678609577916 | -0.000661951069204241 | 1.26647585529004 | -0.00451390422083997 | | 423 | 1.2693 | 1.27142393061581 | 0.000206617191424787 | 1.26696945219276 | 0.00212393061581295 | | 424 | 1.2713 | 1.27350477753297 | 0.00049989663556398 | 1.26859532583146 | 0.00220477753297432 | | 425 | 1.27 | 1.2676009727786 | 0.00108914056305073 | 1.27130988665835 | -0.00239902722140473 | | 426 | 1.268 | 1.26305841641791 | -0.00113370337040963 | 1.2740752869525 | -0.00494158358208852 | | 427 | 1.28 | 1.28373214820842 | -0.000661951069204241 | 1.27692980286079 | 0.00373214820841516 | | 428 | 1.2818 | 1.28362351774199 | 0.000206617191424787 | 1.27976986506658 | 0.00182351774199474 | | 429 | 1.2834 | 1.2854522395723 | 0.00049989663556398 | 1.28084786379214 | 0.00205223957229705 | | 430 | 1.2874 | 1.29416981285957 | 0.00108914056305073 | 1.27954104657738 | 0.00676981285956568 | | 431 | 1.2744 | 1.27268893582143 | -0.00113370337040963 | 1.27724476754898 | -0.00171106417857447 | | 432 | 1.2697 | 1.26501778645431 | -0.000661951069204241 | 1.27504416461489 | -0.00468221354568521 | | 433 | 1.2715 | 1.26857256550948 | 0.000206617191424787 | 1.27422081729909 | -0.00292743449051969 | | 434 | 1.2725 | 1.26809936829914 | 0.00049989663556398 | 1.2764007350653 | -0.00440063170085914 | | 435 | 1.2801 | 1.27739043565603 | 0.00108914056305073 | 1.28172042378092 | -0.00270956434396741 | | 436 | 1.285 | 1.28245427481308 | -0.00113370337040963 | 1.28867942855733 | -0.00254572518692253 | | 437 | 1.2989 | 1.3029912571895 | -0.000661951069204241 | 1.29547069387971 | 0.00409125718949599 | | 438 | 1.3078 | 1.31413261365893 | 0.000206617191424787 | 1.30126076914965 | 0.00633261365892901 | | 439 | 1.306 | 1.30464861716995 | 0.00049989663556398 | 1.30685148619449 | -0.00135138283005443 | | 440 | 1.3074 | 1.30073784125032 | 0.00108914056305073 | 1.31297301818663 | -0.00666215874968468 | | 441 | 1.312 | 1.30592325414665 | -0.00113370337040963 | 1.31921044922376 | -0.0060767458533475 | | 442 | 1.3364 | 1.34718556798079 | -0.000661951069204241 | 1.32627638308842 | 0.0107855679807867 | | 443 | 1.3323 | 1.33059580806744 | 0.000206617191424787 | 1.33379757474113 | -0.00170419193255866 | | 444 | 1.3412 | 1.34162202786153 | 0.00049989663556398 | 1.34027807550291 | 0.000422027861530117 | | 445 | 1.3477 | 1.34836577658835 | 0.00108914056305073 | 1.3459450828486 | 0.000665776588353761 | | 446 | 1.346 | 1.34108867644584 | -0.00113370337040963 | 1.35204502692457 | -0.00491132355415558 | | 447 | 1.3611 | 1.3647833068938 | -0.000661951069204241 | 1.3580786441754 | 0.00368330689380492 | | 448 | 1.3648 | 1.36580882071405 | 0.000206617191424787 | 1.36358456209453 | 0.0010088207140484 | | 449 | 1.3726 | 1.37562696741111 | 0.00049989663556398 | 1.36907313595333 | 0.00302696741111008 | | 450 | 1.3705 | 1.36538262156899 | 0.00108914056305073 | 1.37452823786796 | -0.00511737843100701 | | 451 | 1.378 | 1.37728034333663 | -0.00113370337040963 | 1.37985336003378 | -0.000719656663368262 | | 452 | 1.3856 | 1.38757329326644 | -0.000661951069204241 | 1.38428865780277 | 0.00197329326643736 | | 453 | 1.397 | 1.40603343796924 | 0.000206617191424787 | 1.38775994483933 | 0.00903343796924205 | | 454 | 1.3874 | 1.38458263162104 | 0.00049989663556398 | 1.3897174717434 | -0.00281736837896118 | | 455 | 1.3936 | 1.39476294261436 | 0.00108914056305073 | 1.39134791682259 | 0.00116294261435512 | | 456 | 1.3833 | 1.37360966227191 | -0.00113370337040963 | 1.3941240410985 | -0.00969033772808858 | | 457 | 1.3958 | 1.39508675318481 | -0.000661951069204241 | 1.39717519788439 | -0.000713246815190027 | | 458 | 1.4101 | 1.42162188559316 | 0.000206617191424787 | 1.39837149721541 | 0.0115218855931616 | | 459 | 1.4089 | 1.41940290527337 | 0.00049989663556398 | 1.39789719809107 | 0.0105029052733669 | | 460 | 1.3896 | 1.3821030207672 | 0.00108914056305073 | 1.39600783866975 | -0.00749697923279946 | | 461 | 1.3859 | 1.37928928043931 | -0.00113370337040963 | 1.3936444229311 | -0.00661071956068748 | | 462 | 1.3861 | 1.38035405899741 | -0.000661951069204241 | 1.3925078920718 | -0.00574594100259485 | | 463 | 1.4016 | 1.40926154092945 | 0.000206617191424787 | 1.39373184187913 | 0.00766154092944982 | | 464 | 1.3934 | 1.39148808068536 | 0.00049989663556398 | 1.39481202267908 | -0.00191191931463908 | | 465 | 1.4031 | 1.41142407500123 | 0.00108914056305073 | 1.39368678443572 | 0.00832407500123278 | | 466 | 1.3912 | 1.39237549669558 | -0.00113370337040963 | 1.39115820667483 | 0.0011754966955797 | | 467 | 1.3803 | 1.37243320526454 | -0.000661951069204241 | 1.38882874580467 | -0.00786679473546359 | | 468 | 1.3857 | 1.38341835111569 | 0.000206617191424787 | 1.38777503169289 | -0.00228164888431426 | | 469 | 1.3857 | 1.38138910214634 | 0.00049989663556398 | 1.3895110012181 | -0.00431089785366168 | | 470 | 1.3926 | 1.38996941404168 | 0.00108914056305073 | 1.39414144539527 | -0.002630585958318 | | 471 | 1.4018 | 1.40434106906359 | -0.00113370337040963 | 1.40039263430682 | 0.00254106906359053 | | 472 | 1.4014 | 1.39852698081312 | -0.000661951069204241 | 1.40493497025609 | -0.00287301918688465 | | 473 | 1.4244 | 1.44279125546249 | 0.000206617191424787 | 1.40580212734608 | 0.0183912554624912 | | 474 | 1.4084 | 1.41269026025802 | 0.00049989663556398 | 1.40360984310641 | 0.00429026025802393 | | 475 | 1.3917 | 1.38451494760359 | 0.00108914056305073 | 1.39779591183336 | -0.00718505239640965 | | 476 | 1.3945 | 1.40104846502706 | -0.00113370337040963 | 1.38908523834335 | 0.0065484650270633 | | 477 | 1.377 | 1.37348191496213 | -0.000661951069204241 | 1.38118003610708 | -0.00351808503787199 | | 478 | 1.37 | 1.36511904243786 | 0.000206617191424787 | 1.37467434037071 | -0.00488095756213647 | | 479 | 1.3711 | 1.37317786286647 | 0.00049989663556398 | 1.36852224049796 | 0.00207786286647216 | | 480 | 1.3626 | 1.36040758318266 | 0.00108914056305073 | 1.36370327625429 | -0.00219241681733928 | | 481 | 1.3612 | 1.36215423303608 | -0.00113370337040963 | 1.36137947033433 | 0.00095423303608122 | | 482 | 1.3481 | 1.33607330085204 | -0.000661951069204241 | 1.36078865021717 | -0.0120266991479623 | | 483 | 1.3647 | 1.36858064042035 | 0.000206617191424787 | 1.36061274238822 | 0.00388064042035197 | | 484 | 1.3674 | 1.37507056271074 | 0.00049989663556398 | 1.35922954065369 | 0.00767056271074451 | | 485 | 1.3647 | 1.37268717001731 | 0.00108914056305073 | 1.35562368941964 | 0.00798717001730598 | | 486 | 1.3496 | 1.35128908360361 | -0.00113370337040963 | 1.3490446197668 | 0.00168908360361186 | | 487 | 1.3339 | 1.3282664129731 | -0.000661951069204241 | 1.3401955380961 | -0.00563358702689998 | | 488 | 1.3321 | 1.33327324131959 | 0.000206617191424787 | 1.33072014148899 | 0.00117324131958996 | | 489 | 1.3225 | 1.32333133399167 | 0.00049989663556398 | 1.32116876937276 | 0.000831333991673455 | | 490 | 1.3146 | 1.31638651332594 | 0.00108914056305073 | 1.31172434611101 | 0.00178651332593982 | | 491 | 1.2998 | 1.29839090449317 | -0.00113370337040963 | 1.30234279887724 | -0.00140909550683266 |
| | | | Charts produced by software: |  | | http://www.freestatistics.org/blog/date/2010/Dec/26/t12933277834zo6zy7p4w0tbi8/10o2p1293327902.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/26/t12933277834zo6zy7p4w0tbi8/10o2p1293327902.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/26/t12933277834zo6zy7p4w0tbi8/20o2p1293327902.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/26/t12933277834zo6zy7p4w0tbi8/20o2p1293327902.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/26/t12933277834zo6zy7p4w0tbi8/3bx1s1293327902.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/26/t12933277834zo6zy7p4w0tbi8/3bx1s1293327902.ps (open in new window) |
 | | http://www.freestatistics.org/blog/date/2010/Dec/26/t12933277834zo6zy7p4w0tbi8/4bx1s1293327902.png (open in new window) | | http://www.freestatistics.org/blog/date/2010/Dec/26/t12933277834zo6zy7p4w0tbi8/4bx1s1293327902.ps (open in new window) |
| | | | Parameters (Session): | | par1 = 5 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ; | | | | Parameters (R input): | | par1 = 5 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ; | | | | R code (references can be found in the software module): | par1 <- 5
if (par2 != 'periodic') par2 <- as.numeric(par2) #s.window
par3 <- as.numeric(par3) #s.degree
if (par4 == '') par4 <- NULL else par4 <- as.numeric(par4)#t.window
par5 <- as.numeric(par5)#t.degree
if (par6 != '') par6 <- as.numeric(par6)#l.window
par7 <- as.numeric(par7)#l.degree
if (par8 == 'FALSE') par8 <- FALSE else par9 <- TRUE #robust
nx <- length(x)
x <- ts(x,frequency=par1)
if (par6 != '') {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.window=par6, l.degree=par7, robust=par8)
} else {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.degree=par7, robust=par8)
}
m$time.series
m$win
m$deg
m$jump
m$inner
m$outer
bitmap(file='test1.png')
plot(m,main=main)
dev.off()
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$time.series[,'trend']),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$time.series[,'seasonal']),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$time.series[,'remainder']),na.action=na.pass,lag.max = mylagmax,main='Remainder')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Parameters',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Component',header=TRUE)
a<-table.element(a,'Window',header=TRUE)
a<-table.element(a,'Degree',header=TRUE)
a<-table.element(a,'Jump',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,m$win['s'])
a<-table.element(a,m$deg['s'])
a<-table.element(a,m$jump['s'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,m$win['t'])
a<-table.element(a,m$deg['t'])
a<-table.element(a,m$jump['t'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Low-pass',header=TRUE)
a<-table.element(a,m$win['l'])
a<-table.element(a,m$deg['l'])
a<-table.element(a,m$jump['l'])
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Time Series Components',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observed',header=TRUE)
a<-table.element(a,'Fitted',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Remainder',header=TRUE)
a<-table.row.end(a)
for (i in 1:nx) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]+m$time.series[i,'remainder'])
a<-table.element(a,m$time.series[i,'seasonal'])
a<-table.element(a,m$time.series[i,'trend'])
a<-table.element(a,m$time.series[i,'remainder'])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')
| | |
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