*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: Mon, 13 Dec 2010 10:43:18 +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/13/t1292236891cstza9dovw1ebio.htm/, Retrieved Mon, 13 Dec 2010 11:41:31 +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/13/t1292236891cstza9dovw1ebio.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 «

10 10 10 10 10 9,94 10,06 10,06 10,06 10,06 10,06 10,06 10,06 10,06 10,06 10,06 10,06 10,06 10,06 10,06 9,94 9,94 9,94 9,94 9,94 9,94 10,06 10,06 9,94 10,06 10,06 10,06 10,18 10,28 10,28 10,18 10,28 10,28 10,28 10,18 10,28 10,28 10,18 10,18 10,18 10,28 10,28 10,18 10,18 10,18 10,18 10,18 10,18 10,28 10,28 10,28 10,18 10,18 10,18 10,28 10,18 10,18 10,28 10,18 10,18 10,18 10,28 10,28 10,28 10,28 10,28 10,28 10,18 10,18 10,18 10,18 10,18 10,18 10,18 10,18 10,18 10,28 10,28 10,28 10,28 10,28 10,28 10,28 10,28 10,18 10,28 10,28 10,28 10,28 10,18 10,28 10,28 10,28 10,18 10,18 10,28 10,28 10,28 10,28 10,28 10,28 10,28 10,18 10,28 10,28 10,28 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,34 10,34 10,34 10,42 10,42 10,42 10,42 10,34 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,42 10,34 10,34 10,34 10,3 etc...

Output produced by software:

Summary of computational transaction Raw Input view raw input (R code) Raw Output view raw output of R engine Computing time 6 seconds R Server 'Sir Ronald Aylmer Fisher' @ 193.190.124.24 Seasonal Decomposition by Loess - Parameters Component Window Degree Jump Seasonal 3501 0 351 Trend 19 1 2 Low-pass 13 1 2 Seasonal Decomposition by Loess - Time Series Components t Observed Fitted Seasonal Trend Remainder 1 10 10.0034126599854 0.00484949075252255 9.99173784926211 0.00341265998536677 2 10 10.0058420521596 -0.00347306913745717 9.99763101697785 0.00584205215960587 3 10 10.0089196361151 -0.0124438208086595 10.0035241846936 0.00891963611506341 4 10 10.0087644293109 -0.0182114631080917 10.0094470337972 0.00876442931089016 5 10 9.99757474427594 -0.0129446271767489 10.0153698829008 -0.00242525572405583 6 9.94 9.85472162203985 0.0041637833157065 10.0211145946444 -0.0852783779601474 7 10.06 10.0839374254753 0.0092032681366405 10.0268593063881 0.0239374254752835 8 10.06 10.0843168870288 0.00327524444609374 10.0324078685251 0.0243168870288013 9 10.06 10.0819377373449 0.000105831992939676 10.0379564306621 0.0219377373449241 10 10.06 10.0639906809259 0.0122168332811848 10.0437924857930 0.00399068092585075 11 10.06 10.0650091670456 0.00536229203060995 10.0496285409238 0.00500916704559806 12 10.06 10.0583109918875 0.00789623720149899 10.0537927709110 -0.00168900811252470 13 10.06 10.0571935083492 0.00484949075252255 10.0579570008983 -0.00280649165078195 14 10.06 10.0671023582280 -0.00347306913745717 10.0563707109094 0.0071023582280425 15 10.06 10.0776593998881 -0.0124438208086595 10.0547844209206 0.0176593998880872 16 10.06 10.0910903736056 -0.0182114631080917 10.0471210895025 0.0310903736055668 17 10.06 10.0934868690923 -0.0129446271767489 10.0394577580845 0.0334868690922701 18 10.06 10.0873292785945 0.0041637833157065 10.0285069380898 0.0273292785944719 19 10.06 10.0932406137682 0.0092032681366405 10.0175561180952 0.0332406137681929 20 10.06 10.1084354465253 0.00327524444609374 10.0082893090286 0.0484354465252572 21 9.94 9.88087166804493 0.000105831992939676 9.99902249996213 -0.0591283319550726 22 9.94 9.87420810978094 0.0122168332811848 9.99357505693787 -0.0657918902190602 23 9.94 9.88651009405577 0.00536229203060995 9.98812761391362 -0.0534899059442289 24 9.94 9.8845258780823 0.00789623720149899 9.9875778847162 -0.0554741219177046 25 9.94 9.88812235372868 0.00484949075252255 9.9870281555188 -0.0518776462713184 26 9.94 9.88738375838135 -0.00347306913745717 9.9960893107561 -0.0526162416186509 27 10.06 10.1272933548152 -0.0124438208086595 10.0051504659934 0.0672933548152379 28 10.06 10.1116181879192 -0.0182114631080917 10.0265932751889 0.0516181879192086 29 9.94 9.8449085427924 -0.0129446271767489 10.0480360843843 -0.0950914572075963 30 10.06 10.0418491742746 0.0041637833157065 10.0739870424097 -0.0181508257254315 31 10.06 10.0108587314283 0.0092032681366405 10.0999380004351 -0.0491412685717485 32 10.06 9.9921265084479 0.00327524444609374 10.1245982471060 -0.067873491552108 33 10.18 10.2106356742301 0.000105831992939676 10.1492584937769 0.0306356742301368 34 10.28 10.3768286495868 0.0122168332811848 10.170954517132 0.096828649586815 35 10.28 10.3619871674823 0.00536229203060995 10.1926505404871 0.0819871674823158 36 10.18 10.1426274856817 0.00789623720149899 10.2094762771168 -0.037372514318319 37 10.28 10.3288484955009 0.00484949075252255 10.2263020137466 0.048848495500911 38 10.28 10.3305503060417 -0.00347306913745717 10.2329227630958 0.0505503060417034 39 10.28 10.3329003083637 -0.0124438208086595 10.2395435124449 0.0529003083637161 40 10.18 10.1390996689978 -0.0182114631080917 10.2391117941103 -0.0409003310022058 41 10.28 10.3342645514011 -0.0129446271767489 10.2386800757757 0.0542645514010953 42 10.28 10.3209568487620 0.0041637833157065 10.2348793679223 0.0409568487620238 43 10.18 10.1197180717945 0.0092032681366405 10.2310786600689 -0.0602819282055282 44 10.18 10.1317874014384 0.00327524444609374 10.2249373541155 -0.0482125985616371 45 10.18 10.1410981198449 0.000105831992939676 10.2187960481622 -0.0389018801551408 46 10.28 10.3338354732883 0.0122168332811848 10.2139476934305 0.0538354732883093 47 10.28 10.3455383692706 0.00536229203060995 10.2090993386988 0.0655383692705787 48 10.18 10.1426054971715 0.00789623720149899 10.2094982656270 -0.0373945028284819 49 10.18 10.1452533166923 0.00484949075252255 10.2098971925552 -0.0347466833076790 50 10.18 10.1510811672833 -0.00347306913745717 10.2123919018541 -0.0289188327166681 51 10.18 10.1575572096556 -0.0124438208086595 10.2148866111531 -0.0224427903444351 52 10.18 10.1635639676839 -0.0182114631080917 10.2146474954242 -0.0164360323161041 53 10.18 10.1585362474815 -0.0129446271767489 10.2144083796953 -0.0214637525185477 54 10.28 10.3412769041584 0.0041637833157065 10.2145593125259 0.0612769041584329 55 10.28 10.3360864865069 0.0092032681366405 10.2147102453564 0.056086486506933 56 10.28 10.3401681679356 0.00327524444609374 10.2165565876183 0.0601681679355703 57 10.18 10.1414912381268 0.000105831992939676 10.2184029298802 -0.0385087618731852 58 10.18 10.1297698517772 0.0122168332811848 10.2180133149416 -0.050230148222802 59 10.18 10.1370140079664 0.00536229203060995 10.2176237000030 -0.0429859920335982 60 10.28 10.3361761623430 0.00789623720149899 10.2159276004555 0.0561761623429717 61 10.18 10.1409190083394 0.00484949075252255 10.2142315009081 -0.0390809916605956 62 10.18 10.1471362898125 -0.00347306913745717 10.2163367793249 -0.0328637101874509 63 10.28 10.3540017630669 -0.0124438208086595 10.2184420577417 0.0740017630669154 64 10.18 10.1535302840346 -0.0182114631080917 10.2246811790735 -0.0264697159653871 65 10.18 10.1420243267715 -0.0129446271767489 10.2309203004052 -0.0379756732284644 66 10.18 10.1211227925079 0.0041637833157065 10.2347134241764 -0.0588772074921042 67 10.28 10.3122901839158 0.0092032681366405 10.2385065479476 0.032290183915773 68 10.28 10.3183304533004 0.00327524444609374 10.2383943022536 0.0383304533003539 69 10.28 10.3216121114475 0.000105831992939676 10.2382820565595 0.0416121114475416 70 10.28 10.3119785026045 0.0122168332811848 10.2358046641143 0.0319785026045292 71 10.28 10.3213104363003 0.00536229203060995 10.2333272716691 0.0413104363003374 72 10.28 10.3236182160814 0.00789623720149899 10.2284855467171 0.0436182160814269 73 10.18 10.1315066874824 0.00484949075252255 10.2236438217651 -0.0484933125176177 74 10.18 10.1472309804988 -0.00347306913745717 10.2162420886387 -0.0327690195012327 75 10.18 10.1636034652964 -0.0124438208086595 10.2088403555123 -0.0163965347036257 76 10.18 10.1729124098535 -0.0182114631080917 10.2052990532546 -0.00708759014649551 77 10.18 10.1711868761799 -0.0129446271767489 10.2017577509969 -0.00881312382013988 78 10.18 10.1509358522323 0.0041637833157065 10.2049003644520 -0.0290641477677269 79 10.18 10.1427537539562 0.0092032681366405 10.2080429779072 -0.0372462460437948 80 10.18 10.1405747156028 0.00327524444609374 10.2161500399511 -0.0394252843971987 81 10.18 10.135637066012 0.000105831992939676 10.2242571019951 -0.0443629339879958 82 10.28 10.314587484498 0.0122168332811848 10.2331956822208 0.0345874844979956 83 10.28 10.3125034455228 0.00536229203060995 10.2421342624466 0.0325034455228081 84 10.28 10.3025925039215 0.00789623720149899 10.2495112588770 0.0225925039214872 85 10.28 10.2982622539400 0.00484949075252255 10.2568882553074 0.0182622539400299 86 10.28 10.301547835175 -0.00347306913745717 10.2619252339625 0.0215478351749976 87 10.28 10.3054816081912 -0.0124438208086595 10.2669622126175 0.0254816081911855 88 10.28 10.3109178029496 -0.0182114631080917 10.2672936601585 0.0309178029495865 89 10.28 10.3053195194772 -0.0129446271767489 10.2676251076995 0.0253195194772147 90 10.18 10.0905673404799 0.0041637833157065 10.2652688762044 -0.089432659520119 91 10.28 10.2878840871541 0.0092032681366405 10.2629126447093 0.00788408715406774 92 10.28 10.2970565724249 0.00327524444609374 10.259668183129 0.0170565724249077 93 10.28 10.3034704464584 0.000105831992939676 10.2564237215487 0.0234704464583562 94 10.28 10.2938791284622 0.0122168332811848 10.2539040382566 0.0138791284621824 95 10.18 10.1032533530048 0.00536229203060995 10.2513843549646 -0.0767466469951685 96 10.28 10.3006386141164 0.00789623720149899 10.2514651486821 0.0206386141163648 97 10.28 10.3036045668478 0.00484949075252255 10.2515459423997 0.0236045668477605 98 10.28 10.3105193142413 -0.00347306913745717 10.2529537548961 0.0305193142413351 99 10.18 10.1180822534161 -0.0124438208086595 10.2543615673925 -0.0619177465838714 100 10.18 10.1224487133355 -0.0182114631080917 10.2557627497725 -0.0575512866644559 101 10.28 10.3157806950242 -0.0129446271767489 10.2571639321526 0.035780695024183 102 10.28 10.2980342694872 0.0041637833157065 10.2578019471971 0.0180342694871918 103 10.28 10.2923567696217 0.0092032681366405 10.2584399622416 0.0123567696217179 104 10.28 10.2954911971941 0.00327524444609374 10.2612335583598 0.0154911971940574 105 10.28 10.295867013529 0.000105831992939676 10.2640271544781 0.0158670135290055 106 10.28 10.2744518251573 0.0122168332811848 10.2733313415615 -0.00554817484268177 107 10.28 10.2720021793245 0.00536229203060995 10.2826355286449 -0.00799782067554844 108 10.18 10.0570619781933 0.00789623720149899 10.2950417846052 -0.122938021806723 109 10.28 10.2477024686820 0.00484949075252255 10.3074480405655 -0.0322975313180365 110 10.28 10.2419896376568 -0.00347306913745717 10.3214834314806 -0.0380103623431722 111 10.28 10.2369249984129 -0.0124438208086595 10.3355188223957 -0.043075001587086 112 10.42 10.5077351452624 -0.0182114631080917 10.3504763178457 0.0877351452624051 113 10.42 10.4875108138811 -0.0129446271767489 10.3654338132956 0.0675108138811193 114 10.42 10.4569369743152 0.0041637833157065 10.3788992423691 0.0369369743151644 115 10.42 10.4384320604207 0.0092032681366405 10.3923646714426 0.0184320604207286 116 10.42 10.4386235753871 0.00327524444609374 10.3981011801668 0.0186235753871333 117 10.42 10.4360564791161 0.000105831992939676 10.4038376888909 0.0160564791161448 118 10.42 10.4249726458901 0.0122168332811848 10.4028105208287 0.00497264589010626 119 10.42 10.4328543552029 0.00536229203060995 10.4017833527665 0.0128543552028866 120 10.42 10.4322218074836 0.00789623720149899 10.3998819553149 0.0122218074835558 121 10.42 10.4371699513841 0.00484949075252255 10.3979805578634 0.0171699513840871 122 10.34 10.2869046975604 -0.00347306913745717 10.3965683715771 -0.0530953024396297 123 10.34 10.2972876355179 -0.0124438208086595 10.3951561852908 -0.0427123644821261 124 10.34 10.3041255192714 -0.0182114631080917 10.3940859438367 -0.0358744807286016 125 10.42 10.4599289247941 -0.0129446271767489 10.3930157023826 0.0399289247941468 126 10.42 10.4415650520631 0.0041637833157065 10.3942711646212 0.0215650520631172 127 10.42 10.4352701050036 0.0092032681366405 10.3955266268598 0.0152701050036068 128 10.42 10.4373660907663 0.00327524444609374 10.3993586647877 0.0173660907662541 129 10.34 10.2767034652915 0.000105831992939676 10.4031907027156 -0.0632965347084902 130 10.42 10.4209766145005 0.0122168332811848 10.4068065522183 0.000976614500466155 131 10.42 10.4242153062482 0.00536229203060995 10.4104224017211 0.00421530624824484 132 10.42 10.4197462660012 0.00789623720149899 10.4123574967973 -0.000253733998809125 133 10.42 10.420857917374 0.00484949075252255 10.4142925918735 0.00085791737400065 134 10.42 10.4272582050824 -0.00347306913745717 10.4162148640551 0.00725820508236197 135 10.42 10.4343066845719 -0.0124438208086595 10.4181371362367 0.0143066845719435 136 10.42 10.4388509263436 -0.0182114631080917 10.4193605367645 0.0188509263436085 137 10.42 10.4323606898845 -0.0129446271767489 10.4205839372923 0.0123606898844972 138 10.42 10.4156372928778 0.0041637833157065 10.4201989238065 -0.004362707122187 139 10.42 10.4109828215426 0.0092032681366405 10.4198139103207 -0.00901717845735028 140 10.42 10.419298645518 0.00327524444609374 10.4174261100359 -0.0007013544819916 141 10.42 10.4248558582560 0.000105831992939676 10.4150383097511 0.00485585825597568 142 10.42 10.4176740363258 0.0122168332811848 10.410109130393 -0.00232596367418303 143 10.42 10.4294577569345 0.00536229203060995 10.4051799510349 0.00945775693447892 144 10.42 10.4317983817496 0.00789623720149899 10.4003053810489 0.0117983817496317 145 10.42 10.4397196981846 0.00484949075252255 10.3954308110628 0.0197196981846464 146 10.42 10.4521712904584 -0.00347306913745717 10.3913017786791 0.0321712904583826 147 10.34 10.3052710745133 -0.0124438208086595 10.3871727462953 -0.0347289254866610 148 10.34 10.3158760645491 -0.0182114631080917 10.382335398559 -0.0241239354509091 149 10.34 10.3154465763541 -0.0129446271767489 10.3774980508227 -0.0245534236459317 150 10.34 10.3011261715742 0.0041637833157065 10.3747100451100 -0.0388738284257553 151 10.42 10.4588746924659 0.0092032681366405 10.3719220393974 0.0388746924659404 152 10.42 10.4644934745807 0.00327524444609374 10.3722312809732 0.044493474580662 153 10.34 10.307353645458 0.000105831992939676 10.3725405225491 -0.0326463545420097 154 10.34 10.2945996714349 0.0122168332811848 10.3731834952839 -0.0454003285650533 155 10.34 10.3008112399507 0.00536229203060995 10.3738264680187 -0.0391887600492744 156 10.42 10.4594441650123 0.00789623720149899 10.3726595977862 0.0394441650122879 157 10.42 10.4636577816937 0.00484949075252255 10.3714927275538 0.043657781693712 158 10.42 10.4715853041627 -0.00347306913745717 10.3718877649747 0.0515853041627157 159 10.34 10.3201610184129 -0.0124438208086595 10.3722828023957 -0.0198389815870605 160 10.34 10.3239467085968 -0.0182114631080917 10.3742647545113 -0.0160532914032139 161 10.34 10.3166979205499 -0.0129446271767489 10.3762467066269 -0.0233020794501417 162 10.34 10.2984473546309 0.0041637833157065 10.3773888620534 -0.0415526453690607 163 10.34 10.2922657143835 0.0092032681366405 10.3785310174798 -0.0477342856164622 164 10.42 10.4552292069756 0.00327524444609374 10.3814955485783 0.0352292069756484 165 10.42 10.4554340883304 0.000105831992939676 10.3844600796767 0.0354340883303639 166 10.42 10.4369051311975 0.0122168332811848 10.3908780355213 0.0169051311974737 167 10.34 10.2773417166034 0.00536229203060995 10.3972959913660 -0.0626582833965958 168 10.42 10.4291195647969 0.00789623720149899 10.4029841980016 0.00911956479688492 169 10.42 10.4264781046102 0.00484949075252255 10.4086724046372 0.00647810461022935 170 10.42 10.4317465720343 -0.00347306913745717 10.4117264971032 0.0117465720343013 171 10.42 10.4376632312396 -0.0124438208086595 10.4147805895691 0.0176632312395935 172 10.42 10.4418675744202 -0.0182114631080917 10.4163438886879 0.0218675744202148 173 10.42 10.4350374393701 -0.0129446271767489 10.4179071878067 0.0150374393700616 174 10.42 10.4189854892207 0.0041637833157065 10.4168507274636 -0.00101451077933845 175 10.42 10.4150024647428 0.0092032681366405 10.4157942671206 -0.00499753525722113 176 10.42 10.4257367910250 0.00327524444609374 10.4109879645289 0.00573679102502922 177 10.42 10.4337125060699 0.000105831992939676 10.4061816619372 0.0137125060698864 178 10.42 10.4251545859373 0.0122168332811848 10.4026285807815 0.00515458593731566 179 10.42 10.4355622083436 0.00536229203060995 10.3990754996258 0.0155622083435674 180 10.42 10.4338855672231 0.00789623720149899 10.3982181955754 0.013885567223058 181 10.34 10.2777896177224 0.00484949075252255 10.3973608915251 -0.0622103822775877 182 10.34 10.2857668799043 -0.00347306913745717 10.3977061892331 -0.0542331200956507 183 10.34 10.2943923338675 -0.0124438208086595 10.3980514869412 -0.0456076661324918 184 10.42 10.4588529711406 -0.0182114631080917 10.3993584919675 0.0388529711406189 185 10.42 10.4522791301830 -0.0129446271767489 10.4006654969938 0.0322791301829533 186 10.42 10.4319333595632 0.0041637833157065 10.4039028571211 0.0119333595632050 187 10.42 10.4236565146150 0.0092032681366405 10.4071402172484 0.00365651461497407 188 10.42 10.4256354921094 0.00327524444609374 10.4110892634445 0.00563549210944281 189 10.42 10.4248558583665 0.000105831992939676 10.4150383096405 0.00485585836651836 190 10.42 10.4114384887918 0.0122168332811848 10.4163446779270 -0.00856151120823156 191 10.42 10.4169866617558 0.00536229203060995 10.4176510462135 -0.00301333824415906 192 10.42 10.4167393908335 0.00789623720149899 10.4153643719651 -0.00326060916654924 193 10.42 10.4220728115309 0.00484949075252255 10.4130776977166 0.00207281153092609 194 10.42 10.431781074139 -0.00347306913745717 10.4116919949985 0.0117810741389963 195 10.42 10.4421375285283 -0.0124438208086595 10.4103062922804 0.0221375285282868 196 10.42 10.4433899227255 -0.0182114631080917 10.4148215403826 0.0233899227255012 197 10.42 10.4336078386919 -0.0129446271767489 10.4193367884848 0.0136078386919394 198 10.34 10.2466990423176 0.0041637833157065 10.4291371743667 -0.0933009576824428 199 10.34 10.2318591716147 0.0092032681366405 10.4389375602487 -0.108140828385308 200 10.42 10.3854927221666 0.00327524444609374 10.4512320333873 -0.0345072778333861 201 10.42 10.3763676614811 0.000105831992939676 10.4635265065259 -0.0436323385188579 202 10.55 10.6096854039748 0.0122168332811848 10.4780977627440 0.0596854039747896 203 10.55 10.6019686890073 0.00536229203060995 10.4926690189621 0.051968689007257 204 10.55 10.5846728034956 0.00789623720149899 10.5074309593030 0.0346728034955515 205 10.55 10.5729576096037 0.00484949075252255 10.5221928996438 0.0229576096037096 206 10.55 10.5729790327295 -0.00347306913745717 10.5304940364079 0.0229790327295110 207 10.55 10.5736486476365 -0.0124438208086595 10.5387951731721 0.0236486476365343 208 10.55 10.5783438930914 -0.0182114631080917 10.5398675700167 0.0283438930913746 209 10.55 10.5720046603154 -0.0129446271767489 10.5409399668613 0.0220046603154405 210 10.55 10.5560133680267 0.0041637833157065 10.5398228486576 0.00601336802670893 211 10.55 10.5520910014095 0.0092032681366405 10.5387057304539 0.00209100140949481 212 10.49 10.4390197085105 0.00327524444609374 10.5377050470434 -0.0509802914895392 213 10.49 10.4431898043740 0.000105831992939676 10.5367043636330 -0.0468101956259677 214 10.55 10.5518299096496 0.0122168332811848 10.5359532570692 0.00182990964961505 215 10.55 10.5594355574640 0.00536229203060995 10.5352021505054 0.00943555746401792 216 10.55 10.5558380319159 0.00789623720149899 10.5362657308826 0.00583803191590881 217 10.55 10.5578211979877 0.00484949075252255 10.5373293112598 0.00782119798766345 218 10.55 10.5637775098171 -0.00347306913745717 10.5396955593204 0.0137775098170945 219 10.55 10.5703820134277 -0.0124438208086595 10.5420618073809 0.0203820134277457 220 10.49 10.4561633310009 -0.0182114631080917 10.5420481321072 -0.0338366689991467 221 10.55 10.5709101703432 -0.0129446271767489 10.5420344568336 0.0209101703431873 222 10.55 10.5562077237367 0.0041637833157065 10.5396284929476 0.00620772373672196 223 10.55 10.5535742028018 0.0092032681366405 10.5372225290616 0.00357420280177578 224 10.55 10.5610093192053 0.00327524444609374 10.5357154363486 0.0110093192052716 225 10.55 10.5656858243714 0.000105831992939676 10.5342083436357 0.0156858243713742 226 10.55 10.5538958367960 0.0122168332811848 10.5338873299228 0.00389583679596761 227 10.49 10.4410713917594 0.00536229203060995 10.5335663162100 -0.0489286082406206 228 10.49 10.4384865098837 0.00789623720149899 10.5336172529149 -0.0515134901163492 229 10.55 10.5614823196278 0.00484949075252255 10.5336681896197 0.0114823196277847 230 10.55 10.5688593778343 -0.00347306913745717 10.5346136913032 0.0188593778342838 231 10.55 10.576884627822 -0.0124438208086595 10.5355591929867 0.0268846278220032 232 10.49 10.4605493692259 -0.0182114631080917 10.5376620938822 -0.0294506307740701 233 10.55 10.5731796323991 -0.0129446271767489 10.5397649947777 0.0231796323990849 234 10.55 10.5545247970061 0.0041637833157065 10.5413114196782 0.00452479700610375 235 10.55 10.5479388872846 0.0092032681366405 10.5428578445787 -0.00206111271535647 236 10.55 10.5554748812519 0.00327524444609374 10.5412498743020 0.00547488125193851 237 10.55 10.5602522639818 0.000105831992939676 10.5396419040252 0.0102522639818403 238 10.55 10.550188546377 0.0122168332811848 10.5375946203418 0.000188546376996612 239 10.55 10.5590903713110 0.00536229203060995 10.5355473366584 0.00909037131097357 240 10.55 10.5579236105924 0.00789623720149899 10.5341801522061 0.00792361059242097 241 10.55 10.5623375414937 0.00484949075252255 10.5328129677537 0.0123375414937321 242 10.49 10.4519158151752 -0.00347306913745717 10.5315572539623 -0.0380841848247933 243 10.49 10.4621422806379 -0.0124438208086595 10.5303015401708 -0.0278577193620979 244 10.49 10.4677956905169 -0.0182114631080917 10.5304157725912 -0.0222043094830937 245 10.55 10.5824146221651 -0.0129446271767489 10.5305300050116 0.0324146221651365 246 10.55 10.5606343794331 0.0041637833157065 10.5352018372512 0.0106343794330552 247 10.55 10.5509230623725 0.0092032681366405 10.5398736694909 0.000923062372491401 248 10.49 10.4277341587493 0.00327524444609374 10.5489905968046 -0.0622658412506514 249 10.55 10.5417866438888 0.000105831992939676 10.5581075241182 -0.00821335611118634 250 10.55 10.5201310039999 0.0122168332811848 10.5676521627189 -0.0298689960001308 251 10.55 10.5174409066497 0.00536229203060995 10.5771968013196 -0.0325590933502546 252 10.63 10.6665233071872 0.00789623720149899 10.5855804556113 0.036523307187192 253 10.63 10.6611863993445 0.00484949075252255 10.5939641099030 0.0311863993445041 254 10.63 10.6619115756595 -0.00347306913745717 10.6015614934779 0.0319115756595458 255 10.63 10.6632849437558 -0.0124438208086595 10.6091588770529 0.0332849437558078 256 10.63 10.6661987974466 -0.0182114631080917 10.6120126656615 0.0361987974465610 257 10.57 10.5380781729065 -0.0129446271767489 10.6148664542702 -0.0319218270934609 258 10.63 10.6426797398456 0.0041637833157065 10.6131564768386 0.0126797398456482 259 10.63 10.6393502324563 0.0092032681366405 10.6114464994071 0.00935023245627775 260 10.63 10.6469625659811 0.00327524444609374 10.6097621895728 0.0169625659810730 261 10.63 10.6518162882685 0.000105831992939676 10.6080778797386 0.0218162882684734 262 10.57 10.5197713767415 0.0122168332811848 10.6080117899773 -0.0502286232584623 263 10.57 10.5266920077534 0.00536229203060995 10.6079457002160 -0.0433079922465769 264 10.57 10.5239869148438 0.00789623720149899 10.6081168479547 -0.0460130851561811 265 10.63 10.6468625135541 0.00484949075252255 10.6082879956934 0.0168625135540807 266 10.63 10.6547441500912 -0.00347306913745717 10.6087289190462 0.0247441500912444 267 10.63 10.6632739784096 -0.0124438208086595 10.6091698423990 0.0332739784096301 268 10.63 10.6668316288910 -0.0182114631080917 10.6113798342171 0.0368316288909742 269 10.57 10.5393548011415 -0.0129446271767489 10.6135898260352 -0.0306451988584584 270 10.63 10.6412337917280 0.0041637833157065 10.6146024249563 0.0112337917279817 271 10.63 10.6351817079859 0.0092032681366405 10.6156150238774 0.00518170798593864 272 10.57 10.5215443385171 0.00327524444609374 10.6151804170368 -0.0484556614828922 273 10.63 10.6451483578109 0.000105831992939676 10.6147458101962 0.0151483578108849 274 10.63 10.6295979444543 0.0122168332811848 10.6181852222645 -0.000402055545686508 275 10.63 10.6330130736366 0.00536229203060995 10.6216246343328 0.00301307363656278 276 10.63 10.6229962109177 0.00789623720149899 10.6291075518808 -0.00700378908234711 277 10.57 10.4985600398186 0.00484949075252255 10.6365904694289 -0.0714399601813955 278 10.63 10.618605771644 -0.00347306913745717 10.6448672974935 -0.0113942283560053 279 10.6 10.5592996952506 -0.0124438208086595 10.6531441255581 -0.0407003047493966 280 10.7 10.7572989195261 -0.0182114631080917 10.6609125435820 0.0572989195261187 281 10.7 10.7442636655709 -0.0129446271767489 10.6686809616059 0.0442636655708579 282 10.7 10.7206447206183 0.0041637833157065 10.675191496066 0.0206447206182840 283 10.7 10.7090947013372 0.0092032681366405 10.6817020305261 0.00909470133723111 284 10.7 10.7139240265766 0.00327524444609374 10.6828007289773 0.0139240265766318 285 10.7 10.7159947405786 0.000105831992939676 10.6838994274284 0.0159947405786411 286 10.7 10.7086964255763 0.0122168332811848 10.6790867411425 0.0086964255763231 287 10.7 10.7203636531128 0.00536229203060995 10.6742740548566 0.0203636531128257 288 10.7 10.7229745454515 0.00789623720149899 10.669129217347 0.0229745454514987 289 10.7 10.7311661294100 0.00484949075252255 10.6639843798374 0.0311661294100336 290 10.6 10.5428120841738 -0.00347306913745717 10.6606609849636 -0.0571879158261854 291 10.6 10.5551062307188 -0.0124438208086595 10.6573375900898 -0.0448937692811846 292 10.6 10.5619497714858 -0.0182114631080917 10.6562616916223 -0.0380502285141731 293 10.6 10.5577588340221 -0.0129446271767489 10.6551857931547 -0.042241165977936 294 10.7 10.7383223634078 0.0041637833157065 10.6575138532765 0.0383223634078274 295 10.7 10.7309548184651 0.0092032681366405 10.6598419133982 0.0309548184651121 296 10.6 10.5308163109226 0.00327524444609374 10.6659084446313 -0.0691836890774233 297 10.7 10.7279191921426 0.000105831992939676 10.6719749758644 0.0279191921426474 298 10.7 10.7089966228773 0.0122168332811848 10.6787865438415 0.00899662287733705 299 10.7 10.7090395961508 0.00536229203060995 10.6855981118185 0.00903959615084737 300 10.7 10.7021002121817 0.00789623720149899 10.6900035506168 0.00210021218165402 301 10.7 10.7007415198323 0.00484949075252255 10.6944089894151 0.000741519832326176 302 10.7 10.7064476928251 -0.00347306913745717 10.6970253763123 0.00644769282513913 303 10.7 10.7128020575992 -0.0124438208086595 10.6996417632095 0.0128020575991741 304 10.7 10.7154850368779 -0.0182114631080917 10.7027264262302 0.0154850368779123 305 10.7 10.7071335379259 -0.0129446271767489 10.7058110892509 0.0071335379258759 306 10.7 10.6841620511661 0.0041637833157065 10.7116741655181 -0.0158379488338554 307 10.7 10.6732594900779 0.0092032681366405 10.7175372417854 -0.0267405099220674 308 10.7 10.6731209825525 0.00327524444609374 10.7236037730014 -0.0268790174474738 309 10.7 10.6702238637897 0.000105831992939676 10.7296703042173 -0.0297761362102715 310 10.7 10.6537039714621 0.0122168332811848 10.7340791952567 -0.0462960285378742 311 10.8 10.8561496216733 0.00536229203060995 10.7384880862960 0.0561496216733453 312 10.8 10.8484385245077 0.00789623720149899 10.7436652382908 0.048438524507656 313 10.8 10.8463081189618 0.00484949075252255 10.7488423902856 0.0463081189618304 314 10.8 10.8504142616116 -0.00347306913745717 10.7530588075258 0.0504142616116425 315 10.7 10.6551685960427 -0.0124438208086595 10.7572752247660 -0.0448314039573265 316 10.7 10.6607650565365 -0.0182114631080917 10.7574464065716 -0.0392349434634642 317 10.7 10.6553270387996 -0.0129446271767489 10.7576175883771 -0.0446729612003764 318 10.85 10.9409044691899 0.0041637833157065 10.7549317474944 0.0909044691899261 319 10.75 10.7385508252517 0.0092032681366405 10.7522459066116 -0.0114491747482504 320 10.75 10.7453900767124 0.00327524444609374 10.7513346788415 -0.00460992328762089 321 10.75 10.7494707169356 0.000105831992939676 10.7504234510714 -0.0005292830643846 322 10.75 10.7356594753605 0.0122168332811848 10.7521236913583 -0.0143405246395059 323 10.75 10.7408137763242 0.00536229203060995 10.7538239316452 -0.00918622367580646 324 10.75 10.7342379745631 0.00789623720149899 10.7578657882354 -0.0157620254369153 325 10.75 10.7332428644218 0.00484949075252255 10.7619076448256 -0.0167571355781586 326 10.75 10.7339383775525 -0.00347306913745717 10.769534691585 -0.0160616224475394 327 10.75 10.7352820824643 -0.0124438208086595 10.7771617383444 -0.0147179175357000 328 10.75 10.7316377518743 -0.0182114631080917 10.7865737112338 -0.0183622481257046 329 10.75 10.7169589430535 -0.0129446271767489 10.7959856841232 -0.0330410569464821 330 10.85 10.8906535733125 0.0041637833157065 10.8051826433718 0.0406535733124862 331 10.85 10.8764171292430 0.0092032681366405 10.8143796026204 0.026417129242974 332 10.85 10.8747322769706 0.00327524444609374 10.8219924785833 0.024732276970596 333 10.85 10.8702888134608 0.000105831992939676 10.8296053545462 0.0202888134608248 334 10.85 10.8552979930681 0.0122168332811848 10.8324851736507 0.00529799306809409 335 10.85 10.8592727152142 0.00536229203060995 10.8353649927552 0.00927271521418227 336 10.85 10.8574173670510 0.00789623720149899 10.8346863957475 0.0074173670509623 337 10.85 10.8611427105076 0.00484949075252255 10.8340077987399 0.0111427105076043 338 10.85 10.8713271836200 -0.00347306913745717 10.8321458855174 0.0213271836200377 339 10.85 10.8821598485137 -0.0124438208086595 10.8302839722950 0.0321598485136896 340 10.75 10.6925009860512 -0.0182114631080917 10.8257104770569 -0.0574990139488243 341 10.75 10.6918076453579 -0.0129446271767489 10.8211369818189 -0.0581923546421148 342 10.85 10.8833948073724 0.0041637833157065 10.8124414093119 0.0333948073723569 343 10.85 10.8870508950583 0.0092032681366405 10.803745836805 0.0370508950583499 344 10.85 10.9009760352685 0.00327524444609374 10.7957487202854 0.0509760352685422 345 10.85 10.9121425642413 0.000105831992939676 10.7877516037657 0.0621425642413431 346 10.75 10.7080515276622 0.0122168332811848 10.7797316390566 -0.0419484723377632 347 10.75 10.7229260336220 0.00536229203060995 10.7717116743474 -0.0270739663780475 348 10.75 10.7288956640661 0.00789623720149899 10.7632080987324 -0.0211043359339040 349 10.75 10.7404459861301 0.00484949075252255 10.7547045231174 -0.00955401386989685 350 10.75 10.7576290509911 -0.00347306913745717 10.7458440181464 0.00762905099110078

Charts produced by software:

http://www.freestatistics.org/blog/date/2010/Dec/13/t1292236891cstza9dovw1ebio/1lt071292236987.png (open in new window) http://www.freestatistics.org/blog/date/2010/Dec/13/t1292236891cstza9dovw1ebio/1lt071292236987.ps (open in new window) http://www.freestatistics.org/blog/date/2010/Dec/13/t1292236891cstza9dovw1ebio/2lt071292236987.png (open in new window) http://www.freestatistics.org/blog/date/2010/Dec/13/t1292236891cstza9dovw1ebio/2lt071292236987.ps (open in new window) http://www.freestatistics.org/blog/date/2010/Dec/13/t1292236891cstza9dovw1ebio/3ekzs1292236987.png (open in new window) http://www.freestatistics.org/blog/date/2010/Dec/13/t1292236891cstza9dovw1ebio/3ekzs1292236987.ps (open in new window) http://www.freestatistics.org/blog/date/2010/Dec/13/t1292236891cstza9dovw1ebio/4ekzs1292236987.png (open in new window) http://www.freestatistics.org/blog/date/2010/Dec/13/t1292236891cstza9dovw1ebio/4ekzs1292236987.ps (open in new window)

Parameters (Session):

par1 = 12 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ;

Parameters (R input):

par1 = 12 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ;

R code (references can be found in the software module):

par1 <- as.numeric(par1) #seasonal period 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')

Copyright

This work is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 3.0 License.

Software written by Ed van Stee & Patrick Wessa

Disclaimer

Information provided on this web site is provided "AS IS" without warranty of any kind, either express or implied, including, without limitation, warranties of merchantability, fitness for a particular purpose, and noninfringement. We use reasonable efforts to include accurate and timely information and periodically update the information, and software without notice. However, we make no warranties or representations as to the accuracy or completeness of such information (or software), and we assume no liability or responsibility for errors or omissions in the content of this web site, or any software bugs in online applications. Your use of this web site is AT YOUR OWN RISK. Under no circumstances and under no legal theory shall we be liable to you or any other person for any direct, indirect, special, incidental, exemplary, or consequential damages arising from your access to, or use of, this web site.

Privacy Policy

We may request personal information to be submitted to our servers in order to be able to:

• personalize online software applications according to your needs
• enforce strict security rules with respect to the data that you upload (e.g. statistical data)
• manage user sessions of online applications
• alert you about important changes or upgrades in resources or applications

We NEVER allow other companies to directly offer registered users information about their products and services. Banner references and hyperlinks of third parties NEVER contain any personal data of the visitor.

We do NOT sell, nor transmit by any means, personal information, nor statistical data series uploaded by you to third parties.

We carefully protect your data from loss, misuse, alteration, and destruction. However, at any time, and under any circumstance you are solely responsible for managing your passwords, and keeping them secret.

We store a unique ANONYMOUS USER ID in the form of a small 'Cookie' on your computer. This allows us to track your progress when using this website which is necessary to create state-dependent features. The cookie is used for NO OTHER PURPOSE. At any time you may opt to disallow cookies from this website - this will not affect other features of this website.

We examine cookies that are used by third-parties (banner and online ads) very closely: abuse from third-parties automatically results in termination of the advertising contract without refund. We have very good reason to believe that the cookies that are produced by third parties (banner ads) do NOT cause any privacy or security risk.

FreeStatistics.org is safe. There is no need to download any software to use the applications and services contained in this website. Hence, your system's security is not compromised by their use, and your personal data - other than data you submit in the account application form, and the user-agent information that is transmitted by your browser - is never transmitted to our servers.

As a general rule, we do not log on-line behavior of individuals (other than normal logging of webserver 'hits'). However, in cases of abuse, hacking, unauthorized access, Denial of Service attacks, illegal copying, hotlinking, non-compliance with international webstandards (such as robots.txt), or any other harmful behavior, our system engineers are empowered to log, track, identify, publish, and ban misbehaving individuals - even if this leads to ban entire blocks of IP addresses, or disclosing user's identity.

FreeStatistics.org is powered by