| ws8dollar3 | *The author of this computation has been verified* | R Software Module: /rwasp_structuraltimeseries.wasp (opens new window with default values) | Title produced by software: Structural Time Series Models | Date of computation: Tue, 07 Dec 2010 21:58:59 +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/07/t12917590487d6apppx0je7thm.htm/, Retrieved Tue, 07 Dec 2010 22:57:28 +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/07/t12917590487d6apppx0je7thm.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 « | 1.2998
1.3146
1.3225
1.3321
1.3339
1.3496
1.3647
1.3674
1.3647
1.3481
1.3612
1.3626
1.3711
1.37
1.377
1.3945
1.3917
1.4084
1.4244
1.4014
1.4018
1.3926
1.3857
1.3857
1.3803
1.3912
1.4031
1.3934
1.4016
1.3861
1.3859
1.3896
1.4089
1.4101
1.3958
1.3833
1.3936
1.3874
1.397
1.3856
1.378
1.3705
1.3726
1.3648
1.3611
1.346
1.3477
1.3412
1.3323
1.3364
1.312
1.3074
1.306
1.3078
1.2989
1.285
1.2801
1.2725
1.2715
1.2697
1.2744
1.2874
1.2834
1.2818
1.28
1.268
1.27
1.2713
1.2693
1.2613
1.2611
1.2704
1.2711
1.2836
1.288
1.286
1.282
1.2799
1.279
1.3016
1.3133
1.3253
1.3176
1.3184
1.3206
1.3221
1.3073
1.3028
1.3069
1.2992
1.3033
1.2931
1.2897
1.285
1.2817
1.2844
1.2957
1.3
1.2828
1.2703
1.2569
1.2572
1.2637
1.266
1.2567
1.2579
1.2531
1.2548
1.2328
1.2271
1.2198
1.2339
1.2294
1.2262
1.2271
1.2258
1.2391
1.2372
1.2363
1.2277
1.2258
1.2249
1.2127
1.2045
1.201
1.1942
1.1959
1.206
1.2268
1.2218
1.2155
1 etc... | | Output produced by software: |
Structural Time Series Model | t | Observed | Level | Slope | Seasonal | Stand. Residuals | 1 | 1.2998 | 1.2998 | 0 | 0 | 0 | 2 | 1.3146 | 1.31237316719663 | 0.00222136648033509 | 0.00222136648033509 | 0.458122061518789 | 3 | 1.3225 | 1.32011649790405 | 0.0023631557674314 | 0.0023631557674314 | 0.547742673656788 | 4 | 1.3321 | 1.32953729864246 | 0.00253668432746391 | 0.00253668432746391 | 0.699867497974144 | 5 | 1.3339 | 1.33138245849536 | 0.00252009072354132 | 0.00252009072354132 | -0.0685550469893068 | 6 | 1.3496 | 1.35262198800235 | 0.000772756184619231 | -0.00309102473847693 | 2.14865094021261 | 7 | 1.3647 | 1.36323805757069 | 0.00143787759563939 | 0.00143787759563939 | 0.810886108668283 | 8 | 1.3674 | 1.36594373214790 | 0.00145159497464414 | 0.00145159497464415 | 0.124866804127273 | 9 | 1.3647 | 1.36330646544455 | 0.00140860837382449 | 0.00140860837382449 | -0.402695966605049 | 10 | 1.3481 | 1.34694180960045 | 0.00122371260969539 | 0.00122371260969540 | -1.75032514484793 | 11 | 1.3612 | 1.36351996336001 | 0.000594144790303934 | -0.00237657916121574 | 1.62275718214983 | 12 | 1.3626 | 1.36209607461411 | 0.000509815349788358 | 0.000509815349788359 | -0.179481783371926 | 13 | 1.3711 | 1.37050690650351 | 0.000563969194690299 | 0.000563969194690297 | 0.776691839941105 | 14 | 1.37 | 1.36945281423357 | 0.000553150926662904 | 0.0005531509266629 | -0.159056725179429 | 15 | 1.377 | 1.37638100948221 | 0.000595488206533926 | 0.000595488206533933 | 0.626658196999054 | 16 | 1.3945 | 1.39492920734688 | 0.000123850010617025 | -0.000495400042468114 | 1.84881642994845 | 17 | 1.3917 | 1.39168845211034 | 2.20817468184817e-05 | 2.20817468184873e-05 | -0.308242824051166 | 18 | 1.4084 | 1.40823413093218 | 0.000104958211749128 | 0.000104958211749116 | 1.62287017781720 | 19 | 1.4244 | 1.42415917540355 | 0.000182501730739752 | 0.000182501730739743 | 1.55375843398263 | 20 | 1.4014 | 1.40141385188929 | 7.06746429535204e-05 | 7.06746429535489e-05 | -2.25181334320783 | 21 | 1.4018 | 1.40203787914516 | 5.9979834133995e-05 | -0.000239919336536000 | 0.0562666696640895 | 22 | 1.3926 | 1.39279086212426 | -0.000160604203426476 | -0.000160604203426461 | -0.866167919025358 | 23 | 1.3857 | 1.38591194053388 | -0.000187174255322329 | -0.000187174255322325 | -0.659502287002548 | 24 | 1.3857 | 1.38588595635723 | -0.000186550608331360 | -0.000186550608331382 | 0.0158230929578236 | 25 | 1.3803 | 1.38052556394478 | -0.00020648980443784 | -0.000206489804437809 | -0.507882229384676 | 26 | 1.3912 | 1.38976182910258 | -0.000350839078676526 | 0.00140335631470608 | 0.952957684182139 | 27 | 1.4031 | 1.40313769443727 | -8.33850597425636e-05 | -8.33850597425581e-05 | 1.29002301615033 | 28 | 1.3934 | 1.39354945230304 | -0.000114413245231229 | -0.000114413245231214 | -0.932729801466126 | 29 | 1.4016 | 1.40165782038850 | -8.81349667198179e-05 | -8.81349667198545e-05 | 0.806913948284024 | 30 | 1.3861 | 1.38629311638737 | -0.000136796895807369 | -0.000136796895807319 | -1.49910523965768 | 31 | 1.3859 | 1.38539416758343 | -0.000127160593570026 | 0.000508642374280082 | -0.0765327724985453 | 32 | 1.3896 | 1.38964003244828 | -5.4825004591078e-05 | -5.48250045910849e-05 | 0.413713055019176 | 33 | 1.4089 | 1.40883039050646 | -1.33742024804178e-06 | -1.33742024803385e-06 | 1.88812168152007 | 34 | 1.4101 | 1.41009323553909 | 2.10384494321104e-06 | 2.10384494316629e-06 | 0.124027060695399 | 35 | 1.3958 | 1.39588883512604 | -3.64605068614171e-05 | -3.6460506861353e-05 | -1.39377391309438 | 36 | 1.3833 | 1.38372192854720 | 9.43013584444052e-05 | -0.000377205433777643 | -1.2137802962751 | 37 | 1.3936 | 1.39333630480672 | 0.000231112013503591 | 0.000231112013503595 | 0.90500174666575 | 38 | 1.3874 | 1.38720772126184 | 0.000215723791321335 | 0.000215723791321357 | -0.623833049052045 | 39 | 1.397 | 1.39672791515727 | 0.000237782342274477 | 0.000237782342274409 | 0.912688960394073 | 40 | 1.3856 | 1.38543201549092 | 0.000210505383361206 | 0.000210505383361276 | -1.13135244833799 | 41 | 1.378 | 1.37911152669171 | 0.000271862007604775 | -0.00108744803041911 | -0.65176235485245 | 42 | 1.3705 | 1.37037370718312 | 0.000157405178202116 | 0.000157405178202116 | -0.859615642648066 | 43 | 1.3726 | 1.37243151744366 | 0.000161476659698009 | 0.000161476659698039 | 0.186388762021383 | 44 | 1.3648 | 1.36468428616178 | 0.000144870655402193 | 0.000144870655402125 | -0.775672516759305 | 45 | 1.3611 | 1.36097739960887 | 0.000136800561277543 | 0.000136800561277608 | -0.377772921140475 | 46 | 1.346 | 1.34706677645753 | 0.000253746551793276 | -0.00101498620717311 | -1.39898074347664 | 47 | 1.3477 | 1.34744441235465 | 0.000255156822196392 | 0.000255156822196394 | 0.0118542049926225 | 48 | 1.3412 | 1.34098251742327 | 0.000242245296325449 | 0.000242245296325479 | -0.658727418411663 | 49 | 1.3323 | 1.33210854085833 | 0.000225067694556134 | 0.000225067694556075 | -0.894008018953143 | 50 | 1.3364 | 1.33615366491953 | 0.000232251769825555 | 0.000232251769825597 | 0.374623948940377 | 51 | 1.312 | 1.31369117308859 | 0.000401875508332429 | -0.00160750203332970 | -2.2564500414302 | 52 | 1.3074 | 1.30709476167387 | 0.000329712612325538 | 0.000329712612325537 | -0.671168547771845 | 53 | 1.306 | 1.30567976046885 | 0.000326671524054976 | 0.000326671524054992 | -0.171085582235267 | 54 | 1.3078 | 1.30746545611355 | 0.000329164934255731 | 0.000329164934255684 | 0.143070889797933 | 55 | 1.2989 | 1.29862030852428 | 0.000313514216545118 | 0.000313514216545150 | -0.899625402157995 | 56 | 1.285 | 1.28663305451022 | 0.000396926028344769 | -0.00158770411337905 | -1.22137454739101 | 57 | 1.2801 | 1.27979665629362 | 0.000328757926970802 | 0.000328757926970803 | -0.695026600453718 | 58 | 1.2725 | 1.27221302726666 | 0.000316142321232872 | 0.000316142321232904 | -0.775827807933972 | 59 | 1.2715 | 1.27119088388868 | 0.000314049942517809 | 0.000314049942517752 | -0.131221905263521 | 60 | 1.2697 | 1.26939701161654 | 0.000310759619140957 | 0.000310759619140976 | -0.206686236758055 | 61 | 1.2744 | 1.27547852026329 | 0.000274948945064476 | -0.00109979578025788 | 0.572351601277808 | 62 | 1.2874 | 1.28698793808513 | 0.000372435523327549 | 0.000372435523327526 | 1.08119842947453 | 63 | 1.2834 | 1.28304978868608 | 0.000366102641381640 | 0.000366102641381683 | -0.422637053224148 | 64 | 1.2818 | 1.28144400819702 | 0.000363261508541638 | 0.000363261508541573 | -0.193335798887754 | 65 | 1.28 | 1.27964780646463 | 0.000360154789934682 | 0.000360154789934710 | -0.211727112949529 | 66 | 1.268 | 1.26971409851455 | 0.00041903682824843 | -0.00167614731299368 | -1.01999572352103 | 67 | 1.27 | 1.26958728375218 | 0.000414647975362795 | 0.000414647975362763 | -0.0526032885818237 | 68 | 1.2713 | 1.27088091428609 | 0.000415845264464098 | 0.000415845264464136 | 0.0861765322729578 | 69 | 1.2693 | 1.26889621195446 | 0.000412638104053315 | 0.000412638104053257 | -0.235352528436200 | 70 | 1.2613 | 1.26092943347194 | 0.000401458785464508 | 0.000401458785464536 | -0.82152719771503 | 71 | 1.2611 | 1.26267242138817 | 0.000394341825655731 | -0.00157736730262289 | 0.132821484970289 | 72 | 1.2704 | 1.26992989278951 | 0.000445749745283151 | 0.000445749745283113 | 0.662161466834924 | 73 | 1.2711 | 1.27065287621655 | 0.000446101734091045 | 0.000446101734091087 | 0.0271791086438508 | 74 | 1.2836 | 1.28309473398787 | 0.000461041444733454 | 0.000461041444733354 | 1.17602531616991 | 75 | 1.288 | 1.28751941594850 | 0.000465971358292503 | 0.000465971358292536 | 0.388582261954089 | 76 | 1.286 | 1.28786667189554 | 0.000466558554812889 | -0.00186623421925152 | -0.0117454781039152 | 77 | 1.282 | 1.28160455529770 | 0.000419384286084231 | 0.000419384286084197 | -0.649843408794833 | 78 | 1.2799 | 1.27949295559755 | 0.000416375141510082 | 0.000416375141510146 | -0.248119877469811 | 79 | 1.279 | 1.27859002745404 | 0.000414836402329829 | 0.000414836402329739 | -0.129335177735860 | 80 | 1.3016 | 1.30107807373106 | 0.000440549278111208 | 0.000440549278111194 | 2.16390016890479 | 81 | 1.3133 | 1.31476782316107 | 0.000379167461014131 | -0.00151666984405649 | 1.31004702479378 | 82 | 1.3253 | 1.32482257973866 | 0.000442921001769932 | 0.000442921001769884 | 0.935276978662455 | 83 | 1.3176 | 1.31719584932581 | 0.000433900340616456 | 0.000433900340616527 | -0.791064539648863 | 84 | 1.3184 | 1.31796449843232 | 0.00043426745391751 | 0.000434267453917451 | 0.0328152722331444 | 85 | 1.3206 | 1.32015732295842 | 0.000436193792421136 | 0.000436193792421139 | 0.172390462955467 | 86 | 1.3221 | 1.32377754728710 | 0.000422321511609244 | -0.00168928604643694 | 0.314658556882775 | 87 | 1.3073 | 1.30704557854587 | 0.000315704652189130 | 0.000315704652189089 | -1.65949067147741 | 88 | 1.3028 | 1.30250731003310 | 0.000310584703031825 | 0.000310584703031898 | -0.475818351910246 | 89 | 1.3069 | 1.30657169146438 | 0.000314469460606217 | 0.000314469460606151 | 0.367971746144727 | 90 | 1.2992 | 1.29892311956935 | 0.000306237676848177 | 0.000306237676848206 | -0.780589065358421 | 91 | 1.3033 | 1.30442043306613 | 0.000284892826070459 | -0.00113957130428182 | 0.512756291831487 | 92 | 1.2931 | 1.29292653454505 | 0.000215617099341878 | 0.00021561709934184 | -1.14026261271604 | 93 | 1.2897 | 1.28950143998168 | 0.000211981941549239 | 0.000211981941549331 | -0.356876704356864 | 94 | 1.285 | 1.28481089507639 | 0.000207179011192619 | 0.000207179011192543 | -0.480564645097666 | 95 | 1.2817 | 1.28150919115202 | 0.000203745005982263 | 0.000203745005982303 | -0.343954114795366 | 96 | 1.2844 | 1.28514881036394 | 0.000190369397251957 | -0.000761477589007826 | 0.339237798805102 | 97 | 1.2957 | 1.29541725740225 | 0.000246621613274232 | 0.000246621613274172 | 0.976230998865464 | 98 | 1.3 | 1.29973451308182 | 0.000250480017389895 | 0.000250480017389973 | 0.399009541275779 | 99 | 1.2828 | 1.28262964548511 | 0.000234338281021847 | 0.000234338281021808 | -1.70119645939862 | 100 | 1.2703 | 1.27012446524240 | 0.000222501401284753 | 0.000222501401284816 | -1.24874563234362 | 101 | 1.2569 | 1.25801774301391 | 0.000268072056207910 | -0.00107228822483161 | -1.21684370293114 | 102 | 1.2572 | 1.25694387131064 | 0.000260945045577687 | 0.000260945045577648 | -0.130062839640216 | 103 | 1.2637 | 1.26341057817968 | 0.000266543481429895 | 0.000266543481429918 | 0.608284368720573 | 104 | 1.266 | 1.26572409788063 | 0.000268355553739790 | 0.000268355553739727 | 0.200643131541146 | 105 | 1.2567 | 1.25647514891289 | 0.000259938435444024 | 0.000259938435444089 | -0.932878957922271 | 106 | 1.2579 | 1.25890128216276 | 0.000252317095112425 | -0.00100926838044969 | 0.213719778414574 | 107 | 1.2531 | 1.25290181661080 | 0.000220649821706352 | 0.00022064982170634 | -0.606238987512731 | 108 | 1.2548 | 1.25457275535468 | 0.000221897963849532 | 0.000221897963849562 | 0.142153418129639 | 109 | 1.2328 | 1.23267831617927 | 0.000203219899929510 | 0.000203219899929488 | -2.16778364719355 | 110 | 1.2271 | 1.2269237715037 | 0.000198192928748022 | 0.000198192928748083 | -0.583963790256871 | 111 | 1.2198 | 1.22070263169395 | 0.000219741309039722 | -0.000878965236158878 | -0.633139015327585 | 112 | 1.2339 | 1.23357349441860 | 0.000280990391425279 | 0.000280990391425262 | 1.22735511061807 | 113 | 1.2294 | 1.22914026783156 | 0.000277111765814052 | 0.000277111765814047 | -0.462066348786506 | 114 | 1.2262 | 1.22593852256570 | 0.000274302903558373 | 0.000274302903558341 | -0.340981894865998 | 115 | 1.2271 | 1.22682295554101 | 0.000274795098113282 | 0.000274795098113323 | 0.0598021818586618 | 116 | 1.2258 | 1.22690240834222 | 0.000275422041230014 | -0.00110168816492002 | -0.0192610298226861 | 117 | 1.2391 | 1.23872941692668 | 0.000328980185673289 | 0.000328980185673236 | 1.12115787470928 | 118 | 1.2372 | 1.23688076410085 | 0.000327264043377784 | 0.000327264043377783 | -0.213438192960515 | 119 | 1.2363 | 1.23597822101936 | 0.000326312899489525 | 0.000326312899489494 | -0.120538122063845 | 120 | 1.2277 | 1.22741333695706 | 0.000319442140489513 | 0.00031944214048958 | -0.871460122308924 | 121 | 1.2258 | 1.22708807404198 | 0.000321424294952769 | -0.00128569717981103 | -0.0635519445676054 | 122 | 1.2249 | 1.22460119118777 | 0.000308932613463691 | 0.000308932613463635 | -0.272670721550449 | 123 | 1.2127 | 1.21244644163012 | 0.000299507484183445 | 0.000299507484183491 | -1.22159451113643 | 124 | 1.2045 | 1.20423817216463 | 0.000293193383713679 | 0.000293193383713637 | -0.833866987874435 | 125 | 1.201 | 1.20072366804544 | 0.000290369761030909 | 0.000290369761030973 | -0.373201178270638 | 126 | 1.1942 | 1.19544769377643 | 0.000306793025804204 | -0.00122717210321674 | -0.548569463827906 | 127 | 1.1959 | 1.19559446834259 | 0.000306109026236969 | 0.000306109026236874 | -0.0155424470210832 | 128 | 1.206 | 1.20565085851586 | 0.000313195680461619 | 0.000313195680461605 | 0.955634086321265 | 129 | 1.2268 | 1.22639689932773 | 0.000327771069136484 | 0.000327771069136371 | 2.00264200229827 | 130 | 1.2218 | 1.22149523565804 | 0.000324043657227013 | 0.000324043657227109 | -0.512541594276148 | 131 | 1.2155 | 1.21687055807687 | 0.000338078356780946 | -0.00135231342712372 | -0.487592011951768 | 132 | 1.2307 | 1.23026109111890 | 0.000391775291196283 | 0.000391775291196173 | 1.26819220722729 | 133 | 1.2384 | 1.23797610303317 | 0.000396898793204334 | 0.00039689879320438 | 0.717747703758997 | 134 | 1.2255 | 1.22516088248075 | 0.000387826536520445 | 0.000387826536520373 | -1.29491487924975 | 135 | 1.2309 | 1.23049056353850 | 0.000391217364137513 | 0.000391217364137563 | 0.484349201677846 | 136 | 1.2223 | 1.22396589185711 | 0.000410098695147272 | -0.00164039478058899 | -0.681272554924072 | 137 | 1.236 | 1.23550555238318 | 0.000454227299184048 | 0.000454227299183952 | 1.08169294685137 | 138 | 1.2497 | 1.24918808356119 | 0.000463148351502821 | 0.000463148351502771 | 1.29648523009917 | 139 | 1.2334 | 1.23300922121273 | 0.000452132763929222 | 0.00045213276392925 | -1.6310572304698 | 140 | 1.227 | 1.22657779780014 | 0.000447579756217948 | 0.000447579756217983 | -0.67464634179645 | 141 | 1.2428 | 1.24434414609237 | 0.000401998961316493 | -0.00160799584526592 | 1.70571184793343 | 142 | 1.2349 | 1.23457371270862 | 0.000363074609088360 | 0.000363074609088362 | -0.988950088489482 | 143 | 1.2492 | 1.24877689302779 | 0.000372083361162308 | 0.000372083361162145 | 1.35643146323798 | 144 | 1.2587 | 1.2582883833864 | 0.000377922427109768 | 0.000377922427109738 | 0.89572864140183 | 145 | 1.2686 | 1.26818092559180 | 0.000383996925871278 | 0.000383996925871344 | 0.93250204618721 | 146 | 1.2698 | 1.27129813684466 | 0.00037705337123508 | -0.00150821348494031 | 0.269143534098193 | 147 | 1.2969 | 1.29634248020964 | 0.000468255082360728 | 0.00046825508236072 | 2.39875662388985 | 148 | 1.2746 | 1.27422919941083 | 0.000454050824570548 | 0.000454050824570524 | -2.21313188724996 | 149 | 1.2727 | 1.27225639461596 | 0.000452552456032895 | 0.000452552456032872 | -0.237847043246105 | 150 | 1.2924 | 1.29186500594533 | 0.000464371540543101 | 0.000464371540543097 | 1.87741333573922 | 151 | 1.3089 | 1.31051188972359 | 0.000419730957270606 | -0.00167892382908236 | 1.79015647551079 | 152 | 1.3238 | 1.32329131022064 | 0.000463935748081783 | 0.000463935748081659 | 1.20220874434780 | 153 | 1.3315 | 1.33100492540821 | 0.000468347543874091 | 0.000468347543874017 | 0.710506890847952 | 154 | 1.3256 | 1.32515870422340 | 0.00046457565565235 | 0.000464575655652416 | -0.618861102176953 | 155 | 1.3245 | 1.32404219711515 | 0.000463631852532389 | 0.00046363185253244 | -0.154954438092255 | 156 | 1.329 | 1.33077188894421 | 0.000448747560118599 | -0.00179499024047434 | 0.616826788329281 | 157 | 1.3321 | 1.33164822236622 | 0.000450228470491930 | 0.000450228470491846 | 0.0416002892008171 | 158 | 1.3311 | 1.33065593974204 | 0.000449378297153533 | 0.000449378297153444 | -0.141372389131713 | 159 | 1.3339 | 1.33344066097617 | 0.00045072932975438 | 0.00045072932975442 | 0.228873812086847 | 160 | 1.3373 | 1.33683670936602 | 0.000452432144349303 | 0.000452432144349366 | 0.288654089634906 | 161 | 1.3486 | 1.35024276519785 | 0.000422630437339922 | -0.00169052174935966 | 1.27495781519685 | 162 | 1.3432 | 1.34283206382306 | 0.000396331985093514 | 0.000396331985093448 | -0.762279056241355 | 163 | 1.3535 | 1.35306179721668 | 0.000401950421030714 | 0.000401950421030581 | 0.96370784800102 | 164 | 1.3544 | 1.35399578970718 | 0.000402248816552171 | 0.000402248816552223 | 0.052141990670155 | 165 | 1.3615 | 1.36106941656139 | 0.000405988108694385 | 0.000405988108694465 | 0.653818367420486 | 166 | 1.3583 | 1.35994327051443 | 0.000409405486596885 | -0.00163762194638754 | -0.150779080048772 | 167 | 1.3585 | 1.35810606072119 | 0.000402087376780376 | 0.000402087376780364 | -0.218667855582105 | 168 | 1.3384 | 1.33808453079790 | 0.000390764068902987 | 0.000390764068902938 | -2.00156966366186 | 169 | 1.3296 | 1.32924827475563 | 0.000385742445582714 | 0.000385742445582812 | -0.904272910419516 | 170 | 1.334 | 1.3335974897184 | 0.000387898170042768 | 0.000387898170042803 | 0.388430962547305 | 171 | 1.3396 | 1.34106420806582 | 0.000372576443110034 | -0.00149030577244011 | 0.696543882033888 | 172 | 1.3468 | 1.34639375645965 | 0.00038825685995439 | 0.000388256859954279 | 0.482565523912836 | 173 | 1.3479 | 1.34750867291914 | 0.00038864813539223 | 0.000388648135392137 | 0.0712140500933436 | 174 | 1.3482 | 1.34781171272614 | 0.000388602885606138 | 0.000388602885606244 | -0.00838978239235207 | 175 | 1.3471 | 1.34671764648707 | 0.00038781966106138 | 0.000387819661061448 | -0.145304432748568 | 176 | 1.3353 | 1.33697382700028 | 0.000409118594885035 | -0.00163647437954008 | -0.996813402500878 | 177 | 1.3356 | 1.33520548064279 | 0.000402423977962241 | 0.000402423977962135 | -0.212016594833131 | 178 | 1.3338 | 1.33340684259451 | 0.000401271971232243 | 0.000401271971232158 | -0.215706764718051 | 179 | 1.3519 | 1.35142472986254 | 0.000410323057190945 | 0.000410323057190968 | 1.72644983949853 | 180 | 1.3471 | 1.34671119804449 | 0.000407692044218655 | 0.000407692044218742 | -0.502143977295388 | 181 | 1.3548 | 1.35632161816087 | 0.000388886532420451 | -0.00155554612968178 | 0.905316160897866 | 182 | 1.366 | 1.36555255888601 | 0.000415329096001473 | 0.000415329096001308 | 0.861085661301848 | 183 | 1.3756 | 1.37514616073513 | 0.000420002089882108 | 0.000420002089882082 | 0.899475690190023 | 184 | 1.3723 | 1.37189536568181 | 0.000418167426864007 | 0.000418167426864023 | -0.359740113536644 | 185 | 1.3705 | 1.37009113599754 | 0.000417057302575774 | 0.000417057302575903 | -0.217796096892224 | 186 | 1.3765 | 1.37808010430015 | 0.000402004970470364 | -0.00160801988188146 | 0.744803049699507 | 187 | 1.3657 | 1.36538371422374 | 0.00036387484300119 | 0.000363874843001124 | -1.27579758283132 | 188 | 1.361 | 1.36065741381337 | 0.000361351939896788 | 0.000361351939896761 | -0.498836648252812 | 189 | 1.3557 | 1.35536225411877 | 0.000358599714189262 | 0.000358599714189283 | -0.55433757122544 | 190 | 1.3662 | 1.36579934290358 | 0.000363500780269860 | 0.000363500780269953 | 0.98769079950008 | 191 | 1.3582 | 1.35972754534114 | 0.000375955036632861 | -0.00150382014653143 | -0.632935435277466 | 192 | 1.3668 | 1.36638341228979 | 0.000393762844969277 | 0.000393762844969170 | 0.611764205700736 | 193 | 1.3641 | 1.36371898828447 | 0.000392286218501532 | 0.000392286218501480 | -0.299700127476196 | 194 | 1.3548 | 1.35444792006779 | 0.000387705774030589 | 0.000387705774030715 | -0.947001863815514 | 195 | 1.3525 | 1.35212357754176 | 0.000386420953845872 | 0.000386420953845935 | -0.265778775543339 | 196 | 1.357 | 1.35847866558878 | 0.000375167609211233 | -0.00150067043684492 | 0.586982540844803 | 197 | 1.3489 | 1.34859051767801 | 0.000346798701497956 | 0.000346798701497883 | -0.999957652876224 | 198 | 1.3547 | 1.35433077876789 | 0.000349337350929628 | 0.000349337350929491 | 0.528552334848099 | 199 | 1.3577 | 1.35733962893854 | 0.000350566248038994 | 0.000350566248039096 | 0.260628823587191 | 200 | 1.3626 | 1.36223059776828 | 0.000352663150313379 | 0.000352663150313448 | 0.44495354551699 | 201 | 1.3519 | 1.35341189324617 | 0.000369520230069981 | -0.00147808092027991 | -0.90186427303768 | 202 | 1.3567 | 1.35631443759474 | 0.000376349417239044 | 0.000376349417238985 | 0.246827486393176 | 203 | 1.3726 | 1.37215952034275 | 0.000383451627458428 | 0.00038345162745821 | 1.51590731959810 | 204 | 1.3649 | 1.36454962031630 | 0.000379848736959727 | 0.000379848736959938 | -0.783333738221188 | 205 | 1.3607 | 1.36033914235503 | 0.000377780782091648 | 0.000377780782091691 | -0.449843515769858 | 206 | 1.3572 | 1.35873266915341 | 0.000381338438131862 | -0.00152535375252746 | -0.195103734312299 | 207 | 1.3718 | 1.37134199666417 | 0.000413513750397018 | 0.000413513750397016 | 1.19169902539835 | 208 | 1.374 | 1.37357894671299 | 0.000414330887539042 | 0.000414330887538795 | 0.178692434853583 | 209 | 1.376 | 1.37557912490004 | 0.000415028563680633 | 0.000415028563680809 | 0.155409281845272 | 210 | 1.3675 | 1.36712158331593 | 0.000411127150470147 | 0.000411127150470236 | -0.869490790945688 | 211 | 1.3691 | 1.37071054750506 | 0.000405565829464749 | -0.00162226331785901 | 0.312437414178422 | 212 | 1.3847 | 1.38421311460329 | 0.00043921918813199 | 0.000439219188131947 | 1.27655063215206 | 213 | 1.3984 | 1.39790611811436 | 0.000445019606601974 | 0.000445019606601694 | 1.29883281327731 | 214 | 1.3937 | 1.39327587192869 | 0.000442839032143941 | 0.000442839032144111 | -0.49736149590291 | 215 | 1.3913 | 1.39086889119658 | 0.000441615222150879 | 0.000441615222150993 | -0.279274140427309 | 216 | 1.3966 | 1.39829298261242 | 0.000429681270366255 | -0.00171872508146506 | 0.68644490619249 | 217 | 1.3999 | 1.39946574787287 | 0.000431546887020836 | 0.000431546887020882 | 0.0724362881608519 | 218 | 1.4072 | 1.40674029893236 | 0.000434473189717464 | 0.000434473189717123 | 0.670591495369716 | 219 | 1.4085 | 1.40806188386635 | 0.00043484562242788 | 0.00043484562242803 | 0.086933983880601 | 220 | 1.4151 | 1.41463992844929 | 0.000437423443710807 | 0.000437423443710922 | 0.602012898932976 | 221 | 1.4135 | 1.41524792542271 | 0.000437138570076657 | -0.00174855428030667 | 0.0167677300060013 | 222 | 1.4064 | 1.40602176854997 | 0.00041342122743876 | 0.000413421227438888 | -0.942091954108009 | 223 | 1.4132 | 1.41276061454022 | 0.000416065719902899 | 0.000416065719902497 | 0.619867560636576 | 224 | 1.4279 | 1.42742555464765 | 0.000421914083881587 | 0.000421914083881701 | 1.39633553386136 | 225 | 1.4369 | 1.4364428710318 | 0.000425440331873748 | 0.000425440331873849 | 0.84231668643848 | 226 | 1.4374 | 1.4390791709313 | 0.000421830440022184 | -0.00168732176008883 | 0.217315999279215 | 227 | 1.4486 | 1.44812604706975 | 0.000442535506130491 | 0.000442535506130607 | 0.840963210720555 | 228 | 1.4563 | 1.45582773391732 | 0.000445503997708805 | 0.000445503997708439 | 0.711366045998112 | 229 | 1.4481 | 1.44768958740784 | 0.000442057903374254 | 0.000442057903374481 | -0.841161381692007 | 230 | 1.4528 | 1.45234073541944 | 0.000443746943867041 | 0.000443746943867111 | 0.412472964257109 | 231 | 1.4273 | 1.4293114845568 | 0.000481236526593215 | -0.00192494610637284 | -2.30711056264551 | 232 | 1.4304 | 1.4299180126499 | 0.000481530846896518 | 0.000481530846896683 | 0.0122175164259112 | 233 | 1.435 | 1.43450170424177 | 0.000483172448300732 | 0.000483172448300269 | 0.401992643089056 | 234 | 1.4442 | 1.44368134959516 | 0.000486589150698861 | 0.000486589150699105 | 0.852213867846707 | 235 | 1.4389 | 1.43843679049294 | 0.000484338510464442 | 0.000484338510464458 | -0.561625810859615 | 236 | 1.4406 | 1.44250176710661 | 0.000478741981814452 | -0.00191496792725783 | 0.351909419634465 | 237 | 1.4338 | 1.43337833514301 | 0.000456659342522325 | 0.000456659342522542 | -0.936427666038292 | 238 | 1.4433 | 1.44280674966718 | 0.000460174432658099 | 0.00046017443265763 | 0.879186623396791 | 239 | 1.4405 | 1.44005291094500 | 0.000458938145650618 | 0.000458938145650865 | -0.314957044211066 | 240 | 1.4398 | 1.43934580901125 | 0.000458489824594257 | 0.000458489824594291 | -0.114266025765615 | 241 | 1.4276 | 1.42953468238687 | 0.000474205290217514 | -0.00189682116087008 | -1.00924481443741 | 242 | 1.4279 | 1.42744093984276 | 0.000468421105077995 | 0.000468421105078284 | -0.25045668808988 | 243 | 1.4368 | 1.43629743586228 | 0.000471640068587576 | 0.000471640068587025 | 0.821985691579447 | 244 | 1.4337 | 1.43324268926565 | 0.000470311451672385 | 0.000470311451672685 | -0.345566716611304 | 245 | 1.4343 | 1.43382921633013 | 0.000470355218165823 | 0.000470355218165799 | 0.0113884972726026 | 246 | 1.456 | 1.45765528164134 | 0.000435346913308424 | -0.00174138765323385 | 2.29513570708596 | 247 | 1.4541 | 1.45369040844699 | 0.000425635359507476 | 0.000425635359507863 | -0.429201183761024 | 248 | 1.4647 | 1.46423326133054 | 0.000429439814791627 | 0.000429439814790985 | 0.991428531341711 | 249 | 1.4757 | 1.47522770970052 | 0.000433340318482185 | 0.000433340318482396 | 1.03530949572017 | 250 | 1.473 | 1.47257915898890 | 0.000432203008539406 | 0.00043220300853955 | -0.302007406477448 | 251 | 1.4768 | 1.47847655408493 | 0.000424175681745613 | -0.00169670272698269 | 0.537025363265089 | 252 | 1.4774 | 1.47698694417727 | 0.000420035281274305 | 0.000420035281274756 | -0.186688802112315 | 253 | 1.4787 | 1.47827643880308 | 0.000420355785659599 | 0.000420355785659028 | 0.0852016562310478 | 254 | 1.5068 | 1.50626801901503 | 0.000430334243154194 | 0.000430334243154183 | 2.70181015804855 | 255 | 1.512 | 1.51155002397485 | 0.000432089386336091 | 0.000432089386336307 | 0.475433813676736 | 256 | 1.509 | 1.51074009003013 | 0.000433877759075628 | -0.00173551103630276 | -0.122037755542911 | 257 | 1.5074 | 1.50699025914058 | 0.000425001810678105 | 0.000425001810678532 | -0.408153382462607 | 258 | 1.5023 | 1.50189733569512 | 0.000423007087615849 | 0.000423007087615485 | -0.540720785078544 | 259 | 1.4918 | 1.49142104372094 | 0.000419138689885431 | 0.000419138689885525 | -1.06806046369949 | 260 | 1.5071 | 1.50662112459081 | 0.000424382555827077 | 0.000424382555827155 | 1.44843616876294 | 261 | 1.5083 | 1.50997022782884 | 0.000420252614418599 | -0.00168101045767462 | 0.287359066616507 | 262 | 1.4969 | 1.49655899739169 | 0.000391466081419153 | 0.000391466081419629 | -1.34947946146491 | 263 | 1.4968 | 1.49641071521177 | 0.000391274663548729 | 0.000391274663548235 | -0.0528916423696295 | 264 | 1.4815 | 1.48117179146488 | 0.000385832338829826 | 0.000385832338830139 | -1.53165273656394 | 265 | 1.4863 | 1.48589666075142 | 0.000387342534221978 | 0.000387342534221995 | 0.425195972698543 | 266 | 1.4957 | 1.49714910659935 | 0.000372290799691542 | -0.00148916319876647 | 1.06745929627905 | 267 | 1.4875 | 1.48718653093941 | 0.000351182675851427 | 0.000351182675851986 | -1.00840880123258 | 268 | 1.4965 | 1.49611421358524 | 0.000354167659698431 | 0.000354167659697738 | 0.840435706102958 | 269 | 1.4868 | 1.48648604529758 | 0.000350756550101191 | 0.000350756550101615 | -0.978197629337012 | 270 | 1.4922 | 1.49182913298166 | 0.000352461805844768 | 0.000352461805844782 | 0.489212767825108 | 271 | 1.5037 | 1.50499294362761 | 0.000335043871469425 | -0.00134017548587810 | 1.25860696349255 | 272 | 1.4966 | 1.49631591826667 | 0.000316974439106335 | 0.000316974439107033 | -0.87940563473638 | 273 | 1.4984 | 1.49807720734628 | 0.000317467936480768 | 0.000317467936479970 | 0.141532074846483 | 274 | 1.4862 | 1.48593265642086 | 0.00031328726737927 | 0.000313287267379809 | -1.22118506364446 | 275 | 1.4867 | 1.48638614882265 | 0.000313334283486027 | 0.000313334283486073 | 0.0137390585224196 | 276 | 1.4761 | 1.47743693839621 | 0.000325697497214031 | -0.00130278998885651 | -0.909922090688552 | 277 | 1.4658 | 1.46554297079888 | 0.000301637248450817 | 0.000301637248451603 | -1.19249289853778 | 278 | 1.4772 | 1.47685408016647 | 0.000305331493403234 | 0.000305331493402234 | 1.07884302771363 | 279 | 1.48 | 1.47968452725798 | 0.000306163405571047 | 0.000306163405571621 | 0.247441789357137 | 280 | 1.4788 | 1.4784998239477 | 0.000305672426478472 | 0.000305672426478486 | -0.146093394037734 | 281 | 1.4785 | 1.47971457164229 | 0.000304480786954428 | -0.00121792314781818 | 0.0893003408912489 | 282 | 1.4874 | 1.48705621416554 | 0.000318092085712915 | 0.00031809208571375 | 0.686791125746612 | 283 | 1.5019 | 1.50152507402407 | 0.000322756694427401 | 0.000322756694426326 | 1.38666168635162 | 284 | 1.502 | 1.50167792468765 | 0.000322701704442929 | 0.000322701704443521 | -0.0166494283408286 | 285 | 1.5 | 1.49968657813906 | 0.000321953056385942 | 0.000321953056385986 | -0.226758157894805 | 286 | 1.4921 | 1.49344581147251 | 0.000330404141923385 | -0.00132161656769401 | -0.644639982119828 | 287 | 1.4971 | 1.49675306717472 | 0.000336062050493527 | 0.000336062050494457 | 0.290545327403464 | 288 | 1.4918 | 1.4914864082321 | 0.000334247181801156 | 0.000334247181800133 | -0.549020170642605 | 289 | 1.4869 | 1.48658671340601 | 0.000332582553839757 | 0.00033258255384037 | -0.512882913341396 | 290 | 1.4864 | 1.48607081528868 | 0.000332312802783357 | 0.000332312802783351 | -0.083144065433958 | 291 | 1.4881 | 1.48940300664881 | 0.000328516589444816 | -0.00131406635777972 | 0.29465773653923 | 292 | 1.4864 | 1.48609157801075 | 0.000321716398121371 | 0.000321716398122286 | -0.35528765999626 | 293 | 1.4765 | 1.47621911218363 | 0.000318470462204194 | 0.000318470462203211 | -0.99894259215616 | 294 | 1.475 | 1.47468892293499 | 0.000317892513910442 | 0.000317892513911034 | -0.181152834748804 | 295 | 1.4763 | 1.47597822262492 | 0.000318196090717688 | 0.000318196090717681 | 0.0951895874061938 | 296 | 1.4694 | 1.47072108034968 | 0.000325131411498767 | -0.00130052564599547 | -0.547604300365613 | 297 | 1.4722 | 1.47187034425062 | 0.000326645242013555 | 0.00032664524201438 | 0.0804470097217063 | 298 | 1.4616 | 1.46131687257049 | 0.000323238898955511 | 0.000323238898954598 | -1.06615555280364 | 299 | 1.4537 | 1.45340963441521 | 0.000320708863513131 | 0.000320708863513782 | -0.806514238596567 | 300 | 1.4539 | 1.45357989203588 | 0.000320662632339322 | 0.000320662632339250 | -0.0147428955930879 | 301 | 1.4643 | 1.46548327998692 | 0.000306495558144134 | -0.00122598223257695 | 1.13759701113894 | 302 | 1.4549 | 1.45465430493981 | 0.000286378478918923 | 0.000286378478919739 | -1.08704650833747 | 303 | 1.465 | 1.46467473785788 | 0.000289375830033733 | 0.000289375830032657 | 0.953849137025442 | 304 | 1.467 | 1.46670368495824 | 0.000289901768685345 | 0.000289901768685989 | 0.170462230444101 | 305 | 1.4768 | 1.47647228840942 | 0.000292766483924217 | 0.000292766483924151 | 0.92882688112265 | 306 | 1.4783 | 1.47944826213171 | 0.000289538590065446 | -0.00115815436026227 | 0.263520590757236 | 307 | 1.478 | 1.47772141300761 | 0.000285954947229159 | 0.000285954947230073 | -0.196851804694555 | 308 | 1.4658 | 1.46556369050985 | 0.000282185311380538 | 0.000282185311379552 | -1.21936467820166 | 309 | 1.4705 | 1.4702004653973 | 0.000283480547840229 | 0.000283480547840876 | 0.426709305476278 | 310 | 1.4712 | 1.47091480290465 | 0.000283608656005534 | 0.000283608656005489 | 0.0422199756605483 | 311 | 1.4671 | 1.46825918533728 | 0.000287087309921944 | -0.00114834923968821 | -0.288653326002094 | 312 | 1.4611 | 1.46085447482658 | 0.00027363529771283 | 0.000273635297713664 | -0.750962408665135 | 313 | 1.4561 | 1.45584740716316 | 0.00027206108581999 | 0.000272061085819068 | -0.517458568972957 | 314 | 1.4594 | 1.45911601446119 | 0.00027293817894074 | 0.000272938178941363 | 0.293632987338788 | 315 | 1.4545 | 1.45424752108827 | 0.000271433815715421 | 0.000271433815715404 | -0.503811299719483 | 316 | 1.4522 | 1.45329594182326 | 0.000272858229874759 | -0.00109143291949949 | -0.120104257195585 | 317 | 1.4473 | 1.44706212459861 | 0.000261657714182981 | 0.000261657714183792 | -0.635292418619368 | 318 | 1.433 | 1.43279616375695 | 0.000257394893541247 | 0.000257394893540478 | -1.42356493806032 | 319 | 1.4262 | 1.42597075787574 | 0.000255354269664699 | 0.000255354269665308 | -0.694045432693918 | 320 | 1.4335 | 1.43321685956934 | 0.000257367657626277 | 0.000257367657626161 | 0.685025073547435 | 321 | 1.422 | 1.42311516475626 | 0.000269243455411379 | -0.00107697382164586 | -1.01726009265290 | 322 | 1.4314 | 1.43108953179637 | 0.000282301714274326 | 0.000282301714274972 | 0.75234592579232 | 323 | 1.4272 | 1.42693533590923 | 0.000281020030126378 | 0.000281020030125578 | -0.434732538325503 | 324 | 1.4364 | 1.43608377315139 | 0.000283535361329664 | 0.000283535361330259 | 0.868918528766629 | 325 | 1.4268 | 1.42655542037042 | 0.000280753096442857 | 0.000280753096442785 | -0.961467230663954 | 326 | 1.427 | 1.42811254410748 | 0.000279312431217928 | -0.00111724972487205 | 0.12533521253804 | 327 | 1.4324 | 1.43210093689558 | 0.00028550260315976 | 0.000285502603160319 | 0.362182052771613 | 328 | 1.4323 | 1.43201596860302 | 0.000285397204119542 | 0.000285397204118861 | -0.0363023769219192 | 329 | 1.433 | 1.43271297035439 | 0.000285512184014344 | 0.000285512184014843 | 0.0403330579256917 | 330 | 1.4243 | 1.42404997711244 | 0.000283013323743224 | 0.000283013323743238 | -0.876862454951544 | 331 | 1.4112 | 1.41242886909413 | 0.000296245492478733 | -0.00118498196991520 | -1.16890399951791 | 332 | 1.4101 | 1.40981915713071 | 0.000291468468791198 | 0.000291468468791755 | -0.283773586165906 | 333 | 1.4072 | 1.40692118377777 | 0.000290574670371975 | 0.000290574670371342 | -0.312532185702726 | 334 | 1.4294 | 1.42902301223302 | 0.00029657626366919 | 0.000296576263669430 | 2.13727652317175 | 335 | 1.4293 | 1.42900467136379 | 0.000296489640561519 | 0.000296489640561530 | -0.030858609795802 | 336 | 1.417 | 1.41827490064921 | 0.000308562488085925 | -0.00123424995234392 | -1.08266821811305 | 337 | 1.4166 | 1.41630346790108 | 0.000304869893593817 | 0.000304869893594294 | -0.222657861985147 | 338 | 1.4202 | 1.41988215668798 | 0.000305773791607386 | 0.000305773791606907 | 0.320799616298282 | 339 | 1.4357 | 1.43533428003525 | 0.000309879948943582 | 0.000309879948943715 | 1.48418208337045 | 340 | 1.437 | 1.43668599676813 | 0.000310162294269025 | 0.000310162294269007 | 0.102088983663482 | 341 | 1.441 | 1.44219901708118 | 0.000304549635740124 | -0.00121819854296078 | 0.510852106061103 | 342 | 1.4384 | 1.43811848663544 | 0.000297551220121899 | 0.000297551220122402 | -0.428254934551848 | 343 | 1.4303 | 1.43003562483511 | 0.000295271062996747 | 0.000295271062996474 | -0.82119020917247 | 344 | 1.4138 | 1.41357099512734 | 0.000290793565323623 | 0.000290793565323891 | -1.64228982592852 | 345 | 1.4053 | 1.40504406961736 | 0.000288438650515521 | 0.000288438650515549 | -0.86404150075989 | 346 | 1.4104 | 1.41150475290428 | 0.000281877054562869 | -0.00112750821825178 | 0.606014223122837 | 347 | 1.4229 | 1.42256176010017 | 0.000298826734020245 | 0.000298826734020643 | 1.05236773351918 | 348 | 1.4269 | 1.42658643804737 | 0.000299825931621475 | 0.000299825931621069 | 0.365092593347107 | 349 | 1.4227 | 1.42241782450744 | 0.000298649279663244 | 0.000298649279663461 | -0.437858125540803 | 350 | 1.4229 | 1.42260180366003 | 0.000298619094111698 | 0.000298619094111760 | -0.0112364160901141 | 351 | 1.4191 | 1.42031484582003 | 0.000301328383083025 | -0.00120531353233236 | -0.253853999679116 | 352 | 1.4223 | 1.42199150755733 | 0.000303461198706479 | 0.000303461198706914 | 0.134329857536642 | 353 | 1.4217 | 1.42140007458924 | 0.000303224599432599 | 0.000303224599432162 | -0.0876896607337367 | 354 | 1.409 | 1.40874790130109 | 0.00029986133976176 | 0.000299861339762106 | -1.26948474857032 | 355 | 1.413 | 1.41268578224745 | 0.000300805472320666 | 0.000300805472320628 | 0.356485404143657 | 356 | 1.4089 | 1.41012559170056 | 0.000303761005375875 | -0.00121504402150371 | -0.280886605188119 | 357 | 1.3991 | 1.39885627673151 | 0.000286064496279145 | 0.000286064496279675 | -1.13040068620283 | 358 | 1.3975 | 1.39722151772897 | 0.000285563733697076 | 0.000285563733696494 | -0.188218970281351 | 359 | 1.3901 | 1.38984464681564 | 0.000283602268044753 | 0.00028360226804522 | -0.750831934527406 | 360 | 1.399 | 1.39868267106541 | 0.000285791362295072 | 0.0002857913622949 | 0.838236577959312 | 361 | 1.3901 | 1.39130266221332 | 0.000293600147127876 | -0.00117440058851169 | -0.752590717318958 | 362 | 1.4019 | 1.40155494296452 | 0.000308618376698531 | 0.000308618376698997 | 0.972755993163792 | 363 | 1.3897 | 1.38944037615969 | 0.000305424159315901 | 0.000305424159315361 | -1.21732946414322 | 364 | 1.4009 | 1.40055200841457 | 0.000308152357444421 | 0.000308152357444834 | 1.05888432823132 | 365 | 1.4049 | 1.40457720589138 | 0.000309090484815472 | 0.000309090484815247 | 0.364227735156987 | 366 | 1.4096 | 1.41079086521838 | 0.000303158420745717 | -0.00121263368298299 | 0.57966553151631 | 367 | 1.4134 | 1.41308658599803 | 0.000306122496847134 | 0.000306122496847437 | 0.194639970974593 | 368 | 1.4058 | 1.40552487919905 | 0.000304126978832987 | 0.000304126978832627 | -0.770955597479729 | 369 | 1.4096 | 1.40928228182380 | 0.000304986990918198 | 0.000304986990918570 | 0.338380791788230 | 370 | 1.394 | 1.39375731436096 | 0.000301045905440642 | 0.000301045905440619 | -1.55115111191738 | 371 | 1.4029 | 1.40402790784576 | 0.00029116568201086 | -0.00116466272804363 | 0.978707663407335 | 372 | 1.3978 | 1.39754357475595 | 0.000281221722962927 | 0.000281221722963180 | -0.661879444033697 | 373 | 1.3858 | 1.38556703606784 | 0.000278154389671857 | 0.000278154389671702 | -1.20111571131625 | 374 | 1.3932 | 1.39289412631223 | 0.000279886387951249 | 0.000279886387951331 | 0.690712470521593 | 375 | 1.392 | 1.39172580843234 | 0.000279530659953395 | 0.000279530659953481 | -0.141906911687334 | 376 | 1.384 | 1.38517005621411 | 0.000286214118569232 | -0.00114485647427706 | -0.671000118526928 | 377 | 1.389 | 1.38869723005022 | 0.000290907764437457 | 0.000290907764437530 | 0.316612679770124 | 378 | 1.385 | 1.38472585839466 | 0.000289855272808976 | 0.000289855272808945 | -0.417652357942202 | 379 | 1.4004 | 1.40005106833618 | 0.000293500846678658 | 0.00029350084667857 | 1.47328482881356 | 380 | 1.3969 | 1.39662112888619 | 0.000292598315204965 | 0.000292598315205094 | -0.364852579911794 | 381 | 1.4102 | 1.41126211661558 | 0.000278753758843881 | -0.00111501503537574 | 1.40850413460334 | 382 | 1.3959 | 1.3957018629476 | 0.000256114655038953 | 0.000256114655039055 | -1.54738803268096 | 383 | 1.3866 | 1.38638152459105 | 0.000253780745360696 | 0.000253780745360900 | -0.93837628137398 | 384 | 1.4177 | 1.41732572847371 | 0.000261125192829437 | 0.000261125192828928 | 3.00728947988743 | 385 | 1.4095 | 1.40927152024655 | 0.00025913588025444 | 0.000259135880254877 | -0.814801864948837 | 386 | 1.4207 | 1.42164572902834 | 0.000247598461249178 | -0.00099039384499709 | 1.18924178338867 | 387 | 1.4238 | 1.42354402970255 | 0.000249927456304280 | 0.000249927456304186 | 0.161270961779645 | 388 | 1.422 | 1.42175806800996 | 0.000249437666325016 | 0.000249437666325598 | -0.19949214696741 | 389 | 1.4098 | 1.40959923906855 | 0.000246506468462546 | 0.000246506468462043 | -1.2158578745671 | 390 | 1.3856 | 1.38544919768493 | 0.000240745031158256 | 0.000240745031158979 | -2.39056227097201 | 391 | 1.3901 | 1.39102326278774 | 0.000235731304011493 | -0.000942925216046418 | 0.523517508064206 | 392 | 1.3908 | 1.39056776222727 | 0.000234768441593479 | 0.000234768441593392 | -0.0675346961892804 | 393 | 1.401 | 1.40072628870181 | 0.000237125553645326 | 0.000237125553645761 | 0.972405030411264 | 394 | 1.3972 | 1.39697849504298 | 0.000236196152590734 | 0.000236196152590039 | -0.390472605534564 | 395 | 1.3771 | 1.37694326496323 | 0.000231469674038965 | 0.000231469674039924 | -1.98634802467169 | 396 | 1.369 | 1.36997912112258 | 0.000238148237811354 | -0.000952592951245909 | -0.706303069450414 | 397 | 1.3612 | 1.36100823666781 | 0.000225481481387862 | 0.000225481481387942 | -0.899772209819163 | 398 | 1.3494 | 1.34922162066354 | 0.000222664128304306 | 0.000222664128304878 | -1.17703465107170 | 399 | 1.3518 | 1.35156901330273 | 0.000223153463830247 | 0.000223153463829303 | 0.20819671104132 | 400 | 1.3563 | 1.35606012920410 | 0.000224136104887449 | 0.000224136104888304 | 0.418206709475732 | 401 | 1.3623 | 1.36314609108891 | 0.000217847169785980 | -0.00087138867914444 | 0.673523746224424 | 402 | 1.3683 | 1.36805858502347 | 0.000224224424387978 | 0.000224224424387891 | 0.458708152687263 | 403 | 1.3574 | 1.35721912663146 | 0.000221661659046885 | 0.000221661659047604 | -1.08410039404524 | 404 | 1.3425 | 1.34233745507283 | 0.000218226363849983 | 0.000218226363849190 | -1.47993488846668 | 405 | 1.3363 | 1.33610701426436 | 0.000216760027922831 | 0.000216760027923738 | -0.631887488082803 | 406 | 1.3322 | 1.33309066564799 | 0.000219686525269924 | -0.00087874610108012 | -0.317339206773256 | 407 | 1.3403 | 1.34004660655263 | 0.000228725008729774 | 0.000228725008729548 | 0.65821325888771 | 408 | 1.3223 | 1.32214227473138 | 0.000224576103752775 | 0.000224576103753576 | -1.77680680533322 | 409 | 1.3275 | 1.32725629945860 | 0.000225674618055445 | 0.000225674618054466 | 0.479103222401911 | 410 | 1.3266 | 1.32637864085313 | 0.000225426803970087 | 0.000225426803970991 | -0.108112494947217 | 411 | 1.2992 | 1.30029280860539 | 0.000248951630553752 | -0.000995806522215137 | -2.58247134233211 | 412 | 1.3125 | 1.31219293387431 | 0.000264395574329584 | 0.000264395574329019 | 1.13849748592592 | 413 | 1.3232 | 1.32289476564932 | 0.000266754828130282 | 0.000266754828131036 | 1.02273339050349 | 414 | 1.305 | 1.30480499447811 | 0.000262680501081151 | 0.000262680501080474 | -1.79870156897493 | 415 | 1.2947 | 1.29447870743011 | 0.000260330902601448 | 0.000260330902602172 | -1.03758151633408 | 416 | 1.2932 | 1.29424489130317 | 0.000260767381134926 | -0.00104306952453983 | -0.0484998892609877 | 417 | 1.2966 | 1.29633016063706 | 0.00026315688614169 | 0.000263156886141284 | 0.178287397417346 | 418 | 1.3058 | 1.30550200993399 | 0.000265146535833512 | 0.000265146535834006 | 0.872935176779017 | 419 | 1.3196 | 1.31928206418609 | 0.000268110421696014 | 0.000268110421695095 | 1.32428400384157 | 420 | 1.3173 | 1.31704168758047 | 0.000267560455441299 | 0.000267560455442113 | -0.245798878910604 | 421 | 1.3276 | 1.32858927681402 | 0.000257715762269756 | -0.00103086304907928 | 1.10709697815376 | 422 | 1.3273 | 1.32705118625323 | 0.000255391632907637 | 0.000255391632907320 | -0.175488794452745 | 423 | 1.3231 | 1.32286197514515 | 0.000254410699820398 | 0.000254410699821107 | -0.435512297400346 | 424 | 1.3255 | 1.32523731044943 | 0.000254870340591678 | 0.000254870340590657 | 0.207822574871341 | 425 | 1.3496 | 1.34925238515856 | 0.00026001812561811 | 0.000260018125618770 | 2.32818588951173 | 426 | 1.3425 | 1.34358239235007 | 0.000265132524793194 | -0.00106053009917292 | -0.581998768816302 | 427 | 1.3392 | 1.33895902777559 | 0.000258879732451667 | 0.000258879732451335 | -0.477725604617617 | 428 | 1.3246 | 1.32439898536759 | 0.000255647315841035 | 0.000255647315841831 | -1.4520565977746 | 429 | 1.3308 | 1.33052146681836 | 0.000256903931658427 | 0.000256903931657575 | 0.574871471014922 | 430 | 1.3193 | 1.31908869548557 | 0.000254400826057131 | 0.000254400826057881 | -1.14543218850009 | 431 | 1.3295 | 1.33043886397696 | 0.000244942722752496 | -0.000979770891010202 | 1.08896832395946 | 432 | 1.3607 | 1.36030907047650 | 0.000282398426239003 | 0.000282398426238253 | 2.89519845361002 | 433 | 1.3494 | 1.34916220196555 | 0.000279934132541346 | 0.000279934132542485 | -1.11991425410586 | 434 | 1.3507 | 1.35041626829162 | 0.000280140376424437 | 0.000280140376423330 | 0.095451841335485 | 435 | 1.3558 | 1.35550112909119 | 0.000281157351684794 | 0.000281157351685597 | 0.470797910580369 | 436 | 1.3549 | 1.35602293116495 | 0.000280954588253317 | -0.00112381835301326 | 0.0236170557199679 | 437 | 1.3671 | 1.36676763058344 | 0.000294033085542615 | 0.000294033085541645 | 1.02262383521573 | 438 | 1.313 | 1.31291712192444 | 0.000282491914128451 | 0.000282491914130268 | -5.30542963374269 | 439 | 1.2942 | 1.29399233975208 | 0.000278471682277173 | 0.000278471682276137 | -1.88205204166751 | 440 | 1.3042 | 1.30388407553232 | 0.000280483257941807 | 0.00028048325794238 | 0.941969321096553 | 441 | 1.2905 | 1.29170935184316 | 0.000290858267385118 | -0.00116343306953999 | -1.22234014261353 | 442 | 1.2782 | 1.27797784810734 | 0.000273529669393284 | 0.000273529669391791 | -1.37044722857051 | 443 | 1.2786 | 1.27832617879833 | 0.000273545433896520 | 0.000273545433898021 | 0.00732947550181291 | 444 | 1.2783 | 1.27802867801913 | 0.000273427256282648 | 0.000273427256281788 | -0.055954709071414 | 445 | 1.2565 | 1.25631219248263 | 0.000268877704365248 | 0.000268877704365949 | -2.15471028192122 | 446 | 1.2658 | 1.26680414225468 | 0.000260457946568138 | -0.00104183178627229 | 1.00326219833010 | 447 | 1.2555 | 1.25529704112732 | 0.000246078059127848 | 0.000246078059126444 | -1.15011064672479 | 448 | 1.2555 | 1.25525504401915 | 0.000246018023189454 | 0.000246018023191017 | -0.0282273880909338 | 449 | 1.2615 | 1.26123168217260 | 0.000247190756663392 | 0.000247190756662177 | 0.561521656142029 | 450 | 1.2596 | 1.25936105029854 | 0.000246757475864003 | 0.000246757475864845 | -0.207517374979848 | 451 | 1.2644 | 1.26534717325982 | 0.00024208316295921 | -0.0009683326518367 | 0.563234161802617 | 452 | 1.2782 | 1.27789793664569 | 0.000256958318329669 | 0.000256958318328152 | 1.20303026180259 | 453 | 1.2795 | 1.27923882217879 | 0.000257181723009294 | 0.000257181723010962 | 0.106209779247260 | 454 | 1.2763 | 1.27605619598984 | 0.000256485546197152 | 0.000256485546195927 | -0.337053308435309 | 455 | 1.2798 | 1.27953099831436 | 0.000257136720554310 | 0.000257136720555156 | 0.315350253141648 | 456 | 1.2591 | 1.26026343423663 | 0.000272863068823182 | -0.00109145227529236 | -1.91602754383635 | 457 | 1.2705 | 1.27018026674317 | 0.000284390688963380 | 0.000284390688961792 | 0.94261089623383 | 458 | 1.2596 | 1.25935881708229 | 0.000282126654679603 | 0.000282126654681371 | -1.08821657490624 | 459 | 1.2634 | 1.26310441125828 | 0.000282819979719457 | 0.000282819979718238 | 0.339371249457928 | 460 | 1.2765 | 1.27616750529448 | 0.000285377682221052 | 0.000285377682221579 | 1.25228761710136 | 461 | 1.2823 | 1.28339380268942 | 0.000279847966268317 | -0.00111939186507281 | 0.681124973711611 | 462 | 1.2833 | 1.28302330451069 | 0.000279078988203777 | 0.000279078988202053 | -0.0635671173069803 | 463 | 1.2938 | 1.2934813416935 | 0.000281131690411472 | 0.0002811316904131 | 0.99739405695405 | 464 | 1.2967 | 1.29640858888403 | 0.000281655684711683 | 0.000281655684710605 | 0.259281935297022 | 465 | 1.3008 | 1.30050353095391 | 0.000282410606954963 | 0.000282410606955531 | 0.373648185276638 | 466 | 1.2796 | 1.2808658777423 | 0.00029810954895332 | -0.00119243819581271 | -1.9547584290711 | 467 | 1.2829 | 1.28259497166241 | 0.000299783491120814 | 0.000299783491119185 | 0.139873006940722 | 468 | 1.2818 | 1.28150561497890 | 0.000299506344079348 | 0.000299506344081 | -0.136115963551061 | 469 | 1.2849 | 1.2845896822899 | 0.000300051872006209 | 0.000300051872005203 | 0.272847349147088 | 470 | 1.276 | 1.27573549002318 | 0.00029825891986354 | 0.00029825891986404 | -0.896985639407487 | 471 | 1.2816 | 1.28274734638150 | 0.000293024370931764 | -0.00117209748372655 | 0.658795174117973 | 472 | 1.3111 | 1.31067370421161 | 0.000325007766329843 | 0.000325007766327962 | 2.70111539076995 | 473 | 1.326 | 1.32561820880183 | 0.000327893708312808 | 0.000327893708314435 | 1.43250111973350 | 474 | 1.3174 | 1.31710640910143 | 0.000326180187557251 | 0.000326180187556251 | -0.866163272399474 | 475 | 1.299 | 1.29874633169449 | 0.000322558913894664 | 0.000322558913895433 | -1.83098541753346 | 476 | 1.2795 | 1.28091319658815 | 0.000336565442449227 | -0.00134626176979622 | -1.78156168545675 | 477 | 1.2984 | 1.29798293181300 | 0.000355730218454446 | 0.00035573021845262 | 1.63568130035449 | 478 | 1.291 | 1.29067402411585 | 0.000354232996420137 | 0.000354232996421875 | -0.751023889650328 | 479 | 1.293 | 1.29263951769972 | 0.000354542067409379 | 0.000354542067408132 | 0.157880287996075 | 480 | 1.3182 | 1.31774944494162 | 0.000359289402341077 | 0.000359289402341375 | 2.42567049691052 | 481 | 1.327 | 1.32836800637083 | 0.000351457338221604 | -0.0014058293528856 | 1.00669427586191 | 482 | 1.3085 | 1.30824679778542 | 0.000328252332947806 | 0.000328252332946071 | -2.00126804838828 | 483 | 1.3173 | 1.31693929433206 | 0.000329869325656534 | 0.000329869325658013 | 0.819574403128349 | 484 | 1.3262 | 1.3258369174704 | 0.000331495799577585 | 0.000331495799576564 | 0.839515419923108 | 485 | 1.3394 | 1.33901869026737 | 0.000333934627745099 | 0.000333934627745382 | 1.25914046243658 | 486 | 1.3684 | 1.36953326224330 | 0.000311132390048331 | -0.0012445295601929 | 2.96143802741467 | 487 | 1.3617 | 1.36142915920737 | 0.000301691742006310 | 0.000301691742004780 | -0.822635239655838 | 488 | 1.3595 | 1.35920809159462 | 0.000301209027453391 | 0.000301209027454953 | -0.247193523719327 | 489 | 1.3332 | 1.33300149793658 | 0.000296228355673564 | 0.000296228355672960 | -2.59737711241483 | 490 | 1.3582 | 1.35780880235583 | 0.000300832681009020 | 0.000300832681009153 | 2.40172705427508 | 491 | 1.3866 | 1.38760635436614 | 0.000278775067798307 | -0.00111510027119298 | 2.89428494068791 |
| | Charts produced by software: | | http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/1wp3q1291759127.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/1wp3q1291759127.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/2pzkb1291759127.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/2pzkb1291759127.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/3pzkb1291759127.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/3pzkb1291759127.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/4081e1291759127.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/4081e1291759127.ps (open in new window) |
| http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/5081e1291759127.png (open in new window) | http://www.freestatistics.org/blog/date/2010/Dec/07/t12917590487d6apppx0je7thm/5081e1291759127.ps (open in new window) |
| | Parameters (Session): | par1 = 12 ; | | Parameters (R input): | par1 = 12 ; | | R code (references can be found in the software module): | par1 <- 5
nx <- length(x)
x <- ts(x,frequency=par1)
m <- StructTS(x,type='BSM')
m$coef
m$fitted
m$resid
mylevel <- as.numeric(m$fitted[,'level'])
myslope <- as.numeric(m$fitted[,'slope'])
myseas <- as.numeric(m$fitted[,'sea'])
myresid <- as.numeric(m$resid)
myfit <- mylevel+myseas
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(mylevel,na.action=na.pass,lag.max = mylagmax,main='Level')
acf(myseas,na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(myresid,na.action=na.pass,lag.max = mylagmax,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(mylevel,main='Level')
spectrum(myseas,main='Seasonal')
spectrum(myresid,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(mylevel,main='Level')
cpgram(myseas,main='Seasonal')
cpgram(myresid,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test1.png')
plot(as.numeric(m$resid),main='Standardized Residuals',ylab='Residuals',xlab='time',type='b')
grid()
dev.off()
bitmap(file='test5.png')
op <- par(mfrow = c(2,2))
hist(m$resid,main='Residual Histogram')
plot(density(m$resid),main='Residual Kernel Density')
qqnorm(m$resid,main='Residual Normal QQ Plot')
qqline(m$resid)
plot(m$resid^2, myfit^2,main='Sq.Resid vs. Sq.Fit',xlab='Squared residuals',ylab='Squared Fit')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Structural Time Series Model',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,'Level',header=TRUE)
a<-table.element(a,'Slope',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Stand. Residuals',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,mylevel[i])
a<-table.element(a,myslope[i])
a<-table.element(a,myseas[i])
a<-table.element(a,myresid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
| |
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