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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_structuraltimeseries.wasp
Title produced by softwareStructural Time Series Models
Date of computationMon, 15 Dec 2014 18:37:43 +0000
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/15/t1418668698q957ad7eocfcti3.htm/, Retrieved Thu, 16 May 2024 23:09:50 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=268878, Retrieved Thu, 16 May 2024 23:09:50 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact50

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Structural Time Series Models] [] [2014-12-15 18:37:43] [6f1b1943390e6908ad1cf28c6ee297e8] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
12.9
12.2
12.8
7.4
6.7
12.6
14.8
13.3
11.1
8.2
11.4
6.4
10.6
12
6.3
11.3
11.9
9.3
9.6
10
6.4
13.8
10.8
13.8
11.7
10.9
16.1
13.4
9.9
11.5
8.3
11.7
9
9.7
10.8
10.3
10.4
12.7
9.3
11.8
5.9
11.4
13
10.8
12.3
11.3
11.8
7.9
12.7
12.3
11.6
6.7
10.9
12.1
13.3
10.1
5.7
14.3
8
13.3
9.3
12.5
7.6
15.9
9.2
9.1
11.1
13
14.5
12.2
12.3
11.4
8.8
14.6
12.6
13
12.6
13.2
9.9
7.7
10.5
13.4
10.9
4.3
10.3
11.8
11.2
11.4
8.6
13.2
12.6
5.6
9.9
8.8
7.7
9
7.3
11.4
13.6
7.9
10.7
10.3
8.3
9.6
14.2
8.5
13.5
4.9
6.4
9.6
11.6
11.1
4.35
12.7
18.1
17.85
16.6
12.6
17.1
19.1
16.1
13.35
18.4
14.7
10.6
12.6
16.2
13.6
18.9
14.1
14.5
16.15
14.75
14.8
12.45
12.65
17.35
8.6
18.4
16.1
11.6
17.75
15.25
17.65
16.35
17.65
13.6
14.35
14.75
18.25
9.9
16
18.25
16.85
14.6
13.85
18.95
15.6
14.85
11.75
18.45
15.9
17.1
16.1
19.9
10.95
18.45
15.1
15
11.35
15.95
18.1
14.6
15.4
15.4
17.6
13.35
19.1
15.35
7.6
13.4
13.9
19.1
15.25
12.9
16.1
17.35
13.15
12.15
12.6
10.35
15.4
9.6
18.2
13.6
14.85
14.75
14.1
14.9
16.25
19.25
13.6
13.6
15.65
12.75
14.6
9.85
12.65
19.2
16.6
11.2
15.25
11.9
13.2
16.35
12.4
15.85
18.15
11.15
15.65
17.75
7.65
12.35
15.6
19.3
15.2
17.1
15.6
18.4
19.05
18.55
19.1
13.1
12.85
9.5
4.5
11.85
13.6
11.7
12.4
13.35
11.4
14.9
19.9
11.2
14.6
17.6
14.05
16.1
13.35
11.85
11.95
14.75
15.15
13.2
16.85
7.85
7.7
12.6
7.85
10.95
12.35
9.95
14.9
16.65
13.4
13.95
15.7
16.85
10.95
15.35
12.2
15.1
17.75
15.2
14.6
16.65

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time6 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 6 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=268878&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]6 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=268878&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268878&T=0

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time6 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net






Structural Time Series Model
tObservedLevelSlopeSeasonalStand. Residuals
112.912.9000
212.212.7759779143197-0.029354614652143-0.0293546142666199-0.229206421425206
312.812.7643974243328-0.0261226171023432-0.02612261710234320.0264788964887916
47.411.4955055142011-0.21045489810217-0.21045489810217-1.68332233489548
56.710.2317890278301-0.342596161061784-0.342596161061784-1.38402216230307
612.610.6237659360937-0.262691388270584-0.2626913882705850.968825569652867
714.811.4744733183273-0.155755029000922-0.1557550290009221.49908718509896
813.311.8133989390333-0.113209079005588-0.1132090790055880.685131456196629
911.111.590293049099-0.121769573951924-0.121769573951924-0.156971995989401
108.210.7764112614264-0.171056947543266-0.171056947543266-1.01942342611213
1111.410.8125692207345-0.157459744663953-0.1574597446639530.314269057713986
126.49.79596364340385-0.20975853344907-0.20975853344907-1.33886864720836
1310.69.47121903788987-0.1985640521179342.18420457589825-0.432950786542216
14129.95873371991823-0.159454115435145-0.1594541199868880.940256918950149
156.39.06091853726719-0.19830828183817-0.19830828183817-1.08401890959522
1611.39.41920357639152-0.171115546546362-0.1711155465463620.861709496113825
1711.99.82295063786694-0.144898425679497-0.1448984256794970.928021784799676
189.39.63194657858558-0.146871213332617-0.146871213332618-0.0769713732320382
199.69.53561779388254-0.144832703527609-0.144832703527610.0867184254263061
20109.53349828442114-0.139383931277703-0.1393839312777020.250454251168905
216.48.86273553336443-0.158663208214492-0.158663208214492-0.950307804788732
2213.89.66848555791179-0.125296675943295-0.1252966759432951.75244878575819
2310.89.79382403535991-0.117001849147281-0.117001849147280.461667079329314
2413.810.4378156705095-0.0928428518630436-0.09284285186304351.41824595733385
2511.710.3864648986546-0.09416570121764741.035822716025730.112809514740938
2610.910.4277793082983-0.0895847088593979-0.08958471201865550.232677241206234
2716.111.4373034979813-0.0546491211747156-0.05464912117471661.94675843766928
2813.411.7634415554607-0.0432179711082179-0.04321797110821710.691279622845954
299.911.3993838721838-0.0523546862395863-0.0523546862395867-0.594178230313196
3011.511.383566236603-0.0513636225701333-0.05136362257013430.068777713077686
318.310.8081162100342-0.0649548330703853-0.0649548330703854-0.999951709179622
3211.710.9210120525271-0.0605302961965099-0.06053029619650920.343186597038536
33910.5498387760037-0.0679665523908993-0.0679665523908998-0.605158957863559
349.710.3595525578946-0.0707917885772315-0.0707917885772318-0.240227951968681
3510.810.3878664277147-0.0685777781997987-0.06857777819979830.195996783664159
3610.310.3276362324759-0.068397017210696-0.06839701721069590.016608504537232
3710.410.177461496482-0.06681273261440340.734940061489055-0.207431603521624
3812.710.5857165675402-0.0553274429595619-0.05532744776361530.889512502327472
399.310.3237581761177-0.0600568947456052-0.0600568947456062-0.394307684651384
4011.810.5405854021926-0.0540299194534861-0.05402991945348510.536542808961913
415.99.70918294655701-0.0701896974330613-0.0701896974330623-1.5253909391468
4211.49.95016233817354-0.0639884846560414-0.06398848465604280.616934646346087
431310.4220156188852-0.0537152602133594-0.05371526021335971.0715591066871
4410.810.4496217740619-0.0522106266038345-0.05221062660383390.163802722464192
4512.310.7231049516507-0.0463786899943812-0.04637868999438170.660055842172926
4611.310.7877769623191-0.0444494355885233-0.04444943558852360.226234215547024
4711.810.9251954078128-0.0413772116656182-0.04137721166561770.372170738033228
487.910.3995233966747-0.0493477339999669-0.0493477339999667-0.994915466293628
4912.710.5999245645199-0.05282143193694120.5810357544208190.613899440232166
5012.310.8574720986289-0.0469760694040327-0.04697607395394760.607686409937124
5111.610.9525222756527-0.0444338588383335-0.04443385883833490.281894616843893
526.710.2081436164825-0.0563943581495182-0.0563943581495178-1.40472287977756
5310.910.2859162464417-0.0541967040642882-0.05419670406428940.271716027663727
5412.110.5501154345505-0.0491786012006545-0.04917860120065570.649676406361393
5513.310.9700046695774-0.0420411935240769-0.04204119352407730.963125323865042
5610.110.7991439523466-0.0439393935905298-0.043939393590529-0.265896087519778
575.79.93710155642432-0.0556452360535617-0.0556452360535624-1.69617697980802
5814.310.6093858062267-0.0455069718064345-0.04550697180643461.51496055644693
59810.1553543235957-0.0510569935568935-0.0510569935568931-0.852996348436434
6013.310.6296404849098-0.0440821633081377-0.04408216330813721.10001604311305
619.310.3361608170418-0.04137710436069430.455148153715661-0.602089184328088
6212.510.6715777977117-0.0355640746543065-0.0355640822075360.758258497627537
637.610.1375673942443-0.04289053848098-0.0428905384809811-1.01375733898328
6415.911.0586705156034-0.0293307664647903-0.02933076646478891.97760351528575
659.210.7345262317258-0.0333154964049432-0.0333154964049446-0.609104569593613
669.110.4457703976714-0.0366453583465948-0.0366453583465961-0.530863390163362
6711.110.5271296343219-0.0351567700452848-0.03515677004528540.246443708430325
681310.902951916594-0.0301248331525714-0.03012483315257070.861834690799861
6914.511.4619941921568-0.0231046174040131-0.02310461740401381.2398048997014
7012.211.5648840304761-0.0216401396623391-0.02164013966233930.265921428868096
7112.311.6680167534571-0.0202224815414419-0.02022248154144150.264013638452503
7211.411.6113879679504-0.0206275591070495-0.020627559107049-0.0772035065305005
738.811.1603940407599-0.01680211642574740.184823289415725-1.02690799773377
7414.611.7164896834227-0.00931708060437467-0.009317092147561321.17452018944969
7512.611.8548201961099-0.00747604720928051-0.007476047209282130.30533033861218
761312.0360068974398-0.00522096647325153-0.005220966473249730.392913752195008
7712.612.1237126951902-0.00415185866108696-0.004151858661088330.19465849078267
7813.212.2942550665163-0.00221023019857148-0.002210230198573010.36770445760829
799.911.9085085593019-0.00634206552123137-0.00634206552123193-0.810527413706056
807.711.2308390807447-0.0133729216715548-0.0133729216715542-1.42349946488374
8110.511.1051013698785-0.0145199783870116-0.0145199783870123-0.238939888476123
8213.411.4606432446569-0.0108291877081391-0.01082918770813930.78883110112901
8310.911.3641473142404-0.0116656285082937-0.0116656285082933-0.182987945191762
844.310.2352149319097-0.0223644225563204-0.0223644225563202-2.39080216004282
8510.310.1899975970351-0.0221923456036030.244115814441839-0.0540848887190783
8611.810.4374219868197-0.0191375072061954-0.01913752135395670.560223831391366
8711.210.5479397252916-0.0177337408620804-0.01773374086208180.271381808986265
8811.410.673119475372-0.0162486153601819-0.01624861536017990.300923987850045
898.610.3297379724897-0.019524736036282-0.0195247360362832-0.692213604845742
9013.210.7748928893274-0.01502350267559-0.01502350267559210.987268633567591
9112.611.0552697748015-0.0122465647782575-0.0122465647782580.629745042241664
925.610.1804915470615-0.0201385776856778-0.0201385776856776-1.84401262732603
939.910.1222842645395-0.0204784953050008-0.0204784953050014-0.0815830600946763
948.89.89911826796667-0.0222487120706937-0.0222487120706939-0.435256510155765
957.79.53657750133308-0.0251616015652334-0.025161601565233-0.732028866077626
9699.43472318251906-0.0258061679370309-0.0258061679370308-0.165227757313902
977.39.06248514169839-0.02354356073355680.258979184734348-0.81492672245719
9811.49.42402887936836-0.0196918672498554-0.0196918858618270.808323575911178
9913.610.081182825355-0.013216519167686-0.0132165191676871.42976012166996
1007.99.72360066453764-0.0163816861307964-0.0163816861307946-0.731202223383867
10110.79.86788051972783-0.0149572239042947-0.01495722390429530.342590768728137
10210.39.92624622527181-0.0143278134250724-0.01432781342507470.15690332395969
1038.39.65906002144519-0.01643623361894-0.0164362336189403-0.542679739110685
1049.69.63848818264768-0.0164698290078789-0.0164698290078786-0.00889761442329135
10514.210.3462230934777-0.0107234754197763-0.01072347541977661.56133898076822
1068.510.0483261292442-0.0129542770414754-0.0129542770414757-0.620219298030157
10713.510.5819100300547-0.00878946268807565-0.008789462688075391.18215608850345
1084.99.68395339607012-0.0154480148255088-0.0154480148255088-1.92574662403013
1096.49.16821781039746-0.01256313764632060.138194534846879-1.17136602724719
1109.69.22891415807356-0.0119072693273378-0.01190729043878670.155004317740433
11111.69.59906455604866-0.00863316334849228-0.008633163348492940.812884487947832
11211.19.83163202682724-0.00664580115390795-0.006645801153905710.515532294322475
1134.358.95916205674214-0.0135326563544032-0.0135326563544039-1.85752198195346
11412.79.54054148501991-0.0089477817355374-0.008947781735540471.28027715557435
11518.110.88269870524470.001174411177084330.001174411177083682.91516029664247
11617.8511.97884100644330.009172187767754410.009172187767755272.36763737836051
11716.612.71043036237210.01432998107854730.01432998107854721.56492927691548
11812.612.70296055933440.01417749606532060.0141774960653202-0.0472967344054282
11917.113.40102823149660.01887350715604930.01887350715604951.48572604426301
12019.114.30522203508180.02485169306223960.024851693062241.92550531773142
12116.114.62853837506840.0233110138504685-0.2564211376020010.69623579907935
12213.3514.44059728625790.02159933724475180.0215993235791107-0.449840648821531
12318.415.08369110779560.02642255232552570.02642255232552441.33001577872895
12414.715.0410913517690.02590721386911230.0259072138691144-0.148311904636374
12510.614.35876285706440.02079931614870390.0207993161487017-1.52692636221366
12612.614.09647608058790.01881991624580360.0188199162458014-0.612015309318468
12716.214.43945316173850.02102460122807430.02102460122807360.702427746710252
12813.614.3224038413790.02010849164669770.0201084916466985-0.299776280849935
12918.915.0521747730540.0247137623316880.02471376233168781.54327992748421
13014.114.92043018654780.02371845382798940.0237184538279891-0.340714651391904
13114.514.87114186681430.02326226639434460.0232622663943449-0.159171632437508
13216.1515.08652412096290.0244434821141630.02444348211416350.419287948969221
13314.7515.09747313793580.024506532037042-0.269571839082891-0.0313841706678809
13414.815.06700517083960.02409972936775970.0240997163280785-0.117679659457301
13512.4514.66995812235890.02111327403837890.0211132740383776-0.905579987682152
13612.6514.36629731386140.0188964546501230.0188964546501249-0.700924850194634
13717.3514.84787405219580.02194866109681610.02194866109681411.0015779954863
1388.613.88388919364240.01563977159185550.0156397715918542-2.13963056096952
13918.414.60098303218060.02000795278636770.02000795278636691.52544203156551
14016.114.8488262433890.02139274776277320.0213927477627740.49633555365651
14111.614.35689098826540.01833963244809250.0183396324480922-1.11992136877094
14217.7514.89807677912260.02138957477944830.02138957477944811.14210657643104
14315.2514.96757690772830.02166537251671790.02166537251671810.105204117853533
14417.6515.39961392086420.02398123745282540.0239812374528260.898179323732779
14516.3515.59846454983770.0232349966911823-0.2555849514071750.405680446973679
14617.6515.93857056823330.02539266958008210.02539265573305970.681289179277846
14713.615.58776412473370.02293679046239230.0229367904623909-0.812171697345597
14814.3515.40920920128480.0216701299808770.0216701299808786-0.436459076776288
14914.7515.32087650911530.02100151147806310.0210015114780607-0.238939664549689
15018.2515.79299750255330.02366239268990410.02366239268990260.982126773798562
1519.914.89007024536460.01834126947258550.0183412694725848-2.02110416664299
1521615.07557839453250.01927864507592250.01927864507592330.365209583208937
15318.2515.58270026770480.02195664240535270.02195664240535231.06721845168212
15416.8515.79478252612120.02298069180613270.02298069180613250.416394695646394
15514.615.62510837077640.02196052319149480.021960523191495-0.422340175193949
15613.8515.36483219858640.02048865720748640.020488657207487-0.619231622778688
15718.9515.94341454077660.0182969537337891-0.2012664793049111.29200313534436
15815.615.90185853579410.01791951717346430.0179195057200568-0.129167908980781
15914.8515.74904644155120.01688695292537030.0168869529253688-0.369844970085946
16011.7515.13468682058830.0132092564360640.0132092564360648-1.37164957919392
16118.4515.66151385002010.01610359006142980.01610359006142741.11888448593279
16215.915.7097701451250.01627948169314110.01627948169313990.070189774975238
16317.115.93733457024680.01740521917210480.01740521917210410.462043675930499
16416.115.97461061008460.01750863565243420.01750863565243510.0435175584734263
16519.916.59607485199390.02058687193517070.02058687193517041.32430212999338
16610.9515.73458400217610.01617412181793130.0161741218179312-1.9361531610886
16718.4516.16656214872780.01821989074213950.01821989074213980.913491496321465
16815.116.01396288070080.01739191158597130.017391911585972-0.375560063437573
1691515.90742101932960.0178426704684419-0.196269362929418-0.286395218546061
17011.3515.2039197065370.0136068782174540.0136068697858359-1.56172151957292
17115.9515.33006702596540.01424086839000220.01424086839000080.244502768669195
17218.115.77237907633310.01656468386790990.01656468386791130.932672583411881
17314.615.6011071068740.01557809538919680.0155780953891944-0.410215503974379
17415.415.58055876957770.01539383244551010.0153938324455088-0.0790495682097802
17515.415.56312776483420.01523071744037040.0152307174403697-0.0719412596031649
17617.615.88959820079060.016741939706130.01674193970613110.683056638528264
17713.3515.50760796059610.01484535084217620.014845350842176-0.87606380319258
17819.116.07405947329350.01742144081899060.01742144081899061.21310888799458
17915.3515.97406828622490.01688199800356850.0168819980035688-0.25842755172526
1807.614.69096230093560.01099604288348840.0109960428834886-2.86328627169236
18113.414.52743558746410.0115871441093483-0.127458575399453-0.402674375276399
18213.914.4371014574990.01102718961683160.0110271803510938-0.221276482757137
18319.115.17300055765230.01484883262811560.01484883262811451.57884670953949
18415.2515.19521985800570.0148862881618990.01488628816190040.0160962761915709
18512.914.84854802842710.01310805041727080.0131080504172684-0.791326841265954
18616.115.05187951836120.01401681950075170.01401681950075020.417085969104766
18717.3515.41785728433260.01565545555551240.01565545555551160.772872571389523
18813.1515.0774490916220.01403522401725210.0140352240172532-0.782863428692427
18912.1514.63421209007650.01199629815617420.0119962981561739-1.00644727268204
19012.614.32802427967370.01060293996544670.0106029399654466-0.700940589352134
19110.3513.72079783087570.007940571025930820.00794057102593116-1.36206920524101
19215.413.98554990831250.009031450729231620.009031450729231840.566532181071025
1939.613.35894128276170.0110458022388149-0.121503811667746-1.46461994704252
19418.214.12323995192660.01493382319668430.01493380625183711.63934870929607
19513.614.05195540836290.01450666039278450.0145066603927838-0.18821172281649
19614.8514.18606877509420.01507799054589550.01507799054589720.261745321366764
19714.7514.28401058871530.01546116239542350.01546116239542180.181707945545895
19814.114.2661564570440.01531148498211810.0153114849821161-0.0731787708643523
19914.914.37484996572320.01572044442390790.0157204444239070.205406341150968
20016.2514.67568336615270.01694112096019930.01694112096020050.627879880063462
20119.2515.39413391843130.01988485735489160.01988485735489161.54639568591776
20213.615.13088941333850.01871774725304450.0187177472530442-0.624644259947788
20313.614.90763429695240.01773597218460650.0177359721846068-0.534220221165595
20415.6515.03437571972620.01817204444690120.01817204444690130.240803258659603
20512.7514.74098852479110.0190996873654463-0.210096543159057-0.717028668657401
20614.614.73213388288230.01896362783099360.0189636101184567-0.0609700621479883
2079.8513.98552313776550.01538623973549150.0153862397354908-1.67452087712795
20812.6513.78875954105710.01443025003211690.0144302500321184-0.465110798715449
20919.214.63747893445920.01807039228441510.0180703922844141.83257418301813
21016.614.95371608548960.01933466043558190.01933466043557950.655981673329914
21111.214.38676399154010.01691090753982980.016910907539829-1.29155868261997
21215.2514.53177073776860.01742872115221540.01742872115221670.282498818930816
21311.914.13770718502890.01579801832926410.0157980183292643-0.90833114475124
21413.214.00403602759240.01521602420865780.0152160242086574-0.330196364800168
21516.3514.37609940602530.01658394040048740.01658394040048760.78884126858937
21612.414.08319242144440.01541395409077810.0154139540907781-0.684540144831081
21715.8514.38356006224160.0146138969287649-0.160752849137520.655104976645766
21818.1514.98018945141780.01729381787572020.01729379770145271.2718510968817
21911.1514.39706707347650.01463908075574150.0146390807557407-1.3155832400518
22015.6514.60142955671280.01544818719562940.01544818719563090.416618933014084
22117.7515.09947014512880.01744134017550190.0174413401755011.0616510056774
2227.6513.9599602076990.01279685474051750.0127968547405162-2.54896613035178
22312.3513.72021356727540.01180820839014360.0118082083901429-0.55708769585908
22415.614.01836061310270.01290450687845160.0129045068784530.632291500186677
22519.314.84140648893650.01594586240000480.01594586240000521.79050400189528
22615.214.90767712464970.0161315250838510.01613152508385070.111304950766814
22717.115.25635430060230.0173395785273120.01733957852731210.735958571647474
22815.615.32123711323250.01750993588110260.01750993588110270.105273732054785
22918.415.82190858687560.0162265433534038-0.1784919592380121.10973385885001
23019.0516.33503519486320.01839739726649860.01839737696866111.08772258144678
23118.5516.69134336601130.01981521274044920.0198152127404480.741569256640863
23219.117.07798562166250.02130001935760020.02130001935760180.806698348678615
23313.116.47769081222940.01886295529651490.018862955296513-1.36929681307161
23412.8515.9305951956940.01670579596069380.0167057959606934-1.24849576919325
2359.514.95028895312470.01299936668537460.0129993666853741-2.20197129373656
2364.513.34885660831760.007128611679691240.00712861167969198-3.56907636423709
23711.8513.12298314174670.00629767737837980.00629767737837999-0.515528210513877
23813.613.20075142365280.00654819893727560.006548198937275330.158241543391504
23911.712.9744549708950.005744395514542750.00574439551454278-0.515838324089712
24012.412.89011621866340.005437607931579080.00543760793157918-0.199667359790885
24113.3512.97198421017250.00524498017814412-0.05769475869544260.175397755598298
24211.412.73150982659430.00422377017074490.00422374821880133-0.538718542219401
24314.913.07040272065260.005559795387214490.005559795387213480.735498398880525
24419.914.13050545083130.009621628742642790.009621628742645472.32211569305697
24511.213.68459047758960.007921818625491070.0079218186254893-1.00471955549857
24614.613.8312655865140.008425234389890290.008425234389889340.306439888821952
24717.614.41781490218230.0104713517851830.01047135178518271.27821933018317
24814.0514.36843346692670.01026410833575440.010264108335755-0.13245592513729
24916.114.6419413652810.01115814398230960.01115814398230970.583019244390746
25013.3514.45102093648070.01048346840543110.0104834684054308-0.447846868851156
25111.8514.05855396647120.00915833641672480.009158336416725-0.893514558305743
25211.9513.74099198134160.008098202556118660.0080982025561186-0.724820880201964
25314.7513.9112183593510.00770948345132062-0.08480429801495730.371777932848623
25415.1514.10864499472910.008461327832209870.008461306867723030.416523127781394
25513.213.97386881586410.007915994039051990.00791599403905071-0.315196501354239
25616.8514.4236824931860.009539477525682730.009539477525685850.974221713312211
2577.8513.41610606836390.005918899696077180.00591889969607463-2.24581458750198
2587.712.53935184504910.002863445284100130.00286344528409987-1.95143960468023
25912.612.55067050617820.002892000703994080.002892000703993730.0187127811113906
2607.8511.82957676279960.0004995522832539740.000499552283254229-1.60371179379722
26110.9511.69470982851556.07332278947376e-056.0733227894939e-05-0.300073975079475
26212.3511.79542938506910.000381556118328820.0003815561183285570.223274557199815
2639.9511.5123012229927-0.000508618121975048-0.00050861812197497-0.62919297154004
26414.912.03196792756410.00110311928023130.001103119280231381.15494085260005
26516.6512.7221185166896-0.0004722474939109990.00519474195236491.57896339383085
26613.412.8267959576996-7.4036830644261e-05-7.40569134011408e-050.231150905733903
26713.9513.00038398009040.0005578651265826170.0005578651265810120.382593913870462
26815.713.41743490783710.002020477467137260.002020477467140750.919208881007607
26916.8513.94791743589490.00381882279276590.003818822792763211.1680360533749
27010.9513.48897933207410.002287251236385960.00228725123638653-1.02404997035999
27115.3513.77683702786220.003209487329123010.003209487329122790.632584087582155
27212.213.53668580061850.002440384484520490.00244038448452054-0.53953548522106
27315.113.77851820815580.00318265378728550.003182653787285540.531110396354685
27417.7514.39045712241050.005038706394790780.005038706394790791.35137485567415
27515.214.51818026398980.005407247052731640.005407247052731960.272482963185942
27614.614.53447962924950.005439539498918670.005439539498918870.0242017551461367
27716.6514.86313361436580.00473335942116416-0.05206693692448790.740181315244263

\begin{tabular}{lllllllll}
\hline
Structural Time Series Model \tabularnewline
t & Observed & Level & Slope & Seasonal & Stand. Residuals \tabularnewline
1 & 12.9 & 12.9 & 0 & 0 & 0 \tabularnewline
2 & 12.2 & 12.7759779143197 & -0.029354614652143 & -0.0293546142666199 & -0.229206421425206 \tabularnewline
3 & 12.8 & 12.7643974243328 & -0.0261226171023432 & -0.0261226171023432 & 0.0264788964887916 \tabularnewline
4 & 7.4 & 11.4955055142011 & -0.21045489810217 & -0.21045489810217 & -1.68332233489548 \tabularnewline
5 & 6.7 & 10.2317890278301 & -0.342596161061784 & -0.342596161061784 & -1.38402216230307 \tabularnewline
6 & 12.6 & 10.6237659360937 & -0.262691388270584 & -0.262691388270585 & 0.968825569652867 \tabularnewline
7 & 14.8 & 11.4744733183273 & -0.155755029000922 & -0.155755029000922 & 1.49908718509896 \tabularnewline
8 & 13.3 & 11.8133989390333 & -0.113209079005588 & -0.113209079005588 & 0.685131456196629 \tabularnewline
9 & 11.1 & 11.590293049099 & -0.121769573951924 & -0.121769573951924 & -0.156971995989401 \tabularnewline
10 & 8.2 & 10.7764112614264 & -0.171056947543266 & -0.171056947543266 & -1.01942342611213 \tabularnewline
11 & 11.4 & 10.8125692207345 & -0.157459744663953 & -0.157459744663953 & 0.314269057713986 \tabularnewline
12 & 6.4 & 9.79596364340385 & -0.20975853344907 & -0.20975853344907 & -1.33886864720836 \tabularnewline
13 & 10.6 & 9.47121903788987 & -0.198564052117934 & 2.18420457589825 & -0.432950786542216 \tabularnewline
14 & 12 & 9.95873371991823 & -0.159454115435145 & -0.159454119986888 & 0.940256918950149 \tabularnewline
15 & 6.3 & 9.06091853726719 & -0.19830828183817 & -0.19830828183817 & -1.08401890959522 \tabularnewline
16 & 11.3 & 9.41920357639152 & -0.171115546546362 & -0.171115546546362 & 0.861709496113825 \tabularnewline
17 & 11.9 & 9.82295063786694 & -0.144898425679497 & -0.144898425679497 & 0.928021784799676 \tabularnewline
18 & 9.3 & 9.63194657858558 & -0.146871213332617 & -0.146871213332618 & -0.0769713732320382 \tabularnewline
19 & 9.6 & 9.53561779388254 & -0.144832703527609 & -0.14483270352761 & 0.0867184254263061 \tabularnewline
20 & 10 & 9.53349828442114 & -0.139383931277703 & -0.139383931277702 & 0.250454251168905 \tabularnewline
21 & 6.4 & 8.86273553336443 & -0.158663208214492 & -0.158663208214492 & -0.950307804788732 \tabularnewline
22 & 13.8 & 9.66848555791179 & -0.125296675943295 & -0.125296675943295 & 1.75244878575819 \tabularnewline
23 & 10.8 & 9.79382403535991 & -0.117001849147281 & -0.11700184914728 & 0.461667079329314 \tabularnewline
24 & 13.8 & 10.4378156705095 & -0.0928428518630436 & -0.0928428518630435 & 1.41824595733385 \tabularnewline
25 & 11.7 & 10.3864648986546 & -0.0941657012176474 & 1.03582271602573 & 0.112809514740938 \tabularnewline
26 & 10.9 & 10.4277793082983 & -0.0895847088593979 & -0.0895847120186555 & 0.232677241206234 \tabularnewline
27 & 16.1 & 11.4373034979813 & -0.0546491211747156 & -0.0546491211747166 & 1.94675843766928 \tabularnewline
28 & 13.4 & 11.7634415554607 & -0.0432179711082179 & -0.0432179711082171 & 0.691279622845954 \tabularnewline
29 & 9.9 & 11.3993838721838 & -0.0523546862395863 & -0.0523546862395867 & -0.594178230313196 \tabularnewline
30 & 11.5 & 11.383566236603 & -0.0513636225701333 & -0.0513636225701343 & 0.068777713077686 \tabularnewline
31 & 8.3 & 10.8081162100342 & -0.0649548330703853 & -0.0649548330703854 & -0.999951709179622 \tabularnewline
32 & 11.7 & 10.9210120525271 & -0.0605302961965099 & -0.0605302961965092 & 0.343186597038536 \tabularnewline
33 & 9 & 10.5498387760037 & -0.0679665523908993 & -0.0679665523908998 & -0.605158957863559 \tabularnewline
34 & 9.7 & 10.3595525578946 & -0.0707917885772315 & -0.0707917885772318 & -0.240227951968681 \tabularnewline
35 & 10.8 & 10.3878664277147 & -0.0685777781997987 & -0.0685777781997983 & 0.195996783664159 \tabularnewline
36 & 10.3 & 10.3276362324759 & -0.068397017210696 & -0.0683970172106959 & 0.016608504537232 \tabularnewline
37 & 10.4 & 10.177461496482 & -0.0668127326144034 & 0.734940061489055 & -0.207431603521624 \tabularnewline
38 & 12.7 & 10.5857165675402 & -0.0553274429595619 & -0.0553274477636153 & 0.889512502327472 \tabularnewline
39 & 9.3 & 10.3237581761177 & -0.0600568947456052 & -0.0600568947456062 & -0.394307684651384 \tabularnewline
40 & 11.8 & 10.5405854021926 & -0.0540299194534861 & -0.0540299194534851 & 0.536542808961913 \tabularnewline
41 & 5.9 & 9.70918294655701 & -0.0701896974330613 & -0.0701896974330623 & -1.5253909391468 \tabularnewline
42 & 11.4 & 9.95016233817354 & -0.0639884846560414 & -0.0639884846560428 & 0.616934646346087 \tabularnewline
43 & 13 & 10.4220156188852 & -0.0537152602133594 & -0.0537152602133597 & 1.0715591066871 \tabularnewline
44 & 10.8 & 10.4496217740619 & -0.0522106266038345 & -0.0522106266038339 & 0.163802722464192 \tabularnewline
45 & 12.3 & 10.7231049516507 & -0.0463786899943812 & -0.0463786899943817 & 0.660055842172926 \tabularnewline
46 & 11.3 & 10.7877769623191 & -0.0444494355885233 & -0.0444494355885236 & 0.226234215547024 \tabularnewline
47 & 11.8 & 10.9251954078128 & -0.0413772116656182 & -0.0413772116656177 & 0.372170738033228 \tabularnewline
48 & 7.9 & 10.3995233966747 & -0.0493477339999669 & -0.0493477339999667 & -0.994915466293628 \tabularnewline
49 & 12.7 & 10.5999245645199 & -0.0528214319369412 & 0.581035754420819 & 0.613899440232166 \tabularnewline
50 & 12.3 & 10.8574720986289 & -0.0469760694040327 & -0.0469760739539476 & 0.607686409937124 \tabularnewline
51 & 11.6 & 10.9525222756527 & -0.0444338588383335 & -0.0444338588383349 & 0.281894616843893 \tabularnewline
52 & 6.7 & 10.2081436164825 & -0.0563943581495182 & -0.0563943581495178 & -1.40472287977756 \tabularnewline
53 & 10.9 & 10.2859162464417 & -0.0541967040642882 & -0.0541967040642894 & 0.271716027663727 \tabularnewline
54 & 12.1 & 10.5501154345505 & -0.0491786012006545 & -0.0491786012006557 & 0.649676406361393 \tabularnewline
55 & 13.3 & 10.9700046695774 & -0.0420411935240769 & -0.0420411935240773 & 0.963125323865042 \tabularnewline
56 & 10.1 & 10.7991439523466 & -0.0439393935905298 & -0.043939393590529 & -0.265896087519778 \tabularnewline
57 & 5.7 & 9.93710155642432 & -0.0556452360535617 & -0.0556452360535624 & -1.69617697980802 \tabularnewline
58 & 14.3 & 10.6093858062267 & -0.0455069718064345 & -0.0455069718064346 & 1.51496055644693 \tabularnewline
59 & 8 & 10.1553543235957 & -0.0510569935568935 & -0.0510569935568931 & -0.852996348436434 \tabularnewline
60 & 13.3 & 10.6296404849098 & -0.0440821633081377 & -0.0440821633081372 & 1.10001604311305 \tabularnewline
61 & 9.3 & 10.3361608170418 & -0.0413771043606943 & 0.455148153715661 & -0.602089184328088 \tabularnewline
62 & 12.5 & 10.6715777977117 & -0.0355640746543065 & -0.035564082207536 & 0.758258497627537 \tabularnewline
63 & 7.6 & 10.1375673942443 & -0.04289053848098 & -0.0428905384809811 & -1.01375733898328 \tabularnewline
64 & 15.9 & 11.0586705156034 & -0.0293307664647903 & -0.0293307664647889 & 1.97760351528575 \tabularnewline
65 & 9.2 & 10.7345262317258 & -0.0333154964049432 & -0.0333154964049446 & -0.609104569593613 \tabularnewline
66 & 9.1 & 10.4457703976714 & -0.0366453583465948 & -0.0366453583465961 & -0.530863390163362 \tabularnewline
67 & 11.1 & 10.5271296343219 & -0.0351567700452848 & -0.0351567700452854 & 0.246443708430325 \tabularnewline
68 & 13 & 10.902951916594 & -0.0301248331525714 & -0.0301248331525707 & 0.861834690799861 \tabularnewline
69 & 14.5 & 11.4619941921568 & -0.0231046174040131 & -0.0231046174040138 & 1.2398048997014 \tabularnewline
70 & 12.2 & 11.5648840304761 & -0.0216401396623391 & -0.0216401396623393 & 0.265921428868096 \tabularnewline
71 & 12.3 & 11.6680167534571 & -0.0202224815414419 & -0.0202224815414415 & 0.264013638452503 \tabularnewline
72 & 11.4 & 11.6113879679504 & -0.0206275591070495 & -0.020627559107049 & -0.0772035065305005 \tabularnewline
73 & 8.8 & 11.1603940407599 & -0.0168021164257474 & 0.184823289415725 & -1.02690799773377 \tabularnewline
74 & 14.6 & 11.7164896834227 & -0.00931708060437467 & -0.00931709214756132 & 1.17452018944969 \tabularnewline
75 & 12.6 & 11.8548201961099 & -0.00747604720928051 & -0.00747604720928213 & 0.30533033861218 \tabularnewline
76 & 13 & 12.0360068974398 & -0.00522096647325153 & -0.00522096647324973 & 0.392913752195008 \tabularnewline
77 & 12.6 & 12.1237126951902 & -0.00415185866108696 & -0.00415185866108833 & 0.19465849078267 \tabularnewline
78 & 13.2 & 12.2942550665163 & -0.00221023019857148 & -0.00221023019857301 & 0.36770445760829 \tabularnewline
79 & 9.9 & 11.9085085593019 & -0.00634206552123137 & -0.00634206552123193 & -0.810527413706056 \tabularnewline
80 & 7.7 & 11.2308390807447 & -0.0133729216715548 & -0.0133729216715542 & -1.42349946488374 \tabularnewline
81 & 10.5 & 11.1051013698785 & -0.0145199783870116 & -0.0145199783870123 & -0.238939888476123 \tabularnewline
82 & 13.4 & 11.4606432446569 & -0.0108291877081391 & -0.0108291877081393 & 0.78883110112901 \tabularnewline
83 & 10.9 & 11.3641473142404 & -0.0116656285082937 & -0.0116656285082933 & -0.182987945191762 \tabularnewline
84 & 4.3 & 10.2352149319097 & -0.0223644225563204 & -0.0223644225563202 & -2.39080216004282 \tabularnewline
85 & 10.3 & 10.1899975970351 & -0.022192345603603 & 0.244115814441839 & -0.0540848887190783 \tabularnewline
86 & 11.8 & 10.4374219868197 & -0.0191375072061954 & -0.0191375213539567 & 0.560223831391366 \tabularnewline
87 & 11.2 & 10.5479397252916 & -0.0177337408620804 & -0.0177337408620818 & 0.271381808986265 \tabularnewline
88 & 11.4 & 10.673119475372 & -0.0162486153601819 & -0.0162486153601799 & 0.300923987850045 \tabularnewline
89 & 8.6 & 10.3297379724897 & -0.019524736036282 & -0.0195247360362832 & -0.692213604845742 \tabularnewline
90 & 13.2 & 10.7748928893274 & -0.01502350267559 & -0.0150235026755921 & 0.987268633567591 \tabularnewline
91 & 12.6 & 11.0552697748015 & -0.0122465647782575 & -0.012246564778258 & 0.629745042241664 \tabularnewline
92 & 5.6 & 10.1804915470615 & -0.0201385776856778 & -0.0201385776856776 & -1.84401262732603 \tabularnewline
93 & 9.9 & 10.1222842645395 & -0.0204784953050008 & -0.0204784953050014 & -0.0815830600946763 \tabularnewline
94 & 8.8 & 9.89911826796667 & -0.0222487120706937 & -0.0222487120706939 & -0.435256510155765 \tabularnewline
95 & 7.7 & 9.53657750133308 & -0.0251616015652334 & -0.025161601565233 & -0.732028866077626 \tabularnewline
96 & 9 & 9.43472318251906 & -0.0258061679370309 & -0.0258061679370308 & -0.165227757313902 \tabularnewline
97 & 7.3 & 9.06248514169839 & -0.0235435607335568 & 0.258979184734348 & -0.81492672245719 \tabularnewline
98 & 11.4 & 9.42402887936836 & -0.0196918672498554 & -0.019691885861827 & 0.808323575911178 \tabularnewline
99 & 13.6 & 10.081182825355 & -0.013216519167686 & -0.013216519167687 & 1.42976012166996 \tabularnewline
100 & 7.9 & 9.72360066453764 & -0.0163816861307964 & -0.0163816861307946 & -0.731202223383867 \tabularnewline
101 & 10.7 & 9.86788051972783 & -0.0149572239042947 & -0.0149572239042953 & 0.342590768728137 \tabularnewline
102 & 10.3 & 9.92624622527181 & -0.0143278134250724 & -0.0143278134250747 & 0.15690332395969 \tabularnewline
103 & 8.3 & 9.65906002144519 & -0.01643623361894 & -0.0164362336189403 & -0.542679739110685 \tabularnewline
104 & 9.6 & 9.63848818264768 & -0.0164698290078789 & -0.0164698290078786 & -0.00889761442329135 \tabularnewline
105 & 14.2 & 10.3462230934777 & -0.0107234754197763 & -0.0107234754197766 & 1.56133898076822 \tabularnewline
106 & 8.5 & 10.0483261292442 & -0.0129542770414754 & -0.0129542770414757 & -0.620219298030157 \tabularnewline
107 & 13.5 & 10.5819100300547 & -0.00878946268807565 & -0.00878946268807539 & 1.18215608850345 \tabularnewline
108 & 4.9 & 9.68395339607012 & -0.0154480148255088 & -0.0154480148255088 & -1.92574662403013 \tabularnewline
109 & 6.4 & 9.16821781039746 & -0.0125631376463206 & 0.138194534846879 & -1.17136602724719 \tabularnewline
110 & 9.6 & 9.22891415807356 & -0.0119072693273378 & -0.0119072904387867 & 0.155004317740433 \tabularnewline
111 & 11.6 & 9.59906455604866 & -0.00863316334849228 & -0.00863316334849294 & 0.812884487947832 \tabularnewline
112 & 11.1 & 9.83163202682724 & -0.00664580115390795 & -0.00664580115390571 & 0.515532294322475 \tabularnewline
113 & 4.35 & 8.95916205674214 & -0.0135326563544032 & -0.0135326563544039 & -1.85752198195346 \tabularnewline
114 & 12.7 & 9.54054148501991 & -0.0089477817355374 & -0.00894778173554047 & 1.28027715557435 \tabularnewline
115 & 18.1 & 10.8826987052447 & 0.00117441117708433 & 0.00117441117708368 & 2.91516029664247 \tabularnewline
116 & 17.85 & 11.9788410064433 & 0.00917218776775441 & 0.00917218776775527 & 2.36763737836051 \tabularnewline
117 & 16.6 & 12.7104303623721 & 0.0143299810785473 & 0.0143299810785472 & 1.56492927691548 \tabularnewline
118 & 12.6 & 12.7029605593344 & 0.0141774960653206 & 0.0141774960653202 & -0.0472967344054282 \tabularnewline
119 & 17.1 & 13.4010282314966 & 0.0188735071560493 & 0.0188735071560495 & 1.48572604426301 \tabularnewline
120 & 19.1 & 14.3052220350818 & 0.0248516930622396 & 0.02485169306224 & 1.92550531773142 \tabularnewline
121 & 16.1 & 14.6285383750684 & 0.0233110138504685 & -0.256421137602001 & 0.69623579907935 \tabularnewline
122 & 13.35 & 14.4405972862579 & 0.0215993372447518 & 0.0215993235791107 & -0.449840648821531 \tabularnewline
123 & 18.4 & 15.0836911077956 & 0.0264225523255257 & 0.0264225523255244 & 1.33001577872895 \tabularnewline
124 & 14.7 & 15.041091351769 & 0.0259072138691123 & 0.0259072138691144 & -0.148311904636374 \tabularnewline
125 & 10.6 & 14.3587628570644 & 0.0207993161487039 & 0.0207993161487017 & -1.52692636221366 \tabularnewline
126 & 12.6 & 14.0964760805879 & 0.0188199162458036 & 0.0188199162458014 & -0.612015309318468 \tabularnewline
127 & 16.2 & 14.4394531617385 & 0.0210246012280743 & 0.0210246012280736 & 0.702427746710252 \tabularnewline
128 & 13.6 & 14.322403841379 & 0.0201084916466977 & 0.0201084916466985 & -0.299776280849935 \tabularnewline
129 & 18.9 & 15.052174773054 & 0.024713762331688 & 0.0247137623316878 & 1.54327992748421 \tabularnewline
130 & 14.1 & 14.9204301865478 & 0.0237184538279894 & 0.0237184538279891 & -0.340714651391904 \tabularnewline
131 & 14.5 & 14.8711418668143 & 0.0232622663943446 & 0.0232622663943449 & -0.159171632437508 \tabularnewline
132 & 16.15 & 15.0865241209629 & 0.024443482114163 & 0.0244434821141635 & 0.419287948969221 \tabularnewline
133 & 14.75 & 15.0974731379358 & 0.024506532037042 & -0.269571839082891 & -0.0313841706678809 \tabularnewline
134 & 14.8 & 15.0670051708396 & 0.0240997293677597 & 0.0240997163280785 & -0.117679659457301 \tabularnewline
135 & 12.45 & 14.6699581223589 & 0.0211132740383789 & 0.0211132740383776 & -0.905579987682152 \tabularnewline
136 & 12.65 & 14.3662973138614 & 0.018896454650123 & 0.0188964546501249 & -0.700924850194634 \tabularnewline
137 & 17.35 & 14.8478740521958 & 0.0219486610968161 & 0.0219486610968141 & 1.0015779954863 \tabularnewline
138 & 8.6 & 13.8838891936424 & 0.0156397715918555 & 0.0156397715918542 & -2.13963056096952 \tabularnewline
139 & 18.4 & 14.6009830321806 & 0.0200079527863677 & 0.0200079527863669 & 1.52544203156551 \tabularnewline
140 & 16.1 & 14.848826243389 & 0.0213927477627732 & 0.021392747762774 & 0.49633555365651 \tabularnewline
141 & 11.6 & 14.3568909882654 & 0.0183396324480925 & 0.0183396324480922 & -1.11992136877094 \tabularnewline
142 & 17.75 & 14.8980767791226 & 0.0213895747794483 & 0.0213895747794481 & 1.14210657643104 \tabularnewline
143 & 15.25 & 14.9675769077283 & 0.0216653725167179 & 0.0216653725167181 & 0.105204117853533 \tabularnewline
144 & 17.65 & 15.3996139208642 & 0.0239812374528254 & 0.023981237452826 & 0.898179323732779 \tabularnewline
145 & 16.35 & 15.5984645498377 & 0.0232349966911823 & -0.255584951407175 & 0.405680446973679 \tabularnewline
146 & 17.65 & 15.9385705682333 & 0.0253926695800821 & 0.0253926557330597 & 0.681289179277846 \tabularnewline
147 & 13.6 & 15.5877641247337 & 0.0229367904623923 & 0.0229367904623909 & -0.812171697345597 \tabularnewline
148 & 14.35 & 15.4092092012848 & 0.021670129980877 & 0.0216701299808786 & -0.436459076776288 \tabularnewline
149 & 14.75 & 15.3208765091153 & 0.0210015114780631 & 0.0210015114780607 & -0.238939664549689 \tabularnewline
150 & 18.25 & 15.7929975025533 & 0.0236623926899041 & 0.0236623926899026 & 0.982126773798562 \tabularnewline
151 & 9.9 & 14.8900702453646 & 0.0183412694725855 & 0.0183412694725848 & -2.02110416664299 \tabularnewline
152 & 16 & 15.0755783945325 & 0.0192786450759225 & 0.0192786450759233 & 0.365209583208937 \tabularnewline
153 & 18.25 & 15.5827002677048 & 0.0219566424053527 & 0.0219566424053523 & 1.06721845168212 \tabularnewline
154 & 16.85 & 15.7947825261212 & 0.0229806918061327 & 0.0229806918061325 & 0.416394695646394 \tabularnewline
155 & 14.6 & 15.6251083707764 & 0.0219605231914948 & 0.021960523191495 & -0.422340175193949 \tabularnewline
156 & 13.85 & 15.3648321985864 & 0.0204886572074864 & 0.020488657207487 & -0.619231622778688 \tabularnewline
157 & 18.95 & 15.9434145407766 & 0.0182969537337891 & -0.201266479304911 & 1.29200313534436 \tabularnewline
158 & 15.6 & 15.9018585357941 & 0.0179195171734643 & 0.0179195057200568 & -0.129167908980781 \tabularnewline
159 & 14.85 & 15.7490464415512 & 0.0168869529253703 & 0.0168869529253688 & -0.369844970085946 \tabularnewline
160 & 11.75 & 15.1346868205883 & 0.013209256436064 & 0.0132092564360648 & -1.37164957919392 \tabularnewline
161 & 18.45 & 15.6615138500201 & 0.0161035900614298 & 0.0161035900614274 & 1.11888448593279 \tabularnewline
162 & 15.9 & 15.709770145125 & 0.0162794816931411 & 0.0162794816931399 & 0.070189774975238 \tabularnewline
163 & 17.1 & 15.9373345702468 & 0.0174052191721048 & 0.0174052191721041 & 0.462043675930499 \tabularnewline
164 & 16.1 & 15.9746106100846 & 0.0175086356524342 & 0.0175086356524351 & 0.0435175584734263 \tabularnewline
165 & 19.9 & 16.5960748519939 & 0.0205868719351707 & 0.0205868719351704 & 1.32430212999338 \tabularnewline
166 & 10.95 & 15.7345840021761 & 0.0161741218179313 & 0.0161741218179312 & -1.9361531610886 \tabularnewline
167 & 18.45 & 16.1665621487278 & 0.0182198907421395 & 0.0182198907421398 & 0.913491496321465 \tabularnewline
168 & 15.1 & 16.0139628807008 & 0.0173919115859713 & 0.017391911585972 & -0.375560063437573 \tabularnewline
169 & 15 & 15.9074210193296 & 0.0178426704684419 & -0.196269362929418 & -0.286395218546061 \tabularnewline
170 & 11.35 & 15.203919706537 & 0.013606878217454 & 0.0136068697858359 & -1.56172151957292 \tabularnewline
171 & 15.95 & 15.3300670259654 & 0.0142408683900022 & 0.0142408683900008 & 0.244502768669195 \tabularnewline
172 & 18.1 & 15.7723790763331 & 0.0165646838679099 & 0.0165646838679113 & 0.932672583411881 \tabularnewline
173 & 14.6 & 15.601107106874 & 0.0155780953891968 & 0.0155780953891944 & -0.410215503974379 \tabularnewline
174 & 15.4 & 15.5805587695777 & 0.0153938324455101 & 0.0153938324455088 & -0.0790495682097802 \tabularnewline
175 & 15.4 & 15.5631277648342 & 0.0152307174403704 & 0.0152307174403697 & -0.0719412596031649 \tabularnewline
176 & 17.6 & 15.8895982007906 & 0.01674193970613 & 0.0167419397061311 & 0.683056638528264 \tabularnewline
177 & 13.35 & 15.5076079605961 & 0.0148453508421762 & 0.014845350842176 & -0.87606380319258 \tabularnewline
178 & 19.1 & 16.0740594732935 & 0.0174214408189906 & 0.0174214408189906 & 1.21310888799458 \tabularnewline
179 & 15.35 & 15.9740682862249 & 0.0168819980035685 & 0.0168819980035688 & -0.25842755172526 \tabularnewline
180 & 7.6 & 14.6909623009356 & 0.0109960428834884 & 0.0109960428834886 & -2.86328627169236 \tabularnewline
181 & 13.4 & 14.5274355874641 & 0.0115871441093483 & -0.127458575399453 & -0.402674375276399 \tabularnewline
182 & 13.9 & 14.437101457499 & 0.0110271896168316 & 0.0110271803510938 & -0.221276482757137 \tabularnewline
183 & 19.1 & 15.1730005576523 & 0.0148488326281156 & 0.0148488326281145 & 1.57884670953949 \tabularnewline
184 & 15.25 & 15.1952198580057 & 0.014886288161899 & 0.0148862881619004 & 0.0160962761915709 \tabularnewline
185 & 12.9 & 14.8485480284271 & 0.0131080504172708 & 0.0131080504172684 & -0.791326841265954 \tabularnewline
186 & 16.1 & 15.0518795183612 & 0.0140168195007517 & 0.0140168195007502 & 0.417085969104766 \tabularnewline
187 & 17.35 & 15.4178572843326 & 0.0156554555555124 & 0.0156554555555116 & 0.772872571389523 \tabularnewline
188 & 13.15 & 15.077449091622 & 0.0140352240172521 & 0.0140352240172532 & -0.782863428692427 \tabularnewline
189 & 12.15 & 14.6342120900765 & 0.0119962981561742 & 0.0119962981561739 & -1.00644727268204 \tabularnewline
190 & 12.6 & 14.3280242796737 & 0.0106029399654467 & 0.0106029399654466 & -0.700940589352134 \tabularnewline
191 & 10.35 & 13.7207978308757 & 0.00794057102593082 & 0.00794057102593116 & -1.36206920524101 \tabularnewline
192 & 15.4 & 13.9855499083125 & 0.00903145072923162 & 0.00903145072923184 & 0.566532181071025 \tabularnewline
193 & 9.6 & 13.3589412827617 & 0.0110458022388149 & -0.121503811667746 & -1.46461994704252 \tabularnewline
194 & 18.2 & 14.1232399519266 & 0.0149338231966843 & 0.0149338062518371 & 1.63934870929607 \tabularnewline
195 & 13.6 & 14.0519554083629 & 0.0145066603927845 & 0.0145066603927838 & -0.18821172281649 \tabularnewline
196 & 14.85 & 14.1860687750942 & 0.0150779905458955 & 0.0150779905458972 & 0.261745321366764 \tabularnewline
197 & 14.75 & 14.2840105887153 & 0.0154611623954235 & 0.0154611623954218 & 0.181707945545895 \tabularnewline
198 & 14.1 & 14.266156457044 & 0.0153114849821181 & 0.0153114849821161 & -0.0731787708643523 \tabularnewline
199 & 14.9 & 14.3748499657232 & 0.0157204444239079 & 0.015720444423907 & 0.205406341150968 \tabularnewline
200 & 16.25 & 14.6756833661527 & 0.0169411209601993 & 0.0169411209602005 & 0.627879880063462 \tabularnewline
201 & 19.25 & 15.3941339184313 & 0.0198848573548916 & 0.0198848573548916 & 1.54639568591776 \tabularnewline
202 & 13.6 & 15.1308894133385 & 0.0187177472530445 & 0.0187177472530442 & -0.624644259947788 \tabularnewline
203 & 13.6 & 14.9076342969524 & 0.0177359721846065 & 0.0177359721846068 & -0.534220221165595 \tabularnewline
204 & 15.65 & 15.0343757197262 & 0.0181720444469012 & 0.0181720444469013 & 0.240803258659603 \tabularnewline
205 & 12.75 & 14.7409885247911 & 0.0190996873654463 & -0.210096543159057 & -0.717028668657401 \tabularnewline
206 & 14.6 & 14.7321338828823 & 0.0189636278309936 & 0.0189636101184567 & -0.0609700621479883 \tabularnewline
207 & 9.85 & 13.9855231377655 & 0.0153862397354915 & 0.0153862397354908 & -1.67452087712795 \tabularnewline
208 & 12.65 & 13.7887595410571 & 0.0144302500321169 & 0.0144302500321184 & -0.465110798715449 \tabularnewline
209 & 19.2 & 14.6374789344592 & 0.0180703922844151 & 0.018070392284414 & 1.83257418301813 \tabularnewline
210 & 16.6 & 14.9537160854896 & 0.0193346604355819 & 0.0193346604355795 & 0.655981673329914 \tabularnewline
211 & 11.2 & 14.3867639915401 & 0.0169109075398298 & 0.016910907539829 & -1.29155868261997 \tabularnewline
212 & 15.25 & 14.5317707377686 & 0.0174287211522154 & 0.0174287211522167 & 0.282498818930816 \tabularnewline
213 & 11.9 & 14.1377071850289 & 0.0157980183292641 & 0.0157980183292643 & -0.90833114475124 \tabularnewline
214 & 13.2 & 14.0040360275924 & 0.0152160242086578 & 0.0152160242086574 & -0.330196364800168 \tabularnewline
215 & 16.35 & 14.3760994060253 & 0.0165839404004874 & 0.0165839404004876 & 0.78884126858937 \tabularnewline
216 & 12.4 & 14.0831924214444 & 0.0154139540907781 & 0.0154139540907781 & -0.684540144831081 \tabularnewline
217 & 15.85 & 14.3835600622416 & 0.0146138969287649 & -0.16075284913752 & 0.655104976645766 \tabularnewline
218 & 18.15 & 14.9801894514178 & 0.0172938178757202 & 0.0172937977014527 & 1.2718510968817 \tabularnewline
219 & 11.15 & 14.3970670734765 & 0.0146390807557415 & 0.0146390807557407 & -1.3155832400518 \tabularnewline
220 & 15.65 & 14.6014295567128 & 0.0154481871956294 & 0.0154481871956309 & 0.416618933014084 \tabularnewline
221 & 17.75 & 15.0994701451288 & 0.0174413401755019 & 0.017441340175501 & 1.0616510056774 \tabularnewline
222 & 7.65 & 13.959960207699 & 0.0127968547405175 & 0.0127968547405162 & -2.54896613035178 \tabularnewline
223 & 12.35 & 13.7202135672754 & 0.0118082083901436 & 0.0118082083901429 & -0.55708769585908 \tabularnewline
224 & 15.6 & 14.0183606131027 & 0.0129045068784516 & 0.012904506878453 & 0.632291500186677 \tabularnewline
225 & 19.3 & 14.8414064889365 & 0.0159458624000048 & 0.0159458624000052 & 1.79050400189528 \tabularnewline
226 & 15.2 & 14.9076771246497 & 0.016131525083851 & 0.0161315250838507 & 0.111304950766814 \tabularnewline
227 & 17.1 & 15.2563543006023 & 0.017339578527312 & 0.0173395785273121 & 0.735958571647474 \tabularnewline
228 & 15.6 & 15.3212371132325 & 0.0175099358811026 & 0.0175099358811027 & 0.105273732054785 \tabularnewline
229 & 18.4 & 15.8219085868756 & 0.0162265433534038 & -0.178491959238012 & 1.10973385885001 \tabularnewline
230 & 19.05 & 16.3350351948632 & 0.0183973972664986 & 0.0183973769686611 & 1.08772258144678 \tabularnewline
231 & 18.55 & 16.6913433660113 & 0.0198152127404492 & 0.019815212740448 & 0.741569256640863 \tabularnewline
232 & 19.1 & 17.0779856216625 & 0.0213000193576002 & 0.0213000193576018 & 0.806698348678615 \tabularnewline
233 & 13.1 & 16.4776908122294 & 0.0188629552965149 & 0.018862955296513 & -1.36929681307161 \tabularnewline
234 & 12.85 & 15.930595195694 & 0.0167057959606938 & 0.0167057959606934 & -1.24849576919325 \tabularnewline
235 & 9.5 & 14.9502889531247 & 0.0129993666853746 & 0.0129993666853741 & -2.20197129373656 \tabularnewline
236 & 4.5 & 13.3488566083176 & 0.00712861167969124 & 0.00712861167969198 & -3.56907636423709 \tabularnewline
237 & 11.85 & 13.1229831417467 & 0.0062976773783798 & 0.00629767737837999 & -0.515528210513877 \tabularnewline
238 & 13.6 & 13.2007514236528 & 0.0065481989372756 & 0.00654819893727533 & 0.158241543391504 \tabularnewline
239 & 11.7 & 12.974454970895 & 0.00574439551454275 & 0.00574439551454278 & -0.515838324089712 \tabularnewline
240 & 12.4 & 12.8901162186634 & 0.00543760793157908 & 0.00543760793157918 & -0.199667359790885 \tabularnewline
241 & 13.35 & 12.9719842101725 & 0.00524498017814412 & -0.0576947586954426 & 0.175397755598298 \tabularnewline
242 & 11.4 & 12.7315098265943 & 0.0042237701707449 & 0.00422374821880133 & -0.538718542219401 \tabularnewline
243 & 14.9 & 13.0704027206526 & 0.00555979538721449 & 0.00555979538721348 & 0.735498398880525 \tabularnewline
244 & 19.9 & 14.1305054508313 & 0.00962162874264279 & 0.00962162874264547 & 2.32211569305697 \tabularnewline
245 & 11.2 & 13.6845904775896 & 0.00792181862549107 & 0.0079218186254893 & -1.00471955549857 \tabularnewline
246 & 14.6 & 13.831265586514 & 0.00842523438989029 & 0.00842523438988934 & 0.306439888821952 \tabularnewline
247 & 17.6 & 14.4178149021823 & 0.010471351785183 & 0.0104713517851827 & 1.27821933018317 \tabularnewline
248 & 14.05 & 14.3684334669267 & 0.0102641083357544 & 0.010264108335755 & -0.13245592513729 \tabularnewline
249 & 16.1 & 14.641941365281 & 0.0111581439823096 & 0.0111581439823097 & 0.583019244390746 \tabularnewline
250 & 13.35 & 14.4510209364807 & 0.0104834684054311 & 0.0104834684054308 & -0.447846868851156 \tabularnewline
251 & 11.85 & 14.0585539664712 & 0.0091583364167248 & 0.009158336416725 & -0.893514558305743 \tabularnewline
252 & 11.95 & 13.7409919813416 & 0.00809820255611866 & 0.0080982025561186 & -0.724820880201964 \tabularnewline
253 & 14.75 & 13.911218359351 & 0.00770948345132062 & -0.0848042980149573 & 0.371777932848623 \tabularnewline
254 & 15.15 & 14.1086449947291 & 0.00846132783220987 & 0.00846130686772303 & 0.416523127781394 \tabularnewline
255 & 13.2 & 13.9738688158641 & 0.00791599403905199 & 0.00791599403905071 & -0.315196501354239 \tabularnewline
256 & 16.85 & 14.423682493186 & 0.00953947752568273 & 0.00953947752568585 & 0.974221713312211 \tabularnewline
257 & 7.85 & 13.4161060683639 & 0.00591889969607718 & 0.00591889969607463 & -2.24581458750198 \tabularnewline
258 & 7.7 & 12.5393518450491 & 0.00286344528410013 & 0.00286344528409987 & -1.95143960468023 \tabularnewline
259 & 12.6 & 12.5506705061782 & 0.00289200070399408 & 0.00289200070399373 & 0.0187127811113906 \tabularnewline
260 & 7.85 & 11.8295767627996 & 0.000499552283253974 & 0.000499552283254229 & -1.60371179379722 \tabularnewline
261 & 10.95 & 11.6947098285155 & 6.07332278947376e-05 & 6.0733227894939e-05 & -0.300073975079475 \tabularnewline
262 & 12.35 & 11.7954293850691 & 0.00038155611832882 & 0.000381556118328557 & 0.223274557199815 \tabularnewline
263 & 9.95 & 11.5123012229927 & -0.000508618121975048 & -0.00050861812197497 & -0.62919297154004 \tabularnewline
264 & 14.9 & 12.0319679275641 & 0.0011031192802313 & 0.00110311928023138 & 1.15494085260005 \tabularnewline
265 & 16.65 & 12.7221185166896 & -0.000472247493910999 & 0.0051947419523649 & 1.57896339383085 \tabularnewline
266 & 13.4 & 12.8267959576996 & -7.4036830644261e-05 & -7.40569134011408e-05 & 0.231150905733903 \tabularnewline
267 & 13.95 & 13.0003839800904 & 0.000557865126582617 & 0.000557865126581012 & 0.382593913870462 \tabularnewline
268 & 15.7 & 13.4174349078371 & 0.00202047746713726 & 0.00202047746714075 & 0.919208881007607 \tabularnewline
269 & 16.85 & 13.9479174358949 & 0.0038188227927659 & 0.00381882279276321 & 1.1680360533749 \tabularnewline
270 & 10.95 & 13.4889793320741 & 0.00228725123638596 & 0.00228725123638653 & -1.02404997035999 \tabularnewline
271 & 15.35 & 13.7768370278622 & 0.00320948732912301 & 0.00320948732912279 & 0.632584087582155 \tabularnewline
272 & 12.2 & 13.5366858006185 & 0.00244038448452049 & 0.00244038448452054 & -0.53953548522106 \tabularnewline
273 & 15.1 & 13.7785182081558 & 0.0031826537872855 & 0.00318265378728554 & 0.531110396354685 \tabularnewline
274 & 17.75 & 14.3904571224105 & 0.00503870639479078 & 0.00503870639479079 & 1.35137485567415 \tabularnewline
275 & 15.2 & 14.5181802639898 & 0.00540724705273164 & 0.00540724705273196 & 0.272482963185942 \tabularnewline
276 & 14.6 & 14.5344796292495 & 0.00543953949891867 & 0.00543953949891887 & 0.0242017551461367 \tabularnewline
277 & 16.65 & 14.8631336143658 & 0.00473335942116416 & -0.0520669369244879 & 0.740181315244263 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=268878&T=1

[TABLE]
[ROW][C]Structural Time Series Model[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Level[/C][C]Slope[/C][C]Seasonal[/C][C]Stand. Residuals[/C][/ROW]
[ROW][C]1[/C][C]12.9[/C][C]12.9[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]12.2[/C][C]12.7759779143197[/C][C]-0.029354614652143[/C][C]-0.0293546142666199[/C][C]-0.229206421425206[/C][/ROW]
[ROW][C]3[/C][C]12.8[/C][C]12.7643974243328[/C][C]-0.0261226171023432[/C][C]-0.0261226171023432[/C][C]0.0264788964887916[/C][/ROW]
[ROW][C]4[/C][C]7.4[/C][C]11.4955055142011[/C][C]-0.21045489810217[/C][C]-0.21045489810217[/C][C]-1.68332233489548[/C][/ROW]
[ROW][C]5[/C][C]6.7[/C][C]10.2317890278301[/C][C]-0.342596161061784[/C][C]-0.342596161061784[/C][C]-1.38402216230307[/C][/ROW]
[ROW][C]6[/C][C]12.6[/C][C]10.6237659360937[/C][C]-0.262691388270584[/C][C]-0.262691388270585[/C][C]0.968825569652867[/C][/ROW]
[ROW][C]7[/C][C]14.8[/C][C]11.4744733183273[/C][C]-0.155755029000922[/C][C]-0.155755029000922[/C][C]1.49908718509896[/C][/ROW]
[ROW][C]8[/C][C]13.3[/C][C]11.8133989390333[/C][C]-0.113209079005588[/C][C]-0.113209079005588[/C][C]0.685131456196629[/C][/ROW]
[ROW][C]9[/C][C]11.1[/C][C]11.590293049099[/C][C]-0.121769573951924[/C][C]-0.121769573951924[/C][C]-0.156971995989401[/C][/ROW]
[ROW][C]10[/C][C]8.2[/C][C]10.7764112614264[/C][C]-0.171056947543266[/C][C]-0.171056947543266[/C][C]-1.01942342611213[/C][/ROW]
[ROW][C]11[/C][C]11.4[/C][C]10.8125692207345[/C][C]-0.157459744663953[/C][C]-0.157459744663953[/C][C]0.314269057713986[/C][/ROW]
[ROW][C]12[/C][C]6.4[/C][C]9.79596364340385[/C][C]-0.20975853344907[/C][C]-0.20975853344907[/C][C]-1.33886864720836[/C][/ROW]
[ROW][C]13[/C][C]10.6[/C][C]9.47121903788987[/C][C]-0.198564052117934[/C][C]2.18420457589825[/C][C]-0.432950786542216[/C][/ROW]
[ROW][C]14[/C][C]12[/C][C]9.95873371991823[/C][C]-0.159454115435145[/C][C]-0.159454119986888[/C][C]0.940256918950149[/C][/ROW]
[ROW][C]15[/C][C]6.3[/C][C]9.06091853726719[/C][C]-0.19830828183817[/C][C]-0.19830828183817[/C][C]-1.08401890959522[/C][/ROW]
[ROW][C]16[/C][C]11.3[/C][C]9.41920357639152[/C][C]-0.171115546546362[/C][C]-0.171115546546362[/C][C]0.861709496113825[/C][/ROW]
[ROW][C]17[/C][C]11.9[/C][C]9.82295063786694[/C][C]-0.144898425679497[/C][C]-0.144898425679497[/C][C]0.928021784799676[/C][/ROW]
[ROW][C]18[/C][C]9.3[/C][C]9.63194657858558[/C][C]-0.146871213332617[/C][C]-0.146871213332618[/C][C]-0.0769713732320382[/C][/ROW]
[ROW][C]19[/C][C]9.6[/C][C]9.53561779388254[/C][C]-0.144832703527609[/C][C]-0.14483270352761[/C][C]0.0867184254263061[/C][/ROW]
[ROW][C]20[/C][C]10[/C][C]9.53349828442114[/C][C]-0.139383931277703[/C][C]-0.139383931277702[/C][C]0.250454251168905[/C][/ROW]
[ROW][C]21[/C][C]6.4[/C][C]8.86273553336443[/C][C]-0.158663208214492[/C][C]-0.158663208214492[/C][C]-0.950307804788732[/C][/ROW]
[ROW][C]22[/C][C]13.8[/C][C]9.66848555791179[/C][C]-0.125296675943295[/C][C]-0.125296675943295[/C][C]1.75244878575819[/C][/ROW]
[ROW][C]23[/C][C]10.8[/C][C]9.79382403535991[/C][C]-0.117001849147281[/C][C]-0.11700184914728[/C][C]0.461667079329314[/C][/ROW]
[ROW][C]24[/C][C]13.8[/C][C]10.4378156705095[/C][C]-0.0928428518630436[/C][C]-0.0928428518630435[/C][C]1.41824595733385[/C][/ROW]
[ROW][C]25[/C][C]11.7[/C][C]10.3864648986546[/C][C]-0.0941657012176474[/C][C]1.03582271602573[/C][C]0.112809514740938[/C][/ROW]
[ROW][C]26[/C][C]10.9[/C][C]10.4277793082983[/C][C]-0.0895847088593979[/C][C]-0.0895847120186555[/C][C]0.232677241206234[/C][/ROW]
[ROW][C]27[/C][C]16.1[/C][C]11.4373034979813[/C][C]-0.0546491211747156[/C][C]-0.0546491211747166[/C][C]1.94675843766928[/C][/ROW]
[ROW][C]28[/C][C]13.4[/C][C]11.7634415554607[/C][C]-0.0432179711082179[/C][C]-0.0432179711082171[/C][C]0.691279622845954[/C][/ROW]
[ROW][C]29[/C][C]9.9[/C][C]11.3993838721838[/C][C]-0.0523546862395863[/C][C]-0.0523546862395867[/C][C]-0.594178230313196[/C][/ROW]
[ROW][C]30[/C][C]11.5[/C][C]11.383566236603[/C][C]-0.0513636225701333[/C][C]-0.0513636225701343[/C][C]0.068777713077686[/C][/ROW]
[ROW][C]31[/C][C]8.3[/C][C]10.8081162100342[/C][C]-0.0649548330703853[/C][C]-0.0649548330703854[/C][C]-0.999951709179622[/C][/ROW]
[ROW][C]32[/C][C]11.7[/C][C]10.9210120525271[/C][C]-0.0605302961965099[/C][C]-0.0605302961965092[/C][C]0.343186597038536[/C][/ROW]
[ROW][C]33[/C][C]9[/C][C]10.5498387760037[/C][C]-0.0679665523908993[/C][C]-0.0679665523908998[/C][C]-0.605158957863559[/C][/ROW]
[ROW][C]34[/C][C]9.7[/C][C]10.3595525578946[/C][C]-0.0707917885772315[/C][C]-0.0707917885772318[/C][C]-0.240227951968681[/C][/ROW]
[ROW][C]35[/C][C]10.8[/C][C]10.3878664277147[/C][C]-0.0685777781997987[/C][C]-0.0685777781997983[/C][C]0.195996783664159[/C][/ROW]
[ROW][C]36[/C][C]10.3[/C][C]10.3276362324759[/C][C]-0.068397017210696[/C][C]-0.0683970172106959[/C][C]0.016608504537232[/C][/ROW]
[ROW][C]37[/C][C]10.4[/C][C]10.177461496482[/C][C]-0.0668127326144034[/C][C]0.734940061489055[/C][C]-0.207431603521624[/C][/ROW]
[ROW][C]38[/C][C]12.7[/C][C]10.5857165675402[/C][C]-0.0553274429595619[/C][C]-0.0553274477636153[/C][C]0.889512502327472[/C][/ROW]
[ROW][C]39[/C][C]9.3[/C][C]10.3237581761177[/C][C]-0.0600568947456052[/C][C]-0.0600568947456062[/C][C]-0.394307684651384[/C][/ROW]
[ROW][C]40[/C][C]11.8[/C][C]10.5405854021926[/C][C]-0.0540299194534861[/C][C]-0.0540299194534851[/C][C]0.536542808961913[/C][/ROW]
[ROW][C]41[/C][C]5.9[/C][C]9.70918294655701[/C][C]-0.0701896974330613[/C][C]-0.0701896974330623[/C][C]-1.5253909391468[/C][/ROW]
[ROW][C]42[/C][C]11.4[/C][C]9.95016233817354[/C][C]-0.0639884846560414[/C][C]-0.0639884846560428[/C][C]0.616934646346087[/C][/ROW]
[ROW][C]43[/C][C]13[/C][C]10.4220156188852[/C][C]-0.0537152602133594[/C][C]-0.0537152602133597[/C][C]1.0715591066871[/C][/ROW]
[ROW][C]44[/C][C]10.8[/C][C]10.4496217740619[/C][C]-0.0522106266038345[/C][C]-0.0522106266038339[/C][C]0.163802722464192[/C][/ROW]
[ROW][C]45[/C][C]12.3[/C][C]10.7231049516507[/C][C]-0.0463786899943812[/C][C]-0.0463786899943817[/C][C]0.660055842172926[/C][/ROW]
[ROW][C]46[/C][C]11.3[/C][C]10.7877769623191[/C][C]-0.0444494355885233[/C][C]-0.0444494355885236[/C][C]0.226234215547024[/C][/ROW]
[ROW][C]47[/C][C]11.8[/C][C]10.9251954078128[/C][C]-0.0413772116656182[/C][C]-0.0413772116656177[/C][C]0.372170738033228[/C][/ROW]
[ROW][C]48[/C][C]7.9[/C][C]10.3995233966747[/C][C]-0.0493477339999669[/C][C]-0.0493477339999667[/C][C]-0.994915466293628[/C][/ROW]
[ROW][C]49[/C][C]12.7[/C][C]10.5999245645199[/C][C]-0.0528214319369412[/C][C]0.581035754420819[/C][C]0.613899440232166[/C][/ROW]
[ROW][C]50[/C][C]12.3[/C][C]10.8574720986289[/C][C]-0.0469760694040327[/C][C]-0.0469760739539476[/C][C]0.607686409937124[/C][/ROW]
[ROW][C]51[/C][C]11.6[/C][C]10.9525222756527[/C][C]-0.0444338588383335[/C][C]-0.0444338588383349[/C][C]0.281894616843893[/C][/ROW]
[ROW][C]52[/C][C]6.7[/C][C]10.2081436164825[/C][C]-0.0563943581495182[/C][C]-0.0563943581495178[/C][C]-1.40472287977756[/C][/ROW]
[ROW][C]53[/C][C]10.9[/C][C]10.2859162464417[/C][C]-0.0541967040642882[/C][C]-0.0541967040642894[/C][C]0.271716027663727[/C][/ROW]
[ROW][C]54[/C][C]12.1[/C][C]10.5501154345505[/C][C]-0.0491786012006545[/C][C]-0.0491786012006557[/C][C]0.649676406361393[/C][/ROW]
[ROW][C]55[/C][C]13.3[/C][C]10.9700046695774[/C][C]-0.0420411935240769[/C][C]-0.0420411935240773[/C][C]0.963125323865042[/C][/ROW]
[ROW][C]56[/C][C]10.1[/C][C]10.7991439523466[/C][C]-0.0439393935905298[/C][C]-0.043939393590529[/C][C]-0.265896087519778[/C][/ROW]
[ROW][C]57[/C][C]5.7[/C][C]9.93710155642432[/C][C]-0.0556452360535617[/C][C]-0.0556452360535624[/C][C]-1.69617697980802[/C][/ROW]
[ROW][C]58[/C][C]14.3[/C][C]10.6093858062267[/C][C]-0.0455069718064345[/C][C]-0.0455069718064346[/C][C]1.51496055644693[/C][/ROW]
[ROW][C]59[/C][C]8[/C][C]10.1553543235957[/C][C]-0.0510569935568935[/C][C]-0.0510569935568931[/C][C]-0.852996348436434[/C][/ROW]
[ROW][C]60[/C][C]13.3[/C][C]10.6296404849098[/C][C]-0.0440821633081377[/C][C]-0.0440821633081372[/C][C]1.10001604311305[/C][/ROW]
[ROW][C]61[/C][C]9.3[/C][C]10.3361608170418[/C][C]-0.0413771043606943[/C][C]0.455148153715661[/C][C]-0.602089184328088[/C][/ROW]
[ROW][C]62[/C][C]12.5[/C][C]10.6715777977117[/C][C]-0.0355640746543065[/C][C]-0.035564082207536[/C][C]0.758258497627537[/C][/ROW]
[ROW][C]63[/C][C]7.6[/C][C]10.1375673942443[/C][C]-0.04289053848098[/C][C]-0.0428905384809811[/C][C]-1.01375733898328[/C][/ROW]
[ROW][C]64[/C][C]15.9[/C][C]11.0586705156034[/C][C]-0.0293307664647903[/C][C]-0.0293307664647889[/C][C]1.97760351528575[/C][/ROW]
[ROW][C]65[/C][C]9.2[/C][C]10.7345262317258[/C][C]-0.0333154964049432[/C][C]-0.0333154964049446[/C][C]-0.609104569593613[/C][/ROW]
[ROW][C]66[/C][C]9.1[/C][C]10.4457703976714[/C][C]-0.0366453583465948[/C][C]-0.0366453583465961[/C][C]-0.530863390163362[/C][/ROW]
[ROW][C]67[/C][C]11.1[/C][C]10.5271296343219[/C][C]-0.0351567700452848[/C][C]-0.0351567700452854[/C][C]0.246443708430325[/C][/ROW]
[ROW][C]68[/C][C]13[/C][C]10.902951916594[/C][C]-0.0301248331525714[/C][C]-0.0301248331525707[/C][C]0.861834690799861[/C][/ROW]
[ROW][C]69[/C][C]14.5[/C][C]11.4619941921568[/C][C]-0.0231046174040131[/C][C]-0.0231046174040138[/C][C]1.2398048997014[/C][/ROW]
[ROW][C]70[/C][C]12.2[/C][C]11.5648840304761[/C][C]-0.0216401396623391[/C][C]-0.0216401396623393[/C][C]0.265921428868096[/C][/ROW]
[ROW][C]71[/C][C]12.3[/C][C]11.6680167534571[/C][C]-0.0202224815414419[/C][C]-0.0202224815414415[/C][C]0.264013638452503[/C][/ROW]
[ROW][C]72[/C][C]11.4[/C][C]11.6113879679504[/C][C]-0.0206275591070495[/C][C]-0.020627559107049[/C][C]-0.0772035065305005[/C][/ROW]
[ROW][C]73[/C][C]8.8[/C][C]11.1603940407599[/C][C]-0.0168021164257474[/C][C]0.184823289415725[/C][C]-1.02690799773377[/C][/ROW]
[ROW][C]74[/C][C]14.6[/C][C]11.7164896834227[/C][C]-0.00931708060437467[/C][C]-0.00931709214756132[/C][C]1.17452018944969[/C][/ROW]
[ROW][C]75[/C][C]12.6[/C][C]11.8548201961099[/C][C]-0.00747604720928051[/C][C]-0.00747604720928213[/C][C]0.30533033861218[/C][/ROW]
[ROW][C]76[/C][C]13[/C][C]12.0360068974398[/C][C]-0.00522096647325153[/C][C]-0.00522096647324973[/C][C]0.392913752195008[/C][/ROW]
[ROW][C]77[/C][C]12.6[/C][C]12.1237126951902[/C][C]-0.00415185866108696[/C][C]-0.00415185866108833[/C][C]0.19465849078267[/C][/ROW]
[ROW][C]78[/C][C]13.2[/C][C]12.2942550665163[/C][C]-0.00221023019857148[/C][C]-0.00221023019857301[/C][C]0.36770445760829[/C][/ROW]
[ROW][C]79[/C][C]9.9[/C][C]11.9085085593019[/C][C]-0.00634206552123137[/C][C]-0.00634206552123193[/C][C]-0.810527413706056[/C][/ROW]
[ROW][C]80[/C][C]7.7[/C][C]11.2308390807447[/C][C]-0.0133729216715548[/C][C]-0.0133729216715542[/C][C]-1.42349946488374[/C][/ROW]
[ROW][C]81[/C][C]10.5[/C][C]11.1051013698785[/C][C]-0.0145199783870116[/C][C]-0.0145199783870123[/C][C]-0.238939888476123[/C][/ROW]
[ROW][C]82[/C][C]13.4[/C][C]11.4606432446569[/C][C]-0.0108291877081391[/C][C]-0.0108291877081393[/C][C]0.78883110112901[/C][/ROW]
[ROW][C]83[/C][C]10.9[/C][C]11.3641473142404[/C][C]-0.0116656285082937[/C][C]-0.0116656285082933[/C][C]-0.182987945191762[/C][/ROW]
[ROW][C]84[/C][C]4.3[/C][C]10.2352149319097[/C][C]-0.0223644225563204[/C][C]-0.0223644225563202[/C][C]-2.39080216004282[/C][/ROW]
[ROW][C]85[/C][C]10.3[/C][C]10.1899975970351[/C][C]-0.022192345603603[/C][C]0.244115814441839[/C][C]-0.0540848887190783[/C][/ROW]
[ROW][C]86[/C][C]11.8[/C][C]10.4374219868197[/C][C]-0.0191375072061954[/C][C]-0.0191375213539567[/C][C]0.560223831391366[/C][/ROW]
[ROW][C]87[/C][C]11.2[/C][C]10.5479397252916[/C][C]-0.0177337408620804[/C][C]-0.0177337408620818[/C][C]0.271381808986265[/C][/ROW]
[ROW][C]88[/C][C]11.4[/C][C]10.673119475372[/C][C]-0.0162486153601819[/C][C]-0.0162486153601799[/C][C]0.300923987850045[/C][/ROW]
[ROW][C]89[/C][C]8.6[/C][C]10.3297379724897[/C][C]-0.019524736036282[/C][C]-0.0195247360362832[/C][C]-0.692213604845742[/C][/ROW]
[ROW][C]90[/C][C]13.2[/C][C]10.7748928893274[/C][C]-0.01502350267559[/C][C]-0.0150235026755921[/C][C]0.987268633567591[/C][/ROW]
[ROW][C]91[/C][C]12.6[/C][C]11.0552697748015[/C][C]-0.0122465647782575[/C][C]-0.012246564778258[/C][C]0.629745042241664[/C][/ROW]
[ROW][C]92[/C][C]5.6[/C][C]10.1804915470615[/C][C]-0.0201385776856778[/C][C]-0.0201385776856776[/C][C]-1.84401262732603[/C][/ROW]
[ROW][C]93[/C][C]9.9[/C][C]10.1222842645395[/C][C]-0.0204784953050008[/C][C]-0.0204784953050014[/C][C]-0.0815830600946763[/C][/ROW]
[ROW][C]94[/C][C]8.8[/C][C]9.89911826796667[/C][C]-0.0222487120706937[/C][C]-0.0222487120706939[/C][C]-0.435256510155765[/C][/ROW]
[ROW][C]95[/C][C]7.7[/C][C]9.53657750133308[/C][C]-0.0251616015652334[/C][C]-0.025161601565233[/C][C]-0.732028866077626[/C][/ROW]
[ROW][C]96[/C][C]9[/C][C]9.43472318251906[/C][C]-0.0258061679370309[/C][C]-0.0258061679370308[/C][C]-0.165227757313902[/C][/ROW]
[ROW][C]97[/C][C]7.3[/C][C]9.06248514169839[/C][C]-0.0235435607335568[/C][C]0.258979184734348[/C][C]-0.81492672245719[/C][/ROW]
[ROW][C]98[/C][C]11.4[/C][C]9.42402887936836[/C][C]-0.0196918672498554[/C][C]-0.019691885861827[/C][C]0.808323575911178[/C][/ROW]
[ROW][C]99[/C][C]13.6[/C][C]10.081182825355[/C][C]-0.013216519167686[/C][C]-0.013216519167687[/C][C]1.42976012166996[/C][/ROW]
[ROW][C]100[/C][C]7.9[/C][C]9.72360066453764[/C][C]-0.0163816861307964[/C][C]-0.0163816861307946[/C][C]-0.731202223383867[/C][/ROW]
[ROW][C]101[/C][C]10.7[/C][C]9.86788051972783[/C][C]-0.0149572239042947[/C][C]-0.0149572239042953[/C][C]0.342590768728137[/C][/ROW]
[ROW][C]102[/C][C]10.3[/C][C]9.92624622527181[/C][C]-0.0143278134250724[/C][C]-0.0143278134250747[/C][C]0.15690332395969[/C][/ROW]
[ROW][C]103[/C][C]8.3[/C][C]9.65906002144519[/C][C]-0.01643623361894[/C][C]-0.0164362336189403[/C][C]-0.542679739110685[/C][/ROW]
[ROW][C]104[/C][C]9.6[/C][C]9.63848818264768[/C][C]-0.0164698290078789[/C][C]-0.0164698290078786[/C][C]-0.00889761442329135[/C][/ROW]
[ROW][C]105[/C][C]14.2[/C][C]10.3462230934777[/C][C]-0.0107234754197763[/C][C]-0.0107234754197766[/C][C]1.56133898076822[/C][/ROW]
[ROW][C]106[/C][C]8.5[/C][C]10.0483261292442[/C][C]-0.0129542770414754[/C][C]-0.0129542770414757[/C][C]-0.620219298030157[/C][/ROW]
[ROW][C]107[/C][C]13.5[/C][C]10.5819100300547[/C][C]-0.00878946268807565[/C][C]-0.00878946268807539[/C][C]1.18215608850345[/C][/ROW]
[ROW][C]108[/C][C]4.9[/C][C]9.68395339607012[/C][C]-0.0154480148255088[/C][C]-0.0154480148255088[/C][C]-1.92574662403013[/C][/ROW]
[ROW][C]109[/C][C]6.4[/C][C]9.16821781039746[/C][C]-0.0125631376463206[/C][C]0.138194534846879[/C][C]-1.17136602724719[/C][/ROW]
[ROW][C]110[/C][C]9.6[/C][C]9.22891415807356[/C][C]-0.0119072693273378[/C][C]-0.0119072904387867[/C][C]0.155004317740433[/C][/ROW]
[ROW][C]111[/C][C]11.6[/C][C]9.59906455604866[/C][C]-0.00863316334849228[/C][C]-0.00863316334849294[/C][C]0.812884487947832[/C][/ROW]
[ROW][C]112[/C][C]11.1[/C][C]9.83163202682724[/C][C]-0.00664580115390795[/C][C]-0.00664580115390571[/C][C]0.515532294322475[/C][/ROW]
[ROW][C]113[/C][C]4.35[/C][C]8.95916205674214[/C][C]-0.0135326563544032[/C][C]-0.0135326563544039[/C][C]-1.85752198195346[/C][/ROW]
[ROW][C]114[/C][C]12.7[/C][C]9.54054148501991[/C][C]-0.0089477817355374[/C][C]-0.00894778173554047[/C][C]1.28027715557435[/C][/ROW]
[ROW][C]115[/C][C]18.1[/C][C]10.8826987052447[/C][C]0.00117441117708433[/C][C]0.00117441117708368[/C][C]2.91516029664247[/C][/ROW]
[ROW][C]116[/C][C]17.85[/C][C]11.9788410064433[/C][C]0.00917218776775441[/C][C]0.00917218776775527[/C][C]2.36763737836051[/C][/ROW]
[ROW][C]117[/C][C]16.6[/C][C]12.7104303623721[/C][C]0.0143299810785473[/C][C]0.0143299810785472[/C][C]1.56492927691548[/C][/ROW]
[ROW][C]118[/C][C]12.6[/C][C]12.7029605593344[/C][C]0.0141774960653206[/C][C]0.0141774960653202[/C][C]-0.0472967344054282[/C][/ROW]
[ROW][C]119[/C][C]17.1[/C][C]13.4010282314966[/C][C]0.0188735071560493[/C][C]0.0188735071560495[/C][C]1.48572604426301[/C][/ROW]
[ROW][C]120[/C][C]19.1[/C][C]14.3052220350818[/C][C]0.0248516930622396[/C][C]0.02485169306224[/C][C]1.92550531773142[/C][/ROW]
[ROW][C]121[/C][C]16.1[/C][C]14.6285383750684[/C][C]0.0233110138504685[/C][C]-0.256421137602001[/C][C]0.69623579907935[/C][/ROW]
[ROW][C]122[/C][C]13.35[/C][C]14.4405972862579[/C][C]0.0215993372447518[/C][C]0.0215993235791107[/C][C]-0.449840648821531[/C][/ROW]
[ROW][C]123[/C][C]18.4[/C][C]15.0836911077956[/C][C]0.0264225523255257[/C][C]0.0264225523255244[/C][C]1.33001577872895[/C][/ROW]
[ROW][C]124[/C][C]14.7[/C][C]15.041091351769[/C][C]0.0259072138691123[/C][C]0.0259072138691144[/C][C]-0.148311904636374[/C][/ROW]
[ROW][C]125[/C][C]10.6[/C][C]14.3587628570644[/C][C]0.0207993161487039[/C][C]0.0207993161487017[/C][C]-1.52692636221366[/C][/ROW]
[ROW][C]126[/C][C]12.6[/C][C]14.0964760805879[/C][C]0.0188199162458036[/C][C]0.0188199162458014[/C][C]-0.612015309318468[/C][/ROW]
[ROW][C]127[/C][C]16.2[/C][C]14.4394531617385[/C][C]0.0210246012280743[/C][C]0.0210246012280736[/C][C]0.702427746710252[/C][/ROW]
[ROW][C]128[/C][C]13.6[/C][C]14.322403841379[/C][C]0.0201084916466977[/C][C]0.0201084916466985[/C][C]-0.299776280849935[/C][/ROW]
[ROW][C]129[/C][C]18.9[/C][C]15.052174773054[/C][C]0.024713762331688[/C][C]0.0247137623316878[/C][C]1.54327992748421[/C][/ROW]
[ROW][C]130[/C][C]14.1[/C][C]14.9204301865478[/C][C]0.0237184538279894[/C][C]0.0237184538279891[/C][C]-0.340714651391904[/C][/ROW]
[ROW][C]131[/C][C]14.5[/C][C]14.8711418668143[/C][C]0.0232622663943446[/C][C]0.0232622663943449[/C][C]-0.159171632437508[/C][/ROW]
[ROW][C]132[/C][C]16.15[/C][C]15.0865241209629[/C][C]0.024443482114163[/C][C]0.0244434821141635[/C][C]0.419287948969221[/C][/ROW]
[ROW][C]133[/C][C]14.75[/C][C]15.0974731379358[/C][C]0.024506532037042[/C][C]-0.269571839082891[/C][C]-0.0313841706678809[/C][/ROW]
[ROW][C]134[/C][C]14.8[/C][C]15.0670051708396[/C][C]0.0240997293677597[/C][C]0.0240997163280785[/C][C]-0.117679659457301[/C][/ROW]
[ROW][C]135[/C][C]12.45[/C][C]14.6699581223589[/C][C]0.0211132740383789[/C][C]0.0211132740383776[/C][C]-0.905579987682152[/C][/ROW]
[ROW][C]136[/C][C]12.65[/C][C]14.3662973138614[/C][C]0.018896454650123[/C][C]0.0188964546501249[/C][C]-0.700924850194634[/C][/ROW]
[ROW][C]137[/C][C]17.35[/C][C]14.8478740521958[/C][C]0.0219486610968161[/C][C]0.0219486610968141[/C][C]1.0015779954863[/C][/ROW]
[ROW][C]138[/C][C]8.6[/C][C]13.8838891936424[/C][C]0.0156397715918555[/C][C]0.0156397715918542[/C][C]-2.13963056096952[/C][/ROW]
[ROW][C]139[/C][C]18.4[/C][C]14.6009830321806[/C][C]0.0200079527863677[/C][C]0.0200079527863669[/C][C]1.52544203156551[/C][/ROW]
[ROW][C]140[/C][C]16.1[/C][C]14.848826243389[/C][C]0.0213927477627732[/C][C]0.021392747762774[/C][C]0.49633555365651[/C][/ROW]
[ROW][C]141[/C][C]11.6[/C][C]14.3568909882654[/C][C]0.0183396324480925[/C][C]0.0183396324480922[/C][C]-1.11992136877094[/C][/ROW]
[ROW][C]142[/C][C]17.75[/C][C]14.8980767791226[/C][C]0.0213895747794483[/C][C]0.0213895747794481[/C][C]1.14210657643104[/C][/ROW]
[ROW][C]143[/C][C]15.25[/C][C]14.9675769077283[/C][C]0.0216653725167179[/C][C]0.0216653725167181[/C][C]0.105204117853533[/C][/ROW]
[ROW][C]144[/C][C]17.65[/C][C]15.3996139208642[/C][C]0.0239812374528254[/C][C]0.023981237452826[/C][C]0.898179323732779[/C][/ROW]
[ROW][C]145[/C][C]16.35[/C][C]15.5984645498377[/C][C]0.0232349966911823[/C][C]-0.255584951407175[/C][C]0.405680446973679[/C][/ROW]
[ROW][C]146[/C][C]17.65[/C][C]15.9385705682333[/C][C]0.0253926695800821[/C][C]0.0253926557330597[/C][C]0.681289179277846[/C][/ROW]
[ROW][C]147[/C][C]13.6[/C][C]15.5877641247337[/C][C]0.0229367904623923[/C][C]0.0229367904623909[/C][C]-0.812171697345597[/C][/ROW]
[ROW][C]148[/C][C]14.35[/C][C]15.4092092012848[/C][C]0.021670129980877[/C][C]0.0216701299808786[/C][C]-0.436459076776288[/C][/ROW]
[ROW][C]149[/C][C]14.75[/C][C]15.3208765091153[/C][C]0.0210015114780631[/C][C]0.0210015114780607[/C][C]-0.238939664549689[/C][/ROW]
[ROW][C]150[/C][C]18.25[/C][C]15.7929975025533[/C][C]0.0236623926899041[/C][C]0.0236623926899026[/C][C]0.982126773798562[/C][/ROW]
[ROW][C]151[/C][C]9.9[/C][C]14.8900702453646[/C][C]0.0183412694725855[/C][C]0.0183412694725848[/C][C]-2.02110416664299[/C][/ROW]
[ROW][C]152[/C][C]16[/C][C]15.0755783945325[/C][C]0.0192786450759225[/C][C]0.0192786450759233[/C][C]0.365209583208937[/C][/ROW]
[ROW][C]153[/C][C]18.25[/C][C]15.5827002677048[/C][C]0.0219566424053527[/C][C]0.0219566424053523[/C][C]1.06721845168212[/C][/ROW]
[ROW][C]154[/C][C]16.85[/C][C]15.7947825261212[/C][C]0.0229806918061327[/C][C]0.0229806918061325[/C][C]0.416394695646394[/C][/ROW]
[ROW][C]155[/C][C]14.6[/C][C]15.6251083707764[/C][C]0.0219605231914948[/C][C]0.021960523191495[/C][C]-0.422340175193949[/C][/ROW]
[ROW][C]156[/C][C]13.85[/C][C]15.3648321985864[/C][C]0.0204886572074864[/C][C]0.020488657207487[/C][C]-0.619231622778688[/C][/ROW]
[ROW][C]157[/C][C]18.95[/C][C]15.9434145407766[/C][C]0.0182969537337891[/C][C]-0.201266479304911[/C][C]1.29200313534436[/C][/ROW]
[ROW][C]158[/C][C]15.6[/C][C]15.9018585357941[/C][C]0.0179195171734643[/C][C]0.0179195057200568[/C][C]-0.129167908980781[/C][/ROW]
[ROW][C]159[/C][C]14.85[/C][C]15.7490464415512[/C][C]0.0168869529253703[/C][C]0.0168869529253688[/C][C]-0.369844970085946[/C][/ROW]
[ROW][C]160[/C][C]11.75[/C][C]15.1346868205883[/C][C]0.013209256436064[/C][C]0.0132092564360648[/C][C]-1.37164957919392[/C][/ROW]
[ROW][C]161[/C][C]18.45[/C][C]15.6615138500201[/C][C]0.0161035900614298[/C][C]0.0161035900614274[/C][C]1.11888448593279[/C][/ROW]
[ROW][C]162[/C][C]15.9[/C][C]15.709770145125[/C][C]0.0162794816931411[/C][C]0.0162794816931399[/C][C]0.070189774975238[/C][/ROW]
[ROW][C]163[/C][C]17.1[/C][C]15.9373345702468[/C][C]0.0174052191721048[/C][C]0.0174052191721041[/C][C]0.462043675930499[/C][/ROW]
[ROW][C]164[/C][C]16.1[/C][C]15.9746106100846[/C][C]0.0175086356524342[/C][C]0.0175086356524351[/C][C]0.0435175584734263[/C][/ROW]
[ROW][C]165[/C][C]19.9[/C][C]16.5960748519939[/C][C]0.0205868719351707[/C][C]0.0205868719351704[/C][C]1.32430212999338[/C][/ROW]
[ROW][C]166[/C][C]10.95[/C][C]15.7345840021761[/C][C]0.0161741218179313[/C][C]0.0161741218179312[/C][C]-1.9361531610886[/C][/ROW]
[ROW][C]167[/C][C]18.45[/C][C]16.1665621487278[/C][C]0.0182198907421395[/C][C]0.0182198907421398[/C][C]0.913491496321465[/C][/ROW]
[ROW][C]168[/C][C]15.1[/C][C]16.0139628807008[/C][C]0.0173919115859713[/C][C]0.017391911585972[/C][C]-0.375560063437573[/C][/ROW]
[ROW][C]169[/C][C]15[/C][C]15.9074210193296[/C][C]0.0178426704684419[/C][C]-0.196269362929418[/C][C]-0.286395218546061[/C][/ROW]
[ROW][C]170[/C][C]11.35[/C][C]15.203919706537[/C][C]0.013606878217454[/C][C]0.0136068697858359[/C][C]-1.56172151957292[/C][/ROW]
[ROW][C]171[/C][C]15.95[/C][C]15.3300670259654[/C][C]0.0142408683900022[/C][C]0.0142408683900008[/C][C]0.244502768669195[/C][/ROW]
[ROW][C]172[/C][C]18.1[/C][C]15.7723790763331[/C][C]0.0165646838679099[/C][C]0.0165646838679113[/C][C]0.932672583411881[/C][/ROW]
[ROW][C]173[/C][C]14.6[/C][C]15.601107106874[/C][C]0.0155780953891968[/C][C]0.0155780953891944[/C][C]-0.410215503974379[/C][/ROW]
[ROW][C]174[/C][C]15.4[/C][C]15.5805587695777[/C][C]0.0153938324455101[/C][C]0.0153938324455088[/C][C]-0.0790495682097802[/C][/ROW]
[ROW][C]175[/C][C]15.4[/C][C]15.5631277648342[/C][C]0.0152307174403704[/C][C]0.0152307174403697[/C][C]-0.0719412596031649[/C][/ROW]
[ROW][C]176[/C][C]17.6[/C][C]15.8895982007906[/C][C]0.01674193970613[/C][C]0.0167419397061311[/C][C]0.683056638528264[/C][/ROW]
[ROW][C]177[/C][C]13.35[/C][C]15.5076079605961[/C][C]0.0148453508421762[/C][C]0.014845350842176[/C][C]-0.87606380319258[/C][/ROW]
[ROW][C]178[/C][C]19.1[/C][C]16.0740594732935[/C][C]0.0174214408189906[/C][C]0.0174214408189906[/C][C]1.21310888799458[/C][/ROW]
[ROW][C]179[/C][C]15.35[/C][C]15.9740682862249[/C][C]0.0168819980035685[/C][C]0.0168819980035688[/C][C]-0.25842755172526[/C][/ROW]
[ROW][C]180[/C][C]7.6[/C][C]14.6909623009356[/C][C]0.0109960428834884[/C][C]0.0109960428834886[/C][C]-2.86328627169236[/C][/ROW]
[ROW][C]181[/C][C]13.4[/C][C]14.5274355874641[/C][C]0.0115871441093483[/C][C]-0.127458575399453[/C][C]-0.402674375276399[/C][/ROW]
[ROW][C]182[/C][C]13.9[/C][C]14.437101457499[/C][C]0.0110271896168316[/C][C]0.0110271803510938[/C][C]-0.221276482757137[/C][/ROW]
[ROW][C]183[/C][C]19.1[/C][C]15.1730005576523[/C][C]0.0148488326281156[/C][C]0.0148488326281145[/C][C]1.57884670953949[/C][/ROW]
[ROW][C]184[/C][C]15.25[/C][C]15.1952198580057[/C][C]0.014886288161899[/C][C]0.0148862881619004[/C][C]0.0160962761915709[/C][/ROW]
[ROW][C]185[/C][C]12.9[/C][C]14.8485480284271[/C][C]0.0131080504172708[/C][C]0.0131080504172684[/C][C]-0.791326841265954[/C][/ROW]
[ROW][C]186[/C][C]16.1[/C][C]15.0518795183612[/C][C]0.0140168195007517[/C][C]0.0140168195007502[/C][C]0.417085969104766[/C][/ROW]
[ROW][C]187[/C][C]17.35[/C][C]15.4178572843326[/C][C]0.0156554555555124[/C][C]0.0156554555555116[/C][C]0.772872571389523[/C][/ROW]
[ROW][C]188[/C][C]13.15[/C][C]15.077449091622[/C][C]0.0140352240172521[/C][C]0.0140352240172532[/C][C]-0.782863428692427[/C][/ROW]
[ROW][C]189[/C][C]12.15[/C][C]14.6342120900765[/C][C]0.0119962981561742[/C][C]0.0119962981561739[/C][C]-1.00644727268204[/C][/ROW]
[ROW][C]190[/C][C]12.6[/C][C]14.3280242796737[/C][C]0.0106029399654467[/C][C]0.0106029399654466[/C][C]-0.700940589352134[/C][/ROW]
[ROW][C]191[/C][C]10.35[/C][C]13.7207978308757[/C][C]0.00794057102593082[/C][C]0.00794057102593116[/C][C]-1.36206920524101[/C][/ROW]
[ROW][C]192[/C][C]15.4[/C][C]13.9855499083125[/C][C]0.00903145072923162[/C][C]0.00903145072923184[/C][C]0.566532181071025[/C][/ROW]
[ROW][C]193[/C][C]9.6[/C][C]13.3589412827617[/C][C]0.0110458022388149[/C][C]-0.121503811667746[/C][C]-1.46461994704252[/C][/ROW]
[ROW][C]194[/C][C]18.2[/C][C]14.1232399519266[/C][C]0.0149338231966843[/C][C]0.0149338062518371[/C][C]1.63934870929607[/C][/ROW]
[ROW][C]195[/C][C]13.6[/C][C]14.0519554083629[/C][C]0.0145066603927845[/C][C]0.0145066603927838[/C][C]-0.18821172281649[/C][/ROW]
[ROW][C]196[/C][C]14.85[/C][C]14.1860687750942[/C][C]0.0150779905458955[/C][C]0.0150779905458972[/C][C]0.261745321366764[/C][/ROW]
[ROW][C]197[/C][C]14.75[/C][C]14.2840105887153[/C][C]0.0154611623954235[/C][C]0.0154611623954218[/C][C]0.181707945545895[/C][/ROW]
[ROW][C]198[/C][C]14.1[/C][C]14.266156457044[/C][C]0.0153114849821181[/C][C]0.0153114849821161[/C][C]-0.0731787708643523[/C][/ROW]
[ROW][C]199[/C][C]14.9[/C][C]14.3748499657232[/C][C]0.0157204444239079[/C][C]0.015720444423907[/C][C]0.205406341150968[/C][/ROW]
[ROW][C]200[/C][C]16.25[/C][C]14.6756833661527[/C][C]0.0169411209601993[/C][C]0.0169411209602005[/C][C]0.627879880063462[/C][/ROW]
[ROW][C]201[/C][C]19.25[/C][C]15.3941339184313[/C][C]0.0198848573548916[/C][C]0.0198848573548916[/C][C]1.54639568591776[/C][/ROW]
[ROW][C]202[/C][C]13.6[/C][C]15.1308894133385[/C][C]0.0187177472530445[/C][C]0.0187177472530442[/C][C]-0.624644259947788[/C][/ROW]
[ROW][C]203[/C][C]13.6[/C][C]14.9076342969524[/C][C]0.0177359721846065[/C][C]0.0177359721846068[/C][C]-0.534220221165595[/C][/ROW]
[ROW][C]204[/C][C]15.65[/C][C]15.0343757197262[/C][C]0.0181720444469012[/C][C]0.0181720444469013[/C][C]0.240803258659603[/C][/ROW]
[ROW][C]205[/C][C]12.75[/C][C]14.7409885247911[/C][C]0.0190996873654463[/C][C]-0.210096543159057[/C][C]-0.717028668657401[/C][/ROW]
[ROW][C]206[/C][C]14.6[/C][C]14.7321338828823[/C][C]0.0189636278309936[/C][C]0.0189636101184567[/C][C]-0.0609700621479883[/C][/ROW]
[ROW][C]207[/C][C]9.85[/C][C]13.9855231377655[/C][C]0.0153862397354915[/C][C]0.0153862397354908[/C][C]-1.67452087712795[/C][/ROW]
[ROW][C]208[/C][C]12.65[/C][C]13.7887595410571[/C][C]0.0144302500321169[/C][C]0.0144302500321184[/C][C]-0.465110798715449[/C][/ROW]
[ROW][C]209[/C][C]19.2[/C][C]14.6374789344592[/C][C]0.0180703922844151[/C][C]0.018070392284414[/C][C]1.83257418301813[/C][/ROW]
[ROW][C]210[/C][C]16.6[/C][C]14.9537160854896[/C][C]0.0193346604355819[/C][C]0.0193346604355795[/C][C]0.655981673329914[/C][/ROW]
[ROW][C]211[/C][C]11.2[/C][C]14.3867639915401[/C][C]0.0169109075398298[/C][C]0.016910907539829[/C][C]-1.29155868261997[/C][/ROW]
[ROW][C]212[/C][C]15.25[/C][C]14.5317707377686[/C][C]0.0174287211522154[/C][C]0.0174287211522167[/C][C]0.282498818930816[/C][/ROW]
[ROW][C]213[/C][C]11.9[/C][C]14.1377071850289[/C][C]0.0157980183292641[/C][C]0.0157980183292643[/C][C]-0.90833114475124[/C][/ROW]
[ROW][C]214[/C][C]13.2[/C][C]14.0040360275924[/C][C]0.0152160242086578[/C][C]0.0152160242086574[/C][C]-0.330196364800168[/C][/ROW]
[ROW][C]215[/C][C]16.35[/C][C]14.3760994060253[/C][C]0.0165839404004874[/C][C]0.0165839404004876[/C][C]0.78884126858937[/C][/ROW]
[ROW][C]216[/C][C]12.4[/C][C]14.0831924214444[/C][C]0.0154139540907781[/C][C]0.0154139540907781[/C][C]-0.684540144831081[/C][/ROW]
[ROW][C]217[/C][C]15.85[/C][C]14.3835600622416[/C][C]0.0146138969287649[/C][C]-0.16075284913752[/C][C]0.655104976645766[/C][/ROW]
[ROW][C]218[/C][C]18.15[/C][C]14.9801894514178[/C][C]0.0172938178757202[/C][C]0.0172937977014527[/C][C]1.2718510968817[/C][/ROW]
[ROW][C]219[/C][C]11.15[/C][C]14.3970670734765[/C][C]0.0146390807557415[/C][C]0.0146390807557407[/C][C]-1.3155832400518[/C][/ROW]
[ROW][C]220[/C][C]15.65[/C][C]14.6014295567128[/C][C]0.0154481871956294[/C][C]0.0154481871956309[/C][C]0.416618933014084[/C][/ROW]
[ROW][C]221[/C][C]17.75[/C][C]15.0994701451288[/C][C]0.0174413401755019[/C][C]0.017441340175501[/C][C]1.0616510056774[/C][/ROW]
[ROW][C]222[/C][C]7.65[/C][C]13.959960207699[/C][C]0.0127968547405175[/C][C]0.0127968547405162[/C][C]-2.54896613035178[/C][/ROW]
[ROW][C]223[/C][C]12.35[/C][C]13.7202135672754[/C][C]0.0118082083901436[/C][C]0.0118082083901429[/C][C]-0.55708769585908[/C][/ROW]
[ROW][C]224[/C][C]15.6[/C][C]14.0183606131027[/C][C]0.0129045068784516[/C][C]0.012904506878453[/C][C]0.632291500186677[/C][/ROW]
[ROW][C]225[/C][C]19.3[/C][C]14.8414064889365[/C][C]0.0159458624000048[/C][C]0.0159458624000052[/C][C]1.79050400189528[/C][/ROW]
[ROW][C]226[/C][C]15.2[/C][C]14.9076771246497[/C][C]0.016131525083851[/C][C]0.0161315250838507[/C][C]0.111304950766814[/C][/ROW]
[ROW][C]227[/C][C]17.1[/C][C]15.2563543006023[/C][C]0.017339578527312[/C][C]0.0173395785273121[/C][C]0.735958571647474[/C][/ROW]
[ROW][C]228[/C][C]15.6[/C][C]15.3212371132325[/C][C]0.0175099358811026[/C][C]0.0175099358811027[/C][C]0.105273732054785[/C][/ROW]
[ROW][C]229[/C][C]18.4[/C][C]15.8219085868756[/C][C]0.0162265433534038[/C][C]-0.178491959238012[/C][C]1.10973385885001[/C][/ROW]
[ROW][C]230[/C][C]19.05[/C][C]16.3350351948632[/C][C]0.0183973972664986[/C][C]0.0183973769686611[/C][C]1.08772258144678[/C][/ROW]
[ROW][C]231[/C][C]18.55[/C][C]16.6913433660113[/C][C]0.0198152127404492[/C][C]0.019815212740448[/C][C]0.741569256640863[/C][/ROW]
[ROW][C]232[/C][C]19.1[/C][C]17.0779856216625[/C][C]0.0213000193576002[/C][C]0.0213000193576018[/C][C]0.806698348678615[/C][/ROW]
[ROW][C]233[/C][C]13.1[/C][C]16.4776908122294[/C][C]0.0188629552965149[/C][C]0.018862955296513[/C][C]-1.36929681307161[/C][/ROW]
[ROW][C]234[/C][C]12.85[/C][C]15.930595195694[/C][C]0.0167057959606938[/C][C]0.0167057959606934[/C][C]-1.24849576919325[/C][/ROW]
[ROW][C]235[/C][C]9.5[/C][C]14.9502889531247[/C][C]0.0129993666853746[/C][C]0.0129993666853741[/C][C]-2.20197129373656[/C][/ROW]
[ROW][C]236[/C][C]4.5[/C][C]13.3488566083176[/C][C]0.00712861167969124[/C][C]0.00712861167969198[/C][C]-3.56907636423709[/C][/ROW]
[ROW][C]237[/C][C]11.85[/C][C]13.1229831417467[/C][C]0.0062976773783798[/C][C]0.00629767737837999[/C][C]-0.515528210513877[/C][/ROW]
[ROW][C]238[/C][C]13.6[/C][C]13.2007514236528[/C][C]0.0065481989372756[/C][C]0.00654819893727533[/C][C]0.158241543391504[/C][/ROW]
[ROW][C]239[/C][C]11.7[/C][C]12.974454970895[/C][C]0.00574439551454275[/C][C]0.00574439551454278[/C][C]-0.515838324089712[/C][/ROW]
[ROW][C]240[/C][C]12.4[/C][C]12.8901162186634[/C][C]0.00543760793157908[/C][C]0.00543760793157918[/C][C]-0.199667359790885[/C][/ROW]
[ROW][C]241[/C][C]13.35[/C][C]12.9719842101725[/C][C]0.00524498017814412[/C][C]-0.0576947586954426[/C][C]0.175397755598298[/C][/ROW]
[ROW][C]242[/C][C]11.4[/C][C]12.7315098265943[/C][C]0.0042237701707449[/C][C]0.00422374821880133[/C][C]-0.538718542219401[/C][/ROW]
[ROW][C]243[/C][C]14.9[/C][C]13.0704027206526[/C][C]0.00555979538721449[/C][C]0.00555979538721348[/C][C]0.735498398880525[/C][/ROW]
[ROW][C]244[/C][C]19.9[/C][C]14.1305054508313[/C][C]0.00962162874264279[/C][C]0.00962162874264547[/C][C]2.32211569305697[/C][/ROW]
[ROW][C]245[/C][C]11.2[/C][C]13.6845904775896[/C][C]0.00792181862549107[/C][C]0.0079218186254893[/C][C]-1.00471955549857[/C][/ROW]
[ROW][C]246[/C][C]14.6[/C][C]13.831265586514[/C][C]0.00842523438989029[/C][C]0.00842523438988934[/C][C]0.306439888821952[/C][/ROW]
[ROW][C]247[/C][C]17.6[/C][C]14.4178149021823[/C][C]0.010471351785183[/C][C]0.0104713517851827[/C][C]1.27821933018317[/C][/ROW]
[ROW][C]248[/C][C]14.05[/C][C]14.3684334669267[/C][C]0.0102641083357544[/C][C]0.010264108335755[/C][C]-0.13245592513729[/C][/ROW]
[ROW][C]249[/C][C]16.1[/C][C]14.641941365281[/C][C]0.0111581439823096[/C][C]0.0111581439823097[/C][C]0.583019244390746[/C][/ROW]
[ROW][C]250[/C][C]13.35[/C][C]14.4510209364807[/C][C]0.0104834684054311[/C][C]0.0104834684054308[/C][C]-0.447846868851156[/C][/ROW]
[ROW][C]251[/C][C]11.85[/C][C]14.0585539664712[/C][C]0.0091583364167248[/C][C]0.009158336416725[/C][C]-0.893514558305743[/C][/ROW]
[ROW][C]252[/C][C]11.95[/C][C]13.7409919813416[/C][C]0.00809820255611866[/C][C]0.0080982025561186[/C][C]-0.724820880201964[/C][/ROW]
[ROW][C]253[/C][C]14.75[/C][C]13.911218359351[/C][C]0.00770948345132062[/C][C]-0.0848042980149573[/C][C]0.371777932848623[/C][/ROW]
[ROW][C]254[/C][C]15.15[/C][C]14.1086449947291[/C][C]0.00846132783220987[/C][C]0.00846130686772303[/C][C]0.416523127781394[/C][/ROW]
[ROW][C]255[/C][C]13.2[/C][C]13.9738688158641[/C][C]0.00791599403905199[/C][C]0.00791599403905071[/C][C]-0.315196501354239[/C][/ROW]
[ROW][C]256[/C][C]16.85[/C][C]14.423682493186[/C][C]0.00953947752568273[/C][C]0.00953947752568585[/C][C]0.974221713312211[/C][/ROW]
[ROW][C]257[/C][C]7.85[/C][C]13.4161060683639[/C][C]0.00591889969607718[/C][C]0.00591889969607463[/C][C]-2.24581458750198[/C][/ROW]
[ROW][C]258[/C][C]7.7[/C][C]12.5393518450491[/C][C]0.00286344528410013[/C][C]0.00286344528409987[/C][C]-1.95143960468023[/C][/ROW]
[ROW][C]259[/C][C]12.6[/C][C]12.5506705061782[/C][C]0.00289200070399408[/C][C]0.00289200070399373[/C][C]0.0187127811113906[/C][/ROW]
[ROW][C]260[/C][C]7.85[/C][C]11.8295767627996[/C][C]0.000499552283253974[/C][C]0.000499552283254229[/C][C]-1.60371179379722[/C][/ROW]
[ROW][C]261[/C][C]10.95[/C][C]11.6947098285155[/C][C]6.07332278947376e-05[/C][C]6.0733227894939e-05[/C][C]-0.300073975079475[/C][/ROW]
[ROW][C]262[/C][C]12.35[/C][C]11.7954293850691[/C][C]0.00038155611832882[/C][C]0.000381556118328557[/C][C]0.223274557199815[/C][/ROW]
[ROW][C]263[/C][C]9.95[/C][C]11.5123012229927[/C][C]-0.000508618121975048[/C][C]-0.00050861812197497[/C][C]-0.62919297154004[/C][/ROW]
[ROW][C]264[/C][C]14.9[/C][C]12.0319679275641[/C][C]0.0011031192802313[/C][C]0.00110311928023138[/C][C]1.15494085260005[/C][/ROW]
[ROW][C]265[/C][C]16.65[/C][C]12.7221185166896[/C][C]-0.000472247493910999[/C][C]0.0051947419523649[/C][C]1.57896339383085[/C][/ROW]
[ROW][C]266[/C][C]13.4[/C][C]12.8267959576996[/C][C]-7.4036830644261e-05[/C][C]-7.40569134011408e-05[/C][C]0.231150905733903[/C][/ROW]
[ROW][C]267[/C][C]13.95[/C][C]13.0003839800904[/C][C]0.000557865126582617[/C][C]0.000557865126581012[/C][C]0.382593913870462[/C][/ROW]
[ROW][C]268[/C][C]15.7[/C][C]13.4174349078371[/C][C]0.00202047746713726[/C][C]0.00202047746714075[/C][C]0.919208881007607[/C][/ROW]
[ROW][C]269[/C][C]16.85[/C][C]13.9479174358949[/C][C]0.0038188227927659[/C][C]0.00381882279276321[/C][C]1.1680360533749[/C][/ROW]
[ROW][C]270[/C][C]10.95[/C][C]13.4889793320741[/C][C]0.00228725123638596[/C][C]0.00228725123638653[/C][C]-1.02404997035999[/C][/ROW]
[ROW][C]271[/C][C]15.35[/C][C]13.7768370278622[/C][C]0.00320948732912301[/C][C]0.00320948732912279[/C][C]0.632584087582155[/C][/ROW]
[ROW][C]272[/C][C]12.2[/C][C]13.5366858006185[/C][C]0.00244038448452049[/C][C]0.00244038448452054[/C][C]-0.53953548522106[/C][/ROW]
[ROW][C]273[/C][C]15.1[/C][C]13.7785182081558[/C][C]0.0031826537872855[/C][C]0.00318265378728554[/C][C]0.531110396354685[/C][/ROW]
[ROW][C]274[/C][C]17.75[/C][C]14.3904571224105[/C][C]0.00503870639479078[/C][C]0.00503870639479079[/C][C]1.35137485567415[/C][/ROW]
[ROW][C]275[/C][C]15.2[/C][C]14.5181802639898[/C][C]0.00540724705273164[/C][C]0.00540724705273196[/C][C]0.272482963185942[/C][/ROW]
[ROW][C]276[/C][C]14.6[/C][C]14.5344796292495[/C][C]0.00543953949891867[/C][C]0.00543953949891887[/C][C]0.0242017551461367[/C][/ROW]
[ROW][C]277[/C][C]16.65[/C][C]14.8631336143658[/C][C]0.00473335942116416[/C][C]-0.0520669369244879[/C][C]0.740181315244263[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=268878&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=268878&T=1

As an alternative you can also use a QR Code:  
QR Code


The GUIDs for individual cells are displayed in the table below:

Structural Time Series Model
tObservedLevelSlopeSeasonalStand. Residuals
112.912.9000
212.212.7759779143197-0.029354614652143-0.0293546142666199-0.229206421425206
312.812.7643974243328-0.0261226171023432-0.02612261710234320.0264788964887916
47.411.4955055142011-0.21045489810217-0.21045489810217-1.68332233489548
56.710.2317890278301-0.342596161061784-0.342596161061784-1.38402216230307
612.610.6237659360937-0.262691388270584-0.2626913882705850.968825569652867
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21715.8514.38356006224160.0146138969287649-0.160752849137520.655104976645766
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22415.614.01836061310270.01290450687845160.0129045068784530.632291500186677
22519.314.84140648893650.01594586240000480.01594586240000521.79050400189528
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22717.115.25635430060230.0173395785273120.01733957852731210.735958571647474
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23118.5516.69134336601130.01981521274044920.0198152127404480.741569256640863
23219.117.07798562166250.02130001935760020.02130001935760180.806698348678615
23313.116.47769081222940.01886295529651490.018862955296513-1.36929681307161
23412.8515.9305951956940.01670579596069380.0167057959606934-1.24849576919325
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26516.6512.7221185166896-0.0004722474939109990.00519474195236491.57896339383085
26613.412.8267959576996-7.4036830644261e-05-7.40569134011408e-050.231150905733903
26713.9513.00038398009040.0005578651265826170.0005578651265810120.382593913870462
26815.713.41743490783710.002020477467137260.002020477467140750.919208881007607
26916.8513.94791743589490.00381882279276590.003818822792763211.1680360533749
27010.9513.48897933207410.002287251236385960.00228725123638653-1.02404997035999
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27212.213.53668580061850.002440384484520490.00244038448452054-0.53953548522106
27315.113.77851820815580.00318265378728550.003182653787285540.531110396354685
27417.7514.39045712241050.005038706394790780.005038706394790791.35137485567415
27515.214.51818026398980.005407247052731640.005407247052731960.272482963185942
27614.614.53447962924950.005439539498918670.005439539498918870.0242017551461367
27716.6514.86313361436580.00473335942116416-0.05206693692448790.740181315244263


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 12 ;
Parameters (R input):
par1 = 12 ;
R code (references can be found in the software module):
par1 <- as.numeric(par1)
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')