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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 computationFri, 25 Nov 2011 09:53:43 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Nov/25/t13222328615r1tsb7yefe3rnu.htm/, Retrieved Mon, 24 Jun 2024 14:15:17 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=147328, Retrieved Mon, 24 Jun 2024 14:15:17 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact148
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Classical Decomposition] [Nyrstar ] [2011-11-25 09:39:56] [25b6caf3839c2bdc14961e5bff2d6373]
- RMPD  [Decomposition by Loess] [loess] [2011-11-25 14:47:30] [25b6caf3839c2bdc14961e5bff2d6373]
- RMPD      [Structural Time Series Models] [Structural time s...] [2011-11-25 14:53:43] [2adf2d2c11e011c12275478b9efd18e5] [Current]
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Dataseries X:
9.82
9.94
9.9
9.8
9.86
10.5
10.33
10.16
9.91
9.96
10.03
9.55
9.51
9.8
10.08
10.2
10.23
10.2
10.07
10.01
10.05
9.92
10.03
10.18
10.1
10.16
10.15
10.13
10.09
10.18
10.06
9.65
9.74
9.53
9.5
9
9.15
9.32
9.62
9.59
9.37
9.35
9.32
9.49
9.52
9.59
9.35
9.2
9.57
9.78
9.79
9.57
9.53
9.65
9.36
9.4
9.32
9.31
9.19
9.39
9.28
9.28
9.31
9.28
9.31
9.35
9.19
9.07
8.96
8.69
8.58
8.56
8.47
8.46
8.75
8.95
9.33
9.51
9.561
9.94
9.9
9.275
9.56
9.779
9.746
9.991
9.98
10.195
10.31
10.25
9.871
10.06
9.894
9.59
9.64
9.89
9.53
9.388
9.16
9.418
9.57
9.857
9.877
9.76
9.76
9.695
9.475
9.262
9.097
8.55
8.16
7.532
7.325
6.749
7.13
6.995
7.346
7.73
7.837
7.514
7.58
6.83
6.617
6.715
6.63
6.891
7.002
7.09
7.36
7.477
7.826
7.79
7.578
7.204
7.198
7.685
7.795
7.46
7.274
7.33
7.655
7.767
7.84
7.424
7.54
7.351
6.735
6.777
6.679
7.34
6.978
6.92
6.628
6.385
5.984
6.268
6.596
6.395
6.715
6.804
6.929
6.846
6.992
6.774
6.75
6.485
6.27
6.47
6.78
6.71
6.141
6.72
6.68
6.371
6.097
6.27
6.447
6.37
6.446
6.54
6.374
6.33
6.63




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time3 seconds
R Server'Gertrude Mary Cox' @ cox.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 & 3 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147328&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]3 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147328&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147328&T=0

As an alternative you can also use a 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 time3 seconds
R Server'Gertrude Mary Cox' @ cox.wessa.net







Structural Time Series Model
tObservedLevelSlopeSeasonalStand. Residuals
19.829.82000
29.949.92200000140750.0179999985924980.0179999985924980.155525554113348
39.99.88341463541160.01658536458840480.0165853645884048-0.234793683513016
49.89.786190477218890.01380952278111540.0138095227811154-0.472097474548688
59.869.845116280152390.01488371984760420.01488371984760420.187095449785367
610.510.3698305153753-0.03254237115617350.1301694846246942.44758598860638
710.3310.3609473674021-0.0309473674021376-0.03094736740213760.0815677804398995
810.1610.1923958322778-0.0323958322778394-0.0323958322778393-0.566925197701777
99.919.94463917414078-0.0346391741407823-0.0346391741407823-0.887232244662372
109.969.9937755091261-0.0337755091260943-0.03377550912609430.345115611232864
1110.039.90403509117537-0.03149122720615780.125964908824631-0.247386243444607
129.559.59313333243392-0.0431333324339196-0.0431333324339196-1.03991703893067
139.519.55311258188843-0.0431125818884294-0.04311258188842940.0127992342812889
149.89.84092105178952-0.0409210517895229-0.04092105178952291.36074915963071
1510.0810.1188235286181-0.0388235286180921-0.03882352861809211.31097570663709
1610.210.0480473400904-0.0379881649774020.151952659909608-0.13763377187243
1710.2310.2604390239258-0.0304390239258197-0.03043902392581970.959813686019386
1810.210.2304368927417-0.0304368927417462-0.03043689274174610.00179494798469857
1910.0710.100917873929-0.0309178739289628-0.0309178739289628-0.407068257330094
2010.0110.0410576918407-0.0310576918406634-0.0310576918406634-0.118904972420479
2110.059.93178571593638-0.02955357101590430.118214284063617-0.33265861440742
229.929.94846153811915-0.0284615381191469-0.02846153811914690.180017828354633
2310.0310.057931034148-0.0279310341480364-0.02793103414803640.566390461072526
2410.1810.2072519080716-0.0272519080716094-0.02725190807160940.727849636433581
2510.110.1274524711564-0.0274524711564044-0.0274524711564044-0.215774383429978
2610.1610.0530465961811-0.02673835095472390.106953403818896-0.198203658708227
2710.1510.173873015636-0.0238730156359687-0.02387301563596860.580232357549849
2810.1310.1538607592575-0.0238607592574952-0.02386075925749510.0158482511298314
2910.0910.1139116716884-0.0239116716883572-0.0239116716883572-0.066041566861787
3010.1810.2035534588878-0.0235534588878291-0.02355345888782910.466127424079902
3110.069.9760479049778-0.02098802375555020.0839520950222009-0.856659435298253
329.659.67559459437823-0.0255945943782308-0.0255945943782308-1.10616761874991
339.749.76528301865477-0.0252830186547707-0.02528301865477070.473120527162505
349.539.55577956967572-0.0257795696757173-0.0257795696757173-0.756036331372957
359.59.52579088450223-0.0257908845022291-0.0257908845022291-0.017274049006186
3698.92164524484596-0.01958868878851040.0783547551540422-2.42066702308401
379.159.16581176458951-0.0158117645895153-0.01581176458951531.04900279649497
389.329.33537558674157-0.0153755867415687-0.01537558674156880.760647131183173
399.629.6346370022347-0.0146370022347036-0.01463700223470361.2910387927964
409.599.60467289708903-0.0146728970890331-0.0146728970890331-0.0628909824159171
419.379.32135135169406-0.01216216207648460.0486486483059388-1.12143632321228
429.359.36149999992506-0.0114999999250631-0.01149999992506310.208807247258161
439.329.33153846146343-0.0115384614634303-0.0115384614634304-0.0757425930531004
449.499.50116182565371-0.0111618256537096-0.01116182565370970.743255322724049
459.529.53107660448314-0.0110766044831358-0.01107660448313590.16852523485431
469.599.54486973976184-0.01128256505953980.04513026023815950.103602039907561
479.359.36321495319377-0.0132149531937687-0.0132149531937687-0.682009833588939
489.29.21347014917513-0.013470149175127-0.013470149175127-0.560084402012388
499.579.58275605206723-0.0127560520672284-0.01275605206722841.57017179870303
509.789.79234200736319-0.0123420073631909-0.01234200736319090.912107182670362
519.799.7417689533409-0.01205776166477570.0482310466591028-0.159001159331366
529.579.58355932196202-0.0135593219620155-0.0135593219620155-0.586398398089342
539.539.54360406084171-0.0136040608417077-0.0136040608417076-0.108274256889436
549.659.66337837830769-0.0133783783076945-0.01337837830769450.547107797023694
559.369.37384485658802-0.0138448565880203-0.0138448565880204-1.13276543404889
569.49.34502463082422-0.01374384229394420.0549753691757769-0.0621983975083834
579.329.33372093016602-0.0137209301660212-0.01372093016602120.0098089617110202
589.319.32371517021223-0.0137151702122317-0.01371517021223160.0152382633943004
599.199.20387944351868-0.013879443518683-0.0138794435186831-0.435267016406029
609.399.40354938265065-0.0135493826506485-0.01354938265064860.875899021829392
619.289.22975903638124-0.01256024090468980.0502409636187596-0.664799131100729
629.289.29191428566105-0.0119142856610492-0.01191428566104920.300818539100113
639.319.32185449352771-0.0118544935277054-0.01185449352770530.171661316326984
649.289.29188034182741-0.0118803418274083-0.0118803418274084-0.0743155858848894
659.319.32182076808397-0.0118207680839644-0.01182076808396450.171522646806768
669.359.30287899881417-0.01178025029645850.0471210011858343-0.0295153677837211
679.199.20249006617342-0.0124900661734219-0.0124900661734219-0.357233961973613
689.079.08263227508001-0.0126322750800115-0.0126322750800115-0.440333301084352
698.968.97276089822997-0.0127608982299688-0.0127608982299689-0.398793745982756
708.698.70310026379819-0.0131002637981859-0.0131002637981861-1.05358767087226
718.588.53095607254961-0.01226098186259680.0490439274503881-0.65867825714128
728.568.57186419748505-0.0118641974850506-0.01186419748505080.214603432510786
738.478.48196054249395-0.0119605424939453-0.0119605424939454-0.320038714906539
748.468.47195812803276-0.0119581280327552-0.01195812803275540.00803024934888378
758.758.76158671582258-0.0115867158225817-0.0115867158225821.23680099121124
768.958.90068757557809-0.01232810610547660.04931242442190660.623634017160973
779.339.33917919071825-0.0091791907182535-0.009179190718253541.82144230703556
789.519.51896073899766-0.00896073899765887-0.008960738997658760.774894948012909
799.5619.5698915801294-0.00889158012939898-0.008891580129398930.245604733424242
809.949.9484447004304-0.00844470043039947-0.008444700430399481.58884084981456
819.99.86755656120077-0.008110859699808720.0324434387992344-0.299630270204852
829.2759.28686956517704-0.0118695651770374-0.0118695651770373-2.31540759001238
839.569.57154723123114-0.0115472312311429-0.01154723123114291.21604636369338
849.7799.79029718000506-0.0112971800050594-0.01129718000505920.944375309366972
859.7469.75732069335275-0.0113206933527533-0.0113206933527533-0.0888998722407884
869.9919.94231416416643-0.01217145895839220.0486858358335680.811528804584363
879.989.99178974355192-0.0117897435519223-0.01178974355192190.249484691591429
8810.19510.2065573770121-0.0115573770121425-0.01155737701214230.929011665497067
8910.3110.3214278402909-0.0114278402909481-0.01142784029094770.518424420218343
9010.2510.2614775050758-0.0114775050757678-0.0114775050757676-0.198969096236756
919.8719.83192957758773-0.009767605603067410.039070422412269-1.72740259029962
9210.0610.0683252426932-0.0083252426931655-0.008325242693165160.996908869745305
939.8949.90247817650192-0.00847817650192247-0.00847817650192225-0.645909704079504
949.599.59876453485716-0.00876453485715728-0.0087645348571571-1.21059646206025
959.649.6487076476019-0.00870764760190151-0.008707647601901630.240727302467905
969.899.85188751202975-0.009528121992562520.03811248797024930.875111323328091
979.539.54120276494466-0.0112027649446637-0.0112027649446634-1.22037681599903
989.3889.39932320438728-0.0113232043872775-0.0113232043872774-0.535819948634925
999.169.17152253906528-0.0115225390652804-0.0115225390652802-0.887631903430568
1009.4189.42927481614406-0.0112748161440576-0.01127481614405781.10411871713543
1019.579.52335144940752-0.01166213764811890.04664855059247510.434941614681724
1029.8579.86678333330649-0.00978333330649114-0.009783333306490831.43975178874294
1039.8779.88675723047282-0.00975723047281469-0.009757230472814520.122012201605504
1049.769.76985113832678-0.00985113832678441-0.00985113832678398-0.439337373927413
1059.769.76984251965811-0.00984251965810565-0.00984251965810570.040356799074265
1069.6959.65707075074947-0.009482312312632760.0379292492505304-0.424793405728943
1079.4759.48530125520316-0.0103012552031631-0.0103012552031628-0.658337201325969
1089.2629.27247073575857-0.01047073575857-0.01047073575857-0.830404665722781
1099.0979.10759983288792-0.0105998328879247-0.0105998328879244-0.63306690428771
1108.558.56104757926999-0.0110475792699876-0.011047579269988-2.19749516973742
1118.168.12153212530504-0.009616968673739350.038467874694959-1.76774475818538
1127.5327.54435439996909-0.0123543999690858-0.0123543999690862-2.30343884800552
1137.3257.33750999197512-0.0125099919751163-0.012509991975117-0.797427669737596
1146.7496.76196006386539-0.0129600638653854-0.0129600638653859-2.30851695341803
1157.137.14264565040738-0.0126456504073792-0.01264565040738031.61398385694556
1166.9956.94675728932301-0.0120606776692480.048242710676995-0.755792088720503
1177.3467.35611417622097-0.0101141762209686-0.01011417622096921.71103899455983
1187.737.7398124042644-0.00981240426440133-0.009812404264402111.61464139527788
1197.8377.84672302981606-0.00972302981605794-0.009723029816057970.478567405278462
1207.5147.52396253820248-0.00996253820247588-0.00996253820247678-1.28346121784722
1217.587.53983383695289-0.01004154076177590.0401661630471060.106524472743346
1226.836.84308455879344-0.0130845587934361-0.0130845587934366-2.78924768729918
1236.6176.63023144743469-0.0132314474346904-0.0132314474346914-0.819043729589656
1246.7156.72814977970548-0.0131497797054839-0.01314977970548440.455709892124513
1256.636.64320249446714-0.0132024944671344-0.0132024944671355-0.294366977325575
1266.8916.83577447438197-0.01380638140450720.05522552561803180.848293354303558
1277.0027.01498445226812-0.0129844522681176-0.0129844522681180.784266813365884
1287.097.1029131355647-0.012913135564696-0.01291313556469680.413734241954898
1297.367.37271347915331-0.0127134791533057-0.0127134791533061.15909804174708
1307.4777.48962200279303-0.0126220027930327-0.01262200279303340.531437597673539
1317.8267.77218131113552-0.013454672216120.05381868886448121.21659401651691
1327.797.8032721088153-0.0132721088152974-0.01327210881529740.181057312349967
1337.5787.59140720595382-0.0134072059538168-0.0134072059538172-0.814200778891568
1347.2047.21765217388403-0.013652173884034-0.0136521738840342-1.47737189715052
1357.1987.21164697892554-0.0136469789255358-0.01364697892553660.0313514563900727
1367.6857.62576561463081-0.01480859634229770.05923438536919191.76267483935704
1377.7957.80902622947943-0.0140262294794285-0.01402622947942860.805307654943339
1387.467.47423656615693-0.0142365661569269-0.0142365661569273-1.31506602398926
1397.2747.28834905039628-0.0143490503962793-0.0143490503962794-0.703734464483318
1407.337.34430301044193-0.0143030104419257-0.01430301044192630.288228179978768
1417.6557.5950129534894-0.01499676162765080.0599870465106041.09181594263032
1427.7677.78122974680727-0.0142297468072734-0.01422974680727360.818323561945872
1437.847.85417457302699-0.0141745730269858-0.01417457302698610.357394264714498
1447.4247.43842857140004-0.0144285714000442-0.0144285714000441-1.64634355824714
1457.547.55434617811442-0.0143461781144205-0.0143461781144210.534386992014764
1467.3517.29608067552957-0.0137298311176080.0549193244704337-1.00473224766435
1476.7356.75068807336448-0.0156880733644832-0.0156880733644836-2.16281132535752
1486.7776.79265281170602-0.0156528117060149-0.01565281170601580.236359804544233
1496.6796.6947031154251-0.0157031154250965-0.0157031154250965-0.337393291729061
1507.347.35528998776079-0.015289987760791-0.01528998776079172.77259174194587
1516.9786.92093349466656-0.01426662633335910.0570665053334387-1.72589397558965
1526.926.93416863902703-0.0141686390270311-0.01416863902703140.111905139483777
1536.6286.64233293906279-0.0143329390627844-0.0143329390627854-1.13834308397947
1546.3856.39946808507964-0.0144680850796368-0.0144680850796367-0.936905077798824
1555.9845.99869639690138-0.0146963969013769-0.0146963969013784-1.58371641103192
1566.2686.20710591000027-0.01522352249993130.06089408999972830.918700569363257
1576.5966.60978166186641-0.0137816618664141-0.01378166186641471.70083091250631
1586.3956.40888888886401-0.0138888888640075-0.0138888888640085-0.767086501158116
1596.7156.72869776757708-0.0136977675770779-0.0136977675770781.36803746948719
1606.8046.8176390159939-0.013639015993901-0.0136390159939020.420781948069159
1616.9296.87380498876-0.01379875280999970.05519501124000070.287399094988817
1626.8466.85979944442047-0.0137994444204651-0.0137994444204657-0.000841814124235647
1636.9927.00571071624493-0.0137107162449278-0.01371071624492840.654749265152582
1646.7746.78782408432673-0.0138240843267259-0.0138240843267258-0.837038448544481
1656.756.76382972820674-0.0138297282067346-0.0138297282067356-0.0416939832704178
1666.4856.43249862570875-0.01312534357281210.0525013742912515-1.30702668387578
1676.276.28356603771297-0.013566037712974-0.0135660377129747-0.552961241002825
1686.476.48345096980492-0.0134509698049175-0.01345096980491860.875055340735881
1696.786.79327679049999-0.0132767904999849-0.01327679049998481.32529283545076
1706.716.7233073196762-0.0133073196761983-0.0133073196761993-0.232415052269877
1716.1416.09308324447699-0.01197918888075230.0479167555230131-2.53926988917288
1726.726.72993455495755-0.00993455495755256-0.009934554957553322.6423244764519
1736.686.68995028779114-0.00995028779114398-0.00995028779114488-0.123189682364369
1746.3716.38110669454414-0.0101066945441353-0.0101066945441354-1.22532176224409
1756.0976.10724464190693-0.0102446419069289-0.0102446419069304-1.08127258148061
1766.276.22792638679709-0.01051840330072510.04207361320290450.538835462123236
1776.4476.4567852417147-0.00978524171470336-0.009785241714704310.975026011849779
1786.376.37981943029974-0.00981943029973809-0.00981943029973918-0.275406711952414
1796.4466.4557758006962-0.00977580069619809-0.009775800696198330.351637806650081
1806.546.54972306909024-0.00972306909023714-0.009723069090238440.425212560005232
1816.3746.33676008070387-0.009309979824031470.0372399192961298-0.836349225609162
1826.336.33927475246089-0.00927475246088544-0.00927475246088650.0481721204727062
1836.636.63912172190572-0.00912172190572371-0.009121721905724771.26723556939794

\begin{tabular}{lllllllll}
\hline
Structural Time Series Model \tabularnewline
t & Observed & Level & Slope & Seasonal & Stand. Residuals \tabularnewline
1 & 9.82 & 9.82 & 0 & 0 & 0 \tabularnewline
2 & 9.94 & 9.9220000014075 & 0.017999998592498 & 0.017999998592498 & 0.155525554113348 \tabularnewline
3 & 9.9 & 9.8834146354116 & 0.0165853645884048 & 0.0165853645884048 & -0.234793683513016 \tabularnewline
4 & 9.8 & 9.78619047721889 & 0.0138095227811154 & 0.0138095227811154 & -0.472097474548688 \tabularnewline
5 & 9.86 & 9.84511628015239 & 0.0148837198476042 & 0.0148837198476042 & 0.187095449785367 \tabularnewline
6 & 10.5 & 10.3698305153753 & -0.0325423711561735 & 0.130169484624694 & 2.44758598860638 \tabularnewline
7 & 10.33 & 10.3609473674021 & -0.0309473674021376 & -0.0309473674021376 & 0.0815677804398995 \tabularnewline
8 & 10.16 & 10.1923958322778 & -0.0323958322778394 & -0.0323958322778393 & -0.566925197701777 \tabularnewline
9 & 9.91 & 9.94463917414078 & -0.0346391741407823 & -0.0346391741407823 & -0.887232244662372 \tabularnewline
10 & 9.96 & 9.9937755091261 & -0.0337755091260943 & -0.0337755091260943 & 0.345115611232864 \tabularnewline
11 & 10.03 & 9.90403509117537 & -0.0314912272061578 & 0.125964908824631 & -0.247386243444607 \tabularnewline
12 & 9.55 & 9.59313333243392 & -0.0431333324339196 & -0.0431333324339196 & -1.03991703893067 \tabularnewline
13 & 9.51 & 9.55311258188843 & -0.0431125818884294 & -0.0431125818884294 & 0.0127992342812889 \tabularnewline
14 & 9.8 & 9.84092105178952 & -0.0409210517895229 & -0.0409210517895229 & 1.36074915963071 \tabularnewline
15 & 10.08 & 10.1188235286181 & -0.0388235286180921 & -0.0388235286180921 & 1.31097570663709 \tabularnewline
16 & 10.2 & 10.0480473400904 & -0.037988164977402 & 0.151952659909608 & -0.13763377187243 \tabularnewline
17 & 10.23 & 10.2604390239258 & -0.0304390239258197 & -0.0304390239258197 & 0.959813686019386 \tabularnewline
18 & 10.2 & 10.2304368927417 & -0.0304368927417462 & -0.0304368927417461 & 0.00179494798469857 \tabularnewline
19 & 10.07 & 10.100917873929 & -0.0309178739289628 & -0.0309178739289628 & -0.407068257330094 \tabularnewline
20 & 10.01 & 10.0410576918407 & -0.0310576918406634 & -0.0310576918406634 & -0.118904972420479 \tabularnewline
21 & 10.05 & 9.93178571593638 & -0.0295535710159043 & 0.118214284063617 & -0.33265861440742 \tabularnewline
22 & 9.92 & 9.94846153811915 & -0.0284615381191469 & -0.0284615381191469 & 0.180017828354633 \tabularnewline
23 & 10.03 & 10.057931034148 & -0.0279310341480364 & -0.0279310341480364 & 0.566390461072526 \tabularnewline
24 & 10.18 & 10.2072519080716 & -0.0272519080716094 & -0.0272519080716094 & 0.727849636433581 \tabularnewline
25 & 10.1 & 10.1274524711564 & -0.0274524711564044 & -0.0274524711564044 & -0.215774383429978 \tabularnewline
26 & 10.16 & 10.0530465961811 & -0.0267383509547239 & 0.106953403818896 & -0.198203658708227 \tabularnewline
27 & 10.15 & 10.173873015636 & -0.0238730156359687 & -0.0238730156359686 & 0.580232357549849 \tabularnewline
28 & 10.13 & 10.1538607592575 & -0.0238607592574952 & -0.0238607592574951 & 0.0158482511298314 \tabularnewline
29 & 10.09 & 10.1139116716884 & -0.0239116716883572 & -0.0239116716883572 & -0.066041566861787 \tabularnewline
30 & 10.18 & 10.2035534588878 & -0.0235534588878291 & -0.0235534588878291 & 0.466127424079902 \tabularnewline
31 & 10.06 & 9.9760479049778 & -0.0209880237555502 & 0.0839520950222009 & -0.856659435298253 \tabularnewline
32 & 9.65 & 9.67559459437823 & -0.0255945943782308 & -0.0255945943782308 & -1.10616761874991 \tabularnewline
33 & 9.74 & 9.76528301865477 & -0.0252830186547707 & -0.0252830186547707 & 0.473120527162505 \tabularnewline
34 & 9.53 & 9.55577956967572 & -0.0257795696757173 & -0.0257795696757173 & -0.756036331372957 \tabularnewline
35 & 9.5 & 9.52579088450223 & -0.0257908845022291 & -0.0257908845022291 & -0.017274049006186 \tabularnewline
36 & 9 & 8.92164524484596 & -0.0195886887885104 & 0.0783547551540422 & -2.42066702308401 \tabularnewline
37 & 9.15 & 9.16581176458951 & -0.0158117645895153 & -0.0158117645895153 & 1.04900279649497 \tabularnewline
38 & 9.32 & 9.33537558674157 & -0.0153755867415687 & -0.0153755867415688 & 0.760647131183173 \tabularnewline
39 & 9.62 & 9.6346370022347 & -0.0146370022347036 & -0.0146370022347036 & 1.2910387927964 \tabularnewline
40 & 9.59 & 9.60467289708903 & -0.0146728970890331 & -0.0146728970890331 & -0.0628909824159171 \tabularnewline
41 & 9.37 & 9.32135135169406 & -0.0121621620764846 & 0.0486486483059388 & -1.12143632321228 \tabularnewline
42 & 9.35 & 9.36149999992506 & -0.0114999999250631 & -0.0114999999250631 & 0.208807247258161 \tabularnewline
43 & 9.32 & 9.33153846146343 & -0.0115384614634303 & -0.0115384614634304 & -0.0757425930531004 \tabularnewline
44 & 9.49 & 9.50116182565371 & -0.0111618256537096 & -0.0111618256537097 & 0.743255322724049 \tabularnewline
45 & 9.52 & 9.53107660448314 & -0.0110766044831358 & -0.0110766044831359 & 0.16852523485431 \tabularnewline
46 & 9.59 & 9.54486973976184 & -0.0112825650595398 & 0.0451302602381595 & 0.103602039907561 \tabularnewline
47 & 9.35 & 9.36321495319377 & -0.0132149531937687 & -0.0132149531937687 & -0.682009833588939 \tabularnewline
48 & 9.2 & 9.21347014917513 & -0.013470149175127 & -0.013470149175127 & -0.560084402012388 \tabularnewline
49 & 9.57 & 9.58275605206723 & -0.0127560520672284 & -0.0127560520672284 & 1.57017179870303 \tabularnewline
50 & 9.78 & 9.79234200736319 & -0.0123420073631909 & -0.0123420073631909 & 0.912107182670362 \tabularnewline
51 & 9.79 & 9.7417689533409 & -0.0120577616647757 & 0.0482310466591028 & -0.159001159331366 \tabularnewline
52 & 9.57 & 9.58355932196202 & -0.0135593219620155 & -0.0135593219620155 & -0.586398398089342 \tabularnewline
53 & 9.53 & 9.54360406084171 & -0.0136040608417077 & -0.0136040608417076 & -0.108274256889436 \tabularnewline
54 & 9.65 & 9.66337837830769 & -0.0133783783076945 & -0.0133783783076945 & 0.547107797023694 \tabularnewline
55 & 9.36 & 9.37384485658802 & -0.0138448565880203 & -0.0138448565880204 & -1.13276543404889 \tabularnewline
56 & 9.4 & 9.34502463082422 & -0.0137438422939442 & 0.0549753691757769 & -0.0621983975083834 \tabularnewline
57 & 9.32 & 9.33372093016602 & -0.0137209301660212 & -0.0137209301660212 & 0.0098089617110202 \tabularnewline
58 & 9.31 & 9.32371517021223 & -0.0137151702122317 & -0.0137151702122316 & 0.0152382633943004 \tabularnewline
59 & 9.19 & 9.20387944351868 & -0.013879443518683 & -0.0138794435186831 & -0.435267016406029 \tabularnewline
60 & 9.39 & 9.40354938265065 & -0.0135493826506485 & -0.0135493826506486 & 0.875899021829392 \tabularnewline
61 & 9.28 & 9.22975903638124 & -0.0125602409046898 & 0.0502409636187596 & -0.664799131100729 \tabularnewline
62 & 9.28 & 9.29191428566105 & -0.0119142856610492 & -0.0119142856610492 & 0.300818539100113 \tabularnewline
63 & 9.31 & 9.32185449352771 & -0.0118544935277054 & -0.0118544935277053 & 0.171661316326984 \tabularnewline
64 & 9.28 & 9.29188034182741 & -0.0118803418274083 & -0.0118803418274084 & -0.0743155858848894 \tabularnewline
65 & 9.31 & 9.32182076808397 & -0.0118207680839644 & -0.0118207680839645 & 0.171522646806768 \tabularnewline
66 & 9.35 & 9.30287899881417 & -0.0117802502964585 & 0.0471210011858343 & -0.0295153677837211 \tabularnewline
67 & 9.19 & 9.20249006617342 & -0.0124900661734219 & -0.0124900661734219 & -0.357233961973613 \tabularnewline
68 & 9.07 & 9.08263227508001 & -0.0126322750800115 & -0.0126322750800115 & -0.440333301084352 \tabularnewline
69 & 8.96 & 8.97276089822997 & -0.0127608982299688 & -0.0127608982299689 & -0.398793745982756 \tabularnewline
70 & 8.69 & 8.70310026379819 & -0.0131002637981859 & -0.0131002637981861 & -1.05358767087226 \tabularnewline
71 & 8.58 & 8.53095607254961 & -0.0122609818625968 & 0.0490439274503881 & -0.65867825714128 \tabularnewline
72 & 8.56 & 8.57186419748505 & -0.0118641974850506 & -0.0118641974850508 & 0.214603432510786 \tabularnewline
73 & 8.47 & 8.48196054249395 & -0.0119605424939453 & -0.0119605424939454 & -0.320038714906539 \tabularnewline
74 & 8.46 & 8.47195812803276 & -0.0119581280327552 & -0.0119581280327554 & 0.00803024934888378 \tabularnewline
75 & 8.75 & 8.76158671582258 & -0.0115867158225817 & -0.011586715822582 & 1.23680099121124 \tabularnewline
76 & 8.95 & 8.90068757557809 & -0.0123281061054766 & 0.0493124244219066 & 0.623634017160973 \tabularnewline
77 & 9.33 & 9.33917919071825 & -0.0091791907182535 & -0.00917919071825354 & 1.82144230703556 \tabularnewline
78 & 9.51 & 9.51896073899766 & -0.00896073899765887 & -0.00896073899765876 & 0.774894948012909 \tabularnewline
79 & 9.561 & 9.5698915801294 & -0.00889158012939898 & -0.00889158012939893 & 0.245604733424242 \tabularnewline
80 & 9.94 & 9.9484447004304 & -0.00844470043039947 & -0.00844470043039948 & 1.58884084981456 \tabularnewline
81 & 9.9 & 9.86755656120077 & -0.00811085969980872 & 0.0324434387992344 & -0.299630270204852 \tabularnewline
82 & 9.275 & 9.28686956517704 & -0.0118695651770374 & -0.0118695651770373 & -2.31540759001238 \tabularnewline
83 & 9.56 & 9.57154723123114 & -0.0115472312311429 & -0.0115472312311429 & 1.21604636369338 \tabularnewline
84 & 9.779 & 9.79029718000506 & -0.0112971800050594 & -0.0112971800050592 & 0.944375309366972 \tabularnewline
85 & 9.746 & 9.75732069335275 & -0.0113206933527533 & -0.0113206933527533 & -0.0888998722407884 \tabularnewline
86 & 9.991 & 9.94231416416643 & -0.0121714589583922 & 0.048685835833568 & 0.811528804584363 \tabularnewline
87 & 9.98 & 9.99178974355192 & -0.0117897435519223 & -0.0117897435519219 & 0.249484691591429 \tabularnewline
88 & 10.195 & 10.2065573770121 & -0.0115573770121425 & -0.0115573770121423 & 0.929011665497067 \tabularnewline
89 & 10.31 & 10.3214278402909 & -0.0114278402909481 & -0.0114278402909477 & 0.518424420218343 \tabularnewline
90 & 10.25 & 10.2614775050758 & -0.0114775050757678 & -0.0114775050757676 & -0.198969096236756 \tabularnewline
91 & 9.871 & 9.83192957758773 & -0.00976760560306741 & 0.039070422412269 & -1.72740259029962 \tabularnewline
92 & 10.06 & 10.0683252426932 & -0.0083252426931655 & -0.00832524269316516 & 0.996908869745305 \tabularnewline
93 & 9.894 & 9.90247817650192 & -0.00847817650192247 & -0.00847817650192225 & -0.645909704079504 \tabularnewline
94 & 9.59 & 9.59876453485716 & -0.00876453485715728 & -0.0087645348571571 & -1.21059646206025 \tabularnewline
95 & 9.64 & 9.6487076476019 & -0.00870764760190151 & -0.00870764760190163 & 0.240727302467905 \tabularnewline
96 & 9.89 & 9.85188751202975 & -0.00952812199256252 & 0.0381124879702493 & 0.875111323328091 \tabularnewline
97 & 9.53 & 9.54120276494466 & -0.0112027649446637 & -0.0112027649446634 & -1.22037681599903 \tabularnewline
98 & 9.388 & 9.39932320438728 & -0.0113232043872775 & -0.0113232043872774 & -0.535819948634925 \tabularnewline
99 & 9.16 & 9.17152253906528 & -0.0115225390652804 & -0.0115225390652802 & -0.887631903430568 \tabularnewline
100 & 9.418 & 9.42927481614406 & -0.0112748161440576 & -0.0112748161440578 & 1.10411871713543 \tabularnewline
101 & 9.57 & 9.52335144940752 & -0.0116621376481189 & 0.0466485505924751 & 0.434941614681724 \tabularnewline
102 & 9.857 & 9.86678333330649 & -0.00978333330649114 & -0.00978333330649083 & 1.43975178874294 \tabularnewline
103 & 9.877 & 9.88675723047282 & -0.00975723047281469 & -0.00975723047281452 & 0.122012201605504 \tabularnewline
104 & 9.76 & 9.76985113832678 & -0.00985113832678441 & -0.00985113832678398 & -0.439337373927413 \tabularnewline
105 & 9.76 & 9.76984251965811 & -0.00984251965810565 & -0.0098425196581057 & 0.040356799074265 \tabularnewline
106 & 9.695 & 9.65707075074947 & -0.00948231231263276 & 0.0379292492505304 & -0.424793405728943 \tabularnewline
107 & 9.475 & 9.48530125520316 & -0.0103012552031631 & -0.0103012552031628 & -0.658337201325969 \tabularnewline
108 & 9.262 & 9.27247073575857 & -0.01047073575857 & -0.01047073575857 & -0.830404665722781 \tabularnewline
109 & 9.097 & 9.10759983288792 & -0.0105998328879247 & -0.0105998328879244 & -0.63306690428771 \tabularnewline
110 & 8.55 & 8.56104757926999 & -0.0110475792699876 & -0.011047579269988 & -2.19749516973742 \tabularnewline
111 & 8.16 & 8.12153212530504 & -0.00961696867373935 & 0.038467874694959 & -1.76774475818538 \tabularnewline
112 & 7.532 & 7.54435439996909 & -0.0123543999690858 & -0.0123543999690862 & -2.30343884800552 \tabularnewline
113 & 7.325 & 7.33750999197512 & -0.0125099919751163 & -0.012509991975117 & -0.797427669737596 \tabularnewline
114 & 6.749 & 6.76196006386539 & -0.0129600638653854 & -0.0129600638653859 & -2.30851695341803 \tabularnewline
115 & 7.13 & 7.14264565040738 & -0.0126456504073792 & -0.0126456504073803 & 1.61398385694556 \tabularnewline
116 & 6.995 & 6.94675728932301 & -0.012060677669248 & 0.048242710676995 & -0.755792088720503 \tabularnewline
117 & 7.346 & 7.35611417622097 & -0.0101141762209686 & -0.0101141762209692 & 1.71103899455983 \tabularnewline
118 & 7.73 & 7.7398124042644 & -0.00981240426440133 & -0.00981240426440211 & 1.61464139527788 \tabularnewline
119 & 7.837 & 7.84672302981606 & -0.00972302981605794 & -0.00972302981605797 & 0.478567405278462 \tabularnewline
120 & 7.514 & 7.52396253820248 & -0.00996253820247588 & -0.00996253820247678 & -1.28346121784722 \tabularnewline
121 & 7.58 & 7.53983383695289 & -0.0100415407617759 & 0.040166163047106 & 0.106524472743346 \tabularnewline
122 & 6.83 & 6.84308455879344 & -0.0130845587934361 & -0.0130845587934366 & -2.78924768729918 \tabularnewline
123 & 6.617 & 6.63023144743469 & -0.0132314474346904 & -0.0132314474346914 & -0.819043729589656 \tabularnewline
124 & 6.715 & 6.72814977970548 & -0.0131497797054839 & -0.0131497797054844 & 0.455709892124513 \tabularnewline
125 & 6.63 & 6.64320249446714 & -0.0132024944671344 & -0.0132024944671355 & -0.294366977325575 \tabularnewline
126 & 6.891 & 6.83577447438197 & -0.0138063814045072 & 0.0552255256180318 & 0.848293354303558 \tabularnewline
127 & 7.002 & 7.01498445226812 & -0.0129844522681176 & -0.012984452268118 & 0.784266813365884 \tabularnewline
128 & 7.09 & 7.1029131355647 & -0.012913135564696 & -0.0129131355646968 & 0.413734241954898 \tabularnewline
129 & 7.36 & 7.37271347915331 & -0.0127134791533057 & -0.012713479153306 & 1.15909804174708 \tabularnewline
130 & 7.477 & 7.48962200279303 & -0.0126220027930327 & -0.0126220027930334 & 0.531437597673539 \tabularnewline
131 & 7.826 & 7.77218131113552 & -0.01345467221612 & 0.0538186888644812 & 1.21659401651691 \tabularnewline
132 & 7.79 & 7.8032721088153 & -0.0132721088152974 & -0.0132721088152974 & 0.181057312349967 \tabularnewline
133 & 7.578 & 7.59140720595382 & -0.0134072059538168 & -0.0134072059538172 & -0.814200778891568 \tabularnewline
134 & 7.204 & 7.21765217388403 & -0.013652173884034 & -0.0136521738840342 & -1.47737189715052 \tabularnewline
135 & 7.198 & 7.21164697892554 & -0.0136469789255358 & -0.0136469789255366 & 0.0313514563900727 \tabularnewline
136 & 7.685 & 7.62576561463081 & -0.0148085963422977 & 0.0592343853691919 & 1.76267483935704 \tabularnewline
137 & 7.795 & 7.80902622947943 & -0.0140262294794285 & -0.0140262294794286 & 0.805307654943339 \tabularnewline
138 & 7.46 & 7.47423656615693 & -0.0142365661569269 & -0.0142365661569273 & -1.31506602398926 \tabularnewline
139 & 7.274 & 7.28834905039628 & -0.0143490503962793 & -0.0143490503962794 & -0.703734464483318 \tabularnewline
140 & 7.33 & 7.34430301044193 & -0.0143030104419257 & -0.0143030104419263 & 0.288228179978768 \tabularnewline
141 & 7.655 & 7.5950129534894 & -0.0149967616276508 & 0.059987046510604 & 1.09181594263032 \tabularnewline
142 & 7.767 & 7.78122974680727 & -0.0142297468072734 & -0.0142297468072736 & 0.818323561945872 \tabularnewline
143 & 7.84 & 7.85417457302699 & -0.0141745730269858 & -0.0141745730269861 & 0.357394264714498 \tabularnewline
144 & 7.424 & 7.43842857140004 & -0.0144285714000442 & -0.0144285714000441 & -1.64634355824714 \tabularnewline
145 & 7.54 & 7.55434617811442 & -0.0143461781144205 & -0.014346178114421 & 0.534386992014764 \tabularnewline
146 & 7.351 & 7.29608067552957 & -0.013729831117608 & 0.0549193244704337 & -1.00473224766435 \tabularnewline
147 & 6.735 & 6.75068807336448 & -0.0156880733644832 & -0.0156880733644836 & -2.16281132535752 \tabularnewline
148 & 6.777 & 6.79265281170602 & -0.0156528117060149 & -0.0156528117060158 & 0.236359804544233 \tabularnewline
149 & 6.679 & 6.6947031154251 & -0.0157031154250965 & -0.0157031154250965 & -0.337393291729061 \tabularnewline
150 & 7.34 & 7.35528998776079 & -0.015289987760791 & -0.0152899877607917 & 2.77259174194587 \tabularnewline
151 & 6.978 & 6.92093349466656 & -0.0142666263333591 & 0.0570665053334387 & -1.72589397558965 \tabularnewline
152 & 6.92 & 6.93416863902703 & -0.0141686390270311 & -0.0141686390270314 & 0.111905139483777 \tabularnewline
153 & 6.628 & 6.64233293906279 & -0.0143329390627844 & -0.0143329390627854 & -1.13834308397947 \tabularnewline
154 & 6.385 & 6.39946808507964 & -0.0144680850796368 & -0.0144680850796367 & -0.936905077798824 \tabularnewline
155 & 5.984 & 5.99869639690138 & -0.0146963969013769 & -0.0146963969013784 & -1.58371641103192 \tabularnewline
156 & 6.268 & 6.20710591000027 & -0.0152235224999313 & 0.0608940899997283 & 0.918700569363257 \tabularnewline
157 & 6.596 & 6.60978166186641 & -0.0137816618664141 & -0.0137816618664147 & 1.70083091250631 \tabularnewline
158 & 6.395 & 6.40888888886401 & -0.0138888888640075 & -0.0138888888640085 & -0.767086501158116 \tabularnewline
159 & 6.715 & 6.72869776757708 & -0.0136977675770779 & -0.013697767577078 & 1.36803746948719 \tabularnewline
160 & 6.804 & 6.8176390159939 & -0.013639015993901 & -0.013639015993902 & 0.420781948069159 \tabularnewline
161 & 6.929 & 6.87380498876 & -0.0137987528099997 & 0.0551950112400007 & 0.287399094988817 \tabularnewline
162 & 6.846 & 6.85979944442047 & -0.0137994444204651 & -0.0137994444204657 & -0.000841814124235647 \tabularnewline
163 & 6.992 & 7.00571071624493 & -0.0137107162449278 & -0.0137107162449284 & 0.654749265152582 \tabularnewline
164 & 6.774 & 6.78782408432673 & -0.0138240843267259 & -0.0138240843267258 & -0.837038448544481 \tabularnewline
165 & 6.75 & 6.76382972820674 & -0.0138297282067346 & -0.0138297282067356 & -0.0416939832704178 \tabularnewline
166 & 6.485 & 6.43249862570875 & -0.0131253435728121 & 0.0525013742912515 & -1.30702668387578 \tabularnewline
167 & 6.27 & 6.28356603771297 & -0.013566037712974 & -0.0135660377129747 & -0.552961241002825 \tabularnewline
168 & 6.47 & 6.48345096980492 & -0.0134509698049175 & -0.0134509698049186 & 0.875055340735881 \tabularnewline
169 & 6.78 & 6.79327679049999 & -0.0132767904999849 & -0.0132767904999848 & 1.32529283545076 \tabularnewline
170 & 6.71 & 6.7233073196762 & -0.0133073196761983 & -0.0133073196761993 & -0.232415052269877 \tabularnewline
171 & 6.141 & 6.09308324447699 & -0.0119791888807523 & 0.0479167555230131 & -2.53926988917288 \tabularnewline
172 & 6.72 & 6.72993455495755 & -0.00993455495755256 & -0.00993455495755332 & 2.6423244764519 \tabularnewline
173 & 6.68 & 6.68995028779114 & -0.00995028779114398 & -0.00995028779114488 & -0.123189682364369 \tabularnewline
174 & 6.371 & 6.38110669454414 & -0.0101066945441353 & -0.0101066945441354 & -1.22532176224409 \tabularnewline
175 & 6.097 & 6.10724464190693 & -0.0102446419069289 & -0.0102446419069304 & -1.08127258148061 \tabularnewline
176 & 6.27 & 6.22792638679709 & -0.0105184033007251 & 0.0420736132029045 & 0.538835462123236 \tabularnewline
177 & 6.447 & 6.4567852417147 & -0.00978524171470336 & -0.00978524171470431 & 0.975026011849779 \tabularnewline
178 & 6.37 & 6.37981943029974 & -0.00981943029973809 & -0.00981943029973918 & -0.275406711952414 \tabularnewline
179 & 6.446 & 6.4557758006962 & -0.00977580069619809 & -0.00977580069619833 & 0.351637806650081 \tabularnewline
180 & 6.54 & 6.54972306909024 & -0.00972306909023714 & -0.00972306909023844 & 0.425212560005232 \tabularnewline
181 & 6.374 & 6.33676008070387 & -0.00930997982403147 & 0.0372399192961298 & -0.836349225609162 \tabularnewline
182 & 6.33 & 6.33927475246089 & -0.00927475246088544 & -0.0092747524608865 & 0.0481721204727062 \tabularnewline
183 & 6.63 & 6.63912172190572 & -0.00912172190572371 & -0.00912172190572477 & 1.26723556939794 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147328&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]9.82[/C][C]9.82[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]9.94[/C][C]9.9220000014075[/C][C]0.017999998592498[/C][C]0.017999998592498[/C][C]0.155525554113348[/C][/ROW]
[ROW][C]3[/C][C]9.9[/C][C]9.8834146354116[/C][C]0.0165853645884048[/C][C]0.0165853645884048[/C][C]-0.234793683513016[/C][/ROW]
[ROW][C]4[/C][C]9.8[/C][C]9.78619047721889[/C][C]0.0138095227811154[/C][C]0.0138095227811154[/C][C]-0.472097474548688[/C][/ROW]
[ROW][C]5[/C][C]9.86[/C][C]9.84511628015239[/C][C]0.0148837198476042[/C][C]0.0148837198476042[/C][C]0.187095449785367[/C][/ROW]
[ROW][C]6[/C][C]10.5[/C][C]10.3698305153753[/C][C]-0.0325423711561735[/C][C]0.130169484624694[/C][C]2.44758598860638[/C][/ROW]
[ROW][C]7[/C][C]10.33[/C][C]10.3609473674021[/C][C]-0.0309473674021376[/C][C]-0.0309473674021376[/C][C]0.0815677804398995[/C][/ROW]
[ROW][C]8[/C][C]10.16[/C][C]10.1923958322778[/C][C]-0.0323958322778394[/C][C]-0.0323958322778393[/C][C]-0.566925197701777[/C][/ROW]
[ROW][C]9[/C][C]9.91[/C][C]9.94463917414078[/C][C]-0.0346391741407823[/C][C]-0.0346391741407823[/C][C]-0.887232244662372[/C][/ROW]
[ROW][C]10[/C][C]9.96[/C][C]9.9937755091261[/C][C]-0.0337755091260943[/C][C]-0.0337755091260943[/C][C]0.345115611232864[/C][/ROW]
[ROW][C]11[/C][C]10.03[/C][C]9.90403509117537[/C][C]-0.0314912272061578[/C][C]0.125964908824631[/C][C]-0.247386243444607[/C][/ROW]
[ROW][C]12[/C][C]9.55[/C][C]9.59313333243392[/C][C]-0.0431333324339196[/C][C]-0.0431333324339196[/C][C]-1.03991703893067[/C][/ROW]
[ROW][C]13[/C][C]9.51[/C][C]9.55311258188843[/C][C]-0.0431125818884294[/C][C]-0.0431125818884294[/C][C]0.0127992342812889[/C][/ROW]
[ROW][C]14[/C][C]9.8[/C][C]9.84092105178952[/C][C]-0.0409210517895229[/C][C]-0.0409210517895229[/C][C]1.36074915963071[/C][/ROW]
[ROW][C]15[/C][C]10.08[/C][C]10.1188235286181[/C][C]-0.0388235286180921[/C][C]-0.0388235286180921[/C][C]1.31097570663709[/C][/ROW]
[ROW][C]16[/C][C]10.2[/C][C]10.0480473400904[/C][C]-0.037988164977402[/C][C]0.151952659909608[/C][C]-0.13763377187243[/C][/ROW]
[ROW][C]17[/C][C]10.23[/C][C]10.2604390239258[/C][C]-0.0304390239258197[/C][C]-0.0304390239258197[/C][C]0.959813686019386[/C][/ROW]
[ROW][C]18[/C][C]10.2[/C][C]10.2304368927417[/C][C]-0.0304368927417462[/C][C]-0.0304368927417461[/C][C]0.00179494798469857[/C][/ROW]
[ROW][C]19[/C][C]10.07[/C][C]10.100917873929[/C][C]-0.0309178739289628[/C][C]-0.0309178739289628[/C][C]-0.407068257330094[/C][/ROW]
[ROW][C]20[/C][C]10.01[/C][C]10.0410576918407[/C][C]-0.0310576918406634[/C][C]-0.0310576918406634[/C][C]-0.118904972420479[/C][/ROW]
[ROW][C]21[/C][C]10.05[/C][C]9.93178571593638[/C][C]-0.0295535710159043[/C][C]0.118214284063617[/C][C]-0.33265861440742[/C][/ROW]
[ROW][C]22[/C][C]9.92[/C][C]9.94846153811915[/C][C]-0.0284615381191469[/C][C]-0.0284615381191469[/C][C]0.180017828354633[/C][/ROW]
[ROW][C]23[/C][C]10.03[/C][C]10.057931034148[/C][C]-0.0279310341480364[/C][C]-0.0279310341480364[/C][C]0.566390461072526[/C][/ROW]
[ROW][C]24[/C][C]10.18[/C][C]10.2072519080716[/C][C]-0.0272519080716094[/C][C]-0.0272519080716094[/C][C]0.727849636433581[/C][/ROW]
[ROW][C]25[/C][C]10.1[/C][C]10.1274524711564[/C][C]-0.0274524711564044[/C][C]-0.0274524711564044[/C][C]-0.215774383429978[/C][/ROW]
[ROW][C]26[/C][C]10.16[/C][C]10.0530465961811[/C][C]-0.0267383509547239[/C][C]0.106953403818896[/C][C]-0.198203658708227[/C][/ROW]
[ROW][C]27[/C][C]10.15[/C][C]10.173873015636[/C][C]-0.0238730156359687[/C][C]-0.0238730156359686[/C][C]0.580232357549849[/C][/ROW]
[ROW][C]28[/C][C]10.13[/C][C]10.1538607592575[/C][C]-0.0238607592574952[/C][C]-0.0238607592574951[/C][C]0.0158482511298314[/C][/ROW]
[ROW][C]29[/C][C]10.09[/C][C]10.1139116716884[/C][C]-0.0239116716883572[/C][C]-0.0239116716883572[/C][C]-0.066041566861787[/C][/ROW]
[ROW][C]30[/C][C]10.18[/C][C]10.2035534588878[/C][C]-0.0235534588878291[/C][C]-0.0235534588878291[/C][C]0.466127424079902[/C][/ROW]
[ROW][C]31[/C][C]10.06[/C][C]9.9760479049778[/C][C]-0.0209880237555502[/C][C]0.0839520950222009[/C][C]-0.856659435298253[/C][/ROW]
[ROW][C]32[/C][C]9.65[/C][C]9.67559459437823[/C][C]-0.0255945943782308[/C][C]-0.0255945943782308[/C][C]-1.10616761874991[/C][/ROW]
[ROW][C]33[/C][C]9.74[/C][C]9.76528301865477[/C][C]-0.0252830186547707[/C][C]-0.0252830186547707[/C][C]0.473120527162505[/C][/ROW]
[ROW][C]34[/C][C]9.53[/C][C]9.55577956967572[/C][C]-0.0257795696757173[/C][C]-0.0257795696757173[/C][C]-0.756036331372957[/C][/ROW]
[ROW][C]35[/C][C]9.5[/C][C]9.52579088450223[/C][C]-0.0257908845022291[/C][C]-0.0257908845022291[/C][C]-0.017274049006186[/C][/ROW]
[ROW][C]36[/C][C]9[/C][C]8.92164524484596[/C][C]-0.0195886887885104[/C][C]0.0783547551540422[/C][C]-2.42066702308401[/C][/ROW]
[ROW][C]37[/C][C]9.15[/C][C]9.16581176458951[/C][C]-0.0158117645895153[/C][C]-0.0158117645895153[/C][C]1.04900279649497[/C][/ROW]
[ROW][C]38[/C][C]9.32[/C][C]9.33537558674157[/C][C]-0.0153755867415687[/C][C]-0.0153755867415688[/C][C]0.760647131183173[/C][/ROW]
[ROW][C]39[/C][C]9.62[/C][C]9.6346370022347[/C][C]-0.0146370022347036[/C][C]-0.0146370022347036[/C][C]1.2910387927964[/C][/ROW]
[ROW][C]40[/C][C]9.59[/C][C]9.60467289708903[/C][C]-0.0146728970890331[/C][C]-0.0146728970890331[/C][C]-0.0628909824159171[/C][/ROW]
[ROW][C]41[/C][C]9.37[/C][C]9.32135135169406[/C][C]-0.0121621620764846[/C][C]0.0486486483059388[/C][C]-1.12143632321228[/C][/ROW]
[ROW][C]42[/C][C]9.35[/C][C]9.36149999992506[/C][C]-0.0114999999250631[/C][C]-0.0114999999250631[/C][C]0.208807247258161[/C][/ROW]
[ROW][C]43[/C][C]9.32[/C][C]9.33153846146343[/C][C]-0.0115384614634303[/C][C]-0.0115384614634304[/C][C]-0.0757425930531004[/C][/ROW]
[ROW][C]44[/C][C]9.49[/C][C]9.50116182565371[/C][C]-0.0111618256537096[/C][C]-0.0111618256537097[/C][C]0.743255322724049[/C][/ROW]
[ROW][C]45[/C][C]9.52[/C][C]9.53107660448314[/C][C]-0.0110766044831358[/C][C]-0.0110766044831359[/C][C]0.16852523485431[/C][/ROW]
[ROW][C]46[/C][C]9.59[/C][C]9.54486973976184[/C][C]-0.0112825650595398[/C][C]0.0451302602381595[/C][C]0.103602039907561[/C][/ROW]
[ROW][C]47[/C][C]9.35[/C][C]9.36321495319377[/C][C]-0.0132149531937687[/C][C]-0.0132149531937687[/C][C]-0.682009833588939[/C][/ROW]
[ROW][C]48[/C][C]9.2[/C][C]9.21347014917513[/C][C]-0.013470149175127[/C][C]-0.013470149175127[/C][C]-0.560084402012388[/C][/ROW]
[ROW][C]49[/C][C]9.57[/C][C]9.58275605206723[/C][C]-0.0127560520672284[/C][C]-0.0127560520672284[/C][C]1.57017179870303[/C][/ROW]
[ROW][C]50[/C][C]9.78[/C][C]9.79234200736319[/C][C]-0.0123420073631909[/C][C]-0.0123420073631909[/C][C]0.912107182670362[/C][/ROW]
[ROW][C]51[/C][C]9.79[/C][C]9.7417689533409[/C][C]-0.0120577616647757[/C][C]0.0482310466591028[/C][C]-0.159001159331366[/C][/ROW]
[ROW][C]52[/C][C]9.57[/C][C]9.58355932196202[/C][C]-0.0135593219620155[/C][C]-0.0135593219620155[/C][C]-0.586398398089342[/C][/ROW]
[ROW][C]53[/C][C]9.53[/C][C]9.54360406084171[/C][C]-0.0136040608417077[/C][C]-0.0136040608417076[/C][C]-0.108274256889436[/C][/ROW]
[ROW][C]54[/C][C]9.65[/C][C]9.66337837830769[/C][C]-0.0133783783076945[/C][C]-0.0133783783076945[/C][C]0.547107797023694[/C][/ROW]
[ROW][C]55[/C][C]9.36[/C][C]9.37384485658802[/C][C]-0.0138448565880203[/C][C]-0.0138448565880204[/C][C]-1.13276543404889[/C][/ROW]
[ROW][C]56[/C][C]9.4[/C][C]9.34502463082422[/C][C]-0.0137438422939442[/C][C]0.0549753691757769[/C][C]-0.0621983975083834[/C][/ROW]
[ROW][C]57[/C][C]9.32[/C][C]9.33372093016602[/C][C]-0.0137209301660212[/C][C]-0.0137209301660212[/C][C]0.0098089617110202[/C][/ROW]
[ROW][C]58[/C][C]9.31[/C][C]9.32371517021223[/C][C]-0.0137151702122317[/C][C]-0.0137151702122316[/C][C]0.0152382633943004[/C][/ROW]
[ROW][C]59[/C][C]9.19[/C][C]9.20387944351868[/C][C]-0.013879443518683[/C][C]-0.0138794435186831[/C][C]-0.435267016406029[/C][/ROW]
[ROW][C]60[/C][C]9.39[/C][C]9.40354938265065[/C][C]-0.0135493826506485[/C][C]-0.0135493826506486[/C][C]0.875899021829392[/C][/ROW]
[ROW][C]61[/C][C]9.28[/C][C]9.22975903638124[/C][C]-0.0125602409046898[/C][C]0.0502409636187596[/C][C]-0.664799131100729[/C][/ROW]
[ROW][C]62[/C][C]9.28[/C][C]9.29191428566105[/C][C]-0.0119142856610492[/C][C]-0.0119142856610492[/C][C]0.300818539100113[/C][/ROW]
[ROW][C]63[/C][C]9.31[/C][C]9.32185449352771[/C][C]-0.0118544935277054[/C][C]-0.0118544935277053[/C][C]0.171661316326984[/C][/ROW]
[ROW][C]64[/C][C]9.28[/C][C]9.29188034182741[/C][C]-0.0118803418274083[/C][C]-0.0118803418274084[/C][C]-0.0743155858848894[/C][/ROW]
[ROW][C]65[/C][C]9.31[/C][C]9.32182076808397[/C][C]-0.0118207680839644[/C][C]-0.0118207680839645[/C][C]0.171522646806768[/C][/ROW]
[ROW][C]66[/C][C]9.35[/C][C]9.30287899881417[/C][C]-0.0117802502964585[/C][C]0.0471210011858343[/C][C]-0.0295153677837211[/C][/ROW]
[ROW][C]67[/C][C]9.19[/C][C]9.20249006617342[/C][C]-0.0124900661734219[/C][C]-0.0124900661734219[/C][C]-0.357233961973613[/C][/ROW]
[ROW][C]68[/C][C]9.07[/C][C]9.08263227508001[/C][C]-0.0126322750800115[/C][C]-0.0126322750800115[/C][C]-0.440333301084352[/C][/ROW]
[ROW][C]69[/C][C]8.96[/C][C]8.97276089822997[/C][C]-0.0127608982299688[/C][C]-0.0127608982299689[/C][C]-0.398793745982756[/C][/ROW]
[ROW][C]70[/C][C]8.69[/C][C]8.70310026379819[/C][C]-0.0131002637981859[/C][C]-0.0131002637981861[/C][C]-1.05358767087226[/C][/ROW]
[ROW][C]71[/C][C]8.58[/C][C]8.53095607254961[/C][C]-0.0122609818625968[/C][C]0.0490439274503881[/C][C]-0.65867825714128[/C][/ROW]
[ROW][C]72[/C][C]8.56[/C][C]8.57186419748505[/C][C]-0.0118641974850506[/C][C]-0.0118641974850508[/C][C]0.214603432510786[/C][/ROW]
[ROW][C]73[/C][C]8.47[/C][C]8.48196054249395[/C][C]-0.0119605424939453[/C][C]-0.0119605424939454[/C][C]-0.320038714906539[/C][/ROW]
[ROW][C]74[/C][C]8.46[/C][C]8.47195812803276[/C][C]-0.0119581280327552[/C][C]-0.0119581280327554[/C][C]0.00803024934888378[/C][/ROW]
[ROW][C]75[/C][C]8.75[/C][C]8.76158671582258[/C][C]-0.0115867158225817[/C][C]-0.011586715822582[/C][C]1.23680099121124[/C][/ROW]
[ROW][C]76[/C][C]8.95[/C][C]8.90068757557809[/C][C]-0.0123281061054766[/C][C]0.0493124244219066[/C][C]0.623634017160973[/C][/ROW]
[ROW][C]77[/C][C]9.33[/C][C]9.33917919071825[/C][C]-0.0091791907182535[/C][C]-0.00917919071825354[/C][C]1.82144230703556[/C][/ROW]
[ROW][C]78[/C][C]9.51[/C][C]9.51896073899766[/C][C]-0.00896073899765887[/C][C]-0.00896073899765876[/C][C]0.774894948012909[/C][/ROW]
[ROW][C]79[/C][C]9.561[/C][C]9.5698915801294[/C][C]-0.00889158012939898[/C][C]-0.00889158012939893[/C][C]0.245604733424242[/C][/ROW]
[ROW][C]80[/C][C]9.94[/C][C]9.9484447004304[/C][C]-0.00844470043039947[/C][C]-0.00844470043039948[/C][C]1.58884084981456[/C][/ROW]
[ROW][C]81[/C][C]9.9[/C][C]9.86755656120077[/C][C]-0.00811085969980872[/C][C]0.0324434387992344[/C][C]-0.299630270204852[/C][/ROW]
[ROW][C]82[/C][C]9.275[/C][C]9.28686956517704[/C][C]-0.0118695651770374[/C][C]-0.0118695651770373[/C][C]-2.31540759001238[/C][/ROW]
[ROW][C]83[/C][C]9.56[/C][C]9.57154723123114[/C][C]-0.0115472312311429[/C][C]-0.0115472312311429[/C][C]1.21604636369338[/C][/ROW]
[ROW][C]84[/C][C]9.779[/C][C]9.79029718000506[/C][C]-0.0112971800050594[/C][C]-0.0112971800050592[/C][C]0.944375309366972[/C][/ROW]
[ROW][C]85[/C][C]9.746[/C][C]9.75732069335275[/C][C]-0.0113206933527533[/C][C]-0.0113206933527533[/C][C]-0.0888998722407884[/C][/ROW]
[ROW][C]86[/C][C]9.991[/C][C]9.94231416416643[/C][C]-0.0121714589583922[/C][C]0.048685835833568[/C][C]0.811528804584363[/C][/ROW]
[ROW][C]87[/C][C]9.98[/C][C]9.99178974355192[/C][C]-0.0117897435519223[/C][C]-0.0117897435519219[/C][C]0.249484691591429[/C][/ROW]
[ROW][C]88[/C][C]10.195[/C][C]10.2065573770121[/C][C]-0.0115573770121425[/C][C]-0.0115573770121423[/C][C]0.929011665497067[/C][/ROW]
[ROW][C]89[/C][C]10.31[/C][C]10.3214278402909[/C][C]-0.0114278402909481[/C][C]-0.0114278402909477[/C][C]0.518424420218343[/C][/ROW]
[ROW][C]90[/C][C]10.25[/C][C]10.2614775050758[/C][C]-0.0114775050757678[/C][C]-0.0114775050757676[/C][C]-0.198969096236756[/C][/ROW]
[ROW][C]91[/C][C]9.871[/C][C]9.83192957758773[/C][C]-0.00976760560306741[/C][C]0.039070422412269[/C][C]-1.72740259029962[/C][/ROW]
[ROW][C]92[/C][C]10.06[/C][C]10.0683252426932[/C][C]-0.0083252426931655[/C][C]-0.00832524269316516[/C][C]0.996908869745305[/C][/ROW]
[ROW][C]93[/C][C]9.894[/C][C]9.90247817650192[/C][C]-0.00847817650192247[/C][C]-0.00847817650192225[/C][C]-0.645909704079504[/C][/ROW]
[ROW][C]94[/C][C]9.59[/C][C]9.59876453485716[/C][C]-0.00876453485715728[/C][C]-0.0087645348571571[/C][C]-1.21059646206025[/C][/ROW]
[ROW][C]95[/C][C]9.64[/C][C]9.6487076476019[/C][C]-0.00870764760190151[/C][C]-0.00870764760190163[/C][C]0.240727302467905[/C][/ROW]
[ROW][C]96[/C][C]9.89[/C][C]9.85188751202975[/C][C]-0.00952812199256252[/C][C]0.0381124879702493[/C][C]0.875111323328091[/C][/ROW]
[ROW][C]97[/C][C]9.53[/C][C]9.54120276494466[/C][C]-0.0112027649446637[/C][C]-0.0112027649446634[/C][C]-1.22037681599903[/C][/ROW]
[ROW][C]98[/C][C]9.388[/C][C]9.39932320438728[/C][C]-0.0113232043872775[/C][C]-0.0113232043872774[/C][C]-0.535819948634925[/C][/ROW]
[ROW][C]99[/C][C]9.16[/C][C]9.17152253906528[/C][C]-0.0115225390652804[/C][C]-0.0115225390652802[/C][C]-0.887631903430568[/C][/ROW]
[ROW][C]100[/C][C]9.418[/C][C]9.42927481614406[/C][C]-0.0112748161440576[/C][C]-0.0112748161440578[/C][C]1.10411871713543[/C][/ROW]
[ROW][C]101[/C][C]9.57[/C][C]9.52335144940752[/C][C]-0.0116621376481189[/C][C]0.0466485505924751[/C][C]0.434941614681724[/C][/ROW]
[ROW][C]102[/C][C]9.857[/C][C]9.86678333330649[/C][C]-0.00978333330649114[/C][C]-0.00978333330649083[/C][C]1.43975178874294[/C][/ROW]
[ROW][C]103[/C][C]9.877[/C][C]9.88675723047282[/C][C]-0.00975723047281469[/C][C]-0.00975723047281452[/C][C]0.122012201605504[/C][/ROW]
[ROW][C]104[/C][C]9.76[/C][C]9.76985113832678[/C][C]-0.00985113832678441[/C][C]-0.00985113832678398[/C][C]-0.439337373927413[/C][/ROW]
[ROW][C]105[/C][C]9.76[/C][C]9.76984251965811[/C][C]-0.00984251965810565[/C][C]-0.0098425196581057[/C][C]0.040356799074265[/C][/ROW]
[ROW][C]106[/C][C]9.695[/C][C]9.65707075074947[/C][C]-0.00948231231263276[/C][C]0.0379292492505304[/C][C]-0.424793405728943[/C][/ROW]
[ROW][C]107[/C][C]9.475[/C][C]9.48530125520316[/C][C]-0.0103012552031631[/C][C]-0.0103012552031628[/C][C]-0.658337201325969[/C][/ROW]
[ROW][C]108[/C][C]9.262[/C][C]9.27247073575857[/C][C]-0.01047073575857[/C][C]-0.01047073575857[/C][C]-0.830404665722781[/C][/ROW]
[ROW][C]109[/C][C]9.097[/C][C]9.10759983288792[/C][C]-0.0105998328879247[/C][C]-0.0105998328879244[/C][C]-0.63306690428771[/C][/ROW]
[ROW][C]110[/C][C]8.55[/C][C]8.56104757926999[/C][C]-0.0110475792699876[/C][C]-0.011047579269988[/C][C]-2.19749516973742[/C][/ROW]
[ROW][C]111[/C][C]8.16[/C][C]8.12153212530504[/C][C]-0.00961696867373935[/C][C]0.038467874694959[/C][C]-1.76774475818538[/C][/ROW]
[ROW][C]112[/C][C]7.532[/C][C]7.54435439996909[/C][C]-0.0123543999690858[/C][C]-0.0123543999690862[/C][C]-2.30343884800552[/C][/ROW]
[ROW][C]113[/C][C]7.325[/C][C]7.33750999197512[/C][C]-0.0125099919751163[/C][C]-0.012509991975117[/C][C]-0.797427669737596[/C][/ROW]
[ROW][C]114[/C][C]6.749[/C][C]6.76196006386539[/C][C]-0.0129600638653854[/C][C]-0.0129600638653859[/C][C]-2.30851695341803[/C][/ROW]
[ROW][C]115[/C][C]7.13[/C][C]7.14264565040738[/C][C]-0.0126456504073792[/C][C]-0.0126456504073803[/C][C]1.61398385694556[/C][/ROW]
[ROW][C]116[/C][C]6.995[/C][C]6.94675728932301[/C][C]-0.012060677669248[/C][C]0.048242710676995[/C][C]-0.755792088720503[/C][/ROW]
[ROW][C]117[/C][C]7.346[/C][C]7.35611417622097[/C][C]-0.0101141762209686[/C][C]-0.0101141762209692[/C][C]1.71103899455983[/C][/ROW]
[ROW][C]118[/C][C]7.73[/C][C]7.7398124042644[/C][C]-0.00981240426440133[/C][C]-0.00981240426440211[/C][C]1.61464139527788[/C][/ROW]
[ROW][C]119[/C][C]7.837[/C][C]7.84672302981606[/C][C]-0.00972302981605794[/C][C]-0.00972302981605797[/C][C]0.478567405278462[/C][/ROW]
[ROW][C]120[/C][C]7.514[/C][C]7.52396253820248[/C][C]-0.00996253820247588[/C][C]-0.00996253820247678[/C][C]-1.28346121784722[/C][/ROW]
[ROW][C]121[/C][C]7.58[/C][C]7.53983383695289[/C][C]-0.0100415407617759[/C][C]0.040166163047106[/C][C]0.106524472743346[/C][/ROW]
[ROW][C]122[/C][C]6.83[/C][C]6.84308455879344[/C][C]-0.0130845587934361[/C][C]-0.0130845587934366[/C][C]-2.78924768729918[/C][/ROW]
[ROW][C]123[/C][C]6.617[/C][C]6.63023144743469[/C][C]-0.0132314474346904[/C][C]-0.0132314474346914[/C][C]-0.819043729589656[/C][/ROW]
[ROW][C]124[/C][C]6.715[/C][C]6.72814977970548[/C][C]-0.0131497797054839[/C][C]-0.0131497797054844[/C][C]0.455709892124513[/C][/ROW]
[ROW][C]125[/C][C]6.63[/C][C]6.64320249446714[/C][C]-0.0132024944671344[/C][C]-0.0132024944671355[/C][C]-0.294366977325575[/C][/ROW]
[ROW][C]126[/C][C]6.891[/C][C]6.83577447438197[/C][C]-0.0138063814045072[/C][C]0.0552255256180318[/C][C]0.848293354303558[/C][/ROW]
[ROW][C]127[/C][C]7.002[/C][C]7.01498445226812[/C][C]-0.0129844522681176[/C][C]-0.012984452268118[/C][C]0.784266813365884[/C][/ROW]
[ROW][C]128[/C][C]7.09[/C][C]7.1029131355647[/C][C]-0.012913135564696[/C][C]-0.0129131355646968[/C][C]0.413734241954898[/C][/ROW]
[ROW][C]129[/C][C]7.36[/C][C]7.37271347915331[/C][C]-0.0127134791533057[/C][C]-0.012713479153306[/C][C]1.15909804174708[/C][/ROW]
[ROW][C]130[/C][C]7.477[/C][C]7.48962200279303[/C][C]-0.0126220027930327[/C][C]-0.0126220027930334[/C][C]0.531437597673539[/C][/ROW]
[ROW][C]131[/C][C]7.826[/C][C]7.77218131113552[/C][C]-0.01345467221612[/C][C]0.0538186888644812[/C][C]1.21659401651691[/C][/ROW]
[ROW][C]132[/C][C]7.79[/C][C]7.8032721088153[/C][C]-0.0132721088152974[/C][C]-0.0132721088152974[/C][C]0.181057312349967[/C][/ROW]
[ROW][C]133[/C][C]7.578[/C][C]7.59140720595382[/C][C]-0.0134072059538168[/C][C]-0.0134072059538172[/C][C]-0.814200778891568[/C][/ROW]
[ROW][C]134[/C][C]7.204[/C][C]7.21765217388403[/C][C]-0.013652173884034[/C][C]-0.0136521738840342[/C][C]-1.47737189715052[/C][/ROW]
[ROW][C]135[/C][C]7.198[/C][C]7.21164697892554[/C][C]-0.0136469789255358[/C][C]-0.0136469789255366[/C][C]0.0313514563900727[/C][/ROW]
[ROW][C]136[/C][C]7.685[/C][C]7.62576561463081[/C][C]-0.0148085963422977[/C][C]0.0592343853691919[/C][C]1.76267483935704[/C][/ROW]
[ROW][C]137[/C][C]7.795[/C][C]7.80902622947943[/C][C]-0.0140262294794285[/C][C]-0.0140262294794286[/C][C]0.805307654943339[/C][/ROW]
[ROW][C]138[/C][C]7.46[/C][C]7.47423656615693[/C][C]-0.0142365661569269[/C][C]-0.0142365661569273[/C][C]-1.31506602398926[/C][/ROW]
[ROW][C]139[/C][C]7.274[/C][C]7.28834905039628[/C][C]-0.0143490503962793[/C][C]-0.0143490503962794[/C][C]-0.703734464483318[/C][/ROW]
[ROW][C]140[/C][C]7.33[/C][C]7.34430301044193[/C][C]-0.0143030104419257[/C][C]-0.0143030104419263[/C][C]0.288228179978768[/C][/ROW]
[ROW][C]141[/C][C]7.655[/C][C]7.5950129534894[/C][C]-0.0149967616276508[/C][C]0.059987046510604[/C][C]1.09181594263032[/C][/ROW]
[ROW][C]142[/C][C]7.767[/C][C]7.78122974680727[/C][C]-0.0142297468072734[/C][C]-0.0142297468072736[/C][C]0.818323561945872[/C][/ROW]
[ROW][C]143[/C][C]7.84[/C][C]7.85417457302699[/C][C]-0.0141745730269858[/C][C]-0.0141745730269861[/C][C]0.357394264714498[/C][/ROW]
[ROW][C]144[/C][C]7.424[/C][C]7.43842857140004[/C][C]-0.0144285714000442[/C][C]-0.0144285714000441[/C][C]-1.64634355824714[/C][/ROW]
[ROW][C]145[/C][C]7.54[/C][C]7.55434617811442[/C][C]-0.0143461781144205[/C][C]-0.014346178114421[/C][C]0.534386992014764[/C][/ROW]
[ROW][C]146[/C][C]7.351[/C][C]7.29608067552957[/C][C]-0.013729831117608[/C][C]0.0549193244704337[/C][C]-1.00473224766435[/C][/ROW]
[ROW][C]147[/C][C]6.735[/C][C]6.75068807336448[/C][C]-0.0156880733644832[/C][C]-0.0156880733644836[/C][C]-2.16281132535752[/C][/ROW]
[ROW][C]148[/C][C]6.777[/C][C]6.79265281170602[/C][C]-0.0156528117060149[/C][C]-0.0156528117060158[/C][C]0.236359804544233[/C][/ROW]
[ROW][C]149[/C][C]6.679[/C][C]6.6947031154251[/C][C]-0.0157031154250965[/C][C]-0.0157031154250965[/C][C]-0.337393291729061[/C][/ROW]
[ROW][C]150[/C][C]7.34[/C][C]7.35528998776079[/C][C]-0.015289987760791[/C][C]-0.0152899877607917[/C][C]2.77259174194587[/C][/ROW]
[ROW][C]151[/C][C]6.978[/C][C]6.92093349466656[/C][C]-0.0142666263333591[/C][C]0.0570665053334387[/C][C]-1.72589397558965[/C][/ROW]
[ROW][C]152[/C][C]6.92[/C][C]6.93416863902703[/C][C]-0.0141686390270311[/C][C]-0.0141686390270314[/C][C]0.111905139483777[/C][/ROW]
[ROW][C]153[/C][C]6.628[/C][C]6.64233293906279[/C][C]-0.0143329390627844[/C][C]-0.0143329390627854[/C][C]-1.13834308397947[/C][/ROW]
[ROW][C]154[/C][C]6.385[/C][C]6.39946808507964[/C][C]-0.0144680850796368[/C][C]-0.0144680850796367[/C][C]-0.936905077798824[/C][/ROW]
[ROW][C]155[/C][C]5.984[/C][C]5.99869639690138[/C][C]-0.0146963969013769[/C][C]-0.0146963969013784[/C][C]-1.58371641103192[/C][/ROW]
[ROW][C]156[/C][C]6.268[/C][C]6.20710591000027[/C][C]-0.0152235224999313[/C][C]0.0608940899997283[/C][C]0.918700569363257[/C][/ROW]
[ROW][C]157[/C][C]6.596[/C][C]6.60978166186641[/C][C]-0.0137816618664141[/C][C]-0.0137816618664147[/C][C]1.70083091250631[/C][/ROW]
[ROW][C]158[/C][C]6.395[/C][C]6.40888888886401[/C][C]-0.0138888888640075[/C][C]-0.0138888888640085[/C][C]-0.767086501158116[/C][/ROW]
[ROW][C]159[/C][C]6.715[/C][C]6.72869776757708[/C][C]-0.0136977675770779[/C][C]-0.013697767577078[/C][C]1.36803746948719[/C][/ROW]
[ROW][C]160[/C][C]6.804[/C][C]6.8176390159939[/C][C]-0.013639015993901[/C][C]-0.013639015993902[/C][C]0.420781948069159[/C][/ROW]
[ROW][C]161[/C][C]6.929[/C][C]6.87380498876[/C][C]-0.0137987528099997[/C][C]0.0551950112400007[/C][C]0.287399094988817[/C][/ROW]
[ROW][C]162[/C][C]6.846[/C][C]6.85979944442047[/C][C]-0.0137994444204651[/C][C]-0.0137994444204657[/C][C]-0.000841814124235647[/C][/ROW]
[ROW][C]163[/C][C]6.992[/C][C]7.00571071624493[/C][C]-0.0137107162449278[/C][C]-0.0137107162449284[/C][C]0.654749265152582[/C][/ROW]
[ROW][C]164[/C][C]6.774[/C][C]6.78782408432673[/C][C]-0.0138240843267259[/C][C]-0.0138240843267258[/C][C]-0.837038448544481[/C][/ROW]
[ROW][C]165[/C][C]6.75[/C][C]6.76382972820674[/C][C]-0.0138297282067346[/C][C]-0.0138297282067356[/C][C]-0.0416939832704178[/C][/ROW]
[ROW][C]166[/C][C]6.485[/C][C]6.43249862570875[/C][C]-0.0131253435728121[/C][C]0.0525013742912515[/C][C]-1.30702668387578[/C][/ROW]
[ROW][C]167[/C][C]6.27[/C][C]6.28356603771297[/C][C]-0.013566037712974[/C][C]-0.0135660377129747[/C][C]-0.552961241002825[/C][/ROW]
[ROW][C]168[/C][C]6.47[/C][C]6.48345096980492[/C][C]-0.0134509698049175[/C][C]-0.0134509698049186[/C][C]0.875055340735881[/C][/ROW]
[ROW][C]169[/C][C]6.78[/C][C]6.79327679049999[/C][C]-0.0132767904999849[/C][C]-0.0132767904999848[/C][C]1.32529283545076[/C][/ROW]
[ROW][C]170[/C][C]6.71[/C][C]6.7233073196762[/C][C]-0.0133073196761983[/C][C]-0.0133073196761993[/C][C]-0.232415052269877[/C][/ROW]
[ROW][C]171[/C][C]6.141[/C][C]6.09308324447699[/C][C]-0.0119791888807523[/C][C]0.0479167555230131[/C][C]-2.53926988917288[/C][/ROW]
[ROW][C]172[/C][C]6.72[/C][C]6.72993455495755[/C][C]-0.00993455495755256[/C][C]-0.00993455495755332[/C][C]2.6423244764519[/C][/ROW]
[ROW][C]173[/C][C]6.68[/C][C]6.68995028779114[/C][C]-0.00995028779114398[/C][C]-0.00995028779114488[/C][C]-0.123189682364369[/C][/ROW]
[ROW][C]174[/C][C]6.371[/C][C]6.38110669454414[/C][C]-0.0101066945441353[/C][C]-0.0101066945441354[/C][C]-1.22532176224409[/C][/ROW]
[ROW][C]175[/C][C]6.097[/C][C]6.10724464190693[/C][C]-0.0102446419069289[/C][C]-0.0102446419069304[/C][C]-1.08127258148061[/C][/ROW]
[ROW][C]176[/C][C]6.27[/C][C]6.22792638679709[/C][C]-0.0105184033007251[/C][C]0.0420736132029045[/C][C]0.538835462123236[/C][/ROW]
[ROW][C]177[/C][C]6.447[/C][C]6.4567852417147[/C][C]-0.00978524171470336[/C][C]-0.00978524171470431[/C][C]0.975026011849779[/C][/ROW]
[ROW][C]178[/C][C]6.37[/C][C]6.37981943029974[/C][C]-0.00981943029973809[/C][C]-0.00981943029973918[/C][C]-0.275406711952414[/C][/ROW]
[ROW][C]179[/C][C]6.446[/C][C]6.4557758006962[/C][C]-0.00977580069619809[/C][C]-0.00977580069619833[/C][C]0.351637806650081[/C][/ROW]
[ROW][C]180[/C][C]6.54[/C][C]6.54972306909024[/C][C]-0.00972306909023714[/C][C]-0.00972306909023844[/C][C]0.425212560005232[/C][/ROW]
[ROW][C]181[/C][C]6.374[/C][C]6.33676008070387[/C][C]-0.00930997982403147[/C][C]0.0372399192961298[/C][C]-0.836349225609162[/C][/ROW]
[ROW][C]182[/C][C]6.33[/C][C]6.33927475246089[/C][C]-0.00927475246088544[/C][C]-0.0092747524608865[/C][C]0.0481721204727062[/C][/ROW]
[ROW][C]183[/C][C]6.63[/C][C]6.63912172190572[/C][C]-0.00912172190572371[/C][C]-0.00912172190572477[/C][C]1.26723556939794[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147328&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147328&T=1

As an alternative you can also use a QR Code:  

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

Structural Time Series Model
tObservedLevelSlopeSeasonalStand. Residuals
19.829.82000
29.949.92200000140750.0179999985924980.0179999985924980.155525554113348
39.99.88341463541160.01658536458840480.0165853645884048-0.234793683513016
49.89.786190477218890.01380952278111540.0138095227811154-0.472097474548688
59.869.845116280152390.01488371984760420.01488371984760420.187095449785367
610.510.3698305153753-0.03254237115617350.1301694846246942.44758598860638
710.3310.3609473674021-0.0309473674021376-0.03094736740213760.0815677804398995
810.1610.1923958322778-0.0323958322778394-0.0323958322778393-0.566925197701777
99.919.94463917414078-0.0346391741407823-0.0346391741407823-0.887232244662372
109.969.9937755091261-0.0337755091260943-0.03377550912609430.345115611232864
1110.039.90403509117537-0.03149122720615780.125964908824631-0.247386243444607
129.559.59313333243392-0.0431333324339196-0.0431333324339196-1.03991703893067
139.519.55311258188843-0.0431125818884294-0.04311258188842940.0127992342812889
149.89.84092105178952-0.0409210517895229-0.04092105178952291.36074915963071
1510.0810.1188235286181-0.0388235286180921-0.03882352861809211.31097570663709
1610.210.0480473400904-0.0379881649774020.151952659909608-0.13763377187243
1710.2310.2604390239258-0.0304390239258197-0.03043902392581970.959813686019386
1810.210.2304368927417-0.0304368927417462-0.03043689274174610.00179494798469857
1910.0710.100917873929-0.0309178739289628-0.0309178739289628-0.407068257330094
2010.0110.0410576918407-0.0310576918406634-0.0310576918406634-0.118904972420479
2110.059.93178571593638-0.02955357101590430.118214284063617-0.33265861440742
229.929.94846153811915-0.0284615381191469-0.02846153811914690.180017828354633
2310.0310.057931034148-0.0279310341480364-0.02793103414803640.566390461072526
2410.1810.2072519080716-0.0272519080716094-0.02725190807160940.727849636433581
2510.110.1274524711564-0.0274524711564044-0.0274524711564044-0.215774383429978
2610.1610.0530465961811-0.02673835095472390.106953403818896-0.198203658708227
2710.1510.173873015636-0.0238730156359687-0.02387301563596860.580232357549849
2810.1310.1538607592575-0.0238607592574952-0.02386075925749510.0158482511298314
2910.0910.1139116716884-0.0239116716883572-0.0239116716883572-0.066041566861787
3010.1810.2035534588878-0.0235534588878291-0.02355345888782910.466127424079902
3110.069.9760479049778-0.02098802375555020.0839520950222009-0.856659435298253
329.659.67559459437823-0.0255945943782308-0.0255945943782308-1.10616761874991
339.749.76528301865477-0.0252830186547707-0.02528301865477070.473120527162505
349.539.55577956967572-0.0257795696757173-0.0257795696757173-0.756036331372957
359.59.52579088450223-0.0257908845022291-0.0257908845022291-0.017274049006186
3698.92164524484596-0.01958868878851040.0783547551540422-2.42066702308401
379.159.16581176458951-0.0158117645895153-0.01581176458951531.04900279649497
389.329.33537558674157-0.0153755867415687-0.01537558674156880.760647131183173
399.629.6346370022347-0.0146370022347036-0.01463700223470361.2910387927964
409.599.60467289708903-0.0146728970890331-0.0146728970890331-0.0628909824159171
419.379.32135135169406-0.01216216207648460.0486486483059388-1.12143632321228
429.359.36149999992506-0.0114999999250631-0.01149999992506310.208807247258161
439.329.33153846146343-0.0115384614634303-0.0115384614634304-0.0757425930531004
449.499.50116182565371-0.0111618256537096-0.01116182565370970.743255322724049
459.529.53107660448314-0.0110766044831358-0.01107660448313590.16852523485431
469.599.54486973976184-0.01128256505953980.04513026023815950.103602039907561
479.359.36321495319377-0.0132149531937687-0.0132149531937687-0.682009833588939
489.29.21347014917513-0.013470149175127-0.013470149175127-0.560084402012388
499.579.58275605206723-0.0127560520672284-0.01275605206722841.57017179870303
509.789.79234200736319-0.0123420073631909-0.01234200736319090.912107182670362
519.799.7417689533409-0.01205776166477570.0482310466591028-0.159001159331366
529.579.58355932196202-0.0135593219620155-0.0135593219620155-0.586398398089342
539.539.54360406084171-0.0136040608417077-0.0136040608417076-0.108274256889436
549.659.66337837830769-0.0133783783076945-0.01337837830769450.547107797023694
559.369.37384485658802-0.0138448565880203-0.0138448565880204-1.13276543404889
569.49.34502463082422-0.01374384229394420.0549753691757769-0.0621983975083834
579.329.33372093016602-0.0137209301660212-0.01372093016602120.0098089617110202
589.319.32371517021223-0.0137151702122317-0.01371517021223160.0152382633943004
599.199.20387944351868-0.013879443518683-0.0138794435186831-0.435267016406029
609.399.40354938265065-0.0135493826506485-0.01354938265064860.875899021829392
619.289.22975903638124-0.01256024090468980.0502409636187596-0.664799131100729
629.289.29191428566105-0.0119142856610492-0.01191428566104920.300818539100113
639.319.32185449352771-0.0118544935277054-0.01185449352770530.171661316326984
649.289.29188034182741-0.0118803418274083-0.0118803418274084-0.0743155858848894
659.319.32182076808397-0.0118207680839644-0.01182076808396450.171522646806768
669.359.30287899881417-0.01178025029645850.0471210011858343-0.0295153677837211
679.199.20249006617342-0.0124900661734219-0.0124900661734219-0.357233961973613
689.079.08263227508001-0.0126322750800115-0.0126322750800115-0.440333301084352
698.968.97276089822997-0.0127608982299688-0.0127608982299689-0.398793745982756
708.698.70310026379819-0.0131002637981859-0.0131002637981861-1.05358767087226
718.588.53095607254961-0.01226098186259680.0490439274503881-0.65867825714128
728.568.57186419748505-0.0118641974850506-0.01186419748505080.214603432510786
738.478.48196054249395-0.0119605424939453-0.0119605424939454-0.320038714906539
748.468.47195812803276-0.0119581280327552-0.01195812803275540.00803024934888378
758.758.76158671582258-0.0115867158225817-0.0115867158225821.23680099121124
768.958.90068757557809-0.01232810610547660.04931242442190660.623634017160973
779.339.33917919071825-0.0091791907182535-0.009179190718253541.82144230703556
789.519.51896073899766-0.00896073899765887-0.008960738997658760.774894948012909
799.5619.5698915801294-0.00889158012939898-0.008891580129398930.245604733424242
809.949.9484447004304-0.00844470043039947-0.008444700430399481.58884084981456
819.99.86755656120077-0.008110859699808720.0324434387992344-0.299630270204852
829.2759.28686956517704-0.0118695651770374-0.0118695651770373-2.31540759001238
839.569.57154723123114-0.0115472312311429-0.01154723123114291.21604636369338
849.7799.79029718000506-0.0112971800050594-0.01129718000505920.944375309366972
859.7469.75732069335275-0.0113206933527533-0.0113206933527533-0.0888998722407884
869.9919.94231416416643-0.01217145895839220.0486858358335680.811528804584363
879.989.99178974355192-0.0117897435519223-0.01178974355192190.249484691591429
8810.19510.2065573770121-0.0115573770121425-0.01155737701214230.929011665497067
8910.3110.3214278402909-0.0114278402909481-0.01142784029094770.518424420218343
9010.2510.2614775050758-0.0114775050757678-0.0114775050757676-0.198969096236756
919.8719.83192957758773-0.009767605603067410.039070422412269-1.72740259029962
9210.0610.0683252426932-0.0083252426931655-0.008325242693165160.996908869745305
939.8949.90247817650192-0.00847817650192247-0.00847817650192225-0.645909704079504
949.599.59876453485716-0.00876453485715728-0.0087645348571571-1.21059646206025
959.649.6487076476019-0.00870764760190151-0.008707647601901630.240727302467905
969.899.85188751202975-0.009528121992562520.03811248797024930.875111323328091
979.539.54120276494466-0.0112027649446637-0.0112027649446634-1.22037681599903
989.3889.39932320438728-0.0113232043872775-0.0113232043872774-0.535819948634925
999.169.17152253906528-0.0115225390652804-0.0115225390652802-0.887631903430568
1009.4189.42927481614406-0.0112748161440576-0.01127481614405781.10411871713543
1019.579.52335144940752-0.01166213764811890.04664855059247510.434941614681724
1029.8579.86678333330649-0.00978333330649114-0.009783333306490831.43975178874294
1039.8779.88675723047282-0.00975723047281469-0.009757230472814520.122012201605504
1049.769.76985113832678-0.00985113832678441-0.00985113832678398-0.439337373927413
1059.769.76984251965811-0.00984251965810565-0.00984251965810570.040356799074265
1069.6959.65707075074947-0.009482312312632760.0379292492505304-0.424793405728943
1079.4759.48530125520316-0.0103012552031631-0.0103012552031628-0.658337201325969
1089.2629.27247073575857-0.01047073575857-0.01047073575857-0.830404665722781
1099.0979.10759983288792-0.0105998328879247-0.0105998328879244-0.63306690428771
1108.558.56104757926999-0.0110475792699876-0.011047579269988-2.19749516973742
1118.168.12153212530504-0.009616968673739350.038467874694959-1.76774475818538
1127.5327.54435439996909-0.0123543999690858-0.0123543999690862-2.30343884800552
1137.3257.33750999197512-0.0125099919751163-0.012509991975117-0.797427669737596
1146.7496.76196006386539-0.0129600638653854-0.0129600638653859-2.30851695341803
1157.137.14264565040738-0.0126456504073792-0.01264565040738031.61398385694556
1166.9956.94675728932301-0.0120606776692480.048242710676995-0.755792088720503
1177.3467.35611417622097-0.0101141762209686-0.01011417622096921.71103899455983
1187.737.7398124042644-0.00981240426440133-0.009812404264402111.61464139527788
1197.8377.84672302981606-0.00972302981605794-0.009723029816057970.478567405278462
1207.5147.52396253820248-0.00996253820247588-0.00996253820247678-1.28346121784722
1217.587.53983383695289-0.01004154076177590.0401661630471060.106524472743346
1226.836.84308455879344-0.0130845587934361-0.0130845587934366-2.78924768729918
1236.6176.63023144743469-0.0132314474346904-0.0132314474346914-0.819043729589656
1246.7156.72814977970548-0.0131497797054839-0.01314977970548440.455709892124513
1256.636.64320249446714-0.0132024944671344-0.0132024944671355-0.294366977325575
1266.8916.83577447438197-0.01380638140450720.05522552561803180.848293354303558
1277.0027.01498445226812-0.0129844522681176-0.0129844522681180.784266813365884
1287.097.1029131355647-0.012913135564696-0.01291313556469680.413734241954898
1297.367.37271347915331-0.0127134791533057-0.0127134791533061.15909804174708
1307.4777.48962200279303-0.0126220027930327-0.01262200279303340.531437597673539
1317.8267.77218131113552-0.013454672216120.05381868886448121.21659401651691
1327.797.8032721088153-0.0132721088152974-0.01327210881529740.181057312349967
1337.5787.59140720595382-0.0134072059538168-0.0134072059538172-0.814200778891568
1347.2047.21765217388403-0.013652173884034-0.0136521738840342-1.47737189715052
1357.1987.21164697892554-0.0136469789255358-0.01364697892553660.0313514563900727
1367.6857.62576561463081-0.01480859634229770.05923438536919191.76267483935704
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1387.467.47423656615693-0.0142365661569269-0.0142365661569273-1.31506602398926
1397.2747.28834905039628-0.0143490503962793-0.0143490503962794-0.703734464483318
1407.337.34430301044193-0.0143030104419257-0.01430301044192630.288228179978768
1417.6557.5950129534894-0.01499676162765080.0599870465106041.09181594263032
1427.7677.78122974680727-0.0142297468072734-0.01422974680727360.818323561945872
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1457.547.55434617811442-0.0143461781144205-0.0143461781144210.534386992014764
1467.3517.29608067552957-0.0137298311176080.0549193244704337-1.00473224766435
1476.7356.75068807336448-0.0156880733644832-0.0156880733644836-2.16281132535752
1486.7776.79265281170602-0.0156528117060149-0.01565281170601580.236359804544233
1496.6796.6947031154251-0.0157031154250965-0.0157031154250965-0.337393291729061
1507.347.35528998776079-0.015289987760791-0.01528998776079172.77259174194587
1516.9786.92093349466656-0.01426662633335910.0570665053334387-1.72589397558965
1526.926.93416863902703-0.0141686390270311-0.01416863902703140.111905139483777
1536.6286.64233293906279-0.0143329390627844-0.0143329390627854-1.13834308397947
1546.3856.39946808507964-0.0144680850796368-0.0144680850796367-0.936905077798824
1555.9845.99869639690138-0.0146963969013769-0.0146963969013784-1.58371641103192
1566.2686.20710591000027-0.01522352249993130.06089408999972830.918700569363257
1576.5966.60978166186641-0.0137816618664141-0.01378166186641471.70083091250631
1586.3956.40888888886401-0.0138888888640075-0.0138888888640085-0.767086501158116
1596.7156.72869776757708-0.0136977675770779-0.0136977675770781.36803746948719
1606.8046.8176390159939-0.013639015993901-0.0136390159939020.420781948069159
1616.9296.87380498876-0.01379875280999970.05519501124000070.287399094988817
1626.8466.85979944442047-0.0137994444204651-0.0137994444204657-0.000841814124235647
1636.9927.00571071624493-0.0137107162449278-0.01371071624492840.654749265152582
1646.7746.78782408432673-0.0138240843267259-0.0138240843267258-0.837038448544481
1656.756.76382972820674-0.0138297282067346-0.0138297282067356-0.0416939832704178
1666.4856.43249862570875-0.01312534357281210.0525013742912515-1.30702668387578
1676.276.28356603771297-0.013566037712974-0.0135660377129747-0.552961241002825
1686.476.48345096980492-0.0134509698049175-0.01345096980491860.875055340735881
1696.786.79327679049999-0.0132767904999849-0.01327679049998481.32529283545076
1706.716.7233073196762-0.0133073196761983-0.0133073196761993-0.232415052269877
1716.1416.09308324447699-0.01197918888075230.0479167555230131-2.53926988917288
1726.726.72993455495755-0.00993455495755256-0.009934554957553322.6423244764519
1736.686.68995028779114-0.00995028779114398-0.00995028779114488-0.123189682364369
1746.3716.38110669454414-0.0101066945441353-0.0101066945441354-1.22532176224409
1756.0976.10724464190693-0.0102446419069289-0.0102446419069304-1.08127258148061
1766.276.22792638679709-0.01051840330072510.04207361320290450.538835462123236
1776.4476.4567852417147-0.00978524171470336-0.009785241714704310.975026011849779
1786.376.37981943029974-0.00981943029973809-0.00981943029973918-0.275406711952414
1796.4466.4557758006962-0.00977580069619809-0.009775800696198330.351637806650081
1806.546.54972306909024-0.00972306909023714-0.009723069090238440.425212560005232
1816.3746.33676008070387-0.009309979824031470.0372399192961298-0.836349225609162
1826.336.33927475246089-0.00927475246088544-0.00927475246088650.0481721204727062
1836.636.63912172190572-0.00912172190572371-0.009121721905724771.26723556939794



Parameters (Session):
par1 = 5 ;
Parameters (R input):
par1 = 5 ;
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')