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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 computationSun, 14 Dec 2014 15:41:37 +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/14/t14185717072a1ez4q2bp5k4cg.htm/, Retrieved Thu, 16 May 2024 13:02:47 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=267699, Retrieved Thu, 16 May 2024 13:02:47 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact85

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] [] [2014-12-14 15:41:37] [42cc6d0d468769986f2f8c7c7fdc2d20] [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
8.1

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time5 seconds
R Server'Sir Maurice George Kendall' @ kendall.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 & 5 seconds \tabularnewline
R Server & 'Sir Maurice George Kendall' @ kendall.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=267699&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]5 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Maurice George Kendall' @ kendall.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=267699&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267699&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 time5 seconds
R Server'Sir Maurice George Kendall' @ kendall.wessa.net






Structural Time Series Model
tObservedLevelSlopeSeasonalStand. Residuals
112.912.9000
212.212.7797707968617-0.029305089933039-0.0293050899781313-0.227256213568788
312.812.7670116996678-0.0262103147753955-0.02621031477539560.0250108812451525
47.411.5200440546965-0.212280324366836-0.212280324366838-1.66840194634814
56.710.2656264267115-0.346533811926882-0.346533811926882-1.37711963498703
612.610.6372895131069-0.266367474146752-0.2663674741467510.951047261723077
714.811.4676951029633-0.158339127506614-0.1583391275066151.48215216304265
813.311.7997859539352-0.115108100880049-0.1151081008800480.682099437407762
911.111.5803061634341-0.123435543162111-0.123435543162111-0.149867363404489
108.210.778944219164-0.172851944784349-0.172851944784349-1.00523615879251
1111.410.8098425586123-0.159176144328198-0.1591761443281980.311600735387579
126.49.80941819302489-0.211518668319023-0.211518668319024-1.32426463384008
1310.69.48606240013299-0.2012437101221132.21368081241172-0.441865844122633
14129.95313649924757-0.162661745953464-0.1626617473093970.929344010488475
156.39.0716591988815-0.20106156647033-0.20106156647033-1.07077474948822
1611.39.41289393778838-0.174109977152684-0.1741099771526850.852470864408347
1711.99.80181428534987-0.147945924592411-0.147945924592410.923890957269992
189.39.61420851467419-0.149677276955363-0.149677276955362-0.067387233666617
199.69.51807785136913-0.147471798035769-0.147471798035770.0936324226904335
20109.51343704488809-0.141899360816022-0.1418993608160210.255808056977561
216.48.86051527926186-0.160852247781488-0.160852247781488-0.933897426112605
2213.89.6354218649239-0.127752340761818-0.1277523407618181.7397632341782
2310.89.75694906163823-0.119317915390982-0.119317915390980.470360052943686
2413.810.3807090836611-0.0952042791161858-0.09520427911618431.42017065854331
2511.710.3292357944617-0.09646842239276291.06115264739910.123449685470465
2610.910.3749092292719-0.091623380315538-0.09162338148937750.251249533349967
2716.111.3536437733279-0.0572133505824219-0.05721335058241891.95036683735159
2813.411.6793785270905-0.0455538959205168-0.0455538959205140.715194381562015
299.911.3399664573692-0.0540604032539241-0.0540604032539195-0.560001969498724
3011.511.3318871889822-0.0527903002437316-0.05279030024372690.0891035384837176
318.310.7835693340701-0.0658946552772182-0.0658946552772158-0.973779114890376
3211.710.8933033154444-0.0614345295824467-0.06143452958244360.34923721329551
33910.5379037318459-0.0686231138493488-0.0686231138493458-0.590464632079815
349.710.3538435639647-0.071348098077913-0.0713480980779112-0.233884141606906
3510.810.3788605931642-0.0691473198393254-0.06914731983932240.196711608932698
3610.310.3193825312967-0.0689332508005707-0.06893325080056860.019867546798403
3710.410.1726968473103-0.06757215023429760.743293653697152-0.205177380967279
3812.710.5616679860516-0.0564633903839873-0.0564633918470520.884991615439093
399.310.3114568944338-0.0609427920127704-0.0609427920127682-0.382553336713617
4011.810.5184625077006-0.055033482106121-0.0550334821061180.537116352219405
415.99.72171395260674-0.0706940835574077-0.0706940835574057-1.5055226734273
4211.49.94758298675513-0.0646791409312217-0.06467914093121860.608282029747965
431310.3973559235527-0.0546253085333166-0.05462530853331351.06452081288992
4410.810.4249411594397-0.0530729547794058-0.0530729547794020.171388101097358
4512.310.6882198404928-0.0472867454575938-0.04728674545758880.663740384498674
4611.310.7531613637306-0.0452939651499158-0.04529396514991150.236767558430133
4711.810.8878071520987-0.0421859300724765-0.04218593007247050.381437759622459
487.910.3880329537048-0.0498880294441691-0.0498880294441655-0.974063895867183
4912.710.5771512844625-0.05288759647262110.5817635623893860.611961672044942
5012.310.8247847263383-0.0471951465358478-0.04719514796440540.610843115237283
5111.610.9188223054312-0.0446430054724255-0.04464300547241820.290855608617569
526.710.2100168670236-0.0561366607468174-0.0561366607468141-1.38262973052559
5310.910.2818653140881-0.0540080228711017-0.05400802287109520.268836955258555
5412.110.5330546696111-0.0491136685034792-0.04911366850347160.64591497466002
5513.310.9353250235243-0.042113361595655-0.04211336159564720.961381943950933
5610.110.775458976642-0.0438841077235851-0.0438841077235775-0.252152002865951
575.79.95289768407368-0.0552655307441272-0.0552655307441222-1.67514945648803
5814.310.5910528589714-0.0453932525800131-0.04539325258000631.49768544296977
59810.1579378728278-0.050780260969669-0.0507802609696626-0.840317215918535
6013.310.6087803361954-0.0439671743453097-0.04396717434530241.09046134040167
619.310.3301328133163-0.04167242904260690.458396721091884-0.590618719130498
6212.510.6492230701116-0.0360769192473786-0.03607692116511130.754869321666911
637.610.1408404415568-0.0430832731595856-0.0430832731595804-0.998323251962734
6415.911.0180943254737-0.0299756795347174-0.02997567953470881.96168792446458
659.210.7130464267924-0.0337501489260788-0.0337501489260703-0.590413512316252
669.110.438765081667-0.0369402665201894-0.0369402665201816-0.519300655691576
6711.110.5157186082404-0.0354759904408664-0.03547599044085960.247109955300395
681310.8746288583889-0.0305480291308339-0.03054802913082490.859276896236592
6914.511.411216523363-0.0236445079761888-0.02364450797617671.24009927919627
7012.211.5158353240232-0.0221203544705518-0.02212035447054020.281328402787928
7112.311.6204935175412-0.0206469665015916-0.02064696650157810.27881727936015
7211.411.5724800577401-0.0209585291704572-0.0209585291704449-0.060326382428912
738.811.1465608636457-0.01771535632436380.194868921698306-1.00785777002971
7414.611.6776579249606-0.0105084847693698-0.01050848735692061.17108647181471
7512.611.8144371682675-0.00865535134784186-0.008655351347830930.31689109407509
761311.9924279096822-0.00639681643060297-0.006396816430590290.404318781622967
7712.612.0817954478262-0.00527841837488146-0.005278418374868080.208630014520213
7813.212.2500078203802-0.00331670698363072-0.003316706983616460.379768995274305
799.911.8878294793246-0.00725674754633468-0.00725674754632365-0.788710915133592
807.711.2434595008494-0.0140664288136973-0.0140664288136896-1.405051558581
8110.511.120478564762-0.0152023130889715-0.015202313088964-0.240896577607784
8213.411.4561790972091-0.011624118222941-0.01162411822293250.778078574504269
8310.911.3637569306276-0.0124311588401471-0.0124311588401378-0.179548637543856
844.310.2859892609824-0.0228710270712608-0.0228710270712591-2.37186820786726
8510.310.2337227963199-0.02267168794020080.249388570109146-0.0725896688732971
8611.810.4613447386721-0.019821883287974-0.01982188626650260.541700433811768
8711.210.5616366840104-0.0185098684077863-0.01850986840778310.261767438176902
8811.410.6775190459601-0.0170961974288187-0.01709619742881230.294572650391718
898.610.3480878821697-0.0202711333835809-0.0202711333835776-0.687890563446486
9013.210.7683319300259-0.0159301289877925-0.01593012898778640.974103119253501
9112.611.0353386873774-0.0132194700092816-0.01321947000927470.627778886128182
925.610.203043486315-0.0208680075216324-0.0208680075216307-1.82260239519946
939.910.1426938852811-0.0212281803421173-0.0212281803421154-0.0880705619398056
948.89.92538703446221-0.0229791964300197-0.0229791964300201-0.438312752263036
957.79.57429084609505-0.0258527000587278-0.0258527000587294-0.734810579475628
9699.46987546569844-0.0265284872487943-0.0265284872487975-0.176218761227111
977.39.1079154748324-0.02455609998326580.270117103197221-0.823553029866077
9811.49.44345957752341-0.020937195726891-0.02093719941587990.787728131366088
9913.610.0647707067372-0.0147389525774314-0.0147389525774351.41337211694685
1007.99.72486018201302-0.0177640343642055-0.017764034364207-0.719152443258184
10110.79.86042610002632-0.0163842243373871-0.01638422433738920.34051175158975
10210.39.91547546366165-0.0157604420130798-0.0157604420130820.159189603430619
1038.39.66080748195649-0.0177906224723835-0.0177906224723879-0.533966125470646
1049.69.63922059368334-0.0178220958255529-0.0178220958255569-0.00850588471028139
10514.210.3117740736887-0.0122252881210327-0.01222528812103151.55013335103741
1068.510.0315401057398-0.0143541520047368-0.0143541520047384-0.602868512330112
10713.510.5408361669933-0.0102713532641478-0.01027135326414411.17976850379997
1084.99.69005067477337-0.0167139453585016-0.0167139453585057-1.89623494017933
1096.49.19490342069707-0.01423068071138750.156537491871355-1.16944631882608
1109.69.24685508023958-0.0136354208212001-0.0136354249242230.145991716169938
11111.69.5948494475357-0.0105094730888185-0.01050947308883110.801930372443447
11211.19.81527341444216-0.008583703930112-0.008583703930115880.514344811825702
1134.358.9850354891381-0.0152167572457875-0.0152167572458015-1.83669420017941
11412.79.53311034654358-0.010800722712004-0.0108007227120141.2630088397438
11518.110.8109541127484-0.000961982766342176-0.000961982766341452.89683691242617
11617.8511.86434151442050.006897638207545210.006897638207555922.37532721997769
11716.612.57711558038070.01204683141552670.01204683141554271.59322037285243
11812.612.58898190339570.0120455402778620.0120455402778774-0.00040807261631432
11917.113.26996962873970.01674553675034920.01674553675037181.51434817345065
12019.114.14996581618840.02271254380586220.02271254380589131.95655229729543
12116.114.47508576626220.0213077121028473-0.234384829993910.73658245977117
12213.3514.31922769911640.01986568925681870.0198656862728458-0.393446894632219
12318.414.94958760021330.02464431849649350.02464431849653081.36215715440016
12414.714.92923967445650.0243043520384820.024304352038523-0.100779917197316
12510.614.29645981070360.01949482707979570.0194948270798295-1.47661464772301
12612.614.0561218716190.01764673455100820.0176467345510398-0.585493730090492
12716.214.38880723116490.01983033011862470.01983033011865860.71152287241515
12813.614.28507757080980.01899363823407190.018993638234105-0.279606810582172
12918.914.9856568961950.02351289636126960.02351289636130921.54493471281436
13014.114.87045669759210.022610512904670.0226105129047075-0.314864405306063
13114.514.83131444182320.02221567120357250.0222156712036106-0.140343787796342
13216.1515.04264996786140.02340600901910770.02340600901914660.43026208684015
13314.7515.05789338022890.0234403255831238-0.257843578499258-0.0198250412362403
13414.815.03532385868960.02309833684533390.0230983339700079-0.10274376910118
13512.4514.66269085593230.02026812104285960.0202681210428931-0.887453008331556
13612.6514.37518045686690.01814212161491370.0181421216149475-0.692642256576811
13717.3514.83263265175930.0210832045387310.02108320453876810.991548763694122
1388.613.91773574251350.01499094177164830.0149909417716765-2.11775729517343
13918.414.59559776244560.01919767681669150.01919767681672541.50292614602975
14016.114.83271057091790.02054945723888690.02054945723892340.494945703813397
14111.614.36728596094990.0175961274357270.0175961274357585-1.1054312037277
14217.7514.88121933073920.02055701132516070.02055701132519661.13044740934381
14315.2514.95031082413130.0208417221907170.02084172219075470.110662651560279
14417.6515.36451953989040.02311436823050340.02311436823054420.897761568818604
14516.3515.55755311499510.0224619896631762-0.2470818835646930.41171632087473
14617.6515.88782470103390.02456720197129990.02456719897057260.690544885767148
14713.615.56230633736090.02226237551993820.0222623755199822-0.788424731218518
14814.3515.39683986621030.02106813018034350.021068130180387-0.424137809225536
14914.7515.31524825848770.02043489291212370.0204348929121664-0.232560024426471
15018.2515.76600146609560.02301669914467660.02301669914472450.977003730941724
1519.914.91141390884690.01788067675080860.0178806767508455-1.99629005322959
1521615.08535224288050.01877378613037650.01877378613041550.355551988563627
15318.2515.56707428085860.0213704698133830.02137046981342751.05618562607631
15416.8515.77185212665850.02238073209104630.0223807320910920.418917864908624
15514.615.61447508426280.0214066460783550.0214066460783998-0.410991680594101
15613.8515.36906001586690.01998204835576750.019982048355808-0.610577202718014
15718.9515.91818756019060.0181126751896655-0.1992394244413221.27956737481715
15815.615.88320951981110.01777642397299990.0177764213742089-0.119571997087419
15914.8515.7414036701960.0168031299842260.0168031299842788-0.36069038353659
16011.7515.15882318986320.0132694497303440.0132694497303887-1.35872313874287
16118.4515.65715894381970.01604335502911290.0160433550291661.10227826148327
16215.915.70445792204920.01621727518506140.01621727518511520.0711721462997261
16317.115.9225098560080.017313184489440.01731318448949480.460393081273594
16416.115.96094854853680.01742539639261750.01742539639267230.0482587405333246
16519.916.55503877187010.02042858357623490.02042858357629751.31896411026831
16610.9515.74235724166320.01616621744002140.0161662174400726-1.90754115445638
16718.4516.15296410440870.01815221831170650.0181522183117640.903961166291718
16815.116.01063287813620.01735579299642710.0173557929964814-0.368078482655418
1691515.9106240656960.0177397644348109-0.195137406065013-0.283324776972956
17011.3515.24197278253570.01369185919827740.0136918570865366-1.55111497786907
17115.9515.35700955906230.01426758556623820.01426758556628220.229771828203107
17218.115.77444628439660.01648224216799950.01648224216804790.916561572092468
17314.615.61196637821570.01552836948448270.015528369484531-0.407773444741221
17415.415.59153630413950.01534181621176060.0153418162118088-0.082088569318998
17515.415.57404573743530.01517555065894360.01517555065899-0.0750720229995362
17617.615.88370228093080.01663486836959340.01663486836964370.674248664574098
17713.3515.52193952196440.01479576188379620.0147957618838418-0.867381761055268
17819.116.05934695298390.01729187645019950.01729187645025131.19913238663564
17915.3515.96715832631970.016777112731930.0167771127319816-0.251414528134351
1807.614.7484636785560.01104973187219910.0110497318722323-2.83923557516535
18113.414.58567223568490.0115793171671075-0.127372486501646-0.41904472778045
18213.914.49167402370820.0109968009081930.010996798664973-0.239283639735912
18319.115.18388876811010.01461840690390420.01461840690393771.54863753446638
18415.2515.20397159017330.01464650569054190.01464650569057690.0124538561675043
18512.914.873516333280.01292414128294090.0129241412829723-0.788172696525639
18616.115.06373466073670.01378566785307480.01378566785310890.405634161032278
18717.3515.41060268823760.01536599381698470.01536599381702250.763196517720474
18813.1515.08846032282210.01379854095395040.0137985409539835-0.774309482198279
18912.1514.66579097648270.0118099316905520.011809931690579-1.00241057501094
19012.614.37039086363760.01043405386328120.0104340538633029-0.706194199164356
19110.3513.78705432376430.007815459479374260.00781545947938838-1.36598634563731
19215.414.02941468550820.008835567039391330.008835567039407890.539940017106612
1939.613.42783566197840.0105753417765739-0.116328756694312-1.46951692974478
19418.214.1444103676360.01423487014816280.01423486667264891.60419899431603
19513.614.07373642931940.01381068018983120.0138106801898327-0.193482538408193
19614.8514.198267352970.01434582623479730.0143458262348050.252895037254413
19714.7514.28982930442190.01470814956588490.01470814956589230.176715675121602
19814.114.27221908609650.01456046237284150.0145604623728483-0.0740852446742848
19914.914.37491457927970.01495380515364180.01495380515364940.202317220048026
20016.2514.66122561120390.0161395374682720.01613953746828460.623641018029525
20119.2515.34684744176190.01901017638087020.01901017638089241.54015576920277
20213.615.1038117392310.01790541033816480.0179054103381824-0.603353180590035
20313.614.89582716111590.01696741553781290.016967415537828-0.520483698817785
20415.6515.01840590536070.01740001791435480.01740001791437050.243496342447967
20512.7514.74095313007190.018189539078514-0.200084926230827-0.709028730873988
20614.614.7328453094550.01806100710393290.0180610034944801-0.059889284280525
2079.8514.02322872297980.01463237574769840.0146323757476911-1.66163149524514
20812.6513.8308053349310.01368830770320660.0136883077032002-0.473853353161997
20919.214.63179910615850.01717407939139180.01717407939139641.80509829094653
21016.614.93359241819690.01840157961473670.01840157961474490.653570898712618
21111.214.39773635243790.01606653910763260.0160665391076317-1.27439685048065
21215.2514.53424312891710.01656344328592750.01656344328592980.277230993249705
21311.914.15942387419090.01497857944385450.0149785794438495-0.901730796565352
21413.214.02933622614090.01440087649841660.0144008764984086-0.334492955691949
21516.3514.37956827927410.01571841545153950.01571841545153830.774885226042034
21612.414.10076761679560.01457836561091510.0145783656109077-0.679961094325722
21715.8514.38240930371080.0139040604852752-0.1529446618394470.64156004993508
21818.1514.94988702808320.0164636457960060.01646364180315381.2632444592196
21911.1514.40030837303360.01394009865514250.0139400986551441-1.29494733791334
22015.6514.59434598652070.01471722315283180.01471722315283860.412872429780093
22117.7515.06914313770210.01664537932748030.01664537932749441.05656373153173
2227.6513.99048533729930.01217307675549660.0121730767554924-2.51900152454695
22312.3513.75824749922960.01119802251514860.0111980225151393-0.562789670534326
22415.614.03628958736240.01224074704780330.01224074704780.615080777460107
22519.314.81634914098620.01518615273395140.01518615273396041.77139112947465
22615.214.88327355033410.01538137555543350.01538137555544280.119451689687546
22717.115.21860592397010.01657094651197390.01657094651199010.739165874856965
22815.615.28612358115550.01675787447690310.0167578744769190.117764235025988
22918.415.76576936121090.0156522234437411-0.1721744543036141.11098969130013
23019.0516.26213976167850.01776108334697410.01776107933909041.09897136084018
23118.5516.61202979377870.01916618937197840.01916618937202520.761085960334776
23219.116.99176873086190.02064289179766750.02064289179772160.827894480635482
23313.116.4343566082880.01834318286904110.0183431828690857-1.32942526776451
23412.8515.92117061126360.01628257084451740.0162825708445536-1.22410491607408
2359.514.99111673970090.01269745399137520.0126974539913929-2.18192130970471
2364.513.46311335150770.006979286474193860.00697928647418409-3.55578857294149
23711.8513.23190214291880.006111298252125580.00611129825211167-0.550176230878132
23813.613.29007717394160.006297950477781580.006297950477767950.120342543487145
23911.713.06203705833570.005470000030916510.00547000003089956-0.541987001477921
24012.412.96915296937120.00512701102987290.00512701102985307-0.227595452551179
24113.3513.03528665969150.00498875407164033-0.05487629033675030.146306036739636
24211.412.79749720382450.00397561049158660.00397560625798362-0.555919322677722
24314.913.1099130568590.005217110895499240.005217110895481790.707864962131536
24419.914.11178783892870.009101202279557320.009101202279563332.29158437759402
24511.213.69077174790020.007472641365845340.00747264136583973-0.990494708366678
24614.613.82936725324390.007956513920529120.007956513920526760.302349460981584
24717.614.38730263006360.009940127406570040.009940127406576471.26955752778781
24814.0514.34496803319560.009755390708081860.00975539070808738-0.120781342429896
24916.114.60853971721160.01063623873963270.01063623873964340.586905663898113
25013.3514.43212041662180.009997491054553010.00999749105455946-0.432822170356184
25111.8514.06199491175960.008718065799214680.00871806579921464-0.880057612401037
25211.9513.75978014630540.007684943925883350.00768494392587613-0.720222096762923
25314.7513.91822976828180.00735991855006315-0.08095910011860470.361300802598317
25415.1514.10493947526960.008073590695033540.008073586602001850.411284683795361
25513.213.97754312152590.007553572799493940.00755357279949346-0.311324595201648
25616.8514.4046635301580.009113152213252930.009113152213266280.965921560573554
2577.8513.44993236423530.005631779542719590.00563177954270959-2.22223228161111
2587.712.61170179434370.00266069989786610.00266069989784184-1.94801155438949
25912.612.61187141984220.00265212653262260.00265212653259635-0.00575649956471425
2607.8511.9174833614620.0003012163935468670.000301216393506633-1.61217121655496
26110.9511.7763307699159-0.000167355058472884-0.000167355058515392-0.327409680072219
26212.3511.85998653993640.0001058978941993380.0001058978941578510.194140489653654
2639.9511.5812799219833-0.00079010100342352-0.000790101003469796-0.646100220645544
26414.912.06491487116280.0007469129063924660.0007469129063553791.12309405798326
26516.6512.7149863325534-0.0005878977098476480.006466878650682711.55505131537307
26613.412.815395076388-0.000203854532416189-0.0002038584654722520.231915928903141
26713.9512.98193660506640.0004078782308176730.0004078782308157440.383673980974495
26815.713.38092024268670.001824022865430050.00182402286544220.918656611602947
26916.8513.89041196442350.003576980986191530.003576980986207851.1717455471144
27010.9513.46265125346710.002124981419733350.00212498141974334-0.996742668109856
27115.3513.74009340075760.003031052360241930.003031052360255020.636838461604466
27212.213.51724277319390.002302465738049650.00230246573805706-0.522926125551655
27315.113.74995191691810.003032487218392360.003032487218406130.533780101495454
27417.7514.33577521723580.004849885985179440.004849885985204851.35095879720533
27515.214.4652562340630.005233076771907570.005233076771936710.289054564225991
27614.614.48860768129560.005288084044188530.005288084044217160.0420401659126515
27716.6514.80716140388520.00467269594034588-0.0513996519448990.749781137428254
2788.113.82436729866480.001077455488102490.00107745297719-2.27027232734278

\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 & 12.7797707968617 & -0.029305089933039 & -0.0293050899781313 & -0.227256213568788 \tabularnewline
3 & 12.8 & 12.7670116996678 & -0.0262103147753955 & -0.0262103147753956 & 0.0250108812451525 \tabularnewline
4 & 7.4 & 11.5200440546965 & -0.212280324366836 & -0.212280324366838 & -1.66840194634814 \tabularnewline
5 & 6.7 & 10.2656264267115 & -0.346533811926882 & -0.346533811926882 & -1.37711963498703 \tabularnewline
6 & 12.6 & 10.6372895131069 & -0.266367474146752 & -0.266367474146751 & 0.951047261723077 \tabularnewline
7 & 14.8 & 11.4676951029633 & -0.158339127506614 & -0.158339127506615 & 1.48215216304265 \tabularnewline
8 & 13.3 & 11.7997859539352 & -0.115108100880049 & -0.115108100880048 & 0.682099437407762 \tabularnewline
9 & 11.1 & 11.5803061634341 & -0.123435543162111 & -0.123435543162111 & -0.149867363404489 \tabularnewline
10 & 8.2 & 10.778944219164 & -0.172851944784349 & -0.172851944784349 & -1.00523615879251 \tabularnewline
11 & 11.4 & 10.8098425586123 & -0.159176144328198 & -0.159176144328198 & 0.311600735387579 \tabularnewline
12 & 6.4 & 9.80941819302489 & -0.211518668319023 & -0.211518668319024 & -1.32426463384008 \tabularnewline
13 & 10.6 & 9.48606240013299 & -0.201243710122113 & 2.21368081241172 & -0.441865844122633 \tabularnewline
14 & 12 & 9.95313649924757 & -0.162661745953464 & -0.162661747309397 & 0.929344010488475 \tabularnewline
15 & 6.3 & 9.0716591988815 & -0.20106156647033 & -0.20106156647033 & -1.07077474948822 \tabularnewline
16 & 11.3 & 9.41289393778838 & -0.174109977152684 & -0.174109977152685 & 0.852470864408347 \tabularnewline
17 & 11.9 & 9.80181428534987 & -0.147945924592411 & -0.14794592459241 & 0.923890957269992 \tabularnewline
18 & 9.3 & 9.61420851467419 & -0.149677276955363 & -0.149677276955362 & -0.067387233666617 \tabularnewline
19 & 9.6 & 9.51807785136913 & -0.147471798035769 & -0.14747179803577 & 0.0936324226904335 \tabularnewline
20 & 10 & 9.51343704488809 & -0.141899360816022 & -0.141899360816021 & 0.255808056977561 \tabularnewline
21 & 6.4 & 8.86051527926186 & -0.160852247781488 & -0.160852247781488 & -0.933897426112605 \tabularnewline
22 & 13.8 & 9.6354218649239 & -0.127752340761818 & -0.127752340761818 & 1.7397632341782 \tabularnewline
23 & 10.8 & 9.75694906163823 & -0.119317915390982 & -0.11931791539098 & 0.470360052943686 \tabularnewline
24 & 13.8 & 10.3807090836611 & -0.0952042791161858 & -0.0952042791161843 & 1.42017065854331 \tabularnewline
25 & 11.7 & 10.3292357944617 & -0.0964684223927629 & 1.0611526473991 & 0.123449685470465 \tabularnewline
26 & 10.9 & 10.3749092292719 & -0.091623380315538 & -0.0916233814893775 & 0.251249533349967 \tabularnewline
27 & 16.1 & 11.3536437733279 & -0.0572133505824219 & -0.0572133505824189 & 1.95036683735159 \tabularnewline
28 & 13.4 & 11.6793785270905 & -0.0455538959205168 & -0.045553895920514 & 0.715194381562015 \tabularnewline
29 & 9.9 & 11.3399664573692 & -0.0540604032539241 & -0.0540604032539195 & -0.560001969498724 \tabularnewline
30 & 11.5 & 11.3318871889822 & -0.0527903002437316 & -0.0527903002437269 & 0.0891035384837176 \tabularnewline
31 & 8.3 & 10.7835693340701 & -0.0658946552772182 & -0.0658946552772158 & -0.973779114890376 \tabularnewline
32 & 11.7 & 10.8933033154444 & -0.0614345295824467 & -0.0614345295824436 & 0.34923721329551 \tabularnewline
33 & 9 & 10.5379037318459 & -0.0686231138493488 & -0.0686231138493458 & -0.590464632079815 \tabularnewline
34 & 9.7 & 10.3538435639647 & -0.071348098077913 & -0.0713480980779112 & -0.233884141606906 \tabularnewline
35 & 10.8 & 10.3788605931642 & -0.0691473198393254 & -0.0691473198393224 & 0.196711608932698 \tabularnewline
36 & 10.3 & 10.3193825312967 & -0.0689332508005707 & -0.0689332508005686 & 0.019867546798403 \tabularnewline
37 & 10.4 & 10.1726968473103 & -0.0675721502342976 & 0.743293653697152 & -0.205177380967279 \tabularnewline
38 & 12.7 & 10.5616679860516 & -0.0564633903839873 & -0.056463391847052 & 0.884991615439093 \tabularnewline
39 & 9.3 & 10.3114568944338 & -0.0609427920127704 & -0.0609427920127682 & -0.382553336713617 \tabularnewline
40 & 11.8 & 10.5184625077006 & -0.055033482106121 & -0.055033482106118 & 0.537116352219405 \tabularnewline
41 & 5.9 & 9.72171395260674 & -0.0706940835574077 & -0.0706940835574057 & -1.5055226734273 \tabularnewline
42 & 11.4 & 9.94758298675513 & -0.0646791409312217 & -0.0646791409312186 & 0.608282029747965 \tabularnewline
43 & 13 & 10.3973559235527 & -0.0546253085333166 & -0.0546253085333135 & 1.06452081288992 \tabularnewline
44 & 10.8 & 10.4249411594397 & -0.0530729547794058 & -0.053072954779402 & 0.171388101097358 \tabularnewline
45 & 12.3 & 10.6882198404928 & -0.0472867454575938 & -0.0472867454575888 & 0.663740384498674 \tabularnewline
46 & 11.3 & 10.7531613637306 & -0.0452939651499158 & -0.0452939651499115 & 0.236767558430133 \tabularnewline
47 & 11.8 & 10.8878071520987 & -0.0421859300724765 & -0.0421859300724705 & 0.381437759622459 \tabularnewline
48 & 7.9 & 10.3880329537048 & -0.0498880294441691 & -0.0498880294441655 & -0.974063895867183 \tabularnewline
49 & 12.7 & 10.5771512844625 & -0.0528875964726211 & 0.581763562389386 & 0.611961672044942 \tabularnewline
50 & 12.3 & 10.8247847263383 & -0.0471951465358478 & -0.0471951479644054 & 0.610843115237283 \tabularnewline
51 & 11.6 & 10.9188223054312 & -0.0446430054724255 & -0.0446430054724182 & 0.290855608617569 \tabularnewline
52 & 6.7 & 10.2100168670236 & -0.0561366607468174 & -0.0561366607468141 & -1.38262973052559 \tabularnewline
53 & 10.9 & 10.2818653140881 & -0.0540080228711017 & -0.0540080228710952 & 0.268836955258555 \tabularnewline
54 & 12.1 & 10.5330546696111 & -0.0491136685034792 & -0.0491136685034716 & 0.64591497466002 \tabularnewline
55 & 13.3 & 10.9353250235243 & -0.042113361595655 & -0.0421133615956472 & 0.961381943950933 \tabularnewline
56 & 10.1 & 10.775458976642 & -0.0438841077235851 & -0.0438841077235775 & -0.252152002865951 \tabularnewline
57 & 5.7 & 9.95289768407368 & -0.0552655307441272 & -0.0552655307441222 & -1.67514945648803 \tabularnewline
58 & 14.3 & 10.5910528589714 & -0.0453932525800131 & -0.0453932525800063 & 1.49768544296977 \tabularnewline
59 & 8 & 10.1579378728278 & -0.050780260969669 & -0.0507802609696626 & -0.840317215918535 \tabularnewline
60 & 13.3 & 10.6087803361954 & -0.0439671743453097 & -0.0439671743453024 & 1.09046134040167 \tabularnewline
61 & 9.3 & 10.3301328133163 & -0.0416724290426069 & 0.458396721091884 & -0.590618719130498 \tabularnewline
62 & 12.5 & 10.6492230701116 & -0.0360769192473786 & -0.0360769211651113 & 0.754869321666911 \tabularnewline
63 & 7.6 & 10.1408404415568 & -0.0430832731595856 & -0.0430832731595804 & -0.998323251962734 \tabularnewline
64 & 15.9 & 11.0180943254737 & -0.0299756795347174 & -0.0299756795347088 & 1.96168792446458 \tabularnewline
65 & 9.2 & 10.7130464267924 & -0.0337501489260788 & -0.0337501489260703 & -0.590413512316252 \tabularnewline
66 & 9.1 & 10.438765081667 & -0.0369402665201894 & -0.0369402665201816 & -0.519300655691576 \tabularnewline
67 & 11.1 & 10.5157186082404 & -0.0354759904408664 & -0.0354759904408596 & 0.247109955300395 \tabularnewline
68 & 13 & 10.8746288583889 & -0.0305480291308339 & -0.0305480291308249 & 0.859276896236592 \tabularnewline
69 & 14.5 & 11.411216523363 & -0.0236445079761888 & -0.0236445079761767 & 1.24009927919627 \tabularnewline
70 & 12.2 & 11.5158353240232 & -0.0221203544705518 & -0.0221203544705402 & 0.281328402787928 \tabularnewline
71 & 12.3 & 11.6204935175412 & -0.0206469665015916 & -0.0206469665015781 & 0.27881727936015 \tabularnewline
72 & 11.4 & 11.5724800577401 & -0.0209585291704572 & -0.0209585291704449 & -0.060326382428912 \tabularnewline
73 & 8.8 & 11.1465608636457 & -0.0177153563243638 & 0.194868921698306 & -1.00785777002971 \tabularnewline
74 & 14.6 & 11.6776579249606 & -0.0105084847693698 & -0.0105084873569206 & 1.17108647181471 \tabularnewline
75 & 12.6 & 11.8144371682675 & -0.00865535134784186 & -0.00865535134783093 & 0.31689109407509 \tabularnewline
76 & 13 & 11.9924279096822 & -0.00639681643060297 & -0.00639681643059029 & 0.404318781622967 \tabularnewline
77 & 12.6 & 12.0817954478262 & -0.00527841837488146 & -0.00527841837486808 & 0.208630014520213 \tabularnewline
78 & 13.2 & 12.2500078203802 & -0.00331670698363072 & -0.00331670698361646 & 0.379768995274305 \tabularnewline
79 & 9.9 & 11.8878294793246 & -0.00725674754633468 & -0.00725674754632365 & -0.788710915133592 \tabularnewline
80 & 7.7 & 11.2434595008494 & -0.0140664288136973 & -0.0140664288136896 & -1.405051558581 \tabularnewline
81 & 10.5 & 11.120478564762 & -0.0152023130889715 & -0.015202313088964 & -0.240896577607784 \tabularnewline
82 & 13.4 & 11.4561790972091 & -0.011624118222941 & -0.0116241182229325 & 0.778078574504269 \tabularnewline
83 & 10.9 & 11.3637569306276 & -0.0124311588401471 & -0.0124311588401378 & -0.179548637543856 \tabularnewline
84 & 4.3 & 10.2859892609824 & -0.0228710270712608 & -0.0228710270712591 & -2.37186820786726 \tabularnewline
85 & 10.3 & 10.2337227963199 & -0.0226716879402008 & 0.249388570109146 & -0.0725896688732971 \tabularnewline
86 & 11.8 & 10.4613447386721 & -0.019821883287974 & -0.0198218862665026 & 0.541700433811768 \tabularnewline
87 & 11.2 & 10.5616366840104 & -0.0185098684077863 & -0.0185098684077831 & 0.261767438176902 \tabularnewline
88 & 11.4 & 10.6775190459601 & -0.0170961974288187 & -0.0170961974288123 & 0.294572650391718 \tabularnewline
89 & 8.6 & 10.3480878821697 & -0.0202711333835809 & -0.0202711333835776 & -0.687890563446486 \tabularnewline
90 & 13.2 & 10.7683319300259 & -0.0159301289877925 & -0.0159301289877864 & 0.974103119253501 \tabularnewline
91 & 12.6 & 11.0353386873774 & -0.0132194700092816 & -0.0132194700092747 & 0.627778886128182 \tabularnewline
92 & 5.6 & 10.203043486315 & -0.0208680075216324 & -0.0208680075216307 & -1.82260239519946 \tabularnewline
93 & 9.9 & 10.1426938852811 & -0.0212281803421173 & -0.0212281803421154 & -0.0880705619398056 \tabularnewline
94 & 8.8 & 9.92538703446221 & -0.0229791964300197 & -0.0229791964300201 & -0.438312752263036 \tabularnewline
95 & 7.7 & 9.57429084609505 & -0.0258527000587278 & -0.0258527000587294 & -0.734810579475628 \tabularnewline
96 & 9 & 9.46987546569844 & -0.0265284872487943 & -0.0265284872487975 & -0.176218761227111 \tabularnewline
97 & 7.3 & 9.1079154748324 & -0.0245560999832658 & 0.270117103197221 & -0.823553029866077 \tabularnewline
98 & 11.4 & 9.44345957752341 & -0.020937195726891 & -0.0209371994158799 & 0.787728131366088 \tabularnewline
99 & 13.6 & 10.0647707067372 & -0.0147389525774314 & -0.014738952577435 & 1.41337211694685 \tabularnewline
100 & 7.9 & 9.72486018201302 & -0.0177640343642055 & -0.017764034364207 & -0.719152443258184 \tabularnewline
101 & 10.7 & 9.86042610002632 & -0.0163842243373871 & -0.0163842243373892 & 0.34051175158975 \tabularnewline
102 & 10.3 & 9.91547546366165 & -0.0157604420130798 & -0.015760442013082 & 0.159189603430619 \tabularnewline
103 & 8.3 & 9.66080748195649 & -0.0177906224723835 & -0.0177906224723879 & -0.533966125470646 \tabularnewline
104 & 9.6 & 9.63922059368334 & -0.0178220958255529 & -0.0178220958255569 & -0.00850588471028139 \tabularnewline
105 & 14.2 & 10.3117740736887 & -0.0122252881210327 & -0.0122252881210315 & 1.55013335103741 \tabularnewline
106 & 8.5 & 10.0315401057398 & -0.0143541520047368 & -0.0143541520047384 & -0.602868512330112 \tabularnewline
107 & 13.5 & 10.5408361669933 & -0.0102713532641478 & -0.0102713532641441 & 1.17976850379997 \tabularnewline
108 & 4.9 & 9.69005067477337 & -0.0167139453585016 & -0.0167139453585057 & -1.89623494017933 \tabularnewline
109 & 6.4 & 9.19490342069707 & -0.0142306807113875 & 0.156537491871355 & -1.16944631882608 \tabularnewline
110 & 9.6 & 9.24685508023958 & -0.0136354208212001 & -0.013635424924223 & 0.145991716169938 \tabularnewline
111 & 11.6 & 9.5948494475357 & -0.0105094730888185 & -0.0105094730888311 & 0.801930372443447 \tabularnewline
112 & 11.1 & 9.81527341444216 & -0.008583703930112 & -0.00858370393011588 & 0.514344811825702 \tabularnewline
113 & 4.35 & 8.9850354891381 & -0.0152167572457875 & -0.0152167572458015 & -1.83669420017941 \tabularnewline
114 & 12.7 & 9.53311034654358 & -0.010800722712004 & -0.010800722712014 & 1.2630088397438 \tabularnewline
115 & 18.1 & 10.8109541127484 & -0.000961982766342176 & -0.00096198276634145 & 2.89683691242617 \tabularnewline
116 & 17.85 & 11.8643415144205 & 0.00689763820754521 & 0.00689763820755592 & 2.37532721997769 \tabularnewline
117 & 16.6 & 12.5771155803807 & 0.0120468314155267 & 0.0120468314155427 & 1.59322037285243 \tabularnewline
118 & 12.6 & 12.5889819033957 & 0.012045540277862 & 0.0120455402778774 & -0.00040807261631432 \tabularnewline
119 & 17.1 & 13.2699696287397 & 0.0167455367503492 & 0.0167455367503718 & 1.51434817345065 \tabularnewline
120 & 19.1 & 14.1499658161884 & 0.0227125438058622 & 0.0227125438058913 & 1.95655229729543 \tabularnewline
121 & 16.1 & 14.4750857662622 & 0.0213077121028473 & -0.23438482999391 & 0.73658245977117 \tabularnewline
122 & 13.35 & 14.3192276991164 & 0.0198656892568187 & 0.0198656862728458 & -0.393446894632219 \tabularnewline
123 & 18.4 & 14.9495876002133 & 0.0246443184964935 & 0.0246443184965308 & 1.36215715440016 \tabularnewline
124 & 14.7 & 14.9292396744565 & 0.024304352038482 & 0.024304352038523 & -0.100779917197316 \tabularnewline
125 & 10.6 & 14.2964598107036 & 0.0194948270797957 & 0.0194948270798295 & -1.47661464772301 \tabularnewline
126 & 12.6 & 14.056121871619 & 0.0176467345510082 & 0.0176467345510398 & -0.585493730090492 \tabularnewline
127 & 16.2 & 14.3888072311649 & 0.0198303301186247 & 0.0198303301186586 & 0.71152287241515 \tabularnewline
128 & 13.6 & 14.2850775708098 & 0.0189936382340719 & 0.018993638234105 & -0.279606810582172 \tabularnewline
129 & 18.9 & 14.985656896195 & 0.0235128963612696 & 0.0235128963613092 & 1.54493471281436 \tabularnewline
130 & 14.1 & 14.8704566975921 & 0.02261051290467 & 0.0226105129047075 & -0.314864405306063 \tabularnewline
131 & 14.5 & 14.8313144418232 & 0.0222156712035725 & 0.0222156712036106 & -0.140343787796342 \tabularnewline
132 & 16.15 & 15.0426499678614 & 0.0234060090191077 & 0.0234060090191466 & 0.43026208684015 \tabularnewline
133 & 14.75 & 15.0578933802289 & 0.0234403255831238 & -0.257843578499258 & -0.0198250412362403 \tabularnewline
134 & 14.8 & 15.0353238586896 & 0.0230983368453339 & 0.0230983339700079 & -0.10274376910118 \tabularnewline
135 & 12.45 & 14.6626908559323 & 0.0202681210428596 & 0.0202681210428931 & -0.887453008331556 \tabularnewline
136 & 12.65 & 14.3751804568669 & 0.0181421216149137 & 0.0181421216149475 & -0.692642256576811 \tabularnewline
137 & 17.35 & 14.8326326517593 & 0.021083204538731 & 0.0210832045387681 & 0.991548763694122 \tabularnewline
138 & 8.6 & 13.9177357425135 & 0.0149909417716483 & 0.0149909417716765 & -2.11775729517343 \tabularnewline
139 & 18.4 & 14.5955977624456 & 0.0191976768166915 & 0.0191976768167254 & 1.50292614602975 \tabularnewline
140 & 16.1 & 14.8327105709179 & 0.0205494572388869 & 0.0205494572389234 & 0.494945703813397 \tabularnewline
141 & 11.6 & 14.3672859609499 & 0.017596127435727 & 0.0175961274357585 & -1.1054312037277 \tabularnewline
142 & 17.75 & 14.8812193307392 & 0.0205570113251607 & 0.0205570113251966 & 1.13044740934381 \tabularnewline
143 & 15.25 & 14.9503108241313 & 0.020841722190717 & 0.0208417221907547 & 0.110662651560279 \tabularnewline
144 & 17.65 & 15.3645195398904 & 0.0231143682305034 & 0.0231143682305442 & 0.897761568818604 \tabularnewline
145 & 16.35 & 15.5575531149951 & 0.0224619896631762 & -0.247081883564693 & 0.41171632087473 \tabularnewline
146 & 17.65 & 15.8878247010339 & 0.0245672019712999 & 0.0245671989705726 & 0.690544885767148 \tabularnewline
147 & 13.6 & 15.5623063373609 & 0.0222623755199382 & 0.0222623755199822 & -0.788424731218518 \tabularnewline
148 & 14.35 & 15.3968398662103 & 0.0210681301803435 & 0.021068130180387 & -0.424137809225536 \tabularnewline
149 & 14.75 & 15.3152482584877 & 0.0204348929121237 & 0.0204348929121664 & -0.232560024426471 \tabularnewline
150 & 18.25 & 15.7660014660956 & 0.0230166991446766 & 0.0230166991447245 & 0.977003730941724 \tabularnewline
151 & 9.9 & 14.9114139088469 & 0.0178806767508086 & 0.0178806767508455 & -1.99629005322959 \tabularnewline
152 & 16 & 15.0853522428805 & 0.0187737861303765 & 0.0187737861304155 & 0.355551988563627 \tabularnewline
153 & 18.25 & 15.5670742808586 & 0.021370469813383 & 0.0213704698134275 & 1.05618562607631 \tabularnewline
154 & 16.85 & 15.7718521266585 & 0.0223807320910463 & 0.022380732091092 & 0.418917864908624 \tabularnewline
155 & 14.6 & 15.6144750842628 & 0.021406646078355 & 0.0214066460783998 & -0.410991680594101 \tabularnewline
156 & 13.85 & 15.3690600158669 & 0.0199820483557675 & 0.019982048355808 & -0.610577202718014 \tabularnewline
157 & 18.95 & 15.9181875601906 & 0.0181126751896655 & -0.199239424441322 & 1.27956737481715 \tabularnewline
158 & 15.6 & 15.8832095198111 & 0.0177764239729999 & 0.0177764213742089 & -0.119571997087419 \tabularnewline
159 & 14.85 & 15.741403670196 & 0.016803129984226 & 0.0168031299842788 & -0.36069038353659 \tabularnewline
160 & 11.75 & 15.1588231898632 & 0.013269449730344 & 0.0132694497303887 & -1.35872313874287 \tabularnewline
161 & 18.45 & 15.6571589438197 & 0.0160433550291129 & 0.016043355029166 & 1.10227826148327 \tabularnewline
162 & 15.9 & 15.7044579220492 & 0.0162172751850614 & 0.0162172751851152 & 0.0711721462997261 \tabularnewline
163 & 17.1 & 15.922509856008 & 0.01731318448944 & 0.0173131844894948 & 0.460393081273594 \tabularnewline
164 & 16.1 & 15.9609485485368 & 0.0174253963926175 & 0.0174253963926723 & 0.0482587405333246 \tabularnewline
165 & 19.9 & 16.5550387718701 & 0.0204285835762349 & 0.0204285835762975 & 1.31896411026831 \tabularnewline
166 & 10.95 & 15.7423572416632 & 0.0161662174400214 & 0.0161662174400726 & -1.90754115445638 \tabularnewline
167 & 18.45 & 16.1529641044087 & 0.0181522183117065 & 0.018152218311764 & 0.903961166291718 \tabularnewline
168 & 15.1 & 16.0106328781362 & 0.0173557929964271 & 0.0173557929964814 & -0.368078482655418 \tabularnewline
169 & 15 & 15.910624065696 & 0.0177397644348109 & -0.195137406065013 & -0.283324776972956 \tabularnewline
170 & 11.35 & 15.2419727825357 & 0.0136918591982774 & 0.0136918570865366 & -1.55111497786907 \tabularnewline
171 & 15.95 & 15.3570095590623 & 0.0142675855662382 & 0.0142675855662822 & 0.229771828203107 \tabularnewline
172 & 18.1 & 15.7744462843966 & 0.0164822421679995 & 0.0164822421680479 & 0.916561572092468 \tabularnewline
173 & 14.6 & 15.6119663782157 & 0.0155283694844827 & 0.015528369484531 & -0.407773444741221 \tabularnewline
174 & 15.4 & 15.5915363041395 & 0.0153418162117606 & 0.0153418162118088 & -0.082088569318998 \tabularnewline
175 & 15.4 & 15.5740457374353 & 0.0151755506589436 & 0.01517555065899 & -0.0750720229995362 \tabularnewline
176 & 17.6 & 15.8837022809308 & 0.0166348683695934 & 0.0166348683696437 & 0.674248664574098 \tabularnewline
177 & 13.35 & 15.5219395219644 & 0.0147957618837962 & 0.0147957618838418 & -0.867381761055268 \tabularnewline
178 & 19.1 & 16.0593469529839 & 0.0172918764501995 & 0.0172918764502513 & 1.19913238663564 \tabularnewline
179 & 15.35 & 15.9671583263197 & 0.01677711273193 & 0.0167771127319816 & -0.251414528134351 \tabularnewline
180 & 7.6 & 14.748463678556 & 0.0110497318721991 & 0.0110497318722323 & -2.83923557516535 \tabularnewline
181 & 13.4 & 14.5856722356849 & 0.0115793171671075 & -0.127372486501646 & -0.41904472778045 \tabularnewline
182 & 13.9 & 14.4916740237082 & 0.010996800908193 & 0.010996798664973 & -0.239283639735912 \tabularnewline
183 & 19.1 & 15.1838887681101 & 0.0146184069039042 & 0.0146184069039377 & 1.54863753446638 \tabularnewline
184 & 15.25 & 15.2039715901733 & 0.0146465056905419 & 0.0146465056905769 & 0.0124538561675043 \tabularnewline
185 & 12.9 & 14.87351633328 & 0.0129241412829409 & 0.0129241412829723 & -0.788172696525639 \tabularnewline
186 & 16.1 & 15.0637346607367 & 0.0137856678530748 & 0.0137856678531089 & 0.405634161032278 \tabularnewline
187 & 17.35 & 15.4106026882376 & 0.0153659938169847 & 0.0153659938170225 & 0.763196517720474 \tabularnewline
188 & 13.15 & 15.0884603228221 & 0.0137985409539504 & 0.0137985409539835 & -0.774309482198279 \tabularnewline
189 & 12.15 & 14.6657909764827 & 0.011809931690552 & 0.011809931690579 & -1.00241057501094 \tabularnewline
190 & 12.6 & 14.3703908636376 & 0.0104340538632812 & 0.0104340538633029 & -0.706194199164356 \tabularnewline
191 & 10.35 & 13.7870543237643 & 0.00781545947937426 & 0.00781545947938838 & -1.36598634563731 \tabularnewline
192 & 15.4 & 14.0294146855082 & 0.00883556703939133 & 0.00883556703940789 & 0.539940017106612 \tabularnewline
193 & 9.6 & 13.4278356619784 & 0.0105753417765739 & -0.116328756694312 & -1.46951692974478 \tabularnewline
194 & 18.2 & 14.144410367636 & 0.0142348701481628 & 0.0142348666726489 & 1.60419899431603 \tabularnewline
195 & 13.6 & 14.0737364293194 & 0.0138106801898312 & 0.0138106801898327 & -0.193482538408193 \tabularnewline
196 & 14.85 & 14.19826735297 & 0.0143458262347973 & 0.014345826234805 & 0.252895037254413 \tabularnewline
197 & 14.75 & 14.2898293044219 & 0.0147081495658849 & 0.0147081495658923 & 0.176715675121602 \tabularnewline
198 & 14.1 & 14.2722190860965 & 0.0145604623728415 & 0.0145604623728483 & -0.0740852446742848 \tabularnewline
199 & 14.9 & 14.3749145792797 & 0.0149538051536418 & 0.0149538051536494 & 0.202317220048026 \tabularnewline
200 & 16.25 & 14.6612256112039 & 0.016139537468272 & 0.0161395374682846 & 0.623641018029525 \tabularnewline
201 & 19.25 & 15.3468474417619 & 0.0190101763808702 & 0.0190101763808924 & 1.54015576920277 \tabularnewline
202 & 13.6 & 15.103811739231 & 0.0179054103381648 & 0.0179054103381824 & -0.603353180590035 \tabularnewline
203 & 13.6 & 14.8958271611159 & 0.0169674155378129 & 0.016967415537828 & -0.520483698817785 \tabularnewline
204 & 15.65 & 15.0184059053607 & 0.0174000179143548 & 0.0174000179143705 & 0.243496342447967 \tabularnewline
205 & 12.75 & 14.7409531300719 & 0.018189539078514 & -0.200084926230827 & -0.709028730873988 \tabularnewline
206 & 14.6 & 14.732845309455 & 0.0180610071039329 & 0.0180610034944801 & -0.059889284280525 \tabularnewline
207 & 9.85 & 14.0232287229798 & 0.0146323757476984 & 0.0146323757476911 & -1.66163149524514 \tabularnewline
208 & 12.65 & 13.830805334931 & 0.0136883077032066 & 0.0136883077032002 & -0.473853353161997 \tabularnewline
209 & 19.2 & 14.6317991061585 & 0.0171740793913918 & 0.0171740793913964 & 1.80509829094653 \tabularnewline
210 & 16.6 & 14.9335924181969 & 0.0184015796147367 & 0.0184015796147449 & 0.653570898712618 \tabularnewline
211 & 11.2 & 14.3977363524379 & 0.0160665391076326 & 0.0160665391076317 & -1.27439685048065 \tabularnewline
212 & 15.25 & 14.5342431289171 & 0.0165634432859275 & 0.0165634432859298 & 0.277230993249705 \tabularnewline
213 & 11.9 & 14.1594238741909 & 0.0149785794438545 & 0.0149785794438495 & -0.901730796565352 \tabularnewline
214 & 13.2 & 14.0293362261409 & 0.0144008764984166 & 0.0144008764984086 & -0.334492955691949 \tabularnewline
215 & 16.35 & 14.3795682792741 & 0.0157184154515395 & 0.0157184154515383 & 0.774885226042034 \tabularnewline
216 & 12.4 & 14.1007676167956 & 0.0145783656109151 & 0.0145783656109077 & -0.679961094325722 \tabularnewline
217 & 15.85 & 14.3824093037108 & 0.0139040604852752 & -0.152944661839447 & 0.64156004993508 \tabularnewline
218 & 18.15 & 14.9498870280832 & 0.016463645796006 & 0.0164636418031538 & 1.2632444592196 \tabularnewline
219 & 11.15 & 14.4003083730336 & 0.0139400986551425 & 0.0139400986551441 & -1.29494733791334 \tabularnewline
220 & 15.65 & 14.5943459865207 & 0.0147172231528318 & 0.0147172231528386 & 0.412872429780093 \tabularnewline
221 & 17.75 & 15.0691431377021 & 0.0166453793274803 & 0.0166453793274944 & 1.05656373153173 \tabularnewline
222 & 7.65 & 13.9904853372993 & 0.0121730767554966 & 0.0121730767554924 & -2.51900152454695 \tabularnewline
223 & 12.35 & 13.7582474992296 & 0.0111980225151486 & 0.0111980225151393 & -0.562789670534326 \tabularnewline
224 & 15.6 & 14.0362895873624 & 0.0122407470478033 & 0.0122407470478 & 0.615080777460107 \tabularnewline
225 & 19.3 & 14.8163491409862 & 0.0151861527339514 & 0.0151861527339604 & 1.77139112947465 \tabularnewline
226 & 15.2 & 14.8832735503341 & 0.0153813755554335 & 0.0153813755554428 & 0.119451689687546 \tabularnewline
227 & 17.1 & 15.2186059239701 & 0.0165709465119739 & 0.0165709465119901 & 0.739165874856965 \tabularnewline
228 & 15.6 & 15.2861235811555 & 0.0167578744769031 & 0.016757874476919 & 0.117764235025988 \tabularnewline
229 & 18.4 & 15.7657693612109 & 0.0156522234437411 & -0.172174454303614 & 1.11098969130013 \tabularnewline
230 & 19.05 & 16.2621397616785 & 0.0177610833469741 & 0.0177610793390904 & 1.09897136084018 \tabularnewline
231 & 18.55 & 16.6120297937787 & 0.0191661893719784 & 0.0191661893720252 & 0.761085960334776 \tabularnewline
232 & 19.1 & 16.9917687308619 & 0.0206428917976675 & 0.0206428917977216 & 0.827894480635482 \tabularnewline
233 & 13.1 & 16.434356608288 & 0.0183431828690411 & 0.0183431828690857 & -1.32942526776451 \tabularnewline
234 & 12.85 & 15.9211706112636 & 0.0162825708445174 & 0.0162825708445536 & -1.22410491607408 \tabularnewline
235 & 9.5 & 14.9911167397009 & 0.0126974539913752 & 0.0126974539913929 & -2.18192130970471 \tabularnewline
236 & 4.5 & 13.4631133515077 & 0.00697928647419386 & 0.00697928647418409 & -3.55578857294149 \tabularnewline
237 & 11.85 & 13.2319021429188 & 0.00611129825212558 & 0.00611129825211167 & -0.550176230878132 \tabularnewline
238 & 13.6 & 13.2900771739416 & 0.00629795047778158 & 0.00629795047776795 & 0.120342543487145 \tabularnewline
239 & 11.7 & 13.0620370583357 & 0.00547000003091651 & 0.00547000003089956 & -0.541987001477921 \tabularnewline
240 & 12.4 & 12.9691529693712 & 0.0051270110298729 & 0.00512701102985307 & -0.227595452551179 \tabularnewline
241 & 13.35 & 13.0352866596915 & 0.00498875407164033 & -0.0548762903367503 & 0.146306036739636 \tabularnewline
242 & 11.4 & 12.7974972038245 & 0.0039756104915866 & 0.00397560625798362 & -0.555919322677722 \tabularnewline
243 & 14.9 & 13.109913056859 & 0.00521711089549924 & 0.00521711089548179 & 0.707864962131536 \tabularnewline
244 & 19.9 & 14.1117878389287 & 0.00910120227955732 & 0.00910120227956333 & 2.29158437759402 \tabularnewline
245 & 11.2 & 13.6907717479002 & 0.00747264136584534 & 0.00747264136583973 & -0.990494708366678 \tabularnewline
246 & 14.6 & 13.8293672532439 & 0.00795651392052912 & 0.00795651392052676 & 0.302349460981584 \tabularnewline
247 & 17.6 & 14.3873026300636 & 0.00994012740657004 & 0.00994012740657647 & 1.26955752778781 \tabularnewline
248 & 14.05 & 14.3449680331956 & 0.00975539070808186 & 0.00975539070808738 & -0.120781342429896 \tabularnewline
249 & 16.1 & 14.6085397172116 & 0.0106362387396327 & 0.0106362387396434 & 0.586905663898113 \tabularnewline
250 & 13.35 & 14.4321204166218 & 0.00999749105455301 & 0.00999749105455946 & -0.432822170356184 \tabularnewline
251 & 11.85 & 14.0619949117596 & 0.00871806579921468 & 0.00871806579921464 & -0.880057612401037 \tabularnewline
252 & 11.95 & 13.7597801463054 & 0.00768494392588335 & 0.00768494392587613 & -0.720222096762923 \tabularnewline
253 & 14.75 & 13.9182297682818 & 0.00735991855006315 & -0.0809591001186047 & 0.361300802598317 \tabularnewline
254 & 15.15 & 14.1049394752696 & 0.00807359069503354 & 0.00807358660200185 & 0.411284683795361 \tabularnewline
255 & 13.2 & 13.9775431215259 & 0.00755357279949394 & 0.00755357279949346 & -0.311324595201648 \tabularnewline
256 & 16.85 & 14.404663530158 & 0.00911315221325293 & 0.00911315221326628 & 0.965921560573554 \tabularnewline
257 & 7.85 & 13.4499323642353 & 0.00563177954271959 & 0.00563177954270959 & -2.22223228161111 \tabularnewline
258 & 7.7 & 12.6117017943437 & 0.0026606998978661 & 0.00266069989784184 & -1.94801155438949 \tabularnewline
259 & 12.6 & 12.6118714198422 & 0.0026521265326226 & 0.00265212653259635 & -0.00575649956471425 \tabularnewline
260 & 7.85 & 11.917483361462 & 0.000301216393546867 & 0.000301216393506633 & -1.61217121655496 \tabularnewline
261 & 10.95 & 11.7763307699159 & -0.000167355058472884 & -0.000167355058515392 & -0.327409680072219 \tabularnewline
262 & 12.35 & 11.8599865399364 & 0.000105897894199338 & 0.000105897894157851 & 0.194140489653654 \tabularnewline
263 & 9.95 & 11.5812799219833 & -0.00079010100342352 & -0.000790101003469796 & -0.646100220645544 \tabularnewline
264 & 14.9 & 12.0649148711628 & 0.000746912906392466 & 0.000746912906355379 & 1.12309405798326 \tabularnewline
265 & 16.65 & 12.7149863325534 & -0.000587897709847648 & 0.00646687865068271 & 1.55505131537307 \tabularnewline
266 & 13.4 & 12.815395076388 & -0.000203854532416189 & -0.000203858465472252 & 0.231915928903141 \tabularnewline
267 & 13.95 & 12.9819366050664 & 0.000407878230817673 & 0.000407878230815744 & 0.383673980974495 \tabularnewline
268 & 15.7 & 13.3809202426867 & 0.00182402286543005 & 0.0018240228654422 & 0.918656611602947 \tabularnewline
269 & 16.85 & 13.8904119644235 & 0.00357698098619153 & 0.00357698098620785 & 1.1717455471144 \tabularnewline
270 & 10.95 & 13.4626512534671 & 0.00212498141973335 & 0.00212498141974334 & -0.996742668109856 \tabularnewline
271 & 15.35 & 13.7400934007576 & 0.00303105236024193 & 0.00303105236025502 & 0.636838461604466 \tabularnewline
272 & 12.2 & 13.5172427731939 & 0.00230246573804965 & 0.00230246573805706 & -0.522926125551655 \tabularnewline
273 & 15.1 & 13.7499519169181 & 0.00303248721839236 & 0.00303248721840613 & 0.533780101495454 \tabularnewline
274 & 17.75 & 14.3357752172358 & 0.00484988598517944 & 0.00484988598520485 & 1.35095879720533 \tabularnewline
275 & 15.2 & 14.465256234063 & 0.00523307677190757 & 0.00523307677193671 & 0.289054564225991 \tabularnewline
276 & 14.6 & 14.4886076812956 & 0.00528808404418853 & 0.00528808404421716 & 0.0420401659126515 \tabularnewline
277 & 16.65 & 14.8071614038852 & 0.00467269594034588 & -0.051399651944899 & 0.749781137428254 \tabularnewline
278 & 8.1 & 13.8243672986648 & 0.00107745548810249 & 0.00107745297719 & -2.27027232734278 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=267699&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]12.7797707968617[/C][C]-0.029305089933039[/C][C]-0.0293050899781313[/C][C]-0.227256213568788[/C][/ROW]
[ROW][C]3[/C][C]12.8[/C][C]12.7670116996678[/C][C]-0.0262103147753955[/C][C]-0.0262103147753956[/C][C]0.0250108812451525[/C][/ROW]
[ROW][C]4[/C][C]7.4[/C][C]11.5200440546965[/C][C]-0.212280324366836[/C][C]-0.212280324366838[/C][C]-1.66840194634814[/C][/ROW]
[ROW][C]5[/C][C]6.7[/C][C]10.2656264267115[/C][C]-0.346533811926882[/C][C]-0.346533811926882[/C][C]-1.37711963498703[/C][/ROW]
[ROW][C]6[/C][C]12.6[/C][C]10.6372895131069[/C][C]-0.266367474146752[/C][C]-0.266367474146751[/C][C]0.951047261723077[/C][/ROW]
[ROW][C]7[/C][C]14.8[/C][C]11.4676951029633[/C][C]-0.158339127506614[/C][C]-0.158339127506615[/C][C]1.48215216304265[/C][/ROW]
[ROW][C]8[/C][C]13.3[/C][C]11.7997859539352[/C][C]-0.115108100880049[/C][C]-0.115108100880048[/C][C]0.682099437407762[/C][/ROW]
[ROW][C]9[/C][C]11.1[/C][C]11.5803061634341[/C][C]-0.123435543162111[/C][C]-0.123435543162111[/C][C]-0.149867363404489[/C][/ROW]
[ROW][C]10[/C][C]8.2[/C][C]10.778944219164[/C][C]-0.172851944784349[/C][C]-0.172851944784349[/C][C]-1.00523615879251[/C][/ROW]
[ROW][C]11[/C][C]11.4[/C][C]10.8098425586123[/C][C]-0.159176144328198[/C][C]-0.159176144328198[/C][C]0.311600735387579[/C][/ROW]
[ROW][C]12[/C][C]6.4[/C][C]9.80941819302489[/C][C]-0.211518668319023[/C][C]-0.211518668319024[/C][C]-1.32426463384008[/C][/ROW]
[ROW][C]13[/C][C]10.6[/C][C]9.48606240013299[/C][C]-0.201243710122113[/C][C]2.21368081241172[/C][C]-0.441865844122633[/C][/ROW]
[ROW][C]14[/C][C]12[/C][C]9.95313649924757[/C][C]-0.162661745953464[/C][C]-0.162661747309397[/C][C]0.929344010488475[/C][/ROW]
[ROW][C]15[/C][C]6.3[/C][C]9.0716591988815[/C][C]-0.20106156647033[/C][C]-0.20106156647033[/C][C]-1.07077474948822[/C][/ROW]
[ROW][C]16[/C][C]11.3[/C][C]9.41289393778838[/C][C]-0.174109977152684[/C][C]-0.174109977152685[/C][C]0.852470864408347[/C][/ROW]
[ROW][C]17[/C][C]11.9[/C][C]9.80181428534987[/C][C]-0.147945924592411[/C][C]-0.14794592459241[/C][C]0.923890957269992[/C][/ROW]
[ROW][C]18[/C][C]9.3[/C][C]9.61420851467419[/C][C]-0.149677276955363[/C][C]-0.149677276955362[/C][C]-0.067387233666617[/C][/ROW]
[ROW][C]19[/C][C]9.6[/C][C]9.51807785136913[/C][C]-0.147471798035769[/C][C]-0.14747179803577[/C][C]0.0936324226904335[/C][/ROW]
[ROW][C]20[/C][C]10[/C][C]9.51343704488809[/C][C]-0.141899360816022[/C][C]-0.141899360816021[/C][C]0.255808056977561[/C][/ROW]
[ROW][C]21[/C][C]6.4[/C][C]8.86051527926186[/C][C]-0.160852247781488[/C][C]-0.160852247781488[/C][C]-0.933897426112605[/C][/ROW]
[ROW][C]22[/C][C]13.8[/C][C]9.6354218649239[/C][C]-0.127752340761818[/C][C]-0.127752340761818[/C][C]1.7397632341782[/C][/ROW]
[ROW][C]23[/C][C]10.8[/C][C]9.75694906163823[/C][C]-0.119317915390982[/C][C]-0.11931791539098[/C][C]0.470360052943686[/C][/ROW]
[ROW][C]24[/C][C]13.8[/C][C]10.3807090836611[/C][C]-0.0952042791161858[/C][C]-0.0952042791161843[/C][C]1.42017065854331[/C][/ROW]
[ROW][C]25[/C][C]11.7[/C][C]10.3292357944617[/C][C]-0.0964684223927629[/C][C]1.0611526473991[/C][C]0.123449685470465[/C][/ROW]
[ROW][C]26[/C][C]10.9[/C][C]10.3749092292719[/C][C]-0.091623380315538[/C][C]-0.0916233814893775[/C][C]0.251249533349967[/C][/ROW]
[ROW][C]27[/C][C]16.1[/C][C]11.3536437733279[/C][C]-0.0572133505824219[/C][C]-0.0572133505824189[/C][C]1.95036683735159[/C][/ROW]
[ROW][C]28[/C][C]13.4[/C][C]11.6793785270905[/C][C]-0.0455538959205168[/C][C]-0.045553895920514[/C][C]0.715194381562015[/C][/ROW]
[ROW][C]29[/C][C]9.9[/C][C]11.3399664573692[/C][C]-0.0540604032539241[/C][C]-0.0540604032539195[/C][C]-0.560001969498724[/C][/ROW]
[ROW][C]30[/C][C]11.5[/C][C]11.3318871889822[/C][C]-0.0527903002437316[/C][C]-0.0527903002437269[/C][C]0.0891035384837176[/C][/ROW]
[ROW][C]31[/C][C]8.3[/C][C]10.7835693340701[/C][C]-0.0658946552772182[/C][C]-0.0658946552772158[/C][C]-0.973779114890376[/C][/ROW]
[ROW][C]32[/C][C]11.7[/C][C]10.8933033154444[/C][C]-0.0614345295824467[/C][C]-0.0614345295824436[/C][C]0.34923721329551[/C][/ROW]
[ROW][C]33[/C][C]9[/C][C]10.5379037318459[/C][C]-0.0686231138493488[/C][C]-0.0686231138493458[/C][C]-0.590464632079815[/C][/ROW]
[ROW][C]34[/C][C]9.7[/C][C]10.3538435639647[/C][C]-0.071348098077913[/C][C]-0.0713480980779112[/C][C]-0.233884141606906[/C][/ROW]
[ROW][C]35[/C][C]10.8[/C][C]10.3788605931642[/C][C]-0.0691473198393254[/C][C]-0.0691473198393224[/C][C]0.196711608932698[/C][/ROW]
[ROW][C]36[/C][C]10.3[/C][C]10.3193825312967[/C][C]-0.0689332508005707[/C][C]-0.0689332508005686[/C][C]0.019867546798403[/C][/ROW]
[ROW][C]37[/C][C]10.4[/C][C]10.1726968473103[/C][C]-0.0675721502342976[/C][C]0.743293653697152[/C][C]-0.205177380967279[/C][/ROW]
[ROW][C]38[/C][C]12.7[/C][C]10.5616679860516[/C][C]-0.0564633903839873[/C][C]-0.056463391847052[/C][C]0.884991615439093[/C][/ROW]
[ROW][C]39[/C][C]9.3[/C][C]10.3114568944338[/C][C]-0.0609427920127704[/C][C]-0.0609427920127682[/C][C]-0.382553336713617[/C][/ROW]
[ROW][C]40[/C][C]11.8[/C][C]10.5184625077006[/C][C]-0.055033482106121[/C][C]-0.055033482106118[/C][C]0.537116352219405[/C][/ROW]
[ROW][C]41[/C][C]5.9[/C][C]9.72171395260674[/C][C]-0.0706940835574077[/C][C]-0.0706940835574057[/C][C]-1.5055226734273[/C][/ROW]
[ROW][C]42[/C][C]11.4[/C][C]9.94758298675513[/C][C]-0.0646791409312217[/C][C]-0.0646791409312186[/C][C]0.608282029747965[/C][/ROW]
[ROW][C]43[/C][C]13[/C][C]10.3973559235527[/C][C]-0.0546253085333166[/C][C]-0.0546253085333135[/C][C]1.06452081288992[/C][/ROW]
[ROW][C]44[/C][C]10.8[/C][C]10.4249411594397[/C][C]-0.0530729547794058[/C][C]-0.053072954779402[/C][C]0.171388101097358[/C][/ROW]
[ROW][C]45[/C][C]12.3[/C][C]10.6882198404928[/C][C]-0.0472867454575938[/C][C]-0.0472867454575888[/C][C]0.663740384498674[/C][/ROW]
[ROW][C]46[/C][C]11.3[/C][C]10.7531613637306[/C][C]-0.0452939651499158[/C][C]-0.0452939651499115[/C][C]0.236767558430133[/C][/ROW]
[ROW][C]47[/C][C]11.8[/C][C]10.8878071520987[/C][C]-0.0421859300724765[/C][C]-0.0421859300724705[/C][C]0.381437759622459[/C][/ROW]
[ROW][C]48[/C][C]7.9[/C][C]10.3880329537048[/C][C]-0.0498880294441691[/C][C]-0.0498880294441655[/C][C]-0.974063895867183[/C][/ROW]
[ROW][C]49[/C][C]12.7[/C][C]10.5771512844625[/C][C]-0.0528875964726211[/C][C]0.581763562389386[/C][C]0.611961672044942[/C][/ROW]
[ROW][C]50[/C][C]12.3[/C][C]10.8247847263383[/C][C]-0.0471951465358478[/C][C]-0.0471951479644054[/C][C]0.610843115237283[/C][/ROW]
[ROW][C]51[/C][C]11.6[/C][C]10.9188223054312[/C][C]-0.0446430054724255[/C][C]-0.0446430054724182[/C][C]0.290855608617569[/C][/ROW]
[ROW][C]52[/C][C]6.7[/C][C]10.2100168670236[/C][C]-0.0561366607468174[/C][C]-0.0561366607468141[/C][C]-1.38262973052559[/C][/ROW]
[ROW][C]53[/C][C]10.9[/C][C]10.2818653140881[/C][C]-0.0540080228711017[/C][C]-0.0540080228710952[/C][C]0.268836955258555[/C][/ROW]
[ROW][C]54[/C][C]12.1[/C][C]10.5330546696111[/C][C]-0.0491136685034792[/C][C]-0.0491136685034716[/C][C]0.64591497466002[/C][/ROW]
[ROW][C]55[/C][C]13.3[/C][C]10.9353250235243[/C][C]-0.042113361595655[/C][C]-0.0421133615956472[/C][C]0.961381943950933[/C][/ROW]
[ROW][C]56[/C][C]10.1[/C][C]10.775458976642[/C][C]-0.0438841077235851[/C][C]-0.0438841077235775[/C][C]-0.252152002865951[/C][/ROW]
[ROW][C]57[/C][C]5.7[/C][C]9.95289768407368[/C][C]-0.0552655307441272[/C][C]-0.0552655307441222[/C][C]-1.67514945648803[/C][/ROW]
[ROW][C]58[/C][C]14.3[/C][C]10.5910528589714[/C][C]-0.0453932525800131[/C][C]-0.0453932525800063[/C][C]1.49768544296977[/C][/ROW]
[ROW][C]59[/C][C]8[/C][C]10.1579378728278[/C][C]-0.050780260969669[/C][C]-0.0507802609696626[/C][C]-0.840317215918535[/C][/ROW]
[ROW][C]60[/C][C]13.3[/C][C]10.6087803361954[/C][C]-0.0439671743453097[/C][C]-0.0439671743453024[/C][C]1.09046134040167[/C][/ROW]
[ROW][C]61[/C][C]9.3[/C][C]10.3301328133163[/C][C]-0.0416724290426069[/C][C]0.458396721091884[/C][C]-0.590618719130498[/C][/ROW]
[ROW][C]62[/C][C]12.5[/C][C]10.6492230701116[/C][C]-0.0360769192473786[/C][C]-0.0360769211651113[/C][C]0.754869321666911[/C][/ROW]
[ROW][C]63[/C][C]7.6[/C][C]10.1408404415568[/C][C]-0.0430832731595856[/C][C]-0.0430832731595804[/C][C]-0.998323251962734[/C][/ROW]
[ROW][C]64[/C][C]15.9[/C][C]11.0180943254737[/C][C]-0.0299756795347174[/C][C]-0.0299756795347088[/C][C]1.96168792446458[/C][/ROW]
[ROW][C]65[/C][C]9.2[/C][C]10.7130464267924[/C][C]-0.0337501489260788[/C][C]-0.0337501489260703[/C][C]-0.590413512316252[/C][/ROW]
[ROW][C]66[/C][C]9.1[/C][C]10.438765081667[/C][C]-0.0369402665201894[/C][C]-0.0369402665201816[/C][C]-0.519300655691576[/C][/ROW]
[ROW][C]67[/C][C]11.1[/C][C]10.5157186082404[/C][C]-0.0354759904408664[/C][C]-0.0354759904408596[/C][C]0.247109955300395[/C][/ROW]
[ROW][C]68[/C][C]13[/C][C]10.8746288583889[/C][C]-0.0305480291308339[/C][C]-0.0305480291308249[/C][C]0.859276896236592[/C][/ROW]
[ROW][C]69[/C][C]14.5[/C][C]11.411216523363[/C][C]-0.0236445079761888[/C][C]-0.0236445079761767[/C][C]1.24009927919627[/C][/ROW]
[ROW][C]70[/C][C]12.2[/C][C]11.5158353240232[/C][C]-0.0221203544705518[/C][C]-0.0221203544705402[/C][C]0.281328402787928[/C][/ROW]
[ROW][C]71[/C][C]12.3[/C][C]11.6204935175412[/C][C]-0.0206469665015916[/C][C]-0.0206469665015781[/C][C]0.27881727936015[/C][/ROW]
[ROW][C]72[/C][C]11.4[/C][C]11.5724800577401[/C][C]-0.0209585291704572[/C][C]-0.0209585291704449[/C][C]-0.060326382428912[/C][/ROW]
[ROW][C]73[/C][C]8.8[/C][C]11.1465608636457[/C][C]-0.0177153563243638[/C][C]0.194868921698306[/C][C]-1.00785777002971[/C][/ROW]
[ROW][C]74[/C][C]14.6[/C][C]11.6776579249606[/C][C]-0.0105084847693698[/C][C]-0.0105084873569206[/C][C]1.17108647181471[/C][/ROW]
[ROW][C]75[/C][C]12.6[/C][C]11.8144371682675[/C][C]-0.00865535134784186[/C][C]-0.00865535134783093[/C][C]0.31689109407509[/C][/ROW]
[ROW][C]76[/C][C]13[/C][C]11.9924279096822[/C][C]-0.00639681643060297[/C][C]-0.00639681643059029[/C][C]0.404318781622967[/C][/ROW]
[ROW][C]77[/C][C]12.6[/C][C]12.0817954478262[/C][C]-0.00527841837488146[/C][C]-0.00527841837486808[/C][C]0.208630014520213[/C][/ROW]
[ROW][C]78[/C][C]13.2[/C][C]12.2500078203802[/C][C]-0.00331670698363072[/C][C]-0.00331670698361646[/C][C]0.379768995274305[/C][/ROW]
[ROW][C]79[/C][C]9.9[/C][C]11.8878294793246[/C][C]-0.00725674754633468[/C][C]-0.00725674754632365[/C][C]-0.788710915133592[/C][/ROW]
[ROW][C]80[/C][C]7.7[/C][C]11.2434595008494[/C][C]-0.0140664288136973[/C][C]-0.0140664288136896[/C][C]-1.405051558581[/C][/ROW]
[ROW][C]81[/C][C]10.5[/C][C]11.120478564762[/C][C]-0.0152023130889715[/C][C]-0.015202313088964[/C][C]-0.240896577607784[/C][/ROW]
[ROW][C]82[/C][C]13.4[/C][C]11.4561790972091[/C][C]-0.011624118222941[/C][C]-0.0116241182229325[/C][C]0.778078574504269[/C][/ROW]
[ROW][C]83[/C][C]10.9[/C][C]11.3637569306276[/C][C]-0.0124311588401471[/C][C]-0.0124311588401378[/C][C]-0.179548637543856[/C][/ROW]
[ROW][C]84[/C][C]4.3[/C][C]10.2859892609824[/C][C]-0.0228710270712608[/C][C]-0.0228710270712591[/C][C]-2.37186820786726[/C][/ROW]
[ROW][C]85[/C][C]10.3[/C][C]10.2337227963199[/C][C]-0.0226716879402008[/C][C]0.249388570109146[/C][C]-0.0725896688732971[/C][/ROW]
[ROW][C]86[/C][C]11.8[/C][C]10.4613447386721[/C][C]-0.019821883287974[/C][C]-0.0198218862665026[/C][C]0.541700433811768[/C][/ROW]
[ROW][C]87[/C][C]11.2[/C][C]10.5616366840104[/C][C]-0.0185098684077863[/C][C]-0.0185098684077831[/C][C]0.261767438176902[/C][/ROW]
[ROW][C]88[/C][C]11.4[/C][C]10.6775190459601[/C][C]-0.0170961974288187[/C][C]-0.0170961974288123[/C][C]0.294572650391718[/C][/ROW]
[ROW][C]89[/C][C]8.6[/C][C]10.3480878821697[/C][C]-0.0202711333835809[/C][C]-0.0202711333835776[/C][C]-0.687890563446486[/C][/ROW]
[ROW][C]90[/C][C]13.2[/C][C]10.7683319300259[/C][C]-0.0159301289877925[/C][C]-0.0159301289877864[/C][C]0.974103119253501[/C][/ROW]
[ROW][C]91[/C][C]12.6[/C][C]11.0353386873774[/C][C]-0.0132194700092816[/C][C]-0.0132194700092747[/C][C]0.627778886128182[/C][/ROW]
[ROW][C]92[/C][C]5.6[/C][C]10.203043486315[/C][C]-0.0208680075216324[/C][C]-0.0208680075216307[/C][C]-1.82260239519946[/C][/ROW]
[ROW][C]93[/C][C]9.9[/C][C]10.1426938852811[/C][C]-0.0212281803421173[/C][C]-0.0212281803421154[/C][C]-0.0880705619398056[/C][/ROW]
[ROW][C]94[/C][C]8.8[/C][C]9.92538703446221[/C][C]-0.0229791964300197[/C][C]-0.0229791964300201[/C][C]-0.438312752263036[/C][/ROW]
[ROW][C]95[/C][C]7.7[/C][C]9.57429084609505[/C][C]-0.0258527000587278[/C][C]-0.0258527000587294[/C][C]-0.734810579475628[/C][/ROW]
[ROW][C]96[/C][C]9[/C][C]9.46987546569844[/C][C]-0.0265284872487943[/C][C]-0.0265284872487975[/C][C]-0.176218761227111[/C][/ROW]
[ROW][C]97[/C][C]7.3[/C][C]9.1079154748324[/C][C]-0.0245560999832658[/C][C]0.270117103197221[/C][C]-0.823553029866077[/C][/ROW]
[ROW][C]98[/C][C]11.4[/C][C]9.44345957752341[/C][C]-0.020937195726891[/C][C]-0.0209371994158799[/C][C]0.787728131366088[/C][/ROW]
[ROW][C]99[/C][C]13.6[/C][C]10.0647707067372[/C][C]-0.0147389525774314[/C][C]-0.014738952577435[/C][C]1.41337211694685[/C][/ROW]
[ROW][C]100[/C][C]7.9[/C][C]9.72486018201302[/C][C]-0.0177640343642055[/C][C]-0.017764034364207[/C][C]-0.719152443258184[/C][/ROW]
[ROW][C]101[/C][C]10.7[/C][C]9.86042610002632[/C][C]-0.0163842243373871[/C][C]-0.0163842243373892[/C][C]0.34051175158975[/C][/ROW]
[ROW][C]102[/C][C]10.3[/C][C]9.91547546366165[/C][C]-0.0157604420130798[/C][C]-0.015760442013082[/C][C]0.159189603430619[/C][/ROW]
[ROW][C]103[/C][C]8.3[/C][C]9.66080748195649[/C][C]-0.0177906224723835[/C][C]-0.0177906224723879[/C][C]-0.533966125470646[/C][/ROW]
[ROW][C]104[/C][C]9.6[/C][C]9.63922059368334[/C][C]-0.0178220958255529[/C][C]-0.0178220958255569[/C][C]-0.00850588471028139[/C][/ROW]
[ROW][C]105[/C][C]14.2[/C][C]10.3117740736887[/C][C]-0.0122252881210327[/C][C]-0.0122252881210315[/C][C]1.55013335103741[/C][/ROW]
[ROW][C]106[/C][C]8.5[/C][C]10.0315401057398[/C][C]-0.0143541520047368[/C][C]-0.0143541520047384[/C][C]-0.602868512330112[/C][/ROW]
[ROW][C]107[/C][C]13.5[/C][C]10.5408361669933[/C][C]-0.0102713532641478[/C][C]-0.0102713532641441[/C][C]1.17976850379997[/C][/ROW]
[ROW][C]108[/C][C]4.9[/C][C]9.69005067477337[/C][C]-0.0167139453585016[/C][C]-0.0167139453585057[/C][C]-1.89623494017933[/C][/ROW]
[ROW][C]109[/C][C]6.4[/C][C]9.19490342069707[/C][C]-0.0142306807113875[/C][C]0.156537491871355[/C][C]-1.16944631882608[/C][/ROW]
[ROW][C]110[/C][C]9.6[/C][C]9.24685508023958[/C][C]-0.0136354208212001[/C][C]-0.013635424924223[/C][C]0.145991716169938[/C][/ROW]
[ROW][C]111[/C][C]11.6[/C][C]9.5948494475357[/C][C]-0.0105094730888185[/C][C]-0.0105094730888311[/C][C]0.801930372443447[/C][/ROW]
[ROW][C]112[/C][C]11.1[/C][C]9.81527341444216[/C][C]-0.008583703930112[/C][C]-0.00858370393011588[/C][C]0.514344811825702[/C][/ROW]
[ROW][C]113[/C][C]4.35[/C][C]8.9850354891381[/C][C]-0.0152167572457875[/C][C]-0.0152167572458015[/C][C]-1.83669420017941[/C][/ROW]
[ROW][C]114[/C][C]12.7[/C][C]9.53311034654358[/C][C]-0.010800722712004[/C][C]-0.010800722712014[/C][C]1.2630088397438[/C][/ROW]
[ROW][C]115[/C][C]18.1[/C][C]10.8109541127484[/C][C]-0.000961982766342176[/C][C]-0.00096198276634145[/C][C]2.89683691242617[/C][/ROW]
[ROW][C]116[/C][C]17.85[/C][C]11.8643415144205[/C][C]0.00689763820754521[/C][C]0.00689763820755592[/C][C]2.37532721997769[/C][/ROW]
[ROW][C]117[/C][C]16.6[/C][C]12.5771155803807[/C][C]0.0120468314155267[/C][C]0.0120468314155427[/C][C]1.59322037285243[/C][/ROW]
[ROW][C]118[/C][C]12.6[/C][C]12.5889819033957[/C][C]0.012045540277862[/C][C]0.0120455402778774[/C][C]-0.00040807261631432[/C][/ROW]
[ROW][C]119[/C][C]17.1[/C][C]13.2699696287397[/C][C]0.0167455367503492[/C][C]0.0167455367503718[/C][C]1.51434817345065[/C][/ROW]
[ROW][C]120[/C][C]19.1[/C][C]14.1499658161884[/C][C]0.0227125438058622[/C][C]0.0227125438058913[/C][C]1.95655229729543[/C][/ROW]
[ROW][C]121[/C][C]16.1[/C][C]14.4750857662622[/C][C]0.0213077121028473[/C][C]-0.23438482999391[/C][C]0.73658245977117[/C][/ROW]
[ROW][C]122[/C][C]13.35[/C][C]14.3192276991164[/C][C]0.0198656892568187[/C][C]0.0198656862728458[/C][C]-0.393446894632219[/C][/ROW]
[ROW][C]123[/C][C]18.4[/C][C]14.9495876002133[/C][C]0.0246443184964935[/C][C]0.0246443184965308[/C][C]1.36215715440016[/C][/ROW]
[ROW][C]124[/C][C]14.7[/C][C]14.9292396744565[/C][C]0.024304352038482[/C][C]0.024304352038523[/C][C]-0.100779917197316[/C][/ROW]
[ROW][C]125[/C][C]10.6[/C][C]14.2964598107036[/C][C]0.0194948270797957[/C][C]0.0194948270798295[/C][C]-1.47661464772301[/C][/ROW]
[ROW][C]126[/C][C]12.6[/C][C]14.056121871619[/C][C]0.0176467345510082[/C][C]0.0176467345510398[/C][C]-0.585493730090492[/C][/ROW]
[ROW][C]127[/C][C]16.2[/C][C]14.3888072311649[/C][C]0.0198303301186247[/C][C]0.0198303301186586[/C][C]0.71152287241515[/C][/ROW]
[ROW][C]128[/C][C]13.6[/C][C]14.2850775708098[/C][C]0.0189936382340719[/C][C]0.018993638234105[/C][C]-0.279606810582172[/C][/ROW]
[ROW][C]129[/C][C]18.9[/C][C]14.985656896195[/C][C]0.0235128963612696[/C][C]0.0235128963613092[/C][C]1.54493471281436[/C][/ROW]
[ROW][C]130[/C][C]14.1[/C][C]14.8704566975921[/C][C]0.02261051290467[/C][C]0.0226105129047075[/C][C]-0.314864405306063[/C][/ROW]
[ROW][C]131[/C][C]14.5[/C][C]14.8313144418232[/C][C]0.0222156712035725[/C][C]0.0222156712036106[/C][C]-0.140343787796342[/C][/ROW]
[ROW][C]132[/C][C]16.15[/C][C]15.0426499678614[/C][C]0.0234060090191077[/C][C]0.0234060090191466[/C][C]0.43026208684015[/C][/ROW]
[ROW][C]133[/C][C]14.75[/C][C]15.0578933802289[/C][C]0.0234403255831238[/C][C]-0.257843578499258[/C][C]-0.0198250412362403[/C][/ROW]
[ROW][C]134[/C][C]14.8[/C][C]15.0353238586896[/C][C]0.0230983368453339[/C][C]0.0230983339700079[/C][C]-0.10274376910118[/C][/ROW]
[ROW][C]135[/C][C]12.45[/C][C]14.6626908559323[/C][C]0.0202681210428596[/C][C]0.0202681210428931[/C][C]-0.887453008331556[/C][/ROW]
[ROW][C]136[/C][C]12.65[/C][C]14.3751804568669[/C][C]0.0181421216149137[/C][C]0.0181421216149475[/C][C]-0.692642256576811[/C][/ROW]
[ROW][C]137[/C][C]17.35[/C][C]14.8326326517593[/C][C]0.021083204538731[/C][C]0.0210832045387681[/C][C]0.991548763694122[/C][/ROW]
[ROW][C]138[/C][C]8.6[/C][C]13.9177357425135[/C][C]0.0149909417716483[/C][C]0.0149909417716765[/C][C]-2.11775729517343[/C][/ROW]
[ROW][C]139[/C][C]18.4[/C][C]14.5955977624456[/C][C]0.0191976768166915[/C][C]0.0191976768167254[/C][C]1.50292614602975[/C][/ROW]
[ROW][C]140[/C][C]16.1[/C][C]14.8327105709179[/C][C]0.0205494572388869[/C][C]0.0205494572389234[/C][C]0.494945703813397[/C][/ROW]
[ROW][C]141[/C][C]11.6[/C][C]14.3672859609499[/C][C]0.017596127435727[/C][C]0.0175961274357585[/C][C]-1.1054312037277[/C][/ROW]
[ROW][C]142[/C][C]17.75[/C][C]14.8812193307392[/C][C]0.0205570113251607[/C][C]0.0205570113251966[/C][C]1.13044740934381[/C][/ROW]
[ROW][C]143[/C][C]15.25[/C][C]14.9503108241313[/C][C]0.020841722190717[/C][C]0.0208417221907547[/C][C]0.110662651560279[/C][/ROW]
[ROW][C]144[/C][C]17.65[/C][C]15.3645195398904[/C][C]0.0231143682305034[/C][C]0.0231143682305442[/C][C]0.897761568818604[/C][/ROW]
[ROW][C]145[/C][C]16.35[/C][C]15.5575531149951[/C][C]0.0224619896631762[/C][C]-0.247081883564693[/C][C]0.41171632087473[/C][/ROW]
[ROW][C]146[/C][C]17.65[/C][C]15.8878247010339[/C][C]0.0245672019712999[/C][C]0.0245671989705726[/C][C]0.690544885767148[/C][/ROW]
[ROW][C]147[/C][C]13.6[/C][C]15.5623063373609[/C][C]0.0222623755199382[/C][C]0.0222623755199822[/C][C]-0.788424731218518[/C][/ROW]
[ROW][C]148[/C][C]14.35[/C][C]15.3968398662103[/C][C]0.0210681301803435[/C][C]0.021068130180387[/C][C]-0.424137809225536[/C][/ROW]
[ROW][C]149[/C][C]14.75[/C][C]15.3152482584877[/C][C]0.0204348929121237[/C][C]0.0204348929121664[/C][C]-0.232560024426471[/C][/ROW]
[ROW][C]150[/C][C]18.25[/C][C]15.7660014660956[/C][C]0.0230166991446766[/C][C]0.0230166991447245[/C][C]0.977003730941724[/C][/ROW]
[ROW][C]151[/C][C]9.9[/C][C]14.9114139088469[/C][C]0.0178806767508086[/C][C]0.0178806767508455[/C][C]-1.99629005322959[/C][/ROW]
[ROW][C]152[/C][C]16[/C][C]15.0853522428805[/C][C]0.0187737861303765[/C][C]0.0187737861304155[/C][C]0.355551988563627[/C][/ROW]
[ROW][C]153[/C][C]18.25[/C][C]15.5670742808586[/C][C]0.021370469813383[/C][C]0.0213704698134275[/C][C]1.05618562607631[/C][/ROW]
[ROW][C]154[/C][C]16.85[/C][C]15.7718521266585[/C][C]0.0223807320910463[/C][C]0.022380732091092[/C][C]0.418917864908624[/C][/ROW]
[ROW][C]155[/C][C]14.6[/C][C]15.6144750842628[/C][C]0.021406646078355[/C][C]0.0214066460783998[/C][C]-0.410991680594101[/C][/ROW]
[ROW][C]156[/C][C]13.85[/C][C]15.3690600158669[/C][C]0.0199820483557675[/C][C]0.019982048355808[/C][C]-0.610577202718014[/C][/ROW]
[ROW][C]157[/C][C]18.95[/C][C]15.9181875601906[/C][C]0.0181126751896655[/C][C]-0.199239424441322[/C][C]1.27956737481715[/C][/ROW]
[ROW][C]158[/C][C]15.6[/C][C]15.8832095198111[/C][C]0.0177764239729999[/C][C]0.0177764213742089[/C][C]-0.119571997087419[/C][/ROW]
[ROW][C]159[/C][C]14.85[/C][C]15.741403670196[/C][C]0.016803129984226[/C][C]0.0168031299842788[/C][C]-0.36069038353659[/C][/ROW]
[ROW][C]160[/C][C]11.75[/C][C]15.1588231898632[/C][C]0.013269449730344[/C][C]0.0132694497303887[/C][C]-1.35872313874287[/C][/ROW]
[ROW][C]161[/C][C]18.45[/C][C]15.6571589438197[/C][C]0.0160433550291129[/C][C]0.016043355029166[/C][C]1.10227826148327[/C][/ROW]
[ROW][C]162[/C][C]15.9[/C][C]15.7044579220492[/C][C]0.0162172751850614[/C][C]0.0162172751851152[/C][C]0.0711721462997261[/C][/ROW]
[ROW][C]163[/C][C]17.1[/C][C]15.922509856008[/C][C]0.01731318448944[/C][C]0.0173131844894948[/C][C]0.460393081273594[/C][/ROW]
[ROW][C]164[/C][C]16.1[/C][C]15.9609485485368[/C][C]0.0174253963926175[/C][C]0.0174253963926723[/C][C]0.0482587405333246[/C][/ROW]
[ROW][C]165[/C][C]19.9[/C][C]16.5550387718701[/C][C]0.0204285835762349[/C][C]0.0204285835762975[/C][C]1.31896411026831[/C][/ROW]
[ROW][C]166[/C][C]10.95[/C][C]15.7423572416632[/C][C]0.0161662174400214[/C][C]0.0161662174400726[/C][C]-1.90754115445638[/C][/ROW]
[ROW][C]167[/C][C]18.45[/C][C]16.1529641044087[/C][C]0.0181522183117065[/C][C]0.018152218311764[/C][C]0.903961166291718[/C][/ROW]
[ROW][C]168[/C][C]15.1[/C][C]16.0106328781362[/C][C]0.0173557929964271[/C][C]0.0173557929964814[/C][C]-0.368078482655418[/C][/ROW]
[ROW][C]169[/C][C]15[/C][C]15.910624065696[/C][C]0.0177397644348109[/C][C]-0.195137406065013[/C][C]-0.283324776972956[/C][/ROW]
[ROW][C]170[/C][C]11.35[/C][C]15.2419727825357[/C][C]0.0136918591982774[/C][C]0.0136918570865366[/C][C]-1.55111497786907[/C][/ROW]
[ROW][C]171[/C][C]15.95[/C][C]15.3570095590623[/C][C]0.0142675855662382[/C][C]0.0142675855662822[/C][C]0.229771828203107[/C][/ROW]
[ROW][C]172[/C][C]18.1[/C][C]15.7744462843966[/C][C]0.0164822421679995[/C][C]0.0164822421680479[/C][C]0.916561572092468[/C][/ROW]
[ROW][C]173[/C][C]14.6[/C][C]15.6119663782157[/C][C]0.0155283694844827[/C][C]0.015528369484531[/C][C]-0.407773444741221[/C][/ROW]
[ROW][C]174[/C][C]15.4[/C][C]15.5915363041395[/C][C]0.0153418162117606[/C][C]0.0153418162118088[/C][C]-0.082088569318998[/C][/ROW]
[ROW][C]175[/C][C]15.4[/C][C]15.5740457374353[/C][C]0.0151755506589436[/C][C]0.01517555065899[/C][C]-0.0750720229995362[/C][/ROW]
[ROW][C]176[/C][C]17.6[/C][C]15.8837022809308[/C][C]0.0166348683695934[/C][C]0.0166348683696437[/C][C]0.674248664574098[/C][/ROW]
[ROW][C]177[/C][C]13.35[/C][C]15.5219395219644[/C][C]0.0147957618837962[/C][C]0.0147957618838418[/C][C]-0.867381761055268[/C][/ROW]
[ROW][C]178[/C][C]19.1[/C][C]16.0593469529839[/C][C]0.0172918764501995[/C][C]0.0172918764502513[/C][C]1.19913238663564[/C][/ROW]
[ROW][C]179[/C][C]15.35[/C][C]15.9671583263197[/C][C]0.01677711273193[/C][C]0.0167771127319816[/C][C]-0.251414528134351[/C][/ROW]
[ROW][C]180[/C][C]7.6[/C][C]14.748463678556[/C][C]0.0110497318721991[/C][C]0.0110497318722323[/C][C]-2.83923557516535[/C][/ROW]
[ROW][C]181[/C][C]13.4[/C][C]14.5856722356849[/C][C]0.0115793171671075[/C][C]-0.127372486501646[/C][C]-0.41904472778045[/C][/ROW]
[ROW][C]182[/C][C]13.9[/C][C]14.4916740237082[/C][C]0.010996800908193[/C][C]0.010996798664973[/C][C]-0.239283639735912[/C][/ROW]
[ROW][C]183[/C][C]19.1[/C][C]15.1838887681101[/C][C]0.0146184069039042[/C][C]0.0146184069039377[/C][C]1.54863753446638[/C][/ROW]
[ROW][C]184[/C][C]15.25[/C][C]15.2039715901733[/C][C]0.0146465056905419[/C][C]0.0146465056905769[/C][C]0.0124538561675043[/C][/ROW]
[ROW][C]185[/C][C]12.9[/C][C]14.87351633328[/C][C]0.0129241412829409[/C][C]0.0129241412829723[/C][C]-0.788172696525639[/C][/ROW]
[ROW][C]186[/C][C]16.1[/C][C]15.0637346607367[/C][C]0.0137856678530748[/C][C]0.0137856678531089[/C][C]0.405634161032278[/C][/ROW]
[ROW][C]187[/C][C]17.35[/C][C]15.4106026882376[/C][C]0.0153659938169847[/C][C]0.0153659938170225[/C][C]0.763196517720474[/C][/ROW]
[ROW][C]188[/C][C]13.15[/C][C]15.0884603228221[/C][C]0.0137985409539504[/C][C]0.0137985409539835[/C][C]-0.774309482198279[/C][/ROW]
[ROW][C]189[/C][C]12.15[/C][C]14.6657909764827[/C][C]0.011809931690552[/C][C]0.011809931690579[/C][C]-1.00241057501094[/C][/ROW]
[ROW][C]190[/C][C]12.6[/C][C]14.3703908636376[/C][C]0.0104340538632812[/C][C]0.0104340538633029[/C][C]-0.706194199164356[/C][/ROW]
[ROW][C]191[/C][C]10.35[/C][C]13.7870543237643[/C][C]0.00781545947937426[/C][C]0.00781545947938838[/C][C]-1.36598634563731[/C][/ROW]
[ROW][C]192[/C][C]15.4[/C][C]14.0294146855082[/C][C]0.00883556703939133[/C][C]0.00883556703940789[/C][C]0.539940017106612[/C][/ROW]
[ROW][C]193[/C][C]9.6[/C][C]13.4278356619784[/C][C]0.0105753417765739[/C][C]-0.116328756694312[/C][C]-1.46951692974478[/C][/ROW]
[ROW][C]194[/C][C]18.2[/C][C]14.144410367636[/C][C]0.0142348701481628[/C][C]0.0142348666726489[/C][C]1.60419899431603[/C][/ROW]
[ROW][C]195[/C][C]13.6[/C][C]14.0737364293194[/C][C]0.0138106801898312[/C][C]0.0138106801898327[/C][C]-0.193482538408193[/C][/ROW]
[ROW][C]196[/C][C]14.85[/C][C]14.19826735297[/C][C]0.0143458262347973[/C][C]0.014345826234805[/C][C]0.252895037254413[/C][/ROW]
[ROW][C]197[/C][C]14.75[/C][C]14.2898293044219[/C][C]0.0147081495658849[/C][C]0.0147081495658923[/C][C]0.176715675121602[/C][/ROW]
[ROW][C]198[/C][C]14.1[/C][C]14.2722190860965[/C][C]0.0145604623728415[/C][C]0.0145604623728483[/C][C]-0.0740852446742848[/C][/ROW]
[ROW][C]199[/C][C]14.9[/C][C]14.3749145792797[/C][C]0.0149538051536418[/C][C]0.0149538051536494[/C][C]0.202317220048026[/C][/ROW]
[ROW][C]200[/C][C]16.25[/C][C]14.6612256112039[/C][C]0.016139537468272[/C][C]0.0161395374682846[/C][C]0.623641018029525[/C][/ROW]
[ROW][C]201[/C][C]19.25[/C][C]15.3468474417619[/C][C]0.0190101763808702[/C][C]0.0190101763808924[/C][C]1.54015576920277[/C][/ROW]
[ROW][C]202[/C][C]13.6[/C][C]15.103811739231[/C][C]0.0179054103381648[/C][C]0.0179054103381824[/C][C]-0.603353180590035[/C][/ROW]
[ROW][C]203[/C][C]13.6[/C][C]14.8958271611159[/C][C]0.0169674155378129[/C][C]0.016967415537828[/C][C]-0.520483698817785[/C][/ROW]
[ROW][C]204[/C][C]15.65[/C][C]15.0184059053607[/C][C]0.0174000179143548[/C][C]0.0174000179143705[/C][C]0.243496342447967[/C][/ROW]
[ROW][C]205[/C][C]12.75[/C][C]14.7409531300719[/C][C]0.018189539078514[/C][C]-0.200084926230827[/C][C]-0.709028730873988[/C][/ROW]
[ROW][C]206[/C][C]14.6[/C][C]14.732845309455[/C][C]0.0180610071039329[/C][C]0.0180610034944801[/C][C]-0.059889284280525[/C][/ROW]
[ROW][C]207[/C][C]9.85[/C][C]14.0232287229798[/C][C]0.0146323757476984[/C][C]0.0146323757476911[/C][C]-1.66163149524514[/C][/ROW]
[ROW][C]208[/C][C]12.65[/C][C]13.830805334931[/C][C]0.0136883077032066[/C][C]0.0136883077032002[/C][C]-0.473853353161997[/C][/ROW]
[ROW][C]209[/C][C]19.2[/C][C]14.6317991061585[/C][C]0.0171740793913918[/C][C]0.0171740793913964[/C][C]1.80509829094653[/C][/ROW]
[ROW][C]210[/C][C]16.6[/C][C]14.9335924181969[/C][C]0.0184015796147367[/C][C]0.0184015796147449[/C][C]0.653570898712618[/C][/ROW]
[ROW][C]211[/C][C]11.2[/C][C]14.3977363524379[/C][C]0.0160665391076326[/C][C]0.0160665391076317[/C][C]-1.27439685048065[/C][/ROW]
[ROW][C]212[/C][C]15.25[/C][C]14.5342431289171[/C][C]0.0165634432859275[/C][C]0.0165634432859298[/C][C]0.277230993249705[/C][/ROW]
[ROW][C]213[/C][C]11.9[/C][C]14.1594238741909[/C][C]0.0149785794438545[/C][C]0.0149785794438495[/C][C]-0.901730796565352[/C][/ROW]
[ROW][C]214[/C][C]13.2[/C][C]14.0293362261409[/C][C]0.0144008764984166[/C][C]0.0144008764984086[/C][C]-0.334492955691949[/C][/ROW]
[ROW][C]215[/C][C]16.35[/C][C]14.3795682792741[/C][C]0.0157184154515395[/C][C]0.0157184154515383[/C][C]0.774885226042034[/C][/ROW]
[ROW][C]216[/C][C]12.4[/C][C]14.1007676167956[/C][C]0.0145783656109151[/C][C]0.0145783656109077[/C][C]-0.679961094325722[/C][/ROW]
[ROW][C]217[/C][C]15.85[/C][C]14.3824093037108[/C][C]0.0139040604852752[/C][C]-0.152944661839447[/C][C]0.64156004993508[/C][/ROW]
[ROW][C]218[/C][C]18.15[/C][C]14.9498870280832[/C][C]0.016463645796006[/C][C]0.0164636418031538[/C][C]1.2632444592196[/C][/ROW]
[ROW][C]219[/C][C]11.15[/C][C]14.4003083730336[/C][C]0.0139400986551425[/C][C]0.0139400986551441[/C][C]-1.29494733791334[/C][/ROW]
[ROW][C]220[/C][C]15.65[/C][C]14.5943459865207[/C][C]0.0147172231528318[/C][C]0.0147172231528386[/C][C]0.412872429780093[/C][/ROW]
[ROW][C]221[/C][C]17.75[/C][C]15.0691431377021[/C][C]0.0166453793274803[/C][C]0.0166453793274944[/C][C]1.05656373153173[/C][/ROW]
[ROW][C]222[/C][C]7.65[/C][C]13.9904853372993[/C][C]0.0121730767554966[/C][C]0.0121730767554924[/C][C]-2.51900152454695[/C][/ROW]
[ROW][C]223[/C][C]12.35[/C][C]13.7582474992296[/C][C]0.0111980225151486[/C][C]0.0111980225151393[/C][C]-0.562789670534326[/C][/ROW]
[ROW][C]224[/C][C]15.6[/C][C]14.0362895873624[/C][C]0.0122407470478033[/C][C]0.0122407470478[/C][C]0.615080777460107[/C][/ROW]
[ROW][C]225[/C][C]19.3[/C][C]14.8163491409862[/C][C]0.0151861527339514[/C][C]0.0151861527339604[/C][C]1.77139112947465[/C][/ROW]
[ROW][C]226[/C][C]15.2[/C][C]14.8832735503341[/C][C]0.0153813755554335[/C][C]0.0153813755554428[/C][C]0.119451689687546[/C][/ROW]
[ROW][C]227[/C][C]17.1[/C][C]15.2186059239701[/C][C]0.0165709465119739[/C][C]0.0165709465119901[/C][C]0.739165874856965[/C][/ROW]
[ROW][C]228[/C][C]15.6[/C][C]15.2861235811555[/C][C]0.0167578744769031[/C][C]0.016757874476919[/C][C]0.117764235025988[/C][/ROW]
[ROW][C]229[/C][C]18.4[/C][C]15.7657693612109[/C][C]0.0156522234437411[/C][C]-0.172174454303614[/C][C]1.11098969130013[/C][/ROW]
[ROW][C]230[/C][C]19.05[/C][C]16.2621397616785[/C][C]0.0177610833469741[/C][C]0.0177610793390904[/C][C]1.09897136084018[/C][/ROW]
[ROW][C]231[/C][C]18.55[/C][C]16.6120297937787[/C][C]0.0191661893719784[/C][C]0.0191661893720252[/C][C]0.761085960334776[/C][/ROW]
[ROW][C]232[/C][C]19.1[/C][C]16.9917687308619[/C][C]0.0206428917976675[/C][C]0.0206428917977216[/C][C]0.827894480635482[/C][/ROW]
[ROW][C]233[/C][C]13.1[/C][C]16.434356608288[/C][C]0.0183431828690411[/C][C]0.0183431828690857[/C][C]-1.32942526776451[/C][/ROW]
[ROW][C]234[/C][C]12.85[/C][C]15.9211706112636[/C][C]0.0162825708445174[/C][C]0.0162825708445536[/C][C]-1.22410491607408[/C][/ROW]
[ROW][C]235[/C][C]9.5[/C][C]14.9911167397009[/C][C]0.0126974539913752[/C][C]0.0126974539913929[/C][C]-2.18192130970471[/C][/ROW]
[ROW][C]236[/C][C]4.5[/C][C]13.4631133515077[/C][C]0.00697928647419386[/C][C]0.00697928647418409[/C][C]-3.55578857294149[/C][/ROW]
[ROW][C]237[/C][C]11.85[/C][C]13.2319021429188[/C][C]0.00611129825212558[/C][C]0.00611129825211167[/C][C]-0.550176230878132[/C][/ROW]
[ROW][C]238[/C][C]13.6[/C][C]13.2900771739416[/C][C]0.00629795047778158[/C][C]0.00629795047776795[/C][C]0.120342543487145[/C][/ROW]
[ROW][C]239[/C][C]11.7[/C][C]13.0620370583357[/C][C]0.00547000003091651[/C][C]0.00547000003089956[/C][C]-0.541987001477921[/C][/ROW]
[ROW][C]240[/C][C]12.4[/C][C]12.9691529693712[/C][C]0.0051270110298729[/C][C]0.00512701102985307[/C][C]-0.227595452551179[/C][/ROW]
[ROW][C]241[/C][C]13.35[/C][C]13.0352866596915[/C][C]0.00498875407164033[/C][C]-0.0548762903367503[/C][C]0.146306036739636[/C][/ROW]
[ROW][C]242[/C][C]11.4[/C][C]12.7974972038245[/C][C]0.0039756104915866[/C][C]0.00397560625798362[/C][C]-0.555919322677722[/C][/ROW]
[ROW][C]243[/C][C]14.9[/C][C]13.109913056859[/C][C]0.00521711089549924[/C][C]0.00521711089548179[/C][C]0.707864962131536[/C][/ROW]
[ROW][C]244[/C][C]19.9[/C][C]14.1117878389287[/C][C]0.00910120227955732[/C][C]0.00910120227956333[/C][C]2.29158437759402[/C][/ROW]
[ROW][C]245[/C][C]11.2[/C][C]13.6907717479002[/C][C]0.00747264136584534[/C][C]0.00747264136583973[/C][C]-0.990494708366678[/C][/ROW]
[ROW][C]246[/C][C]14.6[/C][C]13.8293672532439[/C][C]0.00795651392052912[/C][C]0.00795651392052676[/C][C]0.302349460981584[/C][/ROW]
[ROW][C]247[/C][C]17.6[/C][C]14.3873026300636[/C][C]0.00994012740657004[/C][C]0.00994012740657647[/C][C]1.26955752778781[/C][/ROW]
[ROW][C]248[/C][C]14.05[/C][C]14.3449680331956[/C][C]0.00975539070808186[/C][C]0.00975539070808738[/C][C]-0.120781342429896[/C][/ROW]
[ROW][C]249[/C][C]16.1[/C][C]14.6085397172116[/C][C]0.0106362387396327[/C][C]0.0106362387396434[/C][C]0.586905663898113[/C][/ROW]
[ROW][C]250[/C][C]13.35[/C][C]14.4321204166218[/C][C]0.00999749105455301[/C][C]0.00999749105455946[/C][C]-0.432822170356184[/C][/ROW]
[ROW][C]251[/C][C]11.85[/C][C]14.0619949117596[/C][C]0.00871806579921468[/C][C]0.00871806579921464[/C][C]-0.880057612401037[/C][/ROW]
[ROW][C]252[/C][C]11.95[/C][C]13.7597801463054[/C][C]0.00768494392588335[/C][C]0.00768494392587613[/C][C]-0.720222096762923[/C][/ROW]
[ROW][C]253[/C][C]14.75[/C][C]13.9182297682818[/C][C]0.00735991855006315[/C][C]-0.0809591001186047[/C][C]0.361300802598317[/C][/ROW]
[ROW][C]254[/C][C]15.15[/C][C]14.1049394752696[/C][C]0.00807359069503354[/C][C]0.00807358660200185[/C][C]0.411284683795361[/C][/ROW]
[ROW][C]255[/C][C]13.2[/C][C]13.9775431215259[/C][C]0.00755357279949394[/C][C]0.00755357279949346[/C][C]-0.311324595201648[/C][/ROW]
[ROW][C]256[/C][C]16.85[/C][C]14.404663530158[/C][C]0.00911315221325293[/C][C]0.00911315221326628[/C][C]0.965921560573554[/C][/ROW]
[ROW][C]257[/C][C]7.85[/C][C]13.4499323642353[/C][C]0.00563177954271959[/C][C]0.00563177954270959[/C][C]-2.22223228161111[/C][/ROW]
[ROW][C]258[/C][C]7.7[/C][C]12.6117017943437[/C][C]0.0026606998978661[/C][C]0.00266069989784184[/C][C]-1.94801155438949[/C][/ROW]
[ROW][C]259[/C][C]12.6[/C][C]12.6118714198422[/C][C]0.0026521265326226[/C][C]0.00265212653259635[/C][C]-0.00575649956471425[/C][/ROW]
[ROW][C]260[/C][C]7.85[/C][C]11.917483361462[/C][C]0.000301216393546867[/C][C]0.000301216393506633[/C][C]-1.61217121655496[/C][/ROW]
[ROW][C]261[/C][C]10.95[/C][C]11.7763307699159[/C][C]-0.000167355058472884[/C][C]-0.000167355058515392[/C][C]-0.327409680072219[/C][/ROW]
[ROW][C]262[/C][C]12.35[/C][C]11.8599865399364[/C][C]0.000105897894199338[/C][C]0.000105897894157851[/C][C]0.194140489653654[/C][/ROW]
[ROW][C]263[/C][C]9.95[/C][C]11.5812799219833[/C][C]-0.00079010100342352[/C][C]-0.000790101003469796[/C][C]-0.646100220645544[/C][/ROW]
[ROW][C]264[/C][C]14.9[/C][C]12.0649148711628[/C][C]0.000746912906392466[/C][C]0.000746912906355379[/C][C]1.12309405798326[/C][/ROW]
[ROW][C]265[/C][C]16.65[/C][C]12.7149863325534[/C][C]-0.000587897709847648[/C][C]0.00646687865068271[/C][C]1.55505131537307[/C][/ROW]
[ROW][C]266[/C][C]13.4[/C][C]12.815395076388[/C][C]-0.000203854532416189[/C][C]-0.000203858465472252[/C][C]0.231915928903141[/C][/ROW]
[ROW][C]267[/C][C]13.95[/C][C]12.9819366050664[/C][C]0.000407878230817673[/C][C]0.000407878230815744[/C][C]0.383673980974495[/C][/ROW]
[ROW][C]268[/C][C]15.7[/C][C]13.3809202426867[/C][C]0.00182402286543005[/C][C]0.0018240228654422[/C][C]0.918656611602947[/C][/ROW]
[ROW][C]269[/C][C]16.85[/C][C]13.8904119644235[/C][C]0.00357698098619153[/C][C]0.00357698098620785[/C][C]1.1717455471144[/C][/ROW]
[ROW][C]270[/C][C]10.95[/C][C]13.4626512534671[/C][C]0.00212498141973335[/C][C]0.00212498141974334[/C][C]-0.996742668109856[/C][/ROW]
[ROW][C]271[/C][C]15.35[/C][C]13.7400934007576[/C][C]0.00303105236024193[/C][C]0.00303105236025502[/C][C]0.636838461604466[/C][/ROW]
[ROW][C]272[/C][C]12.2[/C][C]13.5172427731939[/C][C]0.00230246573804965[/C][C]0.00230246573805706[/C][C]-0.522926125551655[/C][/ROW]
[ROW][C]273[/C][C]15.1[/C][C]13.7499519169181[/C][C]0.00303248721839236[/C][C]0.00303248721840613[/C][C]0.533780101495454[/C][/ROW]
[ROW][C]274[/C][C]17.75[/C][C]14.3357752172358[/C][C]0.00484988598517944[/C][C]0.00484988598520485[/C][C]1.35095879720533[/C][/ROW]
[ROW][C]275[/C][C]15.2[/C][C]14.465256234063[/C][C]0.00523307677190757[/C][C]0.00523307677193671[/C][C]0.289054564225991[/C][/ROW]
[ROW][C]276[/C][C]14.6[/C][C]14.4886076812956[/C][C]0.00528808404418853[/C][C]0.00528808404421716[/C][C]0.0420401659126515[/C][/ROW]
[ROW][C]277[/C][C]16.65[/C][C]14.8071614038852[/C][C]0.00467269594034588[/C][C]-0.051399651944899[/C][C]0.749781137428254[/C][/ROW]
[ROW][C]278[/C][C]8.1[/C][C]13.8243672986648[/C][C]0.00107745548810249[/C][C]0.00107745297719[/C][C]-2.27027232734278[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=267699&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=267699&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
212.212.7797707968617-0.029305089933039-0.0293050899781313-0.227256213568788
312.812.7670116996678-0.0262103147753955-0.02621031477539560.0250108812451525
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22415.614.03628958736240.01224074704780330.01224074704780.615080777460107
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22717.115.21860592397010.01657094651197390.01657094651199010.739165874856965
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23118.5516.61202979377870.01916618937197840.01916618937202520.761085960334776
23219.116.99176873086190.02064289179766750.02064289179772160.827894480635482
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23412.8515.92117061126360.01628257084451740.0162825708445536-1.22410491607408
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24419.914.11178783892870.009101202279557320.009101202279563332.29158437759402
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26414.912.06491487116280.0007469129063924660.0007469129063553791.12309405798326
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26613.412.815395076388-0.000203854532416189-0.0002038584654722520.231915928903141
26713.9512.98193660506640.0004078782308176730.0004078782308157440.383673980974495
26815.713.38092024268670.001824022865430050.00182402286544220.918656611602947
26916.8513.89041196442350.003576980986191530.003576980986207851.1717455471144
27010.9513.46265125346710.002124981419733350.00212498141974334-0.996742668109856
27115.3513.74009340075760.003031052360241930.003031052360255020.636838461604466
27212.213.51724277319390.002302465738049650.00230246573805706-0.522926125551655
27315.113.74995191691810.003032487218392360.003032487218406130.533780101495454
27417.7514.33577521723580.004849885985179440.004849885985204851.35095879720533
27515.214.4652562340630.005233076771907570.005233076771936710.289054564225991
27614.614.48860768129560.005288084044188530.005288084044217160.0420401659126515
27716.6514.80716140388520.00467269594034588-0.0513996519448990.749781137428254
2788.113.82436729866480.001077455488102490.00107745297719-2.27027232734278


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')