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Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_structuraltimeseries.wasp

Title produced by software

Structural Time Series Models

Date of computation

Fri, 04 Dec 2009 06:49:41 -0700

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2009/Dec/04/t1259934695ig1h6vpeggqfeqc.htm/, Retrieved Sun, 28 Apr 2024 13:21:43 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=63517, Retrieved Sun, 28 Apr 2024 13:21:43 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

179

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-     [Univariate Data Series] [data set] [2008-12-01 19:54:57] [b98453cac15ba1066b407e146608df68]
- RMP   [Structural Time Series Models] [] [2009-11-27 15:02:30] [b98453cac15ba1066b407e146608df68]
-    D      [Structural Time Series Models] [workshop 9] [2009-12-04 13:49:41] [e81f30a5c3daacfe71a556c99a478849] [Current]
-    D        [Structural Time Series Models] [verbetering] [2009-12-10 17:10:47] [7d268329e554b8694908ba13e6e6f258] 

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Dataseries X:

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Histogram

Boxplots

6.9
6.8
6.7
6.6
6.5
6.5
7.0
7.5
7.6
7.6
7.6
7.8
8.0
8.0
8.0
7.9
7.9
8.0
8.5
9.2
9.4
9.5
9.5
9.6
9.7
9.7
9.6
9.5
9.4
9.3
9.6
10.2
10.2
10.1
9.9
9.8
9.8
9.7
9.5
9.3
9.1
9.0
9.5
10.0
10.2
10.1
10.0
9.9
10.0
9.9
9.7
9.5
9.2
9.0
9.3
9.8
9.8
9.6
9.4
9.3
9.2
9.2
9.0
8.8
8.7
8.7
9.1
9.7
9.8
9.6
9.4
9.4
9.5
9.4
9.3
9.2
9.0
8.9
9.2
9.8
9.9
9.6
9.2
9.1
9.1
9.0
8.9
8.7
8.5
8.3
8.5
8.7
8.4
8.1
7.8
7.7
7.5
7.2
6.8
6.7
6.4
6.3
6.8
7.3
7.1
7.0
6.8
6.6
6.3
6.1
6.1
6.3
6.3
6.0
6.2
6.4
6.8
7.5
7.5
7.6
7.6
7.4
7.3
7.1
6.9
6.8
7.5
7.6
7.8
8.0
8.1
8.2
8.3
8.2
8.0
7.9
7.6
7.6
8.3
8.4
8.4
8.4
8.4
8.6
8.9
8.8
8.3
7.5
7.2
7.4
8.8
9.3
9.3
8.7
8.2
8.3
8.5
8.6
8.5
8.2
8.1
7.9
8.6
8.7
8.7
8.5
8.4
8.5
8.7
8.7
8.6
8.5
8.3
8.0
8.2
8.1
8.1
8.0
7.9
7.9

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	8 seconds
R Server	'Gwilym Jenkins' @ 72.249.127.135

\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 & 8 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ 72.249.127.135 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=63517&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]8 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ 72.249.127.135[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=63517&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=63517&T=0

As an alternative you can also use a QR Code:

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

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	8 seconds
R Server	'Gwilym Jenkins' @ 72.249.127.135

Structural Time Series Model
t	Observed	Level	Slope	Seasonal	Stand. Residuals
1	6.9	6.9	0	0	0
2	6.8	6.80328262753222	-0.0969886639697468	-0.00328262753222099	-0.509711947518154
3	6.7	6.69829043125068	-0.104329203380002	0.00170956874931856	-0.0394162709541056
4	6.6	6.5993875934293	-0.0993842064077105	0.000612406570693932	0.0254867873150688
5	6.5	6.49999355515997	-0.099393156928099	6.44484002837696e-06	-4.63088397172742e-05
6	6.5	6.49370658592923	-0.0145725460057636	0.0062934140707674	0.438691895348336
7	7	6.96895320619657	0.431660149598124	0.0310467938034320	2.30793333437155
8	7.5	7.50177360453403	0.523814358362331	-0.00177360453402983	0.476624092478405
9	7.6	7.6280747491598	0.161691513837031	-0.0280747491598062	-1.87290940411838
10	7.6	7.60514469539128	-0.0064940422634259	-0.00514469539127838	-0.869860352300492
11	7.6	7.5967477558493	-0.00822753400398534	0.00325224415069477	-0.00896566727311983
12	7.8	7.7866676124991	0.172279708423442	0.0133323875009000	0.933588455025079
13	8	8.00090650382734	0.210480043855132	-0.000906503827344194	0.197743435919268
14	8	8.019652832764	0.0356723850107597	-0.0196528327640074	-0.91144565206235
15	8	8.0012263749624	-0.0117173829797968	-0.00122637496240239	-0.248091490334567
16	7.9	7.90108577147389	-0.0896642295311937	-0.00108577147389100	-0.402851105092088
17	7.9	7.8769881330424	-0.0320960948949893	0.0230118669576009	0.297702170523861
18	8	8.01795820690543	0.119982326826235	-0.0179582069054283	0.786630271350879
19	8.5	8.46939008900326	0.411286067862125	0.0306099109967422	1.50661957091250
20	9.2	9.15717823224795	0.6542878423783	0.0428217677520502	1.256814819453
21	9.4	9.44970688943783	0.336369897600665	-0.0497068894378309	-1.64428019212116
22	9.5	9.51455958870649	0.0977553000122758	-0.0145595887064889	-1.23412152759003
23	9.5	9.5153659026631	0.0125522284630493	-0.0153659026631039	-0.440674305996989
24	9.6	9.5901334595714	0.06722267543714	0.00986654042859326	0.282759195649806
25	9.7	9.68495775481885	0.0914660069197278	0.0150422451811474	0.125529470737772
26	9.7	9.7243088829891	0.0456356250559896	-0.0243088829890895	-0.237480793910056
27	9.6	9.6036163601931	-0.098330893481197	-0.00361636019310489	-0.747449805892849
28	9.5	9.49622645955113	-0.106210034756985	0.00377354044886688	-0.0407910332130456
29	9.4	9.375754105753	-0.118578882409638	0.0242458942470022	-0.0639314144975397
30	9.3	9.33925212679597	-0.0473841955243409	-0.0392521267959714	0.368278968443665
31	9.6	9.5962310448116	0.216711062451666	0.00376895518839076	1.36589684383012
32	10.2	10.1048865181986	0.470031680729156	0.0951134818013845	1.31018173423500
33	10.2	10.2553839111735	0.192781260094045	-0.055383911173492	-1.43394721740802
34	10.1	10.1275402374555	-0.0854180278091928	-0.0275402374555190	-1.43885655649390
35	9.9	9.9277051347366	-0.184695382897907	-0.0277051347366020	-0.513468466170338
36	9.8	9.78992035409442	-0.144002303329384	0.0100796459055824	0.210475605308685
37	9.8	9.77323743991112	-0.0335658220416446	0.0267625600888773	0.571840334891286
38	9.7	9.70885485557073	-0.0602999033787911	-0.00885485557073494	-0.138288519984853
39	9.5	9.51686986916906	-0.173695783524916	-0.0168698691690636	-0.58736507553376
40	9.3	9.28899985283534	-0.220482250981146	0.0110001471646583	-0.242285065169331
41	9.1	9.06383426532019	-0.224520885229	0.0361657346798152	-0.0208738621896985
42	9	9.04998240122864	-0.0429133763494174	-0.0499824012286451	0.93936556865467
43	9.5	9.51008803957474	0.390878797022265	-0.0100880395747372	2.24362561584474
44	10	9.8858642333578	0.377853890064433	0.114135766642198	-0.0673647141340615
45	10.2	10.2243875624102	0.343934630053573	-0.024387562410209	-0.175431631921640
46	10.1	10.1479051464939	-0.0186387523920995	-0.0479051464938622	-1.8752521923236
47	10	10.0343291332554	-0.100509565559901	-0.0343291332554264	-0.423437168161351
48	9.9	9.91007998530503	-0.120975928279361	-0.0100799853050278	-0.105865898435004
49	10	9.95924803430843	0.0257379535851044	0.0407519656915716	0.759511732078006
50	9.9	9.90330417272597	-0.0446631638652049	-0.00330417272597006	-0.364020394808719
51	9.7	9.7189094534988	-0.164607246447938	-0.0189094534987968	-0.620807663720052
52	9.5	9.47496654057144	-0.232830863872032	0.0250334594285605	-0.353245767009989
53	9.2	9.17429196336259	-0.291136036561832	0.0257080366374136	-0.301395533884428
54	9	9.09903757978164	-0.105715589841315	-0.0990375797816373	0.958993878824425
55	9.3	9.29161056374493	0.150567282437484	0.00838943625507061	1.32556122734086
56	9.8	9.68111685887387	0.355881338043137	0.118883141126127	1.061879047375
57	9.8	9.79552025448501	0.148385020794035	0.00447974551498878	-1.07318024911491
58	9.6	9.6591873680871	-0.0962628817004825	-0.0591873680870934	-1.26534050706559
59	9.4	9.4362634959221	-0.205086316971399	-0.0362634959220974	-0.562833139286858
60	9.3	9.3292267864702	-0.120865890964073	-0.0292267864702048	0.435674640113666
61	9.2	9.15987381741916	-0.162526647446609	0.0401261825808406	-0.215617093302957
62	9.2	9.17315763955464	-0.0115699046998726	0.0268423604453565	0.780495449104329
63	9	9.01933752253603	-0.133400868188506	-0.0193375225360328	-0.63038066979372
64	8.8	8.75936736075232	-0.241930716368611	0.0406326392476787	-0.561825045022934
65	8.7	8.67178743516707	-0.109600065694556	0.0282125648329320	0.684162012003635
66	8.7	8.81343441744137	0.105665231762804	-0.113434417441371	1.11326607606669
67	9.1	9.12380519812145	0.281094083468202	-0.0238051981214453	0.907373471856493
68	9.7	9.54995765887827	0.405425210195667	0.150042341121726	0.643038802218294
69	9.8	9.77699518115466	0.252524443758275	0.0230048188453459	-0.790810333329948
70	9.6	9.67141308903975	-0.0544100856828502	-0.071413089039746	-1.58749402100156
71	9.4	9.4629590605726	-0.186422472532329	-0.0629590605725986	-0.682767777222532
72	9.4	9.40684008553977	-0.0747752818288613	-0.00684008553976568	0.577574994265567
73	9.5	9.47891995811771	0.0510911013962462	0.0210800418822849	0.651299465619691
74	9.4	9.36769439497004	-0.0879282740069448	0.0323056050299552	-0.718789272278589
75	9.3	9.28735109929848	-0.0814431863225421	0.0126489007015181	0.0335503876852401
76	9.2	9.16832337824294	-0.113604482609247	0.0316766217570563	-0.166459039326326
77	9	8.99982997074862	-0.16057639318422	0.000170029251380322	-0.242880112095490
78	8.9	9.0250766827047	-0.00165055774615969	-0.125076682704700	0.821863818461227
79	9.2	9.24162800933478	0.184991027235747	-0.041628009334785	0.965365148234763
80	9.8	9.62437322954055	0.354171403767478	0.175626770459446	0.875002822894066
81	9.9	9.84104813183949	0.236538259823699	0.0589518681605105	-0.608404249325954
82	9.6	9.67829896920759	-0.105054269715233	-0.0782989692075892	-1.7667441103516
83	9.2	9.30505236442219	-0.334457226779272	-0.105052364422189	-1.18648212688483
84	9.1	9.12162462476358	-0.205285935188185	-0.0216246247635796	0.668236778265544
85	9.1	9.04446101677087	-0.0956785396937964	0.0555389832291262	0.567085979358425
86	9	8.96775485055741	-0.0794587842357685	0.0322451494425879	0.0838661876366756
87	8.9	8.878547327021	-0.0877827058291824	0.0214526729789957	-0.0430600588812928
88	8.7	8.65769203759342	-0.201476375333422	0.0423079624065759	-0.588367969521904
89	8.5	8.5083393168658	-0.156935605805233	-0.00833931686580338	0.230330471554328
90	8.3	8.44558284989099	-0.0764988489144051	-0.145582849890985	0.415959699843689
91	8.5	8.56882980183363	0.0941082770596501	-0.0688298018336336	0.882418089752944
92	8.7	8.5373969419345	-0.0131377250266477	0.162603058065503	-0.55468030439221
93	8.4	8.30924189557444	-0.196828705085321	0.0907581044255647	-0.95005745208409
94	8.1	8.12990277041526	-0.181887839852855	-0.029902770415264	0.0772750660123883
95	7.8	7.92420449541311	-0.202225214484494	-0.124204495413109	-0.105186984895535
96	7.7	7.73856120292938	-0.188062744384205	-0.0385612029293838	0.0732654979027834
97	7.5	7.45842603098862	-0.266716991566782	0.0415739690113771	-0.406899467490165
98	7.2	7.17088288753995	-0.284497143767788	0.0291171124600502	-0.091937885817044
99	6.8	6.76393781393972	-0.388937338110898	0.0360621860602798	-0.540247475588933
100	6.7	6.63387691676439	-0.168027769691396	0.0661230832356147	1.14309004181351
101	6.4	6.42189044812013	-0.205547648939400	-0.0218904481201324	-0.194036293289821
102	6.3	6.46172130841553	0.00380010847361459	-0.161721308415531	1.08258883550400
103	6.8	6.82618494772498	0.311500221860795	-0.026184947724981	1.59146598631578
104	7.3	7.10760546345154	0.285833516409557	0.192394536548457	-0.132749616357085
105	7.1	7.04409653891183	-0.0122731229254691	0.0559034610881703	-1.54181798932843
106	7	7.03113367628378	-0.0128616768686343	-0.0311336762837759	-0.00304402662815616
107	6.8	6.94130487700724	-0.0785281800365025	-0.141304877007237	-0.339637650552407
108	6.6	6.64771905993194	-0.262008269803026	-0.047719059931941	-0.949164592939156
109	6.3	6.26549144138742	-0.364591333665558	0.0345085586125796	-0.530651211812909
110	6.1	6.03090765095222	-0.253716814310413	0.0690923490477754	0.573330808157301
111	6.1	6.06794384934177	-0.00593601140390337	0.0320561506582342	1.28167644289275
112	6.3	6.19499946848746	0.107442356763316	0.105000531512536	0.586624464106176
113	6.3	6.34110768134133	0.140413507842667	-0.0411076813413264	0.170519819732244
114	6	6.24436716080664	-0.0617427683283162	-0.244367160806639	-1.04540645502945
115	6.2	6.23231729991367	-0.0193855911985331	-0.0323172999136703	0.219073225278536
116	6.4	6.1659833796564	-0.0594091639625735	0.234016620343605	-0.207004444169889
117	6.8	6.70115005802514	0.447499282765628	0.0988499419748579	2.62174553289296
118	7.5	7.49816924829108	0.745471004805264	0.00183075170891743	1.54111971267231
119	7.5	7.65818755751732	0.246423806684914	-0.158187557517319	-2.58117637378173
120	7.6	7.6416818058367	0.0222948616614153	-0.041681805836708	-1.15942049689715
121	7.6	7.58314137466263	-0.0466192985585717	0.0168586253373661	-0.356467015572466
122	7.4	7.38635982469393	-0.174574099696437	0.0136401753060682	-0.661671356560649
123	7.3	7.28632549987441	-0.111095323776076	0.0136745001255873	0.328344120716931
124	7.1	7.02078397309569	-0.242662895841471	0.0792160269043137	-0.680692549383508
125	6.9	6.88845744398707	-0.1486494153989	0.0115425560129334	0.486232681951028
126	6.8	7.01089710066548	0.0822717504469815	-0.210897100665476	1.19417117207913
127	7.5	7.4636192251257	0.397805830203249	0.0363807748743065	1.63193227808852
128	7.6	7.48708251880199	0.0789174881331633	0.112917481198013	-1.64931022624031
129	7.8	7.76400371031722	0.247600111061917	0.0359962896827827	0.872431074809008
130	8	7.93401647703858	0.181504898938954	0.0659835229614232	-0.341846561046691
131	8.1	8.21808636999205	0.268869394844783	-0.118086369992047	0.451870795383239
132	8.2	8.25630689009658	0.0723955719793231	-0.0563068900965844	-1.01633743229518
133	8.3	8.26710336373467	0.0199194739961053	0.0328966362653282	-0.271428837130206
134	8.2	8.20619917924705	-0.0489041845089202	-0.00619917924705061	-0.355904627572743
135	8	7.9673496719076	-0.210570658536544	0.0326503280924093	-0.83620614239248
136	7.9	7.81550643505175	-0.160574098039964	0.0844935649482516	0.25865477197089
137	7.6	7.62494809065441	-0.186106292079098	-0.0249480906544115	-0.132053932471457
138	7.6	7.83851409061825	0.154148437783004	-0.238514090618247	1.75959545503132
139	8.3	8.18329305671243	0.316422947099063	0.116706943287566	0.839268665887032
140	8.4	8.3303225199136	0.172212333243359	0.0696774800863902	-0.745865013587108
141	8.4	8.36658947996142	0.0564700830622168	0.0334105200385841	-0.598622047596288
142	8.4	8.36756169519514	0.00922159927542547	0.0324383048048586	-0.24437099571462
143	8.4	8.4829206979083	0.0995754428678285	-0.0829206979082976	0.46733501010513
144	8.6	8.64952081825745	0.156635984379270	-0.0495208182574524	0.295161569668832
145	8.9	8.8550416835422	0.198255533295663	0.0449583164578036	0.215268140398107
146	8.8	8.79455129543897	-0.0219504528495293	0.00544870456102707	-1.13876301326199
147	8.3	8.30684621843196	-0.418174461598244	-0.00684621843196125	-2.04940928952984
148	7.5	7.43562537414715	-0.803667293423078	0.064374625852848	-1.99424941090497
149	7.2	7.23367250031932	-0.291567723293461	-0.0336725003193204	2.64864654949372
150	7.4	7.61724917187873	0.282926912443713	-0.217249171878729	2.97098631118528
151	8.8	8.59562888004973	0.874639860376063	0.204371119950268	3.06025690636239
152	9.3	9.22272871022969	0.664009440538916	0.0772712897703133	-1.08938906372129
153	9.3	9.3014826856467	0.165990107548502	-0.00148268564670678	-2.57577065724356
154	8.7	8.75172540723344	-0.443051667665823	-0.0517254072334449	-3.14999570963287
155	8.2	8.31202402714954	-0.440201009299776	-0.112024027149539	0.0147444479707999
156	8.3	8.34533732315206	-0.037277896522023	-0.0453373231520548	2.08419158941487
157	8.5	8.42542992485681	0.0625978339589858	0.0745700751431851	0.516575044885542
158	8.6	8.51072442477806	0.0819047894234868	0.089275575221937	0.0998446753512053
159	8.5	8.40712896477445	-0.075838881005781	0.0928710352255452	-0.81589762663555
160	8.2	8.19776959707738	-0.189400487637189	0.00223040292261712	-0.587463609323146
161	8.1	8.20641615268126	-0.0209251164086593	-0.106416152681260	0.87138580502876
162	7.9	8.246216775861	0.0307263235683887	-0.346216775861006	0.267117847447907
163	8.6	8.38624394510366	0.123684101681642	0.213756054896337	0.480761592789531
164	8.7	8.55251351507315	0.159903901500448	0.147486484926852	0.187329704662209
165	8.7	8.59197337143758	0.0574585603138465	0.108026628562416	-0.529850740326104
166	8.5	8.54254372134772	-0.0334544450033096	-0.0425437213477217	-0.470208367102745
167	8.4	8.57563491783914	0.0231433876194469	-0.175634917839144	0.292741452214441
168	8.5	8.57079589436107	-0.000657470514224233	-0.070795894361068	-0.123112050628458
169	8.7	8.63139920614258	0.051449312978389	0.0686007938574205	0.269501411667283
170	8.7	8.58970336546168	-0.0277530394433772	0.110296634538320	-0.409595219748855
171	8.6	8.48386240134391	-0.094133333700624	0.116137598656090	-0.343336240028194
172	8.5	8.51217054785028	0.0099662752906528	-0.0121705478502835	0.538502206376155
173	8.3	8.42060822470177	-0.0763688421768939	-0.120608224701771	-0.446544409913996
174	8	8.36260164870455	-0.0607560728644558	-0.362601648704554	0.0807431699386892
175	8.2	8.02322400769827	-0.297631951661528	0.176775992301724	-1.22507587926374
176	8.1	7.92035361716105	-0.132046268478125	0.179646382838948	0.85641049973162
177	8.1	7.95971407857913	0.0136895472067912	0.140285921420874	0.75375126952647
178	8	8.04485972873899	0.0744428469981793	-0.0448597287389862	0.314221482602536
179	7.9	8.07394860800472	0.0358828526202	-0.173948608004718	-0.199444478842825
180	7.9	7.99390446679613	-0.0626846393845265	-0.093904466796133	-0.509841397713867

\begin{tabular}{lllllllll}
\hline
Structural Time Series Model \tabularnewline
t & Observed & Level & Slope & Seasonal & Stand. Residuals \tabularnewline
1 & 6.9 & 6.9 & 0 & 0 & 0 \tabularnewline
2 & 6.8 & 6.80328262753222 & -0.0969886639697468 & -0.00328262753222099 & -0.509711947518154 \tabularnewline
3 & 6.7 & 6.69829043125068 & -0.104329203380002 & 0.00170956874931856 & -0.0394162709541056 \tabularnewline
4 & 6.6 & 6.5993875934293 & -0.0993842064077105 & 0.000612406570693932 & 0.0254867873150688 \tabularnewline
5 & 6.5 & 6.49999355515997 & -0.099393156928099 & 6.44484002837696e-06 & -4.63088397172742e-05 \tabularnewline
6 & 6.5 & 6.49370658592923 & -0.0145725460057636 & 0.0062934140707674 & 0.438691895348336 \tabularnewline
7 & 7 & 6.96895320619657 & 0.431660149598124 & 0.0310467938034320 & 2.30793333437155 \tabularnewline
8 & 7.5 & 7.50177360453403 & 0.523814358362331 & -0.00177360453402983 & 0.476624092478405 \tabularnewline
9 & 7.6 & 7.6280747491598 & 0.161691513837031 & -0.0280747491598062 & -1.87290940411838 \tabularnewline
10 & 7.6 & 7.60514469539128 & -0.0064940422634259 & -0.00514469539127838 & -0.869860352300492 \tabularnewline
11 & 7.6 & 7.5967477558493 & -0.00822753400398534 & 0.00325224415069477 & -0.00896566727311983 \tabularnewline
12 & 7.8 & 7.7866676124991 & 0.172279708423442 & 0.0133323875009000 & 0.933588455025079 \tabularnewline
13 & 8 & 8.00090650382734 & 0.210480043855132 & -0.000906503827344194 & 0.197743435919268 \tabularnewline
14 & 8 & 8.019652832764 & 0.0356723850107597 & -0.0196528327640074 & -0.91144565206235 \tabularnewline
15 & 8 & 8.0012263749624 & -0.0117173829797968 & -0.00122637496240239 & -0.248091490334567 \tabularnewline
16 & 7.9 & 7.90108577147389 & -0.0896642295311937 & -0.00108577147389100 & -0.402851105092088 \tabularnewline
17 & 7.9 & 7.8769881330424 & -0.0320960948949893 & 0.0230118669576009 & 0.297702170523861 \tabularnewline
18 & 8 & 8.01795820690543 & 0.119982326826235 & -0.0179582069054283 & 0.786630271350879 \tabularnewline
19 & 8.5 & 8.46939008900326 & 0.411286067862125 & 0.0306099109967422 & 1.50661957091250 \tabularnewline
20 & 9.2 & 9.15717823224795 & 0.6542878423783 & 0.0428217677520502 & 1.256814819453 \tabularnewline
21 & 9.4 & 9.44970688943783 & 0.336369897600665 & -0.0497068894378309 & -1.64428019212116 \tabularnewline
22 & 9.5 & 9.51455958870649 & 0.0977553000122758 & -0.0145595887064889 & -1.23412152759003 \tabularnewline
23 & 9.5 & 9.5153659026631 & 0.0125522284630493 & -0.0153659026631039 & -0.440674305996989 \tabularnewline
24 & 9.6 & 9.5901334595714 & 0.06722267543714 & 0.00986654042859326 & 0.282759195649806 \tabularnewline
25 & 9.7 & 9.68495775481885 & 0.0914660069197278 & 0.0150422451811474 & 0.125529470737772 \tabularnewline
26 & 9.7 & 9.7243088829891 & 0.0456356250559896 & -0.0243088829890895 & -0.237480793910056 \tabularnewline
27 & 9.6 & 9.6036163601931 & -0.098330893481197 & -0.00361636019310489 & -0.747449805892849 \tabularnewline
28 & 9.5 & 9.49622645955113 & -0.106210034756985 & 0.00377354044886688 & -0.0407910332130456 \tabularnewline
29 & 9.4 & 9.375754105753 & -0.118578882409638 & 0.0242458942470022 & -0.0639314144975397 \tabularnewline
30 & 9.3 & 9.33925212679597 & -0.0473841955243409 & -0.0392521267959714 & 0.368278968443665 \tabularnewline
31 & 9.6 & 9.5962310448116 & 0.216711062451666 & 0.00376895518839076 & 1.36589684383012 \tabularnewline
32 & 10.2 & 10.1048865181986 & 0.470031680729156 & 0.0951134818013845 & 1.31018173423500 \tabularnewline
33 & 10.2 & 10.2553839111735 & 0.192781260094045 & -0.055383911173492 & -1.43394721740802 \tabularnewline
34 & 10.1 & 10.1275402374555 & -0.0854180278091928 & -0.0275402374555190 & -1.43885655649390 \tabularnewline
35 & 9.9 & 9.9277051347366 & -0.184695382897907 & -0.0277051347366020 & -0.513468466170338 \tabularnewline
36 & 9.8 & 9.78992035409442 & -0.144002303329384 & 0.0100796459055824 & 0.210475605308685 \tabularnewline
37 & 9.8 & 9.77323743991112 & -0.0335658220416446 & 0.0267625600888773 & 0.571840334891286 \tabularnewline
38 & 9.7 & 9.70885485557073 & -0.0602999033787911 & -0.00885485557073494 & -0.138288519984853 \tabularnewline
39 & 9.5 & 9.51686986916906 & -0.173695783524916 & -0.0168698691690636 & -0.58736507553376 \tabularnewline
40 & 9.3 & 9.28899985283534 & -0.220482250981146 & 0.0110001471646583 & -0.242285065169331 \tabularnewline
41 & 9.1 & 9.06383426532019 & -0.224520885229 & 0.0361657346798152 & -0.0208738621896985 \tabularnewline
42 & 9 & 9.04998240122864 & -0.0429133763494174 & -0.0499824012286451 & 0.93936556865467 \tabularnewline
43 & 9.5 & 9.51008803957474 & 0.390878797022265 & -0.0100880395747372 & 2.24362561584474 \tabularnewline
44 & 10 & 9.8858642333578 & 0.377853890064433 & 0.114135766642198 & -0.0673647141340615 \tabularnewline
45 & 10.2 & 10.2243875624102 & 0.343934630053573 & -0.024387562410209 & -0.175431631921640 \tabularnewline
46 & 10.1 & 10.1479051464939 & -0.0186387523920995 & -0.0479051464938622 & -1.8752521923236 \tabularnewline
47 & 10 & 10.0343291332554 & -0.100509565559901 & -0.0343291332554264 & -0.423437168161351 \tabularnewline
48 & 9.9 & 9.91007998530503 & -0.120975928279361 & -0.0100799853050278 & -0.105865898435004 \tabularnewline
49 & 10 & 9.95924803430843 & 0.0257379535851044 & 0.0407519656915716 & 0.759511732078006 \tabularnewline
50 & 9.9 & 9.90330417272597 & -0.0446631638652049 & -0.00330417272597006 & -0.364020394808719 \tabularnewline
51 & 9.7 & 9.7189094534988 & -0.164607246447938 & -0.0189094534987968 & -0.620807663720052 \tabularnewline
52 & 9.5 & 9.47496654057144 & -0.232830863872032 & 0.0250334594285605 & -0.353245767009989 \tabularnewline
53 & 9.2 & 9.17429196336259 & -0.291136036561832 & 0.0257080366374136 & -0.301395533884428 \tabularnewline
54 & 9 & 9.09903757978164 & -0.105715589841315 & -0.0990375797816373 & 0.958993878824425 \tabularnewline
55 & 9.3 & 9.29161056374493 & 0.150567282437484 & 0.00838943625507061 & 1.32556122734086 \tabularnewline
56 & 9.8 & 9.68111685887387 & 0.355881338043137 & 0.118883141126127 & 1.061879047375 \tabularnewline
57 & 9.8 & 9.79552025448501 & 0.148385020794035 & 0.00447974551498878 & -1.07318024911491 \tabularnewline
58 & 9.6 & 9.6591873680871 & -0.0962628817004825 & -0.0591873680870934 & -1.26534050706559 \tabularnewline
59 & 9.4 & 9.4362634959221 & -0.205086316971399 & -0.0362634959220974 & -0.562833139286858 \tabularnewline
60 & 9.3 & 9.3292267864702 & -0.120865890964073 & -0.0292267864702048 & 0.435674640113666 \tabularnewline
61 & 9.2 & 9.15987381741916 & -0.162526647446609 & 0.0401261825808406 & -0.215617093302957 \tabularnewline
62 & 9.2 & 9.17315763955464 & -0.0115699046998726 & 0.0268423604453565 & 0.780495449104329 \tabularnewline
63 & 9 & 9.01933752253603 & -0.133400868188506 & -0.0193375225360328 & -0.63038066979372 \tabularnewline
64 & 8.8 & 8.75936736075232 & -0.241930716368611 & 0.0406326392476787 & -0.561825045022934 \tabularnewline
65 & 8.7 & 8.67178743516707 & -0.109600065694556 & 0.0282125648329320 & 0.684162012003635 \tabularnewline
66 & 8.7 & 8.81343441744137 & 0.105665231762804 & -0.113434417441371 & 1.11326607606669 \tabularnewline
67 & 9.1 & 9.12380519812145 & 0.281094083468202 & -0.0238051981214453 & 0.907373471856493 \tabularnewline
68 & 9.7 & 9.54995765887827 & 0.405425210195667 & 0.150042341121726 & 0.643038802218294 \tabularnewline
69 & 9.8 & 9.77699518115466 & 0.252524443758275 & 0.0230048188453459 & -0.790810333329948 \tabularnewline
70 & 9.6 & 9.67141308903975 & -0.0544100856828502 & -0.071413089039746 & -1.58749402100156 \tabularnewline
71 & 9.4 & 9.4629590605726 & -0.186422472532329 & -0.0629590605725986 & -0.682767777222532 \tabularnewline
72 & 9.4 & 9.40684008553977 & -0.0747752818288613 & -0.00684008553976568 & 0.577574994265567 \tabularnewline
73 & 9.5 & 9.47891995811771 & 0.0510911013962462 & 0.0210800418822849 & 0.651299465619691 \tabularnewline
74 & 9.4 & 9.36769439497004 & -0.0879282740069448 & 0.0323056050299552 & -0.718789272278589 \tabularnewline
75 & 9.3 & 9.28735109929848 & -0.0814431863225421 & 0.0126489007015181 & 0.0335503876852401 \tabularnewline
76 & 9.2 & 9.16832337824294 & -0.113604482609247 & 0.0316766217570563 & -0.166459039326326 \tabularnewline
77 & 9 & 8.99982997074862 & -0.16057639318422 & 0.000170029251380322 & -0.242880112095490 \tabularnewline
78 & 8.9 & 9.0250766827047 & -0.00165055774615969 & -0.125076682704700 & 0.821863818461227 \tabularnewline
79 & 9.2 & 9.24162800933478 & 0.184991027235747 & -0.041628009334785 & 0.965365148234763 \tabularnewline
80 & 9.8 & 9.62437322954055 & 0.354171403767478 & 0.175626770459446 & 0.875002822894066 \tabularnewline
81 & 9.9 & 9.84104813183949 & 0.236538259823699 & 0.0589518681605105 & -0.608404249325954 \tabularnewline
82 & 9.6 & 9.67829896920759 & -0.105054269715233 & -0.0782989692075892 & -1.7667441103516 \tabularnewline
83 & 9.2 & 9.30505236442219 & -0.334457226779272 & -0.105052364422189 & -1.18648212688483 \tabularnewline
84 & 9.1 & 9.12162462476358 & -0.205285935188185 & -0.0216246247635796 & 0.668236778265544 \tabularnewline
85 & 9.1 & 9.04446101677087 & -0.0956785396937964 & 0.0555389832291262 & 0.567085979358425 \tabularnewline
86 & 9 & 8.96775485055741 & -0.0794587842357685 & 0.0322451494425879 & 0.0838661876366756 \tabularnewline
87 & 8.9 & 8.878547327021 & -0.0877827058291824 & 0.0214526729789957 & -0.0430600588812928 \tabularnewline
88 & 8.7 & 8.65769203759342 & -0.201476375333422 & 0.0423079624065759 & -0.588367969521904 \tabularnewline
89 & 8.5 & 8.5083393168658 & -0.156935605805233 & -0.00833931686580338 & 0.230330471554328 \tabularnewline
90 & 8.3 & 8.44558284989099 & -0.0764988489144051 & -0.145582849890985 & 0.415959699843689 \tabularnewline
91 & 8.5 & 8.56882980183363 & 0.0941082770596501 & -0.0688298018336336 & 0.882418089752944 \tabularnewline
92 & 8.7 & 8.5373969419345 & -0.0131377250266477 & 0.162603058065503 & -0.55468030439221 \tabularnewline
93 & 8.4 & 8.30924189557444 & -0.196828705085321 & 0.0907581044255647 & -0.95005745208409 \tabularnewline
94 & 8.1 & 8.12990277041526 & -0.181887839852855 & -0.029902770415264 & 0.0772750660123883 \tabularnewline
95 & 7.8 & 7.92420449541311 & -0.202225214484494 & -0.124204495413109 & -0.105186984895535 \tabularnewline
96 & 7.7 & 7.73856120292938 & -0.188062744384205 & -0.0385612029293838 & 0.0732654979027834 \tabularnewline
97 & 7.5 & 7.45842603098862 & -0.266716991566782 & 0.0415739690113771 & -0.406899467490165 \tabularnewline
98 & 7.2 & 7.17088288753995 & -0.284497143767788 & 0.0291171124600502 & -0.091937885817044 \tabularnewline
99 & 6.8 & 6.76393781393972 & -0.388937338110898 & 0.0360621860602798 & -0.540247475588933 \tabularnewline
100 & 6.7 & 6.63387691676439 & -0.168027769691396 & 0.0661230832356147 & 1.14309004181351 \tabularnewline
101 & 6.4 & 6.42189044812013 & -0.205547648939400 & -0.0218904481201324 & -0.194036293289821 \tabularnewline
102 & 6.3 & 6.46172130841553 & 0.00380010847361459 & -0.161721308415531 & 1.08258883550400 \tabularnewline
103 & 6.8 & 6.82618494772498 & 0.311500221860795 & -0.026184947724981 & 1.59146598631578 \tabularnewline
104 & 7.3 & 7.10760546345154 & 0.285833516409557 & 0.192394536548457 & -0.132749616357085 \tabularnewline
105 & 7.1 & 7.04409653891183 & -0.0122731229254691 & 0.0559034610881703 & -1.54181798932843 \tabularnewline
106 & 7 & 7.03113367628378 & -0.0128616768686343 & -0.0311336762837759 & -0.00304402662815616 \tabularnewline
107 & 6.8 & 6.94130487700724 & -0.0785281800365025 & -0.141304877007237 & -0.339637650552407 \tabularnewline
108 & 6.6 & 6.64771905993194 & -0.262008269803026 & -0.047719059931941 & -0.949164592939156 \tabularnewline
109 & 6.3 & 6.26549144138742 & -0.364591333665558 & 0.0345085586125796 & -0.530651211812909 \tabularnewline
110 & 6.1 & 6.03090765095222 & -0.253716814310413 & 0.0690923490477754 & 0.573330808157301 \tabularnewline
111 & 6.1 & 6.06794384934177 & -0.00593601140390337 & 0.0320561506582342 & 1.28167644289275 \tabularnewline
112 & 6.3 & 6.19499946848746 & 0.107442356763316 & 0.105000531512536 & 0.586624464106176 \tabularnewline
113 & 6.3 & 6.34110768134133 & 0.140413507842667 & -0.0411076813413264 & 0.170519819732244 \tabularnewline
114 & 6 & 6.24436716080664 & -0.0617427683283162 & -0.244367160806639 & -1.04540645502945 \tabularnewline
115 & 6.2 & 6.23231729991367 & -0.0193855911985331 & -0.0323172999136703 & 0.219073225278536 \tabularnewline
116 & 6.4 & 6.1659833796564 & -0.0594091639625735 & 0.234016620343605 & -0.207004444169889 \tabularnewline
117 & 6.8 & 6.70115005802514 & 0.447499282765628 & 0.0988499419748579 & 2.62174553289296 \tabularnewline
118 & 7.5 & 7.49816924829108 & 0.745471004805264 & 0.00183075170891743 & 1.54111971267231 \tabularnewline
119 & 7.5 & 7.65818755751732 & 0.246423806684914 & -0.158187557517319 & -2.58117637378173 \tabularnewline
120 & 7.6 & 7.6416818058367 & 0.0222948616614153 & -0.041681805836708 & -1.15942049689715 \tabularnewline
121 & 7.6 & 7.58314137466263 & -0.0466192985585717 & 0.0168586253373661 & -0.356467015572466 \tabularnewline
122 & 7.4 & 7.38635982469393 & -0.174574099696437 & 0.0136401753060682 & -0.661671356560649 \tabularnewline
123 & 7.3 & 7.28632549987441 & -0.111095323776076 & 0.0136745001255873 & 0.328344120716931 \tabularnewline
124 & 7.1 & 7.02078397309569 & -0.242662895841471 & 0.0792160269043137 & -0.680692549383508 \tabularnewline
125 & 6.9 & 6.88845744398707 & -0.1486494153989 & 0.0115425560129334 & 0.486232681951028 \tabularnewline
126 & 6.8 & 7.01089710066548 & 0.0822717504469815 & -0.210897100665476 & 1.19417117207913 \tabularnewline
127 & 7.5 & 7.4636192251257 & 0.397805830203249 & 0.0363807748743065 & 1.63193227808852 \tabularnewline
128 & 7.6 & 7.48708251880199 & 0.0789174881331633 & 0.112917481198013 & -1.64931022624031 \tabularnewline
129 & 7.8 & 7.76400371031722 & 0.247600111061917 & 0.0359962896827827 & 0.872431074809008 \tabularnewline
130 & 8 & 7.93401647703858 & 0.181504898938954 & 0.0659835229614232 & -0.341846561046691 \tabularnewline
131 & 8.1 & 8.21808636999205 & 0.268869394844783 & -0.118086369992047 & 0.451870795383239 \tabularnewline
132 & 8.2 & 8.25630689009658 & 0.0723955719793231 & -0.0563068900965844 & -1.01633743229518 \tabularnewline
133 & 8.3 & 8.26710336373467 & 0.0199194739961053 & 0.0328966362653282 & -0.271428837130206 \tabularnewline
134 & 8.2 & 8.20619917924705 & -0.0489041845089202 & -0.00619917924705061 & -0.355904627572743 \tabularnewline
135 & 8 & 7.9673496719076 & -0.210570658536544 & 0.0326503280924093 & -0.83620614239248 \tabularnewline
136 & 7.9 & 7.81550643505175 & -0.160574098039964 & 0.0844935649482516 & 0.25865477197089 \tabularnewline
137 & 7.6 & 7.62494809065441 & -0.186106292079098 & -0.0249480906544115 & -0.132053932471457 \tabularnewline
138 & 7.6 & 7.83851409061825 & 0.154148437783004 & -0.238514090618247 & 1.75959545503132 \tabularnewline
139 & 8.3 & 8.18329305671243 & 0.316422947099063 & 0.116706943287566 & 0.839268665887032 \tabularnewline
140 & 8.4 & 8.3303225199136 & 0.172212333243359 & 0.0696774800863902 & -0.745865013587108 \tabularnewline
141 & 8.4 & 8.36658947996142 & 0.0564700830622168 & 0.0334105200385841 & -0.598622047596288 \tabularnewline
142 & 8.4 & 8.36756169519514 & 0.00922159927542547 & 0.0324383048048586 & -0.24437099571462 \tabularnewline
143 & 8.4 & 8.4829206979083 & 0.0995754428678285 & -0.0829206979082976 & 0.46733501010513 \tabularnewline
144 & 8.6 & 8.64952081825745 & 0.156635984379270 & -0.0495208182574524 & 0.295161569668832 \tabularnewline
145 & 8.9 & 8.8550416835422 & 0.198255533295663 & 0.0449583164578036 & 0.215268140398107 \tabularnewline
146 & 8.8 & 8.79455129543897 & -0.0219504528495293 & 0.00544870456102707 & -1.13876301326199 \tabularnewline
147 & 8.3 & 8.30684621843196 & -0.418174461598244 & -0.00684621843196125 & -2.04940928952984 \tabularnewline
148 & 7.5 & 7.43562537414715 & -0.803667293423078 & 0.064374625852848 & -1.99424941090497 \tabularnewline
149 & 7.2 & 7.23367250031932 & -0.291567723293461 & -0.0336725003193204 & 2.64864654949372 \tabularnewline
150 & 7.4 & 7.61724917187873 & 0.282926912443713 & -0.217249171878729 & 2.97098631118528 \tabularnewline
151 & 8.8 & 8.59562888004973 & 0.874639860376063 & 0.204371119950268 & 3.06025690636239 \tabularnewline
152 & 9.3 & 9.22272871022969 & 0.664009440538916 & 0.0772712897703133 & -1.08938906372129 \tabularnewline
153 & 9.3 & 9.3014826856467 & 0.165990107548502 & -0.00148268564670678 & -2.57577065724356 \tabularnewline
154 & 8.7 & 8.75172540723344 & -0.443051667665823 & -0.0517254072334449 & -3.14999570963287 \tabularnewline
155 & 8.2 & 8.31202402714954 & -0.440201009299776 & -0.112024027149539 & 0.0147444479707999 \tabularnewline
156 & 8.3 & 8.34533732315206 & -0.037277896522023 & -0.0453373231520548 & 2.08419158941487 \tabularnewline
157 & 8.5 & 8.42542992485681 & 0.0625978339589858 & 0.0745700751431851 & 0.516575044885542 \tabularnewline
158 & 8.6 & 8.51072442477806 & 0.0819047894234868 & 0.089275575221937 & 0.0998446753512053 \tabularnewline
159 & 8.5 & 8.40712896477445 & -0.075838881005781 & 0.0928710352255452 & -0.81589762663555 \tabularnewline
160 & 8.2 & 8.19776959707738 & -0.189400487637189 & 0.00223040292261712 & -0.587463609323146 \tabularnewline
161 & 8.1 & 8.20641615268126 & -0.0209251164086593 & -0.106416152681260 & 0.87138580502876 \tabularnewline
162 & 7.9 & 8.246216775861 & 0.0307263235683887 & -0.346216775861006 & 0.267117847447907 \tabularnewline
163 & 8.6 & 8.38624394510366 & 0.123684101681642 & 0.213756054896337 & 0.480761592789531 \tabularnewline
164 & 8.7 & 8.55251351507315 & 0.159903901500448 & 0.147486484926852 & 0.187329704662209 \tabularnewline
165 & 8.7 & 8.59197337143758 & 0.0574585603138465 & 0.108026628562416 & -0.529850740326104 \tabularnewline
166 & 8.5 & 8.54254372134772 & -0.0334544450033096 & -0.0425437213477217 & -0.470208367102745 \tabularnewline
167 & 8.4 & 8.57563491783914 & 0.0231433876194469 & -0.175634917839144 & 0.292741452214441 \tabularnewline
168 & 8.5 & 8.57079589436107 & -0.000657470514224233 & -0.070795894361068 & -0.123112050628458 \tabularnewline
169 & 8.7 & 8.63139920614258 & 0.051449312978389 & 0.0686007938574205 & 0.269501411667283 \tabularnewline
170 & 8.7 & 8.58970336546168 & -0.0277530394433772 & 0.110296634538320 & -0.409595219748855 \tabularnewline
171 & 8.6 & 8.48386240134391 & -0.094133333700624 & 0.116137598656090 & -0.343336240028194 \tabularnewline
172 & 8.5 & 8.51217054785028 & 0.0099662752906528 & -0.0121705478502835 & 0.538502206376155 \tabularnewline
173 & 8.3 & 8.42060822470177 & -0.0763688421768939 & -0.120608224701771 & -0.446544409913996 \tabularnewline
174 & 8 & 8.36260164870455 & -0.0607560728644558 & -0.362601648704554 & 0.0807431699386892 \tabularnewline
175 & 8.2 & 8.02322400769827 & -0.297631951661528 & 0.176775992301724 & -1.22507587926374 \tabularnewline
176 & 8.1 & 7.92035361716105 & -0.132046268478125 & 0.179646382838948 & 0.85641049973162 \tabularnewline
177 & 8.1 & 7.95971407857913 & 0.0136895472067912 & 0.140285921420874 & 0.75375126952647 \tabularnewline
178 & 8 & 8.04485972873899 & 0.0744428469981793 & -0.0448597287389862 & 0.314221482602536 \tabularnewline
179 & 7.9 & 8.07394860800472 & 0.0358828526202 & -0.173948608004718 & -0.199444478842825 \tabularnewline
180 & 7.9 & 7.99390446679613 & -0.0626846393845265 & -0.093904466796133 & -0.509841397713867 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=63517&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]6.9[/C][C]6.9[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]6.8[/C][C]6.80328262753222[/C][C]-0.0969886639697468[/C][C]-0.00328262753222099[/C][C]-0.509711947518154[/C][/ROW]
[ROW][C]3[/C][C]6.7[/C][C]6.69829043125068[/C][C]-0.104329203380002[/C][C]0.00170956874931856[/C][C]-0.0394162709541056[/C][/ROW]
[ROW][C]4[/C][C]6.6[/C][C]6.5993875934293[/C][C]-0.0993842064077105[/C][C]0.000612406570693932[/C][C]0.0254867873150688[/C][/ROW]
[ROW][C]5[/C][C]6.5[/C][C]6.49999355515997[/C][C]-0.099393156928099[/C][C]6.44484002837696e-06[/C][C]-4.63088397172742e-05[/C][/ROW]
[ROW][C]6[/C][C]6.5[/C][C]6.49370658592923[/C][C]-0.0145725460057636[/C][C]0.0062934140707674[/C][C]0.438691895348336[/C][/ROW]
[ROW][C]7[/C][C]7[/C][C]6.96895320619657[/C][C]0.431660149598124[/C][C]0.0310467938034320[/C][C]2.30793333437155[/C][/ROW]
[ROW][C]8[/C][C]7.5[/C][C]7.50177360453403[/C][C]0.523814358362331[/C][C]-0.00177360453402983[/C][C]0.476624092478405[/C][/ROW]
[ROW][C]9[/C][C]7.6[/C][C]7.6280747491598[/C][C]0.161691513837031[/C][C]-0.0280747491598062[/C][C]-1.87290940411838[/C][/ROW]
[ROW][C]10[/C][C]7.6[/C][C]7.60514469539128[/C][C]-0.0064940422634259[/C][C]-0.00514469539127838[/C][C]-0.869860352300492[/C][/ROW]
[ROW][C]11[/C][C]7.6[/C][C]7.5967477558493[/C][C]-0.00822753400398534[/C][C]0.00325224415069477[/C][C]-0.00896566727311983[/C][/ROW]
[ROW][C]12[/C][C]7.8[/C][C]7.7866676124991[/C][C]0.172279708423442[/C][C]0.0133323875009000[/C][C]0.933588455025079[/C][/ROW]
[ROW][C]13[/C][C]8[/C][C]8.00090650382734[/C][C]0.210480043855132[/C][C]-0.000906503827344194[/C][C]0.197743435919268[/C][/ROW]
[ROW][C]14[/C][C]8[/C][C]8.019652832764[/C][C]0.0356723850107597[/C][C]-0.0196528327640074[/C][C]-0.91144565206235[/C][/ROW]
[ROW][C]15[/C][C]8[/C][C]8.0012263749624[/C][C]-0.0117173829797968[/C][C]-0.00122637496240239[/C][C]-0.248091490334567[/C][/ROW]
[ROW][C]16[/C][C]7.9[/C][C]7.90108577147389[/C][C]-0.0896642295311937[/C][C]-0.00108577147389100[/C][C]-0.402851105092088[/C][/ROW]
[ROW][C]17[/C][C]7.9[/C][C]7.8769881330424[/C][C]-0.0320960948949893[/C][C]0.0230118669576009[/C][C]0.297702170523861[/C][/ROW]
[ROW][C]18[/C][C]8[/C][C]8.01795820690543[/C][C]0.119982326826235[/C][C]-0.0179582069054283[/C][C]0.786630271350879[/C][/ROW]
[ROW][C]19[/C][C]8.5[/C][C]8.46939008900326[/C][C]0.411286067862125[/C][C]0.0306099109967422[/C][C]1.50661957091250[/C][/ROW]
[ROW][C]20[/C][C]9.2[/C][C]9.15717823224795[/C][C]0.6542878423783[/C][C]0.0428217677520502[/C][C]1.256814819453[/C][/ROW]
[ROW][C]21[/C][C]9.4[/C][C]9.44970688943783[/C][C]0.336369897600665[/C][C]-0.0497068894378309[/C][C]-1.64428019212116[/C][/ROW]
[ROW][C]22[/C][C]9.5[/C][C]9.51455958870649[/C][C]0.0977553000122758[/C][C]-0.0145595887064889[/C][C]-1.23412152759003[/C][/ROW]
[ROW][C]23[/C][C]9.5[/C][C]9.5153659026631[/C][C]0.0125522284630493[/C][C]-0.0153659026631039[/C][C]-0.440674305996989[/C][/ROW]
[ROW][C]24[/C][C]9.6[/C][C]9.5901334595714[/C][C]0.06722267543714[/C][C]0.00986654042859326[/C][C]0.282759195649806[/C][/ROW]
[ROW][C]25[/C][C]9.7[/C][C]9.68495775481885[/C][C]0.0914660069197278[/C][C]0.0150422451811474[/C][C]0.125529470737772[/C][/ROW]
[ROW][C]26[/C][C]9.7[/C][C]9.7243088829891[/C][C]0.0456356250559896[/C][C]-0.0243088829890895[/C][C]-0.237480793910056[/C][/ROW]
[ROW][C]27[/C][C]9.6[/C][C]9.6036163601931[/C][C]-0.098330893481197[/C][C]-0.00361636019310489[/C][C]-0.747449805892849[/C][/ROW]
[ROW][C]28[/C][C]9.5[/C][C]9.49622645955113[/C][C]-0.106210034756985[/C][C]0.00377354044886688[/C][C]-0.0407910332130456[/C][/ROW]
[ROW][C]29[/C][C]9.4[/C][C]9.375754105753[/C][C]-0.118578882409638[/C][C]0.0242458942470022[/C][C]-0.0639314144975397[/C][/ROW]
[ROW][C]30[/C][C]9.3[/C][C]9.33925212679597[/C][C]-0.0473841955243409[/C][C]-0.0392521267959714[/C][C]0.368278968443665[/C][/ROW]
[ROW][C]31[/C][C]9.6[/C][C]9.5962310448116[/C][C]0.216711062451666[/C][C]0.00376895518839076[/C][C]1.36589684383012[/C][/ROW]
[ROW][C]32[/C][C]10.2[/C][C]10.1048865181986[/C][C]0.470031680729156[/C][C]0.0951134818013845[/C][C]1.31018173423500[/C][/ROW]
[ROW][C]33[/C][C]10.2[/C][C]10.2553839111735[/C][C]0.192781260094045[/C][C]-0.055383911173492[/C][C]-1.43394721740802[/C][/ROW]
[ROW][C]34[/C][C]10.1[/C][C]10.1275402374555[/C][C]-0.0854180278091928[/C][C]-0.0275402374555190[/C][C]-1.43885655649390[/C][/ROW]
[ROW][C]35[/C][C]9.9[/C][C]9.9277051347366[/C][C]-0.184695382897907[/C][C]-0.0277051347366020[/C][C]-0.513468466170338[/C][/ROW]
[ROW][C]36[/C][C]9.8[/C][C]9.78992035409442[/C][C]-0.144002303329384[/C][C]0.0100796459055824[/C][C]0.210475605308685[/C][/ROW]
[ROW][C]37[/C][C]9.8[/C][C]9.77323743991112[/C][C]-0.0335658220416446[/C][C]0.0267625600888773[/C][C]0.571840334891286[/C][/ROW]
[ROW][C]38[/C][C]9.7[/C][C]9.70885485557073[/C][C]-0.0602999033787911[/C][C]-0.00885485557073494[/C][C]-0.138288519984853[/C][/ROW]
[ROW][C]39[/C][C]9.5[/C][C]9.51686986916906[/C][C]-0.173695783524916[/C][C]-0.0168698691690636[/C][C]-0.58736507553376[/C][/ROW]
[ROW][C]40[/C][C]9.3[/C][C]9.28899985283534[/C][C]-0.220482250981146[/C][C]0.0110001471646583[/C][C]-0.242285065169331[/C][/ROW]
[ROW][C]41[/C][C]9.1[/C][C]9.06383426532019[/C][C]-0.224520885229[/C][C]0.0361657346798152[/C][C]-0.0208738621896985[/C][/ROW]
[ROW][C]42[/C][C]9[/C][C]9.04998240122864[/C][C]-0.0429133763494174[/C][C]-0.0499824012286451[/C][C]0.93936556865467[/C][/ROW]
[ROW][C]43[/C][C]9.5[/C][C]9.51008803957474[/C][C]0.390878797022265[/C][C]-0.0100880395747372[/C][C]2.24362561584474[/C][/ROW]
[ROW][C]44[/C][C]10[/C][C]9.8858642333578[/C][C]0.377853890064433[/C][C]0.114135766642198[/C][C]-0.0673647141340615[/C][/ROW]
[ROW][C]45[/C][C]10.2[/C][C]10.2243875624102[/C][C]0.343934630053573[/C][C]-0.024387562410209[/C][C]-0.175431631921640[/C][/ROW]
[ROW][C]46[/C][C]10.1[/C][C]10.1479051464939[/C][C]-0.0186387523920995[/C][C]-0.0479051464938622[/C][C]-1.8752521923236[/C][/ROW]
[ROW][C]47[/C][C]10[/C][C]10.0343291332554[/C][C]-0.100509565559901[/C][C]-0.0343291332554264[/C][C]-0.423437168161351[/C][/ROW]
[ROW][C]48[/C][C]9.9[/C][C]9.91007998530503[/C][C]-0.120975928279361[/C][C]-0.0100799853050278[/C][C]-0.105865898435004[/C][/ROW]
[ROW][C]49[/C][C]10[/C][C]9.95924803430843[/C][C]0.0257379535851044[/C][C]0.0407519656915716[/C][C]0.759511732078006[/C][/ROW]
[ROW][C]50[/C][C]9.9[/C][C]9.90330417272597[/C][C]-0.0446631638652049[/C][C]-0.00330417272597006[/C][C]-0.364020394808719[/C][/ROW]
[ROW][C]51[/C][C]9.7[/C][C]9.7189094534988[/C][C]-0.164607246447938[/C][C]-0.0189094534987968[/C][C]-0.620807663720052[/C][/ROW]
[ROW][C]52[/C][C]9.5[/C][C]9.47496654057144[/C][C]-0.232830863872032[/C][C]0.0250334594285605[/C][C]-0.353245767009989[/C][/ROW]
[ROW][C]53[/C][C]9.2[/C][C]9.17429196336259[/C][C]-0.291136036561832[/C][C]0.0257080366374136[/C][C]-0.301395533884428[/C][/ROW]
[ROW][C]54[/C][C]9[/C][C]9.09903757978164[/C][C]-0.105715589841315[/C][C]-0.0990375797816373[/C][C]0.958993878824425[/C][/ROW]
[ROW][C]55[/C][C]9.3[/C][C]9.29161056374493[/C][C]0.150567282437484[/C][C]0.00838943625507061[/C][C]1.32556122734086[/C][/ROW]
[ROW][C]56[/C][C]9.8[/C][C]9.68111685887387[/C][C]0.355881338043137[/C][C]0.118883141126127[/C][C]1.061879047375[/C][/ROW]
[ROW][C]57[/C][C]9.8[/C][C]9.79552025448501[/C][C]0.148385020794035[/C][C]0.00447974551498878[/C][C]-1.07318024911491[/C][/ROW]
[ROW][C]58[/C][C]9.6[/C][C]9.6591873680871[/C][C]-0.0962628817004825[/C][C]-0.0591873680870934[/C][C]-1.26534050706559[/C][/ROW]
[ROW][C]59[/C][C]9.4[/C][C]9.4362634959221[/C][C]-0.205086316971399[/C][C]-0.0362634959220974[/C][C]-0.562833139286858[/C][/ROW]
[ROW][C]60[/C][C]9.3[/C][C]9.3292267864702[/C][C]-0.120865890964073[/C][C]-0.0292267864702048[/C][C]0.435674640113666[/C][/ROW]
[ROW][C]61[/C][C]9.2[/C][C]9.15987381741916[/C][C]-0.162526647446609[/C][C]0.0401261825808406[/C][C]-0.215617093302957[/C][/ROW]
[ROW][C]62[/C][C]9.2[/C][C]9.17315763955464[/C][C]-0.0115699046998726[/C][C]0.0268423604453565[/C][C]0.780495449104329[/C][/ROW]
[ROW][C]63[/C][C]9[/C][C]9.01933752253603[/C][C]-0.133400868188506[/C][C]-0.0193375225360328[/C][C]-0.63038066979372[/C][/ROW]
[ROW][C]64[/C][C]8.8[/C][C]8.75936736075232[/C][C]-0.241930716368611[/C][C]0.0406326392476787[/C][C]-0.561825045022934[/C][/ROW]
[ROW][C]65[/C][C]8.7[/C][C]8.67178743516707[/C][C]-0.109600065694556[/C][C]0.0282125648329320[/C][C]0.684162012003635[/C][/ROW]
[ROW][C]66[/C][C]8.7[/C][C]8.81343441744137[/C][C]0.105665231762804[/C][C]-0.113434417441371[/C][C]1.11326607606669[/C][/ROW]
[ROW][C]67[/C][C]9.1[/C][C]9.12380519812145[/C][C]0.281094083468202[/C][C]-0.0238051981214453[/C][C]0.907373471856493[/C][/ROW]
[ROW][C]68[/C][C]9.7[/C][C]9.54995765887827[/C][C]0.405425210195667[/C][C]0.150042341121726[/C][C]0.643038802218294[/C][/ROW]
[ROW][C]69[/C][C]9.8[/C][C]9.77699518115466[/C][C]0.252524443758275[/C][C]0.0230048188453459[/C][C]-0.790810333329948[/C][/ROW]
[ROW][C]70[/C][C]9.6[/C][C]9.67141308903975[/C][C]-0.0544100856828502[/C][C]-0.071413089039746[/C][C]-1.58749402100156[/C][/ROW]
[ROW][C]71[/C][C]9.4[/C][C]9.4629590605726[/C][C]-0.186422472532329[/C][C]-0.0629590605725986[/C][C]-0.682767777222532[/C][/ROW]
[ROW][C]72[/C][C]9.4[/C][C]9.40684008553977[/C][C]-0.0747752818288613[/C][C]-0.00684008553976568[/C][C]0.577574994265567[/C][/ROW]
[ROW][C]73[/C][C]9.5[/C][C]9.47891995811771[/C][C]0.0510911013962462[/C][C]0.0210800418822849[/C][C]0.651299465619691[/C][/ROW]
[ROW][C]74[/C][C]9.4[/C][C]9.36769439497004[/C][C]-0.0879282740069448[/C][C]0.0323056050299552[/C][C]-0.718789272278589[/C][/ROW]
[ROW][C]75[/C][C]9.3[/C][C]9.28735109929848[/C][C]-0.0814431863225421[/C][C]0.0126489007015181[/C][C]0.0335503876852401[/C][/ROW]
[ROW][C]76[/C][C]9.2[/C][C]9.16832337824294[/C][C]-0.113604482609247[/C][C]0.0316766217570563[/C][C]-0.166459039326326[/C][/ROW]
[ROW][C]77[/C][C]9[/C][C]8.99982997074862[/C][C]-0.16057639318422[/C][C]0.000170029251380322[/C][C]-0.242880112095490[/C][/ROW]
[ROW][C]78[/C][C]8.9[/C][C]9.0250766827047[/C][C]-0.00165055774615969[/C][C]-0.125076682704700[/C][C]0.821863818461227[/C][/ROW]
[ROW][C]79[/C][C]9.2[/C][C]9.24162800933478[/C][C]0.184991027235747[/C][C]-0.041628009334785[/C][C]0.965365148234763[/C][/ROW]
[ROW][C]80[/C][C]9.8[/C][C]9.62437322954055[/C][C]0.354171403767478[/C][C]0.175626770459446[/C][C]0.875002822894066[/C][/ROW]
[ROW][C]81[/C][C]9.9[/C][C]9.84104813183949[/C][C]0.236538259823699[/C][C]0.0589518681605105[/C][C]-0.608404249325954[/C][/ROW]
[ROW][C]82[/C][C]9.6[/C][C]9.67829896920759[/C][C]-0.105054269715233[/C][C]-0.0782989692075892[/C][C]-1.7667441103516[/C][/ROW]
[ROW][C]83[/C][C]9.2[/C][C]9.30505236442219[/C][C]-0.334457226779272[/C][C]-0.105052364422189[/C][C]-1.18648212688483[/C][/ROW]
[ROW][C]84[/C][C]9.1[/C][C]9.12162462476358[/C][C]-0.205285935188185[/C][C]-0.0216246247635796[/C][C]0.668236778265544[/C][/ROW]
[ROW][C]85[/C][C]9.1[/C][C]9.04446101677087[/C][C]-0.0956785396937964[/C][C]0.0555389832291262[/C][C]0.567085979358425[/C][/ROW]
[ROW][C]86[/C][C]9[/C][C]8.96775485055741[/C][C]-0.0794587842357685[/C][C]0.0322451494425879[/C][C]0.0838661876366756[/C][/ROW]
[ROW][C]87[/C][C]8.9[/C][C]8.878547327021[/C][C]-0.0877827058291824[/C][C]0.0214526729789957[/C][C]-0.0430600588812928[/C][/ROW]
[ROW][C]88[/C][C]8.7[/C][C]8.65769203759342[/C][C]-0.201476375333422[/C][C]0.0423079624065759[/C][C]-0.588367969521904[/C][/ROW]
[ROW][C]89[/C][C]8.5[/C][C]8.5083393168658[/C][C]-0.156935605805233[/C][C]-0.00833931686580338[/C][C]0.230330471554328[/C][/ROW]
[ROW][C]90[/C][C]8.3[/C][C]8.44558284989099[/C][C]-0.0764988489144051[/C][C]-0.145582849890985[/C][C]0.415959699843689[/C][/ROW]
[ROW][C]91[/C][C]8.5[/C][C]8.56882980183363[/C][C]0.0941082770596501[/C][C]-0.0688298018336336[/C][C]0.882418089752944[/C][/ROW]
[ROW][C]92[/C][C]8.7[/C][C]8.5373969419345[/C][C]-0.0131377250266477[/C][C]0.162603058065503[/C][C]-0.55468030439221[/C][/ROW]
[ROW][C]93[/C][C]8.4[/C][C]8.30924189557444[/C][C]-0.196828705085321[/C][C]0.0907581044255647[/C][C]-0.95005745208409[/C][/ROW]
[ROW][C]94[/C][C]8.1[/C][C]8.12990277041526[/C][C]-0.181887839852855[/C][C]-0.029902770415264[/C][C]0.0772750660123883[/C][/ROW]
[ROW][C]95[/C][C]7.8[/C][C]7.92420449541311[/C][C]-0.202225214484494[/C][C]-0.124204495413109[/C][C]-0.105186984895535[/C][/ROW]
[ROW][C]96[/C][C]7.7[/C][C]7.73856120292938[/C][C]-0.188062744384205[/C][C]-0.0385612029293838[/C][C]0.0732654979027834[/C][/ROW]
[ROW][C]97[/C][C]7.5[/C][C]7.45842603098862[/C][C]-0.266716991566782[/C][C]0.0415739690113771[/C][C]-0.406899467490165[/C][/ROW]
[ROW][C]98[/C][C]7.2[/C][C]7.17088288753995[/C][C]-0.284497143767788[/C][C]0.0291171124600502[/C][C]-0.091937885817044[/C][/ROW]
[ROW][C]99[/C][C]6.8[/C][C]6.76393781393972[/C][C]-0.388937338110898[/C][C]0.0360621860602798[/C][C]-0.540247475588933[/C][/ROW]
[ROW][C]100[/C][C]6.7[/C][C]6.63387691676439[/C][C]-0.168027769691396[/C][C]0.0661230832356147[/C][C]1.14309004181351[/C][/ROW]
[ROW][C]101[/C][C]6.4[/C][C]6.42189044812013[/C][C]-0.205547648939400[/C][C]-0.0218904481201324[/C][C]-0.194036293289821[/C][/ROW]
[ROW][C]102[/C][C]6.3[/C][C]6.46172130841553[/C][C]0.00380010847361459[/C][C]-0.161721308415531[/C][C]1.08258883550400[/C][/ROW]
[ROW][C]103[/C][C]6.8[/C][C]6.82618494772498[/C][C]0.311500221860795[/C][C]-0.026184947724981[/C][C]1.59146598631578[/C][/ROW]
[ROW][C]104[/C][C]7.3[/C][C]7.10760546345154[/C][C]0.285833516409557[/C][C]0.192394536548457[/C][C]-0.132749616357085[/C][/ROW]
[ROW][C]105[/C][C]7.1[/C][C]7.04409653891183[/C][C]-0.0122731229254691[/C][C]0.0559034610881703[/C][C]-1.54181798932843[/C][/ROW]
[ROW][C]106[/C][C]7[/C][C]7.03113367628378[/C][C]-0.0128616768686343[/C][C]-0.0311336762837759[/C][C]-0.00304402662815616[/C][/ROW]
[ROW][C]107[/C][C]6.8[/C][C]6.94130487700724[/C][C]-0.0785281800365025[/C][C]-0.141304877007237[/C][C]-0.339637650552407[/C][/ROW]
[ROW][C]108[/C][C]6.6[/C][C]6.64771905993194[/C][C]-0.262008269803026[/C][C]-0.047719059931941[/C][C]-0.949164592939156[/C][/ROW]
[ROW][C]109[/C][C]6.3[/C][C]6.26549144138742[/C][C]-0.364591333665558[/C][C]0.0345085586125796[/C][C]-0.530651211812909[/C][/ROW]
[ROW][C]110[/C][C]6.1[/C][C]6.03090765095222[/C][C]-0.253716814310413[/C][C]0.0690923490477754[/C][C]0.573330808157301[/C][/ROW]
[ROW][C]111[/C][C]6.1[/C][C]6.06794384934177[/C][C]-0.00593601140390337[/C][C]0.0320561506582342[/C][C]1.28167644289275[/C][/ROW]
[ROW][C]112[/C][C]6.3[/C][C]6.19499946848746[/C][C]0.107442356763316[/C][C]0.105000531512536[/C][C]0.586624464106176[/C][/ROW]
[ROW][C]113[/C][C]6.3[/C][C]6.34110768134133[/C][C]0.140413507842667[/C][C]-0.0411076813413264[/C][C]0.170519819732244[/C][/ROW]
[ROW][C]114[/C][C]6[/C][C]6.24436716080664[/C][C]-0.0617427683283162[/C][C]-0.244367160806639[/C][C]-1.04540645502945[/C][/ROW]
[ROW][C]115[/C][C]6.2[/C][C]6.23231729991367[/C][C]-0.0193855911985331[/C][C]-0.0323172999136703[/C][C]0.219073225278536[/C][/ROW]
[ROW][C]116[/C][C]6.4[/C][C]6.1659833796564[/C][C]-0.0594091639625735[/C][C]0.234016620343605[/C][C]-0.207004444169889[/C][/ROW]
[ROW][C]117[/C][C]6.8[/C][C]6.70115005802514[/C][C]0.447499282765628[/C][C]0.0988499419748579[/C][C]2.62174553289296[/C][/ROW]
[ROW][C]118[/C][C]7.5[/C][C]7.49816924829108[/C][C]0.745471004805264[/C][C]0.00183075170891743[/C][C]1.54111971267231[/C][/ROW]
[ROW][C]119[/C][C]7.5[/C][C]7.65818755751732[/C][C]0.246423806684914[/C][C]-0.158187557517319[/C][C]-2.58117637378173[/C][/ROW]
[ROW][C]120[/C][C]7.6[/C][C]7.6416818058367[/C][C]0.0222948616614153[/C][C]-0.041681805836708[/C][C]-1.15942049689715[/C][/ROW]
[ROW][C]121[/C][C]7.6[/C][C]7.58314137466263[/C][C]-0.0466192985585717[/C][C]0.0168586253373661[/C][C]-0.356467015572466[/C][/ROW]
[ROW][C]122[/C][C]7.4[/C][C]7.38635982469393[/C][C]-0.174574099696437[/C][C]0.0136401753060682[/C][C]-0.661671356560649[/C][/ROW]
[ROW][C]123[/C][C]7.3[/C][C]7.28632549987441[/C][C]-0.111095323776076[/C][C]0.0136745001255873[/C][C]0.328344120716931[/C][/ROW]
[ROW][C]124[/C][C]7.1[/C][C]7.02078397309569[/C][C]-0.242662895841471[/C][C]0.0792160269043137[/C][C]-0.680692549383508[/C][/ROW]
[ROW][C]125[/C][C]6.9[/C][C]6.88845744398707[/C][C]-0.1486494153989[/C][C]0.0115425560129334[/C][C]0.486232681951028[/C][/ROW]
[ROW][C]126[/C][C]6.8[/C][C]7.01089710066548[/C][C]0.0822717504469815[/C][C]-0.210897100665476[/C][C]1.19417117207913[/C][/ROW]
[ROW][C]127[/C][C]7.5[/C][C]7.4636192251257[/C][C]0.397805830203249[/C][C]0.0363807748743065[/C][C]1.63193227808852[/C][/ROW]
[ROW][C]128[/C][C]7.6[/C][C]7.48708251880199[/C][C]0.0789174881331633[/C][C]0.112917481198013[/C][C]-1.64931022624031[/C][/ROW]
[ROW][C]129[/C][C]7.8[/C][C]7.76400371031722[/C][C]0.247600111061917[/C][C]0.0359962896827827[/C][C]0.872431074809008[/C][/ROW]
[ROW][C]130[/C][C]8[/C][C]7.93401647703858[/C][C]0.181504898938954[/C][C]0.0659835229614232[/C][C]-0.341846561046691[/C][/ROW]
[ROW][C]131[/C][C]8.1[/C][C]8.21808636999205[/C][C]0.268869394844783[/C][C]-0.118086369992047[/C][C]0.451870795383239[/C][/ROW]
[ROW][C]132[/C][C]8.2[/C][C]8.25630689009658[/C][C]0.0723955719793231[/C][C]-0.0563068900965844[/C][C]-1.01633743229518[/C][/ROW]
[ROW][C]133[/C][C]8.3[/C][C]8.26710336373467[/C][C]0.0199194739961053[/C][C]0.0328966362653282[/C][C]-0.271428837130206[/C][/ROW]
[ROW][C]134[/C][C]8.2[/C][C]8.20619917924705[/C][C]-0.0489041845089202[/C][C]-0.00619917924705061[/C][C]-0.355904627572743[/C][/ROW]
[ROW][C]135[/C][C]8[/C][C]7.9673496719076[/C][C]-0.210570658536544[/C][C]0.0326503280924093[/C][C]-0.83620614239248[/C][/ROW]
[ROW][C]136[/C][C]7.9[/C][C]7.81550643505175[/C][C]-0.160574098039964[/C][C]0.0844935649482516[/C][C]0.25865477197089[/C][/ROW]
[ROW][C]137[/C][C]7.6[/C][C]7.62494809065441[/C][C]-0.186106292079098[/C][C]-0.0249480906544115[/C][C]-0.132053932471457[/C][/ROW]
[ROW][C]138[/C][C]7.6[/C][C]7.83851409061825[/C][C]0.154148437783004[/C][C]-0.238514090618247[/C][C]1.75959545503132[/C][/ROW]
[ROW][C]139[/C][C]8.3[/C][C]8.18329305671243[/C][C]0.316422947099063[/C][C]0.116706943287566[/C][C]0.839268665887032[/C][/ROW]
[ROW][C]140[/C][C]8.4[/C][C]8.3303225199136[/C][C]0.172212333243359[/C][C]0.0696774800863902[/C][C]-0.745865013587108[/C][/ROW]
[ROW][C]141[/C][C]8.4[/C][C]8.36658947996142[/C][C]0.0564700830622168[/C][C]0.0334105200385841[/C][C]-0.598622047596288[/C][/ROW]
[ROW][C]142[/C][C]8.4[/C][C]8.36756169519514[/C][C]0.00922159927542547[/C][C]0.0324383048048586[/C][C]-0.24437099571462[/C][/ROW]
[ROW][C]143[/C][C]8.4[/C][C]8.4829206979083[/C][C]0.0995754428678285[/C][C]-0.0829206979082976[/C][C]0.46733501010513[/C][/ROW]
[ROW][C]144[/C][C]8.6[/C][C]8.64952081825745[/C][C]0.156635984379270[/C][C]-0.0495208182574524[/C][C]0.295161569668832[/C][/ROW]
[ROW][C]145[/C][C]8.9[/C][C]8.8550416835422[/C][C]0.198255533295663[/C][C]0.0449583164578036[/C][C]0.215268140398107[/C][/ROW]
[ROW][C]146[/C][C]8.8[/C][C]8.79455129543897[/C][C]-0.0219504528495293[/C][C]0.00544870456102707[/C][C]-1.13876301326199[/C][/ROW]
[ROW][C]147[/C][C]8.3[/C][C]8.30684621843196[/C][C]-0.418174461598244[/C][C]-0.00684621843196125[/C][C]-2.04940928952984[/C][/ROW]
[ROW][C]148[/C][C]7.5[/C][C]7.43562537414715[/C][C]-0.803667293423078[/C][C]0.064374625852848[/C][C]-1.99424941090497[/C][/ROW]
[ROW][C]149[/C][C]7.2[/C][C]7.23367250031932[/C][C]-0.291567723293461[/C][C]-0.0336725003193204[/C][C]2.64864654949372[/C][/ROW]
[ROW][C]150[/C][C]7.4[/C][C]7.61724917187873[/C][C]0.282926912443713[/C][C]-0.217249171878729[/C][C]2.97098631118528[/C][/ROW]
[ROW][C]151[/C][C]8.8[/C][C]8.59562888004973[/C][C]0.874639860376063[/C][C]0.204371119950268[/C][C]3.06025690636239[/C][/ROW]
[ROW][C]152[/C][C]9.3[/C][C]9.22272871022969[/C][C]0.664009440538916[/C][C]0.0772712897703133[/C][C]-1.08938906372129[/C][/ROW]
[ROW][C]153[/C][C]9.3[/C][C]9.3014826856467[/C][C]0.165990107548502[/C][C]-0.00148268564670678[/C][C]-2.57577065724356[/C][/ROW]
[ROW][C]154[/C][C]8.7[/C][C]8.75172540723344[/C][C]-0.443051667665823[/C][C]-0.0517254072334449[/C][C]-3.14999570963287[/C][/ROW]
[ROW][C]155[/C][C]8.2[/C][C]8.31202402714954[/C][C]-0.440201009299776[/C][C]-0.112024027149539[/C][C]0.0147444479707999[/C][/ROW]
[ROW][C]156[/C][C]8.3[/C][C]8.34533732315206[/C][C]-0.037277896522023[/C][C]-0.0453373231520548[/C][C]2.08419158941487[/C][/ROW]
[ROW][C]157[/C][C]8.5[/C][C]8.42542992485681[/C][C]0.0625978339589858[/C][C]0.0745700751431851[/C][C]0.516575044885542[/C][/ROW]
[ROW][C]158[/C][C]8.6[/C][C]8.51072442477806[/C][C]0.0819047894234868[/C][C]0.089275575221937[/C][C]0.0998446753512053[/C][/ROW]
[ROW][C]159[/C][C]8.5[/C][C]8.40712896477445[/C][C]-0.075838881005781[/C][C]0.0928710352255452[/C][C]-0.81589762663555[/C][/ROW]
[ROW][C]160[/C][C]8.2[/C][C]8.19776959707738[/C][C]-0.189400487637189[/C][C]0.00223040292261712[/C][C]-0.587463609323146[/C][/ROW]
[ROW][C]161[/C][C]8.1[/C][C]8.20641615268126[/C][C]-0.0209251164086593[/C][C]-0.106416152681260[/C][C]0.87138580502876[/C][/ROW]
[ROW][C]162[/C][C]7.9[/C][C]8.246216775861[/C][C]0.0307263235683887[/C][C]-0.346216775861006[/C][C]0.267117847447907[/C][/ROW]
[ROW][C]163[/C][C]8.6[/C][C]8.38624394510366[/C][C]0.123684101681642[/C][C]0.213756054896337[/C][C]0.480761592789531[/C][/ROW]
[ROW][C]164[/C][C]8.7[/C][C]8.55251351507315[/C][C]0.159903901500448[/C][C]0.147486484926852[/C][C]0.187329704662209[/C][/ROW]
[ROW][C]165[/C][C]8.7[/C][C]8.59197337143758[/C][C]0.0574585603138465[/C][C]0.108026628562416[/C][C]-0.529850740326104[/C][/ROW]
[ROW][C]166[/C][C]8.5[/C][C]8.54254372134772[/C][C]-0.0334544450033096[/C][C]-0.0425437213477217[/C][C]-0.470208367102745[/C][/ROW]
[ROW][C]167[/C][C]8.4[/C][C]8.57563491783914[/C][C]0.0231433876194469[/C][C]-0.175634917839144[/C][C]0.292741452214441[/C][/ROW]
[ROW][C]168[/C][C]8.5[/C][C]8.57079589436107[/C][C]-0.000657470514224233[/C][C]-0.070795894361068[/C][C]-0.123112050628458[/C][/ROW]
[ROW][C]169[/C][C]8.7[/C][C]8.63139920614258[/C][C]0.051449312978389[/C][C]0.0686007938574205[/C][C]0.269501411667283[/C][/ROW]
[ROW][C]170[/C][C]8.7[/C][C]8.58970336546168[/C][C]-0.0277530394433772[/C][C]0.110296634538320[/C][C]-0.409595219748855[/C][/ROW]
[ROW][C]171[/C][C]8.6[/C][C]8.48386240134391[/C][C]-0.094133333700624[/C][C]0.116137598656090[/C][C]-0.343336240028194[/C][/ROW]
[ROW][C]172[/C][C]8.5[/C][C]8.51217054785028[/C][C]0.0099662752906528[/C][C]-0.0121705478502835[/C][C]0.538502206376155[/C][/ROW]
[ROW][C]173[/C][C]8.3[/C][C]8.42060822470177[/C][C]-0.0763688421768939[/C][C]-0.120608224701771[/C][C]-0.446544409913996[/C][/ROW]
[ROW][C]174[/C][C]8[/C][C]8.36260164870455[/C][C]-0.0607560728644558[/C][C]-0.362601648704554[/C][C]0.0807431699386892[/C][/ROW]
[ROW][C]175[/C][C]8.2[/C][C]8.02322400769827[/C][C]-0.297631951661528[/C][C]0.176775992301724[/C][C]-1.22507587926374[/C][/ROW]
[ROW][C]176[/C][C]8.1[/C][C]7.92035361716105[/C][C]-0.132046268478125[/C][C]0.179646382838948[/C][C]0.85641049973162[/C][/ROW]
[ROW][C]177[/C][C]8.1[/C][C]7.95971407857913[/C][C]0.0136895472067912[/C][C]0.140285921420874[/C][C]0.75375126952647[/C][/ROW]
[ROW][C]178[/C][C]8[/C][C]8.04485972873899[/C][C]0.0744428469981793[/C][C]-0.0448597287389862[/C][C]0.314221482602536[/C][/ROW]
[ROW][C]179[/C][C]7.9[/C][C]8.07394860800472[/C][C]0.0358828526202[/C][C]-0.173948608004718[/C][C]-0.199444478842825[/C][/ROW]
[ROW][C]180[/C][C]7.9[/C][C]7.99390446679613[/C][C]-0.0626846393845265[/C][C]-0.093904466796133[/C][C]-0.509841397713867[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=63517&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=63517&T=1

As an alternative you can also use a QR Code:

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

Structural Time Series Model
t	Observed	Level	Slope	Seasonal	Stand. Residuals
1	6.9	6.9	0	0	0
2	6.8	6.80328262753222	-0.0969886639697468	-0.00328262753222099	-0.509711947518154
3	6.7	6.69829043125068	-0.104329203380002	0.00170956874931856	-0.0394162709541056
4	6.6	6.5993875934293	-0.0993842064077105	0.000612406570693932	0.0254867873150688
5	6.5	6.49999355515997	-0.099393156928099	6.44484002837696e-06	-4.63088397172742e-05
6	6.5	6.49370658592923	-0.0145725460057636	0.0062934140707674	0.438691895348336
7	7	6.96895320619657	0.431660149598124	0.0310467938034320	2.30793333437155
8	7.5	7.50177360453403	0.523814358362331	-0.00177360453402983	0.476624092478405
9	7.6	7.6280747491598	0.161691513837031	-0.0280747491598062	-1.87290940411838
10	7.6	7.60514469539128	-0.0064940422634259	-0.00514469539127838	-0.869860352300492
11	7.6	7.5967477558493	-0.00822753400398534	0.00325224415069477	-0.00896566727311983
12	7.8	7.7866676124991	0.172279708423442	0.0133323875009000	0.933588455025079
13	8	8.00090650382734	0.210480043855132	-0.000906503827344194	0.197743435919268
14	8	8.019652832764	0.0356723850107597	-0.0196528327640074	-0.91144565206235
15	8	8.0012263749624	-0.0117173829797968	-0.00122637496240239	-0.248091490334567
16	7.9	7.90108577147389	-0.0896642295311937	-0.00108577147389100	-0.402851105092088
17	7.9	7.8769881330424	-0.0320960948949893	0.0230118669576009	0.297702170523861
18	8	8.01795820690543	0.119982326826235	-0.0179582069054283	0.786630271350879
19	8.5	8.46939008900326	0.411286067862125	0.0306099109967422	1.50661957091250
20	9.2	9.15717823224795	0.6542878423783	0.0428217677520502	1.256814819453
21	9.4	9.44970688943783	0.336369897600665	-0.0497068894378309	-1.64428019212116
22	9.5	9.51455958870649	0.0977553000122758	-0.0145595887064889	-1.23412152759003
23	9.5	9.5153659026631	0.0125522284630493	-0.0153659026631039	-0.440674305996989
24	9.6	9.5901334595714	0.06722267543714	0.00986654042859326	0.282759195649806
25	9.7	9.68495775481885	0.0914660069197278	0.0150422451811474	0.125529470737772
26	9.7	9.7243088829891	0.0456356250559896	-0.0243088829890895	-0.237480793910056
27	9.6	9.6036163601931	-0.098330893481197	-0.00361636019310489	-0.747449805892849
28	9.5	9.49622645955113	-0.106210034756985	0.00377354044886688	-0.0407910332130456
29	9.4	9.375754105753	-0.118578882409638	0.0242458942470022	-0.0639314144975397
30	9.3	9.33925212679597	-0.0473841955243409	-0.0392521267959714	0.368278968443665
31	9.6	9.5962310448116	0.216711062451666	0.00376895518839076	1.36589684383012
32	10.2	10.1048865181986	0.470031680729156	0.0951134818013845	1.31018173423500
33	10.2	10.2553839111735	0.192781260094045	-0.055383911173492	-1.43394721740802
34	10.1	10.1275402374555	-0.0854180278091928	-0.0275402374555190	-1.43885655649390
35	9.9	9.9277051347366	-0.184695382897907	-0.0277051347366020	-0.513468466170338
36	9.8	9.78992035409442	-0.144002303329384	0.0100796459055824	0.210475605308685
37	9.8	9.77323743991112	-0.0335658220416446	0.0267625600888773	0.571840334891286
38	9.7	9.70885485557073	-0.0602999033787911	-0.00885485557073494	-0.138288519984853
39	9.5	9.51686986916906	-0.173695783524916	-0.0168698691690636	-0.58736507553376
40	9.3	9.28899985283534	-0.220482250981146	0.0110001471646583	-0.242285065169331
41	9.1	9.06383426532019	-0.224520885229	0.0361657346798152	-0.0208738621896985
42	9	9.04998240122864	-0.0429133763494174	-0.0499824012286451	0.93936556865467
43	9.5	9.51008803957474	0.390878797022265	-0.0100880395747372	2.24362561584474
44	10	9.8858642333578	0.377853890064433	0.114135766642198	-0.0673647141340615
45	10.2	10.2243875624102	0.343934630053573	-0.024387562410209	-0.175431631921640
46	10.1	10.1479051464939	-0.0186387523920995	-0.0479051464938622	-1.8752521923236
47	10	10.0343291332554	-0.100509565559901	-0.0343291332554264	-0.423437168161351
48	9.9	9.91007998530503	-0.120975928279361	-0.0100799853050278	-0.105865898435004
49	10	9.95924803430843	0.0257379535851044	0.0407519656915716	0.759511732078006
50	9.9	9.90330417272597	-0.0446631638652049	-0.00330417272597006	-0.364020394808719
51	9.7	9.7189094534988	-0.164607246447938	-0.0189094534987968	-0.620807663720052
52	9.5	9.47496654057144	-0.232830863872032	0.0250334594285605	-0.353245767009989
53	9.2	9.17429196336259	-0.291136036561832	0.0257080366374136	-0.301395533884428
54	9	9.09903757978164	-0.105715589841315	-0.0990375797816373	0.958993878824425
55	9.3	9.29161056374493	0.150567282437484	0.00838943625507061	1.32556122734086
56	9.8	9.68111685887387	0.355881338043137	0.118883141126127	1.061879047375
57	9.8	9.79552025448501	0.148385020794035	0.00447974551498878	-1.07318024911491
58	9.6	9.6591873680871	-0.0962628817004825	-0.0591873680870934	-1.26534050706559
59	9.4	9.4362634959221	-0.205086316971399	-0.0362634959220974	-0.562833139286858
60	9.3	9.3292267864702	-0.120865890964073	-0.0292267864702048	0.435674640113666
61	9.2	9.15987381741916	-0.162526647446609	0.0401261825808406	-0.215617093302957
62	9.2	9.17315763955464	-0.0115699046998726	0.0268423604453565	0.780495449104329
63	9	9.01933752253603	-0.133400868188506	-0.0193375225360328	-0.63038066979372
64	8.8	8.75936736075232	-0.241930716368611	0.0406326392476787	-0.561825045022934
65	8.7	8.67178743516707	-0.109600065694556	0.0282125648329320	0.684162012003635
66	8.7	8.81343441744137	0.105665231762804	-0.113434417441371	1.11326607606669
67	9.1	9.12380519812145	0.281094083468202	-0.0238051981214453	0.907373471856493
68	9.7	9.54995765887827	0.405425210195667	0.150042341121726	0.643038802218294
69	9.8	9.77699518115466	0.252524443758275	0.0230048188453459	-0.790810333329948
70	9.6	9.67141308903975	-0.0544100856828502	-0.071413089039746	-1.58749402100156
71	9.4	9.4629590605726	-0.186422472532329	-0.0629590605725986	-0.682767777222532
72	9.4	9.40684008553977	-0.0747752818288613	-0.00684008553976568	0.577574994265567
73	9.5	9.47891995811771	0.0510911013962462	0.0210800418822849	0.651299465619691
74	9.4	9.36769439497004	-0.0879282740069448	0.0323056050299552	-0.718789272278589
75	9.3	9.28735109929848	-0.0814431863225421	0.0126489007015181	0.0335503876852401
76	9.2	9.16832337824294	-0.113604482609247	0.0316766217570563	-0.166459039326326
77	9	8.99982997074862	-0.16057639318422	0.000170029251380322	-0.242880112095490
78	8.9	9.0250766827047	-0.00165055774615969	-0.125076682704700	0.821863818461227
79	9.2	9.24162800933478	0.184991027235747	-0.041628009334785	0.965365148234763
80	9.8	9.62437322954055	0.354171403767478	0.175626770459446	0.875002822894066
81	9.9	9.84104813183949	0.236538259823699	0.0589518681605105	-0.608404249325954
82	9.6	9.67829896920759	-0.105054269715233	-0.0782989692075892	-1.7667441103516
83	9.2	9.30505236442219	-0.334457226779272	-0.105052364422189	-1.18648212688483
84	9.1	9.12162462476358	-0.205285935188185	-0.0216246247635796	0.668236778265544
85	9.1	9.04446101677087	-0.0956785396937964	0.0555389832291262	0.567085979358425
86	9	8.96775485055741	-0.0794587842357685	0.0322451494425879	0.0838661876366756
87	8.9	8.878547327021	-0.0877827058291824	0.0214526729789957	-0.0430600588812928
88	8.7	8.65769203759342	-0.201476375333422	0.0423079624065759	-0.588367969521904
89	8.5	8.5083393168658	-0.156935605805233	-0.00833931686580338	0.230330471554328
90	8.3	8.44558284989099	-0.0764988489144051	-0.145582849890985	0.415959699843689
91	8.5	8.56882980183363	0.0941082770596501	-0.0688298018336336	0.882418089752944
92	8.7	8.5373969419345	-0.0131377250266477	0.162603058065503	-0.55468030439221
93	8.4	8.30924189557444	-0.196828705085321	0.0907581044255647	-0.95005745208409
94	8.1	8.12990277041526	-0.181887839852855	-0.029902770415264	0.0772750660123883
95	7.8	7.92420449541311	-0.202225214484494	-0.124204495413109	-0.105186984895535
96	7.7	7.73856120292938	-0.188062744384205	-0.0385612029293838	0.0732654979027834
97	7.5	7.45842603098862	-0.266716991566782	0.0415739690113771	-0.406899467490165
98	7.2	7.17088288753995	-0.284497143767788	0.0291171124600502	-0.091937885817044
99	6.8	6.76393781393972	-0.388937338110898	0.0360621860602798	-0.540247475588933
100	6.7	6.63387691676439	-0.168027769691396	0.0661230832356147	1.14309004181351
101	6.4	6.42189044812013	-0.205547648939400	-0.0218904481201324	-0.194036293289821
102	6.3	6.46172130841553	0.00380010847361459	-0.161721308415531	1.08258883550400
103	6.8	6.82618494772498	0.311500221860795	-0.026184947724981	1.59146598631578
104	7.3	7.10760546345154	0.285833516409557	0.192394536548457	-0.132749616357085
105	7.1	7.04409653891183	-0.0122731229254691	0.0559034610881703	-1.54181798932843
106	7	7.03113367628378	-0.0128616768686343	-0.0311336762837759	-0.00304402662815616
107	6.8	6.94130487700724	-0.0785281800365025	-0.141304877007237	-0.339637650552407
108	6.6	6.64771905993194	-0.262008269803026	-0.047719059931941	-0.949164592939156
109	6.3	6.26549144138742	-0.364591333665558	0.0345085586125796	-0.530651211812909
110	6.1	6.03090765095222	-0.253716814310413	0.0690923490477754	0.573330808157301
111	6.1	6.06794384934177	-0.00593601140390337	0.0320561506582342	1.28167644289275
112	6.3	6.19499946848746	0.107442356763316	0.105000531512536	0.586624464106176
113	6.3	6.34110768134133	0.140413507842667	-0.0411076813413264	0.170519819732244
114	6	6.24436716080664	-0.0617427683283162	-0.244367160806639	-1.04540645502945
115	6.2	6.23231729991367	-0.0193855911985331	-0.0323172999136703	0.219073225278536
116	6.4	6.1659833796564	-0.0594091639625735	0.234016620343605	-0.207004444169889
117	6.8	6.70115005802514	0.447499282765628	0.0988499419748579	2.62174553289296
118	7.5	7.49816924829108	0.745471004805264	0.00183075170891743	1.54111971267231
119	7.5	7.65818755751732	0.246423806684914	-0.158187557517319	-2.58117637378173
120	7.6	7.6416818058367	0.0222948616614153	-0.041681805836708	-1.15942049689715
121	7.6	7.58314137466263	-0.0466192985585717	0.0168586253373661	-0.356467015572466
122	7.4	7.38635982469393	-0.174574099696437	0.0136401753060682	-0.661671356560649
123	7.3	7.28632549987441	-0.111095323776076	0.0136745001255873	0.328344120716931
124	7.1	7.02078397309569	-0.242662895841471	0.0792160269043137	-0.680692549383508
125	6.9	6.88845744398707	-0.1486494153989	0.0115425560129334	0.486232681951028
126	6.8	7.01089710066548	0.0822717504469815	-0.210897100665476	1.19417117207913
127	7.5	7.4636192251257	0.397805830203249	0.0363807748743065	1.63193227808852
128	7.6	7.48708251880199	0.0789174881331633	0.112917481198013	-1.64931022624031
129	7.8	7.76400371031722	0.247600111061917	0.0359962896827827	0.872431074809008
130	8	7.93401647703858	0.181504898938954	0.0659835229614232	-0.341846561046691
131	8.1	8.21808636999205	0.268869394844783	-0.118086369992047	0.451870795383239
132	8.2	8.25630689009658	0.0723955719793231	-0.0563068900965844	-1.01633743229518
133	8.3	8.26710336373467	0.0199194739961053	0.0328966362653282	-0.271428837130206
134	8.2	8.20619917924705	-0.0489041845089202	-0.00619917924705061	-0.355904627572743
135	8	7.9673496719076	-0.210570658536544	0.0326503280924093	-0.83620614239248
136	7.9	7.81550643505175	-0.160574098039964	0.0844935649482516	0.25865477197089
137	7.6	7.62494809065441	-0.186106292079098	-0.0249480906544115	-0.132053932471457
138	7.6	7.83851409061825	0.154148437783004	-0.238514090618247	1.75959545503132
139	8.3	8.18329305671243	0.316422947099063	0.116706943287566	0.839268665887032
140	8.4	8.3303225199136	0.172212333243359	0.0696774800863902	-0.745865013587108
141	8.4	8.36658947996142	0.0564700830622168	0.0334105200385841	-0.598622047596288
142	8.4	8.36756169519514	0.00922159927542547	0.0324383048048586	-0.24437099571462
143	8.4	8.4829206979083	0.0995754428678285	-0.0829206979082976	0.46733501010513
144	8.6	8.64952081825745	0.156635984379270	-0.0495208182574524	0.295161569668832
145	8.9	8.8550416835422	0.198255533295663	0.0449583164578036	0.215268140398107
146	8.8	8.79455129543897	-0.0219504528495293	0.00544870456102707	-1.13876301326199
147	8.3	8.30684621843196	-0.418174461598244	-0.00684621843196125	-2.04940928952984
148	7.5	7.43562537414715	-0.803667293423078	0.064374625852848	-1.99424941090497
149	7.2	7.23367250031932	-0.291567723293461	-0.0336725003193204	2.64864654949372
150	7.4	7.61724917187873	0.282926912443713	-0.217249171878729	2.97098631118528
151	8.8	8.59562888004973	0.874639860376063	0.204371119950268	3.06025690636239
152	9.3	9.22272871022969	0.664009440538916	0.0772712897703133	-1.08938906372129
153	9.3	9.3014826856467	0.165990107548502	-0.00148268564670678	-2.57577065724356
154	8.7	8.75172540723344	-0.443051667665823	-0.0517254072334449	-3.14999570963287
155	8.2	8.31202402714954	-0.440201009299776	-0.112024027149539	0.0147444479707999
156	8.3	8.34533732315206	-0.037277896522023	-0.0453373231520548	2.08419158941487
157	8.5	8.42542992485681	0.0625978339589858	0.0745700751431851	0.516575044885542
158	8.6	8.51072442477806	0.0819047894234868	0.089275575221937	0.0998446753512053
159	8.5	8.40712896477445	-0.075838881005781	0.0928710352255452	-0.81589762663555
160	8.2	8.19776959707738	-0.189400487637189	0.00223040292261712	-0.587463609323146
161	8.1	8.20641615268126	-0.0209251164086593	-0.106416152681260	0.87138580502876
162	7.9	8.246216775861	0.0307263235683887	-0.346216775861006	0.267117847447907
163	8.6	8.38624394510366	0.123684101681642	0.213756054896337	0.480761592789531
164	8.7	8.55251351507315	0.159903901500448	0.147486484926852	0.187329704662209
165	8.7	8.59197337143758	0.0574585603138465	0.108026628562416	-0.529850740326104
166	8.5	8.54254372134772	-0.0334544450033096	-0.0425437213477217	-0.470208367102745
167	8.4	8.57563491783914	0.0231433876194469	-0.175634917839144	0.292741452214441
168	8.5	8.57079589436107	-0.000657470514224233	-0.070795894361068	-0.123112050628458
169	8.7	8.63139920614258	0.051449312978389	0.0686007938574205	0.269501411667283
170	8.7	8.58970336546168	-0.0277530394433772	0.110296634538320	-0.409595219748855
171	8.6	8.48386240134391	-0.094133333700624	0.116137598656090	-0.343336240028194
172	8.5	8.51217054785028	0.0099662752906528	-0.0121705478502835	0.538502206376155
173	8.3	8.42060822470177	-0.0763688421768939	-0.120608224701771	-0.446544409913996
174	8	8.36260164870455	-0.0607560728644558	-0.362601648704554	0.0807431699386892
175	8.2	8.02322400769827	-0.297631951661528	0.176775992301724	-1.22507587926374
176	8.1	7.92035361716105	-0.132046268478125	0.179646382838948	0.85641049973162
177	8.1	7.95971407857913	0.0136895472067912	0.140285921420874	0.75375126952647
178	8	8.04485972873899	0.0744428469981793	-0.0448597287389862	0.314221482602536
179	7.9	8.07394860800472	0.0358828526202	-0.173948608004718	-0.199444478842825
180	7.9	7.99390446679613	-0.0626846393845265	-0.093904466796133	-0.509841397713867

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Figure 3

PNG link

Postscript link

PDF link

Figure 4

PNG link

Postscript link

PDF link

Figure 5

PNG link

Postscript link

PDF link

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')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code