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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

Thu, 22 Nov 2012 09:39:38 -0500

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/2012/Nov/22/t1353595221d0867oqgcwcv7lg.htm/, Retrieved Thu, 02 May 2024 11:34:51 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=191809, Retrieved Thu, 02 May 2024 11:34:51 +0000

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IsPrivate?

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User-defined keywords

Estimated Impact

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

F     [Univariate Data Series] [HPC Retail Sales] [2008-03-02 15:42:48] [74be16979710d4c4e7c6647856088456]
- RMPD  [Structural Time Series Models] [HPC Retail Sales] [2008-03-06 16:52:55] [74be16979710d4c4e7c6647856088456]
- R  D    [Structural Time Series Models] [HPC Retail Sales] [2008-03-08 11:33:35] [74be16979710d4c4e7c6647856088456]
- RM D        [Structural Time Series Models] [Workshop 8 - OLO ...] [2012-11-22 14:39:38] [3353489d44052879174bf0d9e8b7362f] [Current]
- R  D          [Structural Time Series Models] [Paper stat - wiss...] [2012-12-05 15:31:45] [9f87ad58f325f963ff5b3a15384d509e] 
- RMPD          [Exponential Smoothing] [Paper stat - wiss...] [2012-12-05 15:39:43] [9f87ad58f325f963ff5b3a15384d509e] 
- RMPD          [Exponential Smoothing] [Paper stat - wiss...] [2012-12-05 15:42:49] [9f87ad58f325f963ff5b3a15384d509e] 
- RMPD          [Exponential Smoothing] [Paper stat - wiss...] [2012-12-05 15:43:43] [9f87ad58f325f963ff5b3a15384d509e] 
- RMPD          [Exponential Smoothing] [Paper stat - wiss...] [2012-12-05 15:44:29] [9f87ad58f325f963ff5b3a15384d509e] 

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Dataseries X:

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Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	7 seconds
R Server	'Gwilym Jenkins' @ jenkins.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 & 7 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191809&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]7 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191809&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191809&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	7 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

Structural Time Series Model
t	Observed	Level	Slope	Seasonal	Stand. Residuals
1	8.64	8.64	0	0	0
2	8.89	8.87700000021189	0.0129999998624157	0.0129999997881105	0.634202370764815
3	8.87	8.85713147427327	0.012868525726729	0.012868525726729	-0.146778493210497
4	8.81	8.79742063509886	0.0125793649011434	0.0125793649011434	-0.324109616299562
5	8.87	8.8572332017526	0.0127667982474012	0.0127667982474012	0.210922407262399
6	9.06	9.04653543321971	0.0134645667802869	0.0134645667802869	0.788322330465329
7	9.12	9.10635294131899	0.0136470586810101	0.0136470586810101	0.206988335787199
8	8.66	8.64820312519997	0.0117968748000304	0.0117968748000304	-2.10678537862003
9	8.17	8.16015564228351	0.00984435771648502	0.009844357716485	-2.23201298353511
10	8.04	8.03069767469463	0.00930232530537299	0.00930232530537299	-0.62203812080163
11	7.71	7.70200772232328	0.00799227767672446	0.00799227767672446	-1.50925335612239
12	7.55	7.54265384648813	0.00734615351186833	0.00734615351186834	-0.747253348487494
13	7.52	7.58467191436213	0.00587926481058589	-0.0646719143621264	0.187054852248619
14	7.38	7.37923636203544	0.000763636091891385	0.000763637964558984	-0.802813821459995
15	7.52	7.51898366623811	0.00101633376188431	0.00101633376188433	0.619974128889249
16	7.31	7.30936594222377	0.000634057776228004	0.000634057776228014	-0.939588466572791
17	6.92	6.92007233295948	-7.2332959480545e-05	-7.23329594805862e-05	-1.7393717873728
18	7.09	7.08976534317383	0.000234656826164505	0.000234656826164524	0.757280363913863
19	7.05	7.04983783805453	0.000162161945473827	0.000162161945473801	-0.179152979620001
20	7.37	7.36926259011642	0.000737409883575687	0.000737409883575654	1.42414523236178
21	7.05	7.04983842032366	0.000161579676341574	0.000161579676341523	-1.42815307501355
22	6.79	6.79030465973632	-0.000304659736317063	-0.000304659736317072	-1.15842788325083
23	6.35	6.35109123462272	-0.00109123462271963	-0.00109123462271963	-1.95784543157589
24	6.44	6.44092857169591	-0.000928571695908611	-0.000928571695908603	0.405605487704064
25	6.89	6.80164463921954	-0.00803230582099358	0.0883553607804617	1.77736620332035
26	7.16	7.16230587983295	-0.00230588276497577	-0.00230587983294932	1.49361422163112
27	7.46	7.46195064653819	-0.00195064653819044	-0.00195064653819038	1.34650083811961
28	7.91	7.91142018799982	-0.00142018799981628	-0.00142018799981629	2.01303505631157
29	7.86	7.86147713971731	-0.0014771397173112	-0.00147713971731127	-0.216379670421765
30	8.02	8.02128805640378	-0.00128805640378216	-0.00128805640378213	0.719236918475096
31	8.38	8.38086549724725	-0.00086549724725221	-0.000865497247252231	1.60921779375317
32	8.5	8.50072429922769	-0.000724299227693796	-0.000724299227693859	0.538348939040261
33	8.4	8.4008401401926	-0.000840140192595908	-0.000840140192595958	-0.442185783949716
34	8.24	8.24102564120618	-0.00102564120617836	-0.00102564120617836	-0.708917436463111
35	8.33	8.33091967421336	-0.000919674213360113	-0.000919674213360128	0.405439588365759
36	8.28	8.28097674436315	-0.000976744363146053	-0.000976744363146025	-0.218610056508031
37	8.15	8.15661569801995	0.000601426979597479	-0.00661569801994568	-0.587300715765781
38	8.06	8.06050434669147	-0.000504347966528446	-0.000504346691468187	-0.40264486266893
39	7.79	7.79073848854734	-0.000738488547337953	-0.00073848854733796	-1.20054477426699
40	7.28	7.28118055586469	-0.00118055586469158	-0.00118055586469157	-2.26865063109002
41	7.52	7.52097137930449	-0.000971379304491154	-0.000971379304491213	1.07440796940356
42	7.23	7.23122183740008	-0.0012218374000747	-0.00122183740007473	-1.28756138380212
43	7.13	7.13130735962516	-0.00130735962516408	-0.00130735962516409	-0.440035990802934
44	7.21	7.21123702453373	-0.00123702453373396	-0.00123702453373404	0.362207364668285
45	6.99	6.99142610231401	-0.00142610231400939	-0.00142610231400943	-0.974543889301821
46	6.77	6.77161485353505	-0.00161485353505449	-0.00161485353505449	-0.973701950516632
47	6.69	6.69168248524541	-0.00168248524540804	-0.00168248524540805	-0.349189904517615
48	6.39	6.39193965553587	-0.00193965553587493	-0.0019396555358749	-1.32894442334131
49	6.85	6.78722872612829	-0.00570647976832235	0.0627712738717126	1.86037956894483
50	6.74	6.74602758309158	-0.00602758667138005	-0.00602758309158095	-0.150030722898389
51	6.56	6.56614748503865	-0.0061474850386479	-0.00614748503864788	-0.77507908261987
52	6.62	6.6261019289155	-0.0061019289155039	-0.00610192891550388	0.294699282277182
53	6.71	6.71603578855949	-0.00603578855949051	-0.00603578855949053	0.428151972473091
54	6.67	6.67605914771657	-0.00605914771657254	-0.00605914771657256	-0.151316916630218
55	6.54	6.54614433044033	-0.00614433044032907	-0.00614433044032905	-0.552179816699324
56	6.14	6.1464148357314	-0.00641483573140042	-0.0064148357314005	-1.75470152722912
57	6.13	6.13641729637971	-0.0064172963797052	-0.00641729637970521	-0.0159725889137514
58	5.86	5.86659808014274	-0.00659808014273927	-0.00659808014273929	-1.17431136926997
59	5.88	5.8865798497915	-0.00657984979150533	-0.00657984979150532	0.118499563249062
60	5.75	5.75666438414829	-0.00666438414829214	-0.0066643841482921	-0.549860638536177
61	5.53	5.47913978327927	-0.00462365642415618	0.0508602167207306	-1.25617478673929
62	5.86	5.86172571080558	-0.00172571483160749	-0.00172571080558066	1.65251946052289
63	5.9	5.90170188516139	-0.00170188516139419	-0.00170188516139416	0.185906734063406
64	5.95	5.95167237495004	-0.001672374950038	-0.00167237495003799	0.230355053501234
65	5.69	5.69181973812784	-0.00181973812784203	-0.00181973812784205	-1.15096545119676
66	5.53	5.53190992072622	-0.00190992072622486	-0.00190992072622487	-0.704764138420529
67	5.71	5.71180626833947	-0.00180626833946632	-0.00180626833946637	0.810490562281582
68	5.6	5.60186788208797	-0.00186788208797488	-0.00186788208797495	-0.482051843539324
69	5.73	5.73179282921652	-0.00179282921651966	-0.00179282921651964	0.587530950231906
70	5.6	5.6018657570797	-0.00186575707970088	-0.00186575707970089	-0.571220921156432
71	5.41	5.4119727123165	-0.0019727123165002	-0.00197271231650018	-0.838223262173702
72	5.13	5.13213068238194	-0.00213068238193744	-0.00213068238193739	-1.23873769122701
73	5	4.98643274675661	-0.00123338701820769	0.0135672532433898	-0.661467938762496
74	5.04	5.04087804533696	-0.000878049313690393	-0.000878045336959837	0.23921291166408
75	5.1	5.10084836715417	-0.00084836715416588	-0.000848367154165843	0.271250282660021
76	4.96	4.96091617984829	-0.000916179848289956	-0.00091617984828995	-0.620008726544246
77	4.9	4.90094495911119	-0.000944959111187391	-0.000944959111187398	-0.263255900720486
78	4.8	4.80099318455029	-0.000993184550286437	-0.000993184550286462	-0.441353098642051
79	4.48	4.48114841902762	-0.00114841902762191	-0.00114841902762195	-1.42137807333627
80	4.29	4.29124027291963	-0.00124027291962731	-0.00124027291962737	-0.841453897191159
81	4.27	4.27124939286574	-0.0012493928657452	-0.00124939286574516	-0.083586524655508
82	4.18	4.18129251755816	-0.0012925175581598	-0.0012925175581598	-0.395440491018418
83	4.02	4.02136959745134	-0.00136959745133919	-0.00136959745133917	-0.707143018178269
84	3.82	3.82146601998754	-0.00146601998754475	-0.0014660199875447	-0.885025184476874
85	4.13	4.09756992000872	-0.0029481895190427	0.0324300799912819	1.27286389075324
86	4.16	4.16257020864485	-0.00257021339466259	-0.00257020864484573	0.293358130560881
87	3.98	3.98264568339229	-0.00264568339228658	-0.00264568339228655	-0.790586652361359
88	4.26	4.26252551089303	-0.0025255108930256	-0.00252551089302561	1.25940483557843
89	4.7	4.70233744222942	-0.00233744222942023	-0.00233744222942018	1.97179313679858
90	4.96	4.9622259989522	-0.0022259989522044	-0.00222599895220436	1.16891614628835
91	5.13	5.13215286688419	-0.00215286688419065	-0.00215286688419072	0.767400060929845
92	5.35	5.35205857448426	-0.00205857448425674	-0.00205857448425681	0.989862970686337
93	5.41	5.41203224500521	-0.00203224500520537	-0.00203224500520532	0.27651900824231
94	5.42	5.42202714227133	-0.00202714227132673	-0.00202714227132673	0.0536129742403396
95	5.51	5.5119881311846	-0.00198813118459893	-0.00198813118459891	0.410052259536673
96	5.75	5.75188559382827	-0.00188559382826966	-0.00188559382826961	1.07824481386462
97	5.67	5.6541717030434	-0.00143893649379733	0.0158282969566032	-0.437891478909977
98	5.46	5.46237735469022	-0.00237735906071707	-0.00237735469021949	-0.824910366553765
99	5.56	5.56233874062235	-0.00233874062235242	-0.00233874062235242	0.456181171855739
100	5.56	5.56233785874417	-0.00233785874417034	-0.00233785874417033	0.0104211466264369
101	5.54	5.54234451616733	-0.00234451616733101	-0.00234451616733101	-0.0787003804910829
102	5.53	5.53234740067557	-0.00234740067557064	-0.00234740067557063	-0.0341119190786483
103	5.65	5.65230131878585	-0.00230131878584749	-0.00230131878584755	0.545165402841758
104	5.58	5.58232680775059	-0.00232680775059239	-0.00232680775059245	-0.301657258184953
105	5.57	5.57232969566677	-0.00232969566677076	-0.00232969566677072	-0.0341908329383946
106	5.36	5.36240782596488	-0.00240782596488032	-0.00240782596488033	-0.925354266362761
107	5.23	5.23245581099356	-0.00245581099355936	-0.00245581099355934	-0.568535647563394
108	5.11	5.11250000054426	-0.0025000005442611	-0.00250000054426105	-0.523763050872396
109	5.07	5.04543689154252	-0.00223301023447884	0.0245631084574788	-0.294211369374226
110	5.04	5.04223728454626	-0.00223728866744903	-0.00223728454625696	-0.00420115045758089
111	5.34	5.34213486993797	-0.00213486993797016	-0.00213486993797013	1.3467587205502
112	5.43	5.43210365893407	-0.00210365893407188	-0.00210365893407187	0.410549756292047
113	5.31	5.31214358320038	-0.00214358320038545	-0.00214358320038546	-0.525342000288328
114	5.12	5.122207177122	-0.00220717712199976	-0.00220717712199978	-0.837081715470301
115	4.97	4.97225719162103	-0.00225719162102617	-0.00225719162102623	-0.658559760189842
116	5	5.002246279173	-0.00224627917299996	-0.00224627917300002	0.143736950016026
117	4.64	4.64236726455461	-0.00236726455461253	-0.0023672645546125	-1.59413851754909
118	4.8	4.80231237365251	-0.00231237365250983	-0.00231237365250983	0.723503097656925
119	5.1	5.10221020656293	-0.00221020656292815	-0.00221020656292813	1.34709389787677
120	5.11	5.11220608149254	-0.00220608149253747	-0.00220608149253743	0.0544082780777462
121	5.12	5.09629341001872	-0.00215514483820591	0.0237065899812854	-0.0623224845527941
122	5.36	5.36108307394133	-0.00108307735961736	-0.00108307394133046	1.16300519182997
123	5.26	5.26111350401414	-0.00111350401413993	-0.0011135040141399	-0.44077719833754
124	5.27	5.27111008657694	-0.00111008657693713	-0.00111008657693713	0.0495221590185494
125	5.1	5.10116200478791	-0.00116200478791272	-0.00116200478791271	-0.752579342568935
126	4.94	4.94121081794725	-0.00121081794725046	-0.00121081794725048	-0.707787678003148
127	4.68	4.68129032308495	-0.00129032308495135	-0.00129032308495139	-1.15317372686706
128	4.41	4.41137285064012	-0.00137285064012443	-0.0013728506401245	-1.19737985853495
129	4.6	4.60131409323114	-0.00131409323114019	-0.00131409323114016	0.852764255700989
130	4.53	4.53133517546493	-0.00133517546492906	-0.00133517546492907	-0.306066867519346
131	4.18	4.18144216069964	-0.00144216069964108	-0.00144216069964106	-1.5536630541336
132	4	4.00149693305168	-0.00149693305168361	-0.00149693305168356	-0.795660220031195
133	3.87	3.85877550862453	-0.00102040867066292	0.0112244913754734	-0.640972132495375
134	4.09	4.09016619355156	-0.000166197720041652	-0.000166193551556635	1.0145510390305
135	4.13	4.13015488646659	-0.000154886466591239	-0.0001548864665912	0.17898430506074
136	3.74	3.74026464017725	-0.000264640177245889	-0.000264640177245883	-1.73718590094348
137	3.81	3.81024486402971	-0.000244864029709207	-0.000244864029709157	0.313105751106628
138	4.11	4.11016038318689	-0.000160383186889868	-0.000160383186889812	1.33791900384385
139	4.14	4.14015189925205	-0.000151899252053383	-0.000151899252053455	0.134397474397151
140	3.99	3.99019403877015	-0.000194038770152855	-0.000194038770152907	-0.66773710916441
141	4.28	4.28011245482628	-0.000112454826278936	-0.000112454826278886	1.29313174634785
142	4.37	4.37008712810615	-8.71281061494568e-05	-8.71281061494463e-05	0.401549532774853
143	4.24	4.24012363074568	-0.000123630745677793	-0.000123630745677763	-0.578903939209886
144	4.19	4.19013764096415	-0.000137640964152566	-0.000137640964152511	-0.222253787124121
145	4.01	4.01445259290344	0.00040478082782889	-0.00445259290344002	-0.795550352276995
146	3.95	3.94981558114648	0.000184415105332671	0.000184418853519888	-0.284399821876786
147	4.3	4.29972474715325	0.000275252846748647	0.000275252846748751	1.55882767262665
148	4.37	4.36970664622908	0.000293353770921785	0.000293353770921789	0.310703332587728
149	4.4	4.39969893622346	0.000301063776544637	0.000301063776544655	0.132377020659803
150	4.29	4.28972755612069	0.00027244387930686	0.0002724438793069	-0.491517170182146
151	4.12	4.11977172537491	0.000228274625086392	0.000228274625086322	-0.758758163587454
152	4.07	4.06978475138213	0.000215248617874567	0.000215248617874542	-0.223824324292672
153	3.93	3.92982110483669	0.000178895163311929	0.000178895163311967	-0.624819079831695
154	3.79	3.7898574394455	0.000142560554504191	0.000142560554504204	-0.624657104665259
155	3.67	3.66988857253244	0.000111427467563475	0.000111427467563507	-0.535372364411069
156	3.53	3.52992487083634	7.51291636622029e-05	7.51291636622545e-05	-0.624356500949028
157	3.69	3.68593820531164	-0.000369254347613014	0.00406179468836445	0.70578156690478
158	3.69	3.69035421412388	-0.000354217263026765	-0.000354214123876589	0.0209534618739915
159	3.48	3.48040472223401	-0.000404722234007983	-0.000404722234007899	-0.934219973677081
160	3.31	3.31044556888883	-0.000445568888830879	-0.00044556888883087	-0.755747628721175
161	3.16	3.16048158007599	-0.000481580075986263	-0.000481580075986239	-0.666441963738719
162	3.25	3.25045979827586	-0.000459798275864746	-0.000459798275864671	0.40320252103603
163	3.14	3.14048616174712	-0.00048616174711891	-0.000486161747118982	-0.488131249837275
164	3.19	3.19047401396762	-0.000474013967624503	-0.00047401396762455	0.224975612231443
165	3.43	3.43041616598572	-0.000416165985717824	-0.000416165985717763	1.07159641794948
166	3.45	3.45041125589193	-0.000411255891932438	-0.000411255891932417	0.0909781918245874
167	3.31	3.31044481895307	-0.000444818953070178	-0.000444818953070146	-0.622033143449836
168	3.51	3.51039663509299	-0.000396635092986042	-0.000396635092985993	0.893219042999738
169	3.53	3.52519504644489	-0.000436814304680433	0.00480495355510552	0.0686978782483616
170	3.83	3.82954381669406	0.000456179260698184	0.000456183305941232	1.33620458202168
171	4.02	4.01950123611412	0.000498763885876926	0.000498763885877037	0.844648841903941
172	3.99	3.98950808669144	0.000491913308564801	0.000491913308564809	-0.135909182584712
173	4.11	4.10948124902887	0.000518750971129888	0.000518750971129908	0.532554264986303
174	3.96	3.95951504309759	0.000484956902408025	0.000484956902408097	-0.670744608423874
175	3.83	3.82954433265626	0.000455667343738909	0.000455667343738857	-0.581469637264041
176	3.71	3.70957136490317	0.000428635096828271	0.000428635096828255	-0.536776932943138
177	3.81	3.80954902445321	0.000450975546788612	0.000450975546788673	0.443711901533458
178	3.73	3.72956707088483	0.000432929115168351	0.000432929115168372	-0.358507250285254
179	3.99	3.98950885892599	0.000491141074011984	0.000491141074012019	1.15668801473506
180	4.17	4.1694686102946	0.000531389705398779	0.000531389705398827	0.799931016566074
181	4	4.01018118193996	0.000925561702346513	-0.0101811819399614	-0.721864982064053
182	4.1	4.09883368133792	0.00116631537412745	0.00116631866207828	0.385009884312154
183	4.24	4.2388044625771	0.00119553742289508	0.00119553742289521	0.618677742905386
184	4.45	4.44876052223446	0.00123947776553895	0.00123947776553895	0.930485090772026
185	4.62	4.61872501612061	0.00127498387939029	0.00127498387939034	0.752039259070068
186	4.49	4.48875262971181	0.00124737028818756	0.00124737028818763	-0.584994301326952
187	4.45	4.44876130423953	0.00123869576046863	0.00123869576046858	-0.183808646431124
188	4.49	4.48875315425789	0.00124684574211491	0.0012468457421149	0.172730115252198
189	4.36	4.35878074451948	0.00121925548051805	0.0012192554805181	-0.584868949521164
190	4.32	4.31878940766881	0.00121059233119396	0.00121059233119397	-0.183683371964456
191	4.45	4.44876234537929	0.00123765462070736	0.00123765462070739	0.573918012846551
192	4.13	4.12882983229626	0.00117016770374121	0.00117016770374127	-1.4315158660851
193	4.14	4.15230485448184	0.00111862286864686	-0.0123048544818399	0.100662025557721
194	4.3	4.29850692802519	0.00149306892287106	0.00149307197481019	0.637325597815376
195	4.42	4.41848346895594	0.00151653104405695	0.00151653104405708	0.528099930276699
196	4.67	4.66843428377656	0.00156571622344196	0.00156571622344196	1.10731162183349
197	4.96	4.95837720197361	0.00162279802638528	0.00162279802638537	1.28534361726311
198	4.73	4.7284230315841	0.00157696841589567	0.00157696841589572	-1.03217581137655
199	4.52	4.51846488658256	0.00153511341744386	0.00153511341744383	-0.942846020249059
200	4.36	4.35849683578165	0.00150316421834657	0.00150316421834657	-0.719845562286667
201	4.15	4.14853865963234	0.00146134036765644	0.00146134036765648	-0.942517165024254
202	3.92	3.91858442107831	0.00141557892169433	0.00141557892169432	-1.0314563917169
203	3.88	3.8785926075951	0.00140739240490081	0.00140739240490086	-0.184559392780102
204	4.2	4.19852964461468	0.0014703553853242	0.00147035538532424	1.4197377142034
205	3.95	3.97163481861951	0.00196680146511254	-0.0216348186195147	-1.02985663031511
206	3.78	3.77850840917378	0.00149158849509364	0.00149159082621998	-0.857716934175309
207	3.69	3.68852550957659	0.00147449042341338	0.00147449042341348	-0.407714272845185
208	3.77	3.76851083739261	0.00148916260738505	0.00148916260738506	0.349933507478663
209	3.66	3.65853166481455	0.00146833518544694	0.00146833518544706	-0.496829560335739
210	3.53	3.5285562199821	0.00144378001789929	0.00144378001789936	-0.585862829896858
211	3.5	3.49856209183787	0.00143790816213128	0.00143790816213122	-0.140123036009241
212	3.14	3.13862957466007	0.00137042533992569	0.00137042533992568	-1.61067714742776
213	3.42	3.41857756240654	0.00142243759345476	0.00142243759345484	1.24165807235503
214	3.3	3.29860022430781	0.00139977569218538	0.00139977569218537	-0.541095296914101
215	2.81	2.80869192050014	0.00130807949985764	0.00130807949985767	-2.18982683458338
216	3.15	3.14862873169371	0.00137126830629401	0.00137126830629402	1.50931421984427
217	3.37	3.37989417877394	0.000899470518322732	-0.00989417877393983	1.03607411649777
218	4.05	4.04756282864958	0.00243716767815183	0.00243717135042245	2.93357334341147
219	4	3.99757211161433	0.00242788838567316	0.00242788838567324	-0.233677075264251
220	4.2	4.19753715546396	0.00246284453603857	0.00246284453603857	0.880445670042965
221	4.21	4.20753582216175	0.00246417783824636	0.00246417783824648	0.0335880197985929
222	4.24	4.23753095201157	0.00246904798843433	0.00246904798843442	0.122708594619373
223	4.24	4.23753138862494	0.00246861137506279	0.0024686113750627	-0.0110028824150425
224	4.17	4.16754420132469	0.0024557986753114	0.00245579867531143	-0.322943752386872
225	4.12	4.11755347405087	0.00244652594913052	0.00244652594913059	-0.233760139762475
226	4.35	4.34751325603534	0.00248674396466003	0.00248674396466004	1.01405247983958
227	3.98	3.97757907806018	0.00242092193981701	0.00242092193981703	-1.65992241559801
228	3.62	3.61764311004145	0.00235688995854695	0.002356889958547	-1.61506585495941
229	4.39	4.39926656104892	0.00084241419946412	-0.00926656104891883	3.50989927314916
230	5.01	5.00782688603018	0.00217310855881089	0.0021731139698203	2.67553291697615
231	4.07	4.06798521362634	0.0020147863736618	0.00201478637366178	-4.19864883060885
232	3.7	3.69804771612725	0.00195228387275286	0.00195228387275287	-1.65782643051788
233	3.59	3.58806652216012	0.00193347783988351	0.00193347783988362	-0.498898066901457
234	3.44	3.43809204005032	0.00190795994967971	0.00190795994967979	-0.677068094006424
235	3.33	3.32811083232399	0.00188916767600609	0.00188916767600599	-0.498700558252229
236	2.98	2.97816991379835	0.0018300862016455	0.00183008620164555	-1.56813980807216
237	3.14	3.13814336185008	0.00185663814991986	0.00185663814991995	0.704859838114984
238	2.55	2.5482427000165	0.00175729998349606	0.00175729998349608	-2.63751790725219
239	2.49	2.48825306372122	0.00174693627877967	0.00174693627877969	-0.275211894916806
240	2.53	2.52824664542023	0.00175335457976811	0.00175335457976818	0.170468888765228
241	2.43	2.45089294184106	0.00189935755052361	-0.020892941841063	-0.356118839575708

\begin{tabular}{lllllllll}
\hline
Structural Time Series Model \tabularnewline
t & Observed & Level & Slope & Seasonal & Stand. Residuals \tabularnewline
1 & 8.64 & 8.64 & 0 & 0 & 0 \tabularnewline
2 & 8.89 & 8.87700000021189 & 0.0129999998624157 & 0.0129999997881105 & 0.634202370764815 \tabularnewline
3 & 8.87 & 8.85713147427327 & 0.012868525726729 & 0.012868525726729 & -0.146778493210497 \tabularnewline
4 & 8.81 & 8.79742063509886 & 0.0125793649011434 & 0.0125793649011434 & -0.324109616299562 \tabularnewline
5 & 8.87 & 8.8572332017526 & 0.0127667982474012 & 0.0127667982474012 & 0.210922407262399 \tabularnewline
6 & 9.06 & 9.04653543321971 & 0.0134645667802869 & 0.0134645667802869 & 0.788322330465329 \tabularnewline
7 & 9.12 & 9.10635294131899 & 0.0136470586810101 & 0.0136470586810101 & 0.206988335787199 \tabularnewline
8 & 8.66 & 8.64820312519997 & 0.0117968748000304 & 0.0117968748000304 & -2.10678537862003 \tabularnewline
9 & 8.17 & 8.16015564228351 & 0.00984435771648502 & 0.009844357716485 & -2.23201298353511 \tabularnewline
10 & 8.04 & 8.03069767469463 & 0.00930232530537299 & 0.00930232530537299 & -0.62203812080163 \tabularnewline
11 & 7.71 & 7.70200772232328 & 0.00799227767672446 & 0.00799227767672446 & -1.50925335612239 \tabularnewline
12 & 7.55 & 7.54265384648813 & 0.00734615351186833 & 0.00734615351186834 & -0.747253348487494 \tabularnewline
13 & 7.52 & 7.58467191436213 & 0.00587926481058589 & -0.0646719143621264 & 0.187054852248619 \tabularnewline
14 & 7.38 & 7.37923636203544 & 0.000763636091891385 & 0.000763637964558984 & -0.802813821459995 \tabularnewline
15 & 7.52 & 7.51898366623811 & 0.00101633376188431 & 0.00101633376188433 & 0.619974128889249 \tabularnewline
16 & 7.31 & 7.30936594222377 & 0.000634057776228004 & 0.000634057776228014 & -0.939588466572791 \tabularnewline
17 & 6.92 & 6.92007233295948 & -7.2332959480545e-05 & -7.23329594805862e-05 & -1.7393717873728 \tabularnewline
18 & 7.09 & 7.08976534317383 & 0.000234656826164505 & 0.000234656826164524 & 0.757280363913863 \tabularnewline
19 & 7.05 & 7.04983783805453 & 0.000162161945473827 & 0.000162161945473801 & -0.179152979620001 \tabularnewline
20 & 7.37 & 7.36926259011642 & 0.000737409883575687 & 0.000737409883575654 & 1.42414523236178 \tabularnewline
21 & 7.05 & 7.04983842032366 & 0.000161579676341574 & 0.000161579676341523 & -1.42815307501355 \tabularnewline
22 & 6.79 & 6.79030465973632 & -0.000304659736317063 & -0.000304659736317072 & -1.15842788325083 \tabularnewline
23 & 6.35 & 6.35109123462272 & -0.00109123462271963 & -0.00109123462271963 & -1.95784543157589 \tabularnewline
24 & 6.44 & 6.44092857169591 & -0.000928571695908611 & -0.000928571695908603 & 0.405605487704064 \tabularnewline
25 & 6.89 & 6.80164463921954 & -0.00803230582099358 & 0.0883553607804617 & 1.77736620332035 \tabularnewline
26 & 7.16 & 7.16230587983295 & -0.00230588276497577 & -0.00230587983294932 & 1.49361422163112 \tabularnewline
27 & 7.46 & 7.46195064653819 & -0.00195064653819044 & -0.00195064653819038 & 1.34650083811961 \tabularnewline
28 & 7.91 & 7.91142018799982 & -0.00142018799981628 & -0.00142018799981629 & 2.01303505631157 \tabularnewline
29 & 7.86 & 7.86147713971731 & -0.0014771397173112 & -0.00147713971731127 & -0.216379670421765 \tabularnewline
30 & 8.02 & 8.02128805640378 & -0.00128805640378216 & -0.00128805640378213 & 0.719236918475096 \tabularnewline
31 & 8.38 & 8.38086549724725 & -0.00086549724725221 & -0.000865497247252231 & 1.60921779375317 \tabularnewline
32 & 8.5 & 8.50072429922769 & -0.000724299227693796 & -0.000724299227693859 & 0.538348939040261 \tabularnewline
33 & 8.4 & 8.4008401401926 & -0.000840140192595908 & -0.000840140192595958 & -0.442185783949716 \tabularnewline
34 & 8.24 & 8.24102564120618 & -0.00102564120617836 & -0.00102564120617836 & -0.708917436463111 \tabularnewline
35 & 8.33 & 8.33091967421336 & -0.000919674213360113 & -0.000919674213360128 & 0.405439588365759 \tabularnewline
36 & 8.28 & 8.28097674436315 & -0.000976744363146053 & -0.000976744363146025 & -0.218610056508031 \tabularnewline
37 & 8.15 & 8.15661569801995 & 0.000601426979597479 & -0.00661569801994568 & -0.587300715765781 \tabularnewline
38 & 8.06 & 8.06050434669147 & -0.000504347966528446 & -0.000504346691468187 & -0.40264486266893 \tabularnewline
39 & 7.79 & 7.79073848854734 & -0.000738488547337953 & -0.00073848854733796 & -1.20054477426699 \tabularnewline
40 & 7.28 & 7.28118055586469 & -0.00118055586469158 & -0.00118055586469157 & -2.26865063109002 \tabularnewline
41 & 7.52 & 7.52097137930449 & -0.000971379304491154 & -0.000971379304491213 & 1.07440796940356 \tabularnewline
42 & 7.23 & 7.23122183740008 & -0.0012218374000747 & -0.00122183740007473 & -1.28756138380212 \tabularnewline
43 & 7.13 & 7.13130735962516 & -0.00130735962516408 & -0.00130735962516409 & -0.440035990802934 \tabularnewline
44 & 7.21 & 7.21123702453373 & -0.00123702453373396 & -0.00123702453373404 & 0.362207364668285 \tabularnewline
45 & 6.99 & 6.99142610231401 & -0.00142610231400939 & -0.00142610231400943 & -0.974543889301821 \tabularnewline
46 & 6.77 & 6.77161485353505 & -0.00161485353505449 & -0.00161485353505449 & -0.973701950516632 \tabularnewline
47 & 6.69 & 6.69168248524541 & -0.00168248524540804 & -0.00168248524540805 & -0.349189904517615 \tabularnewline
48 & 6.39 & 6.39193965553587 & -0.00193965553587493 & -0.0019396555358749 & -1.32894442334131 \tabularnewline
49 & 6.85 & 6.78722872612829 & -0.00570647976832235 & 0.0627712738717126 & 1.86037956894483 \tabularnewline
50 & 6.74 & 6.74602758309158 & -0.00602758667138005 & -0.00602758309158095 & -0.150030722898389 \tabularnewline
51 & 6.56 & 6.56614748503865 & -0.0061474850386479 & -0.00614748503864788 & -0.77507908261987 \tabularnewline
52 & 6.62 & 6.6261019289155 & -0.0061019289155039 & -0.00610192891550388 & 0.294699282277182 \tabularnewline
53 & 6.71 & 6.71603578855949 & -0.00603578855949051 & -0.00603578855949053 & 0.428151972473091 \tabularnewline
54 & 6.67 & 6.67605914771657 & -0.00605914771657254 & -0.00605914771657256 & -0.151316916630218 \tabularnewline
55 & 6.54 & 6.54614433044033 & -0.00614433044032907 & -0.00614433044032905 & -0.552179816699324 \tabularnewline
56 & 6.14 & 6.1464148357314 & -0.00641483573140042 & -0.0064148357314005 & -1.75470152722912 \tabularnewline
57 & 6.13 & 6.13641729637971 & -0.0064172963797052 & -0.00641729637970521 & -0.0159725889137514 \tabularnewline
58 & 5.86 & 5.86659808014274 & -0.00659808014273927 & -0.00659808014273929 & -1.17431136926997 \tabularnewline
59 & 5.88 & 5.8865798497915 & -0.00657984979150533 & -0.00657984979150532 & 0.118499563249062 \tabularnewline
60 & 5.75 & 5.75666438414829 & -0.00666438414829214 & -0.0066643841482921 & -0.549860638536177 \tabularnewline
61 & 5.53 & 5.47913978327927 & -0.00462365642415618 & 0.0508602167207306 & -1.25617478673929 \tabularnewline
62 & 5.86 & 5.86172571080558 & -0.00172571483160749 & -0.00172571080558066 & 1.65251946052289 \tabularnewline
63 & 5.9 & 5.90170188516139 & -0.00170188516139419 & -0.00170188516139416 & 0.185906734063406 \tabularnewline
64 & 5.95 & 5.95167237495004 & -0.001672374950038 & -0.00167237495003799 & 0.230355053501234 \tabularnewline
65 & 5.69 & 5.69181973812784 & -0.00181973812784203 & -0.00181973812784205 & -1.15096545119676 \tabularnewline
66 & 5.53 & 5.53190992072622 & -0.00190992072622486 & -0.00190992072622487 & -0.704764138420529 \tabularnewline
67 & 5.71 & 5.71180626833947 & -0.00180626833946632 & -0.00180626833946637 & 0.810490562281582 \tabularnewline
68 & 5.6 & 5.60186788208797 & -0.00186788208797488 & -0.00186788208797495 & -0.482051843539324 \tabularnewline
69 & 5.73 & 5.73179282921652 & -0.00179282921651966 & -0.00179282921651964 & 0.587530950231906 \tabularnewline
70 & 5.6 & 5.6018657570797 & -0.00186575707970088 & -0.00186575707970089 & -0.571220921156432 \tabularnewline
71 & 5.41 & 5.4119727123165 & -0.0019727123165002 & -0.00197271231650018 & -0.838223262173702 \tabularnewline
72 & 5.13 & 5.13213068238194 & -0.00213068238193744 & -0.00213068238193739 & -1.23873769122701 \tabularnewline
73 & 5 & 4.98643274675661 & -0.00123338701820769 & 0.0135672532433898 & -0.661467938762496 \tabularnewline
74 & 5.04 & 5.04087804533696 & -0.000878049313690393 & -0.000878045336959837 & 0.23921291166408 \tabularnewline
75 & 5.1 & 5.10084836715417 & -0.00084836715416588 & -0.000848367154165843 & 0.271250282660021 \tabularnewline
76 & 4.96 & 4.96091617984829 & -0.000916179848289956 & -0.00091617984828995 & -0.620008726544246 \tabularnewline
77 & 4.9 & 4.90094495911119 & -0.000944959111187391 & -0.000944959111187398 & -0.263255900720486 \tabularnewline
78 & 4.8 & 4.80099318455029 & -0.000993184550286437 & -0.000993184550286462 & -0.441353098642051 \tabularnewline
79 & 4.48 & 4.48114841902762 & -0.00114841902762191 & -0.00114841902762195 & -1.42137807333627 \tabularnewline
80 & 4.29 & 4.29124027291963 & -0.00124027291962731 & -0.00124027291962737 & -0.841453897191159 \tabularnewline
81 & 4.27 & 4.27124939286574 & -0.0012493928657452 & -0.00124939286574516 & -0.083586524655508 \tabularnewline
82 & 4.18 & 4.18129251755816 & -0.0012925175581598 & -0.0012925175581598 & -0.395440491018418 \tabularnewline
83 & 4.02 & 4.02136959745134 & -0.00136959745133919 & -0.00136959745133917 & -0.707143018178269 \tabularnewline
84 & 3.82 & 3.82146601998754 & -0.00146601998754475 & -0.0014660199875447 & -0.885025184476874 \tabularnewline
85 & 4.13 & 4.09756992000872 & -0.0029481895190427 & 0.0324300799912819 & 1.27286389075324 \tabularnewline
86 & 4.16 & 4.16257020864485 & -0.00257021339466259 & -0.00257020864484573 & 0.293358130560881 \tabularnewline
87 & 3.98 & 3.98264568339229 & -0.00264568339228658 & -0.00264568339228655 & -0.790586652361359 \tabularnewline
88 & 4.26 & 4.26252551089303 & -0.0025255108930256 & -0.00252551089302561 & 1.25940483557843 \tabularnewline
89 & 4.7 & 4.70233744222942 & -0.00233744222942023 & -0.00233744222942018 & 1.97179313679858 \tabularnewline
90 & 4.96 & 4.9622259989522 & -0.0022259989522044 & -0.00222599895220436 & 1.16891614628835 \tabularnewline
91 & 5.13 & 5.13215286688419 & -0.00215286688419065 & -0.00215286688419072 & 0.767400060929845 \tabularnewline
92 & 5.35 & 5.35205857448426 & -0.00205857448425674 & -0.00205857448425681 & 0.989862970686337 \tabularnewline
93 & 5.41 & 5.41203224500521 & -0.00203224500520537 & -0.00203224500520532 & 0.27651900824231 \tabularnewline
94 & 5.42 & 5.42202714227133 & -0.00202714227132673 & -0.00202714227132673 & 0.0536129742403396 \tabularnewline
95 & 5.51 & 5.5119881311846 & -0.00198813118459893 & -0.00198813118459891 & 0.410052259536673 \tabularnewline
96 & 5.75 & 5.75188559382827 & -0.00188559382826966 & -0.00188559382826961 & 1.07824481386462 \tabularnewline
97 & 5.67 & 5.6541717030434 & -0.00143893649379733 & 0.0158282969566032 & -0.437891478909977 \tabularnewline
98 & 5.46 & 5.46237735469022 & -0.00237735906071707 & -0.00237735469021949 & -0.824910366553765 \tabularnewline
99 & 5.56 & 5.56233874062235 & -0.00233874062235242 & -0.00233874062235242 & 0.456181171855739 \tabularnewline
100 & 5.56 & 5.56233785874417 & -0.00233785874417034 & -0.00233785874417033 & 0.0104211466264369 \tabularnewline
101 & 5.54 & 5.54234451616733 & -0.00234451616733101 & -0.00234451616733101 & -0.0787003804910829 \tabularnewline
102 & 5.53 & 5.53234740067557 & -0.00234740067557064 & -0.00234740067557063 & -0.0341119190786483 \tabularnewline
103 & 5.65 & 5.65230131878585 & -0.00230131878584749 & -0.00230131878584755 & 0.545165402841758 \tabularnewline
104 & 5.58 & 5.58232680775059 & -0.00232680775059239 & -0.00232680775059245 & -0.301657258184953 \tabularnewline
105 & 5.57 & 5.57232969566677 & -0.00232969566677076 & -0.00232969566677072 & -0.0341908329383946 \tabularnewline
106 & 5.36 & 5.36240782596488 & -0.00240782596488032 & -0.00240782596488033 & -0.925354266362761 \tabularnewline
107 & 5.23 & 5.23245581099356 & -0.00245581099355936 & -0.00245581099355934 & -0.568535647563394 \tabularnewline
108 & 5.11 & 5.11250000054426 & -0.0025000005442611 & -0.00250000054426105 & -0.523763050872396 \tabularnewline
109 & 5.07 & 5.04543689154252 & -0.00223301023447884 & 0.0245631084574788 & -0.294211369374226 \tabularnewline
110 & 5.04 & 5.04223728454626 & -0.00223728866744903 & -0.00223728454625696 & -0.00420115045758089 \tabularnewline
111 & 5.34 & 5.34213486993797 & -0.00213486993797016 & -0.00213486993797013 & 1.3467587205502 \tabularnewline
112 & 5.43 & 5.43210365893407 & -0.00210365893407188 & -0.00210365893407187 & 0.410549756292047 \tabularnewline
113 & 5.31 & 5.31214358320038 & -0.00214358320038545 & -0.00214358320038546 & -0.525342000288328 \tabularnewline
114 & 5.12 & 5.122207177122 & -0.00220717712199976 & -0.00220717712199978 & -0.837081715470301 \tabularnewline
115 & 4.97 & 4.97225719162103 & -0.00225719162102617 & -0.00225719162102623 & -0.658559760189842 \tabularnewline
116 & 5 & 5.002246279173 & -0.00224627917299996 & -0.00224627917300002 & 0.143736950016026 \tabularnewline
117 & 4.64 & 4.64236726455461 & -0.00236726455461253 & -0.0023672645546125 & -1.59413851754909 \tabularnewline
118 & 4.8 & 4.80231237365251 & -0.00231237365250983 & -0.00231237365250983 & 0.723503097656925 \tabularnewline
119 & 5.1 & 5.10221020656293 & -0.00221020656292815 & -0.00221020656292813 & 1.34709389787677 \tabularnewline
120 & 5.11 & 5.11220608149254 & -0.00220608149253747 & -0.00220608149253743 & 0.0544082780777462 \tabularnewline
121 & 5.12 & 5.09629341001872 & -0.00215514483820591 & 0.0237065899812854 & -0.0623224845527941 \tabularnewline
122 & 5.36 & 5.36108307394133 & -0.00108307735961736 & -0.00108307394133046 & 1.16300519182997 \tabularnewline
123 & 5.26 & 5.26111350401414 & -0.00111350401413993 & -0.0011135040141399 & -0.44077719833754 \tabularnewline
124 & 5.27 & 5.27111008657694 & -0.00111008657693713 & -0.00111008657693713 & 0.0495221590185494 \tabularnewline
125 & 5.1 & 5.10116200478791 & -0.00116200478791272 & -0.00116200478791271 & -0.752579342568935 \tabularnewline
126 & 4.94 & 4.94121081794725 & -0.00121081794725046 & -0.00121081794725048 & -0.707787678003148 \tabularnewline
127 & 4.68 & 4.68129032308495 & -0.00129032308495135 & -0.00129032308495139 & -1.15317372686706 \tabularnewline
128 & 4.41 & 4.41137285064012 & -0.00137285064012443 & -0.0013728506401245 & -1.19737985853495 \tabularnewline
129 & 4.6 & 4.60131409323114 & -0.00131409323114019 & -0.00131409323114016 & 0.852764255700989 \tabularnewline
130 & 4.53 & 4.53133517546493 & -0.00133517546492906 & -0.00133517546492907 & -0.306066867519346 \tabularnewline
131 & 4.18 & 4.18144216069964 & -0.00144216069964108 & -0.00144216069964106 & -1.5536630541336 \tabularnewline
132 & 4 & 4.00149693305168 & -0.00149693305168361 & -0.00149693305168356 & -0.795660220031195 \tabularnewline
133 & 3.87 & 3.85877550862453 & -0.00102040867066292 & 0.0112244913754734 & -0.640972132495375 \tabularnewline
134 & 4.09 & 4.09016619355156 & -0.000166197720041652 & -0.000166193551556635 & 1.0145510390305 \tabularnewline
135 & 4.13 & 4.13015488646659 & -0.000154886466591239 & -0.0001548864665912 & 0.17898430506074 \tabularnewline
136 & 3.74 & 3.74026464017725 & -0.000264640177245889 & -0.000264640177245883 & -1.73718590094348 \tabularnewline
137 & 3.81 & 3.81024486402971 & -0.000244864029709207 & -0.000244864029709157 & 0.313105751106628 \tabularnewline
138 & 4.11 & 4.11016038318689 & -0.000160383186889868 & -0.000160383186889812 & 1.33791900384385 \tabularnewline
139 & 4.14 & 4.14015189925205 & -0.000151899252053383 & -0.000151899252053455 & 0.134397474397151 \tabularnewline
140 & 3.99 & 3.99019403877015 & -0.000194038770152855 & -0.000194038770152907 & -0.66773710916441 \tabularnewline
141 & 4.28 & 4.28011245482628 & -0.000112454826278936 & -0.000112454826278886 & 1.29313174634785 \tabularnewline
142 & 4.37 & 4.37008712810615 & -8.71281061494568e-05 & -8.71281061494463e-05 & 0.401549532774853 \tabularnewline
143 & 4.24 & 4.24012363074568 & -0.000123630745677793 & -0.000123630745677763 & -0.578903939209886 \tabularnewline
144 & 4.19 & 4.19013764096415 & -0.000137640964152566 & -0.000137640964152511 & -0.222253787124121 \tabularnewline
145 & 4.01 & 4.01445259290344 & 0.00040478082782889 & -0.00445259290344002 & -0.795550352276995 \tabularnewline
146 & 3.95 & 3.94981558114648 & 0.000184415105332671 & 0.000184418853519888 & -0.284399821876786 \tabularnewline
147 & 4.3 & 4.29972474715325 & 0.000275252846748647 & 0.000275252846748751 & 1.55882767262665 \tabularnewline
148 & 4.37 & 4.36970664622908 & 0.000293353770921785 & 0.000293353770921789 & 0.310703332587728 \tabularnewline
149 & 4.4 & 4.39969893622346 & 0.000301063776544637 & 0.000301063776544655 & 0.132377020659803 \tabularnewline
150 & 4.29 & 4.28972755612069 & 0.00027244387930686 & 0.0002724438793069 & -0.491517170182146 \tabularnewline
151 & 4.12 & 4.11977172537491 & 0.000228274625086392 & 0.000228274625086322 & -0.758758163587454 \tabularnewline
152 & 4.07 & 4.06978475138213 & 0.000215248617874567 & 0.000215248617874542 & -0.223824324292672 \tabularnewline
153 & 3.93 & 3.92982110483669 & 0.000178895163311929 & 0.000178895163311967 & -0.624819079831695 \tabularnewline
154 & 3.79 & 3.7898574394455 & 0.000142560554504191 & 0.000142560554504204 & -0.624657104665259 \tabularnewline
155 & 3.67 & 3.66988857253244 & 0.000111427467563475 & 0.000111427467563507 & -0.535372364411069 \tabularnewline
156 & 3.53 & 3.52992487083634 & 7.51291636622029e-05 & 7.51291636622545e-05 & -0.624356500949028 \tabularnewline
157 & 3.69 & 3.68593820531164 & -0.000369254347613014 & 0.00406179468836445 & 0.70578156690478 \tabularnewline
158 & 3.69 & 3.69035421412388 & -0.000354217263026765 & -0.000354214123876589 & 0.0209534618739915 \tabularnewline
159 & 3.48 & 3.48040472223401 & -0.000404722234007983 & -0.000404722234007899 & -0.934219973677081 \tabularnewline
160 & 3.31 & 3.31044556888883 & -0.000445568888830879 & -0.00044556888883087 & -0.755747628721175 \tabularnewline
161 & 3.16 & 3.16048158007599 & -0.000481580075986263 & -0.000481580075986239 & -0.666441963738719 \tabularnewline
162 & 3.25 & 3.25045979827586 & -0.000459798275864746 & -0.000459798275864671 & 0.40320252103603 \tabularnewline
163 & 3.14 & 3.14048616174712 & -0.00048616174711891 & -0.000486161747118982 & -0.488131249837275 \tabularnewline
164 & 3.19 & 3.19047401396762 & -0.000474013967624503 & -0.00047401396762455 & 0.224975612231443 \tabularnewline
165 & 3.43 & 3.43041616598572 & -0.000416165985717824 & -0.000416165985717763 & 1.07159641794948 \tabularnewline
166 & 3.45 & 3.45041125589193 & -0.000411255891932438 & -0.000411255891932417 & 0.0909781918245874 \tabularnewline
167 & 3.31 & 3.31044481895307 & -0.000444818953070178 & -0.000444818953070146 & -0.622033143449836 \tabularnewline
168 & 3.51 & 3.51039663509299 & -0.000396635092986042 & -0.000396635092985993 & 0.893219042999738 \tabularnewline
169 & 3.53 & 3.52519504644489 & -0.000436814304680433 & 0.00480495355510552 & 0.0686978782483616 \tabularnewline
170 & 3.83 & 3.82954381669406 & 0.000456179260698184 & 0.000456183305941232 & 1.33620458202168 \tabularnewline
171 & 4.02 & 4.01950123611412 & 0.000498763885876926 & 0.000498763885877037 & 0.844648841903941 \tabularnewline
172 & 3.99 & 3.98950808669144 & 0.000491913308564801 & 0.000491913308564809 & -0.135909182584712 \tabularnewline
173 & 4.11 & 4.10948124902887 & 0.000518750971129888 & 0.000518750971129908 & 0.532554264986303 \tabularnewline
174 & 3.96 & 3.95951504309759 & 0.000484956902408025 & 0.000484956902408097 & -0.670744608423874 \tabularnewline
175 & 3.83 & 3.82954433265626 & 0.000455667343738909 & 0.000455667343738857 & -0.581469637264041 \tabularnewline
176 & 3.71 & 3.70957136490317 & 0.000428635096828271 & 0.000428635096828255 & -0.536776932943138 \tabularnewline
177 & 3.81 & 3.80954902445321 & 0.000450975546788612 & 0.000450975546788673 & 0.443711901533458 \tabularnewline
178 & 3.73 & 3.72956707088483 & 0.000432929115168351 & 0.000432929115168372 & -0.358507250285254 \tabularnewline
179 & 3.99 & 3.98950885892599 & 0.000491141074011984 & 0.000491141074012019 & 1.15668801473506 \tabularnewline
180 & 4.17 & 4.1694686102946 & 0.000531389705398779 & 0.000531389705398827 & 0.799931016566074 \tabularnewline
181 & 4 & 4.01018118193996 & 0.000925561702346513 & -0.0101811819399614 & -0.721864982064053 \tabularnewline
182 & 4.1 & 4.09883368133792 & 0.00116631537412745 & 0.00116631866207828 & 0.385009884312154 \tabularnewline
183 & 4.24 & 4.2388044625771 & 0.00119553742289508 & 0.00119553742289521 & 0.618677742905386 \tabularnewline
184 & 4.45 & 4.44876052223446 & 0.00123947776553895 & 0.00123947776553895 & 0.930485090772026 \tabularnewline
185 & 4.62 & 4.61872501612061 & 0.00127498387939029 & 0.00127498387939034 & 0.752039259070068 \tabularnewline
186 & 4.49 & 4.48875262971181 & 0.00124737028818756 & 0.00124737028818763 & -0.584994301326952 \tabularnewline
187 & 4.45 & 4.44876130423953 & 0.00123869576046863 & 0.00123869576046858 & -0.183808646431124 \tabularnewline
188 & 4.49 & 4.48875315425789 & 0.00124684574211491 & 0.0012468457421149 & 0.172730115252198 \tabularnewline
189 & 4.36 & 4.35878074451948 & 0.00121925548051805 & 0.0012192554805181 & -0.584868949521164 \tabularnewline
190 & 4.32 & 4.31878940766881 & 0.00121059233119396 & 0.00121059233119397 & -0.183683371964456 \tabularnewline
191 & 4.45 & 4.44876234537929 & 0.00123765462070736 & 0.00123765462070739 & 0.573918012846551 \tabularnewline
192 & 4.13 & 4.12882983229626 & 0.00117016770374121 & 0.00117016770374127 & -1.4315158660851 \tabularnewline
193 & 4.14 & 4.15230485448184 & 0.00111862286864686 & -0.0123048544818399 & 0.100662025557721 \tabularnewline
194 & 4.3 & 4.29850692802519 & 0.00149306892287106 & 0.00149307197481019 & 0.637325597815376 \tabularnewline
195 & 4.42 & 4.41848346895594 & 0.00151653104405695 & 0.00151653104405708 & 0.528099930276699 \tabularnewline
196 & 4.67 & 4.66843428377656 & 0.00156571622344196 & 0.00156571622344196 & 1.10731162183349 \tabularnewline
197 & 4.96 & 4.95837720197361 & 0.00162279802638528 & 0.00162279802638537 & 1.28534361726311 \tabularnewline
198 & 4.73 & 4.7284230315841 & 0.00157696841589567 & 0.00157696841589572 & -1.03217581137655 \tabularnewline
199 & 4.52 & 4.51846488658256 & 0.00153511341744386 & 0.00153511341744383 & -0.942846020249059 \tabularnewline
200 & 4.36 & 4.35849683578165 & 0.00150316421834657 & 0.00150316421834657 & -0.719845562286667 \tabularnewline
201 & 4.15 & 4.14853865963234 & 0.00146134036765644 & 0.00146134036765648 & -0.942517165024254 \tabularnewline
202 & 3.92 & 3.91858442107831 & 0.00141557892169433 & 0.00141557892169432 & -1.0314563917169 \tabularnewline
203 & 3.88 & 3.8785926075951 & 0.00140739240490081 & 0.00140739240490086 & -0.184559392780102 \tabularnewline
204 & 4.2 & 4.19852964461468 & 0.0014703553853242 & 0.00147035538532424 & 1.4197377142034 \tabularnewline
205 & 3.95 & 3.97163481861951 & 0.00196680146511254 & -0.0216348186195147 & -1.02985663031511 \tabularnewline
206 & 3.78 & 3.77850840917378 & 0.00149158849509364 & 0.00149159082621998 & -0.857716934175309 \tabularnewline
207 & 3.69 & 3.68852550957659 & 0.00147449042341338 & 0.00147449042341348 & -0.407714272845185 \tabularnewline
208 & 3.77 & 3.76851083739261 & 0.00148916260738505 & 0.00148916260738506 & 0.349933507478663 \tabularnewline
209 & 3.66 & 3.65853166481455 & 0.00146833518544694 & 0.00146833518544706 & -0.496829560335739 \tabularnewline
210 & 3.53 & 3.5285562199821 & 0.00144378001789929 & 0.00144378001789936 & -0.585862829896858 \tabularnewline
211 & 3.5 & 3.49856209183787 & 0.00143790816213128 & 0.00143790816213122 & -0.140123036009241 \tabularnewline
212 & 3.14 & 3.13862957466007 & 0.00137042533992569 & 0.00137042533992568 & -1.61067714742776 \tabularnewline
213 & 3.42 & 3.41857756240654 & 0.00142243759345476 & 0.00142243759345484 & 1.24165807235503 \tabularnewline
214 & 3.3 & 3.29860022430781 & 0.00139977569218538 & 0.00139977569218537 & -0.541095296914101 \tabularnewline
215 & 2.81 & 2.80869192050014 & 0.00130807949985764 & 0.00130807949985767 & -2.18982683458338 \tabularnewline
216 & 3.15 & 3.14862873169371 & 0.00137126830629401 & 0.00137126830629402 & 1.50931421984427 \tabularnewline
217 & 3.37 & 3.37989417877394 & 0.000899470518322732 & -0.00989417877393983 & 1.03607411649777 \tabularnewline
218 & 4.05 & 4.04756282864958 & 0.00243716767815183 & 0.00243717135042245 & 2.93357334341147 \tabularnewline
219 & 4 & 3.99757211161433 & 0.00242788838567316 & 0.00242788838567324 & -0.233677075264251 \tabularnewline
220 & 4.2 & 4.19753715546396 & 0.00246284453603857 & 0.00246284453603857 & 0.880445670042965 \tabularnewline
221 & 4.21 & 4.20753582216175 & 0.00246417783824636 & 0.00246417783824648 & 0.0335880197985929 \tabularnewline
222 & 4.24 & 4.23753095201157 & 0.00246904798843433 & 0.00246904798843442 & 0.122708594619373 \tabularnewline
223 & 4.24 & 4.23753138862494 & 0.00246861137506279 & 0.0024686113750627 & -0.0110028824150425 \tabularnewline
224 & 4.17 & 4.16754420132469 & 0.0024557986753114 & 0.00245579867531143 & -0.322943752386872 \tabularnewline
225 & 4.12 & 4.11755347405087 & 0.00244652594913052 & 0.00244652594913059 & -0.233760139762475 \tabularnewline
226 & 4.35 & 4.34751325603534 & 0.00248674396466003 & 0.00248674396466004 & 1.01405247983958 \tabularnewline
227 & 3.98 & 3.97757907806018 & 0.00242092193981701 & 0.00242092193981703 & -1.65992241559801 \tabularnewline
228 & 3.62 & 3.61764311004145 & 0.00235688995854695 & 0.002356889958547 & -1.61506585495941 \tabularnewline
229 & 4.39 & 4.39926656104892 & 0.00084241419946412 & -0.00926656104891883 & 3.50989927314916 \tabularnewline
230 & 5.01 & 5.00782688603018 & 0.00217310855881089 & 0.0021731139698203 & 2.67553291697615 \tabularnewline
231 & 4.07 & 4.06798521362634 & 0.0020147863736618 & 0.00201478637366178 & -4.19864883060885 \tabularnewline
232 & 3.7 & 3.69804771612725 & 0.00195228387275286 & 0.00195228387275287 & -1.65782643051788 \tabularnewline
233 & 3.59 & 3.58806652216012 & 0.00193347783988351 & 0.00193347783988362 & -0.498898066901457 \tabularnewline
234 & 3.44 & 3.43809204005032 & 0.00190795994967971 & 0.00190795994967979 & -0.677068094006424 \tabularnewline
235 & 3.33 & 3.32811083232399 & 0.00188916767600609 & 0.00188916767600599 & -0.498700558252229 \tabularnewline
236 & 2.98 & 2.97816991379835 & 0.0018300862016455 & 0.00183008620164555 & -1.56813980807216 \tabularnewline
237 & 3.14 & 3.13814336185008 & 0.00185663814991986 & 0.00185663814991995 & 0.704859838114984 \tabularnewline
238 & 2.55 & 2.5482427000165 & 0.00175729998349606 & 0.00175729998349608 & -2.63751790725219 \tabularnewline
239 & 2.49 & 2.48825306372122 & 0.00174693627877967 & 0.00174693627877969 & -0.275211894916806 \tabularnewline
240 & 2.53 & 2.52824664542023 & 0.00175335457976811 & 0.00175335457976818 & 0.170468888765228 \tabularnewline
241 & 2.43 & 2.45089294184106 & 0.00189935755052361 & -0.020892941841063 & -0.356118839575708 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191809&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]8.64[/C][C]8.64[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]8.89[/C][C]8.87700000021189[/C][C]0.0129999998624157[/C][C]0.0129999997881105[/C][C]0.634202370764815[/C][/ROW]
[ROW][C]3[/C][C]8.87[/C][C]8.85713147427327[/C][C]0.012868525726729[/C][C]0.012868525726729[/C][C]-0.146778493210497[/C][/ROW]
[ROW][C]4[/C][C]8.81[/C][C]8.79742063509886[/C][C]0.0125793649011434[/C][C]0.0125793649011434[/C][C]-0.324109616299562[/C][/ROW]
[ROW][C]5[/C][C]8.87[/C][C]8.8572332017526[/C][C]0.0127667982474012[/C][C]0.0127667982474012[/C][C]0.210922407262399[/C][/ROW]
[ROW][C]6[/C][C]9.06[/C][C]9.04653543321971[/C][C]0.0134645667802869[/C][C]0.0134645667802869[/C][C]0.788322330465329[/C][/ROW]
[ROW][C]7[/C][C]9.12[/C][C]9.10635294131899[/C][C]0.0136470586810101[/C][C]0.0136470586810101[/C][C]0.206988335787199[/C][/ROW]
[ROW][C]8[/C][C]8.66[/C][C]8.64820312519997[/C][C]0.0117968748000304[/C][C]0.0117968748000304[/C][C]-2.10678537862003[/C][/ROW]
[ROW][C]9[/C][C]8.17[/C][C]8.16015564228351[/C][C]0.00984435771648502[/C][C]0.009844357716485[/C][C]-2.23201298353511[/C][/ROW]
[ROW][C]10[/C][C]8.04[/C][C]8.03069767469463[/C][C]0.00930232530537299[/C][C]0.00930232530537299[/C][C]-0.62203812080163[/C][/ROW]
[ROW][C]11[/C][C]7.71[/C][C]7.70200772232328[/C][C]0.00799227767672446[/C][C]0.00799227767672446[/C][C]-1.50925335612239[/C][/ROW]
[ROW][C]12[/C][C]7.55[/C][C]7.54265384648813[/C][C]0.00734615351186833[/C][C]0.00734615351186834[/C][C]-0.747253348487494[/C][/ROW]
[ROW][C]13[/C][C]7.52[/C][C]7.58467191436213[/C][C]0.00587926481058589[/C][C]-0.0646719143621264[/C][C]0.187054852248619[/C][/ROW]
[ROW][C]14[/C][C]7.38[/C][C]7.37923636203544[/C][C]0.000763636091891385[/C][C]0.000763637964558984[/C][C]-0.802813821459995[/C][/ROW]
[ROW][C]15[/C][C]7.52[/C][C]7.51898366623811[/C][C]0.00101633376188431[/C][C]0.00101633376188433[/C][C]0.619974128889249[/C][/ROW]
[ROW][C]16[/C][C]7.31[/C][C]7.30936594222377[/C][C]0.000634057776228004[/C][C]0.000634057776228014[/C][C]-0.939588466572791[/C][/ROW]
[ROW][C]17[/C][C]6.92[/C][C]6.92007233295948[/C][C]-7.2332959480545e-05[/C][C]-7.23329594805862e-05[/C][C]-1.7393717873728[/C][/ROW]
[ROW][C]18[/C][C]7.09[/C][C]7.08976534317383[/C][C]0.000234656826164505[/C][C]0.000234656826164524[/C][C]0.757280363913863[/C][/ROW]
[ROW][C]19[/C][C]7.05[/C][C]7.04983783805453[/C][C]0.000162161945473827[/C][C]0.000162161945473801[/C][C]-0.179152979620001[/C][/ROW]
[ROW][C]20[/C][C]7.37[/C][C]7.36926259011642[/C][C]0.000737409883575687[/C][C]0.000737409883575654[/C][C]1.42414523236178[/C][/ROW]
[ROW][C]21[/C][C]7.05[/C][C]7.04983842032366[/C][C]0.000161579676341574[/C][C]0.000161579676341523[/C][C]-1.42815307501355[/C][/ROW]
[ROW][C]22[/C][C]6.79[/C][C]6.79030465973632[/C][C]-0.000304659736317063[/C][C]-0.000304659736317072[/C][C]-1.15842788325083[/C][/ROW]
[ROW][C]23[/C][C]6.35[/C][C]6.35109123462272[/C][C]-0.00109123462271963[/C][C]-0.00109123462271963[/C][C]-1.95784543157589[/C][/ROW]
[ROW][C]24[/C][C]6.44[/C][C]6.44092857169591[/C][C]-0.000928571695908611[/C][C]-0.000928571695908603[/C][C]0.405605487704064[/C][/ROW]
[ROW][C]25[/C][C]6.89[/C][C]6.80164463921954[/C][C]-0.00803230582099358[/C][C]0.0883553607804617[/C][C]1.77736620332035[/C][/ROW]
[ROW][C]26[/C][C]7.16[/C][C]7.16230587983295[/C][C]-0.00230588276497577[/C][C]-0.00230587983294932[/C][C]1.49361422163112[/C][/ROW]
[ROW][C]27[/C][C]7.46[/C][C]7.46195064653819[/C][C]-0.00195064653819044[/C][C]-0.00195064653819038[/C][C]1.34650083811961[/C][/ROW]
[ROW][C]28[/C][C]7.91[/C][C]7.91142018799982[/C][C]-0.00142018799981628[/C][C]-0.00142018799981629[/C][C]2.01303505631157[/C][/ROW]
[ROW][C]29[/C][C]7.86[/C][C]7.86147713971731[/C][C]-0.0014771397173112[/C][C]-0.00147713971731127[/C][C]-0.216379670421765[/C][/ROW]
[ROW][C]30[/C][C]8.02[/C][C]8.02128805640378[/C][C]-0.00128805640378216[/C][C]-0.00128805640378213[/C][C]0.719236918475096[/C][/ROW]
[ROW][C]31[/C][C]8.38[/C][C]8.38086549724725[/C][C]-0.00086549724725221[/C][C]-0.000865497247252231[/C][C]1.60921779375317[/C][/ROW]
[ROW][C]32[/C][C]8.5[/C][C]8.50072429922769[/C][C]-0.000724299227693796[/C][C]-0.000724299227693859[/C][C]0.538348939040261[/C][/ROW]
[ROW][C]33[/C][C]8.4[/C][C]8.4008401401926[/C][C]-0.000840140192595908[/C][C]-0.000840140192595958[/C][C]-0.442185783949716[/C][/ROW]
[ROW][C]34[/C][C]8.24[/C][C]8.24102564120618[/C][C]-0.00102564120617836[/C][C]-0.00102564120617836[/C][C]-0.708917436463111[/C][/ROW]
[ROW][C]35[/C][C]8.33[/C][C]8.33091967421336[/C][C]-0.000919674213360113[/C][C]-0.000919674213360128[/C][C]0.405439588365759[/C][/ROW]
[ROW][C]36[/C][C]8.28[/C][C]8.28097674436315[/C][C]-0.000976744363146053[/C][C]-0.000976744363146025[/C][C]-0.218610056508031[/C][/ROW]
[ROW][C]37[/C][C]8.15[/C][C]8.15661569801995[/C][C]0.000601426979597479[/C][C]-0.00661569801994568[/C][C]-0.587300715765781[/C][/ROW]
[ROW][C]38[/C][C]8.06[/C][C]8.06050434669147[/C][C]-0.000504347966528446[/C][C]-0.000504346691468187[/C][C]-0.40264486266893[/C][/ROW]
[ROW][C]39[/C][C]7.79[/C][C]7.79073848854734[/C][C]-0.000738488547337953[/C][C]-0.00073848854733796[/C][C]-1.20054477426699[/C][/ROW]
[ROW][C]40[/C][C]7.28[/C][C]7.28118055586469[/C][C]-0.00118055586469158[/C][C]-0.00118055586469157[/C][C]-2.26865063109002[/C][/ROW]
[ROW][C]41[/C][C]7.52[/C][C]7.52097137930449[/C][C]-0.000971379304491154[/C][C]-0.000971379304491213[/C][C]1.07440796940356[/C][/ROW]
[ROW][C]42[/C][C]7.23[/C][C]7.23122183740008[/C][C]-0.0012218374000747[/C][C]-0.00122183740007473[/C][C]-1.28756138380212[/C][/ROW]
[ROW][C]43[/C][C]7.13[/C][C]7.13130735962516[/C][C]-0.00130735962516408[/C][C]-0.00130735962516409[/C][C]-0.440035990802934[/C][/ROW]
[ROW][C]44[/C][C]7.21[/C][C]7.21123702453373[/C][C]-0.00123702453373396[/C][C]-0.00123702453373404[/C][C]0.362207364668285[/C][/ROW]
[ROW][C]45[/C][C]6.99[/C][C]6.99142610231401[/C][C]-0.00142610231400939[/C][C]-0.00142610231400943[/C][C]-0.974543889301821[/C][/ROW]
[ROW][C]46[/C][C]6.77[/C][C]6.77161485353505[/C][C]-0.00161485353505449[/C][C]-0.00161485353505449[/C][C]-0.973701950516632[/C][/ROW]
[ROW][C]47[/C][C]6.69[/C][C]6.69168248524541[/C][C]-0.00168248524540804[/C][C]-0.00168248524540805[/C][C]-0.349189904517615[/C][/ROW]
[ROW][C]48[/C][C]6.39[/C][C]6.39193965553587[/C][C]-0.00193965553587493[/C][C]-0.0019396555358749[/C][C]-1.32894442334131[/C][/ROW]
[ROW][C]49[/C][C]6.85[/C][C]6.78722872612829[/C][C]-0.00570647976832235[/C][C]0.0627712738717126[/C][C]1.86037956894483[/C][/ROW]
[ROW][C]50[/C][C]6.74[/C][C]6.74602758309158[/C][C]-0.00602758667138005[/C][C]-0.00602758309158095[/C][C]-0.150030722898389[/C][/ROW]
[ROW][C]51[/C][C]6.56[/C][C]6.56614748503865[/C][C]-0.0061474850386479[/C][C]-0.00614748503864788[/C][C]-0.77507908261987[/C][/ROW]
[ROW][C]52[/C][C]6.62[/C][C]6.6261019289155[/C][C]-0.0061019289155039[/C][C]-0.00610192891550388[/C][C]0.294699282277182[/C][/ROW]
[ROW][C]53[/C][C]6.71[/C][C]6.71603578855949[/C][C]-0.00603578855949051[/C][C]-0.00603578855949053[/C][C]0.428151972473091[/C][/ROW]
[ROW][C]54[/C][C]6.67[/C][C]6.67605914771657[/C][C]-0.00605914771657254[/C][C]-0.00605914771657256[/C][C]-0.151316916630218[/C][/ROW]
[ROW][C]55[/C][C]6.54[/C][C]6.54614433044033[/C][C]-0.00614433044032907[/C][C]-0.00614433044032905[/C][C]-0.552179816699324[/C][/ROW]
[ROW][C]56[/C][C]6.14[/C][C]6.1464148357314[/C][C]-0.00641483573140042[/C][C]-0.0064148357314005[/C][C]-1.75470152722912[/C][/ROW]
[ROW][C]57[/C][C]6.13[/C][C]6.13641729637971[/C][C]-0.0064172963797052[/C][C]-0.00641729637970521[/C][C]-0.0159725889137514[/C][/ROW]
[ROW][C]58[/C][C]5.86[/C][C]5.86659808014274[/C][C]-0.00659808014273927[/C][C]-0.00659808014273929[/C][C]-1.17431136926997[/C][/ROW]
[ROW][C]59[/C][C]5.88[/C][C]5.8865798497915[/C][C]-0.00657984979150533[/C][C]-0.00657984979150532[/C][C]0.118499563249062[/C][/ROW]
[ROW][C]60[/C][C]5.75[/C][C]5.75666438414829[/C][C]-0.00666438414829214[/C][C]-0.0066643841482921[/C][C]-0.549860638536177[/C][/ROW]
[ROW][C]61[/C][C]5.53[/C][C]5.47913978327927[/C][C]-0.00462365642415618[/C][C]0.0508602167207306[/C][C]-1.25617478673929[/C][/ROW]
[ROW][C]62[/C][C]5.86[/C][C]5.86172571080558[/C][C]-0.00172571483160749[/C][C]-0.00172571080558066[/C][C]1.65251946052289[/C][/ROW]
[ROW][C]63[/C][C]5.9[/C][C]5.90170188516139[/C][C]-0.00170188516139419[/C][C]-0.00170188516139416[/C][C]0.185906734063406[/C][/ROW]
[ROW][C]64[/C][C]5.95[/C][C]5.95167237495004[/C][C]-0.001672374950038[/C][C]-0.00167237495003799[/C][C]0.230355053501234[/C][/ROW]
[ROW][C]65[/C][C]5.69[/C][C]5.69181973812784[/C][C]-0.00181973812784203[/C][C]-0.00181973812784205[/C][C]-1.15096545119676[/C][/ROW]
[ROW][C]66[/C][C]5.53[/C][C]5.53190992072622[/C][C]-0.00190992072622486[/C][C]-0.00190992072622487[/C][C]-0.704764138420529[/C][/ROW]
[ROW][C]67[/C][C]5.71[/C][C]5.71180626833947[/C][C]-0.00180626833946632[/C][C]-0.00180626833946637[/C][C]0.810490562281582[/C][/ROW]
[ROW][C]68[/C][C]5.6[/C][C]5.60186788208797[/C][C]-0.00186788208797488[/C][C]-0.00186788208797495[/C][C]-0.482051843539324[/C][/ROW]
[ROW][C]69[/C][C]5.73[/C][C]5.73179282921652[/C][C]-0.00179282921651966[/C][C]-0.00179282921651964[/C][C]0.587530950231906[/C][/ROW]
[ROW][C]70[/C][C]5.6[/C][C]5.6018657570797[/C][C]-0.00186575707970088[/C][C]-0.00186575707970089[/C][C]-0.571220921156432[/C][/ROW]
[ROW][C]71[/C][C]5.41[/C][C]5.4119727123165[/C][C]-0.0019727123165002[/C][C]-0.00197271231650018[/C][C]-0.838223262173702[/C][/ROW]
[ROW][C]72[/C][C]5.13[/C][C]5.13213068238194[/C][C]-0.00213068238193744[/C][C]-0.00213068238193739[/C][C]-1.23873769122701[/C][/ROW]
[ROW][C]73[/C][C]5[/C][C]4.98643274675661[/C][C]-0.00123338701820769[/C][C]0.0135672532433898[/C][C]-0.661467938762496[/C][/ROW]
[ROW][C]74[/C][C]5.04[/C][C]5.04087804533696[/C][C]-0.000878049313690393[/C][C]-0.000878045336959837[/C][C]0.23921291166408[/C][/ROW]
[ROW][C]75[/C][C]5.1[/C][C]5.10084836715417[/C][C]-0.00084836715416588[/C][C]-0.000848367154165843[/C][C]0.271250282660021[/C][/ROW]
[ROW][C]76[/C][C]4.96[/C][C]4.96091617984829[/C][C]-0.000916179848289956[/C][C]-0.00091617984828995[/C][C]-0.620008726544246[/C][/ROW]
[ROW][C]77[/C][C]4.9[/C][C]4.90094495911119[/C][C]-0.000944959111187391[/C][C]-0.000944959111187398[/C][C]-0.263255900720486[/C][/ROW]
[ROW][C]78[/C][C]4.8[/C][C]4.80099318455029[/C][C]-0.000993184550286437[/C][C]-0.000993184550286462[/C][C]-0.441353098642051[/C][/ROW]
[ROW][C]79[/C][C]4.48[/C][C]4.48114841902762[/C][C]-0.00114841902762191[/C][C]-0.00114841902762195[/C][C]-1.42137807333627[/C][/ROW]
[ROW][C]80[/C][C]4.29[/C][C]4.29124027291963[/C][C]-0.00124027291962731[/C][C]-0.00124027291962737[/C][C]-0.841453897191159[/C][/ROW]
[ROW][C]81[/C][C]4.27[/C][C]4.27124939286574[/C][C]-0.0012493928657452[/C][C]-0.00124939286574516[/C][C]-0.083586524655508[/C][/ROW]
[ROW][C]82[/C][C]4.18[/C][C]4.18129251755816[/C][C]-0.0012925175581598[/C][C]-0.0012925175581598[/C][C]-0.395440491018418[/C][/ROW]
[ROW][C]83[/C][C]4.02[/C][C]4.02136959745134[/C][C]-0.00136959745133919[/C][C]-0.00136959745133917[/C][C]-0.707143018178269[/C][/ROW]
[ROW][C]84[/C][C]3.82[/C][C]3.82146601998754[/C][C]-0.00146601998754475[/C][C]-0.0014660199875447[/C][C]-0.885025184476874[/C][/ROW]
[ROW][C]85[/C][C]4.13[/C][C]4.09756992000872[/C][C]-0.0029481895190427[/C][C]0.0324300799912819[/C][C]1.27286389075324[/C][/ROW]
[ROW][C]86[/C][C]4.16[/C][C]4.16257020864485[/C][C]-0.00257021339466259[/C][C]-0.00257020864484573[/C][C]0.293358130560881[/C][/ROW]
[ROW][C]87[/C][C]3.98[/C][C]3.98264568339229[/C][C]-0.00264568339228658[/C][C]-0.00264568339228655[/C][C]-0.790586652361359[/C][/ROW]
[ROW][C]88[/C][C]4.26[/C][C]4.26252551089303[/C][C]-0.0025255108930256[/C][C]-0.00252551089302561[/C][C]1.25940483557843[/C][/ROW]
[ROW][C]89[/C][C]4.7[/C][C]4.70233744222942[/C][C]-0.00233744222942023[/C][C]-0.00233744222942018[/C][C]1.97179313679858[/C][/ROW]
[ROW][C]90[/C][C]4.96[/C][C]4.9622259989522[/C][C]-0.0022259989522044[/C][C]-0.00222599895220436[/C][C]1.16891614628835[/C][/ROW]
[ROW][C]91[/C][C]5.13[/C][C]5.13215286688419[/C][C]-0.00215286688419065[/C][C]-0.00215286688419072[/C][C]0.767400060929845[/C][/ROW]
[ROW][C]92[/C][C]5.35[/C][C]5.35205857448426[/C][C]-0.00205857448425674[/C][C]-0.00205857448425681[/C][C]0.989862970686337[/C][/ROW]
[ROW][C]93[/C][C]5.41[/C][C]5.41203224500521[/C][C]-0.00203224500520537[/C][C]-0.00203224500520532[/C][C]0.27651900824231[/C][/ROW]
[ROW][C]94[/C][C]5.42[/C][C]5.42202714227133[/C][C]-0.00202714227132673[/C][C]-0.00202714227132673[/C][C]0.0536129742403396[/C][/ROW]
[ROW][C]95[/C][C]5.51[/C][C]5.5119881311846[/C][C]-0.00198813118459893[/C][C]-0.00198813118459891[/C][C]0.410052259536673[/C][/ROW]
[ROW][C]96[/C][C]5.75[/C][C]5.75188559382827[/C][C]-0.00188559382826966[/C][C]-0.00188559382826961[/C][C]1.07824481386462[/C][/ROW]
[ROW][C]97[/C][C]5.67[/C][C]5.6541717030434[/C][C]-0.00143893649379733[/C][C]0.0158282969566032[/C][C]-0.437891478909977[/C][/ROW]
[ROW][C]98[/C][C]5.46[/C][C]5.46237735469022[/C][C]-0.00237735906071707[/C][C]-0.00237735469021949[/C][C]-0.824910366553765[/C][/ROW]
[ROW][C]99[/C][C]5.56[/C][C]5.56233874062235[/C][C]-0.00233874062235242[/C][C]-0.00233874062235242[/C][C]0.456181171855739[/C][/ROW]
[ROW][C]100[/C][C]5.56[/C][C]5.56233785874417[/C][C]-0.00233785874417034[/C][C]-0.00233785874417033[/C][C]0.0104211466264369[/C][/ROW]
[ROW][C]101[/C][C]5.54[/C][C]5.54234451616733[/C][C]-0.00234451616733101[/C][C]-0.00234451616733101[/C][C]-0.0787003804910829[/C][/ROW]
[ROW][C]102[/C][C]5.53[/C][C]5.53234740067557[/C][C]-0.00234740067557064[/C][C]-0.00234740067557063[/C][C]-0.0341119190786483[/C][/ROW]
[ROW][C]103[/C][C]5.65[/C][C]5.65230131878585[/C][C]-0.00230131878584749[/C][C]-0.00230131878584755[/C][C]0.545165402841758[/C][/ROW]
[ROW][C]104[/C][C]5.58[/C][C]5.58232680775059[/C][C]-0.00232680775059239[/C][C]-0.00232680775059245[/C][C]-0.301657258184953[/C][/ROW]
[ROW][C]105[/C][C]5.57[/C][C]5.57232969566677[/C][C]-0.00232969566677076[/C][C]-0.00232969566677072[/C][C]-0.0341908329383946[/C][/ROW]
[ROW][C]106[/C][C]5.36[/C][C]5.36240782596488[/C][C]-0.00240782596488032[/C][C]-0.00240782596488033[/C][C]-0.925354266362761[/C][/ROW]
[ROW][C]107[/C][C]5.23[/C][C]5.23245581099356[/C][C]-0.00245581099355936[/C][C]-0.00245581099355934[/C][C]-0.568535647563394[/C][/ROW]
[ROW][C]108[/C][C]5.11[/C][C]5.11250000054426[/C][C]-0.0025000005442611[/C][C]-0.00250000054426105[/C][C]-0.523763050872396[/C][/ROW]
[ROW][C]109[/C][C]5.07[/C][C]5.04543689154252[/C][C]-0.00223301023447884[/C][C]0.0245631084574788[/C][C]-0.294211369374226[/C][/ROW]
[ROW][C]110[/C][C]5.04[/C][C]5.04223728454626[/C][C]-0.00223728866744903[/C][C]-0.00223728454625696[/C][C]-0.00420115045758089[/C][/ROW]
[ROW][C]111[/C][C]5.34[/C][C]5.34213486993797[/C][C]-0.00213486993797016[/C][C]-0.00213486993797013[/C][C]1.3467587205502[/C][/ROW]
[ROW][C]112[/C][C]5.43[/C][C]5.43210365893407[/C][C]-0.00210365893407188[/C][C]-0.00210365893407187[/C][C]0.410549756292047[/C][/ROW]
[ROW][C]113[/C][C]5.31[/C][C]5.31214358320038[/C][C]-0.00214358320038545[/C][C]-0.00214358320038546[/C][C]-0.525342000288328[/C][/ROW]
[ROW][C]114[/C][C]5.12[/C][C]5.122207177122[/C][C]-0.00220717712199976[/C][C]-0.00220717712199978[/C][C]-0.837081715470301[/C][/ROW]
[ROW][C]115[/C][C]4.97[/C][C]4.97225719162103[/C][C]-0.00225719162102617[/C][C]-0.00225719162102623[/C][C]-0.658559760189842[/C][/ROW]
[ROW][C]116[/C][C]5[/C][C]5.002246279173[/C][C]-0.00224627917299996[/C][C]-0.00224627917300002[/C][C]0.143736950016026[/C][/ROW]
[ROW][C]117[/C][C]4.64[/C][C]4.64236726455461[/C][C]-0.00236726455461253[/C][C]-0.0023672645546125[/C][C]-1.59413851754909[/C][/ROW]
[ROW][C]118[/C][C]4.8[/C][C]4.80231237365251[/C][C]-0.00231237365250983[/C][C]-0.00231237365250983[/C][C]0.723503097656925[/C][/ROW]
[ROW][C]119[/C][C]5.1[/C][C]5.10221020656293[/C][C]-0.00221020656292815[/C][C]-0.00221020656292813[/C][C]1.34709389787677[/C][/ROW]
[ROW][C]120[/C][C]5.11[/C][C]5.11220608149254[/C][C]-0.00220608149253747[/C][C]-0.00220608149253743[/C][C]0.0544082780777462[/C][/ROW]
[ROW][C]121[/C][C]5.12[/C][C]5.09629341001872[/C][C]-0.00215514483820591[/C][C]0.0237065899812854[/C][C]-0.0623224845527941[/C][/ROW]
[ROW][C]122[/C][C]5.36[/C][C]5.36108307394133[/C][C]-0.00108307735961736[/C][C]-0.00108307394133046[/C][C]1.16300519182997[/C][/ROW]
[ROW][C]123[/C][C]5.26[/C][C]5.26111350401414[/C][C]-0.00111350401413993[/C][C]-0.0011135040141399[/C][C]-0.44077719833754[/C][/ROW]
[ROW][C]124[/C][C]5.27[/C][C]5.27111008657694[/C][C]-0.00111008657693713[/C][C]-0.00111008657693713[/C][C]0.0495221590185494[/C][/ROW]
[ROW][C]125[/C][C]5.1[/C][C]5.10116200478791[/C][C]-0.00116200478791272[/C][C]-0.00116200478791271[/C][C]-0.752579342568935[/C][/ROW]
[ROW][C]126[/C][C]4.94[/C][C]4.94121081794725[/C][C]-0.00121081794725046[/C][C]-0.00121081794725048[/C][C]-0.707787678003148[/C][/ROW]
[ROW][C]127[/C][C]4.68[/C][C]4.68129032308495[/C][C]-0.00129032308495135[/C][C]-0.00129032308495139[/C][C]-1.15317372686706[/C][/ROW]
[ROW][C]128[/C][C]4.41[/C][C]4.41137285064012[/C][C]-0.00137285064012443[/C][C]-0.0013728506401245[/C][C]-1.19737985853495[/C][/ROW]
[ROW][C]129[/C][C]4.6[/C][C]4.60131409323114[/C][C]-0.00131409323114019[/C][C]-0.00131409323114016[/C][C]0.852764255700989[/C][/ROW]
[ROW][C]130[/C][C]4.53[/C][C]4.53133517546493[/C][C]-0.00133517546492906[/C][C]-0.00133517546492907[/C][C]-0.306066867519346[/C][/ROW]
[ROW][C]131[/C][C]4.18[/C][C]4.18144216069964[/C][C]-0.00144216069964108[/C][C]-0.00144216069964106[/C][C]-1.5536630541336[/C][/ROW]
[ROW][C]132[/C][C]4[/C][C]4.00149693305168[/C][C]-0.00149693305168361[/C][C]-0.00149693305168356[/C][C]-0.795660220031195[/C][/ROW]
[ROW][C]133[/C][C]3.87[/C][C]3.85877550862453[/C][C]-0.00102040867066292[/C][C]0.0112244913754734[/C][C]-0.640972132495375[/C][/ROW]
[ROW][C]134[/C][C]4.09[/C][C]4.09016619355156[/C][C]-0.000166197720041652[/C][C]-0.000166193551556635[/C][C]1.0145510390305[/C][/ROW]
[ROW][C]135[/C][C]4.13[/C][C]4.13015488646659[/C][C]-0.000154886466591239[/C][C]-0.0001548864665912[/C][C]0.17898430506074[/C][/ROW]
[ROW][C]136[/C][C]3.74[/C][C]3.74026464017725[/C][C]-0.000264640177245889[/C][C]-0.000264640177245883[/C][C]-1.73718590094348[/C][/ROW]
[ROW][C]137[/C][C]3.81[/C][C]3.81024486402971[/C][C]-0.000244864029709207[/C][C]-0.000244864029709157[/C][C]0.313105751106628[/C][/ROW]
[ROW][C]138[/C][C]4.11[/C][C]4.11016038318689[/C][C]-0.000160383186889868[/C][C]-0.000160383186889812[/C][C]1.33791900384385[/C][/ROW]
[ROW][C]139[/C][C]4.14[/C][C]4.14015189925205[/C][C]-0.000151899252053383[/C][C]-0.000151899252053455[/C][C]0.134397474397151[/C][/ROW]
[ROW][C]140[/C][C]3.99[/C][C]3.99019403877015[/C][C]-0.000194038770152855[/C][C]-0.000194038770152907[/C][C]-0.66773710916441[/C][/ROW]
[ROW][C]141[/C][C]4.28[/C][C]4.28011245482628[/C][C]-0.000112454826278936[/C][C]-0.000112454826278886[/C][C]1.29313174634785[/C][/ROW]
[ROW][C]142[/C][C]4.37[/C][C]4.37008712810615[/C][C]-8.71281061494568e-05[/C][C]-8.71281061494463e-05[/C][C]0.401549532774853[/C][/ROW]
[ROW][C]143[/C][C]4.24[/C][C]4.24012363074568[/C][C]-0.000123630745677793[/C][C]-0.000123630745677763[/C][C]-0.578903939209886[/C][/ROW]
[ROW][C]144[/C][C]4.19[/C][C]4.19013764096415[/C][C]-0.000137640964152566[/C][C]-0.000137640964152511[/C][C]-0.222253787124121[/C][/ROW]
[ROW][C]145[/C][C]4.01[/C][C]4.01445259290344[/C][C]0.00040478082782889[/C][C]-0.00445259290344002[/C][C]-0.795550352276995[/C][/ROW]
[ROW][C]146[/C][C]3.95[/C][C]3.94981558114648[/C][C]0.000184415105332671[/C][C]0.000184418853519888[/C][C]-0.284399821876786[/C][/ROW]
[ROW][C]147[/C][C]4.3[/C][C]4.29972474715325[/C][C]0.000275252846748647[/C][C]0.000275252846748751[/C][C]1.55882767262665[/C][/ROW]
[ROW][C]148[/C][C]4.37[/C][C]4.36970664622908[/C][C]0.000293353770921785[/C][C]0.000293353770921789[/C][C]0.310703332587728[/C][/ROW]
[ROW][C]149[/C][C]4.4[/C][C]4.39969893622346[/C][C]0.000301063776544637[/C][C]0.000301063776544655[/C][C]0.132377020659803[/C][/ROW]
[ROW][C]150[/C][C]4.29[/C][C]4.28972755612069[/C][C]0.00027244387930686[/C][C]0.0002724438793069[/C][C]-0.491517170182146[/C][/ROW]
[ROW][C]151[/C][C]4.12[/C][C]4.11977172537491[/C][C]0.000228274625086392[/C][C]0.000228274625086322[/C][C]-0.758758163587454[/C][/ROW]
[ROW][C]152[/C][C]4.07[/C][C]4.06978475138213[/C][C]0.000215248617874567[/C][C]0.000215248617874542[/C][C]-0.223824324292672[/C][/ROW]
[ROW][C]153[/C][C]3.93[/C][C]3.92982110483669[/C][C]0.000178895163311929[/C][C]0.000178895163311967[/C][C]-0.624819079831695[/C][/ROW]
[ROW][C]154[/C][C]3.79[/C][C]3.7898574394455[/C][C]0.000142560554504191[/C][C]0.000142560554504204[/C][C]-0.624657104665259[/C][/ROW]
[ROW][C]155[/C][C]3.67[/C][C]3.66988857253244[/C][C]0.000111427467563475[/C][C]0.000111427467563507[/C][C]-0.535372364411069[/C][/ROW]
[ROW][C]156[/C][C]3.53[/C][C]3.52992487083634[/C][C]7.51291636622029e-05[/C][C]7.51291636622545e-05[/C][C]-0.624356500949028[/C][/ROW]
[ROW][C]157[/C][C]3.69[/C][C]3.68593820531164[/C][C]-0.000369254347613014[/C][C]0.00406179468836445[/C][C]0.70578156690478[/C][/ROW]
[ROW][C]158[/C][C]3.69[/C][C]3.69035421412388[/C][C]-0.000354217263026765[/C][C]-0.000354214123876589[/C][C]0.0209534618739915[/C][/ROW]
[ROW][C]159[/C][C]3.48[/C][C]3.48040472223401[/C][C]-0.000404722234007983[/C][C]-0.000404722234007899[/C][C]-0.934219973677081[/C][/ROW]
[ROW][C]160[/C][C]3.31[/C][C]3.31044556888883[/C][C]-0.000445568888830879[/C][C]-0.00044556888883087[/C][C]-0.755747628721175[/C][/ROW]
[ROW][C]161[/C][C]3.16[/C][C]3.16048158007599[/C][C]-0.000481580075986263[/C][C]-0.000481580075986239[/C][C]-0.666441963738719[/C][/ROW]
[ROW][C]162[/C][C]3.25[/C][C]3.25045979827586[/C][C]-0.000459798275864746[/C][C]-0.000459798275864671[/C][C]0.40320252103603[/C][/ROW]
[ROW][C]163[/C][C]3.14[/C][C]3.14048616174712[/C][C]-0.00048616174711891[/C][C]-0.000486161747118982[/C][C]-0.488131249837275[/C][/ROW]
[ROW][C]164[/C][C]3.19[/C][C]3.19047401396762[/C][C]-0.000474013967624503[/C][C]-0.00047401396762455[/C][C]0.224975612231443[/C][/ROW]
[ROW][C]165[/C][C]3.43[/C][C]3.43041616598572[/C][C]-0.000416165985717824[/C][C]-0.000416165985717763[/C][C]1.07159641794948[/C][/ROW]
[ROW][C]166[/C][C]3.45[/C][C]3.45041125589193[/C][C]-0.000411255891932438[/C][C]-0.000411255891932417[/C][C]0.0909781918245874[/C][/ROW]
[ROW][C]167[/C][C]3.31[/C][C]3.31044481895307[/C][C]-0.000444818953070178[/C][C]-0.000444818953070146[/C][C]-0.622033143449836[/C][/ROW]
[ROW][C]168[/C][C]3.51[/C][C]3.51039663509299[/C][C]-0.000396635092986042[/C][C]-0.000396635092985993[/C][C]0.893219042999738[/C][/ROW]
[ROW][C]169[/C][C]3.53[/C][C]3.52519504644489[/C][C]-0.000436814304680433[/C][C]0.00480495355510552[/C][C]0.0686978782483616[/C][/ROW]
[ROW][C]170[/C][C]3.83[/C][C]3.82954381669406[/C][C]0.000456179260698184[/C][C]0.000456183305941232[/C][C]1.33620458202168[/C][/ROW]
[ROW][C]171[/C][C]4.02[/C][C]4.01950123611412[/C][C]0.000498763885876926[/C][C]0.000498763885877037[/C][C]0.844648841903941[/C][/ROW]
[ROW][C]172[/C][C]3.99[/C][C]3.98950808669144[/C][C]0.000491913308564801[/C][C]0.000491913308564809[/C][C]-0.135909182584712[/C][/ROW]
[ROW][C]173[/C][C]4.11[/C][C]4.10948124902887[/C][C]0.000518750971129888[/C][C]0.000518750971129908[/C][C]0.532554264986303[/C][/ROW]
[ROW][C]174[/C][C]3.96[/C][C]3.95951504309759[/C][C]0.000484956902408025[/C][C]0.000484956902408097[/C][C]-0.670744608423874[/C][/ROW]
[ROW][C]175[/C][C]3.83[/C][C]3.82954433265626[/C][C]0.000455667343738909[/C][C]0.000455667343738857[/C][C]-0.581469637264041[/C][/ROW]
[ROW][C]176[/C][C]3.71[/C][C]3.70957136490317[/C][C]0.000428635096828271[/C][C]0.000428635096828255[/C][C]-0.536776932943138[/C][/ROW]
[ROW][C]177[/C][C]3.81[/C][C]3.80954902445321[/C][C]0.000450975546788612[/C][C]0.000450975546788673[/C][C]0.443711901533458[/C][/ROW]
[ROW][C]178[/C][C]3.73[/C][C]3.72956707088483[/C][C]0.000432929115168351[/C][C]0.000432929115168372[/C][C]-0.358507250285254[/C][/ROW]
[ROW][C]179[/C][C]3.99[/C][C]3.98950885892599[/C][C]0.000491141074011984[/C][C]0.000491141074012019[/C][C]1.15668801473506[/C][/ROW]
[ROW][C]180[/C][C]4.17[/C][C]4.1694686102946[/C][C]0.000531389705398779[/C][C]0.000531389705398827[/C][C]0.799931016566074[/C][/ROW]
[ROW][C]181[/C][C]4[/C][C]4.01018118193996[/C][C]0.000925561702346513[/C][C]-0.0101811819399614[/C][C]-0.721864982064053[/C][/ROW]
[ROW][C]182[/C][C]4.1[/C][C]4.09883368133792[/C][C]0.00116631537412745[/C][C]0.00116631866207828[/C][C]0.385009884312154[/C][/ROW]
[ROW][C]183[/C][C]4.24[/C][C]4.2388044625771[/C][C]0.00119553742289508[/C][C]0.00119553742289521[/C][C]0.618677742905386[/C][/ROW]
[ROW][C]184[/C][C]4.45[/C][C]4.44876052223446[/C][C]0.00123947776553895[/C][C]0.00123947776553895[/C][C]0.930485090772026[/C][/ROW]
[ROW][C]185[/C][C]4.62[/C][C]4.61872501612061[/C][C]0.00127498387939029[/C][C]0.00127498387939034[/C][C]0.752039259070068[/C][/ROW]
[ROW][C]186[/C][C]4.49[/C][C]4.48875262971181[/C][C]0.00124737028818756[/C][C]0.00124737028818763[/C][C]-0.584994301326952[/C][/ROW]
[ROW][C]187[/C][C]4.45[/C][C]4.44876130423953[/C][C]0.00123869576046863[/C][C]0.00123869576046858[/C][C]-0.183808646431124[/C][/ROW]
[ROW][C]188[/C][C]4.49[/C][C]4.48875315425789[/C][C]0.00124684574211491[/C][C]0.0012468457421149[/C][C]0.172730115252198[/C][/ROW]
[ROW][C]189[/C][C]4.36[/C][C]4.35878074451948[/C][C]0.00121925548051805[/C][C]0.0012192554805181[/C][C]-0.584868949521164[/C][/ROW]
[ROW][C]190[/C][C]4.32[/C][C]4.31878940766881[/C][C]0.00121059233119396[/C][C]0.00121059233119397[/C][C]-0.183683371964456[/C][/ROW]
[ROW][C]191[/C][C]4.45[/C][C]4.44876234537929[/C][C]0.00123765462070736[/C][C]0.00123765462070739[/C][C]0.573918012846551[/C][/ROW]
[ROW][C]192[/C][C]4.13[/C][C]4.12882983229626[/C][C]0.00117016770374121[/C][C]0.00117016770374127[/C][C]-1.4315158660851[/C][/ROW]
[ROW][C]193[/C][C]4.14[/C][C]4.15230485448184[/C][C]0.00111862286864686[/C][C]-0.0123048544818399[/C][C]0.100662025557721[/C][/ROW]
[ROW][C]194[/C][C]4.3[/C][C]4.29850692802519[/C][C]0.00149306892287106[/C][C]0.00149307197481019[/C][C]0.637325597815376[/C][/ROW]
[ROW][C]195[/C][C]4.42[/C][C]4.41848346895594[/C][C]0.00151653104405695[/C][C]0.00151653104405708[/C][C]0.528099930276699[/C][/ROW]
[ROW][C]196[/C][C]4.67[/C][C]4.66843428377656[/C][C]0.00156571622344196[/C][C]0.00156571622344196[/C][C]1.10731162183349[/C][/ROW]
[ROW][C]197[/C][C]4.96[/C][C]4.95837720197361[/C][C]0.00162279802638528[/C][C]0.00162279802638537[/C][C]1.28534361726311[/C][/ROW]
[ROW][C]198[/C][C]4.73[/C][C]4.7284230315841[/C][C]0.00157696841589567[/C][C]0.00157696841589572[/C][C]-1.03217581137655[/C][/ROW]
[ROW][C]199[/C][C]4.52[/C][C]4.51846488658256[/C][C]0.00153511341744386[/C][C]0.00153511341744383[/C][C]-0.942846020249059[/C][/ROW]
[ROW][C]200[/C][C]4.36[/C][C]4.35849683578165[/C][C]0.00150316421834657[/C][C]0.00150316421834657[/C][C]-0.719845562286667[/C][/ROW]
[ROW][C]201[/C][C]4.15[/C][C]4.14853865963234[/C][C]0.00146134036765644[/C][C]0.00146134036765648[/C][C]-0.942517165024254[/C][/ROW]
[ROW][C]202[/C][C]3.92[/C][C]3.91858442107831[/C][C]0.00141557892169433[/C][C]0.00141557892169432[/C][C]-1.0314563917169[/C][/ROW]
[ROW][C]203[/C][C]3.88[/C][C]3.8785926075951[/C][C]0.00140739240490081[/C][C]0.00140739240490086[/C][C]-0.184559392780102[/C][/ROW]
[ROW][C]204[/C][C]4.2[/C][C]4.19852964461468[/C][C]0.0014703553853242[/C][C]0.00147035538532424[/C][C]1.4197377142034[/C][/ROW]
[ROW][C]205[/C][C]3.95[/C][C]3.97163481861951[/C][C]0.00196680146511254[/C][C]-0.0216348186195147[/C][C]-1.02985663031511[/C][/ROW]
[ROW][C]206[/C][C]3.78[/C][C]3.77850840917378[/C][C]0.00149158849509364[/C][C]0.00149159082621998[/C][C]-0.857716934175309[/C][/ROW]
[ROW][C]207[/C][C]3.69[/C][C]3.68852550957659[/C][C]0.00147449042341338[/C][C]0.00147449042341348[/C][C]-0.407714272845185[/C][/ROW]
[ROW][C]208[/C][C]3.77[/C][C]3.76851083739261[/C][C]0.00148916260738505[/C][C]0.00148916260738506[/C][C]0.349933507478663[/C][/ROW]
[ROW][C]209[/C][C]3.66[/C][C]3.65853166481455[/C][C]0.00146833518544694[/C][C]0.00146833518544706[/C][C]-0.496829560335739[/C][/ROW]
[ROW][C]210[/C][C]3.53[/C][C]3.5285562199821[/C][C]0.00144378001789929[/C][C]0.00144378001789936[/C][C]-0.585862829896858[/C][/ROW]
[ROW][C]211[/C][C]3.5[/C][C]3.49856209183787[/C][C]0.00143790816213128[/C][C]0.00143790816213122[/C][C]-0.140123036009241[/C][/ROW]
[ROW][C]212[/C][C]3.14[/C][C]3.13862957466007[/C][C]0.00137042533992569[/C][C]0.00137042533992568[/C][C]-1.61067714742776[/C][/ROW]
[ROW][C]213[/C][C]3.42[/C][C]3.41857756240654[/C][C]0.00142243759345476[/C][C]0.00142243759345484[/C][C]1.24165807235503[/C][/ROW]
[ROW][C]214[/C][C]3.3[/C][C]3.29860022430781[/C][C]0.00139977569218538[/C][C]0.00139977569218537[/C][C]-0.541095296914101[/C][/ROW]
[ROW][C]215[/C][C]2.81[/C][C]2.80869192050014[/C][C]0.00130807949985764[/C][C]0.00130807949985767[/C][C]-2.18982683458338[/C][/ROW]
[ROW][C]216[/C][C]3.15[/C][C]3.14862873169371[/C][C]0.00137126830629401[/C][C]0.00137126830629402[/C][C]1.50931421984427[/C][/ROW]
[ROW][C]217[/C][C]3.37[/C][C]3.37989417877394[/C][C]0.000899470518322732[/C][C]-0.00989417877393983[/C][C]1.03607411649777[/C][/ROW]
[ROW][C]218[/C][C]4.05[/C][C]4.04756282864958[/C][C]0.00243716767815183[/C][C]0.00243717135042245[/C][C]2.93357334341147[/C][/ROW]
[ROW][C]219[/C][C]4[/C][C]3.99757211161433[/C][C]0.00242788838567316[/C][C]0.00242788838567324[/C][C]-0.233677075264251[/C][/ROW]
[ROW][C]220[/C][C]4.2[/C][C]4.19753715546396[/C][C]0.00246284453603857[/C][C]0.00246284453603857[/C][C]0.880445670042965[/C][/ROW]
[ROW][C]221[/C][C]4.21[/C][C]4.20753582216175[/C][C]0.00246417783824636[/C][C]0.00246417783824648[/C][C]0.0335880197985929[/C][/ROW]
[ROW][C]222[/C][C]4.24[/C][C]4.23753095201157[/C][C]0.00246904798843433[/C][C]0.00246904798843442[/C][C]0.122708594619373[/C][/ROW]
[ROW][C]223[/C][C]4.24[/C][C]4.23753138862494[/C][C]0.00246861137506279[/C][C]0.0024686113750627[/C][C]-0.0110028824150425[/C][/ROW]
[ROW][C]224[/C][C]4.17[/C][C]4.16754420132469[/C][C]0.0024557986753114[/C][C]0.00245579867531143[/C][C]-0.322943752386872[/C][/ROW]
[ROW][C]225[/C][C]4.12[/C][C]4.11755347405087[/C][C]0.00244652594913052[/C][C]0.00244652594913059[/C][C]-0.233760139762475[/C][/ROW]
[ROW][C]226[/C][C]4.35[/C][C]4.34751325603534[/C][C]0.00248674396466003[/C][C]0.00248674396466004[/C][C]1.01405247983958[/C][/ROW]
[ROW][C]227[/C][C]3.98[/C][C]3.97757907806018[/C][C]0.00242092193981701[/C][C]0.00242092193981703[/C][C]-1.65992241559801[/C][/ROW]
[ROW][C]228[/C][C]3.62[/C][C]3.61764311004145[/C][C]0.00235688995854695[/C][C]0.002356889958547[/C][C]-1.61506585495941[/C][/ROW]
[ROW][C]229[/C][C]4.39[/C][C]4.39926656104892[/C][C]0.00084241419946412[/C][C]-0.00926656104891883[/C][C]3.50989927314916[/C][/ROW]
[ROW][C]230[/C][C]5.01[/C][C]5.00782688603018[/C][C]0.00217310855881089[/C][C]0.0021731139698203[/C][C]2.67553291697615[/C][/ROW]
[ROW][C]231[/C][C]4.07[/C][C]4.06798521362634[/C][C]0.0020147863736618[/C][C]0.00201478637366178[/C][C]-4.19864883060885[/C][/ROW]
[ROW][C]232[/C][C]3.7[/C][C]3.69804771612725[/C][C]0.00195228387275286[/C][C]0.00195228387275287[/C][C]-1.65782643051788[/C][/ROW]
[ROW][C]233[/C][C]3.59[/C][C]3.58806652216012[/C][C]0.00193347783988351[/C][C]0.00193347783988362[/C][C]-0.498898066901457[/C][/ROW]
[ROW][C]234[/C][C]3.44[/C][C]3.43809204005032[/C][C]0.00190795994967971[/C][C]0.00190795994967979[/C][C]-0.677068094006424[/C][/ROW]
[ROW][C]235[/C][C]3.33[/C][C]3.32811083232399[/C][C]0.00188916767600609[/C][C]0.00188916767600599[/C][C]-0.498700558252229[/C][/ROW]
[ROW][C]236[/C][C]2.98[/C][C]2.97816991379835[/C][C]0.0018300862016455[/C][C]0.00183008620164555[/C][C]-1.56813980807216[/C][/ROW]
[ROW][C]237[/C][C]3.14[/C][C]3.13814336185008[/C][C]0.00185663814991986[/C][C]0.00185663814991995[/C][C]0.704859838114984[/C][/ROW]
[ROW][C]238[/C][C]2.55[/C][C]2.5482427000165[/C][C]0.00175729998349606[/C][C]0.00175729998349608[/C][C]-2.63751790725219[/C][/ROW]
[ROW][C]239[/C][C]2.49[/C][C]2.48825306372122[/C][C]0.00174693627877967[/C][C]0.00174693627877969[/C][C]-0.275211894916806[/C][/ROW]
[ROW][C]240[/C][C]2.53[/C][C]2.52824664542023[/C][C]0.00175335457976811[/C][C]0.00175335457976818[/C][C]0.170468888765228[/C][/ROW]
[ROW][C]241[/C][C]2.43[/C][C]2.45089294184106[/C][C]0.00189935755052361[/C][C]-0.020892941841063[/C][C]-0.356118839575708[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191809&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191809&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	8.64	8.64	0	0	0
2	8.89	8.87700000021189	0.0129999998624157	0.0129999997881105	0.634202370764815
3	8.87	8.85713147427327	0.012868525726729	0.012868525726729	-0.146778493210497
4	8.81	8.79742063509886	0.0125793649011434	0.0125793649011434	-0.324109616299562
5	8.87	8.8572332017526	0.0127667982474012	0.0127667982474012	0.210922407262399
6	9.06	9.04653543321971	0.0134645667802869	0.0134645667802869	0.788322330465329
7	9.12	9.10635294131899	0.0136470586810101	0.0136470586810101	0.206988335787199
8	8.66	8.64820312519997	0.0117968748000304	0.0117968748000304	-2.10678537862003
9	8.17	8.16015564228351	0.00984435771648502	0.009844357716485	-2.23201298353511
10	8.04	8.03069767469463	0.00930232530537299	0.00930232530537299	-0.62203812080163
11	7.71	7.70200772232328	0.00799227767672446	0.00799227767672446	-1.50925335612239
12	7.55	7.54265384648813	0.00734615351186833	0.00734615351186834	-0.747253348487494
13	7.52	7.58467191436213	0.00587926481058589	-0.0646719143621264	0.187054852248619
14	7.38	7.37923636203544	0.000763636091891385	0.000763637964558984	-0.802813821459995
15	7.52	7.51898366623811	0.00101633376188431	0.00101633376188433	0.619974128889249
16	7.31	7.30936594222377	0.000634057776228004	0.000634057776228014	-0.939588466572791
17	6.92	6.92007233295948	-7.2332959480545e-05	-7.23329594805862e-05	-1.7393717873728
18	7.09	7.08976534317383	0.000234656826164505	0.000234656826164524	0.757280363913863
19	7.05	7.04983783805453	0.000162161945473827	0.000162161945473801	-0.179152979620001
20	7.37	7.36926259011642	0.000737409883575687	0.000737409883575654	1.42414523236178
21	7.05	7.04983842032366	0.000161579676341574	0.000161579676341523	-1.42815307501355
22	6.79	6.79030465973632	-0.000304659736317063	-0.000304659736317072	-1.15842788325083
23	6.35	6.35109123462272	-0.00109123462271963	-0.00109123462271963	-1.95784543157589
24	6.44	6.44092857169591	-0.000928571695908611	-0.000928571695908603	0.405605487704064
25	6.89	6.80164463921954	-0.00803230582099358	0.0883553607804617	1.77736620332035
26	7.16	7.16230587983295	-0.00230588276497577	-0.00230587983294932	1.49361422163112
27	7.46	7.46195064653819	-0.00195064653819044	-0.00195064653819038	1.34650083811961
28	7.91	7.91142018799982	-0.00142018799981628	-0.00142018799981629	2.01303505631157
29	7.86	7.86147713971731	-0.0014771397173112	-0.00147713971731127	-0.216379670421765
30	8.02	8.02128805640378	-0.00128805640378216	-0.00128805640378213	0.719236918475096
31	8.38	8.38086549724725	-0.00086549724725221	-0.000865497247252231	1.60921779375317
32	8.5	8.50072429922769	-0.000724299227693796	-0.000724299227693859	0.538348939040261
33	8.4	8.4008401401926	-0.000840140192595908	-0.000840140192595958	-0.442185783949716
34	8.24	8.24102564120618	-0.00102564120617836	-0.00102564120617836	-0.708917436463111
35	8.33	8.33091967421336	-0.000919674213360113	-0.000919674213360128	0.405439588365759
36	8.28	8.28097674436315	-0.000976744363146053	-0.000976744363146025	-0.218610056508031
37	8.15	8.15661569801995	0.000601426979597479	-0.00661569801994568	-0.587300715765781
38	8.06	8.06050434669147	-0.000504347966528446	-0.000504346691468187	-0.40264486266893
39	7.79	7.79073848854734	-0.000738488547337953	-0.00073848854733796	-1.20054477426699
40	7.28	7.28118055586469	-0.00118055586469158	-0.00118055586469157	-2.26865063109002
41	7.52	7.52097137930449	-0.000971379304491154	-0.000971379304491213	1.07440796940356
42	7.23	7.23122183740008	-0.0012218374000747	-0.00122183740007473	-1.28756138380212
43	7.13	7.13130735962516	-0.00130735962516408	-0.00130735962516409	-0.440035990802934
44	7.21	7.21123702453373	-0.00123702453373396	-0.00123702453373404	0.362207364668285
45	6.99	6.99142610231401	-0.00142610231400939	-0.00142610231400943	-0.974543889301821
46	6.77	6.77161485353505	-0.00161485353505449	-0.00161485353505449	-0.973701950516632
47	6.69	6.69168248524541	-0.00168248524540804	-0.00168248524540805	-0.349189904517615
48	6.39	6.39193965553587	-0.00193965553587493	-0.0019396555358749	-1.32894442334131
49	6.85	6.78722872612829	-0.00570647976832235	0.0627712738717126	1.86037956894483
50	6.74	6.74602758309158	-0.00602758667138005	-0.00602758309158095	-0.150030722898389
51	6.56	6.56614748503865	-0.0061474850386479	-0.00614748503864788	-0.77507908261987
52	6.62	6.6261019289155	-0.0061019289155039	-0.00610192891550388	0.294699282277182
53	6.71	6.71603578855949	-0.00603578855949051	-0.00603578855949053	0.428151972473091
54	6.67	6.67605914771657	-0.00605914771657254	-0.00605914771657256	-0.151316916630218
55	6.54	6.54614433044033	-0.00614433044032907	-0.00614433044032905	-0.552179816699324
56	6.14	6.1464148357314	-0.00641483573140042	-0.0064148357314005	-1.75470152722912
57	6.13	6.13641729637971	-0.0064172963797052	-0.00641729637970521	-0.0159725889137514
58	5.86	5.86659808014274	-0.00659808014273927	-0.00659808014273929	-1.17431136926997
59	5.88	5.8865798497915	-0.00657984979150533	-0.00657984979150532	0.118499563249062
60	5.75	5.75666438414829	-0.00666438414829214	-0.0066643841482921	-0.549860638536177
61	5.53	5.47913978327927	-0.00462365642415618	0.0508602167207306	-1.25617478673929
62	5.86	5.86172571080558	-0.00172571483160749	-0.00172571080558066	1.65251946052289
63	5.9	5.90170188516139	-0.00170188516139419	-0.00170188516139416	0.185906734063406
64	5.95	5.95167237495004	-0.001672374950038	-0.00167237495003799	0.230355053501234
65	5.69	5.69181973812784	-0.00181973812784203	-0.00181973812784205	-1.15096545119676
66	5.53	5.53190992072622	-0.00190992072622486	-0.00190992072622487	-0.704764138420529
67	5.71	5.71180626833947	-0.00180626833946632	-0.00180626833946637	0.810490562281582
68	5.6	5.60186788208797	-0.00186788208797488	-0.00186788208797495	-0.482051843539324
69	5.73	5.73179282921652	-0.00179282921651966	-0.00179282921651964	0.587530950231906
70	5.6	5.6018657570797	-0.00186575707970088	-0.00186575707970089	-0.571220921156432
71	5.41	5.4119727123165	-0.0019727123165002	-0.00197271231650018	-0.838223262173702
72	5.13	5.13213068238194	-0.00213068238193744	-0.00213068238193739	-1.23873769122701
73	5	4.98643274675661	-0.00123338701820769	0.0135672532433898	-0.661467938762496
74	5.04	5.04087804533696	-0.000878049313690393	-0.000878045336959837	0.23921291166408
75	5.1	5.10084836715417	-0.00084836715416588	-0.000848367154165843	0.271250282660021
76	4.96	4.96091617984829	-0.000916179848289956	-0.00091617984828995	-0.620008726544246
77	4.9	4.90094495911119	-0.000944959111187391	-0.000944959111187398	-0.263255900720486
78	4.8	4.80099318455029	-0.000993184550286437	-0.000993184550286462	-0.441353098642051
79	4.48	4.48114841902762	-0.00114841902762191	-0.00114841902762195	-1.42137807333627
80	4.29	4.29124027291963	-0.00124027291962731	-0.00124027291962737	-0.841453897191159
81	4.27	4.27124939286574	-0.0012493928657452	-0.00124939286574516	-0.083586524655508
82	4.18	4.18129251755816	-0.0012925175581598	-0.0012925175581598	-0.395440491018418
83	4.02	4.02136959745134	-0.00136959745133919	-0.00136959745133917	-0.707143018178269
84	3.82	3.82146601998754	-0.00146601998754475	-0.0014660199875447	-0.885025184476874
85	4.13	4.09756992000872	-0.0029481895190427	0.0324300799912819	1.27286389075324
86	4.16	4.16257020864485	-0.00257021339466259	-0.00257020864484573	0.293358130560881
87	3.98	3.98264568339229	-0.00264568339228658	-0.00264568339228655	-0.790586652361359
88	4.26	4.26252551089303	-0.0025255108930256	-0.00252551089302561	1.25940483557843
89	4.7	4.70233744222942	-0.00233744222942023	-0.00233744222942018	1.97179313679858
90	4.96	4.9622259989522	-0.0022259989522044	-0.00222599895220436	1.16891614628835
91	5.13	5.13215286688419	-0.00215286688419065	-0.00215286688419072	0.767400060929845
92	5.35	5.35205857448426	-0.00205857448425674	-0.00205857448425681	0.989862970686337
93	5.41	5.41203224500521	-0.00203224500520537	-0.00203224500520532	0.27651900824231
94	5.42	5.42202714227133	-0.00202714227132673	-0.00202714227132673	0.0536129742403396
95	5.51	5.5119881311846	-0.00198813118459893	-0.00198813118459891	0.410052259536673
96	5.75	5.75188559382827	-0.00188559382826966	-0.00188559382826961	1.07824481386462
97	5.67	5.6541717030434	-0.00143893649379733	0.0158282969566032	-0.437891478909977
98	5.46	5.46237735469022	-0.00237735906071707	-0.00237735469021949	-0.824910366553765
99	5.56	5.56233874062235	-0.00233874062235242	-0.00233874062235242	0.456181171855739
100	5.56	5.56233785874417	-0.00233785874417034	-0.00233785874417033	0.0104211466264369
101	5.54	5.54234451616733	-0.00234451616733101	-0.00234451616733101	-0.0787003804910829
102	5.53	5.53234740067557	-0.00234740067557064	-0.00234740067557063	-0.0341119190786483
103	5.65	5.65230131878585	-0.00230131878584749	-0.00230131878584755	0.545165402841758
104	5.58	5.58232680775059	-0.00232680775059239	-0.00232680775059245	-0.301657258184953
105	5.57	5.57232969566677	-0.00232969566677076	-0.00232969566677072	-0.0341908329383946
106	5.36	5.36240782596488	-0.00240782596488032	-0.00240782596488033	-0.925354266362761
107	5.23	5.23245581099356	-0.00245581099355936	-0.00245581099355934	-0.568535647563394
108	5.11	5.11250000054426	-0.0025000005442611	-0.00250000054426105	-0.523763050872396
109	5.07	5.04543689154252	-0.00223301023447884	0.0245631084574788	-0.294211369374226
110	5.04	5.04223728454626	-0.00223728866744903	-0.00223728454625696	-0.00420115045758089
111	5.34	5.34213486993797	-0.00213486993797016	-0.00213486993797013	1.3467587205502
112	5.43	5.43210365893407	-0.00210365893407188	-0.00210365893407187	0.410549756292047
113	5.31	5.31214358320038	-0.00214358320038545	-0.00214358320038546	-0.525342000288328
114	5.12	5.122207177122	-0.00220717712199976	-0.00220717712199978	-0.837081715470301
115	4.97	4.97225719162103	-0.00225719162102617	-0.00225719162102623	-0.658559760189842
116	5	5.002246279173	-0.00224627917299996	-0.00224627917300002	0.143736950016026
117	4.64	4.64236726455461	-0.00236726455461253	-0.0023672645546125	-1.59413851754909
118	4.8	4.80231237365251	-0.00231237365250983	-0.00231237365250983	0.723503097656925
119	5.1	5.10221020656293	-0.00221020656292815	-0.00221020656292813	1.34709389787677
120	5.11	5.11220608149254	-0.00220608149253747	-0.00220608149253743	0.0544082780777462
121	5.12	5.09629341001872	-0.00215514483820591	0.0237065899812854	-0.0623224845527941
122	5.36	5.36108307394133	-0.00108307735961736	-0.00108307394133046	1.16300519182997
123	5.26	5.26111350401414	-0.00111350401413993	-0.0011135040141399	-0.44077719833754
124	5.27	5.27111008657694	-0.00111008657693713	-0.00111008657693713	0.0495221590185494
125	5.1	5.10116200478791	-0.00116200478791272	-0.00116200478791271	-0.752579342568935
126	4.94	4.94121081794725	-0.00121081794725046	-0.00121081794725048	-0.707787678003148
127	4.68	4.68129032308495	-0.00129032308495135	-0.00129032308495139	-1.15317372686706
128	4.41	4.41137285064012	-0.00137285064012443	-0.0013728506401245	-1.19737985853495
129	4.6	4.60131409323114	-0.00131409323114019	-0.00131409323114016	0.852764255700989
130	4.53	4.53133517546493	-0.00133517546492906	-0.00133517546492907	-0.306066867519346
131	4.18	4.18144216069964	-0.00144216069964108	-0.00144216069964106	-1.5536630541336
132	4	4.00149693305168	-0.00149693305168361	-0.00149693305168356	-0.795660220031195
133	3.87	3.85877550862453	-0.00102040867066292	0.0112244913754734	-0.640972132495375
134	4.09	4.09016619355156	-0.000166197720041652	-0.000166193551556635	1.0145510390305
135	4.13	4.13015488646659	-0.000154886466591239	-0.0001548864665912	0.17898430506074
136	3.74	3.74026464017725	-0.000264640177245889	-0.000264640177245883	-1.73718590094348
137	3.81	3.81024486402971	-0.000244864029709207	-0.000244864029709157	0.313105751106628
138	4.11	4.11016038318689	-0.000160383186889868	-0.000160383186889812	1.33791900384385
139	4.14	4.14015189925205	-0.000151899252053383	-0.000151899252053455	0.134397474397151
140	3.99	3.99019403877015	-0.000194038770152855	-0.000194038770152907	-0.66773710916441
141	4.28	4.28011245482628	-0.000112454826278936	-0.000112454826278886	1.29313174634785
142	4.37	4.37008712810615	-8.71281061494568e-05	-8.71281061494463e-05	0.401549532774853
143	4.24	4.24012363074568	-0.000123630745677793	-0.000123630745677763	-0.578903939209886
144	4.19	4.19013764096415	-0.000137640964152566	-0.000137640964152511	-0.222253787124121
145	4.01	4.01445259290344	0.00040478082782889	-0.00445259290344002	-0.795550352276995
146	3.95	3.94981558114648	0.000184415105332671	0.000184418853519888	-0.284399821876786
147	4.3	4.29972474715325	0.000275252846748647	0.000275252846748751	1.55882767262665
148	4.37	4.36970664622908	0.000293353770921785	0.000293353770921789	0.310703332587728
149	4.4	4.39969893622346	0.000301063776544637	0.000301063776544655	0.132377020659803
150	4.29	4.28972755612069	0.00027244387930686	0.0002724438793069	-0.491517170182146
151	4.12	4.11977172537491	0.000228274625086392	0.000228274625086322	-0.758758163587454
152	4.07	4.06978475138213	0.000215248617874567	0.000215248617874542	-0.223824324292672
153	3.93	3.92982110483669	0.000178895163311929	0.000178895163311967	-0.624819079831695
154	3.79	3.7898574394455	0.000142560554504191	0.000142560554504204	-0.624657104665259
155	3.67	3.66988857253244	0.000111427467563475	0.000111427467563507	-0.535372364411069
156	3.53	3.52992487083634	7.51291636622029e-05	7.51291636622545e-05	-0.624356500949028
157	3.69	3.68593820531164	-0.000369254347613014	0.00406179468836445	0.70578156690478
158	3.69	3.69035421412388	-0.000354217263026765	-0.000354214123876589	0.0209534618739915
159	3.48	3.48040472223401	-0.000404722234007983	-0.000404722234007899	-0.934219973677081
160	3.31	3.31044556888883	-0.000445568888830879	-0.00044556888883087	-0.755747628721175
161	3.16	3.16048158007599	-0.000481580075986263	-0.000481580075986239	-0.666441963738719
162	3.25	3.25045979827586	-0.000459798275864746	-0.000459798275864671	0.40320252103603
163	3.14	3.14048616174712	-0.00048616174711891	-0.000486161747118982	-0.488131249837275
164	3.19	3.19047401396762	-0.000474013967624503	-0.00047401396762455	0.224975612231443
165	3.43	3.43041616598572	-0.000416165985717824	-0.000416165985717763	1.07159641794948
166	3.45	3.45041125589193	-0.000411255891932438	-0.000411255891932417	0.0909781918245874
167	3.31	3.31044481895307	-0.000444818953070178	-0.000444818953070146	-0.622033143449836
168	3.51	3.51039663509299	-0.000396635092986042	-0.000396635092985993	0.893219042999738
169	3.53	3.52519504644489	-0.000436814304680433	0.00480495355510552	0.0686978782483616
170	3.83	3.82954381669406	0.000456179260698184	0.000456183305941232	1.33620458202168
171	4.02	4.01950123611412	0.000498763885876926	0.000498763885877037	0.844648841903941
172	3.99	3.98950808669144	0.000491913308564801	0.000491913308564809	-0.135909182584712
173	4.11	4.10948124902887	0.000518750971129888	0.000518750971129908	0.532554264986303
174	3.96	3.95951504309759	0.000484956902408025	0.000484956902408097	-0.670744608423874
175	3.83	3.82954433265626	0.000455667343738909	0.000455667343738857	-0.581469637264041
176	3.71	3.70957136490317	0.000428635096828271	0.000428635096828255	-0.536776932943138
177	3.81	3.80954902445321	0.000450975546788612	0.000450975546788673	0.443711901533458
178	3.73	3.72956707088483	0.000432929115168351	0.000432929115168372	-0.358507250285254
179	3.99	3.98950885892599	0.000491141074011984	0.000491141074012019	1.15668801473506
180	4.17	4.1694686102946	0.000531389705398779	0.000531389705398827	0.799931016566074
181	4	4.01018118193996	0.000925561702346513	-0.0101811819399614	-0.721864982064053
182	4.1	4.09883368133792	0.00116631537412745	0.00116631866207828	0.385009884312154
183	4.24	4.2388044625771	0.00119553742289508	0.00119553742289521	0.618677742905386
184	4.45	4.44876052223446	0.00123947776553895	0.00123947776553895	0.930485090772026
185	4.62	4.61872501612061	0.00127498387939029	0.00127498387939034	0.752039259070068
186	4.49	4.48875262971181	0.00124737028818756	0.00124737028818763	-0.584994301326952
187	4.45	4.44876130423953	0.00123869576046863	0.00123869576046858	-0.183808646431124
188	4.49	4.48875315425789	0.00124684574211491	0.0012468457421149	0.172730115252198
189	4.36	4.35878074451948	0.00121925548051805	0.0012192554805181	-0.584868949521164
190	4.32	4.31878940766881	0.00121059233119396	0.00121059233119397	-0.183683371964456
191	4.45	4.44876234537929	0.00123765462070736	0.00123765462070739	0.573918012846551
192	4.13	4.12882983229626	0.00117016770374121	0.00117016770374127	-1.4315158660851
193	4.14	4.15230485448184	0.00111862286864686	-0.0123048544818399	0.100662025557721
194	4.3	4.29850692802519	0.00149306892287106	0.00149307197481019	0.637325597815376
195	4.42	4.41848346895594	0.00151653104405695	0.00151653104405708	0.528099930276699
196	4.67	4.66843428377656	0.00156571622344196	0.00156571622344196	1.10731162183349
197	4.96	4.95837720197361	0.00162279802638528	0.00162279802638537	1.28534361726311
198	4.73	4.7284230315841	0.00157696841589567	0.00157696841589572	-1.03217581137655
199	4.52	4.51846488658256	0.00153511341744386	0.00153511341744383	-0.942846020249059
200	4.36	4.35849683578165	0.00150316421834657	0.00150316421834657	-0.719845562286667
201	4.15	4.14853865963234	0.00146134036765644	0.00146134036765648	-0.942517165024254
202	3.92	3.91858442107831	0.00141557892169433	0.00141557892169432	-1.0314563917169
203	3.88	3.8785926075951	0.00140739240490081	0.00140739240490086	-0.184559392780102
204	4.2	4.19852964461468	0.0014703553853242	0.00147035538532424	1.4197377142034
205	3.95	3.97163481861951	0.00196680146511254	-0.0216348186195147	-1.02985663031511
206	3.78	3.77850840917378	0.00149158849509364	0.00149159082621998	-0.857716934175309
207	3.69	3.68852550957659	0.00147449042341338	0.00147449042341348	-0.407714272845185
208	3.77	3.76851083739261	0.00148916260738505	0.00148916260738506	0.349933507478663
209	3.66	3.65853166481455	0.00146833518544694	0.00146833518544706	-0.496829560335739
210	3.53	3.5285562199821	0.00144378001789929	0.00144378001789936	-0.585862829896858
211	3.5	3.49856209183787	0.00143790816213128	0.00143790816213122	-0.140123036009241
212	3.14	3.13862957466007	0.00137042533992569	0.00137042533992568	-1.61067714742776
213	3.42	3.41857756240654	0.00142243759345476	0.00142243759345484	1.24165807235503
214	3.3	3.29860022430781	0.00139977569218538	0.00139977569218537	-0.541095296914101
215	2.81	2.80869192050014	0.00130807949985764	0.00130807949985767	-2.18982683458338
216	3.15	3.14862873169371	0.00137126830629401	0.00137126830629402	1.50931421984427
217	3.37	3.37989417877394	0.000899470518322732	-0.00989417877393983	1.03607411649777
218	4.05	4.04756282864958	0.00243716767815183	0.00243717135042245	2.93357334341147
219	4	3.99757211161433	0.00242788838567316	0.00242788838567324	-0.233677075264251
220	4.2	4.19753715546396	0.00246284453603857	0.00246284453603857	0.880445670042965
221	4.21	4.20753582216175	0.00246417783824636	0.00246417783824648	0.0335880197985929
222	4.24	4.23753095201157	0.00246904798843433	0.00246904798843442	0.122708594619373
223	4.24	4.23753138862494	0.00246861137506279	0.0024686113750627	-0.0110028824150425
224	4.17	4.16754420132469	0.0024557986753114	0.00245579867531143	-0.322943752386872
225	4.12	4.11755347405087	0.00244652594913052	0.00244652594913059	-0.233760139762475
226	4.35	4.34751325603534	0.00248674396466003	0.00248674396466004	1.01405247983958
227	3.98	3.97757907806018	0.00242092193981701	0.00242092193981703	-1.65992241559801
228	3.62	3.61764311004145	0.00235688995854695	0.002356889958547	-1.61506585495941
229	4.39	4.39926656104892	0.00084241419946412	-0.00926656104891883	3.50989927314916
230	5.01	5.00782688603018	0.00217310855881089	0.0021731139698203	2.67553291697615
231	4.07	4.06798521362634	0.0020147863736618	0.00201478637366178	-4.19864883060885
232	3.7	3.69804771612725	0.00195228387275286	0.00195228387275287	-1.65782643051788
233	3.59	3.58806652216012	0.00193347783988351	0.00193347783988362	-0.498898066901457
234	3.44	3.43809204005032	0.00190795994967971	0.00190795994967979	-0.677068094006424
235	3.33	3.32811083232399	0.00188916767600609	0.00188916767600599	-0.498700558252229
236	2.98	2.97816991379835	0.0018300862016455	0.00183008620164555	-1.56813980807216
237	3.14	3.13814336185008	0.00185663814991986	0.00185663814991995	0.704859838114984
238	2.55	2.5482427000165	0.00175729998349606	0.00175729998349608	-2.63751790725219
239	2.49	2.48825306372122	0.00174693627877967	0.00174693627877969	-0.275211894916806
240	2.53	2.52824664542023	0.00175335457976811	0.00175335457976818	0.170468888765228
241	2.43	2.45089294184106	0.00189935755052361	-0.020892941841063	-0.356118839575708

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