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R Software Module

rwasp_decomposeloess.wasp

Title produced by software

Decomposition by Loess

Date of computation

Thu, 22 Nov 2012 09:19:46 -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/t1353594113z9oqp9x1jq4n1r4.htm/, Retrieved Mon, 29 Apr 2024 13:53:53 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=191796, Retrieved Mon, 29 Apr 2024 13:53:53 +0000

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IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

135

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

-     [Decomposition by Loess] [HPC Retail Sales] [2008-03-06 11:35:25] [74be16979710d4c4e7c6647856088456]
- RM D    [Decomposition by Loess] [Workshop 8 - OLO ...] [2012-11-22 14:19:46] [3353489d44052879174bf0d9e8b7362f] [Current]
-    D      [Decomposition by Loess] [Paper stat - wiss...] [2012-12-05 15:30:45] [9f87ad58f325f963ff5b3a15384d509e] 

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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	6 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 & 6 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191796&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]6 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191796&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191796&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	6 seconds
R Server	'Gwilym Jenkins' @ jenkins.wessa.net

Seasonal Decomposition by Loess - Parameters
Component	Window	Degree	Jump
Seasonal	2411	0	242
Trend	19	1	2
Low-pass	13	1	2

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Parameters \tabularnewline
Component & Window & Degree & Jump \tabularnewline
Seasonal & 2411 & 0 & 242 \tabularnewline
Trend & 19 & 1 & 2 \tabularnewline
Low-pass & 13 & 1 & 2 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191796&T=1

[TABLE]
[ROW][C]Seasonal Decomposition by Loess - Parameters[/C][/ROW]
[ROW][C]Component[/C][C]Window[/C][C]Degree[/C][C]Jump[/C][/ROW]
[ROW][C]Seasonal[/C][C]2411[/C][C]0[/C][C]242[/C][/ROW]
[ROW][C]Trend[/C][C]19[/C][C]1[/C][C]2[/C][/ROW]
[ROW][C]Low-pass[/C][C]13[/C][C]1[/C][C]2[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191796&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191796&T=1

As an alternative you can also use a QR Code:

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

Seasonal Decomposition by Loess - Parameters
Component	Window	Degree	Jump
Seasonal	2411	0	242
Trend	19	1	2
Low-pass	13	1	2

Seasonal Decomposition by Loess - Time Series Components
t	Observed	Fitted	Seasonal	Trend	Remainder
1	8.64	8.29539849855096	-0.103733903484352	9.08833540493339	-0.34460150144904
2	8.89	8.74314118430725	0.0460126340807485	8.99084618161201	-0.146858815692754
3	8.87	8.78250572520551	0.0641373165038713	8.89335695829062	-0.0874942747944907
4	8.81	8.74575221570911	0.0854446145221157	8.78880316976878	-0.0642477842908917
5	8.87	8.93849869301597	0.117251925737089	8.68424938124694	0.0684986930159734
6	9.06	9.437470027433	0.106816127394537	8.57571384517246	0.377470027433002
7	9.12	9.68794138290933	0.0848803079926761	8.46717830909799	0.567941382909332
8	8.66	8.95026616380003	0.0111279156919163	8.35860592050805	0.290266163800029
9	8.17	8.08809090751994	0.00187556056194014	8.25003353191812	-0.0819090924800605
10	8.04	8.04793554956	-0.0817781113212945	8.11384256176129	0.00793554956000264
11	7.71	7.60328017889794	-0.160931770502407	7.97765159160446	-0.106719821102058
12	7.55	7.45038188884424	-0.171102649023938	7.8207207601797	-0.0996181111557624
13	7.52	7.47994397472942	-0.103733903484352	7.66378992875493	-0.0400560252705837
14	7.38	7.17946271685137	0.0460126340807485	7.53452464906788	-0.200537283148629
15	7.52	7.5706033141153	0.0641373165038713	7.40525936938082	0.0506033141153033
16	7.31	7.22845281182669	0.0854446145221157	7.30610257365119	-0.0815471881733068
17	6.92	6.51580229634135	0.117251925737089	7.20694577792156	-0.404197703658646
18	7.09	6.94265168326586	0.106816127394537	7.1305321893396	-0.147348316734141
19	7.05	6.96100109124967	0.0848803079926761	7.05411860075765	-0.0889989087503285
20	7.37	7.70413878121371	0.0111279156919163	7.02473330309438	0.334138781213707
21	7.05	7.10277643400696	0.00187556056194014	6.9953480054311	0.052776434006959
22	6.79	6.63543030490932	-0.0817781113212945	7.02634780641198	-0.154569695090681
23	6.35	5.80358416310956	-0.160931770502407	7.05734760739285	-0.546415836890445
24	6.44	5.91370121576658	-0.171102649023938	7.13740143325736	-0.526298784233421
25	6.89	6.66627864436248	-0.103733903484352	7.21745525912187	-0.223721355637517
26	7.16	6.94015648008014	0.0460126340807485	7.33383088583911	-0.219843519919862
27	7.46	7.40565617093977	0.0641373165038713	7.45020651255636	-0.0543438290602296
28	7.91	8.13942702321186	0.0854446145221157	7.59512836226602	0.229427023211863
29	7.86	7.86269786228723	0.117251925737089	7.74005021197569	0.00269786228722602
30	8.02	8.0575734414598	0.106816127394537	7.87561043114566	0.0375734414597986
31	8.38	8.66394904169168	0.0848803079926761	8.01117065031564	0.283949041691681
32	8.5	8.9066054259095	0.0111279156919163	8.08226665839859	0.406605425909495
33	8.4	8.64476177295653	0.00187556056194014	8.15336266648153	0.244761772956526
34	8.24	8.42011026509983	-0.0817781113212945	8.14166784622147	0.180110265099826
35	8.33	8.690958744541	-0.160931770502407	8.12997302596141	0.360958744541
36	8.28	8.67918596167972	-0.171102649023938	8.05191668734422	0.39918596167972
37	8.15	8.42987355475733	-0.103733903484352	7.97386034872703	0.279873554757327
38	8.06	8.21830766743553	0.0460126340807485	7.85567969848372	0.158307667435529
39	7.79	7.77836363525571	0.0641373165038713	7.73749904824042	-0.0116363647442927
40	7.28	6.87219200911412	0.0854446145221157	7.60236337636377	-0.407807990885883
41	7.52	7.4555203697758	0.117251925737089	7.46722770448711	-0.0644796302242039
42	7.23	7.01553213828743	0.106816127394537	7.33765173431803	-0.214467861712571
43	7.13	6.96704392785837	0.0848803079926761	7.20807576414895	-0.16295607214163
44	7.21	7.30270692255654	0.0111279156919163	7.10616516175154	0.0927069225565429
45	6.99	6.97386988008393	0.00187556056194014	7.00425455935413	-0.0161301199160668
46	6.77	6.68981743236835	-0.0817781113212945	6.93196067895295	-0.0801825676316517
47	6.69	6.68126497195064	-0.160931770502407	6.85966679855176	-0.00873502804935722
48	6.39	6.15180752072076	-0.171102649023938	6.79929512830318	-0.238192479279239
49	6.85	7.06481044542976	-0.103733903484352	6.73892345805459	0.214810445429761
50	6.74	6.75940687103496	0.0460126340807485	6.67458049488429	0.0194068710349606
51	6.56	6.44562515178214	0.0641373165038713	6.61023753171399	-0.114374848217863
52	6.62	6.61467888204005	0.0854446145221157	6.53987650343783	-0.00532111795994883
53	6.71	6.83323259910124	0.117251925737089	6.46951547516167	0.123232599101236
54	6.67	6.83985926353828	0.106816127394537	6.39332460906719	0.169859263538275
55	6.54	6.67798594903462	0.0848803079926761	6.3171337429727	0.137985949034624
56	6.14	6.02900855019442	0.0111279156919163	6.23986353411367	-0.110991449805584
57	6.13	6.09553111418342	0.00187556056194014	6.16259332525463	-0.0344688858165751
58	5.86	5.71367816682506	-0.0817781113212945	6.08809994449623	-0.146321833174937
59	5.88	5.90732520676458	-0.160931770502407	6.01360656373783	0.0273252067645773
60	5.75	5.72887323243303	-0.171102649023938	5.9422294165909	-0.0211267675669653
61	5.53	5.29288163404037	-0.103733903484352	5.87085226944398	-0.237118365959627
62	5.86	5.85548246936428	0.0460126340807485	5.81850489655497	-0.0045175306357228
63	5.9	5.96970515983016	0.0641373165038713	5.76615752366597	0.0697051598301588
64	5.95	6.08363669708449	0.0854446145221157	5.7309186883934	0.133636697084486
65	5.69	5.56706822114209	0.117251925737089	5.69567985312083	-0.122931778857915
66	5.53	5.29829872932698	0.106816127394537	5.65488514327848	-0.231701270673016
67	5.71	5.72102925857119	0.0848803079926761	5.61409043343613	0.0110292585711926
68	5.6	5.63140554558557	0.0111279156919163	5.55746653872251	0.0314055455855717
69	5.73	5.95728179542917	0.00187556056194014	5.50084264400889	0.227281795429167
70	5.6	5.85089977055574	-0.0817781113212945	5.43087834076556	0.250899770555739
71	5.41	5.62001773298019	-0.160931770502407	5.36091403752222	0.210017732980189
72	5.13	5.15519205220257	-0.171102649023938	5.27591059682137	0.025192052202569
73	5	4.91282674736383	-0.103733903484352	5.19090715612052	-0.0871732526361679
74	5.04	4.95229884722698	0.0460126340807485	5.08168851869227	-0.0877011527730236
75	5.1	5.1633928022321	0.0641373165038713	4.97246988126403	0.0633928022320971
76	4.96	4.97837470358403	0.0854446145221157	4.85618068189385	0.0183747035840298
77	4.9	4.94285659173923	0.117251925737089	4.73989148252368	0.0428565917392332
78	4.8	4.85468832041303	0.106816127394537	4.63849555219243	0.0546883204130282
79	4.48	4.33802007014613	0.0848803079926761	4.53709962186119	-0.141979929853866
80	4.29	4.11509059017167	0.0111279156919163	4.45378149413641	-0.17490940982833
81	4.27	4.16766107302642	0.00187556056194014	4.37046336641164	-0.102338926973577
82	4.18	4.12279974859034	-0.0817781113212945	4.31897836273095	-0.0572002514096557
83	4.02	3.93343841145214	-0.160931770502407	4.26749335905026	-0.0865615885478563
84	3.82	3.53463974597893	-0.171102649023938	4.276462903045	-0.285360254021067
85	4.13	4.07830145644461	-0.103733903484352	4.28543244703975	-0.0516985435553945
86	4.16	3.91566368707856	0.0460126340807485	4.35832367884069	-0.244336312921436
87	3.98	3.4646477728545	0.0641373165038713	4.43121491064163	-0.5153522271455
88	4.26	3.88519784295095	0.0854446145221157	4.54935754252694	-0.374802157049053
89	4.7	4.61524789985067	0.117251925737089	4.66750017441225	-0.0847521001493341
90	4.96	5.0010085265641	0.106816127394537	4.81217534604137	0.041008526564096
91	5.13	5.21826917433684	0.0848803079926761	4.95685051767049	0.0882691743368351
92	5.35	5.59566360916188	0.0111279156919163	5.0932084751462	0.245663609161883
93	5.41	5.58855800681615	0.00187556056194014	5.22956643262191	0.178558006816148
94	5.42	5.59435716383293	-0.0817781113212945	5.32742094748837	0.174357163832926
95	5.51	5.75565630814758	-0.160931770502407	5.42527546235483	0.245656308147581
96	5.75	6.19694519071806	-0.171102649023938	5.47415745830587	0.446945190718065
97	5.67	5.92069444922743	-0.103733903484352	5.52303945425692	0.250694449227431
98	5.46	5.33625360629212	0.0460126340807485	5.53773375962713	-0.123746393707878
99	5.56	5.50343461849879	0.0641373165038713	5.55242806499734	-0.0565653815012102
100	5.56	5.49351714716325	0.0854446145221157	5.54103823831463	-0.0664828528367485
101	5.54	5.43309966263098	0.117251925737089	5.52964841163193	-0.106900337369016
102	5.53	5.45362627028679	0.106816127394537	5.49955760231867	-0.0763737297132101
103	5.65	5.7456528990019	0.0848803079926761	5.46946679300542	0.0956528990019043
104	5.58	5.70987595442824	0.0111279156919163	5.43899612987984	0.129875954428244
105	5.57	5.7295989726838	0.00187556056194014	5.40852546675426	0.1595989726838
106	5.36	5.41973448187057	-0.0817781113212945	5.38204362945072	0.0597344818705707
107	5.23	5.26536997835522	-0.160931770502407	5.35556179214719	0.0353699783552202
108	5.11	5.0729826917198	-0.171102649023938	5.31811995730414	-0.0370173082802028
109	5.07	4.96305578102326	-0.103733903484352	5.2806781224611	-0.106944218976745
110	5.04	4.80505415898188	0.0460126340807485	5.22893320693737	-0.234945841018121
111	5.34	5.43867439208248	0.0641373165038713	5.17718829141365	0.0986743920824811
112	5.43	5.6382103938894	0.0854446145221157	5.13634499158848	0.2082103938894
113	5.31	5.40724638249959	0.117251925737089	5.09550169176332	0.0972463824995904
114	5.12	5.05029551518968	0.106816127394537	5.08288835741578	-0.0697044848103214
115	4.97	4.78484466893908	0.0848803079926761	5.07027502306825	-0.185155331060924
116	5	4.9153713058411	0.0111279156919163	5.07350077846698	-0.084628694158897
117	4.64	4.20139790557235	0.00187556056194014	5.07672653386571	-0.438602094427655
118	4.8	4.60414318808052	-0.0817781113212945	5.07763492324077	-0.195856811919477
119	5.1	5.28238845788658	-0.160931770502407	5.07854331261583	0.18238845788658
120	5.11	5.32040361914604	-0.171102649023938	5.0706990298779	0.210403619146038
121	5.12	5.28087915634438	-0.103733903484352	5.06285474713998	0.160879156344376
122	5.36	5.63632269836925	0.0460126340807485	5.03766466755	0.276322698369252
123	5.26	5.4433880955361	0.0641373165038713	5.01247458796002	0.183388095536104
124	5.27	5.49490072810734	0.0854446145221157	4.95965465737054	0.224900728107343
125	5.1	5.17591334748185	0.117251925737089	4.90683472678106	0.075913347481853
126	4.94	4.95414644723548	0.106816127394537	4.81903742536999	0.0141464472354755
127	4.68	4.54387956804841	0.0848803079926761	4.73124012395892	-0.136120431951594
128	4.41	4.18211518107249	0.0111279156919163	4.6267569032356	-0.227884818927515
129	4.6	4.67585075692578	0.00187556056194014	4.52227368251228	0.0758507569257798
130	4.53	4.72254295435067	-0.0817781113212945	4.41923515697062	0.192542954350674
131	4.18	4.20473513907345	-0.160931770502407	4.31619663142896	0.0247351390734467
132	4	3.93382994924766	-0.171102649023938	4.23727269977628	-0.0661700507523397
133	3.87	3.68538513536076	-0.103733903484352	4.1583487681236	-0.184614864639244
134	4.09	4.02153905746962	0.0460126340807485	4.11244830844963	-0.0684609425303799
135	4.13	4.12931483472046	0.0641373165038713	4.06654784877567	-0.000685165279537436
136	3.74	3.33936482910372	0.0854446145221157	4.05519055637417	-0.400635170896285
137	3.81	3.45891481029024	0.117251925737089	4.04383326397267	-0.351085189709763
138	4.11	4.05547256208899	0.106816127394537	4.05771131051648	-0.0545274379110126
139	4.14	4.12353033494704	0.0848803079926761	4.07158935706028	-0.0164696650529548
140	3.99	3.87372925029145	0.0111279156919163	4.09514283401664	-0.116270749708551
141	4.28	4.43942812846507	0.00187556056194014	4.11869631097299	0.159428128465068
142	4.37	4.67411652288169	-0.0817781113212945	4.14766158843961	0.304116522881689
143	4.24	4.46430490459619	-0.160931770502407	4.17662686590622	0.224304904596187
144	4.19	4.35717642034887	-0.171102649023938	4.19392622867507	0.167176420348865
145	4.01	3.91250831204042	-0.103733903484352	4.21122559144393	-0.0974916879595753
146	3.95	3.65421300502533	0.0460126340807485	4.19977436089392	-0.295786994974671
147	4.3	4.34753955315221	0.0641373165038713	4.18832313034392	0.0475395531522089
148	4.37	4.50051884691783	0.0854446145221157	4.15403653856005	0.130518846917833
149	4.4	4.56299812748673	0.117251925737089	4.11974994677618	0.162998127486727
150	4.29	4.39364666604101	0.106816127394537	4.07953720656445	0.103646666041012
151	4.12	4.11579522565461	0.0848803079926761	4.03932446635272	-0.00420477434539457
152	4.07	4.13942740116794	0.0111279156919163	3.98944468314014	0.0694274011679408
153	3.93	3.91855953951049	0.00187556056194014	3.93956489992757	-0.0114404604895082
154	3.79	3.79862955798146	-0.0817781113212945	3.86314855333984	0.00862955798145881
155	3.67	3.7141995637503	-0.160931770502407	3.7867322067521	0.0441995637503032
156	3.53	3.53209760140067	-0.171102649023938	3.69900504762327	0.00209760140066884
157	3.69	3.87245601498992	-0.103733903484352	3.61127788849443	0.182456014989918
158	3.69	3.79490213186051	0.0460126340807485	3.53908523405874	0.104902131860513
159	3.48	3.42897010387309	0.0641373165038713	3.46689257962304	-0.0510298961269142
160	3.31	3.11130887163156	0.0854446145221157	3.42324651384633	-0.198691128368442
161	3.16	2.8231476261933	0.117251925737089	3.37960044806961	-0.336852373806699
162	3.25	3.02582022698552	0.106816127394537	3.36736364561995	-0.224179773014484
163	3.14	2.83999284883704	0.0848803079926761	3.35512684317029	-0.300007151162962
164	3.19	2.98857109093111	0.0111279156919163	3.38030099337697	-0.201428909068888
165	3.43	3.4526492958544	0.00187556056194014	3.40547514358366	0.0226492958544031
166	3.45	3.51592167236609	-0.0817781113212945	3.4658564389552	0.0659216723660934
167	3.31	3.25469403617566	-0.160931770502407	3.52623773432675	-0.0553059638243392
168	3.51	3.59924271498969	-0.171102649023938	3.59185993403425	0.0892427149896875
169	3.53	3.5062517697426	-0.103733903484352	3.65748213374175	-0.0237482302574032
170	3.83	3.91012137874316	0.0460126340807485	3.70386598717609	0.0801213787431618
171	4.02	4.2256128428857	0.0641373165038713	3.75024984061042	0.205612842885704
172	3.99	4.10943042819094	0.0854446145221157	3.78512495728694	0.11943042819094
173	4.11	4.28274800029945	0.117251925737089	3.82000007396346	0.172748000299446
174	3.96	3.95766602561962	0.106816127394537	3.85551784698584	-0.00233397438038141
175	3.83	3.6840840719991	0.0848803079926761	3.89103562000823	-0.145915928000901
176	3.71	3.48664215312962	0.0111279156919163	3.92222993117846	-0.223357846870379
177	3.81	3.66470019708936	0.00187556056194014	3.9534242423487	-0.145299802910641
178	3.73	3.55138659998943	-0.0817781113212945	3.99039151133186	-0.17861340001057
179	3.99	4.11357299018738	-0.160931770502407	4.02735878031503	0.123572990187379
180	4.17	4.43259165836996	-0.171102649023938	4.07851099065398	0.262591658369959
181	4	3.97407070249142	-0.103733903484352	4.12966320099293	-0.0259292975085783
182	4.1	3.97079229832081	0.0460126340807485	4.18319506759844	-0.129207701679189
183	4.24	4.17913574929218	0.0641373165038713	4.23672693420395	-0.0608642507078212
184	4.45	4.53760457139685	0.0854446145221157	4.27695081408103	0.0876045713968514
185	4.62	4.80557338030479	0.117251925737089	4.31717469395812	0.185573380304794
186	4.49	4.53395209558386	0.106816127394537	4.3392317770216	0.0439520955838626
187	4.45	4.45383083192224	0.0848803079926761	4.36128886008508	0.0038308319222411
188	4.49	4.59552424116291	0.0111279156919163	4.37334784314517	0.105524241162914
189	4.36	4.3327176132328	0.00187556056194014	4.38540682620526	-0.0272823867671974
190	4.32	4.32374734073042	-0.0817781113212945	4.39803077059088	0.00374734073041605
191	4.45	4.65027705552591	-0.160931770502407	4.4106547149765	0.200277055525906
192	4.13	4.00706482822182	-0.171102649023938	4.42403782080212	-0.122935171778184
193	4.14	3.94631297685661	-0.103733903484352	4.43742092662774	-0.193687023143393
194	4.3	4.11698937538849	0.0460126340807485	4.43699799053076	-0.183010624611508
195	4.42	4.33928762906235	0.0641373165038713	4.43657505443377	-0.0807123709376452
196	4.67	4.83599823550439	0.0854446145221157	4.41855714997349	0.165998235504393
197	4.96	5.4022088287497	0.117251925737089	4.40053924551321	0.442208828749703
198	4.73	4.9773378974009	0.106816127394537	4.37584597520456	0.247337897400899
199	4.52	4.6039669871114	0.0848803079926761	4.35115270489592	0.0839669871114026
200	4.36	4.4043314373145	0.0111279156919163	4.30454064699359	0.0443314373144972
201	4.15	4.04019585034681	0.00187556056194014	4.25792858909125	-0.109804149653192
202	3.92	3.74325375764185	-0.0817781113212945	4.17852435367944	-0.176746242358147
203	3.88	3.82181165223477	-0.160931770502407	4.09912011826763	-0.058188347765225
204	4.2	4.5642923718012	-0.171102649023938	4.00681027722273	0.364292371801204
205	3.95	4.08923346730652	-0.103733903484352	3.91450043617784	0.139233467306515
206	3.78	3.68354796050152	0.0460126340807485	3.83043940541773	-0.0964520394984811
207	3.69	3.5694843088385	0.0641373165038713	3.74637837465763	-0.120515691161499
208	3.77	3.78709844659289	0.0854446145221157	3.667456938885	0.0170984465928892
209	3.66	3.61421257115055	0.117251925737089	3.58853550311236	-0.0457874288494513
210	3.53	3.4267094850248	0.106816127394537	3.52647438758067	-0.103290514975203
211	3.5	3.45070641995835	0.0848803079926761	3.46441327204897	-0.0492935800416459
212	3.14	2.81717172902271	0.0111279156919163	3.45170035528537	-0.322828270977289
213	3.42	3.39913700091628	0.00187556056194014	3.43898743852177	-0.020862999083715
214	3.3	3.20629484270713	-0.0817781113212945	3.47548326861417	-0.0937051572928715
215	2.81	2.26895267179585	-0.160931770502407	3.51197909870656	-0.541047328204151
216	3.15	2.89358498838494	-0.171102649023938	3.57751766063899	-0.256415011615057
217	3.37	3.20067768091292	-0.103733903484352	3.64305622257143	-0.169322319087079
218	4.05	4.32924269281708	0.0460126340807485	3.72474467310217	0.279242692817077
219	4	4.12942955986321	0.0641373165038713	3.80643312363292	0.129429559863211
220	4.2	4.42631973616961	0.0854446145221157	3.88823564930827	0.22631973616961
221	4.21	4.33270989927928	0.117251925737089	3.97003817498363	0.12270989927928
222	4.24	4.33614383405965	0.106816127394537	4.03704003854581	0.0961438340596503
223	4.24	4.29107778989933	0.0848803079926761	4.104041902108	0.0510777898993284
224	4.17	4.18664115264994	0.0111279156919163	4.14223093165814	0.016641152649945
225	4.12	4.05770447822978	0.00187556056194014	4.18041996120828	-0.0622955217702206
226	4.35	4.6108554314968	-0.0817781113212945	4.17092267982449	0.260855431496805
227	3.98	3.95950637206171	-0.160931770502407	4.1614253984407	-0.0204936279382899
228	3.62	3.30796669727888	-0.171102649023938	4.10313595174506	-0.312033302721122
229	4.39	4.83888739843493	-0.103733903484352	4.04484650504942	0.448887398434929
230	5.01	6.0240320956777	0.0460126340807485	3.94995527024155	1.0140320956777
231	4.07	4.22079864806246	0.0641373165038713	3.85506403543367	0.150798648062457
232	3.7	3.59203171541319	0.0854446145221157	3.7225236700647	-0.107968284586812
233	3.59	3.47276476956719	0.117251925737089	3.58998330469572	-0.117235230432811
234	3.44	3.32849940803457	0.106816127394537	3.4446844645709	-0.111500591965433
235	3.33	3.27573406756125	0.0848803079926761	3.29938562444607	-0.0542659324387462
236	2.98	2.79777811776532	0.0111279156919163	3.15109396654277	-0.182221882234685
237	3.14	3.27532213079859	0.00187556056194014	3.00280230863947	0.135322130798594
238	2.55	2.32860060508407	-0.0817781113212945	2.85317750623722	-0.221399394915927
239	2.49	2.43737906666743	-0.160931770502407	2.70355270383498	-0.0526209333325691
240	2.53	2.67641424340141	-0.171102649023938	2.55468840562252	0.146414243401414
241	2.43	2.55790979607428	-0.103733903484352	2.40582410741007	0.12790979607428

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Time Series Components \tabularnewline
t & Observed & Fitted & Seasonal & Trend & Remainder \tabularnewline
1 & 8.64 & 8.29539849855096 & -0.103733903484352 & 9.08833540493339 & -0.34460150144904 \tabularnewline
2 & 8.89 & 8.74314118430725 & 0.0460126340807485 & 8.99084618161201 & -0.146858815692754 \tabularnewline
3 & 8.87 & 8.78250572520551 & 0.0641373165038713 & 8.89335695829062 & -0.0874942747944907 \tabularnewline
4 & 8.81 & 8.74575221570911 & 0.0854446145221157 & 8.78880316976878 & -0.0642477842908917 \tabularnewline
5 & 8.87 & 8.93849869301597 & 0.117251925737089 & 8.68424938124694 & 0.0684986930159734 \tabularnewline
6 & 9.06 & 9.437470027433 & 0.106816127394537 & 8.57571384517246 & 0.377470027433002 \tabularnewline
7 & 9.12 & 9.68794138290933 & 0.0848803079926761 & 8.46717830909799 & 0.567941382909332 \tabularnewline
8 & 8.66 & 8.95026616380003 & 0.0111279156919163 & 8.35860592050805 & 0.290266163800029 \tabularnewline
9 & 8.17 & 8.08809090751994 & 0.00187556056194014 & 8.25003353191812 & -0.0819090924800605 \tabularnewline
10 & 8.04 & 8.04793554956 & -0.0817781113212945 & 8.11384256176129 & 0.00793554956000264 \tabularnewline
11 & 7.71 & 7.60328017889794 & -0.160931770502407 & 7.97765159160446 & -0.106719821102058 \tabularnewline
12 & 7.55 & 7.45038188884424 & -0.171102649023938 & 7.8207207601797 & -0.0996181111557624 \tabularnewline
13 & 7.52 & 7.47994397472942 & -0.103733903484352 & 7.66378992875493 & -0.0400560252705837 \tabularnewline
14 & 7.38 & 7.17946271685137 & 0.0460126340807485 & 7.53452464906788 & -0.200537283148629 \tabularnewline
15 & 7.52 & 7.5706033141153 & 0.0641373165038713 & 7.40525936938082 & 0.0506033141153033 \tabularnewline
16 & 7.31 & 7.22845281182669 & 0.0854446145221157 & 7.30610257365119 & -0.0815471881733068 \tabularnewline
17 & 6.92 & 6.51580229634135 & 0.117251925737089 & 7.20694577792156 & -0.404197703658646 \tabularnewline
18 & 7.09 & 6.94265168326586 & 0.106816127394537 & 7.1305321893396 & -0.147348316734141 \tabularnewline
19 & 7.05 & 6.96100109124967 & 0.0848803079926761 & 7.05411860075765 & -0.0889989087503285 \tabularnewline
20 & 7.37 & 7.70413878121371 & 0.0111279156919163 & 7.02473330309438 & 0.334138781213707 \tabularnewline
21 & 7.05 & 7.10277643400696 & 0.00187556056194014 & 6.9953480054311 & 0.052776434006959 \tabularnewline
22 & 6.79 & 6.63543030490932 & -0.0817781113212945 & 7.02634780641198 & -0.154569695090681 \tabularnewline
23 & 6.35 & 5.80358416310956 & -0.160931770502407 & 7.05734760739285 & -0.546415836890445 \tabularnewline
24 & 6.44 & 5.91370121576658 & -0.171102649023938 & 7.13740143325736 & -0.526298784233421 \tabularnewline
25 & 6.89 & 6.66627864436248 & -0.103733903484352 & 7.21745525912187 & -0.223721355637517 \tabularnewline
26 & 7.16 & 6.94015648008014 & 0.0460126340807485 & 7.33383088583911 & -0.219843519919862 \tabularnewline
27 & 7.46 & 7.40565617093977 & 0.0641373165038713 & 7.45020651255636 & -0.0543438290602296 \tabularnewline
28 & 7.91 & 8.13942702321186 & 0.0854446145221157 & 7.59512836226602 & 0.229427023211863 \tabularnewline
29 & 7.86 & 7.86269786228723 & 0.117251925737089 & 7.74005021197569 & 0.00269786228722602 \tabularnewline
30 & 8.02 & 8.0575734414598 & 0.106816127394537 & 7.87561043114566 & 0.0375734414597986 \tabularnewline
31 & 8.38 & 8.66394904169168 & 0.0848803079926761 & 8.01117065031564 & 0.283949041691681 \tabularnewline
32 & 8.5 & 8.9066054259095 & 0.0111279156919163 & 8.08226665839859 & 0.406605425909495 \tabularnewline
33 & 8.4 & 8.64476177295653 & 0.00187556056194014 & 8.15336266648153 & 0.244761772956526 \tabularnewline
34 & 8.24 & 8.42011026509983 & -0.0817781113212945 & 8.14166784622147 & 0.180110265099826 \tabularnewline
35 & 8.33 & 8.690958744541 & -0.160931770502407 & 8.12997302596141 & 0.360958744541 \tabularnewline
36 & 8.28 & 8.67918596167972 & -0.171102649023938 & 8.05191668734422 & 0.39918596167972 \tabularnewline
37 & 8.15 & 8.42987355475733 & -0.103733903484352 & 7.97386034872703 & 0.279873554757327 \tabularnewline
38 & 8.06 & 8.21830766743553 & 0.0460126340807485 & 7.85567969848372 & 0.158307667435529 \tabularnewline
39 & 7.79 & 7.77836363525571 & 0.0641373165038713 & 7.73749904824042 & -0.0116363647442927 \tabularnewline
40 & 7.28 & 6.87219200911412 & 0.0854446145221157 & 7.60236337636377 & -0.407807990885883 \tabularnewline
41 & 7.52 & 7.4555203697758 & 0.117251925737089 & 7.46722770448711 & -0.0644796302242039 \tabularnewline
42 & 7.23 & 7.01553213828743 & 0.106816127394537 & 7.33765173431803 & -0.214467861712571 \tabularnewline
43 & 7.13 & 6.96704392785837 & 0.0848803079926761 & 7.20807576414895 & -0.16295607214163 \tabularnewline
44 & 7.21 & 7.30270692255654 & 0.0111279156919163 & 7.10616516175154 & 0.0927069225565429 \tabularnewline
45 & 6.99 & 6.97386988008393 & 0.00187556056194014 & 7.00425455935413 & -0.0161301199160668 \tabularnewline
46 & 6.77 & 6.68981743236835 & -0.0817781113212945 & 6.93196067895295 & -0.0801825676316517 \tabularnewline
47 & 6.69 & 6.68126497195064 & -0.160931770502407 & 6.85966679855176 & -0.00873502804935722 \tabularnewline
48 & 6.39 & 6.15180752072076 & -0.171102649023938 & 6.79929512830318 & -0.238192479279239 \tabularnewline
49 & 6.85 & 7.06481044542976 & -0.103733903484352 & 6.73892345805459 & 0.214810445429761 \tabularnewline
50 & 6.74 & 6.75940687103496 & 0.0460126340807485 & 6.67458049488429 & 0.0194068710349606 \tabularnewline
51 & 6.56 & 6.44562515178214 & 0.0641373165038713 & 6.61023753171399 & -0.114374848217863 \tabularnewline
52 & 6.62 & 6.61467888204005 & 0.0854446145221157 & 6.53987650343783 & -0.00532111795994883 \tabularnewline
53 & 6.71 & 6.83323259910124 & 0.117251925737089 & 6.46951547516167 & 0.123232599101236 \tabularnewline
54 & 6.67 & 6.83985926353828 & 0.106816127394537 & 6.39332460906719 & 0.169859263538275 \tabularnewline
55 & 6.54 & 6.67798594903462 & 0.0848803079926761 & 6.3171337429727 & 0.137985949034624 \tabularnewline
56 & 6.14 & 6.02900855019442 & 0.0111279156919163 & 6.23986353411367 & -0.110991449805584 \tabularnewline
57 & 6.13 & 6.09553111418342 & 0.00187556056194014 & 6.16259332525463 & -0.0344688858165751 \tabularnewline
58 & 5.86 & 5.71367816682506 & -0.0817781113212945 & 6.08809994449623 & -0.146321833174937 \tabularnewline
59 & 5.88 & 5.90732520676458 & -0.160931770502407 & 6.01360656373783 & 0.0273252067645773 \tabularnewline
60 & 5.75 & 5.72887323243303 & -0.171102649023938 & 5.9422294165909 & -0.0211267675669653 \tabularnewline
61 & 5.53 & 5.29288163404037 & -0.103733903484352 & 5.87085226944398 & -0.237118365959627 \tabularnewline
62 & 5.86 & 5.85548246936428 & 0.0460126340807485 & 5.81850489655497 & -0.0045175306357228 \tabularnewline
63 & 5.9 & 5.96970515983016 & 0.0641373165038713 & 5.76615752366597 & 0.0697051598301588 \tabularnewline
64 & 5.95 & 6.08363669708449 & 0.0854446145221157 & 5.7309186883934 & 0.133636697084486 \tabularnewline
65 & 5.69 & 5.56706822114209 & 0.117251925737089 & 5.69567985312083 & -0.122931778857915 \tabularnewline
66 & 5.53 & 5.29829872932698 & 0.106816127394537 & 5.65488514327848 & -0.231701270673016 \tabularnewline
67 & 5.71 & 5.72102925857119 & 0.0848803079926761 & 5.61409043343613 & 0.0110292585711926 \tabularnewline
68 & 5.6 & 5.63140554558557 & 0.0111279156919163 & 5.55746653872251 & 0.0314055455855717 \tabularnewline
69 & 5.73 & 5.95728179542917 & 0.00187556056194014 & 5.50084264400889 & 0.227281795429167 \tabularnewline
70 & 5.6 & 5.85089977055574 & -0.0817781113212945 & 5.43087834076556 & 0.250899770555739 \tabularnewline
71 & 5.41 & 5.62001773298019 & -0.160931770502407 & 5.36091403752222 & 0.210017732980189 \tabularnewline
72 & 5.13 & 5.15519205220257 & -0.171102649023938 & 5.27591059682137 & 0.025192052202569 \tabularnewline
73 & 5 & 4.91282674736383 & -0.103733903484352 & 5.19090715612052 & -0.0871732526361679 \tabularnewline
74 & 5.04 & 4.95229884722698 & 0.0460126340807485 & 5.08168851869227 & -0.0877011527730236 \tabularnewline
75 & 5.1 & 5.1633928022321 & 0.0641373165038713 & 4.97246988126403 & 0.0633928022320971 \tabularnewline
76 & 4.96 & 4.97837470358403 & 0.0854446145221157 & 4.85618068189385 & 0.0183747035840298 \tabularnewline
77 & 4.9 & 4.94285659173923 & 0.117251925737089 & 4.73989148252368 & 0.0428565917392332 \tabularnewline
78 & 4.8 & 4.85468832041303 & 0.106816127394537 & 4.63849555219243 & 0.0546883204130282 \tabularnewline
79 & 4.48 & 4.33802007014613 & 0.0848803079926761 & 4.53709962186119 & -0.141979929853866 \tabularnewline
80 & 4.29 & 4.11509059017167 & 0.0111279156919163 & 4.45378149413641 & -0.17490940982833 \tabularnewline
81 & 4.27 & 4.16766107302642 & 0.00187556056194014 & 4.37046336641164 & -0.102338926973577 \tabularnewline
82 & 4.18 & 4.12279974859034 & -0.0817781113212945 & 4.31897836273095 & -0.0572002514096557 \tabularnewline
83 & 4.02 & 3.93343841145214 & -0.160931770502407 & 4.26749335905026 & -0.0865615885478563 \tabularnewline
84 & 3.82 & 3.53463974597893 & -0.171102649023938 & 4.276462903045 & -0.285360254021067 \tabularnewline
85 & 4.13 & 4.07830145644461 & -0.103733903484352 & 4.28543244703975 & -0.0516985435553945 \tabularnewline
86 & 4.16 & 3.91566368707856 & 0.0460126340807485 & 4.35832367884069 & -0.244336312921436 \tabularnewline
87 & 3.98 & 3.4646477728545 & 0.0641373165038713 & 4.43121491064163 & -0.5153522271455 \tabularnewline
88 & 4.26 & 3.88519784295095 & 0.0854446145221157 & 4.54935754252694 & -0.374802157049053 \tabularnewline
89 & 4.7 & 4.61524789985067 & 0.117251925737089 & 4.66750017441225 & -0.0847521001493341 \tabularnewline
90 & 4.96 & 5.0010085265641 & 0.106816127394537 & 4.81217534604137 & 0.041008526564096 \tabularnewline
91 & 5.13 & 5.21826917433684 & 0.0848803079926761 & 4.95685051767049 & 0.0882691743368351 \tabularnewline
92 & 5.35 & 5.59566360916188 & 0.0111279156919163 & 5.0932084751462 & 0.245663609161883 \tabularnewline
93 & 5.41 & 5.58855800681615 & 0.00187556056194014 & 5.22956643262191 & 0.178558006816148 \tabularnewline
94 & 5.42 & 5.59435716383293 & -0.0817781113212945 & 5.32742094748837 & 0.174357163832926 \tabularnewline
95 & 5.51 & 5.75565630814758 & -0.160931770502407 & 5.42527546235483 & 0.245656308147581 \tabularnewline
96 & 5.75 & 6.19694519071806 & -0.171102649023938 & 5.47415745830587 & 0.446945190718065 \tabularnewline
97 & 5.67 & 5.92069444922743 & -0.103733903484352 & 5.52303945425692 & 0.250694449227431 \tabularnewline
98 & 5.46 & 5.33625360629212 & 0.0460126340807485 & 5.53773375962713 & -0.123746393707878 \tabularnewline
99 & 5.56 & 5.50343461849879 & 0.0641373165038713 & 5.55242806499734 & -0.0565653815012102 \tabularnewline
100 & 5.56 & 5.49351714716325 & 0.0854446145221157 & 5.54103823831463 & -0.0664828528367485 \tabularnewline
101 & 5.54 & 5.43309966263098 & 0.117251925737089 & 5.52964841163193 & -0.106900337369016 \tabularnewline
102 & 5.53 & 5.45362627028679 & 0.106816127394537 & 5.49955760231867 & -0.0763737297132101 \tabularnewline
103 & 5.65 & 5.7456528990019 & 0.0848803079926761 & 5.46946679300542 & 0.0956528990019043 \tabularnewline
104 & 5.58 & 5.70987595442824 & 0.0111279156919163 & 5.43899612987984 & 0.129875954428244 \tabularnewline
105 & 5.57 & 5.7295989726838 & 0.00187556056194014 & 5.40852546675426 & 0.1595989726838 \tabularnewline
106 & 5.36 & 5.41973448187057 & -0.0817781113212945 & 5.38204362945072 & 0.0597344818705707 \tabularnewline
107 & 5.23 & 5.26536997835522 & -0.160931770502407 & 5.35556179214719 & 0.0353699783552202 \tabularnewline
108 & 5.11 & 5.0729826917198 & -0.171102649023938 & 5.31811995730414 & -0.0370173082802028 \tabularnewline
109 & 5.07 & 4.96305578102326 & -0.103733903484352 & 5.2806781224611 & -0.106944218976745 \tabularnewline
110 & 5.04 & 4.80505415898188 & 0.0460126340807485 & 5.22893320693737 & -0.234945841018121 \tabularnewline
111 & 5.34 & 5.43867439208248 & 0.0641373165038713 & 5.17718829141365 & 0.0986743920824811 \tabularnewline
112 & 5.43 & 5.6382103938894 & 0.0854446145221157 & 5.13634499158848 & 0.2082103938894 \tabularnewline
113 & 5.31 & 5.40724638249959 & 0.117251925737089 & 5.09550169176332 & 0.0972463824995904 \tabularnewline
114 & 5.12 & 5.05029551518968 & 0.106816127394537 & 5.08288835741578 & -0.0697044848103214 \tabularnewline
115 & 4.97 & 4.78484466893908 & 0.0848803079926761 & 5.07027502306825 & -0.185155331060924 \tabularnewline
116 & 5 & 4.9153713058411 & 0.0111279156919163 & 5.07350077846698 & -0.084628694158897 \tabularnewline
117 & 4.64 & 4.20139790557235 & 0.00187556056194014 & 5.07672653386571 & -0.438602094427655 \tabularnewline
118 & 4.8 & 4.60414318808052 & -0.0817781113212945 & 5.07763492324077 & -0.195856811919477 \tabularnewline
119 & 5.1 & 5.28238845788658 & -0.160931770502407 & 5.07854331261583 & 0.18238845788658 \tabularnewline
120 & 5.11 & 5.32040361914604 & -0.171102649023938 & 5.0706990298779 & 0.210403619146038 \tabularnewline
121 & 5.12 & 5.28087915634438 & -0.103733903484352 & 5.06285474713998 & 0.160879156344376 \tabularnewline
122 & 5.36 & 5.63632269836925 & 0.0460126340807485 & 5.03766466755 & 0.276322698369252 \tabularnewline
123 & 5.26 & 5.4433880955361 & 0.0641373165038713 & 5.01247458796002 & 0.183388095536104 \tabularnewline
124 & 5.27 & 5.49490072810734 & 0.0854446145221157 & 4.95965465737054 & 0.224900728107343 \tabularnewline
125 & 5.1 & 5.17591334748185 & 0.117251925737089 & 4.90683472678106 & 0.075913347481853 \tabularnewline
126 & 4.94 & 4.95414644723548 & 0.106816127394537 & 4.81903742536999 & 0.0141464472354755 \tabularnewline
127 & 4.68 & 4.54387956804841 & 0.0848803079926761 & 4.73124012395892 & -0.136120431951594 \tabularnewline
128 & 4.41 & 4.18211518107249 & 0.0111279156919163 & 4.6267569032356 & -0.227884818927515 \tabularnewline
129 & 4.6 & 4.67585075692578 & 0.00187556056194014 & 4.52227368251228 & 0.0758507569257798 \tabularnewline
130 & 4.53 & 4.72254295435067 & -0.0817781113212945 & 4.41923515697062 & 0.192542954350674 \tabularnewline
131 & 4.18 & 4.20473513907345 & -0.160931770502407 & 4.31619663142896 & 0.0247351390734467 \tabularnewline
132 & 4 & 3.93382994924766 & -0.171102649023938 & 4.23727269977628 & -0.0661700507523397 \tabularnewline
133 & 3.87 & 3.68538513536076 & -0.103733903484352 & 4.1583487681236 & -0.184614864639244 \tabularnewline
134 & 4.09 & 4.02153905746962 & 0.0460126340807485 & 4.11244830844963 & -0.0684609425303799 \tabularnewline
135 & 4.13 & 4.12931483472046 & 0.0641373165038713 & 4.06654784877567 & -0.000685165279537436 \tabularnewline
136 & 3.74 & 3.33936482910372 & 0.0854446145221157 & 4.05519055637417 & -0.400635170896285 \tabularnewline
137 & 3.81 & 3.45891481029024 & 0.117251925737089 & 4.04383326397267 & -0.351085189709763 \tabularnewline
138 & 4.11 & 4.05547256208899 & 0.106816127394537 & 4.05771131051648 & -0.0545274379110126 \tabularnewline
139 & 4.14 & 4.12353033494704 & 0.0848803079926761 & 4.07158935706028 & -0.0164696650529548 \tabularnewline
140 & 3.99 & 3.87372925029145 & 0.0111279156919163 & 4.09514283401664 & -0.116270749708551 \tabularnewline
141 & 4.28 & 4.43942812846507 & 0.00187556056194014 & 4.11869631097299 & 0.159428128465068 \tabularnewline
142 & 4.37 & 4.67411652288169 & -0.0817781113212945 & 4.14766158843961 & 0.304116522881689 \tabularnewline
143 & 4.24 & 4.46430490459619 & -0.160931770502407 & 4.17662686590622 & 0.224304904596187 \tabularnewline
144 & 4.19 & 4.35717642034887 & -0.171102649023938 & 4.19392622867507 & 0.167176420348865 \tabularnewline
145 & 4.01 & 3.91250831204042 & -0.103733903484352 & 4.21122559144393 & -0.0974916879595753 \tabularnewline
146 & 3.95 & 3.65421300502533 & 0.0460126340807485 & 4.19977436089392 & -0.295786994974671 \tabularnewline
147 & 4.3 & 4.34753955315221 & 0.0641373165038713 & 4.18832313034392 & 0.0475395531522089 \tabularnewline
148 & 4.37 & 4.50051884691783 & 0.0854446145221157 & 4.15403653856005 & 0.130518846917833 \tabularnewline
149 & 4.4 & 4.56299812748673 & 0.117251925737089 & 4.11974994677618 & 0.162998127486727 \tabularnewline
150 & 4.29 & 4.39364666604101 & 0.106816127394537 & 4.07953720656445 & 0.103646666041012 \tabularnewline
151 & 4.12 & 4.11579522565461 & 0.0848803079926761 & 4.03932446635272 & -0.00420477434539457 \tabularnewline
152 & 4.07 & 4.13942740116794 & 0.0111279156919163 & 3.98944468314014 & 0.0694274011679408 \tabularnewline
153 & 3.93 & 3.91855953951049 & 0.00187556056194014 & 3.93956489992757 & -0.0114404604895082 \tabularnewline
154 & 3.79 & 3.79862955798146 & -0.0817781113212945 & 3.86314855333984 & 0.00862955798145881 \tabularnewline
155 & 3.67 & 3.7141995637503 & -0.160931770502407 & 3.7867322067521 & 0.0441995637503032 \tabularnewline
156 & 3.53 & 3.53209760140067 & -0.171102649023938 & 3.69900504762327 & 0.00209760140066884 \tabularnewline
157 & 3.69 & 3.87245601498992 & -0.103733903484352 & 3.61127788849443 & 0.182456014989918 \tabularnewline
158 & 3.69 & 3.79490213186051 & 0.0460126340807485 & 3.53908523405874 & 0.104902131860513 \tabularnewline
159 & 3.48 & 3.42897010387309 & 0.0641373165038713 & 3.46689257962304 & -0.0510298961269142 \tabularnewline
160 & 3.31 & 3.11130887163156 & 0.0854446145221157 & 3.42324651384633 & -0.198691128368442 \tabularnewline
161 & 3.16 & 2.8231476261933 & 0.117251925737089 & 3.37960044806961 & -0.336852373806699 \tabularnewline
162 & 3.25 & 3.02582022698552 & 0.106816127394537 & 3.36736364561995 & -0.224179773014484 \tabularnewline
163 & 3.14 & 2.83999284883704 & 0.0848803079926761 & 3.35512684317029 & -0.300007151162962 \tabularnewline
164 & 3.19 & 2.98857109093111 & 0.0111279156919163 & 3.38030099337697 & -0.201428909068888 \tabularnewline
165 & 3.43 & 3.4526492958544 & 0.00187556056194014 & 3.40547514358366 & 0.0226492958544031 \tabularnewline
166 & 3.45 & 3.51592167236609 & -0.0817781113212945 & 3.4658564389552 & 0.0659216723660934 \tabularnewline
167 & 3.31 & 3.25469403617566 & -0.160931770502407 & 3.52623773432675 & -0.0553059638243392 \tabularnewline
168 & 3.51 & 3.59924271498969 & -0.171102649023938 & 3.59185993403425 & 0.0892427149896875 \tabularnewline
169 & 3.53 & 3.5062517697426 & -0.103733903484352 & 3.65748213374175 & -0.0237482302574032 \tabularnewline
170 & 3.83 & 3.91012137874316 & 0.0460126340807485 & 3.70386598717609 & 0.0801213787431618 \tabularnewline
171 & 4.02 & 4.2256128428857 & 0.0641373165038713 & 3.75024984061042 & 0.205612842885704 \tabularnewline
172 & 3.99 & 4.10943042819094 & 0.0854446145221157 & 3.78512495728694 & 0.11943042819094 \tabularnewline
173 & 4.11 & 4.28274800029945 & 0.117251925737089 & 3.82000007396346 & 0.172748000299446 \tabularnewline
174 & 3.96 & 3.95766602561962 & 0.106816127394537 & 3.85551784698584 & -0.00233397438038141 \tabularnewline
175 & 3.83 & 3.6840840719991 & 0.0848803079926761 & 3.89103562000823 & -0.145915928000901 \tabularnewline
176 & 3.71 & 3.48664215312962 & 0.0111279156919163 & 3.92222993117846 & -0.223357846870379 \tabularnewline
177 & 3.81 & 3.66470019708936 & 0.00187556056194014 & 3.9534242423487 & -0.145299802910641 \tabularnewline
178 & 3.73 & 3.55138659998943 & -0.0817781113212945 & 3.99039151133186 & -0.17861340001057 \tabularnewline
179 & 3.99 & 4.11357299018738 & -0.160931770502407 & 4.02735878031503 & 0.123572990187379 \tabularnewline
180 & 4.17 & 4.43259165836996 & -0.171102649023938 & 4.07851099065398 & 0.262591658369959 \tabularnewline
181 & 4 & 3.97407070249142 & -0.103733903484352 & 4.12966320099293 & -0.0259292975085783 \tabularnewline
182 & 4.1 & 3.97079229832081 & 0.0460126340807485 & 4.18319506759844 & -0.129207701679189 \tabularnewline
183 & 4.24 & 4.17913574929218 & 0.0641373165038713 & 4.23672693420395 & -0.0608642507078212 \tabularnewline
184 & 4.45 & 4.53760457139685 & 0.0854446145221157 & 4.27695081408103 & 0.0876045713968514 \tabularnewline
185 & 4.62 & 4.80557338030479 & 0.117251925737089 & 4.31717469395812 & 0.185573380304794 \tabularnewline
186 & 4.49 & 4.53395209558386 & 0.106816127394537 & 4.3392317770216 & 0.0439520955838626 \tabularnewline
187 & 4.45 & 4.45383083192224 & 0.0848803079926761 & 4.36128886008508 & 0.0038308319222411 \tabularnewline
188 & 4.49 & 4.59552424116291 & 0.0111279156919163 & 4.37334784314517 & 0.105524241162914 \tabularnewline
189 & 4.36 & 4.3327176132328 & 0.00187556056194014 & 4.38540682620526 & -0.0272823867671974 \tabularnewline
190 & 4.32 & 4.32374734073042 & -0.0817781113212945 & 4.39803077059088 & 0.00374734073041605 \tabularnewline
191 & 4.45 & 4.65027705552591 & -0.160931770502407 & 4.4106547149765 & 0.200277055525906 \tabularnewline
192 & 4.13 & 4.00706482822182 & -0.171102649023938 & 4.42403782080212 & -0.122935171778184 \tabularnewline
193 & 4.14 & 3.94631297685661 & -0.103733903484352 & 4.43742092662774 & -0.193687023143393 \tabularnewline
194 & 4.3 & 4.11698937538849 & 0.0460126340807485 & 4.43699799053076 & -0.183010624611508 \tabularnewline
195 & 4.42 & 4.33928762906235 & 0.0641373165038713 & 4.43657505443377 & -0.0807123709376452 \tabularnewline
196 & 4.67 & 4.83599823550439 & 0.0854446145221157 & 4.41855714997349 & 0.165998235504393 \tabularnewline
197 & 4.96 & 5.4022088287497 & 0.117251925737089 & 4.40053924551321 & 0.442208828749703 \tabularnewline
198 & 4.73 & 4.9773378974009 & 0.106816127394537 & 4.37584597520456 & 0.247337897400899 \tabularnewline
199 & 4.52 & 4.6039669871114 & 0.0848803079926761 & 4.35115270489592 & 0.0839669871114026 \tabularnewline
200 & 4.36 & 4.4043314373145 & 0.0111279156919163 & 4.30454064699359 & 0.0443314373144972 \tabularnewline
201 & 4.15 & 4.04019585034681 & 0.00187556056194014 & 4.25792858909125 & -0.109804149653192 \tabularnewline
202 & 3.92 & 3.74325375764185 & -0.0817781113212945 & 4.17852435367944 & -0.176746242358147 \tabularnewline
203 & 3.88 & 3.82181165223477 & -0.160931770502407 & 4.09912011826763 & -0.058188347765225 \tabularnewline
204 & 4.2 & 4.5642923718012 & -0.171102649023938 & 4.00681027722273 & 0.364292371801204 \tabularnewline
205 & 3.95 & 4.08923346730652 & -0.103733903484352 & 3.91450043617784 & 0.139233467306515 \tabularnewline
206 & 3.78 & 3.68354796050152 & 0.0460126340807485 & 3.83043940541773 & -0.0964520394984811 \tabularnewline
207 & 3.69 & 3.5694843088385 & 0.0641373165038713 & 3.74637837465763 & -0.120515691161499 \tabularnewline
208 & 3.77 & 3.78709844659289 & 0.0854446145221157 & 3.667456938885 & 0.0170984465928892 \tabularnewline
209 & 3.66 & 3.61421257115055 & 0.117251925737089 & 3.58853550311236 & -0.0457874288494513 \tabularnewline
210 & 3.53 & 3.4267094850248 & 0.106816127394537 & 3.52647438758067 & -0.103290514975203 \tabularnewline
211 & 3.5 & 3.45070641995835 & 0.0848803079926761 & 3.46441327204897 & -0.0492935800416459 \tabularnewline
212 & 3.14 & 2.81717172902271 & 0.0111279156919163 & 3.45170035528537 & -0.322828270977289 \tabularnewline
213 & 3.42 & 3.39913700091628 & 0.00187556056194014 & 3.43898743852177 & -0.020862999083715 \tabularnewline
214 & 3.3 & 3.20629484270713 & -0.0817781113212945 & 3.47548326861417 & -0.0937051572928715 \tabularnewline
215 & 2.81 & 2.26895267179585 & -0.160931770502407 & 3.51197909870656 & -0.541047328204151 \tabularnewline
216 & 3.15 & 2.89358498838494 & -0.171102649023938 & 3.57751766063899 & -0.256415011615057 \tabularnewline
217 & 3.37 & 3.20067768091292 & -0.103733903484352 & 3.64305622257143 & -0.169322319087079 \tabularnewline
218 & 4.05 & 4.32924269281708 & 0.0460126340807485 & 3.72474467310217 & 0.279242692817077 \tabularnewline
219 & 4 & 4.12942955986321 & 0.0641373165038713 & 3.80643312363292 & 0.129429559863211 \tabularnewline
220 & 4.2 & 4.42631973616961 & 0.0854446145221157 & 3.88823564930827 & 0.22631973616961 \tabularnewline
221 & 4.21 & 4.33270989927928 & 0.117251925737089 & 3.97003817498363 & 0.12270989927928 \tabularnewline
222 & 4.24 & 4.33614383405965 & 0.106816127394537 & 4.03704003854581 & 0.0961438340596503 \tabularnewline
223 & 4.24 & 4.29107778989933 & 0.0848803079926761 & 4.104041902108 & 0.0510777898993284 \tabularnewline
224 & 4.17 & 4.18664115264994 & 0.0111279156919163 & 4.14223093165814 & 0.016641152649945 \tabularnewline
225 & 4.12 & 4.05770447822978 & 0.00187556056194014 & 4.18041996120828 & -0.0622955217702206 \tabularnewline
226 & 4.35 & 4.6108554314968 & -0.0817781113212945 & 4.17092267982449 & 0.260855431496805 \tabularnewline
227 & 3.98 & 3.95950637206171 & -0.160931770502407 & 4.1614253984407 & -0.0204936279382899 \tabularnewline
228 & 3.62 & 3.30796669727888 & -0.171102649023938 & 4.10313595174506 & -0.312033302721122 \tabularnewline
229 & 4.39 & 4.83888739843493 & -0.103733903484352 & 4.04484650504942 & 0.448887398434929 \tabularnewline
230 & 5.01 & 6.0240320956777 & 0.0460126340807485 & 3.94995527024155 & 1.0140320956777 \tabularnewline
231 & 4.07 & 4.22079864806246 & 0.0641373165038713 & 3.85506403543367 & 0.150798648062457 \tabularnewline
232 & 3.7 & 3.59203171541319 & 0.0854446145221157 & 3.7225236700647 & -0.107968284586812 \tabularnewline
233 & 3.59 & 3.47276476956719 & 0.117251925737089 & 3.58998330469572 & -0.117235230432811 \tabularnewline
234 & 3.44 & 3.32849940803457 & 0.106816127394537 & 3.4446844645709 & -0.111500591965433 \tabularnewline
235 & 3.33 & 3.27573406756125 & 0.0848803079926761 & 3.29938562444607 & -0.0542659324387462 \tabularnewline
236 & 2.98 & 2.79777811776532 & 0.0111279156919163 & 3.15109396654277 & -0.182221882234685 \tabularnewline
237 & 3.14 & 3.27532213079859 & 0.00187556056194014 & 3.00280230863947 & 0.135322130798594 \tabularnewline
238 & 2.55 & 2.32860060508407 & -0.0817781113212945 & 2.85317750623722 & -0.221399394915927 \tabularnewline
239 & 2.49 & 2.43737906666743 & -0.160931770502407 & 2.70355270383498 & -0.0526209333325691 \tabularnewline
240 & 2.53 & 2.67641424340141 & -0.171102649023938 & 2.55468840562252 & 0.146414243401414 \tabularnewline
241 & 2.43 & 2.55790979607428 & -0.103733903484352 & 2.40582410741007 & 0.12790979607428 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=191796&T=2

[TABLE]
[ROW][C]Seasonal Decomposition by Loess - Time Series Components[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Fitted[/C][C]Seasonal[/C][C]Trend[/C][C]Remainder[/C][/ROW]
[ROW][C]1[/C][C]8.64[/C][C]8.29539849855096[/C][C]-0.103733903484352[/C][C]9.08833540493339[/C][C]-0.34460150144904[/C][/ROW]
[ROW][C]2[/C][C]8.89[/C][C]8.74314118430725[/C][C]0.0460126340807485[/C][C]8.99084618161201[/C][C]-0.146858815692754[/C][/ROW]
[ROW][C]3[/C][C]8.87[/C][C]8.78250572520551[/C][C]0.0641373165038713[/C][C]8.89335695829062[/C][C]-0.0874942747944907[/C][/ROW]
[ROW][C]4[/C][C]8.81[/C][C]8.74575221570911[/C][C]0.0854446145221157[/C][C]8.78880316976878[/C][C]-0.0642477842908917[/C][/ROW]
[ROW][C]5[/C][C]8.87[/C][C]8.93849869301597[/C][C]0.117251925737089[/C][C]8.68424938124694[/C][C]0.0684986930159734[/C][/ROW]
[ROW][C]6[/C][C]9.06[/C][C]9.437470027433[/C][C]0.106816127394537[/C][C]8.57571384517246[/C][C]0.377470027433002[/C][/ROW]
[ROW][C]7[/C][C]9.12[/C][C]9.68794138290933[/C][C]0.0848803079926761[/C][C]8.46717830909799[/C][C]0.567941382909332[/C][/ROW]
[ROW][C]8[/C][C]8.66[/C][C]8.95026616380003[/C][C]0.0111279156919163[/C][C]8.35860592050805[/C][C]0.290266163800029[/C][/ROW]
[ROW][C]9[/C][C]8.17[/C][C]8.08809090751994[/C][C]0.00187556056194014[/C][C]8.25003353191812[/C][C]-0.0819090924800605[/C][/ROW]
[ROW][C]10[/C][C]8.04[/C][C]8.04793554956[/C][C]-0.0817781113212945[/C][C]8.11384256176129[/C][C]0.00793554956000264[/C][/ROW]
[ROW][C]11[/C][C]7.71[/C][C]7.60328017889794[/C][C]-0.160931770502407[/C][C]7.97765159160446[/C][C]-0.106719821102058[/C][/ROW]
[ROW][C]12[/C][C]7.55[/C][C]7.45038188884424[/C][C]-0.171102649023938[/C][C]7.8207207601797[/C][C]-0.0996181111557624[/C][/ROW]
[ROW][C]13[/C][C]7.52[/C][C]7.47994397472942[/C][C]-0.103733903484352[/C][C]7.66378992875493[/C][C]-0.0400560252705837[/C][/ROW]
[ROW][C]14[/C][C]7.38[/C][C]7.17946271685137[/C][C]0.0460126340807485[/C][C]7.53452464906788[/C][C]-0.200537283148629[/C][/ROW]
[ROW][C]15[/C][C]7.52[/C][C]7.5706033141153[/C][C]0.0641373165038713[/C][C]7.40525936938082[/C][C]0.0506033141153033[/C][/ROW]
[ROW][C]16[/C][C]7.31[/C][C]7.22845281182669[/C][C]0.0854446145221157[/C][C]7.30610257365119[/C][C]-0.0815471881733068[/C][/ROW]
[ROW][C]17[/C][C]6.92[/C][C]6.51580229634135[/C][C]0.117251925737089[/C][C]7.20694577792156[/C][C]-0.404197703658646[/C][/ROW]
[ROW][C]18[/C][C]7.09[/C][C]6.94265168326586[/C][C]0.106816127394537[/C][C]7.1305321893396[/C][C]-0.147348316734141[/C][/ROW]
[ROW][C]19[/C][C]7.05[/C][C]6.96100109124967[/C][C]0.0848803079926761[/C][C]7.05411860075765[/C][C]-0.0889989087503285[/C][/ROW]
[ROW][C]20[/C][C]7.37[/C][C]7.70413878121371[/C][C]0.0111279156919163[/C][C]7.02473330309438[/C][C]0.334138781213707[/C][/ROW]
[ROW][C]21[/C][C]7.05[/C][C]7.10277643400696[/C][C]0.00187556056194014[/C][C]6.9953480054311[/C][C]0.052776434006959[/C][/ROW]
[ROW][C]22[/C][C]6.79[/C][C]6.63543030490932[/C][C]-0.0817781113212945[/C][C]7.02634780641198[/C][C]-0.154569695090681[/C][/ROW]
[ROW][C]23[/C][C]6.35[/C][C]5.80358416310956[/C][C]-0.160931770502407[/C][C]7.05734760739285[/C][C]-0.546415836890445[/C][/ROW]
[ROW][C]24[/C][C]6.44[/C][C]5.91370121576658[/C][C]-0.171102649023938[/C][C]7.13740143325736[/C][C]-0.526298784233421[/C][/ROW]
[ROW][C]25[/C][C]6.89[/C][C]6.66627864436248[/C][C]-0.103733903484352[/C][C]7.21745525912187[/C][C]-0.223721355637517[/C][/ROW]
[ROW][C]26[/C][C]7.16[/C][C]6.94015648008014[/C][C]0.0460126340807485[/C][C]7.33383088583911[/C][C]-0.219843519919862[/C][/ROW]
[ROW][C]27[/C][C]7.46[/C][C]7.40565617093977[/C][C]0.0641373165038713[/C][C]7.45020651255636[/C][C]-0.0543438290602296[/C][/ROW]
[ROW][C]28[/C][C]7.91[/C][C]8.13942702321186[/C][C]0.0854446145221157[/C][C]7.59512836226602[/C][C]0.229427023211863[/C][/ROW]
[ROW][C]29[/C][C]7.86[/C][C]7.86269786228723[/C][C]0.117251925737089[/C][C]7.74005021197569[/C][C]0.00269786228722602[/C][/ROW]
[ROW][C]30[/C][C]8.02[/C][C]8.0575734414598[/C][C]0.106816127394537[/C][C]7.87561043114566[/C][C]0.0375734414597986[/C][/ROW]
[ROW][C]31[/C][C]8.38[/C][C]8.66394904169168[/C][C]0.0848803079926761[/C][C]8.01117065031564[/C][C]0.283949041691681[/C][/ROW]
[ROW][C]32[/C][C]8.5[/C][C]8.9066054259095[/C][C]0.0111279156919163[/C][C]8.08226665839859[/C][C]0.406605425909495[/C][/ROW]
[ROW][C]33[/C][C]8.4[/C][C]8.64476177295653[/C][C]0.00187556056194014[/C][C]8.15336266648153[/C][C]0.244761772956526[/C][/ROW]
[ROW][C]34[/C][C]8.24[/C][C]8.42011026509983[/C][C]-0.0817781113212945[/C][C]8.14166784622147[/C][C]0.180110265099826[/C][/ROW]
[ROW][C]35[/C][C]8.33[/C][C]8.690958744541[/C][C]-0.160931770502407[/C][C]8.12997302596141[/C][C]0.360958744541[/C][/ROW]
[ROW][C]36[/C][C]8.28[/C][C]8.67918596167972[/C][C]-0.171102649023938[/C][C]8.05191668734422[/C][C]0.39918596167972[/C][/ROW]
[ROW][C]37[/C][C]8.15[/C][C]8.42987355475733[/C][C]-0.103733903484352[/C][C]7.97386034872703[/C][C]0.279873554757327[/C][/ROW]
[ROW][C]38[/C][C]8.06[/C][C]8.21830766743553[/C][C]0.0460126340807485[/C][C]7.85567969848372[/C][C]0.158307667435529[/C][/ROW]
[ROW][C]39[/C][C]7.79[/C][C]7.77836363525571[/C][C]0.0641373165038713[/C][C]7.73749904824042[/C][C]-0.0116363647442927[/C][/ROW]
[ROW][C]40[/C][C]7.28[/C][C]6.87219200911412[/C][C]0.0854446145221157[/C][C]7.60236337636377[/C][C]-0.407807990885883[/C][/ROW]
[ROW][C]41[/C][C]7.52[/C][C]7.4555203697758[/C][C]0.117251925737089[/C][C]7.46722770448711[/C][C]-0.0644796302242039[/C][/ROW]
[ROW][C]42[/C][C]7.23[/C][C]7.01553213828743[/C][C]0.106816127394537[/C][C]7.33765173431803[/C][C]-0.214467861712571[/C][/ROW]
[ROW][C]43[/C][C]7.13[/C][C]6.96704392785837[/C][C]0.0848803079926761[/C][C]7.20807576414895[/C][C]-0.16295607214163[/C][/ROW]
[ROW][C]44[/C][C]7.21[/C][C]7.30270692255654[/C][C]0.0111279156919163[/C][C]7.10616516175154[/C][C]0.0927069225565429[/C][/ROW]
[ROW][C]45[/C][C]6.99[/C][C]6.97386988008393[/C][C]0.00187556056194014[/C][C]7.00425455935413[/C][C]-0.0161301199160668[/C][/ROW]
[ROW][C]46[/C][C]6.77[/C][C]6.68981743236835[/C][C]-0.0817781113212945[/C][C]6.93196067895295[/C][C]-0.0801825676316517[/C][/ROW]
[ROW][C]47[/C][C]6.69[/C][C]6.68126497195064[/C][C]-0.160931770502407[/C][C]6.85966679855176[/C][C]-0.00873502804935722[/C][/ROW]
[ROW][C]48[/C][C]6.39[/C][C]6.15180752072076[/C][C]-0.171102649023938[/C][C]6.79929512830318[/C][C]-0.238192479279239[/C][/ROW]
[ROW][C]49[/C][C]6.85[/C][C]7.06481044542976[/C][C]-0.103733903484352[/C][C]6.73892345805459[/C][C]0.214810445429761[/C][/ROW]
[ROW][C]50[/C][C]6.74[/C][C]6.75940687103496[/C][C]0.0460126340807485[/C][C]6.67458049488429[/C][C]0.0194068710349606[/C][/ROW]
[ROW][C]51[/C][C]6.56[/C][C]6.44562515178214[/C][C]0.0641373165038713[/C][C]6.61023753171399[/C][C]-0.114374848217863[/C][/ROW]
[ROW][C]52[/C][C]6.62[/C][C]6.61467888204005[/C][C]0.0854446145221157[/C][C]6.53987650343783[/C][C]-0.00532111795994883[/C][/ROW]
[ROW][C]53[/C][C]6.71[/C][C]6.83323259910124[/C][C]0.117251925737089[/C][C]6.46951547516167[/C][C]0.123232599101236[/C][/ROW]
[ROW][C]54[/C][C]6.67[/C][C]6.83985926353828[/C][C]0.106816127394537[/C][C]6.39332460906719[/C][C]0.169859263538275[/C][/ROW]
[ROW][C]55[/C][C]6.54[/C][C]6.67798594903462[/C][C]0.0848803079926761[/C][C]6.3171337429727[/C][C]0.137985949034624[/C][/ROW]
[ROW][C]56[/C][C]6.14[/C][C]6.02900855019442[/C][C]0.0111279156919163[/C][C]6.23986353411367[/C][C]-0.110991449805584[/C][/ROW]
[ROW][C]57[/C][C]6.13[/C][C]6.09553111418342[/C][C]0.00187556056194014[/C][C]6.16259332525463[/C][C]-0.0344688858165751[/C][/ROW]
[ROW][C]58[/C][C]5.86[/C][C]5.71367816682506[/C][C]-0.0817781113212945[/C][C]6.08809994449623[/C][C]-0.146321833174937[/C][/ROW]
[ROW][C]59[/C][C]5.88[/C][C]5.90732520676458[/C][C]-0.160931770502407[/C][C]6.01360656373783[/C][C]0.0273252067645773[/C][/ROW]
[ROW][C]60[/C][C]5.75[/C][C]5.72887323243303[/C][C]-0.171102649023938[/C][C]5.9422294165909[/C][C]-0.0211267675669653[/C][/ROW]
[ROW][C]61[/C][C]5.53[/C][C]5.29288163404037[/C][C]-0.103733903484352[/C][C]5.87085226944398[/C][C]-0.237118365959627[/C][/ROW]
[ROW][C]62[/C][C]5.86[/C][C]5.85548246936428[/C][C]0.0460126340807485[/C][C]5.81850489655497[/C][C]-0.0045175306357228[/C][/ROW]
[ROW][C]63[/C][C]5.9[/C][C]5.96970515983016[/C][C]0.0641373165038713[/C][C]5.76615752366597[/C][C]0.0697051598301588[/C][/ROW]
[ROW][C]64[/C][C]5.95[/C][C]6.08363669708449[/C][C]0.0854446145221157[/C][C]5.7309186883934[/C][C]0.133636697084486[/C][/ROW]
[ROW][C]65[/C][C]5.69[/C][C]5.56706822114209[/C][C]0.117251925737089[/C][C]5.69567985312083[/C][C]-0.122931778857915[/C][/ROW]
[ROW][C]66[/C][C]5.53[/C][C]5.29829872932698[/C][C]0.106816127394537[/C][C]5.65488514327848[/C][C]-0.231701270673016[/C][/ROW]
[ROW][C]67[/C][C]5.71[/C][C]5.72102925857119[/C][C]0.0848803079926761[/C][C]5.61409043343613[/C][C]0.0110292585711926[/C][/ROW]
[ROW][C]68[/C][C]5.6[/C][C]5.63140554558557[/C][C]0.0111279156919163[/C][C]5.55746653872251[/C][C]0.0314055455855717[/C][/ROW]
[ROW][C]69[/C][C]5.73[/C][C]5.95728179542917[/C][C]0.00187556056194014[/C][C]5.50084264400889[/C][C]0.227281795429167[/C][/ROW]
[ROW][C]70[/C][C]5.6[/C][C]5.85089977055574[/C][C]-0.0817781113212945[/C][C]5.43087834076556[/C][C]0.250899770555739[/C][/ROW]
[ROW][C]71[/C][C]5.41[/C][C]5.62001773298019[/C][C]-0.160931770502407[/C][C]5.36091403752222[/C][C]0.210017732980189[/C][/ROW]
[ROW][C]72[/C][C]5.13[/C][C]5.15519205220257[/C][C]-0.171102649023938[/C][C]5.27591059682137[/C][C]0.025192052202569[/C][/ROW]
[ROW][C]73[/C][C]5[/C][C]4.91282674736383[/C][C]-0.103733903484352[/C][C]5.19090715612052[/C][C]-0.0871732526361679[/C][/ROW]
[ROW][C]74[/C][C]5.04[/C][C]4.95229884722698[/C][C]0.0460126340807485[/C][C]5.08168851869227[/C][C]-0.0877011527730236[/C][/ROW]
[ROW][C]75[/C][C]5.1[/C][C]5.1633928022321[/C][C]0.0641373165038713[/C][C]4.97246988126403[/C][C]0.0633928022320971[/C][/ROW]
[ROW][C]76[/C][C]4.96[/C][C]4.97837470358403[/C][C]0.0854446145221157[/C][C]4.85618068189385[/C][C]0.0183747035840298[/C][/ROW]
[ROW][C]77[/C][C]4.9[/C][C]4.94285659173923[/C][C]0.117251925737089[/C][C]4.73989148252368[/C][C]0.0428565917392332[/C][/ROW]
[ROW][C]78[/C][C]4.8[/C][C]4.85468832041303[/C][C]0.106816127394537[/C][C]4.63849555219243[/C][C]0.0546883204130282[/C][/ROW]
[ROW][C]79[/C][C]4.48[/C][C]4.33802007014613[/C][C]0.0848803079926761[/C][C]4.53709962186119[/C][C]-0.141979929853866[/C][/ROW]
[ROW][C]80[/C][C]4.29[/C][C]4.11509059017167[/C][C]0.0111279156919163[/C][C]4.45378149413641[/C][C]-0.17490940982833[/C][/ROW]
[ROW][C]81[/C][C]4.27[/C][C]4.16766107302642[/C][C]0.00187556056194014[/C][C]4.37046336641164[/C][C]-0.102338926973577[/C][/ROW]
[ROW][C]82[/C][C]4.18[/C][C]4.12279974859034[/C][C]-0.0817781113212945[/C][C]4.31897836273095[/C][C]-0.0572002514096557[/C][/ROW]
[ROW][C]83[/C][C]4.02[/C][C]3.93343841145214[/C][C]-0.160931770502407[/C][C]4.26749335905026[/C][C]-0.0865615885478563[/C][/ROW]
[ROW][C]84[/C][C]3.82[/C][C]3.53463974597893[/C][C]-0.171102649023938[/C][C]4.276462903045[/C][C]-0.285360254021067[/C][/ROW]
[ROW][C]85[/C][C]4.13[/C][C]4.07830145644461[/C][C]-0.103733903484352[/C][C]4.28543244703975[/C][C]-0.0516985435553945[/C][/ROW]
[ROW][C]86[/C][C]4.16[/C][C]3.91566368707856[/C][C]0.0460126340807485[/C][C]4.35832367884069[/C][C]-0.244336312921436[/C][/ROW]
[ROW][C]87[/C][C]3.98[/C][C]3.4646477728545[/C][C]0.0641373165038713[/C][C]4.43121491064163[/C][C]-0.5153522271455[/C][/ROW]
[ROW][C]88[/C][C]4.26[/C][C]3.88519784295095[/C][C]0.0854446145221157[/C][C]4.54935754252694[/C][C]-0.374802157049053[/C][/ROW]
[ROW][C]89[/C][C]4.7[/C][C]4.61524789985067[/C][C]0.117251925737089[/C][C]4.66750017441225[/C][C]-0.0847521001493341[/C][/ROW]
[ROW][C]90[/C][C]4.96[/C][C]5.0010085265641[/C][C]0.106816127394537[/C][C]4.81217534604137[/C][C]0.041008526564096[/C][/ROW]
[ROW][C]91[/C][C]5.13[/C][C]5.21826917433684[/C][C]0.0848803079926761[/C][C]4.95685051767049[/C][C]0.0882691743368351[/C][/ROW]
[ROW][C]92[/C][C]5.35[/C][C]5.59566360916188[/C][C]0.0111279156919163[/C][C]5.0932084751462[/C][C]0.245663609161883[/C][/ROW]
[ROW][C]93[/C][C]5.41[/C][C]5.58855800681615[/C][C]0.00187556056194014[/C][C]5.22956643262191[/C][C]0.178558006816148[/C][/ROW]
[ROW][C]94[/C][C]5.42[/C][C]5.59435716383293[/C][C]-0.0817781113212945[/C][C]5.32742094748837[/C][C]0.174357163832926[/C][/ROW]
[ROW][C]95[/C][C]5.51[/C][C]5.75565630814758[/C][C]-0.160931770502407[/C][C]5.42527546235483[/C][C]0.245656308147581[/C][/ROW]
[ROW][C]96[/C][C]5.75[/C][C]6.19694519071806[/C][C]-0.171102649023938[/C][C]5.47415745830587[/C][C]0.446945190718065[/C][/ROW]
[ROW][C]97[/C][C]5.67[/C][C]5.92069444922743[/C][C]-0.103733903484352[/C][C]5.52303945425692[/C][C]0.250694449227431[/C][/ROW]
[ROW][C]98[/C][C]5.46[/C][C]5.33625360629212[/C][C]0.0460126340807485[/C][C]5.53773375962713[/C][C]-0.123746393707878[/C][/ROW]
[ROW][C]99[/C][C]5.56[/C][C]5.50343461849879[/C][C]0.0641373165038713[/C][C]5.55242806499734[/C][C]-0.0565653815012102[/C][/ROW]
[ROW][C]100[/C][C]5.56[/C][C]5.49351714716325[/C][C]0.0854446145221157[/C][C]5.54103823831463[/C][C]-0.0664828528367485[/C][/ROW]
[ROW][C]101[/C][C]5.54[/C][C]5.43309966263098[/C][C]0.117251925737089[/C][C]5.52964841163193[/C][C]-0.106900337369016[/C][/ROW]
[ROW][C]102[/C][C]5.53[/C][C]5.45362627028679[/C][C]0.106816127394537[/C][C]5.49955760231867[/C][C]-0.0763737297132101[/C][/ROW]
[ROW][C]103[/C][C]5.65[/C][C]5.7456528990019[/C][C]0.0848803079926761[/C][C]5.46946679300542[/C][C]0.0956528990019043[/C][/ROW]
[ROW][C]104[/C][C]5.58[/C][C]5.70987595442824[/C][C]0.0111279156919163[/C][C]5.43899612987984[/C][C]0.129875954428244[/C][/ROW]
[ROW][C]105[/C][C]5.57[/C][C]5.7295989726838[/C][C]0.00187556056194014[/C][C]5.40852546675426[/C][C]0.1595989726838[/C][/ROW]
[ROW][C]106[/C][C]5.36[/C][C]5.41973448187057[/C][C]-0.0817781113212945[/C][C]5.38204362945072[/C][C]0.0597344818705707[/C][/ROW]
[ROW][C]107[/C][C]5.23[/C][C]5.26536997835522[/C][C]-0.160931770502407[/C][C]5.35556179214719[/C][C]0.0353699783552202[/C][/ROW]
[ROW][C]108[/C][C]5.11[/C][C]5.0729826917198[/C][C]-0.171102649023938[/C][C]5.31811995730414[/C][C]-0.0370173082802028[/C][/ROW]
[ROW][C]109[/C][C]5.07[/C][C]4.96305578102326[/C][C]-0.103733903484352[/C][C]5.2806781224611[/C][C]-0.106944218976745[/C][/ROW]
[ROW][C]110[/C][C]5.04[/C][C]4.80505415898188[/C][C]0.0460126340807485[/C][C]5.22893320693737[/C][C]-0.234945841018121[/C][/ROW]
[ROW][C]111[/C][C]5.34[/C][C]5.43867439208248[/C][C]0.0641373165038713[/C][C]5.17718829141365[/C][C]0.0986743920824811[/C][/ROW]
[ROW][C]112[/C][C]5.43[/C][C]5.6382103938894[/C][C]0.0854446145221157[/C][C]5.13634499158848[/C][C]0.2082103938894[/C][/ROW]
[ROW][C]113[/C][C]5.31[/C][C]5.40724638249959[/C][C]0.117251925737089[/C][C]5.09550169176332[/C][C]0.0972463824995904[/C][/ROW]
[ROW][C]114[/C][C]5.12[/C][C]5.05029551518968[/C][C]0.106816127394537[/C][C]5.08288835741578[/C][C]-0.0697044848103214[/C][/ROW]
[ROW][C]115[/C][C]4.97[/C][C]4.78484466893908[/C][C]0.0848803079926761[/C][C]5.07027502306825[/C][C]-0.185155331060924[/C][/ROW]
[ROW][C]116[/C][C]5[/C][C]4.9153713058411[/C][C]0.0111279156919163[/C][C]5.07350077846698[/C][C]-0.084628694158897[/C][/ROW]
[ROW][C]117[/C][C]4.64[/C][C]4.20139790557235[/C][C]0.00187556056194014[/C][C]5.07672653386571[/C][C]-0.438602094427655[/C][/ROW]
[ROW][C]118[/C][C]4.8[/C][C]4.60414318808052[/C][C]-0.0817781113212945[/C][C]5.07763492324077[/C][C]-0.195856811919477[/C][/ROW]
[ROW][C]119[/C][C]5.1[/C][C]5.28238845788658[/C][C]-0.160931770502407[/C][C]5.07854331261583[/C][C]0.18238845788658[/C][/ROW]
[ROW][C]120[/C][C]5.11[/C][C]5.32040361914604[/C][C]-0.171102649023938[/C][C]5.0706990298779[/C][C]0.210403619146038[/C][/ROW]
[ROW][C]121[/C][C]5.12[/C][C]5.28087915634438[/C][C]-0.103733903484352[/C][C]5.06285474713998[/C][C]0.160879156344376[/C][/ROW]
[ROW][C]122[/C][C]5.36[/C][C]5.63632269836925[/C][C]0.0460126340807485[/C][C]5.03766466755[/C][C]0.276322698369252[/C][/ROW]
[ROW][C]123[/C][C]5.26[/C][C]5.4433880955361[/C][C]0.0641373165038713[/C][C]5.01247458796002[/C][C]0.183388095536104[/C][/ROW]
[ROW][C]124[/C][C]5.27[/C][C]5.49490072810734[/C][C]0.0854446145221157[/C][C]4.95965465737054[/C][C]0.224900728107343[/C][/ROW]
[ROW][C]125[/C][C]5.1[/C][C]5.17591334748185[/C][C]0.117251925737089[/C][C]4.90683472678106[/C][C]0.075913347481853[/C][/ROW]
[ROW][C]126[/C][C]4.94[/C][C]4.95414644723548[/C][C]0.106816127394537[/C][C]4.81903742536999[/C][C]0.0141464472354755[/C][/ROW]
[ROW][C]127[/C][C]4.68[/C][C]4.54387956804841[/C][C]0.0848803079926761[/C][C]4.73124012395892[/C][C]-0.136120431951594[/C][/ROW]
[ROW][C]128[/C][C]4.41[/C][C]4.18211518107249[/C][C]0.0111279156919163[/C][C]4.6267569032356[/C][C]-0.227884818927515[/C][/ROW]
[ROW][C]129[/C][C]4.6[/C][C]4.67585075692578[/C][C]0.00187556056194014[/C][C]4.52227368251228[/C][C]0.0758507569257798[/C][/ROW]
[ROW][C]130[/C][C]4.53[/C][C]4.72254295435067[/C][C]-0.0817781113212945[/C][C]4.41923515697062[/C][C]0.192542954350674[/C][/ROW]
[ROW][C]131[/C][C]4.18[/C][C]4.20473513907345[/C][C]-0.160931770502407[/C][C]4.31619663142896[/C][C]0.0247351390734467[/C][/ROW]
[ROW][C]132[/C][C]4[/C][C]3.93382994924766[/C][C]-0.171102649023938[/C][C]4.23727269977628[/C][C]-0.0661700507523397[/C][/ROW]
[ROW][C]133[/C][C]3.87[/C][C]3.68538513536076[/C][C]-0.103733903484352[/C][C]4.1583487681236[/C][C]-0.184614864639244[/C][/ROW]
[ROW][C]134[/C][C]4.09[/C][C]4.02153905746962[/C][C]0.0460126340807485[/C][C]4.11244830844963[/C][C]-0.0684609425303799[/C][/ROW]
[ROW][C]135[/C][C]4.13[/C][C]4.12931483472046[/C][C]0.0641373165038713[/C][C]4.06654784877567[/C][C]-0.000685165279537436[/C][/ROW]
[ROW][C]136[/C][C]3.74[/C][C]3.33936482910372[/C][C]0.0854446145221157[/C][C]4.05519055637417[/C][C]-0.400635170896285[/C][/ROW]
[ROW][C]137[/C][C]3.81[/C][C]3.45891481029024[/C][C]0.117251925737089[/C][C]4.04383326397267[/C][C]-0.351085189709763[/C][/ROW]
[ROW][C]138[/C][C]4.11[/C][C]4.05547256208899[/C][C]0.106816127394537[/C][C]4.05771131051648[/C][C]-0.0545274379110126[/C][/ROW]
[ROW][C]139[/C][C]4.14[/C][C]4.12353033494704[/C][C]0.0848803079926761[/C][C]4.07158935706028[/C][C]-0.0164696650529548[/C][/ROW]
[ROW][C]140[/C][C]3.99[/C][C]3.87372925029145[/C][C]0.0111279156919163[/C][C]4.09514283401664[/C][C]-0.116270749708551[/C][/ROW]
[ROW][C]141[/C][C]4.28[/C][C]4.43942812846507[/C][C]0.00187556056194014[/C][C]4.11869631097299[/C][C]0.159428128465068[/C][/ROW]
[ROW][C]142[/C][C]4.37[/C][C]4.67411652288169[/C][C]-0.0817781113212945[/C][C]4.14766158843961[/C][C]0.304116522881689[/C][/ROW]
[ROW][C]143[/C][C]4.24[/C][C]4.46430490459619[/C][C]-0.160931770502407[/C][C]4.17662686590622[/C][C]0.224304904596187[/C][/ROW]
[ROW][C]144[/C][C]4.19[/C][C]4.35717642034887[/C][C]-0.171102649023938[/C][C]4.19392622867507[/C][C]0.167176420348865[/C][/ROW]
[ROW][C]145[/C][C]4.01[/C][C]3.91250831204042[/C][C]-0.103733903484352[/C][C]4.21122559144393[/C][C]-0.0974916879595753[/C][/ROW]
[ROW][C]146[/C][C]3.95[/C][C]3.65421300502533[/C][C]0.0460126340807485[/C][C]4.19977436089392[/C][C]-0.295786994974671[/C][/ROW]
[ROW][C]147[/C][C]4.3[/C][C]4.34753955315221[/C][C]0.0641373165038713[/C][C]4.18832313034392[/C][C]0.0475395531522089[/C][/ROW]
[ROW][C]148[/C][C]4.37[/C][C]4.50051884691783[/C][C]0.0854446145221157[/C][C]4.15403653856005[/C][C]0.130518846917833[/C][/ROW]
[ROW][C]149[/C][C]4.4[/C][C]4.56299812748673[/C][C]0.117251925737089[/C][C]4.11974994677618[/C][C]0.162998127486727[/C][/ROW]
[ROW][C]150[/C][C]4.29[/C][C]4.39364666604101[/C][C]0.106816127394537[/C][C]4.07953720656445[/C][C]0.103646666041012[/C][/ROW]
[ROW][C]151[/C][C]4.12[/C][C]4.11579522565461[/C][C]0.0848803079926761[/C][C]4.03932446635272[/C][C]-0.00420477434539457[/C][/ROW]
[ROW][C]152[/C][C]4.07[/C][C]4.13942740116794[/C][C]0.0111279156919163[/C][C]3.98944468314014[/C][C]0.0694274011679408[/C][/ROW]
[ROW][C]153[/C][C]3.93[/C][C]3.91855953951049[/C][C]0.00187556056194014[/C][C]3.93956489992757[/C][C]-0.0114404604895082[/C][/ROW]
[ROW][C]154[/C][C]3.79[/C][C]3.79862955798146[/C][C]-0.0817781113212945[/C][C]3.86314855333984[/C][C]0.00862955798145881[/C][/ROW]
[ROW][C]155[/C][C]3.67[/C][C]3.7141995637503[/C][C]-0.160931770502407[/C][C]3.7867322067521[/C][C]0.0441995637503032[/C][/ROW]
[ROW][C]156[/C][C]3.53[/C][C]3.53209760140067[/C][C]-0.171102649023938[/C][C]3.69900504762327[/C][C]0.00209760140066884[/C][/ROW]
[ROW][C]157[/C][C]3.69[/C][C]3.87245601498992[/C][C]-0.103733903484352[/C][C]3.61127788849443[/C][C]0.182456014989918[/C][/ROW]
[ROW][C]158[/C][C]3.69[/C][C]3.79490213186051[/C][C]0.0460126340807485[/C][C]3.53908523405874[/C][C]0.104902131860513[/C][/ROW]
[ROW][C]159[/C][C]3.48[/C][C]3.42897010387309[/C][C]0.0641373165038713[/C][C]3.46689257962304[/C][C]-0.0510298961269142[/C][/ROW]
[ROW][C]160[/C][C]3.31[/C][C]3.11130887163156[/C][C]0.0854446145221157[/C][C]3.42324651384633[/C][C]-0.198691128368442[/C][/ROW]
[ROW][C]161[/C][C]3.16[/C][C]2.8231476261933[/C][C]0.117251925737089[/C][C]3.37960044806961[/C][C]-0.336852373806699[/C][/ROW]
[ROW][C]162[/C][C]3.25[/C][C]3.02582022698552[/C][C]0.106816127394537[/C][C]3.36736364561995[/C][C]-0.224179773014484[/C][/ROW]
[ROW][C]163[/C][C]3.14[/C][C]2.83999284883704[/C][C]0.0848803079926761[/C][C]3.35512684317029[/C][C]-0.300007151162962[/C][/ROW]
[ROW][C]164[/C][C]3.19[/C][C]2.98857109093111[/C][C]0.0111279156919163[/C][C]3.38030099337697[/C][C]-0.201428909068888[/C][/ROW]
[ROW][C]165[/C][C]3.43[/C][C]3.4526492958544[/C][C]0.00187556056194014[/C][C]3.40547514358366[/C][C]0.0226492958544031[/C][/ROW]
[ROW][C]166[/C][C]3.45[/C][C]3.51592167236609[/C][C]-0.0817781113212945[/C][C]3.4658564389552[/C][C]0.0659216723660934[/C][/ROW]
[ROW][C]167[/C][C]3.31[/C][C]3.25469403617566[/C][C]-0.160931770502407[/C][C]3.52623773432675[/C][C]-0.0553059638243392[/C][/ROW]
[ROW][C]168[/C][C]3.51[/C][C]3.59924271498969[/C][C]-0.171102649023938[/C][C]3.59185993403425[/C][C]0.0892427149896875[/C][/ROW]
[ROW][C]169[/C][C]3.53[/C][C]3.5062517697426[/C][C]-0.103733903484352[/C][C]3.65748213374175[/C][C]-0.0237482302574032[/C][/ROW]
[ROW][C]170[/C][C]3.83[/C][C]3.91012137874316[/C][C]0.0460126340807485[/C][C]3.70386598717609[/C][C]0.0801213787431618[/C][/ROW]
[ROW][C]171[/C][C]4.02[/C][C]4.2256128428857[/C][C]0.0641373165038713[/C][C]3.75024984061042[/C][C]0.205612842885704[/C][/ROW]
[ROW][C]172[/C][C]3.99[/C][C]4.10943042819094[/C][C]0.0854446145221157[/C][C]3.78512495728694[/C][C]0.11943042819094[/C][/ROW]
[ROW][C]173[/C][C]4.11[/C][C]4.28274800029945[/C][C]0.117251925737089[/C][C]3.82000007396346[/C][C]0.172748000299446[/C][/ROW]
[ROW][C]174[/C][C]3.96[/C][C]3.95766602561962[/C][C]0.106816127394537[/C][C]3.85551784698584[/C][C]-0.00233397438038141[/C][/ROW]
[ROW][C]175[/C][C]3.83[/C][C]3.6840840719991[/C][C]0.0848803079926761[/C][C]3.89103562000823[/C][C]-0.145915928000901[/C][/ROW]
[ROW][C]176[/C][C]3.71[/C][C]3.48664215312962[/C][C]0.0111279156919163[/C][C]3.92222993117846[/C][C]-0.223357846870379[/C][/ROW]
[ROW][C]177[/C][C]3.81[/C][C]3.66470019708936[/C][C]0.00187556056194014[/C][C]3.9534242423487[/C][C]-0.145299802910641[/C][/ROW]
[ROW][C]178[/C][C]3.73[/C][C]3.55138659998943[/C][C]-0.0817781113212945[/C][C]3.99039151133186[/C][C]-0.17861340001057[/C][/ROW]
[ROW][C]179[/C][C]3.99[/C][C]4.11357299018738[/C][C]-0.160931770502407[/C][C]4.02735878031503[/C][C]0.123572990187379[/C][/ROW]
[ROW][C]180[/C][C]4.17[/C][C]4.43259165836996[/C][C]-0.171102649023938[/C][C]4.07851099065398[/C][C]0.262591658369959[/C][/ROW]
[ROW][C]181[/C][C]4[/C][C]3.97407070249142[/C][C]-0.103733903484352[/C][C]4.12966320099293[/C][C]-0.0259292975085783[/C][/ROW]
[ROW][C]182[/C][C]4.1[/C][C]3.97079229832081[/C][C]0.0460126340807485[/C][C]4.18319506759844[/C][C]-0.129207701679189[/C][/ROW]
[ROW][C]183[/C][C]4.24[/C][C]4.17913574929218[/C][C]0.0641373165038713[/C][C]4.23672693420395[/C][C]-0.0608642507078212[/C][/ROW]
[ROW][C]184[/C][C]4.45[/C][C]4.53760457139685[/C][C]0.0854446145221157[/C][C]4.27695081408103[/C][C]0.0876045713968514[/C][/ROW]
[ROW][C]185[/C][C]4.62[/C][C]4.80557338030479[/C][C]0.117251925737089[/C][C]4.31717469395812[/C][C]0.185573380304794[/C][/ROW]
[ROW][C]186[/C][C]4.49[/C][C]4.53395209558386[/C][C]0.106816127394537[/C][C]4.3392317770216[/C][C]0.0439520955838626[/C][/ROW]
[ROW][C]187[/C][C]4.45[/C][C]4.45383083192224[/C][C]0.0848803079926761[/C][C]4.36128886008508[/C][C]0.0038308319222411[/C][/ROW]
[ROW][C]188[/C][C]4.49[/C][C]4.59552424116291[/C][C]0.0111279156919163[/C][C]4.37334784314517[/C][C]0.105524241162914[/C][/ROW]
[ROW][C]189[/C][C]4.36[/C][C]4.3327176132328[/C][C]0.00187556056194014[/C][C]4.38540682620526[/C][C]-0.0272823867671974[/C][/ROW]
[ROW][C]190[/C][C]4.32[/C][C]4.32374734073042[/C][C]-0.0817781113212945[/C][C]4.39803077059088[/C][C]0.00374734073041605[/C][/ROW]
[ROW][C]191[/C][C]4.45[/C][C]4.65027705552591[/C][C]-0.160931770502407[/C][C]4.4106547149765[/C][C]0.200277055525906[/C][/ROW]
[ROW][C]192[/C][C]4.13[/C][C]4.00706482822182[/C][C]-0.171102649023938[/C][C]4.42403782080212[/C][C]-0.122935171778184[/C][/ROW]
[ROW][C]193[/C][C]4.14[/C][C]3.94631297685661[/C][C]-0.103733903484352[/C][C]4.43742092662774[/C][C]-0.193687023143393[/C][/ROW]
[ROW][C]194[/C][C]4.3[/C][C]4.11698937538849[/C][C]0.0460126340807485[/C][C]4.43699799053076[/C][C]-0.183010624611508[/C][/ROW]
[ROW][C]195[/C][C]4.42[/C][C]4.33928762906235[/C][C]0.0641373165038713[/C][C]4.43657505443377[/C][C]-0.0807123709376452[/C][/ROW]
[ROW][C]196[/C][C]4.67[/C][C]4.83599823550439[/C][C]0.0854446145221157[/C][C]4.41855714997349[/C][C]0.165998235504393[/C][/ROW]
[ROW][C]197[/C][C]4.96[/C][C]5.4022088287497[/C][C]0.117251925737089[/C][C]4.40053924551321[/C][C]0.442208828749703[/C][/ROW]
[ROW][C]198[/C][C]4.73[/C][C]4.9773378974009[/C][C]0.106816127394537[/C][C]4.37584597520456[/C][C]0.247337897400899[/C][/ROW]
[ROW][C]199[/C][C]4.52[/C][C]4.6039669871114[/C][C]0.0848803079926761[/C][C]4.35115270489592[/C][C]0.0839669871114026[/C][/ROW]
[ROW][C]200[/C][C]4.36[/C][C]4.4043314373145[/C][C]0.0111279156919163[/C][C]4.30454064699359[/C][C]0.0443314373144972[/C][/ROW]
[ROW][C]201[/C][C]4.15[/C][C]4.04019585034681[/C][C]0.00187556056194014[/C][C]4.25792858909125[/C][C]-0.109804149653192[/C][/ROW]
[ROW][C]202[/C][C]3.92[/C][C]3.74325375764185[/C][C]-0.0817781113212945[/C][C]4.17852435367944[/C][C]-0.176746242358147[/C][/ROW]
[ROW][C]203[/C][C]3.88[/C][C]3.82181165223477[/C][C]-0.160931770502407[/C][C]4.09912011826763[/C][C]-0.058188347765225[/C][/ROW]
[ROW][C]204[/C][C]4.2[/C][C]4.5642923718012[/C][C]-0.171102649023938[/C][C]4.00681027722273[/C][C]0.364292371801204[/C][/ROW]
[ROW][C]205[/C][C]3.95[/C][C]4.08923346730652[/C][C]-0.103733903484352[/C][C]3.91450043617784[/C][C]0.139233467306515[/C][/ROW]
[ROW][C]206[/C][C]3.78[/C][C]3.68354796050152[/C][C]0.0460126340807485[/C][C]3.83043940541773[/C][C]-0.0964520394984811[/C][/ROW]
[ROW][C]207[/C][C]3.69[/C][C]3.5694843088385[/C][C]0.0641373165038713[/C][C]3.74637837465763[/C][C]-0.120515691161499[/C][/ROW]
[ROW][C]208[/C][C]3.77[/C][C]3.78709844659289[/C][C]0.0854446145221157[/C][C]3.667456938885[/C][C]0.0170984465928892[/C][/ROW]
[ROW][C]209[/C][C]3.66[/C][C]3.61421257115055[/C][C]0.117251925737089[/C][C]3.58853550311236[/C][C]-0.0457874288494513[/C][/ROW]
[ROW][C]210[/C][C]3.53[/C][C]3.4267094850248[/C][C]0.106816127394537[/C][C]3.52647438758067[/C][C]-0.103290514975203[/C][/ROW]
[ROW][C]211[/C][C]3.5[/C][C]3.45070641995835[/C][C]0.0848803079926761[/C][C]3.46441327204897[/C][C]-0.0492935800416459[/C][/ROW]
[ROW][C]212[/C][C]3.14[/C][C]2.81717172902271[/C][C]0.0111279156919163[/C][C]3.45170035528537[/C][C]-0.322828270977289[/C][/ROW]
[ROW][C]213[/C][C]3.42[/C][C]3.39913700091628[/C][C]0.00187556056194014[/C][C]3.43898743852177[/C][C]-0.020862999083715[/C][/ROW]
[ROW][C]214[/C][C]3.3[/C][C]3.20629484270713[/C][C]-0.0817781113212945[/C][C]3.47548326861417[/C][C]-0.0937051572928715[/C][/ROW]
[ROW][C]215[/C][C]2.81[/C][C]2.26895267179585[/C][C]-0.160931770502407[/C][C]3.51197909870656[/C][C]-0.541047328204151[/C][/ROW]
[ROW][C]216[/C][C]3.15[/C][C]2.89358498838494[/C][C]-0.171102649023938[/C][C]3.57751766063899[/C][C]-0.256415011615057[/C][/ROW]
[ROW][C]217[/C][C]3.37[/C][C]3.20067768091292[/C][C]-0.103733903484352[/C][C]3.64305622257143[/C][C]-0.169322319087079[/C][/ROW]
[ROW][C]218[/C][C]4.05[/C][C]4.32924269281708[/C][C]0.0460126340807485[/C][C]3.72474467310217[/C][C]0.279242692817077[/C][/ROW]
[ROW][C]219[/C][C]4[/C][C]4.12942955986321[/C][C]0.0641373165038713[/C][C]3.80643312363292[/C][C]0.129429559863211[/C][/ROW]
[ROW][C]220[/C][C]4.2[/C][C]4.42631973616961[/C][C]0.0854446145221157[/C][C]3.88823564930827[/C][C]0.22631973616961[/C][/ROW]
[ROW][C]221[/C][C]4.21[/C][C]4.33270989927928[/C][C]0.117251925737089[/C][C]3.97003817498363[/C][C]0.12270989927928[/C][/ROW]
[ROW][C]222[/C][C]4.24[/C][C]4.33614383405965[/C][C]0.106816127394537[/C][C]4.03704003854581[/C][C]0.0961438340596503[/C][/ROW]
[ROW][C]223[/C][C]4.24[/C][C]4.29107778989933[/C][C]0.0848803079926761[/C][C]4.104041902108[/C][C]0.0510777898993284[/C][/ROW]
[ROW][C]224[/C][C]4.17[/C][C]4.18664115264994[/C][C]0.0111279156919163[/C][C]4.14223093165814[/C][C]0.016641152649945[/C][/ROW]
[ROW][C]225[/C][C]4.12[/C][C]4.05770447822978[/C][C]0.00187556056194014[/C][C]4.18041996120828[/C][C]-0.0622955217702206[/C][/ROW]
[ROW][C]226[/C][C]4.35[/C][C]4.6108554314968[/C][C]-0.0817781113212945[/C][C]4.17092267982449[/C][C]0.260855431496805[/C][/ROW]
[ROW][C]227[/C][C]3.98[/C][C]3.95950637206171[/C][C]-0.160931770502407[/C][C]4.1614253984407[/C][C]-0.0204936279382899[/C][/ROW]
[ROW][C]228[/C][C]3.62[/C][C]3.30796669727888[/C][C]-0.171102649023938[/C][C]4.10313595174506[/C][C]-0.312033302721122[/C][/ROW]
[ROW][C]229[/C][C]4.39[/C][C]4.83888739843493[/C][C]-0.103733903484352[/C][C]4.04484650504942[/C][C]0.448887398434929[/C][/ROW]
[ROW][C]230[/C][C]5.01[/C][C]6.0240320956777[/C][C]0.0460126340807485[/C][C]3.94995527024155[/C][C]1.0140320956777[/C][/ROW]
[ROW][C]231[/C][C]4.07[/C][C]4.22079864806246[/C][C]0.0641373165038713[/C][C]3.85506403543367[/C][C]0.150798648062457[/C][/ROW]
[ROW][C]232[/C][C]3.7[/C][C]3.59203171541319[/C][C]0.0854446145221157[/C][C]3.7225236700647[/C][C]-0.107968284586812[/C][/ROW]
[ROW][C]233[/C][C]3.59[/C][C]3.47276476956719[/C][C]0.117251925737089[/C][C]3.58998330469572[/C][C]-0.117235230432811[/C][/ROW]
[ROW][C]234[/C][C]3.44[/C][C]3.32849940803457[/C][C]0.106816127394537[/C][C]3.4446844645709[/C][C]-0.111500591965433[/C][/ROW]
[ROW][C]235[/C][C]3.33[/C][C]3.27573406756125[/C][C]0.0848803079926761[/C][C]3.29938562444607[/C][C]-0.0542659324387462[/C][/ROW]
[ROW][C]236[/C][C]2.98[/C][C]2.79777811776532[/C][C]0.0111279156919163[/C][C]3.15109396654277[/C][C]-0.182221882234685[/C][/ROW]
[ROW][C]237[/C][C]3.14[/C][C]3.27532213079859[/C][C]0.00187556056194014[/C][C]3.00280230863947[/C][C]0.135322130798594[/C][/ROW]
[ROW][C]238[/C][C]2.55[/C][C]2.32860060508407[/C][C]-0.0817781113212945[/C][C]2.85317750623722[/C][C]-0.221399394915927[/C][/ROW]
[ROW][C]239[/C][C]2.49[/C][C]2.43737906666743[/C][C]-0.160931770502407[/C][C]2.70355270383498[/C][C]-0.0526209333325691[/C][/ROW]
[ROW][C]240[/C][C]2.53[/C][C]2.67641424340141[/C][C]-0.171102649023938[/C][C]2.55468840562252[/C][C]0.146414243401414[/C][/ROW]
[ROW][C]241[/C][C]2.43[/C][C]2.55790979607428[/C][C]-0.103733903484352[/C][C]2.40582410741007[/C][C]0.12790979607428[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=191796&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=191796&T=2

As an alternative you can also use a QR Code:

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

Seasonal Decomposition by Loess - Time Series Components
t	Observed	Fitted	Seasonal	Trend	Remainder
1	8.64	8.29539849855096	-0.103733903484352	9.08833540493339	-0.34460150144904
2	8.89	8.74314118430725	0.0460126340807485	8.99084618161201	-0.146858815692754
3	8.87	8.78250572520551	0.0641373165038713	8.89335695829062	-0.0874942747944907
4	8.81	8.74575221570911	0.0854446145221157	8.78880316976878	-0.0642477842908917
5	8.87	8.93849869301597	0.117251925737089	8.68424938124694	0.0684986930159734
6	9.06	9.437470027433	0.106816127394537	8.57571384517246	0.377470027433002
7	9.12	9.68794138290933	0.0848803079926761	8.46717830909799	0.567941382909332
8	8.66	8.95026616380003	0.0111279156919163	8.35860592050805	0.290266163800029
9	8.17	8.08809090751994	0.00187556056194014	8.25003353191812	-0.0819090924800605
10	8.04	8.04793554956	-0.0817781113212945	8.11384256176129	0.00793554956000264
11	7.71	7.60328017889794	-0.160931770502407	7.97765159160446	-0.106719821102058
12	7.55	7.45038188884424	-0.171102649023938	7.8207207601797	-0.0996181111557624
13	7.52	7.47994397472942	-0.103733903484352	7.66378992875493	-0.0400560252705837
14	7.38	7.17946271685137	0.0460126340807485	7.53452464906788	-0.200537283148629
15	7.52	7.5706033141153	0.0641373165038713	7.40525936938082	0.0506033141153033
16	7.31	7.22845281182669	0.0854446145221157	7.30610257365119	-0.0815471881733068
17	6.92	6.51580229634135	0.117251925737089	7.20694577792156	-0.404197703658646
18	7.09	6.94265168326586	0.106816127394537	7.1305321893396	-0.147348316734141
19	7.05	6.96100109124967	0.0848803079926761	7.05411860075765	-0.0889989087503285
20	7.37	7.70413878121371	0.0111279156919163	7.02473330309438	0.334138781213707
21	7.05	7.10277643400696	0.00187556056194014	6.9953480054311	0.052776434006959
22	6.79	6.63543030490932	-0.0817781113212945	7.02634780641198	-0.154569695090681
23	6.35	5.80358416310956	-0.160931770502407	7.05734760739285	-0.546415836890445
24	6.44	5.91370121576658	-0.171102649023938	7.13740143325736	-0.526298784233421
25	6.89	6.66627864436248	-0.103733903484352	7.21745525912187	-0.223721355637517
26	7.16	6.94015648008014	0.0460126340807485	7.33383088583911	-0.219843519919862
27	7.46	7.40565617093977	0.0641373165038713	7.45020651255636	-0.0543438290602296
28	7.91	8.13942702321186	0.0854446145221157	7.59512836226602	0.229427023211863
29	7.86	7.86269786228723	0.117251925737089	7.74005021197569	0.00269786228722602
30	8.02	8.0575734414598	0.106816127394537	7.87561043114566	0.0375734414597986
31	8.38	8.66394904169168	0.0848803079926761	8.01117065031564	0.283949041691681
32	8.5	8.9066054259095	0.0111279156919163	8.08226665839859	0.406605425909495
33	8.4	8.64476177295653	0.00187556056194014	8.15336266648153	0.244761772956526
34	8.24	8.42011026509983	-0.0817781113212945	8.14166784622147	0.180110265099826
35	8.33	8.690958744541	-0.160931770502407	8.12997302596141	0.360958744541
36	8.28	8.67918596167972	-0.171102649023938	8.05191668734422	0.39918596167972
37	8.15	8.42987355475733	-0.103733903484352	7.97386034872703	0.279873554757327
38	8.06	8.21830766743553	0.0460126340807485	7.85567969848372	0.158307667435529
39	7.79	7.77836363525571	0.0641373165038713	7.73749904824042	-0.0116363647442927
40	7.28	6.87219200911412	0.0854446145221157	7.60236337636377	-0.407807990885883
41	7.52	7.4555203697758	0.117251925737089	7.46722770448711	-0.0644796302242039
42	7.23	7.01553213828743	0.106816127394537	7.33765173431803	-0.214467861712571
43	7.13	6.96704392785837	0.0848803079926761	7.20807576414895	-0.16295607214163
44	7.21	7.30270692255654	0.0111279156919163	7.10616516175154	0.0927069225565429
45	6.99	6.97386988008393	0.00187556056194014	7.00425455935413	-0.0161301199160668
46	6.77	6.68981743236835	-0.0817781113212945	6.93196067895295	-0.0801825676316517
47	6.69	6.68126497195064	-0.160931770502407	6.85966679855176	-0.00873502804935722
48	6.39	6.15180752072076	-0.171102649023938	6.79929512830318	-0.238192479279239
49	6.85	7.06481044542976	-0.103733903484352	6.73892345805459	0.214810445429761
50	6.74	6.75940687103496	0.0460126340807485	6.67458049488429	0.0194068710349606
51	6.56	6.44562515178214	0.0641373165038713	6.61023753171399	-0.114374848217863
52	6.62	6.61467888204005	0.0854446145221157	6.53987650343783	-0.00532111795994883
53	6.71	6.83323259910124	0.117251925737089	6.46951547516167	0.123232599101236
54	6.67	6.83985926353828	0.106816127394537	6.39332460906719	0.169859263538275
55	6.54	6.67798594903462	0.0848803079926761	6.3171337429727	0.137985949034624
56	6.14	6.02900855019442	0.0111279156919163	6.23986353411367	-0.110991449805584
57	6.13	6.09553111418342	0.00187556056194014	6.16259332525463	-0.0344688858165751
58	5.86	5.71367816682506	-0.0817781113212945	6.08809994449623	-0.146321833174937
59	5.88	5.90732520676458	-0.160931770502407	6.01360656373783	0.0273252067645773
60	5.75	5.72887323243303	-0.171102649023938	5.9422294165909	-0.0211267675669653
61	5.53	5.29288163404037	-0.103733903484352	5.87085226944398	-0.237118365959627
62	5.86	5.85548246936428	0.0460126340807485	5.81850489655497	-0.0045175306357228
63	5.9	5.96970515983016	0.0641373165038713	5.76615752366597	0.0697051598301588
64	5.95	6.08363669708449	0.0854446145221157	5.7309186883934	0.133636697084486
65	5.69	5.56706822114209	0.117251925737089	5.69567985312083	-0.122931778857915
66	5.53	5.29829872932698	0.106816127394537	5.65488514327848	-0.231701270673016
67	5.71	5.72102925857119	0.0848803079926761	5.61409043343613	0.0110292585711926
68	5.6	5.63140554558557	0.0111279156919163	5.55746653872251	0.0314055455855717
69	5.73	5.95728179542917	0.00187556056194014	5.50084264400889	0.227281795429167
70	5.6	5.85089977055574	-0.0817781113212945	5.43087834076556	0.250899770555739
71	5.41	5.62001773298019	-0.160931770502407	5.36091403752222	0.210017732980189
72	5.13	5.15519205220257	-0.171102649023938	5.27591059682137	0.025192052202569
73	5	4.91282674736383	-0.103733903484352	5.19090715612052	-0.0871732526361679
74	5.04	4.95229884722698	0.0460126340807485	5.08168851869227	-0.0877011527730236
75	5.1	5.1633928022321	0.0641373165038713	4.97246988126403	0.0633928022320971
76	4.96	4.97837470358403	0.0854446145221157	4.85618068189385	0.0183747035840298
77	4.9	4.94285659173923	0.117251925737089	4.73989148252368	0.0428565917392332
78	4.8	4.85468832041303	0.106816127394537	4.63849555219243	0.0546883204130282
79	4.48	4.33802007014613	0.0848803079926761	4.53709962186119	-0.141979929853866
80	4.29	4.11509059017167	0.0111279156919163	4.45378149413641	-0.17490940982833
81	4.27	4.16766107302642	0.00187556056194014	4.37046336641164	-0.102338926973577
82	4.18	4.12279974859034	-0.0817781113212945	4.31897836273095	-0.0572002514096557
83	4.02	3.93343841145214	-0.160931770502407	4.26749335905026	-0.0865615885478563
84	3.82	3.53463974597893	-0.171102649023938	4.276462903045	-0.285360254021067
85	4.13	4.07830145644461	-0.103733903484352	4.28543244703975	-0.0516985435553945
86	4.16	3.91566368707856	0.0460126340807485	4.35832367884069	-0.244336312921436
87	3.98	3.4646477728545	0.0641373165038713	4.43121491064163	-0.5153522271455
88	4.26	3.88519784295095	0.0854446145221157	4.54935754252694	-0.374802157049053
89	4.7	4.61524789985067	0.117251925737089	4.66750017441225	-0.0847521001493341
90	4.96	5.0010085265641	0.106816127394537	4.81217534604137	0.041008526564096
91	5.13	5.21826917433684	0.0848803079926761	4.95685051767049	0.0882691743368351
92	5.35	5.59566360916188	0.0111279156919163	5.0932084751462	0.245663609161883
93	5.41	5.58855800681615	0.00187556056194014	5.22956643262191	0.178558006816148
94	5.42	5.59435716383293	-0.0817781113212945	5.32742094748837	0.174357163832926
95	5.51	5.75565630814758	-0.160931770502407	5.42527546235483	0.245656308147581
96	5.75	6.19694519071806	-0.171102649023938	5.47415745830587	0.446945190718065
97	5.67	5.92069444922743	-0.103733903484352	5.52303945425692	0.250694449227431
98	5.46	5.33625360629212	0.0460126340807485	5.53773375962713	-0.123746393707878
99	5.56	5.50343461849879	0.0641373165038713	5.55242806499734	-0.0565653815012102
100	5.56	5.49351714716325	0.0854446145221157	5.54103823831463	-0.0664828528367485
101	5.54	5.43309966263098	0.117251925737089	5.52964841163193	-0.106900337369016
102	5.53	5.45362627028679	0.106816127394537	5.49955760231867	-0.0763737297132101
103	5.65	5.7456528990019	0.0848803079926761	5.46946679300542	0.0956528990019043
104	5.58	5.70987595442824	0.0111279156919163	5.43899612987984	0.129875954428244
105	5.57	5.7295989726838	0.00187556056194014	5.40852546675426	0.1595989726838
106	5.36	5.41973448187057	-0.0817781113212945	5.38204362945072	0.0597344818705707
107	5.23	5.26536997835522	-0.160931770502407	5.35556179214719	0.0353699783552202
108	5.11	5.0729826917198	-0.171102649023938	5.31811995730414	-0.0370173082802028
109	5.07	4.96305578102326	-0.103733903484352	5.2806781224611	-0.106944218976745
110	5.04	4.80505415898188	0.0460126340807485	5.22893320693737	-0.234945841018121
111	5.34	5.43867439208248	0.0641373165038713	5.17718829141365	0.0986743920824811
112	5.43	5.6382103938894	0.0854446145221157	5.13634499158848	0.2082103938894
113	5.31	5.40724638249959	0.117251925737089	5.09550169176332	0.0972463824995904
114	5.12	5.05029551518968	0.106816127394537	5.08288835741578	-0.0697044848103214
115	4.97	4.78484466893908	0.0848803079926761	5.07027502306825	-0.185155331060924
116	5	4.9153713058411	0.0111279156919163	5.07350077846698	-0.084628694158897
117	4.64	4.20139790557235	0.00187556056194014	5.07672653386571	-0.438602094427655
118	4.8	4.60414318808052	-0.0817781113212945	5.07763492324077	-0.195856811919477
119	5.1	5.28238845788658	-0.160931770502407	5.07854331261583	0.18238845788658
120	5.11	5.32040361914604	-0.171102649023938	5.0706990298779	0.210403619146038
121	5.12	5.28087915634438	-0.103733903484352	5.06285474713998	0.160879156344376
122	5.36	5.63632269836925	0.0460126340807485	5.03766466755	0.276322698369252
123	5.26	5.4433880955361	0.0641373165038713	5.01247458796002	0.183388095536104
124	5.27	5.49490072810734	0.0854446145221157	4.95965465737054	0.224900728107343
125	5.1	5.17591334748185	0.117251925737089	4.90683472678106	0.075913347481853
126	4.94	4.95414644723548	0.106816127394537	4.81903742536999	0.0141464472354755
127	4.68	4.54387956804841	0.0848803079926761	4.73124012395892	-0.136120431951594
128	4.41	4.18211518107249	0.0111279156919163	4.6267569032356	-0.227884818927515
129	4.6	4.67585075692578	0.00187556056194014	4.52227368251228	0.0758507569257798
130	4.53	4.72254295435067	-0.0817781113212945	4.41923515697062	0.192542954350674
131	4.18	4.20473513907345	-0.160931770502407	4.31619663142896	0.0247351390734467
132	4	3.93382994924766	-0.171102649023938	4.23727269977628	-0.0661700507523397
133	3.87	3.68538513536076	-0.103733903484352	4.1583487681236	-0.184614864639244
134	4.09	4.02153905746962	0.0460126340807485	4.11244830844963	-0.0684609425303799
135	4.13	4.12931483472046	0.0641373165038713	4.06654784877567	-0.000685165279537436
136	3.74	3.33936482910372	0.0854446145221157	4.05519055637417	-0.400635170896285
137	3.81	3.45891481029024	0.117251925737089	4.04383326397267	-0.351085189709763
138	4.11	4.05547256208899	0.106816127394537	4.05771131051648	-0.0545274379110126
139	4.14	4.12353033494704	0.0848803079926761	4.07158935706028	-0.0164696650529548
140	3.99	3.87372925029145	0.0111279156919163	4.09514283401664	-0.116270749708551
141	4.28	4.43942812846507	0.00187556056194014	4.11869631097299	0.159428128465068
142	4.37	4.67411652288169	-0.0817781113212945	4.14766158843961	0.304116522881689
143	4.24	4.46430490459619	-0.160931770502407	4.17662686590622	0.224304904596187
144	4.19	4.35717642034887	-0.171102649023938	4.19392622867507	0.167176420348865
145	4.01	3.91250831204042	-0.103733903484352	4.21122559144393	-0.0974916879595753
146	3.95	3.65421300502533	0.0460126340807485	4.19977436089392	-0.295786994974671
147	4.3	4.34753955315221	0.0641373165038713	4.18832313034392	0.0475395531522089
148	4.37	4.50051884691783	0.0854446145221157	4.15403653856005	0.130518846917833
149	4.4	4.56299812748673	0.117251925737089	4.11974994677618	0.162998127486727
150	4.29	4.39364666604101	0.106816127394537	4.07953720656445	0.103646666041012
151	4.12	4.11579522565461	0.0848803079926761	4.03932446635272	-0.00420477434539457
152	4.07	4.13942740116794	0.0111279156919163	3.98944468314014	0.0694274011679408
153	3.93	3.91855953951049	0.00187556056194014	3.93956489992757	-0.0114404604895082
154	3.79	3.79862955798146	-0.0817781113212945	3.86314855333984	0.00862955798145881
155	3.67	3.7141995637503	-0.160931770502407	3.7867322067521	0.0441995637503032
156	3.53	3.53209760140067	-0.171102649023938	3.69900504762327	0.00209760140066884
157	3.69	3.87245601498992	-0.103733903484352	3.61127788849443	0.182456014989918
158	3.69	3.79490213186051	0.0460126340807485	3.53908523405874	0.104902131860513
159	3.48	3.42897010387309	0.0641373165038713	3.46689257962304	-0.0510298961269142
160	3.31	3.11130887163156	0.0854446145221157	3.42324651384633	-0.198691128368442
161	3.16	2.8231476261933	0.117251925737089	3.37960044806961	-0.336852373806699
162	3.25	3.02582022698552	0.106816127394537	3.36736364561995	-0.224179773014484
163	3.14	2.83999284883704	0.0848803079926761	3.35512684317029	-0.300007151162962
164	3.19	2.98857109093111	0.0111279156919163	3.38030099337697	-0.201428909068888
165	3.43	3.4526492958544	0.00187556056194014	3.40547514358366	0.0226492958544031
166	3.45	3.51592167236609	-0.0817781113212945	3.4658564389552	0.0659216723660934
167	3.31	3.25469403617566	-0.160931770502407	3.52623773432675	-0.0553059638243392
168	3.51	3.59924271498969	-0.171102649023938	3.59185993403425	0.0892427149896875
169	3.53	3.5062517697426	-0.103733903484352	3.65748213374175	-0.0237482302574032
170	3.83	3.91012137874316	0.0460126340807485	3.70386598717609	0.0801213787431618
171	4.02	4.2256128428857	0.0641373165038713	3.75024984061042	0.205612842885704
172	3.99	4.10943042819094	0.0854446145221157	3.78512495728694	0.11943042819094
173	4.11	4.28274800029945	0.117251925737089	3.82000007396346	0.172748000299446
174	3.96	3.95766602561962	0.106816127394537	3.85551784698584	-0.00233397438038141
175	3.83	3.6840840719991	0.0848803079926761	3.89103562000823	-0.145915928000901
176	3.71	3.48664215312962	0.0111279156919163	3.92222993117846	-0.223357846870379
177	3.81	3.66470019708936	0.00187556056194014	3.9534242423487	-0.145299802910641
178	3.73	3.55138659998943	-0.0817781113212945	3.99039151133186	-0.17861340001057
179	3.99	4.11357299018738	-0.160931770502407	4.02735878031503	0.123572990187379
180	4.17	4.43259165836996	-0.171102649023938	4.07851099065398	0.262591658369959
181	4	3.97407070249142	-0.103733903484352	4.12966320099293	-0.0259292975085783
182	4.1	3.97079229832081	0.0460126340807485	4.18319506759844	-0.129207701679189
183	4.24	4.17913574929218	0.0641373165038713	4.23672693420395	-0.0608642507078212
184	4.45	4.53760457139685	0.0854446145221157	4.27695081408103	0.0876045713968514
185	4.62	4.80557338030479	0.117251925737089	4.31717469395812	0.185573380304794
186	4.49	4.53395209558386	0.106816127394537	4.3392317770216	0.0439520955838626
187	4.45	4.45383083192224	0.0848803079926761	4.36128886008508	0.0038308319222411
188	4.49	4.59552424116291	0.0111279156919163	4.37334784314517	0.105524241162914
189	4.36	4.3327176132328	0.00187556056194014	4.38540682620526	-0.0272823867671974
190	4.32	4.32374734073042	-0.0817781113212945	4.39803077059088	0.00374734073041605
191	4.45	4.65027705552591	-0.160931770502407	4.4106547149765	0.200277055525906
192	4.13	4.00706482822182	-0.171102649023938	4.42403782080212	-0.122935171778184
193	4.14	3.94631297685661	-0.103733903484352	4.43742092662774	-0.193687023143393
194	4.3	4.11698937538849	0.0460126340807485	4.43699799053076	-0.183010624611508
195	4.42	4.33928762906235	0.0641373165038713	4.43657505443377	-0.0807123709376452
196	4.67	4.83599823550439	0.0854446145221157	4.41855714997349	0.165998235504393
197	4.96	5.4022088287497	0.117251925737089	4.40053924551321	0.442208828749703
198	4.73	4.9773378974009	0.106816127394537	4.37584597520456	0.247337897400899
199	4.52	4.6039669871114	0.0848803079926761	4.35115270489592	0.0839669871114026
200	4.36	4.4043314373145	0.0111279156919163	4.30454064699359	0.0443314373144972
201	4.15	4.04019585034681	0.00187556056194014	4.25792858909125	-0.109804149653192
202	3.92	3.74325375764185	-0.0817781113212945	4.17852435367944	-0.176746242358147
203	3.88	3.82181165223477	-0.160931770502407	4.09912011826763	-0.058188347765225
204	4.2	4.5642923718012	-0.171102649023938	4.00681027722273	0.364292371801204
205	3.95	4.08923346730652	-0.103733903484352	3.91450043617784	0.139233467306515
206	3.78	3.68354796050152	0.0460126340807485	3.83043940541773	-0.0964520394984811
207	3.69	3.5694843088385	0.0641373165038713	3.74637837465763	-0.120515691161499
208	3.77	3.78709844659289	0.0854446145221157	3.667456938885	0.0170984465928892
209	3.66	3.61421257115055	0.117251925737089	3.58853550311236	-0.0457874288494513
210	3.53	3.4267094850248	0.106816127394537	3.52647438758067	-0.103290514975203
211	3.5	3.45070641995835	0.0848803079926761	3.46441327204897	-0.0492935800416459
212	3.14	2.81717172902271	0.0111279156919163	3.45170035528537	-0.322828270977289
213	3.42	3.39913700091628	0.00187556056194014	3.43898743852177	-0.020862999083715
214	3.3	3.20629484270713	-0.0817781113212945	3.47548326861417	-0.0937051572928715
215	2.81	2.26895267179585	-0.160931770502407	3.51197909870656	-0.541047328204151
216	3.15	2.89358498838494	-0.171102649023938	3.57751766063899	-0.256415011615057
217	3.37	3.20067768091292	-0.103733903484352	3.64305622257143	-0.169322319087079
218	4.05	4.32924269281708	0.0460126340807485	3.72474467310217	0.279242692817077
219	4	4.12942955986321	0.0641373165038713	3.80643312363292	0.129429559863211
220	4.2	4.42631973616961	0.0854446145221157	3.88823564930827	0.22631973616961
221	4.21	4.33270989927928	0.117251925737089	3.97003817498363	0.12270989927928
222	4.24	4.33614383405965	0.106816127394537	4.03704003854581	0.0961438340596503
223	4.24	4.29107778989933	0.0848803079926761	4.104041902108	0.0510777898993284
224	4.17	4.18664115264994	0.0111279156919163	4.14223093165814	0.016641152649945
225	4.12	4.05770447822978	0.00187556056194014	4.18041996120828	-0.0622955217702206
226	4.35	4.6108554314968	-0.0817781113212945	4.17092267982449	0.260855431496805
227	3.98	3.95950637206171	-0.160931770502407	4.1614253984407	-0.0204936279382899
228	3.62	3.30796669727888	-0.171102649023938	4.10313595174506	-0.312033302721122
229	4.39	4.83888739843493	-0.103733903484352	4.04484650504942	0.448887398434929
230	5.01	6.0240320956777	0.0460126340807485	3.94995527024155	1.0140320956777
231	4.07	4.22079864806246	0.0641373165038713	3.85506403543367	0.150798648062457
232	3.7	3.59203171541319	0.0854446145221157	3.7225236700647	-0.107968284586812
233	3.59	3.47276476956719	0.117251925737089	3.58998330469572	-0.117235230432811
234	3.44	3.32849940803457	0.106816127394537	3.4446844645709	-0.111500591965433
235	3.33	3.27573406756125	0.0848803079926761	3.29938562444607	-0.0542659324387462
236	2.98	2.79777811776532	0.0111279156919163	3.15109396654277	-0.182221882234685
237	3.14	3.27532213079859	0.00187556056194014	3.00280230863947	0.135322130798594
238	2.55	2.32860060508407	-0.0817781113212945	2.85317750623722	-0.221399394915927
239	2.49	2.43737906666743	-0.160931770502407	2.70355270383498	-0.0526209333325691
240	2.53	2.67641424340141	-0.171102649023938	2.55468840562252	0.146414243401414
241	2.43	2.55790979607428	-0.103733903484352	2.40582410741007	0.12790979607428

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

Parameters (Session):

par1 = 12 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ;

Parameters (R input):

par1 = 12 ; par2 = periodic ; par3 = 0 ; par4 = ; par5 = 1 ; par6 = ; par7 = 1 ; par8 = FALSE ;

R code (references can be found in the software module):

par1 <- as.numeric(par1) #seasonal period
if (par2 != 'periodic') par2 <- as.numeric(par2) #s.window
par3 <- as.numeric(par3) #s.degree
if (par4 == '') par4 <- NULL else par4 <- as.numeric(par4)#t.window
par5 <- as.numeric(par5)#t.degree
if (par6 != '') par6 <- as.numeric(par6)#l.window
par7 <- as.numeric(par7)#l.degree
if (par8 == 'FALSE') par8 <- FALSE else par9 <- TRUE #robust
nx <- length(x)
x <- ts(x,frequency=par1)
if (par6 != '') {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.window=par6, l.degree=par7, robust=par8)
} else {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.degree=par7, robust=par8)
}
m$time.series
m$win
m$deg
m$jump
m$inner
m$outer
bitmap(file='test1.png')
plot(m,main=main)
dev.off()
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$time.series[,'trend']),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$time.series[,'seasonal']),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$time.series[,'remainder']),na.action=na.pass,lag.max = mylagmax,main='Remainder')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Parameters',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Component',header=TRUE)
a<-table.element(a,'Window',header=TRUE)
a<-table.element(a,'Degree',header=TRUE)
a<-table.element(a,'Jump',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,m$win['s'])
a<-table.element(a,m$deg['s'])
a<-table.element(a,m$jump['s'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,m$win['t'])
a<-table.element(a,m$deg['t'])
a<-table.element(a,m$jump['t'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Low-pass',header=TRUE)
a<-table.element(a,m$win['l'])
a<-table.element(a,m$deg['l'])
a<-table.element(a,m$jump['l'])
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Time Series Components',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,'Fitted',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Remainder',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,x[i]+m$time.series[i,'remainder'])
a<-table.element(a,m$time.series[i,'seasonal'])
a<-table.element(a,m$time.series[i,'trend'])
a<-table.element(a,m$time.series[i,'remainder'])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code