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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_structuraltimeseries.wasp
Title produced by softwareStructural Time Series Models
Date of computationWed, 05 Dec 2012 10:31:45 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Dec/05/t1354721521i5z7jhn7y63vy6s.htm/, Retrieved Fri, 26 Apr 2024 20:33:43 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=196872, Retrieved Fri, 26 Apr 2024 20:33:43 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact87

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
F     [Univariate Data Series] [HPC Retail Sales] [2008-03-02 15:42:48] [74be16979710d4c4e7c6647856088456]
- RMPD  [Structural Time Series Models] [HPC Retail Sales] [2008-03-06 16:52:55] [74be16979710d4c4e7c6647856088456]
- R  D    [Structural Time Series Models] [HPC Retail Sales] [2008-03-08 11:33:35] [74be16979710d4c4e7c6647856088456]
- RM D      [Structural Time Series Models] [Workshop 8 - OLO ...] [2012-11-22 14:39:38] [9f87ad58f325f963ff5b3a15384d509e]
- R  D          [Structural Time Series Models] [Paper stat - wiss...] [2012-12-05 15:31:45] [3353489d44052879174bf0d9e8b7362f] [Current]
Feedback Forum

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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
1,0137
0,9834
0,9643
0,9470
0,9060
0,9492
0,9397
0,9041
0,8721
0,8552
0,8564
0,8973
0,9383
0,9217
0,9095
0,8920
0,8742
0,8532
0,8607
0,9005
0,9111
0,9059
0,8883
0,8924
0,8833
0,8700
0,8758
0,8858
0,9170
0,9554
0,9922
0,9778
0,9808
0,9811
1,0014
1,0183
1,0622
1,0773
1,0807
1,0848
1,1582
1,1663
1,1372
1,1139
1,1222
1,1692
1,1702
1,2286
1,2613
1,2646
1,2262
1,1985
1,2007
1,2138
1,2266
1,2176
1,2218
1,2490
1,2991
1,3408
1,3119
1,3014
1,3201
1,2938
1,2694
1,2165
1,2037
1,2292
1,2256
1,2015
1,1786
1,1856
1,2103
1,1938
1,2020
1,2271
1,2770
1,2650
1,2684
1,2811
1,2727
1,2611
1,2881
1,3213
1,2999
1,3074
1,3242
1,3516
1,3511
1,3419
1,3716
1,3622
1,3896
1,4227
1,4684
1,4570
1,4718
1,4748
1,5527
1,5750
1,5557
1,5553
1,5770
1,4975
1,4369
1,3322
1,2732
1,3449
1,3239
1,2785
1,3050
1,3190
1,3650
1,4016
1,4088
1,4268
1,4562
1,4816
1,4914
1,4614
1,4272
1,3686
1,3569
1,3406
1,2565
1,2208
1,2770
1,2894
1,3067
1,3898
1,3661
1,3220
1,3360
1,3649
1,3999
1,4442
1,4349
1,4388
1,4264
1,4343
1,3770
1,3706
1,3556
1,3179
1,2905
1,3224
1,3201
1,3162
1,2789
1,2526
1,2288
1,2400
1,2856
1,2974
1,2828

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time5 seconds
R Server'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 & 5 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=196872&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]5 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=196872&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=196872&T=0

As an alternative you can also use a QR Code:  
QR Code


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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time5 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net






Structural Time Series Model
tObservedLevelSlopeSeasonalStand. Residuals
11.01371.0137000
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30.96430.9659454183153-0.0016454183152998-0.0016454183152998-0.554565163134054
40.9470.948707539671469-0.00170753967146932-0.00170753967146932-0.495398104623393
50.9060.907862845839468-0.00186284583946766-0.00186284583946765-1.24344195379384
60.94920.950885433059785-0.00168543305978485-0.001685433059784851.42606164916337
70.93970.94141607842047-0.00171607842047017-0.00171607842047017-0.247302192710122
80.90410.905948437489723-0.00184843748972296-0.00184843748972295-1.07230926582639
90.87210.874065758745141-0.00196575874514129-0.0019657587451413-0.954200252704181
100.85520.857223643401421-0.00202364340142076-0.00202364340142076-0.472624417129323
110.85640.858411196901747-0.00201119690174721-0.002011196901747210.102019513557909
120.89730.899146153836025-0.00184615383602501-0.001846153836025021.35803236272547
130.93830.911420735060411-0.002443569547163260.02687926493958950.542012623364397
140.92170.923785090811872-0.00208509091208113-0.002085090811872130.400258022761132
150.90950.911603448283198-0.00210344828319821-0.00210344828319821-0.320437848459104
160.8920.894131340587683-0.00213134058768247-0.00213134058768247-0.487759805588295
170.87420.876359674511329-0.00215967451132895-0.00215967451132895-0.496380939726997
180.85320.855393682319859-0.00219368231985925-0.00219368231985926-0.596859853502851
190.86070.862876216225185-0.00217621622518474-0.002176216225184740.307095503126728
200.90050.902600719431668-0.00210071943166751-0.002100719431667521.32980716104618
210.91110.91317791742139-0.00207791742138969-0.002077917421389690.402359633307811
220.90590.907983512551588-0.00208351255158776-0.00208351255158776-0.0989079424006534
230.88830.890411270132635-0.00211127013263462-0.00211127013263462-0.491564932271027
240.89240.894500178578572-0.00210017857857176-0.002100178578571770.196774397408811
250.88330.865919676984495-0.001580029375116710.0173803230155046-0.925932022605712
260.870.871469294006719-0.00146929412778093-0.001469294006719160.20549527269946
270.87580.877260752063101-0.0014607520631014-0.00146075206310140.230363258947161
280.88580.887247300475647-0.00144730047564669-0.001447300475646690.363190418930783
290.9170.918409026968318-0.00140902696831818-0.001409026968318191.03459134606706
300.95540.956762412180822-0.00136241218082183-0.001362412180821841.26154697322881
310.99220.993517777778871-0.00131777777887051-0.001317777778870511.20936662486686
320.97780.97913306074935-0.00133306074935004-0.00133306074935003-0.414575831308026
330.98080.982128004668932-0.00132800466893247-0.001328004668932470.137314858111376
340.98110.98242610722752-0.00132610722751968-0.001326107227519680.051591564309642
351.00141.00270093131592-0.00130093131591715-0.001300931315917150.685333083426942
361.01831.01957976744147-0.00127976744147382-0.001279767441473830.57678937319311
371.06221.04444413866508-0.001614169217564490.01775586133491990.885392623913184
381.07731.07850626076983-0.00120626087997225-0.001206260769826541.05676627366073
391.08071.08190225891352-0.00120225891351716-0.001202258913517160.145994361166446
401.08481.08599765625796-0.00119765625796038-0.001197656257960380.168053915802314
411.15821.15933295750661-0.00113295750661183-0.001132957506611852.36435699793847
421.16631.16742495667645-0.00112495667644973-0.001124956676449730.292636752921047
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441.11391.11506833910669-0.00116833910669253-0.00116833910669253-0.702066443087715
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461.16921.1703185664976-0.00111856649760215-0.001118566497602161.52642884473308
471.17021.17131673857128-0.00111673857127606-0.001116738571276050.0671476696498444
481.22861.22966543103526-0.00106543103525833-0.001065431035258341.88637542994295
491.26131.24759851679961-0.00124558938629250.0137014832003870.633055156649665
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511.22621.22729655412464-0.0010965541246447-0.00109655412464468-1.18324570843931
521.19851.19961487605833-0.00111487605833415-0.00111487605833413-0.843265969717846
531.20071.2018125946569-0.00111259465689736-0.001112594656897370.105073713001484
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551.22661.22769326462854-0.00109326462854213-0.001093264628542140.440686640065839
561.21761.21869869507903-0.0010986950790348-0.00109869507903478-0.250624945862032
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601.34081.34181130138787-0.00101130138786973-0.001011301387869751.35477716996868
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681.22921.22997864465618-0.00077864465618068-0.0007786446561806830.833494888835969
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701.20151.20229351536885-0.000793515368852573-0.000793515368852574-0.739224940048541
711.17861.17940608301324-0.000806083013242337-0.000806083013242308-0.700765133659363
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731.21031.20046023389858-0.000894524202076430.009839766101423210.487124521719534
741.19381.19472541453224-0.000925414646558922-0.000925414532244187-0.147954585277644
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761.22711.22800828460735-0.000908284607346402-0.0009082846073463840.824885824236761
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1471.32011.32042739540664-0.00032739540664115-0.000327395406641197-0.0625565595556397
1481.31621.31652832287426-0.000328322874258078-0.000328322874258104-0.113267380175687
1491.27891.27923791843201-0.000337918432012295-0.000337918432012268-1.17216586398428
1501.25261.25294465483222-0.000344654832223218-0.000344654832223124-0.823112965457758
1511.22881.22915073922899-0.000350739228992027-0.000350739228992103-0.74363834487723
1521.241.24034774370477-0.000347743704774337-0.0003477437047743640.366209613625875
1531.28561.28593583088334-0.000335830883339896-0.0003358308833398651.45674711387365
1541.29741.29773268525526-0.000332685255256506-0.0003326852552565690.384759637416456
1551.28281.28313638240929-0.000336382409287029-0.000336382409286961-0.45233713993469

\begin{tabular}{lllllllll}
\hline
Structural Time Series Model \tabularnewline
t & Observed & Level & Slope & Seasonal & Stand. Residuals \tabularnewline
1 & 1.0137 & 1.0137 & 0 & 0 & 0 \tabularnewline
2 & 0.9834 & 0.984975600001918 & -0.00157559998100458 & -0.00157560000191803 & -0.546879219987775 \tabularnewline
3 & 0.9643 & 0.9659454183153 & -0.0016454183152998 & -0.0016454183152998 & -0.554565163134054 \tabularnewline
4 & 0.947 & 0.948707539671469 & -0.00170753967146932 & -0.00170753967146932 & -0.495398104623393 \tabularnewline
5 & 0.906 & 0.907862845839468 & -0.00186284583946766 & -0.00186284583946765 & -1.24344195379384 \tabularnewline
6 & 0.9492 & 0.950885433059785 & -0.00168543305978485 & -0.00168543305978485 & 1.42606164916337 \tabularnewline
7 & 0.9397 & 0.94141607842047 & -0.00171607842047017 & -0.00171607842047017 & -0.247302192710122 \tabularnewline
8 & 0.9041 & 0.905948437489723 & -0.00184843748972296 & -0.00184843748972295 & -1.07230926582639 \tabularnewline
9 & 0.8721 & 0.874065758745141 & -0.00196575874514129 & -0.0019657587451413 & -0.954200252704181 \tabularnewline
10 & 0.8552 & 0.857223643401421 & -0.00202364340142076 & -0.00202364340142076 & -0.472624417129323 \tabularnewline
11 & 0.8564 & 0.858411196901747 & -0.00201119690174721 & -0.00201119690174721 & 0.102019513557909 \tabularnewline
12 & 0.8973 & 0.899146153836025 & -0.00184615383602501 & -0.00184615383602502 & 1.35803236272547 \tabularnewline
13 & 0.9383 & 0.911420735060411 & -0.00244356954716326 & 0.0268792649395895 & 0.542012623364397 \tabularnewline
14 & 0.9217 & 0.923785090811872 & -0.00208509091208113 & -0.00208509081187213 & 0.400258022761132 \tabularnewline
15 & 0.9095 & 0.911603448283198 & -0.00210344828319821 & -0.00210344828319821 & -0.320437848459104 \tabularnewline
16 & 0.892 & 0.894131340587683 & -0.00213134058768247 & -0.00213134058768247 & -0.487759805588295 \tabularnewline
17 & 0.8742 & 0.876359674511329 & -0.00215967451132895 & -0.00215967451132895 & -0.496380939726997 \tabularnewline
18 & 0.8532 & 0.855393682319859 & -0.00219368231985925 & -0.00219368231985926 & -0.596859853502851 \tabularnewline
19 & 0.8607 & 0.862876216225185 & -0.00217621622518474 & -0.00217621622518474 & 0.307095503126728 \tabularnewline
20 & 0.9005 & 0.902600719431668 & -0.00210071943166751 & -0.00210071943166752 & 1.32980716104618 \tabularnewline
21 & 0.9111 & 0.91317791742139 & -0.00207791742138969 & -0.00207791742138969 & 0.402359633307811 \tabularnewline
22 & 0.9059 & 0.907983512551588 & -0.00208351255158776 & -0.00208351255158776 & -0.0989079424006534 \tabularnewline
23 & 0.8883 & 0.890411270132635 & -0.00211127013263462 & -0.00211127013263462 & -0.491564932271027 \tabularnewline
24 & 0.8924 & 0.894500178578572 & -0.00210017857857176 & -0.00210017857857177 & 0.196774397408811 \tabularnewline
25 & 0.8833 & 0.865919676984495 & -0.00158002937511671 & 0.0173803230155046 & -0.925932022605712 \tabularnewline
26 & 0.87 & 0.871469294006719 & -0.00146929412778093 & -0.00146929400671916 & 0.20549527269946 \tabularnewline
27 & 0.8758 & 0.877260752063101 & -0.0014607520631014 & -0.0014607520631014 & 0.230363258947161 \tabularnewline
28 & 0.8858 & 0.887247300475647 & -0.00144730047564669 & -0.00144730047564669 & 0.363190418930783 \tabularnewline
29 & 0.917 & 0.918409026968318 & -0.00140902696831818 & -0.00140902696831819 & 1.03459134606706 \tabularnewline
30 & 0.9554 & 0.956762412180822 & -0.00136241218082183 & -0.00136241218082184 & 1.26154697322881 \tabularnewline
31 & 0.9922 & 0.993517777778871 & -0.00131777777887051 & -0.00131777777887051 & 1.20936662486686 \tabularnewline
32 & 0.9778 & 0.97913306074935 & -0.00133306074935004 & -0.00133306074935003 & -0.414575831308026 \tabularnewline
33 & 0.9808 & 0.982128004668932 & -0.00132800466893247 & -0.00132800466893247 & 0.137314858111376 \tabularnewline
34 & 0.9811 & 0.98242610722752 & -0.00132610722751968 & -0.00132610722751968 & 0.051591564309642 \tabularnewline
35 & 1.0014 & 1.00270093131592 & -0.00130093131591715 & -0.00130093131591715 & 0.685333083426942 \tabularnewline
36 & 1.0183 & 1.01957976744147 & -0.00127976744147382 & -0.00127976744147383 & 0.57678937319311 \tabularnewline
37 & 1.0622 & 1.04444413866508 & -0.00161416921756449 & 0.0177558613349199 & 0.885392623913184 \tabularnewline
38 & 1.0773 & 1.07850626076983 & -0.00120626087997225 & -0.00120626076982654 & 1.05676627366073 \tabularnewline
39 & 1.0807 & 1.08190225891352 & -0.00120225891351716 & -0.00120225891351716 & 0.145994361166446 \tabularnewline
40 & 1.0848 & 1.08599765625796 & -0.00119765625796038 & -0.00119765625796038 & 0.168053915802314 \tabularnewline
41 & 1.1582 & 1.15933295750661 & -0.00113295750661183 & -0.00113295750661185 & 2.36435699793847 \tabularnewline
42 & 1.1663 & 1.16742495667645 & -0.00112495667644973 & -0.00112495667644973 & 0.292636752921047 \tabularnewline
43 & 1.1372 & 1.13834917749449 & -0.00114917749449178 & -0.00114917749449178 & -0.886663770394751 \tabularnewline
44 & 1.1139 & 1.11506833910669 & -0.00116833910669253 & -0.00116833910669253 & -0.702066443087715 \tabularnewline
45 & 1.1222 & 1.12336015558066 & -0.00116015558066092 & -0.00116015558066093 & 0.300097463383483 \tabularnewline
46 & 1.1692 & 1.1703185664976 & -0.00111856649760215 & -0.00111856649760216 & 1.52642884473308 \tabularnewline
47 & 1.1702 & 1.17131673857128 & -0.00111673857127606 & -0.00111673857127605 & 0.0671476696498444 \tabularnewline
48 & 1.2286 & 1.22966543103526 & -0.00106543103525833 & -0.00106543103525834 & 1.88637542994295 \tabularnewline
49 & 1.2613 & 1.24759851679961 & -0.0012455893862925 & 0.013701483200387 & 0.633055156649665 \tabularnewline
50 & 1.2646 & 1.26567082751634 & -0.0010708275933769 & -0.00107082751634049 & 0.580948985234042 \tabularnewline
51 & 1.2262 & 1.22729655412464 & -0.0010965541246447 & -0.00109655412464468 & -1.18324570843931 \tabularnewline
52 & 1.1985 & 1.19961487605833 & -0.00111487605833415 & -0.00111487605833413 & -0.843265969717846 \tabularnewline
53 & 1.2007 & 1.2018125946569 & -0.00111259465689736 & -0.00111259465689737 & 0.105073713001484 \tabularnewline
54 & 1.2138 & 1.21490281983184 & -0.00110281983183582 & -0.00110281983183582 & 0.45050566578719 \tabularnewline
55 & 1.2266 & 1.22769326462854 & -0.00109326462854213 & -0.00109326462854214 & 0.440686640065839 \tabularnewline
56 & 1.2176 & 1.21869869507903 & -0.0010986950790348 & -0.00109869507903478 & -0.250624945862032 \tabularnewline
57 & 1.2218 & 1.22289505836288 & -0.00109505836287515 & -0.00109505836287515 & 0.167956232015809 \tabularnewline
58 & 1.249 & 1.25007565159997 & -0.00107565159997141 & -0.00107565159997144 & 0.89688733466256 \tabularnewline
59 & 1.2991 & 1.30014057575684 & -0.001040575756842 & -0.001040575756842 & 1.62214913891748 \tabularnewline
60 & 1.3408 & 1.34181130138787 & -0.00101130138786973 & -0.00101130138786975 & 1.35477716996868 \tabularnewline
61 & 1.3119 & 1.30383889941046 & -0.000732827338047902 & 0.00806110058954323 & -1.21958109899878 \tabularnewline
62 & 1.3014 & 1.30214005702928 & -0.000740057156853872 & -0.000740057029284797 & -0.0293322456868471 \tabularnewline
63 & 1.3201 & 1.32082895488803 & -0.000728954888027986 & -0.000728954888027998 & 0.616239842648758 \tabularnewline
64 & 1.2938 & 1.29454355023464 & -0.000743550234638132 & -0.000743550234638102 & -0.810589145309265 \tabularnewline
65 & 1.2694 & 1.27015704507306 & -0.000757045073059312 & -0.000757045073059317 & -0.749897567188447 \tabularnewline
66 & 1.2165 & 1.21728677310003 & -0.000786773100028562 & -0.000786773100028542 & -1.65290573165946 \tabularnewline
67 & 1.2037 & 1.20449361824414 & -0.000793618244135596 & -0.000793618244135612 & -0.380813378406676 \tabularnewline
68 & 1.2292 & 1.22997864465618 & -0.00077864465618068 & -0.000778644656180683 & 0.833494888835969 \tabularnewline
69 & 1.2256 & 1.22638025043625 & -0.000780250436249122 & -0.000780250436249112 & -0.0894356044171 \tabularnewline
70 & 1.2015 & 1.20229351536885 & -0.000793515368852573 & -0.000793515368852574 & -0.739224940048541 \tabularnewline
71 & 1.1786 & 1.17940608301324 & -0.000806083013242337 & -0.000806083013242308 & -0.700765133659363 \tabularnewline
72 & 1.1856 & 1.18640164773843 & -0.000801647738431946 & -0.000801647738431988 & 0.247449188841491 \tabularnewline
73 & 1.2103 & 1.20046023389858 & -0.00089452420207643 & 0.00983976610142321 & 0.487124521719534 \tabularnewline
74 & 1.1938 & 1.19472541453224 & -0.000925414646558922 & -0.000925414532244187 & -0.147954585277644 \tabularnewline
75 & 1.202 & 1.20292096539095 & -0.000920965390953331 & -0.000920965390953361 & 0.289283055142372 \tabularnewline
76 & 1.2271 & 1.22800828460735 & -0.000908284607346402 & -0.000908284607346384 & 0.824885824236761 \tabularnewline
77 & 1.277 & 1.27788353629287 & -0.000883536292868094 & -0.000883536292868137 & 1.61066424990077 \tabularnewline
78 & 1.265 & 1.26588894839842 & -0.000888948398420283 & -0.000888948398420258 & -0.352401049175631 \tabularnewline
79 & 1.2684 & 1.2692868613187 & -0.0008868613187018 & -0.000886861318701806 & 0.135963210460468 \tabularnewline
80 & 1.2811 & 1.28198025292247 & -0.000880252922467237 & -0.000880252922467245 & 0.430714788821308 \tabularnewline
81 & 1.2727 & 1.2735839086093 & -0.000883908609301735 & -0.000883908609301724 & -0.238382256329889 \tabularnewline
82 & 1.2611 & 1.26198911565131 & -0.000889115651306688 & -0.000889115651306695 & -0.339709078015224 \tabularnewline
83 & 1.2881 & 1.28897557066908 & -0.000875570669083789 & -0.000875570669083774 & 0.884108443798028 \tabularnewline
84 & 1.3213 & 1.3221590291283 & -0.000859029128296339 & -0.000859029128296387 & 1.08022440315175 \tabularnewline
85 & 1.2999 & 1.2921621733278 & -0.000703438788142819 & 0.00773782667220233 & -0.950665342315977 \tabularnewline
86 & 1.3074 & 1.30801136168211 & -0.000611361703805363 & -0.000611361682109444 & 0.508447677188198 \tabularnewline
87 & 1.3242 & 1.32480395575728 & -0.00060395575727678 & -0.000603955757276813 & 0.551971478073951 \tabularnewline
88 & 1.3516 & 1.35219204931215 & -0.000592049312151208 & -0.000592049312151176 & 0.887775840030101 \tabularnewline
89 & 1.3511 & 1.35169201019217 & -0.000592010192167105 & -0.000592010192167148 & 0.00291812926408642 \tabularnewline
90 & 1.3419 & 1.34249566694271 & -0.000595666942712514 & -0.000595666942712485 & -0.272888831481685 \tabularnewline
91 & 1.3716 & 1.37218280253916 & -0.000582802539155622 & -0.00058280253915564 & 0.960427472788799 \tabularnewline
92 & 1.3622 & 1.36278654498332 & -0.000586544983323609 & -0.000586544983323608 & -0.279521142540503 \tabularnewline
93 & 1.3896 & 1.39017467118266 & -0.000574671182664857 & -0.000574671182664874 & 0.88722428741174 \tabularnewline
94 & 1.4227 & 1.42326039015001 & -0.000560390150012372 & -0.000560390150012385 & 1.06754831118485 \tabularnewline
95 & 1.4684 & 1.46894077997817 & -0.000540779978166522 & -0.000540779978166507 & 1.46653862045151 \tabularnewline
96 & 1.457 & 1.4575453813431 & -0.000545381343102975 & -0.000545381343103016 & -0.344257083203289 \tabularnewline
97 & 1.4718 & 1.46537158407555 & -0.000584401439404385 & 0.00642841592445315 & 0.272170660446248 \tabularnewline
98 & 1.4748 & 1.47533241515996 & -0.000532415084472429 & -0.000532415159960734 & 0.325131189869748 \tabularnewline
99 & 1.5527 & 1.55320282907568 & -0.000502829075679296 & -0.000502829075679367 & 2.4865084702158 \tabularnewline
100 & 1.575 & 1.57549423072274 & -0.000494230722738832 & -0.000494230722738795 & 0.722908146940304 \tabularnewline
101 & 1.5557 & 1.55620131921565 & -0.000501319215647433 & -0.000501319215647472 & -0.596191145466313 \tabularnewline
102 & 1.5553 & 1.5558012810396 & -0.000501281039600476 & -0.000501281039600436 & 0.00321207936962789 \tabularnewline
103 & 1.577 & 1.57749291897411 & -0.000492918974108302 & -0.000492918974108346 & 0.703837681858835 \tabularnewline
104 & 1.4975 & 1.49802266561987 & -0.000522665619867437 & -0.000522665619867362 & -2.5047277499391 \tabularnewline
105 & 1.4369 & 1.4374452765879 & -0.000545276587901012 & -0.000545276587901 & -1.90460621093662 \tabularnewline
106 & 1.3322 & 1.33278446196666 & -0.000584461966655916 & -0.000584461966655842 & -3.30197318515694 \tabularnewline
107 & 1.2732 & 1.27380643095707 & -0.000606430957065928 & -0.000606430957065906 & -1.85192324951378 \tabularnewline
108 & 1.3449 & 1.34547924808481 & -0.000579248084811771 & -0.000579248084811871 & 2.29230055147241 \tabularnewline
109 & 1.3239 & 1.31871920182971 & -0.000470981622950971 & 0.00518079817028618 & -0.848826329019684 \tabularnewline
110 & 1.2785 & 1.27914406812605 & -0.000644067750631574 & -0.000644068126050298 & -1.20922387356711 \tabularnewline
111 & 1.305 & 1.3056348694776 & -0.000634869477603056 & -0.000634869477603137 & 0.860552974693583 \tabularnewline
112 & 1.319 & 1.31962991186528 & -0.000629911865283374 & -0.00062991186528335 & 0.463971778384546 \tabularnewline
113 & 1.365 & 1.36561412117157 & -0.000614121171574422 & -0.000614121171574493 & 1.47831618235531 \tabularnewline
114 & 1.4016 & 1.40220152329531 & -0.000601523295310795 & -0.000601523295310737 & 1.17980580476799 \tabularnewline
115 & 1.4088 & 1.40939888318553 & -0.00059888318552793 & -0.000598883185528012 & 0.247333074313468 \tabularnewline
116 & 1.4268 & 1.42739259127557 & -0.00059259127556915 & -0.000592591275569107 & 0.589643720380056 \tabularnewline
117 & 1.4562 & 1.45678244836196 & -0.000582448361956788 & -0.000582448361956845 & 0.950860540340921 \tabularnewline
118 & 1.4816 & 1.48217366457154 & -0.000573664571535846 & -0.000573664571535841 & 0.823726302091872 \tabularnewline
119 & 1.4914 & 1.49197015877023 & -0.00057015877023488 & -0.000570158770234806 & 0.3288781998492 \tabularnewline
120 & 1.4614 & 1.46198010128558 & -0.00058010128557997 & -0.000580101285580056 & -0.933019733910427 \tabularnewline
121 & 1.4272 & 1.42241262595541 & -0.000435215769039709 & 0.00478737404459201 & -1.26124733515394 \tabularnewline
122 & 1.3686 & 1.36924698519776 & -0.000646984534883862 & -0.000646985197760873 & -1.63449044280206 \tabularnewline
123 & 1.3569 & 1.35755038442182 & -0.00065038442181929 & -0.000650384421819372 & -0.350421126798489 \tabularnewline
124 & 1.3406 & 1.34125519672749 & -0.000655196727490363 & -0.00065519672749031 & -0.496150203010741 \tabularnewline
125 & 1.2565 & 1.25718084837717 & -0.000680848377169887 & -0.000680848377169876 & -2.64550639179782 \tabularnewline
126 & 1.2208 & 1.22149161025705 & -0.000691610257051102 & -0.000691610257051039 & -1.11023563119187 \tabularnewline
127 & 1.277 & 1.27767413203302 & -0.000674132033024431 & -0.000674132033024563 & 1.8036729297778 \tabularnewline
128 & 1.2894 & 1.29007011663558 & -0.000670116635576914 & -0.00067011663557685 & 0.41449800831116 \tabularnewline
129 & 1.3067 & 1.30736459925165 & -0.000664599251646682 & -0.000664599251646733 & 0.569718730623837 \tabularnewline
130 & 1.3898 & 1.39043888881199 & -0.000638888811985315 & -0.000638888811985359 & 2.65564572417554 \tabularnewline
131 & 1.3661 & 1.36674596494418 & -0.00064596494417659 & -0.000645964944176483 & -0.731122034285882 \tabularnewline
132 & 1.322 & 1.32265929440488 & -0.000659294404876346 & -0.000659294404876426 & -1.37765278284057 \tabularnewline
133 & 1.336 & 1.32850627052585 & -0.000681248079249434 & 0.00749372947414629 & 0.210098129359858 \tabularnewline
134 & 1.3649 & 1.36544298639601 & -0.000542985849086287 & -0.000542986396006484 & 1.16835083067993 \tabularnewline
135 & 1.3999 & 1.40043297654395 & -0.000532976543945941 & -0.000532976543946043 & 1.12685756513402 \tabularnewline
136 & 1.4442 & 1.44472035464522 & -0.000520354645224322 & -0.000520354645224344 & 1.42138822795914 \tabularnewline
137 & 1.4349 & 1.43542282569697 & -0.000522825696973612 & -0.000522825696973625 & -0.278350580520926 \tabularnewline
138 & 1.4388 & 1.43932158123258 & -0.000521581232579222 & -0.000521581232579128 & 0.140221626194356 \tabularnewline
139 & 1.4264 & 1.42692492256051 & -0.000524922560514478 & -0.000524922560514592 & -0.376594371163891 \tabularnewline
140 & 1.4343 & 1.43482255334679 & -0.000522553346788742 & -0.000522553346788697 & 0.267104452320582 \tabularnewline
141 & 1.377 & 1.37753851552177 & -0.000538515521770533 & -0.000538515521770463 & -1.80007700761578 \tabularnewline
142 & 1.3706 & 1.37114016293197 & -0.000540162931968741 & -0.000540162931968804 & -0.18583301079333 \tabularnewline
143 & 1.3556 & 1.35614422582591 & -0.000544225825914094 & -0.000544225825914016 & -0.458435942984288 \tabularnewline
144 & 1.3179 & 1.31845466284292 & -0.000554662842923591 & -0.000554662842923638 & -1.17798997063761 \tabularnewline
145 & 1.2905 & 1.28549994588259 & -0.000454550312059891 & 0.00500005411741188 & -1.04467193755552 \tabularnewline
146 & 1.3224 & 1.3227268836699 & -0.000326883040753017 & -0.000326883669900256 & 1.17226501292207 \tabularnewline
147 & 1.3201 & 1.32042739540664 & -0.00032739540664115 & -0.000327395406641197 & -0.0625565595556397 \tabularnewline
148 & 1.3162 & 1.31652832287426 & -0.000328322874258078 & -0.000328322874258104 & -0.113267380175687 \tabularnewline
149 & 1.2789 & 1.27923791843201 & -0.000337918432012295 & -0.000337918432012268 & -1.17216586398428 \tabularnewline
150 & 1.2526 & 1.25294465483222 & -0.000344654832223218 & -0.000344654832223124 & -0.823112965457758 \tabularnewline
151 & 1.2288 & 1.22915073922899 & -0.000350739228992027 & -0.000350739228992103 & -0.74363834487723 \tabularnewline
152 & 1.24 & 1.24034774370477 & -0.000347743704774337 & -0.000347743704774364 & 0.366209613625875 \tabularnewline
153 & 1.2856 & 1.28593583088334 & -0.000335830883339896 & -0.000335830883339865 & 1.45674711387365 \tabularnewline
154 & 1.2974 & 1.29773268525526 & -0.000332685255256506 & -0.000332685255256569 & 0.384759637416456 \tabularnewline
155 & 1.2828 & 1.28313638240929 & -0.000336382409287029 & -0.000336382409286961 & -0.45233713993469 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=196872&T=1

[TABLE]
[ROW][C]Structural Time Series Model[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Level[/C][C]Slope[/C][C]Seasonal[/C][C]Stand. Residuals[/C][/ROW]
[ROW][C]1[/C][C]1.0137[/C][C]1.0137[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]0.9834[/C][C]0.984975600001918[/C][C]-0.00157559998100458[/C][C]-0.00157560000191803[/C][C]-0.546879219987775[/C][/ROW]
[ROW][C]3[/C][C]0.9643[/C][C]0.9659454183153[/C][C]-0.0016454183152998[/C][C]-0.0016454183152998[/C][C]-0.554565163134054[/C][/ROW]
[ROW][C]4[/C][C]0.947[/C][C]0.948707539671469[/C][C]-0.00170753967146932[/C][C]-0.00170753967146932[/C][C]-0.495398104623393[/C][/ROW]
[ROW][C]5[/C][C]0.906[/C][C]0.907862845839468[/C][C]-0.00186284583946766[/C][C]-0.00186284583946765[/C][C]-1.24344195379384[/C][/ROW]
[ROW][C]6[/C][C]0.9492[/C][C]0.950885433059785[/C][C]-0.00168543305978485[/C][C]-0.00168543305978485[/C][C]1.42606164916337[/C][/ROW]
[ROW][C]7[/C][C]0.9397[/C][C]0.94141607842047[/C][C]-0.00171607842047017[/C][C]-0.00171607842047017[/C][C]-0.247302192710122[/C][/ROW]
[ROW][C]8[/C][C]0.9041[/C][C]0.905948437489723[/C][C]-0.00184843748972296[/C][C]-0.00184843748972295[/C][C]-1.07230926582639[/C][/ROW]
[ROW][C]9[/C][C]0.8721[/C][C]0.874065758745141[/C][C]-0.00196575874514129[/C][C]-0.0019657587451413[/C][C]-0.954200252704181[/C][/ROW]
[ROW][C]10[/C][C]0.8552[/C][C]0.857223643401421[/C][C]-0.00202364340142076[/C][C]-0.00202364340142076[/C][C]-0.472624417129323[/C][/ROW]
[ROW][C]11[/C][C]0.8564[/C][C]0.858411196901747[/C][C]-0.00201119690174721[/C][C]-0.00201119690174721[/C][C]0.102019513557909[/C][/ROW]
[ROW][C]12[/C][C]0.8973[/C][C]0.899146153836025[/C][C]-0.00184615383602501[/C][C]-0.00184615383602502[/C][C]1.35803236272547[/C][/ROW]
[ROW][C]13[/C][C]0.9383[/C][C]0.911420735060411[/C][C]-0.00244356954716326[/C][C]0.0268792649395895[/C][C]0.542012623364397[/C][/ROW]
[ROW][C]14[/C][C]0.9217[/C][C]0.923785090811872[/C][C]-0.00208509091208113[/C][C]-0.00208509081187213[/C][C]0.400258022761132[/C][/ROW]
[ROW][C]15[/C][C]0.9095[/C][C]0.911603448283198[/C][C]-0.00210344828319821[/C][C]-0.00210344828319821[/C][C]-0.320437848459104[/C][/ROW]
[ROW][C]16[/C][C]0.892[/C][C]0.894131340587683[/C][C]-0.00213134058768247[/C][C]-0.00213134058768247[/C][C]-0.487759805588295[/C][/ROW]
[ROW][C]17[/C][C]0.8742[/C][C]0.876359674511329[/C][C]-0.00215967451132895[/C][C]-0.00215967451132895[/C][C]-0.496380939726997[/C][/ROW]
[ROW][C]18[/C][C]0.8532[/C][C]0.855393682319859[/C][C]-0.00219368231985925[/C][C]-0.00219368231985926[/C][C]-0.596859853502851[/C][/ROW]
[ROW][C]19[/C][C]0.8607[/C][C]0.862876216225185[/C][C]-0.00217621622518474[/C][C]-0.00217621622518474[/C][C]0.307095503126728[/C][/ROW]
[ROW][C]20[/C][C]0.9005[/C][C]0.902600719431668[/C][C]-0.00210071943166751[/C][C]-0.00210071943166752[/C][C]1.32980716104618[/C][/ROW]
[ROW][C]21[/C][C]0.9111[/C][C]0.91317791742139[/C][C]-0.00207791742138969[/C][C]-0.00207791742138969[/C][C]0.402359633307811[/C][/ROW]
[ROW][C]22[/C][C]0.9059[/C][C]0.907983512551588[/C][C]-0.00208351255158776[/C][C]-0.00208351255158776[/C][C]-0.0989079424006534[/C][/ROW]
[ROW][C]23[/C][C]0.8883[/C][C]0.890411270132635[/C][C]-0.00211127013263462[/C][C]-0.00211127013263462[/C][C]-0.491564932271027[/C][/ROW]
[ROW][C]24[/C][C]0.8924[/C][C]0.894500178578572[/C][C]-0.00210017857857176[/C][C]-0.00210017857857177[/C][C]0.196774397408811[/C][/ROW]
[ROW][C]25[/C][C]0.8833[/C][C]0.865919676984495[/C][C]-0.00158002937511671[/C][C]0.0173803230155046[/C][C]-0.925932022605712[/C][/ROW]
[ROW][C]26[/C][C]0.87[/C][C]0.871469294006719[/C][C]-0.00146929412778093[/C][C]-0.00146929400671916[/C][C]0.20549527269946[/C][/ROW]
[ROW][C]27[/C][C]0.8758[/C][C]0.877260752063101[/C][C]-0.0014607520631014[/C][C]-0.0014607520631014[/C][C]0.230363258947161[/C][/ROW]
[ROW][C]28[/C][C]0.8858[/C][C]0.887247300475647[/C][C]-0.00144730047564669[/C][C]-0.00144730047564669[/C][C]0.363190418930783[/C][/ROW]
[ROW][C]29[/C][C]0.917[/C][C]0.918409026968318[/C][C]-0.00140902696831818[/C][C]-0.00140902696831819[/C][C]1.03459134606706[/C][/ROW]
[ROW][C]30[/C][C]0.9554[/C][C]0.956762412180822[/C][C]-0.00136241218082183[/C][C]-0.00136241218082184[/C][C]1.26154697322881[/C][/ROW]
[ROW][C]31[/C][C]0.9922[/C][C]0.993517777778871[/C][C]-0.00131777777887051[/C][C]-0.00131777777887051[/C][C]1.20936662486686[/C][/ROW]
[ROW][C]32[/C][C]0.9778[/C][C]0.97913306074935[/C][C]-0.00133306074935004[/C][C]-0.00133306074935003[/C][C]-0.414575831308026[/C][/ROW]
[ROW][C]33[/C][C]0.9808[/C][C]0.982128004668932[/C][C]-0.00132800466893247[/C][C]-0.00132800466893247[/C][C]0.137314858111376[/C][/ROW]
[ROW][C]34[/C][C]0.9811[/C][C]0.98242610722752[/C][C]-0.00132610722751968[/C][C]-0.00132610722751968[/C][C]0.051591564309642[/C][/ROW]
[ROW][C]35[/C][C]1.0014[/C][C]1.00270093131592[/C][C]-0.00130093131591715[/C][C]-0.00130093131591715[/C][C]0.685333083426942[/C][/ROW]
[ROW][C]36[/C][C]1.0183[/C][C]1.01957976744147[/C][C]-0.00127976744147382[/C][C]-0.00127976744147383[/C][C]0.57678937319311[/C][/ROW]
[ROW][C]37[/C][C]1.0622[/C][C]1.04444413866508[/C][C]-0.00161416921756449[/C][C]0.0177558613349199[/C][C]0.885392623913184[/C][/ROW]
[ROW][C]38[/C][C]1.0773[/C][C]1.07850626076983[/C][C]-0.00120626087997225[/C][C]-0.00120626076982654[/C][C]1.05676627366073[/C][/ROW]
[ROW][C]39[/C][C]1.0807[/C][C]1.08190225891352[/C][C]-0.00120225891351716[/C][C]-0.00120225891351716[/C][C]0.145994361166446[/C][/ROW]
[ROW][C]40[/C][C]1.0848[/C][C]1.08599765625796[/C][C]-0.00119765625796038[/C][C]-0.00119765625796038[/C][C]0.168053915802314[/C][/ROW]
[ROW][C]41[/C][C]1.1582[/C][C]1.15933295750661[/C][C]-0.00113295750661183[/C][C]-0.00113295750661185[/C][C]2.36435699793847[/C][/ROW]
[ROW][C]42[/C][C]1.1663[/C][C]1.16742495667645[/C][C]-0.00112495667644973[/C][C]-0.00112495667644973[/C][C]0.292636752921047[/C][/ROW]
[ROW][C]43[/C][C]1.1372[/C][C]1.13834917749449[/C][C]-0.00114917749449178[/C][C]-0.00114917749449178[/C][C]-0.886663770394751[/C][/ROW]
[ROW][C]44[/C][C]1.1139[/C][C]1.11506833910669[/C][C]-0.00116833910669253[/C][C]-0.00116833910669253[/C][C]-0.702066443087715[/C][/ROW]
[ROW][C]45[/C][C]1.1222[/C][C]1.12336015558066[/C][C]-0.00116015558066092[/C][C]-0.00116015558066093[/C][C]0.300097463383483[/C][/ROW]
[ROW][C]46[/C][C]1.1692[/C][C]1.1703185664976[/C][C]-0.00111856649760215[/C][C]-0.00111856649760216[/C][C]1.52642884473308[/C][/ROW]
[ROW][C]47[/C][C]1.1702[/C][C]1.17131673857128[/C][C]-0.00111673857127606[/C][C]-0.00111673857127605[/C][C]0.0671476696498444[/C][/ROW]
[ROW][C]48[/C][C]1.2286[/C][C]1.22966543103526[/C][C]-0.00106543103525833[/C][C]-0.00106543103525834[/C][C]1.88637542994295[/C][/ROW]
[ROW][C]49[/C][C]1.2613[/C][C]1.24759851679961[/C][C]-0.0012455893862925[/C][C]0.013701483200387[/C][C]0.633055156649665[/C][/ROW]
[ROW][C]50[/C][C]1.2646[/C][C]1.26567082751634[/C][C]-0.0010708275933769[/C][C]-0.00107082751634049[/C][C]0.580948985234042[/C][/ROW]
[ROW][C]51[/C][C]1.2262[/C][C]1.22729655412464[/C][C]-0.0010965541246447[/C][C]-0.00109655412464468[/C][C]-1.18324570843931[/C][/ROW]
[ROW][C]52[/C][C]1.1985[/C][C]1.19961487605833[/C][C]-0.00111487605833415[/C][C]-0.00111487605833413[/C][C]-0.843265969717846[/C][/ROW]
[ROW][C]53[/C][C]1.2007[/C][C]1.2018125946569[/C][C]-0.00111259465689736[/C][C]-0.00111259465689737[/C][C]0.105073713001484[/C][/ROW]
[ROW][C]54[/C][C]1.2138[/C][C]1.21490281983184[/C][C]-0.00110281983183582[/C][C]-0.00110281983183582[/C][C]0.45050566578719[/C][/ROW]
[ROW][C]55[/C][C]1.2266[/C][C]1.22769326462854[/C][C]-0.00109326462854213[/C][C]-0.00109326462854214[/C][C]0.440686640065839[/C][/ROW]
[ROW][C]56[/C][C]1.2176[/C][C]1.21869869507903[/C][C]-0.0010986950790348[/C][C]-0.00109869507903478[/C][C]-0.250624945862032[/C][/ROW]
[ROW][C]57[/C][C]1.2218[/C][C]1.22289505836288[/C][C]-0.00109505836287515[/C][C]-0.00109505836287515[/C][C]0.167956232015809[/C][/ROW]
[ROW][C]58[/C][C]1.249[/C][C]1.25007565159997[/C][C]-0.00107565159997141[/C][C]-0.00107565159997144[/C][C]0.89688733466256[/C][/ROW]
[ROW][C]59[/C][C]1.2991[/C][C]1.30014057575684[/C][C]-0.001040575756842[/C][C]-0.001040575756842[/C][C]1.62214913891748[/C][/ROW]
[ROW][C]60[/C][C]1.3408[/C][C]1.34181130138787[/C][C]-0.00101130138786973[/C][C]-0.00101130138786975[/C][C]1.35477716996868[/C][/ROW]
[ROW][C]61[/C][C]1.3119[/C][C]1.30383889941046[/C][C]-0.000732827338047902[/C][C]0.00806110058954323[/C][C]-1.21958109899878[/C][/ROW]
[ROW][C]62[/C][C]1.3014[/C][C]1.30214005702928[/C][C]-0.000740057156853872[/C][C]-0.000740057029284797[/C][C]-0.0293322456868471[/C][/ROW]
[ROW][C]63[/C][C]1.3201[/C][C]1.32082895488803[/C][C]-0.000728954888027986[/C][C]-0.000728954888027998[/C][C]0.616239842648758[/C][/ROW]
[ROW][C]64[/C][C]1.2938[/C][C]1.29454355023464[/C][C]-0.000743550234638132[/C][C]-0.000743550234638102[/C][C]-0.810589145309265[/C][/ROW]
[ROW][C]65[/C][C]1.2694[/C][C]1.27015704507306[/C][C]-0.000757045073059312[/C][C]-0.000757045073059317[/C][C]-0.749897567188447[/C][/ROW]
[ROW][C]66[/C][C]1.2165[/C][C]1.21728677310003[/C][C]-0.000786773100028562[/C][C]-0.000786773100028542[/C][C]-1.65290573165946[/C][/ROW]
[ROW][C]67[/C][C]1.2037[/C][C]1.20449361824414[/C][C]-0.000793618244135596[/C][C]-0.000793618244135612[/C][C]-0.380813378406676[/C][/ROW]
[ROW][C]68[/C][C]1.2292[/C][C]1.22997864465618[/C][C]-0.00077864465618068[/C][C]-0.000778644656180683[/C][C]0.833494888835969[/C][/ROW]
[ROW][C]69[/C][C]1.2256[/C][C]1.22638025043625[/C][C]-0.000780250436249122[/C][C]-0.000780250436249112[/C][C]-0.0894356044171[/C][/ROW]
[ROW][C]70[/C][C]1.2015[/C][C]1.20229351536885[/C][C]-0.000793515368852573[/C][C]-0.000793515368852574[/C][C]-0.739224940048541[/C][/ROW]
[ROW][C]71[/C][C]1.1786[/C][C]1.17940608301324[/C][C]-0.000806083013242337[/C][C]-0.000806083013242308[/C][C]-0.700765133659363[/C][/ROW]
[ROW][C]72[/C][C]1.1856[/C][C]1.18640164773843[/C][C]-0.000801647738431946[/C][C]-0.000801647738431988[/C][C]0.247449188841491[/C][/ROW]
[ROW][C]73[/C][C]1.2103[/C][C]1.20046023389858[/C][C]-0.00089452420207643[/C][C]0.00983976610142321[/C][C]0.487124521719534[/C][/ROW]
[ROW][C]74[/C][C]1.1938[/C][C]1.19472541453224[/C][C]-0.000925414646558922[/C][C]-0.000925414532244187[/C][C]-0.147954585277644[/C][/ROW]
[ROW][C]75[/C][C]1.202[/C][C]1.20292096539095[/C][C]-0.000920965390953331[/C][C]-0.000920965390953361[/C][C]0.289283055142372[/C][/ROW]
[ROW][C]76[/C][C]1.2271[/C][C]1.22800828460735[/C][C]-0.000908284607346402[/C][C]-0.000908284607346384[/C][C]0.824885824236761[/C][/ROW]
[ROW][C]77[/C][C]1.277[/C][C]1.27788353629287[/C][C]-0.000883536292868094[/C][C]-0.000883536292868137[/C][C]1.61066424990077[/C][/ROW]
[ROW][C]78[/C][C]1.265[/C][C]1.26588894839842[/C][C]-0.000888948398420283[/C][C]-0.000888948398420258[/C][C]-0.352401049175631[/C][/ROW]
[ROW][C]79[/C][C]1.2684[/C][C]1.2692868613187[/C][C]-0.0008868613187018[/C][C]-0.000886861318701806[/C][C]0.135963210460468[/C][/ROW]
[ROW][C]80[/C][C]1.2811[/C][C]1.28198025292247[/C][C]-0.000880252922467237[/C][C]-0.000880252922467245[/C][C]0.430714788821308[/C][/ROW]
[ROW][C]81[/C][C]1.2727[/C][C]1.2735839086093[/C][C]-0.000883908609301735[/C][C]-0.000883908609301724[/C][C]-0.238382256329889[/C][/ROW]
[ROW][C]82[/C][C]1.2611[/C][C]1.26198911565131[/C][C]-0.000889115651306688[/C][C]-0.000889115651306695[/C][C]-0.339709078015224[/C][/ROW]
[ROW][C]83[/C][C]1.2881[/C][C]1.28897557066908[/C][C]-0.000875570669083789[/C][C]-0.000875570669083774[/C][C]0.884108443798028[/C][/ROW]
[ROW][C]84[/C][C]1.3213[/C][C]1.3221590291283[/C][C]-0.000859029128296339[/C][C]-0.000859029128296387[/C][C]1.08022440315175[/C][/ROW]
[ROW][C]85[/C][C]1.2999[/C][C]1.2921621733278[/C][C]-0.000703438788142819[/C][C]0.00773782667220233[/C][C]-0.950665342315977[/C][/ROW]
[ROW][C]86[/C][C]1.3074[/C][C]1.30801136168211[/C][C]-0.000611361703805363[/C][C]-0.000611361682109444[/C][C]0.508447677188198[/C][/ROW]
[ROW][C]87[/C][C]1.3242[/C][C]1.32480395575728[/C][C]-0.00060395575727678[/C][C]-0.000603955757276813[/C][C]0.551971478073951[/C][/ROW]
[ROW][C]88[/C][C]1.3516[/C][C]1.35219204931215[/C][C]-0.000592049312151208[/C][C]-0.000592049312151176[/C][C]0.887775840030101[/C][/ROW]
[ROW][C]89[/C][C]1.3511[/C][C]1.35169201019217[/C][C]-0.000592010192167105[/C][C]-0.000592010192167148[/C][C]0.00291812926408642[/C][/ROW]
[ROW][C]90[/C][C]1.3419[/C][C]1.34249566694271[/C][C]-0.000595666942712514[/C][C]-0.000595666942712485[/C][C]-0.272888831481685[/C][/ROW]
[ROW][C]91[/C][C]1.3716[/C][C]1.37218280253916[/C][C]-0.000582802539155622[/C][C]-0.00058280253915564[/C][C]0.960427472788799[/C][/ROW]
[ROW][C]92[/C][C]1.3622[/C][C]1.36278654498332[/C][C]-0.000586544983323609[/C][C]-0.000586544983323608[/C][C]-0.279521142540503[/C][/ROW]
[ROW][C]93[/C][C]1.3896[/C][C]1.39017467118266[/C][C]-0.000574671182664857[/C][C]-0.000574671182664874[/C][C]0.88722428741174[/C][/ROW]
[ROW][C]94[/C][C]1.4227[/C][C]1.42326039015001[/C][C]-0.000560390150012372[/C][C]-0.000560390150012385[/C][C]1.06754831118485[/C][/ROW]
[ROW][C]95[/C][C]1.4684[/C][C]1.46894077997817[/C][C]-0.000540779978166522[/C][C]-0.000540779978166507[/C][C]1.46653862045151[/C][/ROW]
[ROW][C]96[/C][C]1.457[/C][C]1.4575453813431[/C][C]-0.000545381343102975[/C][C]-0.000545381343103016[/C][C]-0.344257083203289[/C][/ROW]
[ROW][C]97[/C][C]1.4718[/C][C]1.46537158407555[/C][C]-0.000584401439404385[/C][C]0.00642841592445315[/C][C]0.272170660446248[/C][/ROW]
[ROW][C]98[/C][C]1.4748[/C][C]1.47533241515996[/C][C]-0.000532415084472429[/C][C]-0.000532415159960734[/C][C]0.325131189869748[/C][/ROW]
[ROW][C]99[/C][C]1.5527[/C][C]1.55320282907568[/C][C]-0.000502829075679296[/C][C]-0.000502829075679367[/C][C]2.4865084702158[/C][/ROW]
[ROW][C]100[/C][C]1.575[/C][C]1.57549423072274[/C][C]-0.000494230722738832[/C][C]-0.000494230722738795[/C][C]0.722908146940304[/C][/ROW]
[ROW][C]101[/C][C]1.5557[/C][C]1.55620131921565[/C][C]-0.000501319215647433[/C][C]-0.000501319215647472[/C][C]-0.596191145466313[/C][/ROW]
[ROW][C]102[/C][C]1.5553[/C][C]1.5558012810396[/C][C]-0.000501281039600476[/C][C]-0.000501281039600436[/C][C]0.00321207936962789[/C][/ROW]
[ROW][C]103[/C][C]1.577[/C][C]1.57749291897411[/C][C]-0.000492918974108302[/C][C]-0.000492918974108346[/C][C]0.703837681858835[/C][/ROW]
[ROW][C]104[/C][C]1.4975[/C][C]1.49802266561987[/C][C]-0.000522665619867437[/C][C]-0.000522665619867362[/C][C]-2.5047277499391[/C][/ROW]
[ROW][C]105[/C][C]1.4369[/C][C]1.4374452765879[/C][C]-0.000545276587901012[/C][C]-0.000545276587901[/C][C]-1.90460621093662[/C][/ROW]
[ROW][C]106[/C][C]1.3322[/C][C]1.33278446196666[/C][C]-0.000584461966655916[/C][C]-0.000584461966655842[/C][C]-3.30197318515694[/C][/ROW]
[ROW][C]107[/C][C]1.2732[/C][C]1.27380643095707[/C][C]-0.000606430957065928[/C][C]-0.000606430957065906[/C][C]-1.85192324951378[/C][/ROW]
[ROW][C]108[/C][C]1.3449[/C][C]1.34547924808481[/C][C]-0.000579248084811771[/C][C]-0.000579248084811871[/C][C]2.29230055147241[/C][/ROW]
[ROW][C]109[/C][C]1.3239[/C][C]1.31871920182971[/C][C]-0.000470981622950971[/C][C]0.00518079817028618[/C][C]-0.848826329019684[/C][/ROW]
[ROW][C]110[/C][C]1.2785[/C][C]1.27914406812605[/C][C]-0.000644067750631574[/C][C]-0.000644068126050298[/C][C]-1.20922387356711[/C][/ROW]
[ROW][C]111[/C][C]1.305[/C][C]1.3056348694776[/C][C]-0.000634869477603056[/C][C]-0.000634869477603137[/C][C]0.860552974693583[/C][/ROW]
[ROW][C]112[/C][C]1.319[/C][C]1.31962991186528[/C][C]-0.000629911865283374[/C][C]-0.00062991186528335[/C][C]0.463971778384546[/C][/ROW]
[ROW][C]113[/C][C]1.365[/C][C]1.36561412117157[/C][C]-0.000614121171574422[/C][C]-0.000614121171574493[/C][C]1.47831618235531[/C][/ROW]
[ROW][C]114[/C][C]1.4016[/C][C]1.40220152329531[/C][C]-0.000601523295310795[/C][C]-0.000601523295310737[/C][C]1.17980580476799[/C][/ROW]
[ROW][C]115[/C][C]1.4088[/C][C]1.40939888318553[/C][C]-0.00059888318552793[/C][C]-0.000598883185528012[/C][C]0.247333074313468[/C][/ROW]
[ROW][C]116[/C][C]1.4268[/C][C]1.42739259127557[/C][C]-0.00059259127556915[/C][C]-0.000592591275569107[/C][C]0.589643720380056[/C][/ROW]
[ROW][C]117[/C][C]1.4562[/C][C]1.45678244836196[/C][C]-0.000582448361956788[/C][C]-0.000582448361956845[/C][C]0.950860540340921[/C][/ROW]
[ROW][C]118[/C][C]1.4816[/C][C]1.48217366457154[/C][C]-0.000573664571535846[/C][C]-0.000573664571535841[/C][C]0.823726302091872[/C][/ROW]
[ROW][C]119[/C][C]1.4914[/C][C]1.49197015877023[/C][C]-0.00057015877023488[/C][C]-0.000570158770234806[/C][C]0.3288781998492[/C][/ROW]
[ROW][C]120[/C][C]1.4614[/C][C]1.46198010128558[/C][C]-0.00058010128557997[/C][C]-0.000580101285580056[/C][C]-0.933019733910427[/C][/ROW]
[ROW][C]121[/C][C]1.4272[/C][C]1.42241262595541[/C][C]-0.000435215769039709[/C][C]0.00478737404459201[/C][C]-1.26124733515394[/C][/ROW]
[ROW][C]122[/C][C]1.3686[/C][C]1.36924698519776[/C][C]-0.000646984534883862[/C][C]-0.000646985197760873[/C][C]-1.63449044280206[/C][/ROW]
[ROW][C]123[/C][C]1.3569[/C][C]1.35755038442182[/C][C]-0.00065038442181929[/C][C]-0.000650384421819372[/C][C]-0.350421126798489[/C][/ROW]
[ROW][C]124[/C][C]1.3406[/C][C]1.34125519672749[/C][C]-0.000655196727490363[/C][C]-0.00065519672749031[/C][C]-0.496150203010741[/C][/ROW]
[ROW][C]125[/C][C]1.2565[/C][C]1.25718084837717[/C][C]-0.000680848377169887[/C][C]-0.000680848377169876[/C][C]-2.64550639179782[/C][/ROW]
[ROW][C]126[/C][C]1.2208[/C][C]1.22149161025705[/C][C]-0.000691610257051102[/C][C]-0.000691610257051039[/C][C]-1.11023563119187[/C][/ROW]
[ROW][C]127[/C][C]1.277[/C][C]1.27767413203302[/C][C]-0.000674132033024431[/C][C]-0.000674132033024563[/C][C]1.8036729297778[/C][/ROW]
[ROW][C]128[/C][C]1.2894[/C][C]1.29007011663558[/C][C]-0.000670116635576914[/C][C]-0.00067011663557685[/C][C]0.41449800831116[/C][/ROW]
[ROW][C]129[/C][C]1.3067[/C][C]1.30736459925165[/C][C]-0.000664599251646682[/C][C]-0.000664599251646733[/C][C]0.569718730623837[/C][/ROW]
[ROW][C]130[/C][C]1.3898[/C][C]1.39043888881199[/C][C]-0.000638888811985315[/C][C]-0.000638888811985359[/C][C]2.65564572417554[/C][/ROW]
[ROW][C]131[/C][C]1.3661[/C][C]1.36674596494418[/C][C]-0.00064596494417659[/C][C]-0.000645964944176483[/C][C]-0.731122034285882[/C][/ROW]
[ROW][C]132[/C][C]1.322[/C][C]1.32265929440488[/C][C]-0.000659294404876346[/C][C]-0.000659294404876426[/C][C]-1.37765278284057[/C][/ROW]
[ROW][C]133[/C][C]1.336[/C][C]1.32850627052585[/C][C]-0.000681248079249434[/C][C]0.00749372947414629[/C][C]0.210098129359858[/C][/ROW]
[ROW][C]134[/C][C]1.3649[/C][C]1.36544298639601[/C][C]-0.000542985849086287[/C][C]-0.000542986396006484[/C][C]1.16835083067993[/C][/ROW]
[ROW][C]135[/C][C]1.3999[/C][C]1.40043297654395[/C][C]-0.000532976543945941[/C][C]-0.000532976543946043[/C][C]1.12685756513402[/C][/ROW]
[ROW][C]136[/C][C]1.4442[/C][C]1.44472035464522[/C][C]-0.000520354645224322[/C][C]-0.000520354645224344[/C][C]1.42138822795914[/C][/ROW]
[ROW][C]137[/C][C]1.4349[/C][C]1.43542282569697[/C][C]-0.000522825696973612[/C][C]-0.000522825696973625[/C][C]-0.278350580520926[/C][/ROW]
[ROW][C]138[/C][C]1.4388[/C][C]1.43932158123258[/C][C]-0.000521581232579222[/C][C]-0.000521581232579128[/C][C]0.140221626194356[/C][/ROW]
[ROW][C]139[/C][C]1.4264[/C][C]1.42692492256051[/C][C]-0.000524922560514478[/C][C]-0.000524922560514592[/C][C]-0.376594371163891[/C][/ROW]
[ROW][C]140[/C][C]1.4343[/C][C]1.43482255334679[/C][C]-0.000522553346788742[/C][C]-0.000522553346788697[/C][C]0.267104452320582[/C][/ROW]
[ROW][C]141[/C][C]1.377[/C][C]1.37753851552177[/C][C]-0.000538515521770533[/C][C]-0.000538515521770463[/C][C]-1.80007700761578[/C][/ROW]
[ROW][C]142[/C][C]1.3706[/C][C]1.37114016293197[/C][C]-0.000540162931968741[/C][C]-0.000540162931968804[/C][C]-0.18583301079333[/C][/ROW]
[ROW][C]143[/C][C]1.3556[/C][C]1.35614422582591[/C][C]-0.000544225825914094[/C][C]-0.000544225825914016[/C][C]-0.458435942984288[/C][/ROW]
[ROW][C]144[/C][C]1.3179[/C][C]1.31845466284292[/C][C]-0.000554662842923591[/C][C]-0.000554662842923638[/C][C]-1.17798997063761[/C][/ROW]
[ROW][C]145[/C][C]1.2905[/C][C]1.28549994588259[/C][C]-0.000454550312059891[/C][C]0.00500005411741188[/C][C]-1.04467193755552[/C][/ROW]
[ROW][C]146[/C][C]1.3224[/C][C]1.3227268836699[/C][C]-0.000326883040753017[/C][C]-0.000326883669900256[/C][C]1.17226501292207[/C][/ROW]
[ROW][C]147[/C][C]1.3201[/C][C]1.32042739540664[/C][C]-0.00032739540664115[/C][C]-0.000327395406641197[/C][C]-0.0625565595556397[/C][/ROW]
[ROW][C]148[/C][C]1.3162[/C][C]1.31652832287426[/C][C]-0.000328322874258078[/C][C]-0.000328322874258104[/C][C]-0.113267380175687[/C][/ROW]
[ROW][C]149[/C][C]1.2789[/C][C]1.27923791843201[/C][C]-0.000337918432012295[/C][C]-0.000337918432012268[/C][C]-1.17216586398428[/C][/ROW]
[ROW][C]150[/C][C]1.2526[/C][C]1.25294465483222[/C][C]-0.000344654832223218[/C][C]-0.000344654832223124[/C][C]-0.823112965457758[/C][/ROW]
[ROW][C]151[/C][C]1.2288[/C][C]1.22915073922899[/C][C]-0.000350739228992027[/C][C]-0.000350739228992103[/C][C]-0.74363834487723[/C][/ROW]
[ROW][C]152[/C][C]1.24[/C][C]1.24034774370477[/C][C]-0.000347743704774337[/C][C]-0.000347743704774364[/C][C]0.366209613625875[/C][/ROW]
[ROW][C]153[/C][C]1.2856[/C][C]1.28593583088334[/C][C]-0.000335830883339896[/C][C]-0.000335830883339865[/C][C]1.45674711387365[/C][/ROW]
[ROW][C]154[/C][C]1.2974[/C][C]1.29773268525526[/C][C]-0.000332685255256506[/C][C]-0.000332685255256569[/C][C]0.384759637416456[/C][/ROW]
[ROW][C]155[/C][C]1.2828[/C][C]1.28313638240929[/C][C]-0.000336382409287029[/C][C]-0.000336382409286961[/C][C]-0.45233713993469[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=196872&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=196872&T=1

As an alternative you can also use a QR Code:  
QR Code


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

Structural Time Series Model
tObservedLevelSlopeSeasonalStand. Residuals
11.01371.0137000
20.98340.984975600001918-0.00157559998100458-0.00157560000191803-0.546879219987775
30.96430.9659454183153-0.0016454183152998-0.0016454183152998-0.554565163134054
40.9470.948707539671469-0.00170753967146932-0.00170753967146932-0.495398104623393
50.9060.907862845839468-0.00186284583946766-0.00186284583946765-1.24344195379384
60.94920.950885433059785-0.00168543305978485-0.001685433059784851.42606164916337
70.93970.94141607842047-0.00171607842047017-0.00171607842047017-0.247302192710122
80.90410.905948437489723-0.00184843748972296-0.00184843748972295-1.07230926582639
90.87210.874065758745141-0.00196575874514129-0.0019657587451413-0.954200252704181
100.85520.857223643401421-0.00202364340142076-0.00202364340142076-0.472624417129323
110.85640.858411196901747-0.00201119690174721-0.002011196901747210.102019513557909
120.89730.899146153836025-0.00184615383602501-0.001846153836025021.35803236272547
130.93830.911420735060411-0.002443569547163260.02687926493958950.542012623364397
140.92170.923785090811872-0.00208509091208113-0.002085090811872130.400258022761132
150.90950.911603448283198-0.00210344828319821-0.00210344828319821-0.320437848459104
160.8920.894131340587683-0.00213134058768247-0.00213134058768247-0.487759805588295
170.87420.876359674511329-0.00215967451132895-0.00215967451132895-0.496380939726997
180.85320.855393682319859-0.00219368231985925-0.00219368231985926-0.596859853502851
190.86070.862876216225185-0.00217621622518474-0.002176216225184740.307095503126728
200.90050.902600719431668-0.00210071943166751-0.002100719431667521.32980716104618
210.91110.91317791742139-0.00207791742138969-0.002077917421389690.402359633307811
220.90590.907983512551588-0.00208351255158776-0.00208351255158776-0.0989079424006534
230.88830.890411270132635-0.00211127013263462-0.00211127013263462-0.491564932271027
240.89240.894500178578572-0.00210017857857176-0.002100178578571770.196774397408811
250.88330.865919676984495-0.001580029375116710.0173803230155046-0.925932022605712
260.870.871469294006719-0.00146929412778093-0.001469294006719160.20549527269946
270.87580.877260752063101-0.0014607520631014-0.00146075206310140.230363258947161
280.88580.887247300475647-0.00144730047564669-0.001447300475646690.363190418930783
290.9170.918409026968318-0.00140902696831818-0.001409026968318191.03459134606706
300.95540.956762412180822-0.00136241218082183-0.001362412180821841.26154697322881
310.99220.993517777778871-0.00131777777887051-0.001317777778870511.20936662486686
320.97780.97913306074935-0.00133306074935004-0.00133306074935003-0.414575831308026
330.98080.982128004668932-0.00132800466893247-0.001328004668932470.137314858111376
340.98110.98242610722752-0.00132610722751968-0.001326107227519680.051591564309642
351.00141.00270093131592-0.00130093131591715-0.001300931315917150.685333083426942
361.01831.01957976744147-0.00127976744147382-0.001279767441473830.57678937319311
371.06221.04444413866508-0.001614169217564490.01775586133491990.885392623913184
381.07731.07850626076983-0.00120626087997225-0.001206260769826541.05676627366073
391.08071.08190225891352-0.00120225891351716-0.001202258913517160.145994361166446
401.08481.08599765625796-0.00119765625796038-0.001197656257960380.168053915802314
411.15821.15933295750661-0.00113295750661183-0.001132957506611852.36435699793847
421.16631.16742495667645-0.00112495667644973-0.001124956676449730.292636752921047
431.13721.13834917749449-0.00114917749449178-0.00114917749449178-0.886663770394751
441.11391.11506833910669-0.00116833910669253-0.00116833910669253-0.702066443087715
451.12221.12336015558066-0.00116015558066092-0.001160155580660930.300097463383483
461.16921.1703185664976-0.00111856649760215-0.001118566497602161.52642884473308
471.17021.17131673857128-0.00111673857127606-0.001116738571276050.0671476696498444
481.22861.22966543103526-0.00106543103525833-0.001065431035258341.88637542994295
491.26131.24759851679961-0.00124558938629250.0137014832003870.633055156649665
501.26461.26567082751634-0.0010708275933769-0.001070827516340490.580948985234042
511.22621.22729655412464-0.0010965541246447-0.00109655412464468-1.18324570843931
521.19851.19961487605833-0.00111487605833415-0.00111487605833413-0.843265969717846
531.20071.2018125946569-0.00111259465689736-0.001112594656897370.105073713001484
541.21381.21490281983184-0.00110281983183582-0.001102819831835820.45050566578719
551.22661.22769326462854-0.00109326462854213-0.001093264628542140.440686640065839
561.21761.21869869507903-0.0010986950790348-0.00109869507903478-0.250624945862032
571.22181.22289505836288-0.00109505836287515-0.001095058362875150.167956232015809
581.2491.25007565159997-0.00107565159997141-0.001075651599971440.89688733466256
591.29911.30014057575684-0.001040575756842-0.0010405757568421.62214913891748
601.34081.34181130138787-0.00101130138786973-0.001011301387869751.35477716996868
611.31191.30383889941046-0.0007328273380479020.00806110058954323-1.21958109899878
621.30141.30214005702928-0.000740057156853872-0.000740057029284797-0.0293322456868471
631.32011.32082895488803-0.000728954888027986-0.0007289548880279980.616239842648758
641.29381.29454355023464-0.000743550234638132-0.000743550234638102-0.810589145309265
651.26941.27015704507306-0.000757045073059312-0.000757045073059317-0.749897567188447
661.21651.21728677310003-0.000786773100028562-0.000786773100028542-1.65290573165946
671.20371.20449361824414-0.000793618244135596-0.000793618244135612-0.380813378406676
681.22921.22997864465618-0.00077864465618068-0.0007786446561806830.833494888835969
691.22561.22638025043625-0.000780250436249122-0.000780250436249112-0.0894356044171
701.20151.20229351536885-0.000793515368852573-0.000793515368852574-0.739224940048541
711.17861.17940608301324-0.000806083013242337-0.000806083013242308-0.700765133659363
721.18561.18640164773843-0.000801647738431946-0.0008016477384319880.247449188841491
731.21031.20046023389858-0.000894524202076430.009839766101423210.487124521719534
741.19381.19472541453224-0.000925414646558922-0.000925414532244187-0.147954585277644
751.2021.20292096539095-0.000920965390953331-0.0009209653909533610.289283055142372
761.22711.22800828460735-0.000908284607346402-0.0009082846073463840.824885824236761
771.2771.27788353629287-0.000883536292868094-0.0008835362928681371.61066424990077
781.2651.26588894839842-0.000888948398420283-0.000888948398420258-0.352401049175631
791.26841.2692868613187-0.0008868613187018-0.0008868613187018060.135963210460468
801.28111.28198025292247-0.000880252922467237-0.0008802529224672450.430714788821308
811.27271.2735839086093-0.000883908609301735-0.000883908609301724-0.238382256329889
821.26111.26198911565131-0.000889115651306688-0.000889115651306695-0.339709078015224
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Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 12 ;
Parameters (R input):
par1 = 12 ;
R code (references can be found in the software module):
par1 <- as.numeric(par1)
nx <- length(x)
x <- ts(x,frequency=par1)
m <- StructTS(x,type='BSM')
m$coef
m$fitted
m$resid
mylevel <- as.numeric(m$fitted[,'level'])
myslope <- as.numeric(m$fitted[,'slope'])
myseas <- as.numeric(m$fitted[,'sea'])
myresid <- as.numeric(m$resid)
myfit <- mylevel+myseas
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(mylevel,na.action=na.pass,lag.max = mylagmax,main='Level')
acf(myseas,na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(myresid,na.action=na.pass,lag.max = mylagmax,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(mylevel,main='Level')
spectrum(myseas,main='Seasonal')
spectrum(myresid,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(mylevel,main='Level')
cpgram(myseas,main='Seasonal')
cpgram(myresid,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test1.png')
plot(as.numeric(m$resid),main='Standardized Residuals',ylab='Residuals',xlab='time',type='b')
grid()
dev.off()
bitmap(file='test5.png')
op <- par(mfrow = c(2,2))
hist(m$resid,main='Residual Histogram')
plot(density(m$resid),main='Residual Kernel Density')
qqnorm(m$resid,main='Residual Normal QQ Plot')
qqline(m$resid)
plot(m$resid^2, myfit^2,main='Sq.Resid vs. Sq.Fit',xlab='Squared residuals',ylab='Squared Fit')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Structural Time Series Model',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observed',header=TRUE)
a<-table.element(a,'Level',header=TRUE)
a<-table.element(a,'Slope',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Stand. Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:nx) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
a<-table.element(a,mylevel[i])
a<-table.element(a,myslope[i])
a<-table.element(a,myseas[i])
a<-table.element(a,myresid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')