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Author

*Unverified author*

R Software Module

rwasp_structuraltimeseries.wasp

Title produced by software

Structural Time Series Models

Date of computation

Fri, 09 Nov 2012 11:58:46 -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/09/t1352480390keiqe8k3e6yynap.htm/, Retrieved Mon, 29 Apr 2024 12:33:39 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=187195, Retrieved Mon, 29 Apr 2024 12:33:39 +0000

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IsPrivate?

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User-defined keywords

Estimated Impact

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

F     [Univariate Data Series] [HPC Retail Sales] [2008-03-02 15:42:48] [74be16979710d4c4e7c6647856088456]
- RMPD  [Structural Time Series Models] [HPC Retail Sales] [2008-03-06 16:52:55] [74be16979710d4c4e7c6647856088456]
- R  D    [Structural Time Series Models] [HPC Retail Sales] [2008-03-08 11:33:35] [74be16979710d4c4e7c6647856088456]
- RM D        [Structural Time Series Models] [structural time s...] [2012-11-09 16:58:46] [d41d8cd98f00b204e9800998ecf8427e] [Current]

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Dataseries X:

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Histogram

Boxplots

14
14
15
13
8
7
3
3
4
4
0
-4
-14
-18
-8
-1
1
2
0
1
0
-1
-3
-3
-3
-4
-8
-9
-13
-18
-11
-9
-10
-13
-11
-5
-15
-6
-6
-3
-1
-3
-4
-6
0
-4
-2
-2
-6
-7
-6
-6
-3
-2
-5
-11
-11
-11
-10
-14
-8
-9
-5
-1
-2
-5
-4
-6
-2
-2
-2
-2
2
1
-8
-1
1
-1
2
2
1
-1
-2
-2
-1
-8
-4
-6
-3
-3
-7
-9
-11
-13
-11
-9
-17
-22
-25
-20
-24
-24
-22
-19
-18
-17
-11
-11
-12
-10
-15
-15
-15
-13
-8
-13
-9
-7
-4
-4
-2
0
-2
-3
1
-2
-1
1
-3
-4
-9
-9
-7
-14
-12
-16
-20
-12
-12
-10
-10
-13
-16

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	5 seconds
R Server	'Sir Maurice George Kendall' @ kendall.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 5 seconds \tabularnewline
R Server & 'Sir Maurice George Kendall' @ kendall.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=187195&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]5 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Maurice George Kendall' @ kendall.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=187195&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187195&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	5 seconds
R Server	'Sir Maurice George Kendall' @ kendall.wessa.net

Structural Time Series Model
t	Observed	Level	Slope	Seasonal	Stand. Residuals
1	14	14	0	0	0
2	14	14	0	0	0
3	15	14.8769413072206	0.0100435992906153	0.0100435992906153	0.277489588422961
4	13	13.2182441757423	-0.000122053695778824	-0.00012205369577876	-0.530964217124386
5	8	8.6259274389104	-0.0251565997702507	-0.025156599770251	-1.46145326150101
6	7	7.21401726998388	-0.0325791928270862	-0.0325791928270863	-0.441334251909627
7	3	3.52976983871605	-0.051991451095151	-0.0519914510951516	-1.16213358005385
8	3	3.10300750772653	-0.0539728517380396	-0.0539728517380399	-0.11926862191823
9	4	3.93358659582273	-0.0493209451528025	-0.0493209451528029	0.281500572378724
10	4	4.02955165731497	-0.0485608771944812	-0.0485608771944815	0.0462354773132786
11	0	0.519481126075515	-0.0665756158376943	-0.0665756158376952	-1.10157168871119
12	-4	-3.40823826153273	-0.0865661334729215	-0.0865661334729223	-1.22873688718845
13	-14	-10.3137649595637	0.253418413352943	-2.78760254679921	-2.64857943451539
14	-18	-17.3734626931381	0.0626025264564854	0.062602525753439	-1.96135193017404
15	-8	-9.16440415232296	0.105410225208651	0.10541022520865	2.58318293646389
16	-1	-2.04309445473288	0.125213240880299	0.125213240880297	2.23024788937876
17	1	0.546054690797935	0.131463606648824	0.131463606648824	0.783322605311788
18	2	1.728369220107	0.134088870492981	0.134088870492981	0.334083612428025
19	0	0.100864145827197	0.129705505677419	0.129705505677419	-0.560040332678699
20	1	0.795015077722133	0.131106284464145	0.131106284464144	0.179446303373598
21	0	-0.00670236246992912	0.128797081748523	0.128797081748522	-0.296559038206605
22	-1	-0.981610564399776	0.126071615377188	0.126071615377187	-0.35088413028747
23	-3	-2.85891935264086	0.121136697889181	0.12113669788918	-0.636902646948253
24	-3	-3.0760328021721	0.120305535322944	0.120305535322942	-0.107534212578674
25	-3	-2.03641855682593	0.0985744329544819	-1.08431875973271	0.324376561817269
26	-4	-3.86014723090688	0.0659484135277833	0.0659484105781064	-0.550430740059947
27	-8	-7.56204695443731	0.0530797145415745	0.0530797145415727	-1.19546425738614
28	-9	-8.87217944143032	0.0505747864648742	0.0505747864648712	-0.433221192229456
29	-13	-12.5556271147028	0.044402339143282	0.0444023391432787	-1.18672575908716
30	-18	-17.3969003308474	0.036441785835653	0.036441785835648	-1.55274493907059
31	-11	-11.776466367497	0.045511840090148	0.0455118400901448	1.77468040763453
32	-9	-9.35975139821516	0.0493564659620028	0.0493564659619999	0.753604917193541
33	-10	-9.96288770086926	0.0483002596282864	0.0483002596282836	-0.207372064203432
34	-13	-12.681618616038	0.0438284461800047	0.043828446180001	-0.87940348387737
35	-11	-11.2303377264097	0.0460993667261608	0.0460993667261576	0.447308799564076
36	-5	-5.76431008709453	0.0548303180644591	0.0548303180644571	1.72253016356698
37	-15	-12.3838538101478	0.158227280590851	-1.74050008402376	-2.2766032758784
38	-6	-6.836303919177	0.226006295825418	0.226006293890412	1.58836604824023
39	-6	-6.27112005472558	0.226864365276649	0.226864365276647	0.107644864580486
40	-3	-3.55592846589704	0.23025381116652	0.230253811166517	0.790667769278387
41	-1	-1.47481193981342	0.232522877646819	0.232522877646818	0.588140386637024
42	-3	-3.00026356848236	0.230397634369827	0.230397634369825	-0.558625780090938
43	-4	-4.0599576445218	0.228842222461104	0.228842222461102	-0.409948176238796
44	-6	-5.94903716317698	0.226292243866355	0.226292243866351	-0.673004663961347
45	0	-0.867699942046823	0.2321305738006	0.232130573800599	1.54277003103581
46	-4	-3.81243440804352	0.228314900351702	0.228314900351699	-1.00950034309338
47	-2	-2.3865273076339	0.229751580090763	0.229751580090761	0.380554124805932
48	-2	-2.22123591627136	0.229674343715716	0.229674343715714	-0.0204832477265877
49	-6	-3.16977135745148	0.243248484208794	-2.67573332411073	-0.394969224883562
50	-7	-6.75724484705717	0.204982194617971	0.204982192036383	-1.14753872481734
51	-6	-6.24563519585391	0.205598199352456	0.205598199352453	0.0973305967662337
52	-6	-6.18629594595889	0.205439922015978	0.205439922015973	-0.04647012344863
53	-3	-3.52882616547081	0.207828797484566	0.207828797484563	0.779100092589607
54	-2	-2.33752335905057	0.208773864746301	0.208773864746299	0.31248681845512
55	-5	-4.84992723048085	0.206165351470807	0.206165351470803	-0.864620922487317
56	-11	-10.4415999762737	0.200613840571995	0.200613840571989	-1.84219155499417
57	-11	-11.0888112646292	0.199802828946357	0.199802828946349	-0.269385889500321
58	-11	-11.1635935740662	0.199540418221791	0.199540418221783	-0.0872459830858827
59	-10	-10.2886098184869	0.200185297641991	0.200185297641984	0.214613574911291
60	-14	-13.7211483213875	0.196720263512565	0.196720263512555	-1.1542516397896
61	-8	-7.28369311927186	0.139489577580074	-1.53438535130491	2.07010583724185
62	-9	-8.91376024525557	0.124828887529358	0.124828885267281	-0.535664549726948
63	-5	-5.55294680525638	0.130219893312552	0.13021989331255	1.02728801719698
64	-1	-1.63007355374327	0.133624444034102	0.133624444034101	1.204956429962
65	-2	-2.05946293199896	0.13316936579127	0.133169365791269	-0.178879530209309
66	-5	-4.75994065257172	0.13090984293349	0.130909842933487	-0.900302507435349
67	-4	-4.18888247635232	0.131260011619418	0.131260011619416	0.139843342232328
68	-6	-5.88992579003177	0.129803696616454	0.129803696616451	-0.582156857349784
69	-2	-2.55230585543232	0.132351193849834	0.132351193849832	1.01918266882016
70	-2	-2.16582279786626	0.132552852844309	0.132552852844307	0.0807423841686285
71	-2	-2.12099824812507	0.132483293800474	0.132483293800472	-0.0278728948230058
72	-2	-2.11572824098668	0.132382507356561	0.132382507356558	-0.0404179906875716
73	2	2.49423257601321	0.0982786430937483	-1.08106507114605	1.47474578777013
74	1	1.0936549833011	0.0876706207032721	0.0876706176582613	-0.457038566013478
75	-8	-7.00611465463016	0.0760199538427909	0.0760199538427866	-2.59936633734922
76	-1	-1.75713873565877	0.0799871789606223	0.0799871789606205	1.64342746538546
77	1	0.617960086911932	0.0815722843765484	0.0815722843765494	0.72916704448135
78	-1	-0.874438874607664	0.0804997627465825	0.0804997627465819	-0.500058681625884
79	2	1.60394380356293	0.0821301652256662	0.0821301652256681	0.761819688784547
80	2	1.89091349032631	0.0822693239686737	0.0822693239686769	0.0650785564893063
81	1	1.04047247946189	0.0816361254075834	0.0816361254075843	-0.296326761795218
82	-1	-0.825356595459817	0.0803149298701656	0.0803149298701646	-0.618719378551141
83	-2	-1.92503280456109	0.0795149455245457	0.0795149455245439	-0.374888989168069
84	-2	-2.0523029465129	0.0793748489194009	0.079374848919399	-0.0656966283280253
85	-1	-0.437985188784845	0.0693777965495715	-0.763155760637674	0.502979882241608
86	-8	-7.19299485242506	0.0272229113855331	0.0272229092432392	-2.09212655549119
87	-4	-4.39308093689842	0.0306662534969989	0.0306662534969971	0.880330643892857
88	-6	-5.83668846734622	0.0296793584891171	0.029679358489113	-0.468357679217846
89	-3	-3.35249883834203	0.0311591673826801	0.0311591673826792	0.779784079099775
90	-3	-3.06488641552098	0.0313117278281839	0.0313117278281825	0.0814739128749722
91	-7	-6.56666409016745	0.0292143170600236	0.02921431706002	-1.12244489651145
92	-9	-8.73960318470956	0.0279080145040229	0.0279080145040189	-0.699613092666988
93	-11	-10.7587014301221	0.0266944883006659	0.0266944883006582	-0.650323538476842
94	-13	-12.7599903465443	0.0254929544967659	0.0254929544967558	-0.644279990331597
95	-11	-11.2241245747016	0.0263872857507838	0.0263872857507754	0.479837683096391
96	-9	-9.27875513304687	0.027522892824839	0.0275228928248321	0.60965069154683
97	-17	-15.4895005231289	0.0630106089281016	-0.693116695309007	-2.03635359546972
98	-22	-21.3062679450837	0.0307895097964446	0.0307895062587705	-1.80998240047692
99	-25	-24.5933738958833	0.0271343154497127	0.0271343154496921	-1.05348022449043
100	-20	-20.5546656585841	0.0295167987533239	0.0295167987533058	1.27439720158652
101	-24	-23.6223733836899	0.0278600066303104	0.0278600066302907	-0.983946722222031
102	-24	-23.9775150658838	0.0276578358330118	0.027657835832991	-0.121674715834502
103	-22	-22.2509719307395	0.02855280075828	0.0285528007582619	0.539714089017341
104	-19	-19.3996036396195	0.0300388075875834	0.0300388075875685	0.896772237612634
105	-18	-18.1856593830014	0.0306617072480531	0.0306617072480381	0.376111522956735
106	-17	-17.1612821551295	0.0311842642892165	0.031184264289202	0.315690598543386
107	-11	-11.7397281480563	0.034017363295143	0.0340173632951347	1.71245073839418
108	-11	-11.1120514897437	0.0343292179677344	0.034329217967726	0.188597859346883
109	-12	-11.536742698936	0.0366471068185271	-0.403118171732682	-0.149388895318335
110	-10	-10.2037791557513	0.0430305107318954	0.0430305076022862	0.400350940740701
111	-15	-14.474696419892	0.0387601582640796	0.0387601582640677	-1.36978997513835
112	-15	-14.9687277589546	0.0384758065751797	0.0384758065751663	-0.169254305894706
113	-15	-15.0259066687533	0.0384298221322049	0.0384298221321926	-0.030387629073095
114	-13	-13.264784421462	0.0392470782375366	0.0392470782375256	0.547266491113142
115	-8	-8.64155900084044	0.041417481365056	0.041417481365051	1.45624254480684
116	-13	-12.525629097427	0.0395600577718235	0.0395600577718154	-1.24705250399748
117	-9	-9.4398203858446	0.0410007412628495	0.0410007412628428	0.967734996460073
118	-7	-7.31482563828583	0.0419858708102784	0.0419858708102733	0.66204502512948
119	-4	-4.41719998384871	0.0433351286163553	0.0433351286163546	0.907182050858477
120	-4	-4.08172102881372	0.0434730981081382	0.0434730981081368	0.0928084891173171
121	-2	-1.90736567759174	0.0337996246426759	-0.37179586873258	0.691831914271618
122	0	-0.244174728666368	0.0410844295312428	0.0410844273729723	0.504550226554916
123	-2	-1.8272357373843	0.0396247819811099	0.0396247819811117	-0.515723099584238
124	-3	-2.89421978398255	0.039088539157562	0.0390885391575617	-0.351536476274835
125	1	0.517844873525544	0.0405608776113055	0.0405608776113104	1.07151137535178
126	-2	-1.73881422218506	0.0395712722831673	0.0395712722831687	-0.729771213578388
127	-1	-1.11616046738097	0.0398219731225541	0.0398219731225575	0.185231217974403
128	1	0.723734791735128	0.0405954625328714	0.0405954625328783	0.571839767035987
129	-3	-2.5988372960291	0.039150962888517	0.0391509628885178	-1.0683969573998
130	-4	-3.86738288377922	0.0385895421938868	0.038589542193885	-0.415423525689453
131	-9	-8.43372506829562	0.0366134003829719	0.0366134003829652	-1.46287519269989
132	-9	-8.96236646382178	0.0363709332806823	0.0363709332806745	-0.17956773550934
133	-7	-6.94863837596453	0.0282178288860572	-0.31039611625997	0.640721353543236
134	-14	-13.214595706373	0.00244987555483865	0.00244987337554617	-1.95329978874025
135	-12	-12.1431378759721	0.00332958343552195	0.0033295834355133	0.339455655481409
136	-16	-15.5547510786886	0.00181422974697636	0.00181422974696265	-1.08481220029195
137	-20	-19.4853969018709	0.000242277334359842	0.000242277334341862	-1.24922910632672
138	-12	-12.8690512455669	0.00285238454685401	0.002852384546844	2.10174794791345
139	-12	-12.1030646359195	0.00315288082182329	0.0031528808218155	0.242426071002153
140	-10	-10.246532146841	0.0038822655141855	0.00388226551418095	0.588766044088886
141	-10	-10.0315969568473	0.00396528959651372	0.00396528959650791	0.0670455140677563
142	-13	-12.6584909566233	0.00293077048865397	0.00293077048864366	-0.835749155843819
143	-16	-15.6143891675148	0.00176774320814621	0.00176774320813246	-0.939935743627993

\begin{tabular}{lllllllll}
\hline
Structural Time Series Model \tabularnewline
t & Observed & Level & Slope & Seasonal & Stand. Residuals \tabularnewline
1 & 14 & 14 & 0 & 0 & 0 \tabularnewline
2 & 14 & 14 & 0 & 0 & 0 \tabularnewline
3 & 15 & 14.8769413072206 & 0.0100435992906153 & 0.0100435992906153 & 0.277489588422961 \tabularnewline
4 & 13 & 13.2182441757423 & -0.000122053695778824 & -0.00012205369577876 & -0.530964217124386 \tabularnewline
5 & 8 & 8.6259274389104 & -0.0251565997702507 & -0.025156599770251 & -1.46145326150101 \tabularnewline
6 & 7 & 7.21401726998388 & -0.0325791928270862 & -0.0325791928270863 & -0.441334251909627 \tabularnewline
7 & 3 & 3.52976983871605 & -0.051991451095151 & -0.0519914510951516 & -1.16213358005385 \tabularnewline
8 & 3 & 3.10300750772653 & -0.0539728517380396 & -0.0539728517380399 & -0.11926862191823 \tabularnewline
9 & 4 & 3.93358659582273 & -0.0493209451528025 & -0.0493209451528029 & 0.281500572378724 \tabularnewline
10 & 4 & 4.02955165731497 & -0.0485608771944812 & -0.0485608771944815 & 0.0462354773132786 \tabularnewline
11 & 0 & 0.519481126075515 & -0.0665756158376943 & -0.0665756158376952 & -1.10157168871119 \tabularnewline
12 & -4 & -3.40823826153273 & -0.0865661334729215 & -0.0865661334729223 & -1.22873688718845 \tabularnewline
13 & -14 & -10.3137649595637 & 0.253418413352943 & -2.78760254679921 & -2.64857943451539 \tabularnewline
14 & -18 & -17.3734626931381 & 0.0626025264564854 & 0.062602525753439 & -1.96135193017404 \tabularnewline
15 & -8 & -9.16440415232296 & 0.105410225208651 & 0.10541022520865 & 2.58318293646389 \tabularnewline
16 & -1 & -2.04309445473288 & 0.125213240880299 & 0.125213240880297 & 2.23024788937876 \tabularnewline
17 & 1 & 0.546054690797935 & 0.131463606648824 & 0.131463606648824 & 0.783322605311788 \tabularnewline
18 & 2 & 1.728369220107 & 0.134088870492981 & 0.134088870492981 & 0.334083612428025 \tabularnewline
19 & 0 & 0.100864145827197 & 0.129705505677419 & 0.129705505677419 & -0.560040332678699 \tabularnewline
20 & 1 & 0.795015077722133 & 0.131106284464145 & 0.131106284464144 & 0.179446303373598 \tabularnewline
21 & 0 & -0.00670236246992912 & 0.128797081748523 & 0.128797081748522 & -0.296559038206605 \tabularnewline
22 & -1 & -0.981610564399776 & 0.126071615377188 & 0.126071615377187 & -0.35088413028747 \tabularnewline
23 & -3 & -2.85891935264086 & 0.121136697889181 & 0.12113669788918 & -0.636902646948253 \tabularnewline
24 & -3 & -3.0760328021721 & 0.120305535322944 & 0.120305535322942 & -0.107534212578674 \tabularnewline
25 & -3 & -2.03641855682593 & 0.0985744329544819 & -1.08431875973271 & 0.324376561817269 \tabularnewline
26 & -4 & -3.86014723090688 & 0.0659484135277833 & 0.0659484105781064 & -0.550430740059947 \tabularnewline
27 & -8 & -7.56204695443731 & 0.0530797145415745 & 0.0530797145415727 & -1.19546425738614 \tabularnewline
28 & -9 & -8.87217944143032 & 0.0505747864648742 & 0.0505747864648712 & -0.433221192229456 \tabularnewline
29 & -13 & -12.5556271147028 & 0.044402339143282 & 0.0444023391432787 & -1.18672575908716 \tabularnewline
30 & -18 & -17.3969003308474 & 0.036441785835653 & 0.036441785835648 & -1.55274493907059 \tabularnewline
31 & -11 & -11.776466367497 & 0.045511840090148 & 0.0455118400901448 & 1.77468040763453 \tabularnewline
32 & -9 & -9.35975139821516 & 0.0493564659620028 & 0.0493564659619999 & 0.753604917193541 \tabularnewline
33 & -10 & -9.96288770086926 & 0.0483002596282864 & 0.0483002596282836 & -0.207372064203432 \tabularnewline
34 & -13 & -12.681618616038 & 0.0438284461800047 & 0.043828446180001 & -0.87940348387737 \tabularnewline
35 & -11 & -11.2303377264097 & 0.0460993667261608 & 0.0460993667261576 & 0.447308799564076 \tabularnewline
36 & -5 & -5.76431008709453 & 0.0548303180644591 & 0.0548303180644571 & 1.72253016356698 \tabularnewline
37 & -15 & -12.3838538101478 & 0.158227280590851 & -1.74050008402376 & -2.2766032758784 \tabularnewline
38 & -6 & -6.836303919177 & 0.226006295825418 & 0.226006293890412 & 1.58836604824023 \tabularnewline
39 & -6 & -6.27112005472558 & 0.226864365276649 & 0.226864365276647 & 0.107644864580486 \tabularnewline
40 & -3 & -3.55592846589704 & 0.23025381116652 & 0.230253811166517 & 0.790667769278387 \tabularnewline
41 & -1 & -1.47481193981342 & 0.232522877646819 & 0.232522877646818 & 0.588140386637024 \tabularnewline
42 & -3 & -3.00026356848236 & 0.230397634369827 & 0.230397634369825 & -0.558625780090938 \tabularnewline
43 & -4 & -4.0599576445218 & 0.228842222461104 & 0.228842222461102 & -0.409948176238796 \tabularnewline
44 & -6 & -5.94903716317698 & 0.226292243866355 & 0.226292243866351 & -0.673004663961347 \tabularnewline
45 & 0 & -0.867699942046823 & 0.2321305738006 & 0.232130573800599 & 1.54277003103581 \tabularnewline
46 & -4 & -3.81243440804352 & 0.228314900351702 & 0.228314900351699 & -1.00950034309338 \tabularnewline
47 & -2 & -2.3865273076339 & 0.229751580090763 & 0.229751580090761 & 0.380554124805932 \tabularnewline
48 & -2 & -2.22123591627136 & 0.229674343715716 & 0.229674343715714 & -0.0204832477265877 \tabularnewline
49 & -6 & -3.16977135745148 & 0.243248484208794 & -2.67573332411073 & -0.394969224883562 \tabularnewline
50 & -7 & -6.75724484705717 & 0.204982194617971 & 0.204982192036383 & -1.14753872481734 \tabularnewline
51 & -6 & -6.24563519585391 & 0.205598199352456 & 0.205598199352453 & 0.0973305967662337 \tabularnewline
52 & -6 & -6.18629594595889 & 0.205439922015978 & 0.205439922015973 & -0.04647012344863 \tabularnewline
53 & -3 & -3.52882616547081 & 0.207828797484566 & 0.207828797484563 & 0.779100092589607 \tabularnewline
54 & -2 & -2.33752335905057 & 0.208773864746301 & 0.208773864746299 & 0.31248681845512 \tabularnewline
55 & -5 & -4.84992723048085 & 0.206165351470807 & 0.206165351470803 & -0.864620922487317 \tabularnewline
56 & -11 & -10.4415999762737 & 0.200613840571995 & 0.200613840571989 & -1.84219155499417 \tabularnewline
57 & -11 & -11.0888112646292 & 0.199802828946357 & 0.199802828946349 & -0.269385889500321 \tabularnewline
58 & -11 & -11.1635935740662 & 0.199540418221791 & 0.199540418221783 & -0.0872459830858827 \tabularnewline
59 & -10 & -10.2886098184869 & 0.200185297641991 & 0.200185297641984 & 0.214613574911291 \tabularnewline
60 & -14 & -13.7211483213875 & 0.196720263512565 & 0.196720263512555 & -1.1542516397896 \tabularnewline
61 & -8 & -7.28369311927186 & 0.139489577580074 & -1.53438535130491 & 2.07010583724185 \tabularnewline
62 & -9 & -8.91376024525557 & 0.124828887529358 & 0.124828885267281 & -0.535664549726948 \tabularnewline
63 & -5 & -5.55294680525638 & 0.130219893312552 & 0.13021989331255 & 1.02728801719698 \tabularnewline
64 & -1 & -1.63007355374327 & 0.133624444034102 & 0.133624444034101 & 1.204956429962 \tabularnewline
65 & -2 & -2.05946293199896 & 0.13316936579127 & 0.133169365791269 & -0.178879530209309 \tabularnewline
66 & -5 & -4.75994065257172 & 0.13090984293349 & 0.130909842933487 & -0.900302507435349 \tabularnewline
67 & -4 & -4.18888247635232 & 0.131260011619418 & 0.131260011619416 & 0.139843342232328 \tabularnewline
68 & -6 & -5.88992579003177 & 0.129803696616454 & 0.129803696616451 & -0.582156857349784 \tabularnewline
69 & -2 & -2.55230585543232 & 0.132351193849834 & 0.132351193849832 & 1.01918266882016 \tabularnewline
70 & -2 & -2.16582279786626 & 0.132552852844309 & 0.132552852844307 & 0.0807423841686285 \tabularnewline
71 & -2 & -2.12099824812507 & 0.132483293800474 & 0.132483293800472 & -0.0278728948230058 \tabularnewline
72 & -2 & -2.11572824098668 & 0.132382507356561 & 0.132382507356558 & -0.0404179906875716 \tabularnewline
73 & 2 & 2.49423257601321 & 0.0982786430937483 & -1.08106507114605 & 1.47474578777013 \tabularnewline
74 & 1 & 1.0936549833011 & 0.0876706207032721 & 0.0876706176582613 & -0.457038566013478 \tabularnewline
75 & -8 & -7.00611465463016 & 0.0760199538427909 & 0.0760199538427866 & -2.59936633734922 \tabularnewline
76 & -1 & -1.75713873565877 & 0.0799871789606223 & 0.0799871789606205 & 1.64342746538546 \tabularnewline
77 & 1 & 0.617960086911932 & 0.0815722843765484 & 0.0815722843765494 & 0.72916704448135 \tabularnewline
78 & -1 & -0.874438874607664 & 0.0804997627465825 & 0.0804997627465819 & -0.500058681625884 \tabularnewline
79 & 2 & 1.60394380356293 & 0.0821301652256662 & 0.0821301652256681 & 0.761819688784547 \tabularnewline
80 & 2 & 1.89091349032631 & 0.0822693239686737 & 0.0822693239686769 & 0.0650785564893063 \tabularnewline
81 & 1 & 1.04047247946189 & 0.0816361254075834 & 0.0816361254075843 & -0.296326761795218 \tabularnewline
82 & -1 & -0.825356595459817 & 0.0803149298701656 & 0.0803149298701646 & -0.618719378551141 \tabularnewline
83 & -2 & -1.92503280456109 & 0.0795149455245457 & 0.0795149455245439 & -0.374888989168069 \tabularnewline
84 & -2 & -2.0523029465129 & 0.0793748489194009 & 0.079374848919399 & -0.0656966283280253 \tabularnewline
85 & -1 & -0.437985188784845 & 0.0693777965495715 & -0.763155760637674 & 0.502979882241608 \tabularnewline
86 & -8 & -7.19299485242506 & 0.0272229113855331 & 0.0272229092432392 & -2.09212655549119 \tabularnewline
87 & -4 & -4.39308093689842 & 0.0306662534969989 & 0.0306662534969971 & 0.880330643892857 \tabularnewline
88 & -6 & -5.83668846734622 & 0.0296793584891171 & 0.029679358489113 & -0.468357679217846 \tabularnewline
89 & -3 & -3.35249883834203 & 0.0311591673826801 & 0.0311591673826792 & 0.779784079099775 \tabularnewline
90 & -3 & -3.06488641552098 & 0.0313117278281839 & 0.0313117278281825 & 0.0814739128749722 \tabularnewline
91 & -7 & -6.56666409016745 & 0.0292143170600236 & 0.02921431706002 & -1.12244489651145 \tabularnewline
92 & -9 & -8.73960318470956 & 0.0279080145040229 & 0.0279080145040189 & -0.699613092666988 \tabularnewline
93 & -11 & -10.7587014301221 & 0.0266944883006659 & 0.0266944883006582 & -0.650323538476842 \tabularnewline
94 & -13 & -12.7599903465443 & 0.0254929544967659 & 0.0254929544967558 & -0.644279990331597 \tabularnewline
95 & -11 & -11.2241245747016 & 0.0263872857507838 & 0.0263872857507754 & 0.479837683096391 \tabularnewline
96 & -9 & -9.27875513304687 & 0.027522892824839 & 0.0275228928248321 & 0.60965069154683 \tabularnewline
97 & -17 & -15.4895005231289 & 0.0630106089281016 & -0.693116695309007 & -2.03635359546972 \tabularnewline
98 & -22 & -21.3062679450837 & 0.0307895097964446 & 0.0307895062587705 & -1.80998240047692 \tabularnewline
99 & -25 & -24.5933738958833 & 0.0271343154497127 & 0.0271343154496921 & -1.05348022449043 \tabularnewline
100 & -20 & -20.5546656585841 & 0.0295167987533239 & 0.0295167987533058 & 1.27439720158652 \tabularnewline
101 & -24 & -23.6223733836899 & 0.0278600066303104 & 0.0278600066302907 & -0.983946722222031 \tabularnewline
102 & -24 & -23.9775150658838 & 0.0276578358330118 & 0.027657835832991 & -0.121674715834502 \tabularnewline
103 & -22 & -22.2509719307395 & 0.02855280075828 & 0.0285528007582619 & 0.539714089017341 \tabularnewline
104 & -19 & -19.3996036396195 & 0.0300388075875834 & 0.0300388075875685 & 0.896772237612634 \tabularnewline
105 & -18 & -18.1856593830014 & 0.0306617072480531 & 0.0306617072480381 & 0.376111522956735 \tabularnewline
106 & -17 & -17.1612821551295 & 0.0311842642892165 & 0.031184264289202 & 0.315690598543386 \tabularnewline
107 & -11 & -11.7397281480563 & 0.034017363295143 & 0.0340173632951347 & 1.71245073839418 \tabularnewline
108 & -11 & -11.1120514897437 & 0.0343292179677344 & 0.034329217967726 & 0.188597859346883 \tabularnewline
109 & -12 & -11.536742698936 & 0.0366471068185271 & -0.403118171732682 & -0.149388895318335 \tabularnewline
110 & -10 & -10.2037791557513 & 0.0430305107318954 & 0.0430305076022862 & 0.400350940740701 \tabularnewline
111 & -15 & -14.474696419892 & 0.0387601582640796 & 0.0387601582640677 & -1.36978997513835 \tabularnewline
112 & -15 & -14.9687277589546 & 0.0384758065751797 & 0.0384758065751663 & -0.169254305894706 \tabularnewline
113 & -15 & -15.0259066687533 & 0.0384298221322049 & 0.0384298221321926 & -0.030387629073095 \tabularnewline
114 & -13 & -13.264784421462 & 0.0392470782375366 & 0.0392470782375256 & 0.547266491113142 \tabularnewline
115 & -8 & -8.64155900084044 & 0.041417481365056 & 0.041417481365051 & 1.45624254480684 \tabularnewline
116 & -13 & -12.525629097427 & 0.0395600577718235 & 0.0395600577718154 & -1.24705250399748 \tabularnewline
117 & -9 & -9.4398203858446 & 0.0410007412628495 & 0.0410007412628428 & 0.967734996460073 \tabularnewline
118 & -7 & -7.31482563828583 & 0.0419858708102784 & 0.0419858708102733 & 0.66204502512948 \tabularnewline
119 & -4 & -4.41719998384871 & 0.0433351286163553 & 0.0433351286163546 & 0.907182050858477 \tabularnewline
120 & -4 & -4.08172102881372 & 0.0434730981081382 & 0.0434730981081368 & 0.0928084891173171 \tabularnewline
121 & -2 & -1.90736567759174 & 0.0337996246426759 & -0.37179586873258 & 0.691831914271618 \tabularnewline
122 & 0 & -0.244174728666368 & 0.0410844295312428 & 0.0410844273729723 & 0.504550226554916 \tabularnewline
123 & -2 & -1.8272357373843 & 0.0396247819811099 & 0.0396247819811117 & -0.515723099584238 \tabularnewline
124 & -3 & -2.89421978398255 & 0.039088539157562 & 0.0390885391575617 & -0.351536476274835 \tabularnewline
125 & 1 & 0.517844873525544 & 0.0405608776113055 & 0.0405608776113104 & 1.07151137535178 \tabularnewline
126 & -2 & -1.73881422218506 & 0.0395712722831673 & 0.0395712722831687 & -0.729771213578388 \tabularnewline
127 & -1 & -1.11616046738097 & 0.0398219731225541 & 0.0398219731225575 & 0.185231217974403 \tabularnewline
128 & 1 & 0.723734791735128 & 0.0405954625328714 & 0.0405954625328783 & 0.571839767035987 \tabularnewline
129 & -3 & -2.5988372960291 & 0.039150962888517 & 0.0391509628885178 & -1.0683969573998 \tabularnewline
130 & -4 & -3.86738288377922 & 0.0385895421938868 & 0.038589542193885 & -0.415423525689453 \tabularnewline
131 & -9 & -8.43372506829562 & 0.0366134003829719 & 0.0366134003829652 & -1.46287519269989 \tabularnewline
132 & -9 & -8.96236646382178 & 0.0363709332806823 & 0.0363709332806745 & -0.17956773550934 \tabularnewline
133 & -7 & -6.94863837596453 & 0.0282178288860572 & -0.31039611625997 & 0.640721353543236 \tabularnewline
134 & -14 & -13.214595706373 & 0.00244987555483865 & 0.00244987337554617 & -1.95329978874025 \tabularnewline
135 & -12 & -12.1431378759721 & 0.00332958343552195 & 0.0033295834355133 & 0.339455655481409 \tabularnewline
136 & -16 & -15.5547510786886 & 0.00181422974697636 & 0.00181422974696265 & -1.08481220029195 \tabularnewline
137 & -20 & -19.4853969018709 & 0.000242277334359842 & 0.000242277334341862 & -1.24922910632672 \tabularnewline
138 & -12 & -12.8690512455669 & 0.00285238454685401 & 0.002852384546844 & 2.10174794791345 \tabularnewline
139 & -12 & -12.1030646359195 & 0.00315288082182329 & 0.0031528808218155 & 0.242426071002153 \tabularnewline
140 & -10 & -10.246532146841 & 0.0038822655141855 & 0.00388226551418095 & 0.588766044088886 \tabularnewline
141 & -10 & -10.0315969568473 & 0.00396528959651372 & 0.00396528959650791 & 0.0670455140677563 \tabularnewline
142 & -13 & -12.6584909566233 & 0.00293077048865397 & 0.00293077048864366 & -0.835749155843819 \tabularnewline
143 & -16 & -15.6143891675148 & 0.00176774320814621 & 0.00176774320813246 & -0.939935743627993 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=187195&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]14[/C][C]14[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]14[/C][C]14[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]3[/C][C]15[/C][C]14.8769413072206[/C][C]0.0100435992906153[/C][C]0.0100435992906153[/C][C]0.277489588422961[/C][/ROW]
[ROW][C]4[/C][C]13[/C][C]13.2182441757423[/C][C]-0.000122053695778824[/C][C]-0.00012205369577876[/C][C]-0.530964217124386[/C][/ROW]
[ROW][C]5[/C][C]8[/C][C]8.6259274389104[/C][C]-0.0251565997702507[/C][C]-0.025156599770251[/C][C]-1.46145326150101[/C][/ROW]
[ROW][C]6[/C][C]7[/C][C]7.21401726998388[/C][C]-0.0325791928270862[/C][C]-0.0325791928270863[/C][C]-0.441334251909627[/C][/ROW]
[ROW][C]7[/C][C]3[/C][C]3.52976983871605[/C][C]-0.051991451095151[/C][C]-0.0519914510951516[/C][C]-1.16213358005385[/C][/ROW]
[ROW][C]8[/C][C]3[/C][C]3.10300750772653[/C][C]-0.0539728517380396[/C][C]-0.0539728517380399[/C][C]-0.11926862191823[/C][/ROW]
[ROW][C]9[/C][C]4[/C][C]3.93358659582273[/C][C]-0.0493209451528025[/C][C]-0.0493209451528029[/C][C]0.281500572378724[/C][/ROW]
[ROW][C]10[/C][C]4[/C][C]4.02955165731497[/C][C]-0.0485608771944812[/C][C]-0.0485608771944815[/C][C]0.0462354773132786[/C][/ROW]
[ROW][C]11[/C][C]0[/C][C]0.519481126075515[/C][C]-0.0665756158376943[/C][C]-0.0665756158376952[/C][C]-1.10157168871119[/C][/ROW]
[ROW][C]12[/C][C]-4[/C][C]-3.40823826153273[/C][C]-0.0865661334729215[/C][C]-0.0865661334729223[/C][C]-1.22873688718845[/C][/ROW]
[ROW][C]13[/C][C]-14[/C][C]-10.3137649595637[/C][C]0.253418413352943[/C][C]-2.78760254679921[/C][C]-2.64857943451539[/C][/ROW]
[ROW][C]14[/C][C]-18[/C][C]-17.3734626931381[/C][C]0.0626025264564854[/C][C]0.062602525753439[/C][C]-1.96135193017404[/C][/ROW]
[ROW][C]15[/C][C]-8[/C][C]-9.16440415232296[/C][C]0.105410225208651[/C][C]0.10541022520865[/C][C]2.58318293646389[/C][/ROW]
[ROW][C]16[/C][C]-1[/C][C]-2.04309445473288[/C][C]0.125213240880299[/C][C]0.125213240880297[/C][C]2.23024788937876[/C][/ROW]
[ROW][C]17[/C][C]1[/C][C]0.546054690797935[/C][C]0.131463606648824[/C][C]0.131463606648824[/C][C]0.783322605311788[/C][/ROW]
[ROW][C]18[/C][C]2[/C][C]1.728369220107[/C][C]0.134088870492981[/C][C]0.134088870492981[/C][C]0.334083612428025[/C][/ROW]
[ROW][C]19[/C][C]0[/C][C]0.100864145827197[/C][C]0.129705505677419[/C][C]0.129705505677419[/C][C]-0.560040332678699[/C][/ROW]
[ROW][C]20[/C][C]1[/C][C]0.795015077722133[/C][C]0.131106284464145[/C][C]0.131106284464144[/C][C]0.179446303373598[/C][/ROW]
[ROW][C]21[/C][C]0[/C][C]-0.00670236246992912[/C][C]0.128797081748523[/C][C]0.128797081748522[/C][C]-0.296559038206605[/C][/ROW]
[ROW][C]22[/C][C]-1[/C][C]-0.981610564399776[/C][C]0.126071615377188[/C][C]0.126071615377187[/C][C]-0.35088413028747[/C][/ROW]
[ROW][C]23[/C][C]-3[/C][C]-2.85891935264086[/C][C]0.121136697889181[/C][C]0.12113669788918[/C][C]-0.636902646948253[/C][/ROW]
[ROW][C]24[/C][C]-3[/C][C]-3.0760328021721[/C][C]0.120305535322944[/C][C]0.120305535322942[/C][C]-0.107534212578674[/C][/ROW]
[ROW][C]25[/C][C]-3[/C][C]-2.03641855682593[/C][C]0.0985744329544819[/C][C]-1.08431875973271[/C][C]0.324376561817269[/C][/ROW]
[ROW][C]26[/C][C]-4[/C][C]-3.86014723090688[/C][C]0.0659484135277833[/C][C]0.0659484105781064[/C][C]-0.550430740059947[/C][/ROW]
[ROW][C]27[/C][C]-8[/C][C]-7.56204695443731[/C][C]0.0530797145415745[/C][C]0.0530797145415727[/C][C]-1.19546425738614[/C][/ROW]
[ROW][C]28[/C][C]-9[/C][C]-8.87217944143032[/C][C]0.0505747864648742[/C][C]0.0505747864648712[/C][C]-0.433221192229456[/C][/ROW]
[ROW][C]29[/C][C]-13[/C][C]-12.5556271147028[/C][C]0.044402339143282[/C][C]0.0444023391432787[/C][C]-1.18672575908716[/C][/ROW]
[ROW][C]30[/C][C]-18[/C][C]-17.3969003308474[/C][C]0.036441785835653[/C][C]0.036441785835648[/C][C]-1.55274493907059[/C][/ROW]
[ROW][C]31[/C][C]-11[/C][C]-11.776466367497[/C][C]0.045511840090148[/C][C]0.0455118400901448[/C][C]1.77468040763453[/C][/ROW]
[ROW][C]32[/C][C]-9[/C][C]-9.35975139821516[/C][C]0.0493564659620028[/C][C]0.0493564659619999[/C][C]0.753604917193541[/C][/ROW]
[ROW][C]33[/C][C]-10[/C][C]-9.96288770086926[/C][C]0.0483002596282864[/C][C]0.0483002596282836[/C][C]-0.207372064203432[/C][/ROW]
[ROW][C]34[/C][C]-13[/C][C]-12.681618616038[/C][C]0.0438284461800047[/C][C]0.043828446180001[/C][C]-0.87940348387737[/C][/ROW]
[ROW][C]35[/C][C]-11[/C][C]-11.2303377264097[/C][C]0.0460993667261608[/C][C]0.0460993667261576[/C][C]0.447308799564076[/C][/ROW]
[ROW][C]36[/C][C]-5[/C][C]-5.76431008709453[/C][C]0.0548303180644591[/C][C]0.0548303180644571[/C][C]1.72253016356698[/C][/ROW]
[ROW][C]37[/C][C]-15[/C][C]-12.3838538101478[/C][C]0.158227280590851[/C][C]-1.74050008402376[/C][C]-2.2766032758784[/C][/ROW]
[ROW][C]38[/C][C]-6[/C][C]-6.836303919177[/C][C]0.226006295825418[/C][C]0.226006293890412[/C][C]1.58836604824023[/C][/ROW]
[ROW][C]39[/C][C]-6[/C][C]-6.27112005472558[/C][C]0.226864365276649[/C][C]0.226864365276647[/C][C]0.107644864580486[/C][/ROW]
[ROW][C]40[/C][C]-3[/C][C]-3.55592846589704[/C][C]0.23025381116652[/C][C]0.230253811166517[/C][C]0.790667769278387[/C][/ROW]
[ROW][C]41[/C][C]-1[/C][C]-1.47481193981342[/C][C]0.232522877646819[/C][C]0.232522877646818[/C][C]0.588140386637024[/C][/ROW]
[ROW][C]42[/C][C]-3[/C][C]-3.00026356848236[/C][C]0.230397634369827[/C][C]0.230397634369825[/C][C]-0.558625780090938[/C][/ROW]
[ROW][C]43[/C][C]-4[/C][C]-4.0599576445218[/C][C]0.228842222461104[/C][C]0.228842222461102[/C][C]-0.409948176238796[/C][/ROW]
[ROW][C]44[/C][C]-6[/C][C]-5.94903716317698[/C][C]0.226292243866355[/C][C]0.226292243866351[/C][C]-0.673004663961347[/C][/ROW]
[ROW][C]45[/C][C]0[/C][C]-0.867699942046823[/C][C]0.2321305738006[/C][C]0.232130573800599[/C][C]1.54277003103581[/C][/ROW]
[ROW][C]46[/C][C]-4[/C][C]-3.81243440804352[/C][C]0.228314900351702[/C][C]0.228314900351699[/C][C]-1.00950034309338[/C][/ROW]
[ROW][C]47[/C][C]-2[/C][C]-2.3865273076339[/C][C]0.229751580090763[/C][C]0.229751580090761[/C][C]0.380554124805932[/C][/ROW]
[ROW][C]48[/C][C]-2[/C][C]-2.22123591627136[/C][C]0.229674343715716[/C][C]0.229674343715714[/C][C]-0.0204832477265877[/C][/ROW]
[ROW][C]49[/C][C]-6[/C][C]-3.16977135745148[/C][C]0.243248484208794[/C][C]-2.67573332411073[/C][C]-0.394969224883562[/C][/ROW]
[ROW][C]50[/C][C]-7[/C][C]-6.75724484705717[/C][C]0.204982194617971[/C][C]0.204982192036383[/C][C]-1.14753872481734[/C][/ROW]
[ROW][C]51[/C][C]-6[/C][C]-6.24563519585391[/C][C]0.205598199352456[/C][C]0.205598199352453[/C][C]0.0973305967662337[/C][/ROW]
[ROW][C]52[/C][C]-6[/C][C]-6.18629594595889[/C][C]0.205439922015978[/C][C]0.205439922015973[/C][C]-0.04647012344863[/C][/ROW]
[ROW][C]53[/C][C]-3[/C][C]-3.52882616547081[/C][C]0.207828797484566[/C][C]0.207828797484563[/C][C]0.779100092589607[/C][/ROW]
[ROW][C]54[/C][C]-2[/C][C]-2.33752335905057[/C][C]0.208773864746301[/C][C]0.208773864746299[/C][C]0.31248681845512[/C][/ROW]
[ROW][C]55[/C][C]-5[/C][C]-4.84992723048085[/C][C]0.206165351470807[/C][C]0.206165351470803[/C][C]-0.864620922487317[/C][/ROW]
[ROW][C]56[/C][C]-11[/C][C]-10.4415999762737[/C][C]0.200613840571995[/C][C]0.200613840571989[/C][C]-1.84219155499417[/C][/ROW]
[ROW][C]57[/C][C]-11[/C][C]-11.0888112646292[/C][C]0.199802828946357[/C][C]0.199802828946349[/C][C]-0.269385889500321[/C][/ROW]
[ROW][C]58[/C][C]-11[/C][C]-11.1635935740662[/C][C]0.199540418221791[/C][C]0.199540418221783[/C][C]-0.0872459830858827[/C][/ROW]
[ROW][C]59[/C][C]-10[/C][C]-10.2886098184869[/C][C]0.200185297641991[/C][C]0.200185297641984[/C][C]0.214613574911291[/C][/ROW]
[ROW][C]60[/C][C]-14[/C][C]-13.7211483213875[/C][C]0.196720263512565[/C][C]0.196720263512555[/C][C]-1.1542516397896[/C][/ROW]
[ROW][C]61[/C][C]-8[/C][C]-7.28369311927186[/C][C]0.139489577580074[/C][C]-1.53438535130491[/C][C]2.07010583724185[/C][/ROW]
[ROW][C]62[/C][C]-9[/C][C]-8.91376024525557[/C][C]0.124828887529358[/C][C]0.124828885267281[/C][C]-0.535664549726948[/C][/ROW]
[ROW][C]63[/C][C]-5[/C][C]-5.55294680525638[/C][C]0.130219893312552[/C][C]0.13021989331255[/C][C]1.02728801719698[/C][/ROW]
[ROW][C]64[/C][C]-1[/C][C]-1.63007355374327[/C][C]0.133624444034102[/C][C]0.133624444034101[/C][C]1.204956429962[/C][/ROW]
[ROW][C]65[/C][C]-2[/C][C]-2.05946293199896[/C][C]0.13316936579127[/C][C]0.133169365791269[/C][C]-0.178879530209309[/C][/ROW]
[ROW][C]66[/C][C]-5[/C][C]-4.75994065257172[/C][C]0.13090984293349[/C][C]0.130909842933487[/C][C]-0.900302507435349[/C][/ROW]
[ROW][C]67[/C][C]-4[/C][C]-4.18888247635232[/C][C]0.131260011619418[/C][C]0.131260011619416[/C][C]0.139843342232328[/C][/ROW]
[ROW][C]68[/C][C]-6[/C][C]-5.88992579003177[/C][C]0.129803696616454[/C][C]0.129803696616451[/C][C]-0.582156857349784[/C][/ROW]
[ROW][C]69[/C][C]-2[/C][C]-2.55230585543232[/C][C]0.132351193849834[/C][C]0.132351193849832[/C][C]1.01918266882016[/C][/ROW]
[ROW][C]70[/C][C]-2[/C][C]-2.16582279786626[/C][C]0.132552852844309[/C][C]0.132552852844307[/C][C]0.0807423841686285[/C][/ROW]
[ROW][C]71[/C][C]-2[/C][C]-2.12099824812507[/C][C]0.132483293800474[/C][C]0.132483293800472[/C][C]-0.0278728948230058[/C][/ROW]
[ROW][C]72[/C][C]-2[/C][C]-2.11572824098668[/C][C]0.132382507356561[/C][C]0.132382507356558[/C][C]-0.0404179906875716[/C][/ROW]
[ROW][C]73[/C][C]2[/C][C]2.49423257601321[/C][C]0.0982786430937483[/C][C]-1.08106507114605[/C][C]1.47474578777013[/C][/ROW]
[ROW][C]74[/C][C]1[/C][C]1.0936549833011[/C][C]0.0876706207032721[/C][C]0.0876706176582613[/C][C]-0.457038566013478[/C][/ROW]
[ROW][C]75[/C][C]-8[/C][C]-7.00611465463016[/C][C]0.0760199538427909[/C][C]0.0760199538427866[/C][C]-2.59936633734922[/C][/ROW]
[ROW][C]76[/C][C]-1[/C][C]-1.75713873565877[/C][C]0.0799871789606223[/C][C]0.0799871789606205[/C][C]1.64342746538546[/C][/ROW]
[ROW][C]77[/C][C]1[/C][C]0.617960086911932[/C][C]0.0815722843765484[/C][C]0.0815722843765494[/C][C]0.72916704448135[/C][/ROW]
[ROW][C]78[/C][C]-1[/C][C]-0.874438874607664[/C][C]0.0804997627465825[/C][C]0.0804997627465819[/C][C]-0.500058681625884[/C][/ROW]
[ROW][C]79[/C][C]2[/C][C]1.60394380356293[/C][C]0.0821301652256662[/C][C]0.0821301652256681[/C][C]0.761819688784547[/C][/ROW]
[ROW][C]80[/C][C]2[/C][C]1.89091349032631[/C][C]0.0822693239686737[/C][C]0.0822693239686769[/C][C]0.0650785564893063[/C][/ROW]
[ROW][C]81[/C][C]1[/C][C]1.04047247946189[/C][C]0.0816361254075834[/C][C]0.0816361254075843[/C][C]-0.296326761795218[/C][/ROW]
[ROW][C]82[/C][C]-1[/C][C]-0.825356595459817[/C][C]0.0803149298701656[/C][C]0.0803149298701646[/C][C]-0.618719378551141[/C][/ROW]
[ROW][C]83[/C][C]-2[/C][C]-1.92503280456109[/C][C]0.0795149455245457[/C][C]0.0795149455245439[/C][C]-0.374888989168069[/C][/ROW]
[ROW][C]84[/C][C]-2[/C][C]-2.0523029465129[/C][C]0.0793748489194009[/C][C]0.079374848919399[/C][C]-0.0656966283280253[/C][/ROW]
[ROW][C]85[/C][C]-1[/C][C]-0.437985188784845[/C][C]0.0693777965495715[/C][C]-0.763155760637674[/C][C]0.502979882241608[/C][/ROW]
[ROW][C]86[/C][C]-8[/C][C]-7.19299485242506[/C][C]0.0272229113855331[/C][C]0.0272229092432392[/C][C]-2.09212655549119[/C][/ROW]
[ROW][C]87[/C][C]-4[/C][C]-4.39308093689842[/C][C]0.0306662534969989[/C][C]0.0306662534969971[/C][C]0.880330643892857[/C][/ROW]
[ROW][C]88[/C][C]-6[/C][C]-5.83668846734622[/C][C]0.0296793584891171[/C][C]0.029679358489113[/C][C]-0.468357679217846[/C][/ROW]
[ROW][C]89[/C][C]-3[/C][C]-3.35249883834203[/C][C]0.0311591673826801[/C][C]0.0311591673826792[/C][C]0.779784079099775[/C][/ROW]
[ROW][C]90[/C][C]-3[/C][C]-3.06488641552098[/C][C]0.0313117278281839[/C][C]0.0313117278281825[/C][C]0.0814739128749722[/C][/ROW]
[ROW][C]91[/C][C]-7[/C][C]-6.56666409016745[/C][C]0.0292143170600236[/C][C]0.02921431706002[/C][C]-1.12244489651145[/C][/ROW]
[ROW][C]92[/C][C]-9[/C][C]-8.73960318470956[/C][C]0.0279080145040229[/C][C]0.0279080145040189[/C][C]-0.699613092666988[/C][/ROW]
[ROW][C]93[/C][C]-11[/C][C]-10.7587014301221[/C][C]0.0266944883006659[/C][C]0.0266944883006582[/C][C]-0.650323538476842[/C][/ROW]
[ROW][C]94[/C][C]-13[/C][C]-12.7599903465443[/C][C]0.0254929544967659[/C][C]0.0254929544967558[/C][C]-0.644279990331597[/C][/ROW]
[ROW][C]95[/C][C]-11[/C][C]-11.2241245747016[/C][C]0.0263872857507838[/C][C]0.0263872857507754[/C][C]0.479837683096391[/C][/ROW]
[ROW][C]96[/C][C]-9[/C][C]-9.27875513304687[/C][C]0.027522892824839[/C][C]0.0275228928248321[/C][C]0.60965069154683[/C][/ROW]
[ROW][C]97[/C][C]-17[/C][C]-15.4895005231289[/C][C]0.0630106089281016[/C][C]-0.693116695309007[/C][C]-2.03635359546972[/C][/ROW]
[ROW][C]98[/C][C]-22[/C][C]-21.3062679450837[/C][C]0.0307895097964446[/C][C]0.0307895062587705[/C][C]-1.80998240047692[/C][/ROW]
[ROW][C]99[/C][C]-25[/C][C]-24.5933738958833[/C][C]0.0271343154497127[/C][C]0.0271343154496921[/C][C]-1.05348022449043[/C][/ROW]
[ROW][C]100[/C][C]-20[/C][C]-20.5546656585841[/C][C]0.0295167987533239[/C][C]0.0295167987533058[/C][C]1.27439720158652[/C][/ROW]
[ROW][C]101[/C][C]-24[/C][C]-23.6223733836899[/C][C]0.0278600066303104[/C][C]0.0278600066302907[/C][C]-0.983946722222031[/C][/ROW]
[ROW][C]102[/C][C]-24[/C][C]-23.9775150658838[/C][C]0.0276578358330118[/C][C]0.027657835832991[/C][C]-0.121674715834502[/C][/ROW]
[ROW][C]103[/C][C]-22[/C][C]-22.2509719307395[/C][C]0.02855280075828[/C][C]0.0285528007582619[/C][C]0.539714089017341[/C][/ROW]
[ROW][C]104[/C][C]-19[/C][C]-19.3996036396195[/C][C]0.0300388075875834[/C][C]0.0300388075875685[/C][C]0.896772237612634[/C][/ROW]
[ROW][C]105[/C][C]-18[/C][C]-18.1856593830014[/C][C]0.0306617072480531[/C][C]0.0306617072480381[/C][C]0.376111522956735[/C][/ROW]
[ROW][C]106[/C][C]-17[/C][C]-17.1612821551295[/C][C]0.0311842642892165[/C][C]0.031184264289202[/C][C]0.315690598543386[/C][/ROW]
[ROW][C]107[/C][C]-11[/C][C]-11.7397281480563[/C][C]0.034017363295143[/C][C]0.0340173632951347[/C][C]1.71245073839418[/C][/ROW]
[ROW][C]108[/C][C]-11[/C][C]-11.1120514897437[/C][C]0.0343292179677344[/C][C]0.034329217967726[/C][C]0.188597859346883[/C][/ROW]
[ROW][C]109[/C][C]-12[/C][C]-11.536742698936[/C][C]0.0366471068185271[/C][C]-0.403118171732682[/C][C]-0.149388895318335[/C][/ROW]
[ROW][C]110[/C][C]-10[/C][C]-10.2037791557513[/C][C]0.0430305107318954[/C][C]0.0430305076022862[/C][C]0.400350940740701[/C][/ROW]
[ROW][C]111[/C][C]-15[/C][C]-14.474696419892[/C][C]0.0387601582640796[/C][C]0.0387601582640677[/C][C]-1.36978997513835[/C][/ROW]
[ROW][C]112[/C][C]-15[/C][C]-14.9687277589546[/C][C]0.0384758065751797[/C][C]0.0384758065751663[/C][C]-0.169254305894706[/C][/ROW]
[ROW][C]113[/C][C]-15[/C][C]-15.0259066687533[/C][C]0.0384298221322049[/C][C]0.0384298221321926[/C][C]-0.030387629073095[/C][/ROW]
[ROW][C]114[/C][C]-13[/C][C]-13.264784421462[/C][C]0.0392470782375366[/C][C]0.0392470782375256[/C][C]0.547266491113142[/C][/ROW]
[ROW][C]115[/C][C]-8[/C][C]-8.64155900084044[/C][C]0.041417481365056[/C][C]0.041417481365051[/C][C]1.45624254480684[/C][/ROW]
[ROW][C]116[/C][C]-13[/C][C]-12.525629097427[/C][C]0.0395600577718235[/C][C]0.0395600577718154[/C][C]-1.24705250399748[/C][/ROW]
[ROW][C]117[/C][C]-9[/C][C]-9.4398203858446[/C][C]0.0410007412628495[/C][C]0.0410007412628428[/C][C]0.967734996460073[/C][/ROW]
[ROW][C]118[/C][C]-7[/C][C]-7.31482563828583[/C][C]0.0419858708102784[/C][C]0.0419858708102733[/C][C]0.66204502512948[/C][/ROW]
[ROW][C]119[/C][C]-4[/C][C]-4.41719998384871[/C][C]0.0433351286163553[/C][C]0.0433351286163546[/C][C]0.907182050858477[/C][/ROW]
[ROW][C]120[/C][C]-4[/C][C]-4.08172102881372[/C][C]0.0434730981081382[/C][C]0.0434730981081368[/C][C]0.0928084891173171[/C][/ROW]
[ROW][C]121[/C][C]-2[/C][C]-1.90736567759174[/C][C]0.0337996246426759[/C][C]-0.37179586873258[/C][C]0.691831914271618[/C][/ROW]
[ROW][C]122[/C][C]0[/C][C]-0.244174728666368[/C][C]0.0410844295312428[/C][C]0.0410844273729723[/C][C]0.504550226554916[/C][/ROW]
[ROW][C]123[/C][C]-2[/C][C]-1.8272357373843[/C][C]0.0396247819811099[/C][C]0.0396247819811117[/C][C]-0.515723099584238[/C][/ROW]
[ROW][C]124[/C][C]-3[/C][C]-2.89421978398255[/C][C]0.039088539157562[/C][C]0.0390885391575617[/C][C]-0.351536476274835[/C][/ROW]
[ROW][C]125[/C][C]1[/C][C]0.517844873525544[/C][C]0.0405608776113055[/C][C]0.0405608776113104[/C][C]1.07151137535178[/C][/ROW]
[ROW][C]126[/C][C]-2[/C][C]-1.73881422218506[/C][C]0.0395712722831673[/C][C]0.0395712722831687[/C][C]-0.729771213578388[/C][/ROW]
[ROW][C]127[/C][C]-1[/C][C]-1.11616046738097[/C][C]0.0398219731225541[/C][C]0.0398219731225575[/C][C]0.185231217974403[/C][/ROW]
[ROW][C]128[/C][C]1[/C][C]0.723734791735128[/C][C]0.0405954625328714[/C][C]0.0405954625328783[/C][C]0.571839767035987[/C][/ROW]
[ROW][C]129[/C][C]-3[/C][C]-2.5988372960291[/C][C]0.039150962888517[/C][C]0.0391509628885178[/C][C]-1.0683969573998[/C][/ROW]
[ROW][C]130[/C][C]-4[/C][C]-3.86738288377922[/C][C]0.0385895421938868[/C][C]0.038589542193885[/C][C]-0.415423525689453[/C][/ROW]
[ROW][C]131[/C][C]-9[/C][C]-8.43372506829562[/C][C]0.0366134003829719[/C][C]0.0366134003829652[/C][C]-1.46287519269989[/C][/ROW]
[ROW][C]132[/C][C]-9[/C][C]-8.96236646382178[/C][C]0.0363709332806823[/C][C]0.0363709332806745[/C][C]-0.17956773550934[/C][/ROW]
[ROW][C]133[/C][C]-7[/C][C]-6.94863837596453[/C][C]0.0282178288860572[/C][C]-0.31039611625997[/C][C]0.640721353543236[/C][/ROW]
[ROW][C]134[/C][C]-14[/C][C]-13.214595706373[/C][C]0.00244987555483865[/C][C]0.00244987337554617[/C][C]-1.95329978874025[/C][/ROW]
[ROW][C]135[/C][C]-12[/C][C]-12.1431378759721[/C][C]0.00332958343552195[/C][C]0.0033295834355133[/C][C]0.339455655481409[/C][/ROW]
[ROW][C]136[/C][C]-16[/C][C]-15.5547510786886[/C][C]0.00181422974697636[/C][C]0.00181422974696265[/C][C]-1.08481220029195[/C][/ROW]
[ROW][C]137[/C][C]-20[/C][C]-19.4853969018709[/C][C]0.000242277334359842[/C][C]0.000242277334341862[/C][C]-1.24922910632672[/C][/ROW]
[ROW][C]138[/C][C]-12[/C][C]-12.8690512455669[/C][C]0.00285238454685401[/C][C]0.002852384546844[/C][C]2.10174794791345[/C][/ROW]
[ROW][C]139[/C][C]-12[/C][C]-12.1030646359195[/C][C]0.00315288082182329[/C][C]0.0031528808218155[/C][C]0.242426071002153[/C][/ROW]
[ROW][C]140[/C][C]-10[/C][C]-10.246532146841[/C][C]0.0038822655141855[/C][C]0.00388226551418095[/C][C]0.588766044088886[/C][/ROW]
[ROW][C]141[/C][C]-10[/C][C]-10.0315969568473[/C][C]0.00396528959651372[/C][C]0.00396528959650791[/C][C]0.0670455140677563[/C][/ROW]
[ROW][C]142[/C][C]-13[/C][C]-12.6584909566233[/C][C]0.00293077048865397[/C][C]0.00293077048864366[/C][C]-0.835749155843819[/C][/ROW]
[ROW][C]143[/C][C]-16[/C][C]-15.6143891675148[/C][C]0.00176774320814621[/C][C]0.00176774320813246[/C][C]-0.939935743627993[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=187195&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187195&T=1

As an alternative you can also use a QR Code:

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

Structural Time Series Model
t	Observed	Level	Slope	Seasonal	Stand. Residuals
1	14	14	0	0	0
2	14	14	0	0	0
3	15	14.8769413072206	0.0100435992906153	0.0100435992906153	0.277489588422961
4	13	13.2182441757423	-0.000122053695778824	-0.00012205369577876	-0.530964217124386
5	8	8.6259274389104	-0.0251565997702507	-0.025156599770251	-1.46145326150101
6	7	7.21401726998388	-0.0325791928270862	-0.0325791928270863	-0.441334251909627
7	3	3.52976983871605	-0.051991451095151	-0.0519914510951516	-1.16213358005385
8	3	3.10300750772653	-0.0539728517380396	-0.0539728517380399	-0.11926862191823
9	4	3.93358659582273	-0.0493209451528025	-0.0493209451528029	0.281500572378724
10	4	4.02955165731497	-0.0485608771944812	-0.0485608771944815	0.0462354773132786
11	0	0.519481126075515	-0.0665756158376943	-0.0665756158376952	-1.10157168871119
12	-4	-3.40823826153273	-0.0865661334729215	-0.0865661334729223	-1.22873688718845
13	-14	-10.3137649595637	0.253418413352943	-2.78760254679921	-2.64857943451539
14	-18	-17.3734626931381	0.0626025264564854	0.062602525753439	-1.96135193017404
15	-8	-9.16440415232296	0.105410225208651	0.10541022520865	2.58318293646389
16	-1	-2.04309445473288	0.125213240880299	0.125213240880297	2.23024788937876
17	1	0.546054690797935	0.131463606648824	0.131463606648824	0.783322605311788
18	2	1.728369220107	0.134088870492981	0.134088870492981	0.334083612428025
19	0	0.100864145827197	0.129705505677419	0.129705505677419	-0.560040332678699
20	1	0.795015077722133	0.131106284464145	0.131106284464144	0.179446303373598
21	0	-0.00670236246992912	0.128797081748523	0.128797081748522	-0.296559038206605
22	-1	-0.981610564399776	0.126071615377188	0.126071615377187	-0.35088413028747
23	-3	-2.85891935264086	0.121136697889181	0.12113669788918	-0.636902646948253
24	-3	-3.0760328021721	0.120305535322944	0.120305535322942	-0.107534212578674
25	-3	-2.03641855682593	0.0985744329544819	-1.08431875973271	0.324376561817269
26	-4	-3.86014723090688	0.0659484135277833	0.0659484105781064	-0.550430740059947
27	-8	-7.56204695443731	0.0530797145415745	0.0530797145415727	-1.19546425738614
28	-9	-8.87217944143032	0.0505747864648742	0.0505747864648712	-0.433221192229456
29	-13	-12.5556271147028	0.044402339143282	0.0444023391432787	-1.18672575908716
30	-18	-17.3969003308474	0.036441785835653	0.036441785835648	-1.55274493907059
31	-11	-11.776466367497	0.045511840090148	0.0455118400901448	1.77468040763453
32	-9	-9.35975139821516	0.0493564659620028	0.0493564659619999	0.753604917193541
33	-10	-9.96288770086926	0.0483002596282864	0.0483002596282836	-0.207372064203432
34	-13	-12.681618616038	0.0438284461800047	0.043828446180001	-0.87940348387737
35	-11	-11.2303377264097	0.0460993667261608	0.0460993667261576	0.447308799564076
36	-5	-5.76431008709453	0.0548303180644591	0.0548303180644571	1.72253016356698
37	-15	-12.3838538101478	0.158227280590851	-1.74050008402376	-2.2766032758784
38	-6	-6.836303919177	0.226006295825418	0.226006293890412	1.58836604824023
39	-6	-6.27112005472558	0.226864365276649	0.226864365276647	0.107644864580486
40	-3	-3.55592846589704	0.23025381116652	0.230253811166517	0.790667769278387
41	-1	-1.47481193981342	0.232522877646819	0.232522877646818	0.588140386637024
42	-3	-3.00026356848236	0.230397634369827	0.230397634369825	-0.558625780090938
43	-4	-4.0599576445218	0.228842222461104	0.228842222461102	-0.409948176238796
44	-6	-5.94903716317698	0.226292243866355	0.226292243866351	-0.673004663961347
45	0	-0.867699942046823	0.2321305738006	0.232130573800599	1.54277003103581
46	-4	-3.81243440804352	0.228314900351702	0.228314900351699	-1.00950034309338
47	-2	-2.3865273076339	0.229751580090763	0.229751580090761	0.380554124805932
48	-2	-2.22123591627136	0.229674343715716	0.229674343715714	-0.0204832477265877
49	-6	-3.16977135745148	0.243248484208794	-2.67573332411073	-0.394969224883562
50	-7	-6.75724484705717	0.204982194617971	0.204982192036383	-1.14753872481734
51	-6	-6.24563519585391	0.205598199352456	0.205598199352453	0.0973305967662337
52	-6	-6.18629594595889	0.205439922015978	0.205439922015973	-0.04647012344863
53	-3	-3.52882616547081	0.207828797484566	0.207828797484563	0.779100092589607
54	-2	-2.33752335905057	0.208773864746301	0.208773864746299	0.31248681845512
55	-5	-4.84992723048085	0.206165351470807	0.206165351470803	-0.864620922487317
56	-11	-10.4415999762737	0.200613840571995	0.200613840571989	-1.84219155499417
57	-11	-11.0888112646292	0.199802828946357	0.199802828946349	-0.269385889500321
58	-11	-11.1635935740662	0.199540418221791	0.199540418221783	-0.0872459830858827
59	-10	-10.2886098184869	0.200185297641991	0.200185297641984	0.214613574911291
60	-14	-13.7211483213875	0.196720263512565	0.196720263512555	-1.1542516397896
61	-8	-7.28369311927186	0.139489577580074	-1.53438535130491	2.07010583724185
62	-9	-8.91376024525557	0.124828887529358	0.124828885267281	-0.535664549726948
63	-5	-5.55294680525638	0.130219893312552	0.13021989331255	1.02728801719698
64	-1	-1.63007355374327	0.133624444034102	0.133624444034101	1.204956429962
65	-2	-2.05946293199896	0.13316936579127	0.133169365791269	-0.178879530209309
66	-5	-4.75994065257172	0.13090984293349	0.130909842933487	-0.900302507435349
67	-4	-4.18888247635232	0.131260011619418	0.131260011619416	0.139843342232328
68	-6	-5.88992579003177	0.129803696616454	0.129803696616451	-0.582156857349784
69	-2	-2.55230585543232	0.132351193849834	0.132351193849832	1.01918266882016
70	-2	-2.16582279786626	0.132552852844309	0.132552852844307	0.0807423841686285
71	-2	-2.12099824812507	0.132483293800474	0.132483293800472	-0.0278728948230058
72	-2	-2.11572824098668	0.132382507356561	0.132382507356558	-0.0404179906875716
73	2	2.49423257601321	0.0982786430937483	-1.08106507114605	1.47474578777013
74	1	1.0936549833011	0.0876706207032721	0.0876706176582613	-0.457038566013478
75	-8	-7.00611465463016	0.0760199538427909	0.0760199538427866	-2.59936633734922
76	-1	-1.75713873565877	0.0799871789606223	0.0799871789606205	1.64342746538546
77	1	0.617960086911932	0.0815722843765484	0.0815722843765494	0.72916704448135
78	-1	-0.874438874607664	0.0804997627465825	0.0804997627465819	-0.500058681625884
79	2	1.60394380356293	0.0821301652256662	0.0821301652256681	0.761819688784547
80	2	1.89091349032631	0.0822693239686737	0.0822693239686769	0.0650785564893063
81	1	1.04047247946189	0.0816361254075834	0.0816361254075843	-0.296326761795218
82	-1	-0.825356595459817	0.0803149298701656	0.0803149298701646	-0.618719378551141
83	-2	-1.92503280456109	0.0795149455245457	0.0795149455245439	-0.374888989168069
84	-2	-2.0523029465129	0.0793748489194009	0.079374848919399	-0.0656966283280253
85	-1	-0.437985188784845	0.0693777965495715	-0.763155760637674	0.502979882241608
86	-8	-7.19299485242506	0.0272229113855331	0.0272229092432392	-2.09212655549119
87	-4	-4.39308093689842	0.0306662534969989	0.0306662534969971	0.880330643892857
88	-6	-5.83668846734622	0.0296793584891171	0.029679358489113	-0.468357679217846
89	-3	-3.35249883834203	0.0311591673826801	0.0311591673826792	0.779784079099775
90	-3	-3.06488641552098	0.0313117278281839	0.0313117278281825	0.0814739128749722
91	-7	-6.56666409016745	0.0292143170600236	0.02921431706002	-1.12244489651145
92	-9	-8.73960318470956	0.0279080145040229	0.0279080145040189	-0.699613092666988
93	-11	-10.7587014301221	0.0266944883006659	0.0266944883006582	-0.650323538476842
94	-13	-12.7599903465443	0.0254929544967659	0.0254929544967558	-0.644279990331597
95	-11	-11.2241245747016	0.0263872857507838	0.0263872857507754	0.479837683096391
96	-9	-9.27875513304687	0.027522892824839	0.0275228928248321	0.60965069154683
97	-17	-15.4895005231289	0.0630106089281016	-0.693116695309007	-2.03635359546972
98	-22	-21.3062679450837	0.0307895097964446	0.0307895062587705	-1.80998240047692
99	-25	-24.5933738958833	0.0271343154497127	0.0271343154496921	-1.05348022449043
100	-20	-20.5546656585841	0.0295167987533239	0.0295167987533058	1.27439720158652
101	-24	-23.6223733836899	0.0278600066303104	0.0278600066302907	-0.983946722222031
102	-24	-23.9775150658838	0.0276578358330118	0.027657835832991	-0.121674715834502
103	-22	-22.2509719307395	0.02855280075828	0.0285528007582619	0.539714089017341
104	-19	-19.3996036396195	0.0300388075875834	0.0300388075875685	0.896772237612634
105	-18	-18.1856593830014	0.0306617072480531	0.0306617072480381	0.376111522956735
106	-17	-17.1612821551295	0.0311842642892165	0.031184264289202	0.315690598543386
107	-11	-11.7397281480563	0.034017363295143	0.0340173632951347	1.71245073839418
108	-11	-11.1120514897437	0.0343292179677344	0.034329217967726	0.188597859346883
109	-12	-11.536742698936	0.0366471068185271	-0.403118171732682	-0.149388895318335
110	-10	-10.2037791557513	0.0430305107318954	0.0430305076022862	0.400350940740701
111	-15	-14.474696419892	0.0387601582640796	0.0387601582640677	-1.36978997513835
112	-15	-14.9687277589546	0.0384758065751797	0.0384758065751663	-0.169254305894706
113	-15	-15.0259066687533	0.0384298221322049	0.0384298221321926	-0.030387629073095
114	-13	-13.264784421462	0.0392470782375366	0.0392470782375256	0.547266491113142
115	-8	-8.64155900084044	0.041417481365056	0.041417481365051	1.45624254480684
116	-13	-12.525629097427	0.0395600577718235	0.0395600577718154	-1.24705250399748
117	-9	-9.4398203858446	0.0410007412628495	0.0410007412628428	0.967734996460073
118	-7	-7.31482563828583	0.0419858708102784	0.0419858708102733	0.66204502512948
119	-4	-4.41719998384871	0.0433351286163553	0.0433351286163546	0.907182050858477
120	-4	-4.08172102881372	0.0434730981081382	0.0434730981081368	0.0928084891173171
121	-2	-1.90736567759174	0.0337996246426759	-0.37179586873258	0.691831914271618
122	0	-0.244174728666368	0.0410844295312428	0.0410844273729723	0.504550226554916
123	-2	-1.8272357373843	0.0396247819811099	0.0396247819811117	-0.515723099584238
124	-3	-2.89421978398255	0.039088539157562	0.0390885391575617	-0.351536476274835
125	1	0.517844873525544	0.0405608776113055	0.0405608776113104	1.07151137535178
126	-2	-1.73881422218506	0.0395712722831673	0.0395712722831687	-0.729771213578388
127	-1	-1.11616046738097	0.0398219731225541	0.0398219731225575	0.185231217974403
128	1	0.723734791735128	0.0405954625328714	0.0405954625328783	0.571839767035987
129	-3	-2.5988372960291	0.039150962888517	0.0391509628885178	-1.0683969573998
130	-4	-3.86738288377922	0.0385895421938868	0.038589542193885	-0.415423525689453
131	-9	-8.43372506829562	0.0366134003829719	0.0366134003829652	-1.46287519269989
132	-9	-8.96236646382178	0.0363709332806823	0.0363709332806745	-0.17956773550934
133	-7	-6.94863837596453	0.0282178288860572	-0.31039611625997	0.640721353543236
134	-14	-13.214595706373	0.00244987555483865	0.00244987337554617	-1.95329978874025
135	-12	-12.1431378759721	0.00332958343552195	0.0033295834355133	0.339455655481409
136	-16	-15.5547510786886	0.00181422974697636	0.00181422974696265	-1.08481220029195
137	-20	-19.4853969018709	0.000242277334359842	0.000242277334341862	-1.24922910632672
138	-12	-12.8690512455669	0.00285238454685401	0.002852384546844	2.10174794791345
139	-12	-12.1030646359195	0.00315288082182329	0.0031528808218155	0.242426071002153
140	-10	-10.246532146841	0.0038822655141855	0.00388226551418095	0.588766044088886
141	-10	-10.0315969568473	0.00396528959651372	0.00396528959650791	0.0670455140677563
142	-13	-12.6584909566233	0.00293077048865397	0.00293077048864366	-0.835749155843819
143	-16	-15.6143891675148	0.00176774320814621	0.00176774320813246	-0.939935743627993

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Figure 3

PNG link

Postscript link

PDF link

Figure 4

PNG link

Postscript link

PDF link

Figure 5

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = 12 ;

Parameters (R input):

par1 = 12 ;

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

par1 <- as.numeric(par1)
nx <- length(x)
x <- ts(x,frequency=par1)
m <- StructTS(x,type='BSM')
m$coef
m$fitted
m$resid
mylevel <- as.numeric(m$fitted[,'level'])
myslope <- as.numeric(m$fitted[,'slope'])
myseas <- as.numeric(m$fitted[,'sea'])
myresid <- as.numeric(m$resid)
myfit <- mylevel+myseas
bitmap(file='test1.png')
plot(as.numeric(m$resid),main='Standardized Residuals',ylab='Residuals',xlab='time')
grid()
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(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='test5.png')
op <- par(mfrow = c(2,2))
hist(m$resid,main='Residual Histogram')
plot(density(m$resid),main='Residual Kernel Density')
qqnorm(m$resid,main='Residual Normal QQ Plot')
qqline(m$resid)
plot(m$resid^2, myfit^2,main='Sq.Resid vs. Sq.Fit',xlab='Squared residuals',ylab='Squared Fit')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Structural Time Series Model',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observed',header=TRUE)
a<-table.element(a,'Level',header=TRUE)
a<-table.element(a,'Slope',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Stand. Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:nx) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
a<-table.element(a,mylevel[i])
a<-table.element(a,myslope[i])
a<-table.element(a,myseas[i])
a<-table.element(a,myresid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code