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R Software Module

rwasp_decompose.wasp

Title produced by software

Classical Decomposition

Date of computation

Fri, 25 Nov 2011 04:39:56 -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/2011/Nov/25/t13222143954xjticuq5dk40ll.htm/, Retrieved Fri, 02 Jun 2023 09:32:20 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=147272, Retrieved Fri, 02 Jun 2023 09:32:20 +0000

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IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

123

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

-       [Classical Decomposition] [Nyrstar ] [2011-11-25 09:39:56] [2adf2d2c11e011c12275478b9efd18e5] [Current]
-   PD    [Classical Decomposition] [multiplicatief] [2011-11-25 14:43:27] [25b6caf3839c2bdc14961e5bff2d6373] 
- RMPD    [Decomposition by Loess] [loess] [2011-11-25 14:47:30] [25b6caf3839c2bdc14961e5bff2d6373] 
- RMPD      [Structural Time Series Models] [Structural time s...] [2011-11-25 14:53:43] [25b6caf3839c2bdc14961e5bff2d6373] 
- RMPD      [Exponential Smoothing] [exp. smoothing] [2011-11-25 14:57:22] [25b6caf3839c2bdc14961e5bff2d6373] 
- RMPD      [Exponential Smoothing] [exp. smoothing] [2011-11-25 14:57:22] [25b6caf3839c2bdc14961e5bff2d6373] 

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Dataseries X:

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Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	2 seconds
R Server	'Herman Ole Andreas Wold' @ wold.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 & 2 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147272&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]2 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147272&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147272&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	2 seconds
R Server	'Herman Ole Andreas Wold' @ wold.wessa.net

Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	11.73	NA	NA	0.0320962162162161	NA
2	11.75	NA	NA	-0.0125956756756756	NA
3	11.39	11.1967016216216	11.206	-0.0092983783783783	0.193298378378378
4	11.54	10.7955664864865	10.824	-0.0284335135135135	0.744433513513513
5	9.62	10.4802313513514	10.462	0.0182313513513513	-0.860231351351354
6	9.82	10.1960962162162	10.164	0.0320962162162161	-0.376096216216217
7	9.94	9.80340432432432	9.816	-0.0125956756756756	0.136595675675675
8	9.9	9.85470162162162	9.864	-0.0092983783783783	0.0452983783783782
9	9.8	9.97156648648649	10	-0.0284335135135135	-0.171566486486485
10	9.86	10.0962313513514	10.078	0.0182313513513513	-0.236231351351353
11	10.5	10.1620962162162	10.13	0.0320962162162161	0.337903783783783
12	10.33	10.1394043243243	10.152	-0.0125956756756756	0.190595675675677
13	10.16	10.1627016216216	10.172	-0.0092983783783783	-0.0027016216216218
14	9.91	10.0495664864865	10.078	-0.0284335135135135	-0.139566486486487
15	9.96	9.94023135135135	9.922	0.0182313513513513	0.0197686486486486
16	10.03	9.82409621621622	9.792	0.0320962162162161	0.205903783783784
17	9.55	9.75740432432432	9.77	-0.0125956756756756	-0.207404324324324
18	9.51	9.78470162162162	9.794	-0.0092983783783783	-0.274701621621622
19	9.8	9.79956648648649	9.828	-0.0284335135135135	0.000433513513513617
20	10.08	9.98223135135135	9.964	0.0182313513513513	0.097768648648648
21	10.2	10.1340962162162	10.102	0.0320962162162161	0.0659037837837815
22	10.23	10.1434043243243	10.156	-0.0125956756756756	0.0865956756756763
23	10.2	10.1327016216216	10.142	-0.0092983783783783	0.0672983783783785
24	10.07	10.0835664864865	10.112	-0.0284335135135135	-0.0135664864864857
25	10.01	10.0682313513514	10.05	0.0182313513513513	-0.0582313513513508
26	10.05	10.0480962162162	10.016	0.0320962162162161	0.00190378378378497
27	9.92	10.0254043243243	10.038	-0.0125956756756756	-0.105404324324324
28	10.03	10.0467016216216	10.056	-0.0092983783783783	-0.0167016216216229
29	10.18	10.0495664864865	10.078	-0.0284335135135135	0.130433513513513
30	10.1	10.1422313513514	10.124	0.0182313513513513	-0.0422313513513526
31	10.16	10.1760962162162	10.144	0.0320962162162161	-0.0160962162162157
32	10.15	10.1134043243243	10.126	-0.0125956756756756	0.0365956756756756
33	10.13	10.1327016216216	10.142	-0.0092983783783783	-0.0027016216216218
34	10.09	10.0935664864865	10.122	-0.0284335135135135	-0.00356648648648594
35	10.18	10.0402313513514	10.022	0.0182313513513513	0.139768648648648
36	10.06	9.97609621621622	9.944	0.0320962162162161	0.0839037837837839
37	9.65	9.81940432432432	9.832	-0.0125956756756756	-0.169404324324324
38	9.74	9.68670162162162	9.696	-0.0092983783783783	0.0532983783783774
39	9.53	9.45556648648649	9.484	-0.0284335135135135	0.0744335135135135
40	9.5	9.40223135135135	9.384	0.0182313513513513	0.097768648648648
41	9	9.33209621621622	9.3	0.0320962162162161	-0.332096216216216
42	9.15	9.30540432432432	9.318	-0.0125956756756756	-0.155404324324323
43	9.32	9.32670162162162	9.336	-0.0092983783783783	-0.00670162162162136
44	9.62	9.38156648648649	9.41	-0.0284335135135135	0.238433513513513
45	9.59	9.46823135135135	9.45	0.0182313513513513	0.121768648648647
46	9.37	9.48209621621622	9.45	0.0320962162162161	-0.112096216216216
47	9.35	9.41140432432432	9.424	-0.0125956756756756	-0.0614043243243234
48	9.32	9.40070162162162	9.41	-0.0092983783783783	-0.0807016216216212
49	9.49	9.42556648648649	9.454	-0.0284335135135135	0.0644335135135137
50	9.52	9.47223135135135	9.454	0.0182313513513513	0.0477686486486473
51	9.59	9.46209621621622	9.43	0.0320962162162161	0.127903783783784
52	9.35	9.43340432432432	9.446	-0.0125956756756756	-0.0834043243243237
53	9.2	9.48870162162162	9.498	-0.0092983783783783	-0.288701621621621
54	9.57	9.50956648648649	9.538	-0.0284335135135135	0.0604335135135141
55	9.78	9.60023135135135	9.582	0.0182313513513513	0.179768648648647
56	9.79	9.68009621621622	9.648	0.0320962162162161	0.109903783783782
57	9.57	9.65140432432433	9.664	-0.0125956756756756	-0.0814043243243248
58	9.53	9.57070162162162	9.58	-0.0092983783783783	-0.0407016216216221
59	9.65	9.47356648648649	9.502	-0.0284335135135135	0.176433513513514
60	9.36	9.47023135135135	9.452	0.0182313513513513	-0.110231351351354
61	9.4	9.44009621621622	9.408	0.0320962162162161	-0.0400962162162166
62	9.32	9.30340432432432	9.316	-0.0125956756756756	0.016595675675676
63	9.31	9.31270162162162	9.322	-0.0092983783783783	-0.0027016216216218
64	9.19	9.26956648648649	9.298	-0.0284335135135135	-0.0795664864864865
65	9.39	9.30823135135135	9.29	0.0182313513513513	0.081768648648648
66	9.28	9.32209621621621	9.29	0.0320962162162161	-0.0420962162162155
67	9.28	9.29540432432432	9.308	-0.0125956756756756	-0.015404324324324
68	9.31	9.28270162162162	9.292	-0.0092983783783783	0.0272983783783793
69	9.28	9.27756648648649	9.306	-0.0284335135135135	0.00243351351351251
70	9.31	9.30623135135135	9.288	0.0182313513513513	0.00376864864864856
71	9.35	9.27209621621622	9.24	0.0320962162162161	0.0779037837837837
72	9.19	9.16340432432432	9.176	-0.0125956756756756	0.0265956756756758
73	9.07	9.04270162162162	9.052	-0.0092983783783783	0.0272983783783793
74	8.96	8.86956648648649	8.898	-0.0284335135135135	0.0904335135135153
75	8.69	8.79023135135135	8.772	0.0182313513513513	-0.100231351351354
76	8.58	8.68409621621622	8.652	0.0320962162162161	-0.104096216216217
77	8.56	8.53940432432432	8.552	-0.0125956756756756	0.0205956756756756
78	8.47	8.55470162162162	8.564	-0.0092983783783783	-0.0847016216216208
79	8.46	8.60956648648649	8.638	-0.0284335135135135	-0.149566486486485
80	8.75	8.81023135135135	8.792	0.0182313513513513	-0.0602313513513533
81	8.95	9.03209621621622	9	0.0320962162162161	-0.0820962162162164
82	9.33	9.20760432432432	9.2202	-0.0125956756756756	0.122395675675676
83	9.51	9.44890162162162	9.4582	-0.0092983783783783	0.0610983783783787
84	9.561	9.61976648648649	9.6482	-0.0284335135135135	-0.058766486486487
85	9.94	9.65543135135135	9.6372	0.0182313513513513	0.284568648648648
86	9.9	9.67929621621622	9.6472	0.0320962162162161	0.220703783783783
87	9.275	9.67820432432432	9.6908	-0.0125956756756756	-0.403204324324324
88	9.56	9.64270162162162	9.652	-0.0092983783783783	-0.0827016216216219
89	9.779	9.64176648648649	9.6702	-0.0284335135135135	0.137233513513515
90	9.746	9.82943135135135	9.8112	0.0182313513513513	-0.0834313513513525
91	9.991	9.97029621621622	9.9382	0.0320962162162161	0.0207037837837838
92	9.98	10.0318043243243	10.0444	-0.0125956756756756	-0.0518043243243245
93	10.195	10.1359016216216	10.1452	-0.0092983783783783	0.0590983783783781
94	10.31	10.0927664864865	10.1212	-0.0284335135135135	0.217233513513513
95	10.25	10.1554313513514	10.1372	0.0182313513513513	0.0945686486486483
96	9.871	10.1090962162162	10.077	0.0320962162162161	-0.238096216216215
97	10.06	9.92040432432433	9.933	-0.0125956756756756	0.139595675675675
98	9.894	9.80170162162162	9.811	-0.0092983783783783	0.0922983783783771
99	9.59	9.78636648648649	9.8148	-0.0284335135135135	-0.196366486486488
100	9.64	9.72703135135135	9.7088	0.0182313513513513	-0.0870313513513512
101	9.89	9.63969621621622	9.6076	0.0320962162162161	0.250303783783785
102	9.53	9.50900432432432	9.5216	-0.0125956756756756	0.0209956756756746
103	9.388	9.46790162162162	9.4772	-0.0092983783783783	-0.0799016216216213
104	9.16	9.38476648648649	9.4132	-0.0284335135135135	-0.224766486486486
105	9.418	9.49683135135135	9.4786	0.0182313513513513	-0.0788313513513526
106	9.57	9.60849621621622	9.5764	0.0320962162162161	-0.0384962162162168
107	9.857	9.68380432432432	9.6964	-0.0125956756756756	0.173195675675675
108	9.877	9.75550162162162	9.7648	-0.0092983783783783	0.121498378378378
109	9.76	9.76136648648649	9.7898	-0.0284335135135135	-0.00136648648648574
110	9.76	9.73163135135135	9.7134	0.0182313513513513	0.0283686486486481
111	9.695	9.62249621621622	9.5904	0.0320962162162161	0.0725037837837839
112	9.475	9.44520432432432	9.4578	-0.0125956756756756	0.0297956756756754
113	9.262	9.20650162162162	9.2158	-0.0092983783783783	0.0554983783783776
114	9.097	8.88036648648649	8.9088	-0.0284335135135135	0.216633513513512
115	8.55	8.53843135135135	8.5202	0.0182313513513513	0.0115686486486481
116	8.16	8.16489621621622	8.1328	0.0320962162162161	-0.00489621621621694
117	7.532	7.65060432432433	7.6632	-0.0125956756756756	-0.118604324324325
118	7.325	7.36990162162162	7.3792	-0.0092983783783783	-0.044901621621622
119	6.749	7.11776648648649	7.1462	-0.0284335135135135	-0.368766486486487
120	7.13	7.12723135135135	7.109	0.0182313513513513	0.00276864864864823
121	6.995	7.22209621621622	7.19	0.0320962162162161	-0.227096216216217
122	7.346	7.39500432432432	7.4076	-0.0125956756756756	-0.0490043243243248
123	7.73	7.47510162162162	7.4844	-0.0092983783783783	0.254898378378379
124	7.837	7.57296648648649	7.6014	-0.0284335135135135	0.264033513513513
125	7.514	7.51643135135135	7.4982	0.0182313513513513	-0.00243135135135208
126	7.58	7.30769621621622	7.2756	0.0320962162162161	0.272303783783785
127	6.83	7.03860432432432	7.0512	-0.0125956756756756	-0.208604324324324
128	6.617	6.86510162162162	6.8744	-0.0092983783783783	-0.248101621621621
129	6.715	6.70816648648649	6.7366	-0.0284335135135135	0.00683351351351291
130	6.63	6.78923135135135	6.771	0.0182313513513513	-0.159231351351352
131	6.891	6.89769621621622	6.8656	0.0320962162162161	-0.00669621621621541
132	7.002	6.98200432432432	6.9946	-0.0125956756756756	0.0199956756756761
133	7.09	7.15470162162162	7.164	-0.0092983783783783	-0.0647016216216212
134	7.36	7.32256648648649	7.351	-0.0284335135135135	0.0374335135135127
135	7.477	7.52683135135135	7.5086	0.0182313513513513	-0.0498313513513526
136	7.826	7.63829621621622	7.6062	0.0320962162162161	0.187703783783783
137	7.79	7.56240432432432	7.575	-0.0125956756756756	0.227595675675675
138	7.578	7.50990162162162	7.5192	-0.0092983783783783	0.0680983783783784
139	7.204	7.46256648648649	7.491	-0.0284335135135135	-0.258566486486487
140	7.198	7.51023135135135	7.492	0.0182313513513513	-0.312231351351352
141	7.685	7.50049621621622	7.4684	0.0320962162162161	0.184503783783783
142	7.795	7.46980432432432	7.4824	-0.0125956756756756	0.325195675675675
143	7.46	7.49950162162162	7.5088	-0.0092983783783783	-0.0395016216216222
144	7.274	7.47436648648649	7.5028	-0.0284335135135135	-0.200366486486487
145	7.33	7.51543135135135	7.4972	0.0182313513513513	-0.185431351351351
146	7.655	7.60529621621622	7.5732	0.0320962162162161	0.0497037837837846
147	7.767	7.59060432432432	7.6032	-0.0125956756756756	0.176395675675676
148	7.84	7.63590162162162	7.6452	-0.0092983783783783	0.204098378378379
149	7.424	7.55596648648649	7.5844	-0.0284335135135135	-0.131966486486486
150	7.54	7.39623135135135	7.378	0.0182313513513513	0.143768648648648
151	7.351	7.19749621621622	7.1654	0.0320962162162161	0.153503783783784
152	6.735	7.00380432432433	7.0164	-0.0125956756756756	-0.268804324324325
153	6.777	6.96710162162162	6.9764	-0.0092983783783783	-0.190101621621622
154	6.679	6.87336648648649	6.9018	-0.0284335135135135	-0.194366486486487
155	7.34	6.95703135135135	6.9388	0.0182313513513513	0.382968648648648
156	6.978	6.94109621621622	6.909	0.0320962162162161	0.0369037837837842
157	6.92	6.83760432432432	6.8502	-0.0125956756756756	0.0823956756756754
158	6.628	6.56970162162162	6.579	-0.0092983783783783	0.0582983783783781
159	6.385	6.40856648648649	6.437	-0.0284335135135135	-0.0235664864864873
160	5.984	6.39043135135135	6.3722	0.0182313513513513	-0.406431351351351
161	6.268	6.35769621621622	6.3256	0.0320962162162161	-0.0896962162162156
162	6.596	6.37900432432432	6.3916	-0.0125956756756756	0.216995675675676
163	6.395	6.54630162162162	6.5556	-0.0092983783783783	-0.151301621621622
164	6.715	6.65936648648649	6.6878	-0.0284335135135135	0.055633513513512
165	6.804	6.75603135135135	6.7378	0.0182313513513513	0.0479686486486486
166	6.929	6.88929621621622	6.8572	0.0320962162162161	0.0397037837837839
167	6.846	6.85640432432432	6.869	-0.0125956756756756	-0.0104043243243241
168	6.992	6.84890162162162	6.8582	-0.0092983783783783	0.143098378378379
169	6.774	6.74096648648649	6.7694	-0.0284335135135135	0.0330335135135131
170	6.75	6.67243135135135	6.6542	0.0182313513513513	0.077568648648648
171	6.485	6.58189621621622	6.5498	0.0320962162162161	-0.0968962162162157
172	6.27	6.53840432432432	6.551	-0.0125956756756756	-0.268404324324324
173	6.47	6.53370162162162	6.543	-0.0092983783783783	-0.0637016216216217
174	6.78	6.44576648648649	6.4742	-0.0284335135135135	0.334233513513514
175	6.71	6.58243135135135	6.5642	0.0182313513513513	0.127568648648649
176	6.141	6.63829621621622	6.6062	0.0320962162162161	-0.497296216216216
177	6.72	6.51180432432432	6.5244	-0.0125956756756756	0.208195675675675
178	6.68	6.39250162162162	6.4018	-0.0092983783783783	0.287498378378378
179	6.371	6.39916648648649	6.4276	-0.0284335135135135	-0.0281664864864872
180	6.097	6.39123135135135	6.373	0.0182313513513513	-0.294231351351352
181	6.27	6.34309621621622	6.311	0.0320962162162161	-0.073096216216217
182	6.447	6.31340432432432	6.326	-0.0125956756756756	0.133595675675675
183	6.37	6.40530162162162	6.4146	-0.0092983783783783	-0.0353016216216204
184	6.446	6.40696648648649	6.4354	-0.0284335135135135	0.0390335135135125
185	6.54	6.43023135135135	6.412	0.0182313513513513	0.109768648648648
186	6.374	6.49609621621622	6.464	0.0320962162162161	-0.122096216216216
187	6.33	6.46180432432432	6.4744	-0.0125956756756756	-0.131804324324325
188	6.63	6.45410162162162	6.4634	-0.0092983783783783	0.175898378378378
189	6.498	6.43216648648649	6.4606	-0.0284335135135135	0.0658335135135131
190	6.485	NA	NA	0.0182313513513513	NA
191	6.36	NA	NA	NA	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 11.73 & NA & NA & 0.0320962162162161 & NA \tabularnewline
2 & 11.75 & NA & NA & -0.0125956756756756 & NA \tabularnewline
3 & 11.39 & 11.1967016216216 & 11.206 & -0.0092983783783783 & 0.193298378378378 \tabularnewline
4 & 11.54 & 10.7955664864865 & 10.824 & -0.0284335135135135 & 0.744433513513513 \tabularnewline
5 & 9.62 & 10.4802313513514 & 10.462 & 0.0182313513513513 & -0.860231351351354 \tabularnewline
6 & 9.82 & 10.1960962162162 & 10.164 & 0.0320962162162161 & -0.376096216216217 \tabularnewline
7 & 9.94 & 9.80340432432432 & 9.816 & -0.0125956756756756 & 0.136595675675675 \tabularnewline
8 & 9.9 & 9.85470162162162 & 9.864 & -0.0092983783783783 & 0.0452983783783782 \tabularnewline
9 & 9.8 & 9.97156648648649 & 10 & -0.0284335135135135 & -0.171566486486485 \tabularnewline
10 & 9.86 & 10.0962313513514 & 10.078 & 0.0182313513513513 & -0.236231351351353 \tabularnewline
11 & 10.5 & 10.1620962162162 & 10.13 & 0.0320962162162161 & 0.337903783783783 \tabularnewline
12 & 10.33 & 10.1394043243243 & 10.152 & -0.0125956756756756 & 0.190595675675677 \tabularnewline
13 & 10.16 & 10.1627016216216 & 10.172 & -0.0092983783783783 & -0.0027016216216218 \tabularnewline
14 & 9.91 & 10.0495664864865 & 10.078 & -0.0284335135135135 & -0.139566486486487 \tabularnewline
15 & 9.96 & 9.94023135135135 & 9.922 & 0.0182313513513513 & 0.0197686486486486 \tabularnewline
16 & 10.03 & 9.82409621621622 & 9.792 & 0.0320962162162161 & 0.205903783783784 \tabularnewline
17 & 9.55 & 9.75740432432432 & 9.77 & -0.0125956756756756 & -0.207404324324324 \tabularnewline
18 & 9.51 & 9.78470162162162 & 9.794 & -0.0092983783783783 & -0.274701621621622 \tabularnewline
19 & 9.8 & 9.79956648648649 & 9.828 & -0.0284335135135135 & 0.000433513513513617 \tabularnewline
20 & 10.08 & 9.98223135135135 & 9.964 & 0.0182313513513513 & 0.097768648648648 \tabularnewline
21 & 10.2 & 10.1340962162162 & 10.102 & 0.0320962162162161 & 0.0659037837837815 \tabularnewline
22 & 10.23 & 10.1434043243243 & 10.156 & -0.0125956756756756 & 0.0865956756756763 \tabularnewline
23 & 10.2 & 10.1327016216216 & 10.142 & -0.0092983783783783 & 0.0672983783783785 \tabularnewline
24 & 10.07 & 10.0835664864865 & 10.112 & -0.0284335135135135 & -0.0135664864864857 \tabularnewline
25 & 10.01 & 10.0682313513514 & 10.05 & 0.0182313513513513 & -0.0582313513513508 \tabularnewline
26 & 10.05 & 10.0480962162162 & 10.016 & 0.0320962162162161 & 0.00190378378378497 \tabularnewline
27 & 9.92 & 10.0254043243243 & 10.038 & -0.0125956756756756 & -0.105404324324324 \tabularnewline
28 & 10.03 & 10.0467016216216 & 10.056 & -0.0092983783783783 & -0.0167016216216229 \tabularnewline
29 & 10.18 & 10.0495664864865 & 10.078 & -0.0284335135135135 & 0.130433513513513 \tabularnewline
30 & 10.1 & 10.1422313513514 & 10.124 & 0.0182313513513513 & -0.0422313513513526 \tabularnewline
31 & 10.16 & 10.1760962162162 & 10.144 & 0.0320962162162161 & -0.0160962162162157 \tabularnewline
32 & 10.15 & 10.1134043243243 & 10.126 & -0.0125956756756756 & 0.0365956756756756 \tabularnewline
33 & 10.13 & 10.1327016216216 & 10.142 & -0.0092983783783783 & -0.0027016216216218 \tabularnewline
34 & 10.09 & 10.0935664864865 & 10.122 & -0.0284335135135135 & -0.00356648648648594 \tabularnewline
35 & 10.18 & 10.0402313513514 & 10.022 & 0.0182313513513513 & 0.139768648648648 \tabularnewline
36 & 10.06 & 9.97609621621622 & 9.944 & 0.0320962162162161 & 0.0839037837837839 \tabularnewline
37 & 9.65 & 9.81940432432432 & 9.832 & -0.0125956756756756 & -0.169404324324324 \tabularnewline
38 & 9.74 & 9.68670162162162 & 9.696 & -0.0092983783783783 & 0.0532983783783774 \tabularnewline
39 & 9.53 & 9.45556648648649 & 9.484 & -0.0284335135135135 & 0.0744335135135135 \tabularnewline
40 & 9.5 & 9.40223135135135 & 9.384 & 0.0182313513513513 & 0.097768648648648 \tabularnewline
41 & 9 & 9.33209621621622 & 9.3 & 0.0320962162162161 & -0.332096216216216 \tabularnewline
42 & 9.15 & 9.30540432432432 & 9.318 & -0.0125956756756756 & -0.155404324324323 \tabularnewline
43 & 9.32 & 9.32670162162162 & 9.336 & -0.0092983783783783 & -0.00670162162162136 \tabularnewline
44 & 9.62 & 9.38156648648649 & 9.41 & -0.0284335135135135 & 0.238433513513513 \tabularnewline
45 & 9.59 & 9.46823135135135 & 9.45 & 0.0182313513513513 & 0.121768648648647 \tabularnewline
46 & 9.37 & 9.48209621621622 & 9.45 & 0.0320962162162161 & -0.112096216216216 \tabularnewline
47 & 9.35 & 9.41140432432432 & 9.424 & -0.0125956756756756 & -0.0614043243243234 \tabularnewline
48 & 9.32 & 9.40070162162162 & 9.41 & -0.0092983783783783 & -0.0807016216216212 \tabularnewline
49 & 9.49 & 9.42556648648649 & 9.454 & -0.0284335135135135 & 0.0644335135135137 \tabularnewline
50 & 9.52 & 9.47223135135135 & 9.454 & 0.0182313513513513 & 0.0477686486486473 \tabularnewline
51 & 9.59 & 9.46209621621622 & 9.43 & 0.0320962162162161 & 0.127903783783784 \tabularnewline
52 & 9.35 & 9.43340432432432 & 9.446 & -0.0125956756756756 & -0.0834043243243237 \tabularnewline
53 & 9.2 & 9.48870162162162 & 9.498 & -0.0092983783783783 & -0.288701621621621 \tabularnewline
54 & 9.57 & 9.50956648648649 & 9.538 & -0.0284335135135135 & 0.0604335135135141 \tabularnewline
55 & 9.78 & 9.60023135135135 & 9.582 & 0.0182313513513513 & 0.179768648648647 \tabularnewline
56 & 9.79 & 9.68009621621622 & 9.648 & 0.0320962162162161 & 0.109903783783782 \tabularnewline
57 & 9.57 & 9.65140432432433 & 9.664 & -0.0125956756756756 & -0.0814043243243248 \tabularnewline
58 & 9.53 & 9.57070162162162 & 9.58 & -0.0092983783783783 & -0.0407016216216221 \tabularnewline
59 & 9.65 & 9.47356648648649 & 9.502 & -0.0284335135135135 & 0.176433513513514 \tabularnewline
60 & 9.36 & 9.47023135135135 & 9.452 & 0.0182313513513513 & -0.110231351351354 \tabularnewline
61 & 9.4 & 9.44009621621622 & 9.408 & 0.0320962162162161 & -0.0400962162162166 \tabularnewline
62 & 9.32 & 9.30340432432432 & 9.316 & -0.0125956756756756 & 0.016595675675676 \tabularnewline
63 & 9.31 & 9.31270162162162 & 9.322 & -0.0092983783783783 & -0.0027016216216218 \tabularnewline
64 & 9.19 & 9.26956648648649 & 9.298 & -0.0284335135135135 & -0.0795664864864865 \tabularnewline
65 & 9.39 & 9.30823135135135 & 9.29 & 0.0182313513513513 & 0.081768648648648 \tabularnewline
66 & 9.28 & 9.32209621621621 & 9.29 & 0.0320962162162161 & -0.0420962162162155 \tabularnewline
67 & 9.28 & 9.29540432432432 & 9.308 & -0.0125956756756756 & -0.015404324324324 \tabularnewline
68 & 9.31 & 9.28270162162162 & 9.292 & -0.0092983783783783 & 0.0272983783783793 \tabularnewline
69 & 9.28 & 9.27756648648649 & 9.306 & -0.0284335135135135 & 0.00243351351351251 \tabularnewline
70 & 9.31 & 9.30623135135135 & 9.288 & 0.0182313513513513 & 0.00376864864864856 \tabularnewline
71 & 9.35 & 9.27209621621622 & 9.24 & 0.0320962162162161 & 0.0779037837837837 \tabularnewline
72 & 9.19 & 9.16340432432432 & 9.176 & -0.0125956756756756 & 0.0265956756756758 \tabularnewline
73 & 9.07 & 9.04270162162162 & 9.052 & -0.0092983783783783 & 0.0272983783783793 \tabularnewline
74 & 8.96 & 8.86956648648649 & 8.898 & -0.0284335135135135 & 0.0904335135135153 \tabularnewline
75 & 8.69 & 8.79023135135135 & 8.772 & 0.0182313513513513 & -0.100231351351354 \tabularnewline
76 & 8.58 & 8.68409621621622 & 8.652 & 0.0320962162162161 & -0.104096216216217 \tabularnewline
77 & 8.56 & 8.53940432432432 & 8.552 & -0.0125956756756756 & 0.0205956756756756 \tabularnewline
78 & 8.47 & 8.55470162162162 & 8.564 & -0.0092983783783783 & -0.0847016216216208 \tabularnewline
79 & 8.46 & 8.60956648648649 & 8.638 & -0.0284335135135135 & -0.149566486486485 \tabularnewline
80 & 8.75 & 8.81023135135135 & 8.792 & 0.0182313513513513 & -0.0602313513513533 \tabularnewline
81 & 8.95 & 9.03209621621622 & 9 & 0.0320962162162161 & -0.0820962162162164 \tabularnewline
82 & 9.33 & 9.20760432432432 & 9.2202 & -0.0125956756756756 & 0.122395675675676 \tabularnewline
83 & 9.51 & 9.44890162162162 & 9.4582 & -0.0092983783783783 & 0.0610983783783787 \tabularnewline
84 & 9.561 & 9.61976648648649 & 9.6482 & -0.0284335135135135 & -0.058766486486487 \tabularnewline
85 & 9.94 & 9.65543135135135 & 9.6372 & 0.0182313513513513 & 0.284568648648648 \tabularnewline
86 & 9.9 & 9.67929621621622 & 9.6472 & 0.0320962162162161 & 0.220703783783783 \tabularnewline
87 & 9.275 & 9.67820432432432 & 9.6908 & -0.0125956756756756 & -0.403204324324324 \tabularnewline
88 & 9.56 & 9.64270162162162 & 9.652 & -0.0092983783783783 & -0.0827016216216219 \tabularnewline
89 & 9.779 & 9.64176648648649 & 9.6702 & -0.0284335135135135 & 0.137233513513515 \tabularnewline
90 & 9.746 & 9.82943135135135 & 9.8112 & 0.0182313513513513 & -0.0834313513513525 \tabularnewline
91 & 9.991 & 9.97029621621622 & 9.9382 & 0.0320962162162161 & 0.0207037837837838 \tabularnewline
92 & 9.98 & 10.0318043243243 & 10.0444 & -0.0125956756756756 & -0.0518043243243245 \tabularnewline
93 & 10.195 & 10.1359016216216 & 10.1452 & -0.0092983783783783 & 0.0590983783783781 \tabularnewline
94 & 10.31 & 10.0927664864865 & 10.1212 & -0.0284335135135135 & 0.217233513513513 \tabularnewline
95 & 10.25 & 10.1554313513514 & 10.1372 & 0.0182313513513513 & 0.0945686486486483 \tabularnewline
96 & 9.871 & 10.1090962162162 & 10.077 & 0.0320962162162161 & -0.238096216216215 \tabularnewline
97 & 10.06 & 9.92040432432433 & 9.933 & -0.0125956756756756 & 0.139595675675675 \tabularnewline
98 & 9.894 & 9.80170162162162 & 9.811 & -0.0092983783783783 & 0.0922983783783771 \tabularnewline
99 & 9.59 & 9.78636648648649 & 9.8148 & -0.0284335135135135 & -0.196366486486488 \tabularnewline
100 & 9.64 & 9.72703135135135 & 9.7088 & 0.0182313513513513 & -0.0870313513513512 \tabularnewline
101 & 9.89 & 9.63969621621622 & 9.6076 & 0.0320962162162161 & 0.250303783783785 \tabularnewline
102 & 9.53 & 9.50900432432432 & 9.5216 & -0.0125956756756756 & 0.0209956756756746 \tabularnewline
103 & 9.388 & 9.46790162162162 & 9.4772 & -0.0092983783783783 & -0.0799016216216213 \tabularnewline
104 & 9.16 & 9.38476648648649 & 9.4132 & -0.0284335135135135 & -0.224766486486486 \tabularnewline
105 & 9.418 & 9.49683135135135 & 9.4786 & 0.0182313513513513 & -0.0788313513513526 \tabularnewline
106 & 9.57 & 9.60849621621622 & 9.5764 & 0.0320962162162161 & -0.0384962162162168 \tabularnewline
107 & 9.857 & 9.68380432432432 & 9.6964 & -0.0125956756756756 & 0.173195675675675 \tabularnewline
108 & 9.877 & 9.75550162162162 & 9.7648 & -0.0092983783783783 & 0.121498378378378 \tabularnewline
109 & 9.76 & 9.76136648648649 & 9.7898 & -0.0284335135135135 & -0.00136648648648574 \tabularnewline
110 & 9.76 & 9.73163135135135 & 9.7134 & 0.0182313513513513 & 0.0283686486486481 \tabularnewline
111 & 9.695 & 9.62249621621622 & 9.5904 & 0.0320962162162161 & 0.0725037837837839 \tabularnewline
112 & 9.475 & 9.44520432432432 & 9.4578 & -0.0125956756756756 & 0.0297956756756754 \tabularnewline
113 & 9.262 & 9.20650162162162 & 9.2158 & -0.0092983783783783 & 0.0554983783783776 \tabularnewline
114 & 9.097 & 8.88036648648649 & 8.9088 & -0.0284335135135135 & 0.216633513513512 \tabularnewline
115 & 8.55 & 8.53843135135135 & 8.5202 & 0.0182313513513513 & 0.0115686486486481 \tabularnewline
116 & 8.16 & 8.16489621621622 & 8.1328 & 0.0320962162162161 & -0.00489621621621694 \tabularnewline
117 & 7.532 & 7.65060432432433 & 7.6632 & -0.0125956756756756 & -0.118604324324325 \tabularnewline
118 & 7.325 & 7.36990162162162 & 7.3792 & -0.0092983783783783 & -0.044901621621622 \tabularnewline
119 & 6.749 & 7.11776648648649 & 7.1462 & -0.0284335135135135 & -0.368766486486487 \tabularnewline
120 & 7.13 & 7.12723135135135 & 7.109 & 0.0182313513513513 & 0.00276864864864823 \tabularnewline
121 & 6.995 & 7.22209621621622 & 7.19 & 0.0320962162162161 & -0.227096216216217 \tabularnewline
122 & 7.346 & 7.39500432432432 & 7.4076 & -0.0125956756756756 & -0.0490043243243248 \tabularnewline
123 & 7.73 & 7.47510162162162 & 7.4844 & -0.0092983783783783 & 0.254898378378379 \tabularnewline
124 & 7.837 & 7.57296648648649 & 7.6014 & -0.0284335135135135 & 0.264033513513513 \tabularnewline
125 & 7.514 & 7.51643135135135 & 7.4982 & 0.0182313513513513 & -0.00243135135135208 \tabularnewline
126 & 7.58 & 7.30769621621622 & 7.2756 & 0.0320962162162161 & 0.272303783783785 \tabularnewline
127 & 6.83 & 7.03860432432432 & 7.0512 & -0.0125956756756756 & -0.208604324324324 \tabularnewline
128 & 6.617 & 6.86510162162162 & 6.8744 & -0.0092983783783783 & -0.248101621621621 \tabularnewline
129 & 6.715 & 6.70816648648649 & 6.7366 & -0.0284335135135135 & 0.00683351351351291 \tabularnewline
130 & 6.63 & 6.78923135135135 & 6.771 & 0.0182313513513513 & -0.159231351351352 \tabularnewline
131 & 6.891 & 6.89769621621622 & 6.8656 & 0.0320962162162161 & -0.00669621621621541 \tabularnewline
132 & 7.002 & 6.98200432432432 & 6.9946 & -0.0125956756756756 & 0.0199956756756761 \tabularnewline
133 & 7.09 & 7.15470162162162 & 7.164 & -0.0092983783783783 & -0.0647016216216212 \tabularnewline
134 & 7.36 & 7.32256648648649 & 7.351 & -0.0284335135135135 & 0.0374335135135127 \tabularnewline
135 & 7.477 & 7.52683135135135 & 7.5086 & 0.0182313513513513 & -0.0498313513513526 \tabularnewline
136 & 7.826 & 7.63829621621622 & 7.6062 & 0.0320962162162161 & 0.187703783783783 \tabularnewline
137 & 7.79 & 7.56240432432432 & 7.575 & -0.0125956756756756 & 0.227595675675675 \tabularnewline
138 & 7.578 & 7.50990162162162 & 7.5192 & -0.0092983783783783 & 0.0680983783783784 \tabularnewline
139 & 7.204 & 7.46256648648649 & 7.491 & -0.0284335135135135 & -0.258566486486487 \tabularnewline
140 & 7.198 & 7.51023135135135 & 7.492 & 0.0182313513513513 & -0.312231351351352 \tabularnewline
141 & 7.685 & 7.50049621621622 & 7.4684 & 0.0320962162162161 & 0.184503783783783 \tabularnewline
142 & 7.795 & 7.46980432432432 & 7.4824 & -0.0125956756756756 & 0.325195675675675 \tabularnewline
143 & 7.46 & 7.49950162162162 & 7.5088 & -0.0092983783783783 & -0.0395016216216222 \tabularnewline
144 & 7.274 & 7.47436648648649 & 7.5028 & -0.0284335135135135 & -0.200366486486487 \tabularnewline
145 & 7.33 & 7.51543135135135 & 7.4972 & 0.0182313513513513 & -0.185431351351351 \tabularnewline
146 & 7.655 & 7.60529621621622 & 7.5732 & 0.0320962162162161 & 0.0497037837837846 \tabularnewline
147 & 7.767 & 7.59060432432432 & 7.6032 & -0.0125956756756756 & 0.176395675675676 \tabularnewline
148 & 7.84 & 7.63590162162162 & 7.6452 & -0.0092983783783783 & 0.204098378378379 \tabularnewline
149 & 7.424 & 7.55596648648649 & 7.5844 & -0.0284335135135135 & -0.131966486486486 \tabularnewline
150 & 7.54 & 7.39623135135135 & 7.378 & 0.0182313513513513 & 0.143768648648648 \tabularnewline
151 & 7.351 & 7.19749621621622 & 7.1654 & 0.0320962162162161 & 0.153503783783784 \tabularnewline
152 & 6.735 & 7.00380432432433 & 7.0164 & -0.0125956756756756 & -0.268804324324325 \tabularnewline
153 & 6.777 & 6.96710162162162 & 6.9764 & -0.0092983783783783 & -0.190101621621622 \tabularnewline
154 & 6.679 & 6.87336648648649 & 6.9018 & -0.0284335135135135 & -0.194366486486487 \tabularnewline
155 & 7.34 & 6.95703135135135 & 6.9388 & 0.0182313513513513 & 0.382968648648648 \tabularnewline
156 & 6.978 & 6.94109621621622 & 6.909 & 0.0320962162162161 & 0.0369037837837842 \tabularnewline
157 & 6.92 & 6.83760432432432 & 6.8502 & -0.0125956756756756 & 0.0823956756756754 \tabularnewline
158 & 6.628 & 6.56970162162162 & 6.579 & -0.0092983783783783 & 0.0582983783783781 \tabularnewline
159 & 6.385 & 6.40856648648649 & 6.437 & -0.0284335135135135 & -0.0235664864864873 \tabularnewline
160 & 5.984 & 6.39043135135135 & 6.3722 & 0.0182313513513513 & -0.406431351351351 \tabularnewline
161 & 6.268 & 6.35769621621622 & 6.3256 & 0.0320962162162161 & -0.0896962162162156 \tabularnewline
162 & 6.596 & 6.37900432432432 & 6.3916 & -0.0125956756756756 & 0.216995675675676 \tabularnewline
163 & 6.395 & 6.54630162162162 & 6.5556 & -0.0092983783783783 & -0.151301621621622 \tabularnewline
164 & 6.715 & 6.65936648648649 & 6.6878 & -0.0284335135135135 & 0.055633513513512 \tabularnewline
165 & 6.804 & 6.75603135135135 & 6.7378 & 0.0182313513513513 & 0.0479686486486486 \tabularnewline
166 & 6.929 & 6.88929621621622 & 6.8572 & 0.0320962162162161 & 0.0397037837837839 \tabularnewline
167 & 6.846 & 6.85640432432432 & 6.869 & -0.0125956756756756 & -0.0104043243243241 \tabularnewline
168 & 6.992 & 6.84890162162162 & 6.8582 & -0.0092983783783783 & 0.143098378378379 \tabularnewline
169 & 6.774 & 6.74096648648649 & 6.7694 & -0.0284335135135135 & 0.0330335135135131 \tabularnewline
170 & 6.75 & 6.67243135135135 & 6.6542 & 0.0182313513513513 & 0.077568648648648 \tabularnewline
171 & 6.485 & 6.58189621621622 & 6.5498 & 0.0320962162162161 & -0.0968962162162157 \tabularnewline
172 & 6.27 & 6.53840432432432 & 6.551 & -0.0125956756756756 & -0.268404324324324 \tabularnewline
173 & 6.47 & 6.53370162162162 & 6.543 & -0.0092983783783783 & -0.0637016216216217 \tabularnewline
174 & 6.78 & 6.44576648648649 & 6.4742 & -0.0284335135135135 & 0.334233513513514 \tabularnewline
175 & 6.71 & 6.58243135135135 & 6.5642 & 0.0182313513513513 & 0.127568648648649 \tabularnewline
176 & 6.141 & 6.63829621621622 & 6.6062 & 0.0320962162162161 & -0.497296216216216 \tabularnewline
177 & 6.72 & 6.51180432432432 & 6.5244 & -0.0125956756756756 & 0.208195675675675 \tabularnewline
178 & 6.68 & 6.39250162162162 & 6.4018 & -0.0092983783783783 & 0.287498378378378 \tabularnewline
179 & 6.371 & 6.39916648648649 & 6.4276 & -0.0284335135135135 & -0.0281664864864872 \tabularnewline
180 & 6.097 & 6.39123135135135 & 6.373 & 0.0182313513513513 & -0.294231351351352 \tabularnewline
181 & 6.27 & 6.34309621621622 & 6.311 & 0.0320962162162161 & -0.073096216216217 \tabularnewline
182 & 6.447 & 6.31340432432432 & 6.326 & -0.0125956756756756 & 0.133595675675675 \tabularnewline
183 & 6.37 & 6.40530162162162 & 6.4146 & -0.0092983783783783 & -0.0353016216216204 \tabularnewline
184 & 6.446 & 6.40696648648649 & 6.4354 & -0.0284335135135135 & 0.0390335135135125 \tabularnewline
185 & 6.54 & 6.43023135135135 & 6.412 & 0.0182313513513513 & 0.109768648648648 \tabularnewline
186 & 6.374 & 6.49609621621622 & 6.464 & 0.0320962162162161 & -0.122096216216216 \tabularnewline
187 & 6.33 & 6.46180432432432 & 6.4744 & -0.0125956756756756 & -0.131804324324325 \tabularnewline
188 & 6.63 & 6.45410162162162 & 6.4634 & -0.0092983783783783 & 0.175898378378378 \tabularnewline
189 & 6.498 & 6.43216648648649 & 6.4606 & -0.0284335135135135 & 0.0658335135135131 \tabularnewline
190 & 6.485 & NA & NA & 0.0182313513513513 & NA \tabularnewline
191 & 6.36 & NA & NA & NA & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147272&T=1

[TABLE]
[ROW][C]Classical Decomposition by Moving Averages[/C][/ROW]
[ROW][C]t[/C][C]Observations[/C][C]Fit[/C][C]Trend[/C][C]Seasonal[/C][C]Random[/C][/ROW]
[ROW][C]1[/C][C]11.73[/C][C]NA[/C][C]NA[/C][C]0.0320962162162161[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]11.75[/C][C]NA[/C][C]NA[/C][C]-0.0125956756756756[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]11.39[/C][C]11.1967016216216[/C][C]11.206[/C][C]-0.0092983783783783[/C][C]0.193298378378378[/C][/ROW]
[ROW][C]4[/C][C]11.54[/C][C]10.7955664864865[/C][C]10.824[/C][C]-0.0284335135135135[/C][C]0.744433513513513[/C][/ROW]
[ROW][C]5[/C][C]9.62[/C][C]10.4802313513514[/C][C]10.462[/C][C]0.0182313513513513[/C][C]-0.860231351351354[/C][/ROW]
[ROW][C]6[/C][C]9.82[/C][C]10.1960962162162[/C][C]10.164[/C][C]0.0320962162162161[/C][C]-0.376096216216217[/C][/ROW]
[ROW][C]7[/C][C]9.94[/C][C]9.80340432432432[/C][C]9.816[/C][C]-0.0125956756756756[/C][C]0.136595675675675[/C][/ROW]
[ROW][C]8[/C][C]9.9[/C][C]9.85470162162162[/C][C]9.864[/C][C]-0.0092983783783783[/C][C]0.0452983783783782[/C][/ROW]
[ROW][C]9[/C][C]9.8[/C][C]9.97156648648649[/C][C]10[/C][C]-0.0284335135135135[/C][C]-0.171566486486485[/C][/ROW]
[ROW][C]10[/C][C]9.86[/C][C]10.0962313513514[/C][C]10.078[/C][C]0.0182313513513513[/C][C]-0.236231351351353[/C][/ROW]
[ROW][C]11[/C][C]10.5[/C][C]10.1620962162162[/C][C]10.13[/C][C]0.0320962162162161[/C][C]0.337903783783783[/C][/ROW]
[ROW][C]12[/C][C]10.33[/C][C]10.1394043243243[/C][C]10.152[/C][C]-0.0125956756756756[/C][C]0.190595675675677[/C][/ROW]
[ROW][C]13[/C][C]10.16[/C][C]10.1627016216216[/C][C]10.172[/C][C]-0.0092983783783783[/C][C]-0.0027016216216218[/C][/ROW]
[ROW][C]14[/C][C]9.91[/C][C]10.0495664864865[/C][C]10.078[/C][C]-0.0284335135135135[/C][C]-0.139566486486487[/C][/ROW]
[ROW][C]15[/C][C]9.96[/C][C]9.94023135135135[/C][C]9.922[/C][C]0.0182313513513513[/C][C]0.0197686486486486[/C][/ROW]
[ROW][C]16[/C][C]10.03[/C][C]9.82409621621622[/C][C]9.792[/C][C]0.0320962162162161[/C][C]0.205903783783784[/C][/ROW]
[ROW][C]17[/C][C]9.55[/C][C]9.75740432432432[/C][C]9.77[/C][C]-0.0125956756756756[/C][C]-0.207404324324324[/C][/ROW]
[ROW][C]18[/C][C]9.51[/C][C]9.78470162162162[/C][C]9.794[/C][C]-0.0092983783783783[/C][C]-0.274701621621622[/C][/ROW]
[ROW][C]19[/C][C]9.8[/C][C]9.79956648648649[/C][C]9.828[/C][C]-0.0284335135135135[/C][C]0.000433513513513617[/C][/ROW]
[ROW][C]20[/C][C]10.08[/C][C]9.98223135135135[/C][C]9.964[/C][C]0.0182313513513513[/C][C]0.097768648648648[/C][/ROW]
[ROW][C]21[/C][C]10.2[/C][C]10.1340962162162[/C][C]10.102[/C][C]0.0320962162162161[/C][C]0.0659037837837815[/C][/ROW]
[ROW][C]22[/C][C]10.23[/C][C]10.1434043243243[/C][C]10.156[/C][C]-0.0125956756756756[/C][C]0.0865956756756763[/C][/ROW]
[ROW][C]23[/C][C]10.2[/C][C]10.1327016216216[/C][C]10.142[/C][C]-0.0092983783783783[/C][C]0.0672983783783785[/C][/ROW]
[ROW][C]24[/C][C]10.07[/C][C]10.0835664864865[/C][C]10.112[/C][C]-0.0284335135135135[/C][C]-0.0135664864864857[/C][/ROW]
[ROW][C]25[/C][C]10.01[/C][C]10.0682313513514[/C][C]10.05[/C][C]0.0182313513513513[/C][C]-0.0582313513513508[/C][/ROW]
[ROW][C]26[/C][C]10.05[/C][C]10.0480962162162[/C][C]10.016[/C][C]0.0320962162162161[/C][C]0.00190378378378497[/C][/ROW]
[ROW][C]27[/C][C]9.92[/C][C]10.0254043243243[/C][C]10.038[/C][C]-0.0125956756756756[/C][C]-0.105404324324324[/C][/ROW]
[ROW][C]28[/C][C]10.03[/C][C]10.0467016216216[/C][C]10.056[/C][C]-0.0092983783783783[/C][C]-0.0167016216216229[/C][/ROW]
[ROW][C]29[/C][C]10.18[/C][C]10.0495664864865[/C][C]10.078[/C][C]-0.0284335135135135[/C][C]0.130433513513513[/C][/ROW]
[ROW][C]30[/C][C]10.1[/C][C]10.1422313513514[/C][C]10.124[/C][C]0.0182313513513513[/C][C]-0.0422313513513526[/C][/ROW]
[ROW][C]31[/C][C]10.16[/C][C]10.1760962162162[/C][C]10.144[/C][C]0.0320962162162161[/C][C]-0.0160962162162157[/C][/ROW]
[ROW][C]32[/C][C]10.15[/C][C]10.1134043243243[/C][C]10.126[/C][C]-0.0125956756756756[/C][C]0.0365956756756756[/C][/ROW]
[ROW][C]33[/C][C]10.13[/C][C]10.1327016216216[/C][C]10.142[/C][C]-0.0092983783783783[/C][C]-0.0027016216216218[/C][/ROW]
[ROW][C]34[/C][C]10.09[/C][C]10.0935664864865[/C][C]10.122[/C][C]-0.0284335135135135[/C][C]-0.00356648648648594[/C][/ROW]
[ROW][C]35[/C][C]10.18[/C][C]10.0402313513514[/C][C]10.022[/C][C]0.0182313513513513[/C][C]0.139768648648648[/C][/ROW]
[ROW][C]36[/C][C]10.06[/C][C]9.97609621621622[/C][C]9.944[/C][C]0.0320962162162161[/C][C]0.0839037837837839[/C][/ROW]
[ROW][C]37[/C][C]9.65[/C][C]9.81940432432432[/C][C]9.832[/C][C]-0.0125956756756756[/C][C]-0.169404324324324[/C][/ROW]
[ROW][C]38[/C][C]9.74[/C][C]9.68670162162162[/C][C]9.696[/C][C]-0.0092983783783783[/C][C]0.0532983783783774[/C][/ROW]
[ROW][C]39[/C][C]9.53[/C][C]9.45556648648649[/C][C]9.484[/C][C]-0.0284335135135135[/C][C]0.0744335135135135[/C][/ROW]
[ROW][C]40[/C][C]9.5[/C][C]9.40223135135135[/C][C]9.384[/C][C]0.0182313513513513[/C][C]0.097768648648648[/C][/ROW]
[ROW][C]41[/C][C]9[/C][C]9.33209621621622[/C][C]9.3[/C][C]0.0320962162162161[/C][C]-0.332096216216216[/C][/ROW]
[ROW][C]42[/C][C]9.15[/C][C]9.30540432432432[/C][C]9.318[/C][C]-0.0125956756756756[/C][C]-0.155404324324323[/C][/ROW]
[ROW][C]43[/C][C]9.32[/C][C]9.32670162162162[/C][C]9.336[/C][C]-0.0092983783783783[/C][C]-0.00670162162162136[/C][/ROW]
[ROW][C]44[/C][C]9.62[/C][C]9.38156648648649[/C][C]9.41[/C][C]-0.0284335135135135[/C][C]0.238433513513513[/C][/ROW]
[ROW][C]45[/C][C]9.59[/C][C]9.46823135135135[/C][C]9.45[/C][C]0.0182313513513513[/C][C]0.121768648648647[/C][/ROW]
[ROW][C]46[/C][C]9.37[/C][C]9.48209621621622[/C][C]9.45[/C][C]0.0320962162162161[/C][C]-0.112096216216216[/C][/ROW]
[ROW][C]47[/C][C]9.35[/C][C]9.41140432432432[/C][C]9.424[/C][C]-0.0125956756756756[/C][C]-0.0614043243243234[/C][/ROW]
[ROW][C]48[/C][C]9.32[/C][C]9.40070162162162[/C][C]9.41[/C][C]-0.0092983783783783[/C][C]-0.0807016216216212[/C][/ROW]
[ROW][C]49[/C][C]9.49[/C][C]9.42556648648649[/C][C]9.454[/C][C]-0.0284335135135135[/C][C]0.0644335135135137[/C][/ROW]
[ROW][C]50[/C][C]9.52[/C][C]9.47223135135135[/C][C]9.454[/C][C]0.0182313513513513[/C][C]0.0477686486486473[/C][/ROW]
[ROW][C]51[/C][C]9.59[/C][C]9.46209621621622[/C][C]9.43[/C][C]0.0320962162162161[/C][C]0.127903783783784[/C][/ROW]
[ROW][C]52[/C][C]9.35[/C][C]9.43340432432432[/C][C]9.446[/C][C]-0.0125956756756756[/C][C]-0.0834043243243237[/C][/ROW]
[ROW][C]53[/C][C]9.2[/C][C]9.48870162162162[/C][C]9.498[/C][C]-0.0092983783783783[/C][C]-0.288701621621621[/C][/ROW]
[ROW][C]54[/C][C]9.57[/C][C]9.50956648648649[/C][C]9.538[/C][C]-0.0284335135135135[/C][C]0.0604335135135141[/C][/ROW]
[ROW][C]55[/C][C]9.78[/C][C]9.60023135135135[/C][C]9.582[/C][C]0.0182313513513513[/C][C]0.179768648648647[/C][/ROW]
[ROW][C]56[/C][C]9.79[/C][C]9.68009621621622[/C][C]9.648[/C][C]0.0320962162162161[/C][C]0.109903783783782[/C][/ROW]
[ROW][C]57[/C][C]9.57[/C][C]9.65140432432433[/C][C]9.664[/C][C]-0.0125956756756756[/C][C]-0.0814043243243248[/C][/ROW]
[ROW][C]58[/C][C]9.53[/C][C]9.57070162162162[/C][C]9.58[/C][C]-0.0092983783783783[/C][C]-0.0407016216216221[/C][/ROW]
[ROW][C]59[/C][C]9.65[/C][C]9.47356648648649[/C][C]9.502[/C][C]-0.0284335135135135[/C][C]0.176433513513514[/C][/ROW]
[ROW][C]60[/C][C]9.36[/C][C]9.47023135135135[/C][C]9.452[/C][C]0.0182313513513513[/C][C]-0.110231351351354[/C][/ROW]
[ROW][C]61[/C][C]9.4[/C][C]9.44009621621622[/C][C]9.408[/C][C]0.0320962162162161[/C][C]-0.0400962162162166[/C][/ROW]
[ROW][C]62[/C][C]9.32[/C][C]9.30340432432432[/C][C]9.316[/C][C]-0.0125956756756756[/C][C]0.016595675675676[/C][/ROW]
[ROW][C]63[/C][C]9.31[/C][C]9.31270162162162[/C][C]9.322[/C][C]-0.0092983783783783[/C][C]-0.0027016216216218[/C][/ROW]
[ROW][C]64[/C][C]9.19[/C][C]9.26956648648649[/C][C]9.298[/C][C]-0.0284335135135135[/C][C]-0.0795664864864865[/C][/ROW]
[ROW][C]65[/C][C]9.39[/C][C]9.30823135135135[/C][C]9.29[/C][C]0.0182313513513513[/C][C]0.081768648648648[/C][/ROW]
[ROW][C]66[/C][C]9.28[/C][C]9.32209621621621[/C][C]9.29[/C][C]0.0320962162162161[/C][C]-0.0420962162162155[/C][/ROW]
[ROW][C]67[/C][C]9.28[/C][C]9.29540432432432[/C][C]9.308[/C][C]-0.0125956756756756[/C][C]-0.015404324324324[/C][/ROW]
[ROW][C]68[/C][C]9.31[/C][C]9.28270162162162[/C][C]9.292[/C][C]-0.0092983783783783[/C][C]0.0272983783783793[/C][/ROW]
[ROW][C]69[/C][C]9.28[/C][C]9.27756648648649[/C][C]9.306[/C][C]-0.0284335135135135[/C][C]0.00243351351351251[/C][/ROW]
[ROW][C]70[/C][C]9.31[/C][C]9.30623135135135[/C][C]9.288[/C][C]0.0182313513513513[/C][C]0.00376864864864856[/C][/ROW]
[ROW][C]71[/C][C]9.35[/C][C]9.27209621621622[/C][C]9.24[/C][C]0.0320962162162161[/C][C]0.0779037837837837[/C][/ROW]
[ROW][C]72[/C][C]9.19[/C][C]9.16340432432432[/C][C]9.176[/C][C]-0.0125956756756756[/C][C]0.0265956756756758[/C][/ROW]
[ROW][C]73[/C][C]9.07[/C][C]9.04270162162162[/C][C]9.052[/C][C]-0.0092983783783783[/C][C]0.0272983783783793[/C][/ROW]
[ROW][C]74[/C][C]8.96[/C][C]8.86956648648649[/C][C]8.898[/C][C]-0.0284335135135135[/C][C]0.0904335135135153[/C][/ROW]
[ROW][C]75[/C][C]8.69[/C][C]8.79023135135135[/C][C]8.772[/C][C]0.0182313513513513[/C][C]-0.100231351351354[/C][/ROW]
[ROW][C]76[/C][C]8.58[/C][C]8.68409621621622[/C][C]8.652[/C][C]0.0320962162162161[/C][C]-0.104096216216217[/C][/ROW]
[ROW][C]77[/C][C]8.56[/C][C]8.53940432432432[/C][C]8.552[/C][C]-0.0125956756756756[/C][C]0.0205956756756756[/C][/ROW]
[ROW][C]78[/C][C]8.47[/C][C]8.55470162162162[/C][C]8.564[/C][C]-0.0092983783783783[/C][C]-0.0847016216216208[/C][/ROW]
[ROW][C]79[/C][C]8.46[/C][C]8.60956648648649[/C][C]8.638[/C][C]-0.0284335135135135[/C][C]-0.149566486486485[/C][/ROW]
[ROW][C]80[/C][C]8.75[/C][C]8.81023135135135[/C][C]8.792[/C][C]0.0182313513513513[/C][C]-0.0602313513513533[/C][/ROW]
[ROW][C]81[/C][C]8.95[/C][C]9.03209621621622[/C][C]9[/C][C]0.0320962162162161[/C][C]-0.0820962162162164[/C][/ROW]
[ROW][C]82[/C][C]9.33[/C][C]9.20760432432432[/C][C]9.2202[/C][C]-0.0125956756756756[/C][C]0.122395675675676[/C][/ROW]
[ROW][C]83[/C][C]9.51[/C][C]9.44890162162162[/C][C]9.4582[/C][C]-0.0092983783783783[/C][C]0.0610983783783787[/C][/ROW]
[ROW][C]84[/C][C]9.561[/C][C]9.61976648648649[/C][C]9.6482[/C][C]-0.0284335135135135[/C][C]-0.058766486486487[/C][/ROW]
[ROW][C]85[/C][C]9.94[/C][C]9.65543135135135[/C][C]9.6372[/C][C]0.0182313513513513[/C][C]0.284568648648648[/C][/ROW]
[ROW][C]86[/C][C]9.9[/C][C]9.67929621621622[/C][C]9.6472[/C][C]0.0320962162162161[/C][C]0.220703783783783[/C][/ROW]
[ROW][C]87[/C][C]9.275[/C][C]9.67820432432432[/C][C]9.6908[/C][C]-0.0125956756756756[/C][C]-0.403204324324324[/C][/ROW]
[ROW][C]88[/C][C]9.56[/C][C]9.64270162162162[/C][C]9.652[/C][C]-0.0092983783783783[/C][C]-0.0827016216216219[/C][/ROW]
[ROW][C]89[/C][C]9.779[/C][C]9.64176648648649[/C][C]9.6702[/C][C]-0.0284335135135135[/C][C]0.137233513513515[/C][/ROW]
[ROW][C]90[/C][C]9.746[/C][C]9.82943135135135[/C][C]9.8112[/C][C]0.0182313513513513[/C][C]-0.0834313513513525[/C][/ROW]
[ROW][C]91[/C][C]9.991[/C][C]9.97029621621622[/C][C]9.9382[/C][C]0.0320962162162161[/C][C]0.0207037837837838[/C][/ROW]
[ROW][C]92[/C][C]9.98[/C][C]10.0318043243243[/C][C]10.0444[/C][C]-0.0125956756756756[/C][C]-0.0518043243243245[/C][/ROW]
[ROW][C]93[/C][C]10.195[/C][C]10.1359016216216[/C][C]10.1452[/C][C]-0.0092983783783783[/C][C]0.0590983783783781[/C][/ROW]
[ROW][C]94[/C][C]10.31[/C][C]10.0927664864865[/C][C]10.1212[/C][C]-0.0284335135135135[/C][C]0.217233513513513[/C][/ROW]
[ROW][C]95[/C][C]10.25[/C][C]10.1554313513514[/C][C]10.1372[/C][C]0.0182313513513513[/C][C]0.0945686486486483[/C][/ROW]
[ROW][C]96[/C][C]9.871[/C][C]10.1090962162162[/C][C]10.077[/C][C]0.0320962162162161[/C][C]-0.238096216216215[/C][/ROW]
[ROW][C]97[/C][C]10.06[/C][C]9.92040432432433[/C][C]9.933[/C][C]-0.0125956756756756[/C][C]0.139595675675675[/C][/ROW]
[ROW][C]98[/C][C]9.894[/C][C]9.80170162162162[/C][C]9.811[/C][C]-0.0092983783783783[/C][C]0.0922983783783771[/C][/ROW]
[ROW][C]99[/C][C]9.59[/C][C]9.78636648648649[/C][C]9.8148[/C][C]-0.0284335135135135[/C][C]-0.196366486486488[/C][/ROW]
[ROW][C]100[/C][C]9.64[/C][C]9.72703135135135[/C][C]9.7088[/C][C]0.0182313513513513[/C][C]-0.0870313513513512[/C][/ROW]
[ROW][C]101[/C][C]9.89[/C][C]9.63969621621622[/C][C]9.6076[/C][C]0.0320962162162161[/C][C]0.250303783783785[/C][/ROW]
[ROW][C]102[/C][C]9.53[/C][C]9.50900432432432[/C][C]9.5216[/C][C]-0.0125956756756756[/C][C]0.0209956756756746[/C][/ROW]
[ROW][C]103[/C][C]9.388[/C][C]9.46790162162162[/C][C]9.4772[/C][C]-0.0092983783783783[/C][C]-0.0799016216216213[/C][/ROW]
[ROW][C]104[/C][C]9.16[/C][C]9.38476648648649[/C][C]9.4132[/C][C]-0.0284335135135135[/C][C]-0.224766486486486[/C][/ROW]
[ROW][C]105[/C][C]9.418[/C][C]9.49683135135135[/C][C]9.4786[/C][C]0.0182313513513513[/C][C]-0.0788313513513526[/C][/ROW]
[ROW][C]106[/C][C]9.57[/C][C]9.60849621621622[/C][C]9.5764[/C][C]0.0320962162162161[/C][C]-0.0384962162162168[/C][/ROW]
[ROW][C]107[/C][C]9.857[/C][C]9.68380432432432[/C][C]9.6964[/C][C]-0.0125956756756756[/C][C]0.173195675675675[/C][/ROW]
[ROW][C]108[/C][C]9.877[/C][C]9.75550162162162[/C][C]9.7648[/C][C]-0.0092983783783783[/C][C]0.121498378378378[/C][/ROW]
[ROW][C]109[/C][C]9.76[/C][C]9.76136648648649[/C][C]9.7898[/C][C]-0.0284335135135135[/C][C]-0.00136648648648574[/C][/ROW]
[ROW][C]110[/C][C]9.76[/C][C]9.73163135135135[/C][C]9.7134[/C][C]0.0182313513513513[/C][C]0.0283686486486481[/C][/ROW]
[ROW][C]111[/C][C]9.695[/C][C]9.62249621621622[/C][C]9.5904[/C][C]0.0320962162162161[/C][C]0.0725037837837839[/C][/ROW]
[ROW][C]112[/C][C]9.475[/C][C]9.44520432432432[/C][C]9.4578[/C][C]-0.0125956756756756[/C][C]0.0297956756756754[/C][/ROW]
[ROW][C]113[/C][C]9.262[/C][C]9.20650162162162[/C][C]9.2158[/C][C]-0.0092983783783783[/C][C]0.0554983783783776[/C][/ROW]
[ROW][C]114[/C][C]9.097[/C][C]8.88036648648649[/C][C]8.9088[/C][C]-0.0284335135135135[/C][C]0.216633513513512[/C][/ROW]
[ROW][C]115[/C][C]8.55[/C][C]8.53843135135135[/C][C]8.5202[/C][C]0.0182313513513513[/C][C]0.0115686486486481[/C][/ROW]
[ROW][C]116[/C][C]8.16[/C][C]8.16489621621622[/C][C]8.1328[/C][C]0.0320962162162161[/C][C]-0.00489621621621694[/C][/ROW]
[ROW][C]117[/C][C]7.532[/C][C]7.65060432432433[/C][C]7.6632[/C][C]-0.0125956756756756[/C][C]-0.118604324324325[/C][/ROW]
[ROW][C]118[/C][C]7.325[/C][C]7.36990162162162[/C][C]7.3792[/C][C]-0.0092983783783783[/C][C]-0.044901621621622[/C][/ROW]
[ROW][C]119[/C][C]6.749[/C][C]7.11776648648649[/C][C]7.1462[/C][C]-0.0284335135135135[/C][C]-0.368766486486487[/C][/ROW]
[ROW][C]120[/C][C]7.13[/C][C]7.12723135135135[/C][C]7.109[/C][C]0.0182313513513513[/C][C]0.00276864864864823[/C][/ROW]
[ROW][C]121[/C][C]6.995[/C][C]7.22209621621622[/C][C]7.19[/C][C]0.0320962162162161[/C][C]-0.227096216216217[/C][/ROW]
[ROW][C]122[/C][C]7.346[/C][C]7.39500432432432[/C][C]7.4076[/C][C]-0.0125956756756756[/C][C]-0.0490043243243248[/C][/ROW]
[ROW][C]123[/C][C]7.73[/C][C]7.47510162162162[/C][C]7.4844[/C][C]-0.0092983783783783[/C][C]0.254898378378379[/C][/ROW]
[ROW][C]124[/C][C]7.837[/C][C]7.57296648648649[/C][C]7.6014[/C][C]-0.0284335135135135[/C][C]0.264033513513513[/C][/ROW]
[ROW][C]125[/C][C]7.514[/C][C]7.51643135135135[/C][C]7.4982[/C][C]0.0182313513513513[/C][C]-0.00243135135135208[/C][/ROW]
[ROW][C]126[/C][C]7.58[/C][C]7.30769621621622[/C][C]7.2756[/C][C]0.0320962162162161[/C][C]0.272303783783785[/C][/ROW]
[ROW][C]127[/C][C]6.83[/C][C]7.03860432432432[/C][C]7.0512[/C][C]-0.0125956756756756[/C][C]-0.208604324324324[/C][/ROW]
[ROW][C]128[/C][C]6.617[/C][C]6.86510162162162[/C][C]6.8744[/C][C]-0.0092983783783783[/C][C]-0.248101621621621[/C][/ROW]
[ROW][C]129[/C][C]6.715[/C][C]6.70816648648649[/C][C]6.7366[/C][C]-0.0284335135135135[/C][C]0.00683351351351291[/C][/ROW]
[ROW][C]130[/C][C]6.63[/C][C]6.78923135135135[/C][C]6.771[/C][C]0.0182313513513513[/C][C]-0.159231351351352[/C][/ROW]
[ROW][C]131[/C][C]6.891[/C][C]6.89769621621622[/C][C]6.8656[/C][C]0.0320962162162161[/C][C]-0.00669621621621541[/C][/ROW]
[ROW][C]132[/C][C]7.002[/C][C]6.98200432432432[/C][C]6.9946[/C][C]-0.0125956756756756[/C][C]0.0199956756756761[/C][/ROW]
[ROW][C]133[/C][C]7.09[/C][C]7.15470162162162[/C][C]7.164[/C][C]-0.0092983783783783[/C][C]-0.0647016216216212[/C][/ROW]
[ROW][C]134[/C][C]7.36[/C][C]7.32256648648649[/C][C]7.351[/C][C]-0.0284335135135135[/C][C]0.0374335135135127[/C][/ROW]
[ROW][C]135[/C][C]7.477[/C][C]7.52683135135135[/C][C]7.5086[/C][C]0.0182313513513513[/C][C]-0.0498313513513526[/C][/ROW]
[ROW][C]136[/C][C]7.826[/C][C]7.63829621621622[/C][C]7.6062[/C][C]0.0320962162162161[/C][C]0.187703783783783[/C][/ROW]
[ROW][C]137[/C][C]7.79[/C][C]7.56240432432432[/C][C]7.575[/C][C]-0.0125956756756756[/C][C]0.227595675675675[/C][/ROW]
[ROW][C]138[/C][C]7.578[/C][C]7.50990162162162[/C][C]7.5192[/C][C]-0.0092983783783783[/C][C]0.0680983783783784[/C][/ROW]
[ROW][C]139[/C][C]7.204[/C][C]7.46256648648649[/C][C]7.491[/C][C]-0.0284335135135135[/C][C]-0.258566486486487[/C][/ROW]
[ROW][C]140[/C][C]7.198[/C][C]7.51023135135135[/C][C]7.492[/C][C]0.0182313513513513[/C][C]-0.312231351351352[/C][/ROW]
[ROW][C]141[/C][C]7.685[/C][C]7.50049621621622[/C][C]7.4684[/C][C]0.0320962162162161[/C][C]0.184503783783783[/C][/ROW]
[ROW][C]142[/C][C]7.795[/C][C]7.46980432432432[/C][C]7.4824[/C][C]-0.0125956756756756[/C][C]0.325195675675675[/C][/ROW]
[ROW][C]143[/C][C]7.46[/C][C]7.49950162162162[/C][C]7.5088[/C][C]-0.0092983783783783[/C][C]-0.0395016216216222[/C][/ROW]
[ROW][C]144[/C][C]7.274[/C][C]7.47436648648649[/C][C]7.5028[/C][C]-0.0284335135135135[/C][C]-0.200366486486487[/C][/ROW]
[ROW][C]145[/C][C]7.33[/C][C]7.51543135135135[/C][C]7.4972[/C][C]0.0182313513513513[/C][C]-0.185431351351351[/C][/ROW]
[ROW][C]146[/C][C]7.655[/C][C]7.60529621621622[/C][C]7.5732[/C][C]0.0320962162162161[/C][C]0.0497037837837846[/C][/ROW]
[ROW][C]147[/C][C]7.767[/C][C]7.59060432432432[/C][C]7.6032[/C][C]-0.0125956756756756[/C][C]0.176395675675676[/C][/ROW]
[ROW][C]148[/C][C]7.84[/C][C]7.63590162162162[/C][C]7.6452[/C][C]-0.0092983783783783[/C][C]0.204098378378379[/C][/ROW]
[ROW][C]149[/C][C]7.424[/C][C]7.55596648648649[/C][C]7.5844[/C][C]-0.0284335135135135[/C][C]-0.131966486486486[/C][/ROW]
[ROW][C]150[/C][C]7.54[/C][C]7.39623135135135[/C][C]7.378[/C][C]0.0182313513513513[/C][C]0.143768648648648[/C][/ROW]
[ROW][C]151[/C][C]7.351[/C][C]7.19749621621622[/C][C]7.1654[/C][C]0.0320962162162161[/C][C]0.153503783783784[/C][/ROW]
[ROW][C]152[/C][C]6.735[/C][C]7.00380432432433[/C][C]7.0164[/C][C]-0.0125956756756756[/C][C]-0.268804324324325[/C][/ROW]
[ROW][C]153[/C][C]6.777[/C][C]6.96710162162162[/C][C]6.9764[/C][C]-0.0092983783783783[/C][C]-0.190101621621622[/C][/ROW]
[ROW][C]154[/C][C]6.679[/C][C]6.87336648648649[/C][C]6.9018[/C][C]-0.0284335135135135[/C][C]-0.194366486486487[/C][/ROW]
[ROW][C]155[/C][C]7.34[/C][C]6.95703135135135[/C][C]6.9388[/C][C]0.0182313513513513[/C][C]0.382968648648648[/C][/ROW]
[ROW][C]156[/C][C]6.978[/C][C]6.94109621621622[/C][C]6.909[/C][C]0.0320962162162161[/C][C]0.0369037837837842[/C][/ROW]
[ROW][C]157[/C][C]6.92[/C][C]6.83760432432432[/C][C]6.8502[/C][C]-0.0125956756756756[/C][C]0.0823956756756754[/C][/ROW]
[ROW][C]158[/C][C]6.628[/C][C]6.56970162162162[/C][C]6.579[/C][C]-0.0092983783783783[/C][C]0.0582983783783781[/C][/ROW]
[ROW][C]159[/C][C]6.385[/C][C]6.40856648648649[/C][C]6.437[/C][C]-0.0284335135135135[/C][C]-0.0235664864864873[/C][/ROW]
[ROW][C]160[/C][C]5.984[/C][C]6.39043135135135[/C][C]6.3722[/C][C]0.0182313513513513[/C][C]-0.406431351351351[/C][/ROW]
[ROW][C]161[/C][C]6.268[/C][C]6.35769621621622[/C][C]6.3256[/C][C]0.0320962162162161[/C][C]-0.0896962162162156[/C][/ROW]
[ROW][C]162[/C][C]6.596[/C][C]6.37900432432432[/C][C]6.3916[/C][C]-0.0125956756756756[/C][C]0.216995675675676[/C][/ROW]
[ROW][C]163[/C][C]6.395[/C][C]6.54630162162162[/C][C]6.5556[/C][C]-0.0092983783783783[/C][C]-0.151301621621622[/C][/ROW]
[ROW][C]164[/C][C]6.715[/C][C]6.65936648648649[/C][C]6.6878[/C][C]-0.0284335135135135[/C][C]0.055633513513512[/C][/ROW]
[ROW][C]165[/C][C]6.804[/C][C]6.75603135135135[/C][C]6.7378[/C][C]0.0182313513513513[/C][C]0.0479686486486486[/C][/ROW]
[ROW][C]166[/C][C]6.929[/C][C]6.88929621621622[/C][C]6.8572[/C][C]0.0320962162162161[/C][C]0.0397037837837839[/C][/ROW]
[ROW][C]167[/C][C]6.846[/C][C]6.85640432432432[/C][C]6.869[/C][C]-0.0125956756756756[/C][C]-0.0104043243243241[/C][/ROW]
[ROW][C]168[/C][C]6.992[/C][C]6.84890162162162[/C][C]6.8582[/C][C]-0.0092983783783783[/C][C]0.143098378378379[/C][/ROW]
[ROW][C]169[/C][C]6.774[/C][C]6.74096648648649[/C][C]6.7694[/C][C]-0.0284335135135135[/C][C]0.0330335135135131[/C][/ROW]
[ROW][C]170[/C][C]6.75[/C][C]6.67243135135135[/C][C]6.6542[/C][C]0.0182313513513513[/C][C]0.077568648648648[/C][/ROW]
[ROW][C]171[/C][C]6.485[/C][C]6.58189621621622[/C][C]6.5498[/C][C]0.0320962162162161[/C][C]-0.0968962162162157[/C][/ROW]
[ROW][C]172[/C][C]6.27[/C][C]6.53840432432432[/C][C]6.551[/C][C]-0.0125956756756756[/C][C]-0.268404324324324[/C][/ROW]
[ROW][C]173[/C][C]6.47[/C][C]6.53370162162162[/C][C]6.543[/C][C]-0.0092983783783783[/C][C]-0.0637016216216217[/C][/ROW]
[ROW][C]174[/C][C]6.78[/C][C]6.44576648648649[/C][C]6.4742[/C][C]-0.0284335135135135[/C][C]0.334233513513514[/C][/ROW]
[ROW][C]175[/C][C]6.71[/C][C]6.58243135135135[/C][C]6.5642[/C][C]0.0182313513513513[/C][C]0.127568648648649[/C][/ROW]
[ROW][C]176[/C][C]6.141[/C][C]6.63829621621622[/C][C]6.6062[/C][C]0.0320962162162161[/C][C]-0.497296216216216[/C][/ROW]
[ROW][C]177[/C][C]6.72[/C][C]6.51180432432432[/C][C]6.5244[/C][C]-0.0125956756756756[/C][C]0.208195675675675[/C][/ROW]
[ROW][C]178[/C][C]6.68[/C][C]6.39250162162162[/C][C]6.4018[/C][C]-0.0092983783783783[/C][C]0.287498378378378[/C][/ROW]
[ROW][C]179[/C][C]6.371[/C][C]6.39916648648649[/C][C]6.4276[/C][C]-0.0284335135135135[/C][C]-0.0281664864864872[/C][/ROW]
[ROW][C]180[/C][C]6.097[/C][C]6.39123135135135[/C][C]6.373[/C][C]0.0182313513513513[/C][C]-0.294231351351352[/C][/ROW]
[ROW][C]181[/C][C]6.27[/C][C]6.34309621621622[/C][C]6.311[/C][C]0.0320962162162161[/C][C]-0.073096216216217[/C][/ROW]
[ROW][C]182[/C][C]6.447[/C][C]6.31340432432432[/C][C]6.326[/C][C]-0.0125956756756756[/C][C]0.133595675675675[/C][/ROW]
[ROW][C]183[/C][C]6.37[/C][C]6.40530162162162[/C][C]6.4146[/C][C]-0.0092983783783783[/C][C]-0.0353016216216204[/C][/ROW]
[ROW][C]184[/C][C]6.446[/C][C]6.40696648648649[/C][C]6.4354[/C][C]-0.0284335135135135[/C][C]0.0390335135135125[/C][/ROW]
[ROW][C]185[/C][C]6.54[/C][C]6.43023135135135[/C][C]6.412[/C][C]0.0182313513513513[/C][C]0.109768648648648[/C][/ROW]
[ROW][C]186[/C][C]6.374[/C][C]6.49609621621622[/C][C]6.464[/C][C]0.0320962162162161[/C][C]-0.122096216216216[/C][/ROW]
[ROW][C]187[/C][C]6.33[/C][C]6.46180432432432[/C][C]6.4744[/C][C]-0.0125956756756756[/C][C]-0.131804324324325[/C][/ROW]
[ROW][C]188[/C][C]6.63[/C][C]6.45410162162162[/C][C]6.4634[/C][C]-0.0092983783783783[/C][C]0.175898378378378[/C][/ROW]
[ROW][C]189[/C][C]6.498[/C][C]6.43216648648649[/C][C]6.4606[/C][C]-0.0284335135135135[/C][C]0.0658335135135131[/C][/ROW]
[ROW][C]190[/C][C]6.485[/C][C]NA[/C][C]NA[/C][C]0.0182313513513513[/C][C]NA[/C][/ROW]
[ROW][C]191[/C][C]6.36[/C][C]NA[/C][C]NA[/C][C]NA[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147272&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147272&T=1

As an alternative you can also use a QR Code:

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

Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	11.73	NA	NA	0.0320962162162161	NA
2	11.75	NA	NA	-0.0125956756756756	NA
3	11.39	11.1967016216216	11.206	-0.0092983783783783	0.193298378378378
4	11.54	10.7955664864865	10.824	-0.0284335135135135	0.744433513513513
5	9.62	10.4802313513514	10.462	0.0182313513513513	-0.860231351351354
6	9.82	10.1960962162162	10.164	0.0320962162162161	-0.376096216216217
7	9.94	9.80340432432432	9.816	-0.0125956756756756	0.136595675675675
8	9.9	9.85470162162162	9.864	-0.0092983783783783	0.0452983783783782
9	9.8	9.97156648648649	10	-0.0284335135135135	-0.171566486486485
10	9.86	10.0962313513514	10.078	0.0182313513513513	-0.236231351351353
11	10.5	10.1620962162162	10.13	0.0320962162162161	0.337903783783783
12	10.33	10.1394043243243	10.152	-0.0125956756756756	0.190595675675677
13	10.16	10.1627016216216	10.172	-0.0092983783783783	-0.0027016216216218
14	9.91	10.0495664864865	10.078	-0.0284335135135135	-0.139566486486487
15	9.96	9.94023135135135	9.922	0.0182313513513513	0.0197686486486486
16	10.03	9.82409621621622	9.792	0.0320962162162161	0.205903783783784
17	9.55	9.75740432432432	9.77	-0.0125956756756756	-0.207404324324324
18	9.51	9.78470162162162	9.794	-0.0092983783783783	-0.274701621621622
19	9.8	9.79956648648649	9.828	-0.0284335135135135	0.000433513513513617
20	10.08	9.98223135135135	9.964	0.0182313513513513	0.097768648648648
21	10.2	10.1340962162162	10.102	0.0320962162162161	0.0659037837837815
22	10.23	10.1434043243243	10.156	-0.0125956756756756	0.0865956756756763
23	10.2	10.1327016216216	10.142	-0.0092983783783783	0.0672983783783785
24	10.07	10.0835664864865	10.112	-0.0284335135135135	-0.0135664864864857
25	10.01	10.0682313513514	10.05	0.0182313513513513	-0.0582313513513508
26	10.05	10.0480962162162	10.016	0.0320962162162161	0.00190378378378497
27	9.92	10.0254043243243	10.038	-0.0125956756756756	-0.105404324324324
28	10.03	10.0467016216216	10.056	-0.0092983783783783	-0.0167016216216229
29	10.18	10.0495664864865	10.078	-0.0284335135135135	0.130433513513513
30	10.1	10.1422313513514	10.124	0.0182313513513513	-0.0422313513513526
31	10.16	10.1760962162162	10.144	0.0320962162162161	-0.0160962162162157
32	10.15	10.1134043243243	10.126	-0.0125956756756756	0.0365956756756756
33	10.13	10.1327016216216	10.142	-0.0092983783783783	-0.0027016216216218
34	10.09	10.0935664864865	10.122	-0.0284335135135135	-0.00356648648648594
35	10.18	10.0402313513514	10.022	0.0182313513513513	0.139768648648648
36	10.06	9.97609621621622	9.944	0.0320962162162161	0.0839037837837839
37	9.65	9.81940432432432	9.832	-0.0125956756756756	-0.169404324324324
38	9.74	9.68670162162162	9.696	-0.0092983783783783	0.0532983783783774
39	9.53	9.45556648648649	9.484	-0.0284335135135135	0.0744335135135135
40	9.5	9.40223135135135	9.384	0.0182313513513513	0.097768648648648
41	9	9.33209621621622	9.3	0.0320962162162161	-0.332096216216216
42	9.15	9.30540432432432	9.318	-0.0125956756756756	-0.155404324324323
43	9.32	9.32670162162162	9.336	-0.0092983783783783	-0.00670162162162136
44	9.62	9.38156648648649	9.41	-0.0284335135135135	0.238433513513513
45	9.59	9.46823135135135	9.45	0.0182313513513513	0.121768648648647
46	9.37	9.48209621621622	9.45	0.0320962162162161	-0.112096216216216
47	9.35	9.41140432432432	9.424	-0.0125956756756756	-0.0614043243243234
48	9.32	9.40070162162162	9.41	-0.0092983783783783	-0.0807016216216212
49	9.49	9.42556648648649	9.454	-0.0284335135135135	0.0644335135135137
50	9.52	9.47223135135135	9.454	0.0182313513513513	0.0477686486486473
51	9.59	9.46209621621622	9.43	0.0320962162162161	0.127903783783784
52	9.35	9.43340432432432	9.446	-0.0125956756756756	-0.0834043243243237
53	9.2	9.48870162162162	9.498	-0.0092983783783783	-0.288701621621621
54	9.57	9.50956648648649	9.538	-0.0284335135135135	0.0604335135135141
55	9.78	9.60023135135135	9.582	0.0182313513513513	0.179768648648647
56	9.79	9.68009621621622	9.648	0.0320962162162161	0.109903783783782
57	9.57	9.65140432432433	9.664	-0.0125956756756756	-0.0814043243243248
58	9.53	9.57070162162162	9.58	-0.0092983783783783	-0.0407016216216221
59	9.65	9.47356648648649	9.502	-0.0284335135135135	0.176433513513514
60	9.36	9.47023135135135	9.452	0.0182313513513513	-0.110231351351354
61	9.4	9.44009621621622	9.408	0.0320962162162161	-0.0400962162162166
62	9.32	9.30340432432432	9.316	-0.0125956756756756	0.016595675675676
63	9.31	9.31270162162162	9.322	-0.0092983783783783	-0.0027016216216218
64	9.19	9.26956648648649	9.298	-0.0284335135135135	-0.0795664864864865
65	9.39	9.30823135135135	9.29	0.0182313513513513	0.081768648648648
66	9.28	9.32209621621621	9.29	0.0320962162162161	-0.0420962162162155
67	9.28	9.29540432432432	9.308	-0.0125956756756756	-0.015404324324324
68	9.31	9.28270162162162	9.292	-0.0092983783783783	0.0272983783783793
69	9.28	9.27756648648649	9.306	-0.0284335135135135	0.00243351351351251
70	9.31	9.30623135135135	9.288	0.0182313513513513	0.00376864864864856
71	9.35	9.27209621621622	9.24	0.0320962162162161	0.0779037837837837
72	9.19	9.16340432432432	9.176	-0.0125956756756756	0.0265956756756758
73	9.07	9.04270162162162	9.052	-0.0092983783783783	0.0272983783783793
74	8.96	8.86956648648649	8.898	-0.0284335135135135	0.0904335135135153
75	8.69	8.79023135135135	8.772	0.0182313513513513	-0.100231351351354
76	8.58	8.68409621621622	8.652	0.0320962162162161	-0.104096216216217
77	8.56	8.53940432432432	8.552	-0.0125956756756756	0.0205956756756756
78	8.47	8.55470162162162	8.564	-0.0092983783783783	-0.0847016216216208
79	8.46	8.60956648648649	8.638	-0.0284335135135135	-0.149566486486485
80	8.75	8.81023135135135	8.792	0.0182313513513513	-0.0602313513513533
81	8.95	9.03209621621622	9	0.0320962162162161	-0.0820962162162164
82	9.33	9.20760432432432	9.2202	-0.0125956756756756	0.122395675675676
83	9.51	9.44890162162162	9.4582	-0.0092983783783783	0.0610983783783787
84	9.561	9.61976648648649	9.6482	-0.0284335135135135	-0.058766486486487
85	9.94	9.65543135135135	9.6372	0.0182313513513513	0.284568648648648
86	9.9	9.67929621621622	9.6472	0.0320962162162161	0.220703783783783
87	9.275	9.67820432432432	9.6908	-0.0125956756756756	-0.403204324324324
88	9.56	9.64270162162162	9.652	-0.0092983783783783	-0.0827016216216219
89	9.779	9.64176648648649	9.6702	-0.0284335135135135	0.137233513513515
90	9.746	9.82943135135135	9.8112	0.0182313513513513	-0.0834313513513525
91	9.991	9.97029621621622	9.9382	0.0320962162162161	0.0207037837837838
92	9.98	10.0318043243243	10.0444	-0.0125956756756756	-0.0518043243243245
93	10.195	10.1359016216216	10.1452	-0.0092983783783783	0.0590983783783781
94	10.31	10.0927664864865	10.1212	-0.0284335135135135	0.217233513513513
95	10.25	10.1554313513514	10.1372	0.0182313513513513	0.0945686486486483
96	9.871	10.1090962162162	10.077	0.0320962162162161	-0.238096216216215
97	10.06	9.92040432432433	9.933	-0.0125956756756756	0.139595675675675
98	9.894	9.80170162162162	9.811	-0.0092983783783783	0.0922983783783771
99	9.59	9.78636648648649	9.8148	-0.0284335135135135	-0.196366486486488
100	9.64	9.72703135135135	9.7088	0.0182313513513513	-0.0870313513513512
101	9.89	9.63969621621622	9.6076	0.0320962162162161	0.250303783783785
102	9.53	9.50900432432432	9.5216	-0.0125956756756756	0.0209956756756746
103	9.388	9.46790162162162	9.4772	-0.0092983783783783	-0.0799016216216213
104	9.16	9.38476648648649	9.4132	-0.0284335135135135	-0.224766486486486
105	9.418	9.49683135135135	9.4786	0.0182313513513513	-0.0788313513513526
106	9.57	9.60849621621622	9.5764	0.0320962162162161	-0.0384962162162168
107	9.857	9.68380432432432	9.6964	-0.0125956756756756	0.173195675675675
108	9.877	9.75550162162162	9.7648	-0.0092983783783783	0.121498378378378
109	9.76	9.76136648648649	9.7898	-0.0284335135135135	-0.00136648648648574
110	9.76	9.73163135135135	9.7134	0.0182313513513513	0.0283686486486481
111	9.695	9.62249621621622	9.5904	0.0320962162162161	0.0725037837837839
112	9.475	9.44520432432432	9.4578	-0.0125956756756756	0.0297956756756754
113	9.262	9.20650162162162	9.2158	-0.0092983783783783	0.0554983783783776
114	9.097	8.88036648648649	8.9088	-0.0284335135135135	0.216633513513512
115	8.55	8.53843135135135	8.5202	0.0182313513513513	0.0115686486486481
116	8.16	8.16489621621622	8.1328	0.0320962162162161	-0.00489621621621694
117	7.532	7.65060432432433	7.6632	-0.0125956756756756	-0.118604324324325
118	7.325	7.36990162162162	7.3792	-0.0092983783783783	-0.044901621621622
119	6.749	7.11776648648649	7.1462	-0.0284335135135135	-0.368766486486487
120	7.13	7.12723135135135	7.109	0.0182313513513513	0.00276864864864823
121	6.995	7.22209621621622	7.19	0.0320962162162161	-0.227096216216217
122	7.346	7.39500432432432	7.4076	-0.0125956756756756	-0.0490043243243248
123	7.73	7.47510162162162	7.4844	-0.0092983783783783	0.254898378378379
124	7.837	7.57296648648649	7.6014	-0.0284335135135135	0.264033513513513
125	7.514	7.51643135135135	7.4982	0.0182313513513513	-0.00243135135135208
126	7.58	7.30769621621622	7.2756	0.0320962162162161	0.272303783783785
127	6.83	7.03860432432432	7.0512	-0.0125956756756756	-0.208604324324324
128	6.617	6.86510162162162	6.8744	-0.0092983783783783	-0.248101621621621
129	6.715	6.70816648648649	6.7366	-0.0284335135135135	0.00683351351351291
130	6.63	6.78923135135135	6.771	0.0182313513513513	-0.159231351351352
131	6.891	6.89769621621622	6.8656	0.0320962162162161	-0.00669621621621541
132	7.002	6.98200432432432	6.9946	-0.0125956756756756	0.0199956756756761
133	7.09	7.15470162162162	7.164	-0.0092983783783783	-0.0647016216216212
134	7.36	7.32256648648649	7.351	-0.0284335135135135	0.0374335135135127
135	7.477	7.52683135135135	7.5086	0.0182313513513513	-0.0498313513513526
136	7.826	7.63829621621622	7.6062	0.0320962162162161	0.187703783783783
137	7.79	7.56240432432432	7.575	-0.0125956756756756	0.227595675675675
138	7.578	7.50990162162162	7.5192	-0.0092983783783783	0.0680983783783784
139	7.204	7.46256648648649	7.491	-0.0284335135135135	-0.258566486486487
140	7.198	7.51023135135135	7.492	0.0182313513513513	-0.312231351351352
141	7.685	7.50049621621622	7.4684	0.0320962162162161	0.184503783783783
142	7.795	7.46980432432432	7.4824	-0.0125956756756756	0.325195675675675
143	7.46	7.49950162162162	7.5088	-0.0092983783783783	-0.0395016216216222
144	7.274	7.47436648648649	7.5028	-0.0284335135135135	-0.200366486486487
145	7.33	7.51543135135135	7.4972	0.0182313513513513	-0.185431351351351
146	7.655	7.60529621621622	7.5732	0.0320962162162161	0.0497037837837846
147	7.767	7.59060432432432	7.6032	-0.0125956756756756	0.176395675675676
148	7.84	7.63590162162162	7.6452	-0.0092983783783783	0.204098378378379
149	7.424	7.55596648648649	7.5844	-0.0284335135135135	-0.131966486486486
150	7.54	7.39623135135135	7.378	0.0182313513513513	0.143768648648648
151	7.351	7.19749621621622	7.1654	0.0320962162162161	0.153503783783784
152	6.735	7.00380432432433	7.0164	-0.0125956756756756	-0.268804324324325
153	6.777	6.96710162162162	6.9764	-0.0092983783783783	-0.190101621621622
154	6.679	6.87336648648649	6.9018	-0.0284335135135135	-0.194366486486487
155	7.34	6.95703135135135	6.9388	0.0182313513513513	0.382968648648648
156	6.978	6.94109621621622	6.909	0.0320962162162161	0.0369037837837842
157	6.92	6.83760432432432	6.8502	-0.0125956756756756	0.0823956756756754
158	6.628	6.56970162162162	6.579	-0.0092983783783783	0.0582983783783781
159	6.385	6.40856648648649	6.437	-0.0284335135135135	-0.0235664864864873
160	5.984	6.39043135135135	6.3722	0.0182313513513513	-0.406431351351351
161	6.268	6.35769621621622	6.3256	0.0320962162162161	-0.0896962162162156
162	6.596	6.37900432432432	6.3916	-0.0125956756756756	0.216995675675676
163	6.395	6.54630162162162	6.5556	-0.0092983783783783	-0.151301621621622
164	6.715	6.65936648648649	6.6878	-0.0284335135135135	0.055633513513512
165	6.804	6.75603135135135	6.7378	0.0182313513513513	0.0479686486486486
166	6.929	6.88929621621622	6.8572	0.0320962162162161	0.0397037837837839
167	6.846	6.85640432432432	6.869	-0.0125956756756756	-0.0104043243243241
168	6.992	6.84890162162162	6.8582	-0.0092983783783783	0.143098378378379
169	6.774	6.74096648648649	6.7694	-0.0284335135135135	0.0330335135135131
170	6.75	6.67243135135135	6.6542	0.0182313513513513	0.077568648648648
171	6.485	6.58189621621622	6.5498	0.0320962162162161	-0.0968962162162157
172	6.27	6.53840432432432	6.551	-0.0125956756756756	-0.268404324324324
173	6.47	6.53370162162162	6.543	-0.0092983783783783	-0.0637016216216217
174	6.78	6.44576648648649	6.4742	-0.0284335135135135	0.334233513513514
175	6.71	6.58243135135135	6.5642	0.0182313513513513	0.127568648648649
176	6.141	6.63829621621622	6.6062	0.0320962162162161	-0.497296216216216
177	6.72	6.51180432432432	6.5244	-0.0125956756756756	0.208195675675675
178	6.68	6.39250162162162	6.4018	-0.0092983783783783	0.287498378378378
179	6.371	6.39916648648649	6.4276	-0.0284335135135135	-0.0281664864864872
180	6.097	6.39123135135135	6.373	0.0182313513513513	-0.294231351351352
181	6.27	6.34309621621622	6.311	0.0320962162162161	-0.073096216216217
182	6.447	6.31340432432432	6.326	-0.0125956756756756	0.133595675675675
183	6.37	6.40530162162162	6.4146	-0.0092983783783783	-0.0353016216216204
184	6.446	6.40696648648649	6.4354	-0.0284335135135135	0.0390335135135125
185	6.54	6.43023135135135	6.412	0.0182313513513513	0.109768648648648
186	6.374	6.49609621621622	6.464	0.0320962162162161	-0.122096216216216
187	6.33	6.46180432432432	6.4744	-0.0125956756756756	-0.131804324324325
188	6.63	6.45410162162162	6.4634	-0.0092983783783783	0.175898378378378
189	6.498	6.43216648648649	6.4606	-0.0284335135135135	0.0658335135135131
190	6.485	NA	NA	0.0182313513513513	NA
191	6.36	NA	NA	NA	NA

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Figure 3

PNG link

Postscript link

PDF link

Figure 4

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = additive ; par2 = 5 ;

Parameters (R input):

par1 = additive ; par2 = 5 ;

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

par2 <- as.numeric(par2)
x <- ts(x,freq=par2)
m <- decompose(x,type=par1)
m$figure
bitmap(file='test1.png')
plot(m)
dev.off()
mylagmax <- length(x)/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$trend),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$seasonal),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$random),na.action=na.pass,lag.max = mylagmax,main='Random')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
spectrum(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
spectrum(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
cpgram(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
cpgram(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Classical Decomposition by Moving Averages',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observations',header=TRUE)
a<-table.element(a,'Fit',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Random',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(m$trend)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
if (par1 == 'additive') a<-table.element(a,m$trend[i]+m$seasonal[i]) else a<-table.element(a,m$trend[i]*m$seasonal[i])
a<-table.element(a,m$trend[i])
a<-table.element(a,m$seasonal[i])
a<-table.element(a,m$random[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