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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Mon, 12 May 2014 10:35:02 -0400

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/May/12/t1399905328o5apo9lnmzzc377.htm/, Retrieved Thu, 16 May 2024 03:17:28 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=234834, Retrieved Thu, 16 May 2024 03:17:28 +0000

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131

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-       [Classical Decomposition] [] [2014-05-12 14:35:02] [9093db98244a413fd54e2b1bc98c9896] [Current]

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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	4 seconds
R Server	'Gertrude Mary Cox' @ cox.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 & 4 seconds \tabularnewline
R Server & 'Gertrude Mary Cox' @ cox.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=234834&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]4 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gertrude Mary Cox' @ cox.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=234834&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=234834&T=0

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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	4 seconds
R Server	'Gertrude Mary Cox' @ cox.wessa.net

Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	71.97	NA	NA	-3.86928	NA
2	72.32	NA	NA	-1.27431	NA
3	74.07	NA	NA	0.80067	NA
4	77.95	NA	NA	3.38922	NA
5	81.75	NA	NA	3.8478	NA
6	80.81	NA	NA	3.26346	NA
7	74.1	76.5921	75.6483	0.943734	-2.49207
8	71.37	77.1616	76.0196	1.14199	-5.79158
9	75.21	78.364	76.3937	1.97023	-3.15398
10	76.9	75.3279	76.6012	-1.27333	1.57208
11	74.44	72.2202	76.5587	-4.33855	2.2198
12	74.76	71.9004	76.5021	-4.60166	2.85958
13	76.23	72.9045	76.7738	-3.86928	3.32553
14	76.97	76.309	77.5833	-1.27431	0.660972
15	78.4	79.1903	78.3896	0.80067	-0.790253
16	78.6	82.203	78.8138	3.38922	-3.60297
17	80.08	83.082	79.2342	3.8478	-3.00197
18	81.12	82.7701	79.5067	3.26346	-1.65013
19	80.31	80.475	79.5312	0.943734	-0.164984
20	84.59	80.7582	79.6162	1.14199	3.83176
21	81.34	81.754	79.7838	1.97023	-0.413979
22	80.95	78.7858	80.0592	-1.27333	2.16416
23	80.48	76.1323	80.4708	-4.33855	4.34771
24	75.26	76.1088	80.7104	-4.60166	-0.848758
25	76.32	77.1499	81.0192	-3.86928	-0.829886
26	78.92	80.0957	81.37	-1.27431	-1.17569
27	80.47	82.3865	81.5858	0.80067	-1.9165
28	83.14	85.0884	81.6992	3.38922	-1.94839
29	85.42	85.4253	81.5775	3.8478	-0.00530229
30	81.53	84.9018	81.6383	3.26346	-3.3718
31	87.31	82.8483	81.9046	0.943734	4.46168
32	86.01	83.3391	82.1971	1.14199	2.67092
33	85.1	84.4977	82.5275	1.97023	0.602271
34	79.91	81.51	82.7833	-1.27333	-1.60001
35	78.6	78.631	82.9696	-4.33855	-0.0310376
36	78.6	78.5946	83.1962	-4.60166	0.0054085
37	79.37	79.1795	83.0488	-3.86928	0.190531
38	82.89	81.4449	82.7192	-1.27431	1.44514
39	84.43	83.4853	82.6846	0.80067	0.944747
40	85.32	86.1638	82.7746	3.38922	-0.843807
41	87.71	86.6582	82.8104	3.8478	1.05178
42	84.68	86.0239	82.7604	3.26346	-1.34388
43	80.62	83.6842	82.7404	0.943734	-3.06415
44	84.79	83.792	82.65	1.14199	0.998007
45	85.49	84.5161	82.5458	1.97023	0.973938
46	81.68	81.2917	82.565	-1.27333	0.388325
47	77.69	78.3527	82.6913	-4.33855	-0.662704
48	78.31	78.1929	82.7946	-4.60166	0.117075
49	79.18	79.0761	82.9454	-3.86928	0.103864
50	80.91	81.8278	83.1021	-1.27431	-0.917778
51	83.91	83.9432	83.1425	0.80067	-0.0331699
52	86.3	86.5863	83.1971	3.38922	-0.286307
53	89.76	87.2153	83.3675	3.8478	2.5447
54	85.11	86.8451	83.5817	3.26346	-1.73513
55	83.81	84.6979	83.7542	0.943734	-0.8879
56	85.36	85.1495	84.0075	1.14199	0.210507
57	85.89	86.4065	84.4362	1.97023	-0.516479
58	82.59	83.8096	85.0829	-1.27333	-1.21959
59	80.87	81.451	85.7896	-4.33855	-0.581038
60	80.27	82.0429	86.6446	-4.60166	-1.77292
61	81.36	83.957	87.8262	-3.86928	-2.59697
62	84.81	87.7115	88.9858	-1.27431	-2.90153
63	90.3	91.064	90.2633	0.80067	-0.764003
64	95.43	95.0546	91.6654	3.38922	0.375359
65	97.59	96.582	92.7342	3.8478	1.00803
66	97.8	96.9414	93.6779	3.26346	0.858619
67	99.48	95.7754	94.8317	0.943734	3.7046
68	97.52	97.3199	96.1779	1.14199	0.20009
69	104.39	99.4786	97.5083	1.97023	4.91144
70	97.74	97.4763	98.7496	-1.27333	0.263742
71	91.37	95.4502	99.7888	-4.33855	-4.0802
72	92.42	95.8279	100.43	-4.60166	-3.40792
73	96.9	96.6382	100.508	-3.86928	0.261781
74	101.58	99.1444	100.419	-1.27431	2.43556
75	105.46	101.215	100.415	0.80067	4.24475
76	110.06	103.791	100.402	3.38922	6.26911
77	107.9	104.303	100.455	3.8478	3.5972
78	102.87	103.795	100.531	3.26346	-0.924714
79	96.28	101.462	100.518	0.943734	-5.18165
80	98.59	101.322	100.18	1.14199	-2.73158
81	103.22	101.633	99.6625	1.97023	1.58727
82	98.6	98.1017	99.375	-1.27333	0.498325
83	91.79	95.0519	99.3904	-4.33855	-3.26187
84	93.83	95.1263	99.7279	-4.60166	-1.29626
85	95.17	96.6495	100.519	-3.86928	-1.47947
86	95.19	99.9319	101.206	-1.27431	-4.74194
87	99.44	102.373	101.572	0.80067	-2.93317
88	109.18	105.091	101.702	3.38922	4.08911
89	109.15	105.722	101.874	3.8478	3.42803
90	109.72	105.282	102.019	3.26346	4.43779
91	108.41	102.836	101.892	0.943734	5.57418
92	102.96	103.102	101.96	1.14199	-0.141577
93	107.64	104.016	102.045	1.97023	3.62435
94	97.28	100.46	101.733	-1.27333	-3.17959
95	97.25	96.9131	101.252	-4.33855	0.336879
96	91.84	96.1388	100.74	-4.60166	-4.29876
97	94.12	96.2928	100.162	-3.86928	-2.1728
98	97.86	98.5565	99.8308	-1.27431	-0.696528
99	98.83	100.294	99.4929	0.80067	-1.46359
100	102.29	102.486	99.0967	3.38922	-0.195891
101	104.49	102.45	98.6025	3.8478	2.0397
102	102.11	101.343	98.08	3.26346	0.766536
103	102.14	98.6129	97.6692	0.943734	3.5271
104	101.28	98.3524	97.2104	1.14199	2.92759
105	101.21	98.9019	96.9317	1.97023	2.3081
106	94.2	95.5488	96.8221	-1.27333	-1.34876
107	88.47	92.2752	96.6138	-4.33855	-3.8052
108	88.08	91.7504	96.3521	-4.60166	-3.67042
109	88.02	92.062	95.9312	-3.86928	-4.04197
110	92.95	94.044	95.3183	-1.27431	-1.09403
111	97.05	95.5844	94.7838	0.80067	1.46558
112	101.44	98.0792	94.69	3.38922	3.36078
113	100.34	98.9166	95.0688	3.8478	1.42345
114	99.98	98.7905	95.5271	3.26346	1.18945
115	94.17	96.9192	95.9754	0.943734	-2.74915
116	94.54	97.4453	96.3033	1.14199	-2.90533
117	95.12	98.4781	96.5079	1.97023	-3.35815
118	98.04	95.265	96.5383	-1.27333	2.77499
119	93.72	92.1585	96.4971	-4.33855	1.56146
120	93.83	92.0713	96.6729	-4.60166	1.75874
121	93.03	93.3082	97.1775	-3.86928	-0.278219
122	95.81	96.7736	98.0479	-1.27431	-0.963611
123	99.1	99.8178	99.0171	0.80067	-0.717753
124	100.12	102.92	99.5312	3.38922	-2.80047
125	100.67	103.552	99.7042	3.8478	-2.88197
126	103.87	103.165	99.9017	3.26346	0.704869
127	102.39	101.118	100.174	0.943734	1.2721
128	107.21	101.586	100.444	1.14199	5.62426
129	105.71	102.539	100.569	1.97023	3.1706
130	99.79	99.31	100.583	-1.27333	0.479992
131	96.12	96.1969	100.535	-4.33855	-0.0768709
132	96.17	95.8538	100.455	-4.60166	0.316242
133	97.23	96.5236	100.393	-3.86928	0.706364
134	98.08	98.9028	100.177	-1.27431	-0.822778
135	99.84	100.639	99.8383	0.80067	-0.799003
136	99.72	103.125	99.7354	3.38922	-3.40464
137	99.92	103.712	99.8642	3.8478	-3.79197
138	102.7	103.324	100.061	3.26346	-0.624297
139	102.06	101.348	100.404	0.943734	0.7121
140	102.36	102.064	100.922	1.14199	0.29634
141	102.43	103.485	101.515	1.97023	-1.05481
142	100.6	100.973	102.246	-1.27333	-0.372925
143	98.4	98.7648	103.103	-4.33855	-0.364788
144	98.61	99.3338	103.935	-4.60166	-0.723758
145	103.03	100.919	104.789	-3.86928	2.11053
146	104.7	104.472	105.746	-1.27431	0.228472
147	107.45	107.462	106.661	0.80067	-0.0119199
148	109.67	110.754	107.365	3.38922	-1.08422
149	110.54	111.725	107.877	3.8478	-1.18489
150	112.05	111.588	108.325	3.26346	0.461536
151	113.19	109.557	108.614	0.943734	3.63252
152	114.2	109.944	108.802	1.14199	4.25634
153	112.56	110.975	109.005	1.97023	1.58477
154	107.36	107.808	109.081	-1.27333	-0.447925
155	103.93	104.651	108.99	-4.33855	-0.721454
156	103.83	104.252	108.854	-4.60166	-0.422092
157	104.74	104.592	108.461	-3.86928	0.148031
158	107.5	106.474	107.749	-1.27431	1.02556
159	109.53	107.757	106.956	0.80067	1.77308
160	109.42	109.674	106.285	3.38922	-0.253807
161	108.6	109.779	105.931	3.8478	-1.17905
162	110.72	109.004	105.74	3.26346	1.71612
163	105.1	106.465	105.522	0.943734	-1.3654
164	105.19	106.347	105.205	1.14199	-1.15699
165	102.55	106.77	104.8	1.97023	-4.22023
166	101.25	103.208	104.481	-1.27333	-1.95792
167	101.56	100.006	104.345	-4.33855	1.55355
168	101.62	99.7154	104.317	-4.60166	1.90458
169	101.7	100.526	104.395	-3.86928	1.17428
170	102.94	103.372	104.646	-1.27431	-0.431944
171	104.37	105.885	105.085	0.80067	-1.51525
172	106.93	109.044	105.655	3.38922	-2.11422
173	107.82	110.072	106.224	3.8478	-2.25155
174	110.83	110.038	106.775	3.26346	0.791536
175	106.86	108.295	107.351	0.943734	-1.43457
176	109.46	109.23	108.088	1.14199	0.229673
177	108.8	110.939	108.968	1.97023	-2.13856
178	108.69	108.51	109.783	-1.27333	0.179992
179	107.77	106.076	110.415	-4.33855	1.69396
180	108.64	106.116	110.718	-4.60166	2.52416
181	108.5	107.053	110.922	-3.86928	1.4472
182	113.84	109.75	111.025	-1.27431	4.08972
183	114.59	111.862	111.061	0.80067	2.72808
184	116.27	114.545	111.156	3.38922	1.72453
185	113.63	114.99	111.142	3.8478	-1.35989
186	112.29	114.353	111.089	3.26346	-2.06263
187	110.31	111.936	110.992	0.943734	-1.62582
188	108.47	111.893	110.751	1.14199	-3.42324
189	110.67	112.399	110.429	1.97023	-1.72898
190	109.1	108.91	110.183	-1.27333	0.190408
191	107.02	105.742	110.081	-4.33855	1.27771
192	108.12	105.585	110.187	-4.60166	2.53458
193	106.69	106.469	110.338	-3.86928	0.221364
194	109.87	109.206	110.48	-1.27431	0.664306
195	110.82	111.612	110.811	0.80067	-0.79192
196	114.14	114.774	111.385	3.38922	-0.633807
197	113.31	115.905	112.057	3.8478	-2.59489
198	115.16	116.111	112.848	3.26346	-0.950964
199	111.06	114.75	113.806	0.943734	-3.68998
200	111.13	115.997	114.855	1.14199	-4.86658
201	115.96	117.909	115.939	1.97023	-1.94898
202	117.57	115.727	117	-1.27333	1.84333
203	114.69	113.867	118.206	-4.33855	0.822712
204	119.42	114.771	119.372	-4.60166	4.64916
205	118.4	116.462	120.331	-3.86928	1.93845
206	123.32	119.895	121.17	-1.27431	3.42472
207	123.39	122.581	121.78	0.80067	0.808913
208	127.04	125.462	122.072	3.38922	1.57828
209	129.35	125.963	122.115	3.8478	3.3872
210	127.12	125.154	121.891	3.26346	1.9657
211	122.1	NA	NA	0.943734	NA
212	120.22	NA	NA	1.14199	NA
213	121.53	NA	NA	1.97023	NA
214	119.01	NA	NA	-1.27333	NA
215	114.27	NA	NA	-4.33855	NA
216	114.46	NA	NA	-4.60166	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 71.97 & NA & NA & -3.86928 & NA \tabularnewline
2 & 72.32 & NA & NA & -1.27431 & NA \tabularnewline
3 & 74.07 & NA & NA & 0.80067 & NA \tabularnewline
4 & 77.95 & NA & NA & 3.38922 & NA \tabularnewline
5 & 81.75 & NA & NA & 3.8478 & NA \tabularnewline
6 & 80.81 & NA & NA & 3.26346 & NA \tabularnewline
7 & 74.1 & 76.5921 & 75.6483 & 0.943734 & -2.49207 \tabularnewline
8 & 71.37 & 77.1616 & 76.0196 & 1.14199 & -5.79158 \tabularnewline
9 & 75.21 & 78.364 & 76.3937 & 1.97023 & -3.15398 \tabularnewline
10 & 76.9 & 75.3279 & 76.6012 & -1.27333 & 1.57208 \tabularnewline
11 & 74.44 & 72.2202 & 76.5587 & -4.33855 & 2.2198 \tabularnewline
12 & 74.76 & 71.9004 & 76.5021 & -4.60166 & 2.85958 \tabularnewline
13 & 76.23 & 72.9045 & 76.7738 & -3.86928 & 3.32553 \tabularnewline
14 & 76.97 & 76.309 & 77.5833 & -1.27431 & 0.660972 \tabularnewline
15 & 78.4 & 79.1903 & 78.3896 & 0.80067 & -0.790253 \tabularnewline
16 & 78.6 & 82.203 & 78.8138 & 3.38922 & -3.60297 \tabularnewline
17 & 80.08 & 83.082 & 79.2342 & 3.8478 & -3.00197 \tabularnewline
18 & 81.12 & 82.7701 & 79.5067 & 3.26346 & -1.65013 \tabularnewline
19 & 80.31 & 80.475 & 79.5312 & 0.943734 & -0.164984 \tabularnewline
20 & 84.59 & 80.7582 & 79.6162 & 1.14199 & 3.83176 \tabularnewline
21 & 81.34 & 81.754 & 79.7838 & 1.97023 & -0.413979 \tabularnewline
22 & 80.95 & 78.7858 & 80.0592 & -1.27333 & 2.16416 \tabularnewline
23 & 80.48 & 76.1323 & 80.4708 & -4.33855 & 4.34771 \tabularnewline
24 & 75.26 & 76.1088 & 80.7104 & -4.60166 & -0.848758 \tabularnewline
25 & 76.32 & 77.1499 & 81.0192 & -3.86928 & -0.829886 \tabularnewline
26 & 78.92 & 80.0957 & 81.37 & -1.27431 & -1.17569 \tabularnewline
27 & 80.47 & 82.3865 & 81.5858 & 0.80067 & -1.9165 \tabularnewline
28 & 83.14 & 85.0884 & 81.6992 & 3.38922 & -1.94839 \tabularnewline
29 & 85.42 & 85.4253 & 81.5775 & 3.8478 & -0.00530229 \tabularnewline
30 & 81.53 & 84.9018 & 81.6383 & 3.26346 & -3.3718 \tabularnewline
31 & 87.31 & 82.8483 & 81.9046 & 0.943734 & 4.46168 \tabularnewline
32 & 86.01 & 83.3391 & 82.1971 & 1.14199 & 2.67092 \tabularnewline
33 & 85.1 & 84.4977 & 82.5275 & 1.97023 & 0.602271 \tabularnewline
34 & 79.91 & 81.51 & 82.7833 & -1.27333 & -1.60001 \tabularnewline
35 & 78.6 & 78.631 & 82.9696 & -4.33855 & -0.0310376 \tabularnewline
36 & 78.6 & 78.5946 & 83.1962 & -4.60166 & 0.0054085 \tabularnewline
37 & 79.37 & 79.1795 & 83.0488 & -3.86928 & 0.190531 \tabularnewline
38 & 82.89 & 81.4449 & 82.7192 & -1.27431 & 1.44514 \tabularnewline
39 & 84.43 & 83.4853 & 82.6846 & 0.80067 & 0.944747 \tabularnewline
40 & 85.32 & 86.1638 & 82.7746 & 3.38922 & -0.843807 \tabularnewline
41 & 87.71 & 86.6582 & 82.8104 & 3.8478 & 1.05178 \tabularnewline
42 & 84.68 & 86.0239 & 82.7604 & 3.26346 & -1.34388 \tabularnewline
43 & 80.62 & 83.6842 & 82.7404 & 0.943734 & -3.06415 \tabularnewline
44 & 84.79 & 83.792 & 82.65 & 1.14199 & 0.998007 \tabularnewline
45 & 85.49 & 84.5161 & 82.5458 & 1.97023 & 0.973938 \tabularnewline
46 & 81.68 & 81.2917 & 82.565 & -1.27333 & 0.388325 \tabularnewline
47 & 77.69 & 78.3527 & 82.6913 & -4.33855 & -0.662704 \tabularnewline
48 & 78.31 & 78.1929 & 82.7946 & -4.60166 & 0.117075 \tabularnewline
49 & 79.18 & 79.0761 & 82.9454 & -3.86928 & 0.103864 \tabularnewline
50 & 80.91 & 81.8278 & 83.1021 & -1.27431 & -0.917778 \tabularnewline
51 & 83.91 & 83.9432 & 83.1425 & 0.80067 & -0.0331699 \tabularnewline
52 & 86.3 & 86.5863 & 83.1971 & 3.38922 & -0.286307 \tabularnewline
53 & 89.76 & 87.2153 & 83.3675 & 3.8478 & 2.5447 \tabularnewline
54 & 85.11 & 86.8451 & 83.5817 & 3.26346 & -1.73513 \tabularnewline
55 & 83.81 & 84.6979 & 83.7542 & 0.943734 & -0.8879 \tabularnewline
56 & 85.36 & 85.1495 & 84.0075 & 1.14199 & 0.210507 \tabularnewline
57 & 85.89 & 86.4065 & 84.4362 & 1.97023 & -0.516479 \tabularnewline
58 & 82.59 & 83.8096 & 85.0829 & -1.27333 & -1.21959 \tabularnewline
59 & 80.87 & 81.451 & 85.7896 & -4.33855 & -0.581038 \tabularnewline
60 & 80.27 & 82.0429 & 86.6446 & -4.60166 & -1.77292 \tabularnewline
61 & 81.36 & 83.957 & 87.8262 & -3.86928 & -2.59697 \tabularnewline
62 & 84.81 & 87.7115 & 88.9858 & -1.27431 & -2.90153 \tabularnewline
63 & 90.3 & 91.064 & 90.2633 & 0.80067 & -0.764003 \tabularnewline
64 & 95.43 & 95.0546 & 91.6654 & 3.38922 & 0.375359 \tabularnewline
65 & 97.59 & 96.582 & 92.7342 & 3.8478 & 1.00803 \tabularnewline
66 & 97.8 & 96.9414 & 93.6779 & 3.26346 & 0.858619 \tabularnewline
67 & 99.48 & 95.7754 & 94.8317 & 0.943734 & 3.7046 \tabularnewline
68 & 97.52 & 97.3199 & 96.1779 & 1.14199 & 0.20009 \tabularnewline
69 & 104.39 & 99.4786 & 97.5083 & 1.97023 & 4.91144 \tabularnewline
70 & 97.74 & 97.4763 & 98.7496 & -1.27333 & 0.263742 \tabularnewline
71 & 91.37 & 95.4502 & 99.7888 & -4.33855 & -4.0802 \tabularnewline
72 & 92.42 & 95.8279 & 100.43 & -4.60166 & -3.40792 \tabularnewline
73 & 96.9 & 96.6382 & 100.508 & -3.86928 & 0.261781 \tabularnewline
74 & 101.58 & 99.1444 & 100.419 & -1.27431 & 2.43556 \tabularnewline
75 & 105.46 & 101.215 & 100.415 & 0.80067 & 4.24475 \tabularnewline
76 & 110.06 & 103.791 & 100.402 & 3.38922 & 6.26911 \tabularnewline
77 & 107.9 & 104.303 & 100.455 & 3.8478 & 3.5972 \tabularnewline
78 & 102.87 & 103.795 & 100.531 & 3.26346 & -0.924714 \tabularnewline
79 & 96.28 & 101.462 & 100.518 & 0.943734 & -5.18165 \tabularnewline
80 & 98.59 & 101.322 & 100.18 & 1.14199 & -2.73158 \tabularnewline
81 & 103.22 & 101.633 & 99.6625 & 1.97023 & 1.58727 \tabularnewline
82 & 98.6 & 98.1017 & 99.375 & -1.27333 & 0.498325 \tabularnewline
83 & 91.79 & 95.0519 & 99.3904 & -4.33855 & -3.26187 \tabularnewline
84 & 93.83 & 95.1263 & 99.7279 & -4.60166 & -1.29626 \tabularnewline
85 & 95.17 & 96.6495 & 100.519 & -3.86928 & -1.47947 \tabularnewline
86 & 95.19 & 99.9319 & 101.206 & -1.27431 & -4.74194 \tabularnewline
87 & 99.44 & 102.373 & 101.572 & 0.80067 & -2.93317 \tabularnewline
88 & 109.18 & 105.091 & 101.702 & 3.38922 & 4.08911 \tabularnewline
89 & 109.15 & 105.722 & 101.874 & 3.8478 & 3.42803 \tabularnewline
90 & 109.72 & 105.282 & 102.019 & 3.26346 & 4.43779 \tabularnewline
91 & 108.41 & 102.836 & 101.892 & 0.943734 & 5.57418 \tabularnewline
92 & 102.96 & 103.102 & 101.96 & 1.14199 & -0.141577 \tabularnewline
93 & 107.64 & 104.016 & 102.045 & 1.97023 & 3.62435 \tabularnewline
94 & 97.28 & 100.46 & 101.733 & -1.27333 & -3.17959 \tabularnewline
95 & 97.25 & 96.9131 & 101.252 & -4.33855 & 0.336879 \tabularnewline
96 & 91.84 & 96.1388 & 100.74 & -4.60166 & -4.29876 \tabularnewline
97 & 94.12 & 96.2928 & 100.162 & -3.86928 & -2.1728 \tabularnewline
98 & 97.86 & 98.5565 & 99.8308 & -1.27431 & -0.696528 \tabularnewline
99 & 98.83 & 100.294 & 99.4929 & 0.80067 & -1.46359 \tabularnewline
100 & 102.29 & 102.486 & 99.0967 & 3.38922 & -0.195891 \tabularnewline
101 & 104.49 & 102.45 & 98.6025 & 3.8478 & 2.0397 \tabularnewline
102 & 102.11 & 101.343 & 98.08 & 3.26346 & 0.766536 \tabularnewline
103 & 102.14 & 98.6129 & 97.6692 & 0.943734 & 3.5271 \tabularnewline
104 & 101.28 & 98.3524 & 97.2104 & 1.14199 & 2.92759 \tabularnewline
105 & 101.21 & 98.9019 & 96.9317 & 1.97023 & 2.3081 \tabularnewline
106 & 94.2 & 95.5488 & 96.8221 & -1.27333 & -1.34876 \tabularnewline
107 & 88.47 & 92.2752 & 96.6138 & -4.33855 & -3.8052 \tabularnewline
108 & 88.08 & 91.7504 & 96.3521 & -4.60166 & -3.67042 \tabularnewline
109 & 88.02 & 92.062 & 95.9312 & -3.86928 & -4.04197 \tabularnewline
110 & 92.95 & 94.044 & 95.3183 & -1.27431 & -1.09403 \tabularnewline
111 & 97.05 & 95.5844 & 94.7838 & 0.80067 & 1.46558 \tabularnewline
112 & 101.44 & 98.0792 & 94.69 & 3.38922 & 3.36078 \tabularnewline
113 & 100.34 & 98.9166 & 95.0688 & 3.8478 & 1.42345 \tabularnewline
114 & 99.98 & 98.7905 & 95.5271 & 3.26346 & 1.18945 \tabularnewline
115 & 94.17 & 96.9192 & 95.9754 & 0.943734 & -2.74915 \tabularnewline
116 & 94.54 & 97.4453 & 96.3033 & 1.14199 & -2.90533 \tabularnewline
117 & 95.12 & 98.4781 & 96.5079 & 1.97023 & -3.35815 \tabularnewline
118 & 98.04 & 95.265 & 96.5383 & -1.27333 & 2.77499 \tabularnewline
119 & 93.72 & 92.1585 & 96.4971 & -4.33855 & 1.56146 \tabularnewline
120 & 93.83 & 92.0713 & 96.6729 & -4.60166 & 1.75874 \tabularnewline
121 & 93.03 & 93.3082 & 97.1775 & -3.86928 & -0.278219 \tabularnewline
122 & 95.81 & 96.7736 & 98.0479 & -1.27431 & -0.963611 \tabularnewline
123 & 99.1 & 99.8178 & 99.0171 & 0.80067 & -0.717753 \tabularnewline
124 & 100.12 & 102.92 & 99.5312 & 3.38922 & -2.80047 \tabularnewline
125 & 100.67 & 103.552 & 99.7042 & 3.8478 & -2.88197 \tabularnewline
126 & 103.87 & 103.165 & 99.9017 & 3.26346 & 0.704869 \tabularnewline
127 & 102.39 & 101.118 & 100.174 & 0.943734 & 1.2721 \tabularnewline
128 & 107.21 & 101.586 & 100.444 & 1.14199 & 5.62426 \tabularnewline
129 & 105.71 & 102.539 & 100.569 & 1.97023 & 3.1706 \tabularnewline
130 & 99.79 & 99.31 & 100.583 & -1.27333 & 0.479992 \tabularnewline
131 & 96.12 & 96.1969 & 100.535 & -4.33855 & -0.0768709 \tabularnewline
132 & 96.17 & 95.8538 & 100.455 & -4.60166 & 0.316242 \tabularnewline
133 & 97.23 & 96.5236 & 100.393 & -3.86928 & 0.706364 \tabularnewline
134 & 98.08 & 98.9028 & 100.177 & -1.27431 & -0.822778 \tabularnewline
135 & 99.84 & 100.639 & 99.8383 & 0.80067 & -0.799003 \tabularnewline
136 & 99.72 & 103.125 & 99.7354 & 3.38922 & -3.40464 \tabularnewline
137 & 99.92 & 103.712 & 99.8642 & 3.8478 & -3.79197 \tabularnewline
138 & 102.7 & 103.324 & 100.061 & 3.26346 & -0.624297 \tabularnewline
139 & 102.06 & 101.348 & 100.404 & 0.943734 & 0.7121 \tabularnewline
140 & 102.36 & 102.064 & 100.922 & 1.14199 & 0.29634 \tabularnewline
141 & 102.43 & 103.485 & 101.515 & 1.97023 & -1.05481 \tabularnewline
142 & 100.6 & 100.973 & 102.246 & -1.27333 & -0.372925 \tabularnewline
143 & 98.4 & 98.7648 & 103.103 & -4.33855 & -0.364788 \tabularnewline
144 & 98.61 & 99.3338 & 103.935 & -4.60166 & -0.723758 \tabularnewline
145 & 103.03 & 100.919 & 104.789 & -3.86928 & 2.11053 \tabularnewline
146 & 104.7 & 104.472 & 105.746 & -1.27431 & 0.228472 \tabularnewline
147 & 107.45 & 107.462 & 106.661 & 0.80067 & -0.0119199 \tabularnewline
148 & 109.67 & 110.754 & 107.365 & 3.38922 & -1.08422 \tabularnewline
149 & 110.54 & 111.725 & 107.877 & 3.8478 & -1.18489 \tabularnewline
150 & 112.05 & 111.588 & 108.325 & 3.26346 & 0.461536 \tabularnewline
151 & 113.19 & 109.557 & 108.614 & 0.943734 & 3.63252 \tabularnewline
152 & 114.2 & 109.944 & 108.802 & 1.14199 & 4.25634 \tabularnewline
153 & 112.56 & 110.975 & 109.005 & 1.97023 & 1.58477 \tabularnewline
154 & 107.36 & 107.808 & 109.081 & -1.27333 & -0.447925 \tabularnewline
155 & 103.93 & 104.651 & 108.99 & -4.33855 & -0.721454 \tabularnewline
156 & 103.83 & 104.252 & 108.854 & -4.60166 & -0.422092 \tabularnewline
157 & 104.74 & 104.592 & 108.461 & -3.86928 & 0.148031 \tabularnewline
158 & 107.5 & 106.474 & 107.749 & -1.27431 & 1.02556 \tabularnewline
159 & 109.53 & 107.757 & 106.956 & 0.80067 & 1.77308 \tabularnewline
160 & 109.42 & 109.674 & 106.285 & 3.38922 & -0.253807 \tabularnewline
161 & 108.6 & 109.779 & 105.931 & 3.8478 & -1.17905 \tabularnewline
162 & 110.72 & 109.004 & 105.74 & 3.26346 & 1.71612 \tabularnewline
163 & 105.1 & 106.465 & 105.522 & 0.943734 & -1.3654 \tabularnewline
164 & 105.19 & 106.347 & 105.205 & 1.14199 & -1.15699 \tabularnewline
165 & 102.55 & 106.77 & 104.8 & 1.97023 & -4.22023 \tabularnewline
166 & 101.25 & 103.208 & 104.481 & -1.27333 & -1.95792 \tabularnewline
167 & 101.56 & 100.006 & 104.345 & -4.33855 & 1.55355 \tabularnewline
168 & 101.62 & 99.7154 & 104.317 & -4.60166 & 1.90458 \tabularnewline
169 & 101.7 & 100.526 & 104.395 & -3.86928 & 1.17428 \tabularnewline
170 & 102.94 & 103.372 & 104.646 & -1.27431 & -0.431944 \tabularnewline
171 & 104.37 & 105.885 & 105.085 & 0.80067 & -1.51525 \tabularnewline
172 & 106.93 & 109.044 & 105.655 & 3.38922 & -2.11422 \tabularnewline
173 & 107.82 & 110.072 & 106.224 & 3.8478 & -2.25155 \tabularnewline
174 & 110.83 & 110.038 & 106.775 & 3.26346 & 0.791536 \tabularnewline
175 & 106.86 & 108.295 & 107.351 & 0.943734 & -1.43457 \tabularnewline
176 & 109.46 & 109.23 & 108.088 & 1.14199 & 0.229673 \tabularnewline
177 & 108.8 & 110.939 & 108.968 & 1.97023 & -2.13856 \tabularnewline
178 & 108.69 & 108.51 & 109.783 & -1.27333 & 0.179992 \tabularnewline
179 & 107.77 & 106.076 & 110.415 & -4.33855 & 1.69396 \tabularnewline
180 & 108.64 & 106.116 & 110.718 & -4.60166 & 2.52416 \tabularnewline
181 & 108.5 & 107.053 & 110.922 & -3.86928 & 1.4472 \tabularnewline
182 & 113.84 & 109.75 & 111.025 & -1.27431 & 4.08972 \tabularnewline
183 & 114.59 & 111.862 & 111.061 & 0.80067 & 2.72808 \tabularnewline
184 & 116.27 & 114.545 & 111.156 & 3.38922 & 1.72453 \tabularnewline
185 & 113.63 & 114.99 & 111.142 & 3.8478 & -1.35989 \tabularnewline
186 & 112.29 & 114.353 & 111.089 & 3.26346 & -2.06263 \tabularnewline
187 & 110.31 & 111.936 & 110.992 & 0.943734 & -1.62582 \tabularnewline
188 & 108.47 & 111.893 & 110.751 & 1.14199 & -3.42324 \tabularnewline
189 & 110.67 & 112.399 & 110.429 & 1.97023 & -1.72898 \tabularnewline
190 & 109.1 & 108.91 & 110.183 & -1.27333 & 0.190408 \tabularnewline
191 & 107.02 & 105.742 & 110.081 & -4.33855 & 1.27771 \tabularnewline
192 & 108.12 & 105.585 & 110.187 & -4.60166 & 2.53458 \tabularnewline
193 & 106.69 & 106.469 & 110.338 & -3.86928 & 0.221364 \tabularnewline
194 & 109.87 & 109.206 & 110.48 & -1.27431 & 0.664306 \tabularnewline
195 & 110.82 & 111.612 & 110.811 & 0.80067 & -0.79192 \tabularnewline
196 & 114.14 & 114.774 & 111.385 & 3.38922 & -0.633807 \tabularnewline
197 & 113.31 & 115.905 & 112.057 & 3.8478 & -2.59489 \tabularnewline
198 & 115.16 & 116.111 & 112.848 & 3.26346 & -0.950964 \tabularnewline
199 & 111.06 & 114.75 & 113.806 & 0.943734 & -3.68998 \tabularnewline
200 & 111.13 & 115.997 & 114.855 & 1.14199 & -4.86658 \tabularnewline
201 & 115.96 & 117.909 & 115.939 & 1.97023 & -1.94898 \tabularnewline
202 & 117.57 & 115.727 & 117 & -1.27333 & 1.84333 \tabularnewline
203 & 114.69 & 113.867 & 118.206 & -4.33855 & 0.822712 \tabularnewline
204 & 119.42 & 114.771 & 119.372 & -4.60166 & 4.64916 \tabularnewline
205 & 118.4 & 116.462 & 120.331 & -3.86928 & 1.93845 \tabularnewline
206 & 123.32 & 119.895 & 121.17 & -1.27431 & 3.42472 \tabularnewline
207 & 123.39 & 122.581 & 121.78 & 0.80067 & 0.808913 \tabularnewline
208 & 127.04 & 125.462 & 122.072 & 3.38922 & 1.57828 \tabularnewline
209 & 129.35 & 125.963 & 122.115 & 3.8478 & 3.3872 \tabularnewline
210 & 127.12 & 125.154 & 121.891 & 3.26346 & 1.9657 \tabularnewline
211 & 122.1 & NA & NA & 0.943734 & NA \tabularnewline
212 & 120.22 & NA & NA & 1.14199 & NA \tabularnewline
213 & 121.53 & NA & NA & 1.97023 & NA \tabularnewline
214 & 119.01 & NA & NA & -1.27333 & NA \tabularnewline
215 & 114.27 & NA & NA & -4.33855 & NA \tabularnewline
216 & 114.46 & NA & NA & -4.60166 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=234834&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]71.97[/C][C]NA[/C][C]NA[/C][C]-3.86928[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]72.32[/C][C]NA[/C][C]NA[/C][C]-1.27431[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]74.07[/C][C]NA[/C][C]NA[/C][C]0.80067[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]77.95[/C][C]NA[/C][C]NA[/C][C]3.38922[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]81.75[/C][C]NA[/C][C]NA[/C][C]3.8478[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]80.81[/C][C]NA[/C][C]NA[/C][C]3.26346[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]74.1[/C][C]76.5921[/C][C]75.6483[/C][C]0.943734[/C][C]-2.49207[/C][/ROW]
[ROW][C]8[/C][C]71.37[/C][C]77.1616[/C][C]76.0196[/C][C]1.14199[/C][C]-5.79158[/C][/ROW]
[ROW][C]9[/C][C]75.21[/C][C]78.364[/C][C]76.3937[/C][C]1.97023[/C][C]-3.15398[/C][/ROW]
[ROW][C]10[/C][C]76.9[/C][C]75.3279[/C][C]76.6012[/C][C]-1.27333[/C][C]1.57208[/C][/ROW]
[ROW][C]11[/C][C]74.44[/C][C]72.2202[/C][C]76.5587[/C][C]-4.33855[/C][C]2.2198[/C][/ROW]
[ROW][C]12[/C][C]74.76[/C][C]71.9004[/C][C]76.5021[/C][C]-4.60166[/C][C]2.85958[/C][/ROW]
[ROW][C]13[/C][C]76.23[/C][C]72.9045[/C][C]76.7738[/C][C]-3.86928[/C][C]3.32553[/C][/ROW]
[ROW][C]14[/C][C]76.97[/C][C]76.309[/C][C]77.5833[/C][C]-1.27431[/C][C]0.660972[/C][/ROW]
[ROW][C]15[/C][C]78.4[/C][C]79.1903[/C][C]78.3896[/C][C]0.80067[/C][C]-0.790253[/C][/ROW]
[ROW][C]16[/C][C]78.6[/C][C]82.203[/C][C]78.8138[/C][C]3.38922[/C][C]-3.60297[/C][/ROW]
[ROW][C]17[/C][C]80.08[/C][C]83.082[/C][C]79.2342[/C][C]3.8478[/C][C]-3.00197[/C][/ROW]
[ROW][C]18[/C][C]81.12[/C][C]82.7701[/C][C]79.5067[/C][C]3.26346[/C][C]-1.65013[/C][/ROW]
[ROW][C]19[/C][C]80.31[/C][C]80.475[/C][C]79.5312[/C][C]0.943734[/C][C]-0.164984[/C][/ROW]
[ROW][C]20[/C][C]84.59[/C][C]80.7582[/C][C]79.6162[/C][C]1.14199[/C][C]3.83176[/C][/ROW]
[ROW][C]21[/C][C]81.34[/C][C]81.754[/C][C]79.7838[/C][C]1.97023[/C][C]-0.413979[/C][/ROW]
[ROW][C]22[/C][C]80.95[/C][C]78.7858[/C][C]80.0592[/C][C]-1.27333[/C][C]2.16416[/C][/ROW]
[ROW][C]23[/C][C]80.48[/C][C]76.1323[/C][C]80.4708[/C][C]-4.33855[/C][C]4.34771[/C][/ROW]
[ROW][C]24[/C][C]75.26[/C][C]76.1088[/C][C]80.7104[/C][C]-4.60166[/C][C]-0.848758[/C][/ROW]
[ROW][C]25[/C][C]76.32[/C][C]77.1499[/C][C]81.0192[/C][C]-3.86928[/C][C]-0.829886[/C][/ROW]
[ROW][C]26[/C][C]78.92[/C][C]80.0957[/C][C]81.37[/C][C]-1.27431[/C][C]-1.17569[/C][/ROW]
[ROW][C]27[/C][C]80.47[/C][C]82.3865[/C][C]81.5858[/C][C]0.80067[/C][C]-1.9165[/C][/ROW]
[ROW][C]28[/C][C]83.14[/C][C]85.0884[/C][C]81.6992[/C][C]3.38922[/C][C]-1.94839[/C][/ROW]
[ROW][C]29[/C][C]85.42[/C][C]85.4253[/C][C]81.5775[/C][C]3.8478[/C][C]-0.00530229[/C][/ROW]
[ROW][C]30[/C][C]81.53[/C][C]84.9018[/C][C]81.6383[/C][C]3.26346[/C][C]-3.3718[/C][/ROW]
[ROW][C]31[/C][C]87.31[/C][C]82.8483[/C][C]81.9046[/C][C]0.943734[/C][C]4.46168[/C][/ROW]
[ROW][C]32[/C][C]86.01[/C][C]83.3391[/C][C]82.1971[/C][C]1.14199[/C][C]2.67092[/C][/ROW]
[ROW][C]33[/C][C]85.1[/C][C]84.4977[/C][C]82.5275[/C][C]1.97023[/C][C]0.602271[/C][/ROW]
[ROW][C]34[/C][C]79.91[/C][C]81.51[/C][C]82.7833[/C][C]-1.27333[/C][C]-1.60001[/C][/ROW]
[ROW][C]35[/C][C]78.6[/C][C]78.631[/C][C]82.9696[/C][C]-4.33855[/C][C]-0.0310376[/C][/ROW]
[ROW][C]36[/C][C]78.6[/C][C]78.5946[/C][C]83.1962[/C][C]-4.60166[/C][C]0.0054085[/C][/ROW]
[ROW][C]37[/C][C]79.37[/C][C]79.1795[/C][C]83.0488[/C][C]-3.86928[/C][C]0.190531[/C][/ROW]
[ROW][C]38[/C][C]82.89[/C][C]81.4449[/C][C]82.7192[/C][C]-1.27431[/C][C]1.44514[/C][/ROW]
[ROW][C]39[/C][C]84.43[/C][C]83.4853[/C][C]82.6846[/C][C]0.80067[/C][C]0.944747[/C][/ROW]
[ROW][C]40[/C][C]85.32[/C][C]86.1638[/C][C]82.7746[/C][C]3.38922[/C][C]-0.843807[/C][/ROW]
[ROW][C]41[/C][C]87.71[/C][C]86.6582[/C][C]82.8104[/C][C]3.8478[/C][C]1.05178[/C][/ROW]
[ROW][C]42[/C][C]84.68[/C][C]86.0239[/C][C]82.7604[/C][C]3.26346[/C][C]-1.34388[/C][/ROW]
[ROW][C]43[/C][C]80.62[/C][C]83.6842[/C][C]82.7404[/C][C]0.943734[/C][C]-3.06415[/C][/ROW]
[ROW][C]44[/C][C]84.79[/C][C]83.792[/C][C]82.65[/C][C]1.14199[/C][C]0.998007[/C][/ROW]
[ROW][C]45[/C][C]85.49[/C][C]84.5161[/C][C]82.5458[/C][C]1.97023[/C][C]0.973938[/C][/ROW]
[ROW][C]46[/C][C]81.68[/C][C]81.2917[/C][C]82.565[/C][C]-1.27333[/C][C]0.388325[/C][/ROW]
[ROW][C]47[/C][C]77.69[/C][C]78.3527[/C][C]82.6913[/C][C]-4.33855[/C][C]-0.662704[/C][/ROW]
[ROW][C]48[/C][C]78.31[/C][C]78.1929[/C][C]82.7946[/C][C]-4.60166[/C][C]0.117075[/C][/ROW]
[ROW][C]49[/C][C]79.18[/C][C]79.0761[/C][C]82.9454[/C][C]-3.86928[/C][C]0.103864[/C][/ROW]
[ROW][C]50[/C][C]80.91[/C][C]81.8278[/C][C]83.1021[/C][C]-1.27431[/C][C]-0.917778[/C][/ROW]
[ROW][C]51[/C][C]83.91[/C][C]83.9432[/C][C]83.1425[/C][C]0.80067[/C][C]-0.0331699[/C][/ROW]
[ROW][C]52[/C][C]86.3[/C][C]86.5863[/C][C]83.1971[/C][C]3.38922[/C][C]-0.286307[/C][/ROW]
[ROW][C]53[/C][C]89.76[/C][C]87.2153[/C][C]83.3675[/C][C]3.8478[/C][C]2.5447[/C][/ROW]
[ROW][C]54[/C][C]85.11[/C][C]86.8451[/C][C]83.5817[/C][C]3.26346[/C][C]-1.73513[/C][/ROW]
[ROW][C]55[/C][C]83.81[/C][C]84.6979[/C][C]83.7542[/C][C]0.943734[/C][C]-0.8879[/C][/ROW]
[ROW][C]56[/C][C]85.36[/C][C]85.1495[/C][C]84.0075[/C][C]1.14199[/C][C]0.210507[/C][/ROW]
[ROW][C]57[/C][C]85.89[/C][C]86.4065[/C][C]84.4362[/C][C]1.97023[/C][C]-0.516479[/C][/ROW]
[ROW][C]58[/C][C]82.59[/C][C]83.8096[/C][C]85.0829[/C][C]-1.27333[/C][C]-1.21959[/C][/ROW]
[ROW][C]59[/C][C]80.87[/C][C]81.451[/C][C]85.7896[/C][C]-4.33855[/C][C]-0.581038[/C][/ROW]
[ROW][C]60[/C][C]80.27[/C][C]82.0429[/C][C]86.6446[/C][C]-4.60166[/C][C]-1.77292[/C][/ROW]
[ROW][C]61[/C][C]81.36[/C][C]83.957[/C][C]87.8262[/C][C]-3.86928[/C][C]-2.59697[/C][/ROW]
[ROW][C]62[/C][C]84.81[/C][C]87.7115[/C][C]88.9858[/C][C]-1.27431[/C][C]-2.90153[/C][/ROW]
[ROW][C]63[/C][C]90.3[/C][C]91.064[/C][C]90.2633[/C][C]0.80067[/C][C]-0.764003[/C][/ROW]
[ROW][C]64[/C][C]95.43[/C][C]95.0546[/C][C]91.6654[/C][C]3.38922[/C][C]0.375359[/C][/ROW]
[ROW][C]65[/C][C]97.59[/C][C]96.582[/C][C]92.7342[/C][C]3.8478[/C][C]1.00803[/C][/ROW]
[ROW][C]66[/C][C]97.8[/C][C]96.9414[/C][C]93.6779[/C][C]3.26346[/C][C]0.858619[/C][/ROW]
[ROW][C]67[/C][C]99.48[/C][C]95.7754[/C][C]94.8317[/C][C]0.943734[/C][C]3.7046[/C][/ROW]
[ROW][C]68[/C][C]97.52[/C][C]97.3199[/C][C]96.1779[/C][C]1.14199[/C][C]0.20009[/C][/ROW]
[ROW][C]69[/C][C]104.39[/C][C]99.4786[/C][C]97.5083[/C][C]1.97023[/C][C]4.91144[/C][/ROW]
[ROW][C]70[/C][C]97.74[/C][C]97.4763[/C][C]98.7496[/C][C]-1.27333[/C][C]0.263742[/C][/ROW]
[ROW][C]71[/C][C]91.37[/C][C]95.4502[/C][C]99.7888[/C][C]-4.33855[/C][C]-4.0802[/C][/ROW]
[ROW][C]72[/C][C]92.42[/C][C]95.8279[/C][C]100.43[/C][C]-4.60166[/C][C]-3.40792[/C][/ROW]
[ROW][C]73[/C][C]96.9[/C][C]96.6382[/C][C]100.508[/C][C]-3.86928[/C][C]0.261781[/C][/ROW]
[ROW][C]74[/C][C]101.58[/C][C]99.1444[/C][C]100.419[/C][C]-1.27431[/C][C]2.43556[/C][/ROW]
[ROW][C]75[/C][C]105.46[/C][C]101.215[/C][C]100.415[/C][C]0.80067[/C][C]4.24475[/C][/ROW]
[ROW][C]76[/C][C]110.06[/C][C]103.791[/C][C]100.402[/C][C]3.38922[/C][C]6.26911[/C][/ROW]
[ROW][C]77[/C][C]107.9[/C][C]104.303[/C][C]100.455[/C][C]3.8478[/C][C]3.5972[/C][/ROW]
[ROW][C]78[/C][C]102.87[/C][C]103.795[/C][C]100.531[/C][C]3.26346[/C][C]-0.924714[/C][/ROW]
[ROW][C]79[/C][C]96.28[/C][C]101.462[/C][C]100.518[/C][C]0.943734[/C][C]-5.18165[/C][/ROW]
[ROW][C]80[/C][C]98.59[/C][C]101.322[/C][C]100.18[/C][C]1.14199[/C][C]-2.73158[/C][/ROW]
[ROW][C]81[/C][C]103.22[/C][C]101.633[/C][C]99.6625[/C][C]1.97023[/C][C]1.58727[/C][/ROW]
[ROW][C]82[/C][C]98.6[/C][C]98.1017[/C][C]99.375[/C][C]-1.27333[/C][C]0.498325[/C][/ROW]
[ROW][C]83[/C][C]91.79[/C][C]95.0519[/C][C]99.3904[/C][C]-4.33855[/C][C]-3.26187[/C][/ROW]
[ROW][C]84[/C][C]93.83[/C][C]95.1263[/C][C]99.7279[/C][C]-4.60166[/C][C]-1.29626[/C][/ROW]
[ROW][C]85[/C][C]95.17[/C][C]96.6495[/C][C]100.519[/C][C]-3.86928[/C][C]-1.47947[/C][/ROW]
[ROW][C]86[/C][C]95.19[/C][C]99.9319[/C][C]101.206[/C][C]-1.27431[/C][C]-4.74194[/C][/ROW]
[ROW][C]87[/C][C]99.44[/C][C]102.373[/C][C]101.572[/C][C]0.80067[/C][C]-2.93317[/C][/ROW]
[ROW][C]88[/C][C]109.18[/C][C]105.091[/C][C]101.702[/C][C]3.38922[/C][C]4.08911[/C][/ROW]
[ROW][C]89[/C][C]109.15[/C][C]105.722[/C][C]101.874[/C][C]3.8478[/C][C]3.42803[/C][/ROW]
[ROW][C]90[/C][C]109.72[/C][C]105.282[/C][C]102.019[/C][C]3.26346[/C][C]4.43779[/C][/ROW]
[ROW][C]91[/C][C]108.41[/C][C]102.836[/C][C]101.892[/C][C]0.943734[/C][C]5.57418[/C][/ROW]
[ROW][C]92[/C][C]102.96[/C][C]103.102[/C][C]101.96[/C][C]1.14199[/C][C]-0.141577[/C][/ROW]
[ROW][C]93[/C][C]107.64[/C][C]104.016[/C][C]102.045[/C][C]1.97023[/C][C]3.62435[/C][/ROW]
[ROW][C]94[/C][C]97.28[/C][C]100.46[/C][C]101.733[/C][C]-1.27333[/C][C]-3.17959[/C][/ROW]
[ROW][C]95[/C][C]97.25[/C][C]96.9131[/C][C]101.252[/C][C]-4.33855[/C][C]0.336879[/C][/ROW]
[ROW][C]96[/C][C]91.84[/C][C]96.1388[/C][C]100.74[/C][C]-4.60166[/C][C]-4.29876[/C][/ROW]
[ROW][C]97[/C][C]94.12[/C][C]96.2928[/C][C]100.162[/C][C]-3.86928[/C][C]-2.1728[/C][/ROW]
[ROW][C]98[/C][C]97.86[/C][C]98.5565[/C][C]99.8308[/C][C]-1.27431[/C][C]-0.696528[/C][/ROW]
[ROW][C]99[/C][C]98.83[/C][C]100.294[/C][C]99.4929[/C][C]0.80067[/C][C]-1.46359[/C][/ROW]
[ROW][C]100[/C][C]102.29[/C][C]102.486[/C][C]99.0967[/C][C]3.38922[/C][C]-0.195891[/C][/ROW]
[ROW][C]101[/C][C]104.49[/C][C]102.45[/C][C]98.6025[/C][C]3.8478[/C][C]2.0397[/C][/ROW]
[ROW][C]102[/C][C]102.11[/C][C]101.343[/C][C]98.08[/C][C]3.26346[/C][C]0.766536[/C][/ROW]
[ROW][C]103[/C][C]102.14[/C][C]98.6129[/C][C]97.6692[/C][C]0.943734[/C][C]3.5271[/C][/ROW]
[ROW][C]104[/C][C]101.28[/C][C]98.3524[/C][C]97.2104[/C][C]1.14199[/C][C]2.92759[/C][/ROW]
[ROW][C]105[/C][C]101.21[/C][C]98.9019[/C][C]96.9317[/C][C]1.97023[/C][C]2.3081[/C][/ROW]
[ROW][C]106[/C][C]94.2[/C][C]95.5488[/C][C]96.8221[/C][C]-1.27333[/C][C]-1.34876[/C][/ROW]
[ROW][C]107[/C][C]88.47[/C][C]92.2752[/C][C]96.6138[/C][C]-4.33855[/C][C]-3.8052[/C][/ROW]
[ROW][C]108[/C][C]88.08[/C][C]91.7504[/C][C]96.3521[/C][C]-4.60166[/C][C]-3.67042[/C][/ROW]
[ROW][C]109[/C][C]88.02[/C][C]92.062[/C][C]95.9312[/C][C]-3.86928[/C][C]-4.04197[/C][/ROW]
[ROW][C]110[/C][C]92.95[/C][C]94.044[/C][C]95.3183[/C][C]-1.27431[/C][C]-1.09403[/C][/ROW]
[ROW][C]111[/C][C]97.05[/C][C]95.5844[/C][C]94.7838[/C][C]0.80067[/C][C]1.46558[/C][/ROW]
[ROW][C]112[/C][C]101.44[/C][C]98.0792[/C][C]94.69[/C][C]3.38922[/C][C]3.36078[/C][/ROW]
[ROW][C]113[/C][C]100.34[/C][C]98.9166[/C][C]95.0688[/C][C]3.8478[/C][C]1.42345[/C][/ROW]
[ROW][C]114[/C][C]99.98[/C][C]98.7905[/C][C]95.5271[/C][C]3.26346[/C][C]1.18945[/C][/ROW]
[ROW][C]115[/C][C]94.17[/C][C]96.9192[/C][C]95.9754[/C][C]0.943734[/C][C]-2.74915[/C][/ROW]
[ROW][C]116[/C][C]94.54[/C][C]97.4453[/C][C]96.3033[/C][C]1.14199[/C][C]-2.90533[/C][/ROW]
[ROW][C]117[/C][C]95.12[/C][C]98.4781[/C][C]96.5079[/C][C]1.97023[/C][C]-3.35815[/C][/ROW]
[ROW][C]118[/C][C]98.04[/C][C]95.265[/C][C]96.5383[/C][C]-1.27333[/C][C]2.77499[/C][/ROW]
[ROW][C]119[/C][C]93.72[/C][C]92.1585[/C][C]96.4971[/C][C]-4.33855[/C][C]1.56146[/C][/ROW]
[ROW][C]120[/C][C]93.83[/C][C]92.0713[/C][C]96.6729[/C][C]-4.60166[/C][C]1.75874[/C][/ROW]
[ROW][C]121[/C][C]93.03[/C][C]93.3082[/C][C]97.1775[/C][C]-3.86928[/C][C]-0.278219[/C][/ROW]
[ROW][C]122[/C][C]95.81[/C][C]96.7736[/C][C]98.0479[/C][C]-1.27431[/C][C]-0.963611[/C][/ROW]
[ROW][C]123[/C][C]99.1[/C][C]99.8178[/C][C]99.0171[/C][C]0.80067[/C][C]-0.717753[/C][/ROW]
[ROW][C]124[/C][C]100.12[/C][C]102.92[/C][C]99.5312[/C][C]3.38922[/C][C]-2.80047[/C][/ROW]
[ROW][C]125[/C][C]100.67[/C][C]103.552[/C][C]99.7042[/C][C]3.8478[/C][C]-2.88197[/C][/ROW]
[ROW][C]126[/C][C]103.87[/C][C]103.165[/C][C]99.9017[/C][C]3.26346[/C][C]0.704869[/C][/ROW]
[ROW][C]127[/C][C]102.39[/C][C]101.118[/C][C]100.174[/C][C]0.943734[/C][C]1.2721[/C][/ROW]
[ROW][C]128[/C][C]107.21[/C][C]101.586[/C][C]100.444[/C][C]1.14199[/C][C]5.62426[/C][/ROW]
[ROW][C]129[/C][C]105.71[/C][C]102.539[/C][C]100.569[/C][C]1.97023[/C][C]3.1706[/C][/ROW]
[ROW][C]130[/C][C]99.79[/C][C]99.31[/C][C]100.583[/C][C]-1.27333[/C][C]0.479992[/C][/ROW]
[ROW][C]131[/C][C]96.12[/C][C]96.1969[/C][C]100.535[/C][C]-4.33855[/C][C]-0.0768709[/C][/ROW]
[ROW][C]132[/C][C]96.17[/C][C]95.8538[/C][C]100.455[/C][C]-4.60166[/C][C]0.316242[/C][/ROW]
[ROW][C]133[/C][C]97.23[/C][C]96.5236[/C][C]100.393[/C][C]-3.86928[/C][C]0.706364[/C][/ROW]
[ROW][C]134[/C][C]98.08[/C][C]98.9028[/C][C]100.177[/C][C]-1.27431[/C][C]-0.822778[/C][/ROW]
[ROW][C]135[/C][C]99.84[/C][C]100.639[/C][C]99.8383[/C][C]0.80067[/C][C]-0.799003[/C][/ROW]
[ROW][C]136[/C][C]99.72[/C][C]103.125[/C][C]99.7354[/C][C]3.38922[/C][C]-3.40464[/C][/ROW]
[ROW][C]137[/C][C]99.92[/C][C]103.712[/C][C]99.8642[/C][C]3.8478[/C][C]-3.79197[/C][/ROW]
[ROW][C]138[/C][C]102.7[/C][C]103.324[/C][C]100.061[/C][C]3.26346[/C][C]-0.624297[/C][/ROW]
[ROW][C]139[/C][C]102.06[/C][C]101.348[/C][C]100.404[/C][C]0.943734[/C][C]0.7121[/C][/ROW]
[ROW][C]140[/C][C]102.36[/C][C]102.064[/C][C]100.922[/C][C]1.14199[/C][C]0.29634[/C][/ROW]
[ROW][C]141[/C][C]102.43[/C][C]103.485[/C][C]101.515[/C][C]1.97023[/C][C]-1.05481[/C][/ROW]
[ROW][C]142[/C][C]100.6[/C][C]100.973[/C][C]102.246[/C][C]-1.27333[/C][C]-0.372925[/C][/ROW]
[ROW][C]143[/C][C]98.4[/C][C]98.7648[/C][C]103.103[/C][C]-4.33855[/C][C]-0.364788[/C][/ROW]
[ROW][C]144[/C][C]98.61[/C][C]99.3338[/C][C]103.935[/C][C]-4.60166[/C][C]-0.723758[/C][/ROW]
[ROW][C]145[/C][C]103.03[/C][C]100.919[/C][C]104.789[/C][C]-3.86928[/C][C]2.11053[/C][/ROW]
[ROW][C]146[/C][C]104.7[/C][C]104.472[/C][C]105.746[/C][C]-1.27431[/C][C]0.228472[/C][/ROW]
[ROW][C]147[/C][C]107.45[/C][C]107.462[/C][C]106.661[/C][C]0.80067[/C][C]-0.0119199[/C][/ROW]
[ROW][C]148[/C][C]109.67[/C][C]110.754[/C][C]107.365[/C][C]3.38922[/C][C]-1.08422[/C][/ROW]
[ROW][C]149[/C][C]110.54[/C][C]111.725[/C][C]107.877[/C][C]3.8478[/C][C]-1.18489[/C][/ROW]
[ROW][C]150[/C][C]112.05[/C][C]111.588[/C][C]108.325[/C][C]3.26346[/C][C]0.461536[/C][/ROW]
[ROW][C]151[/C][C]113.19[/C][C]109.557[/C][C]108.614[/C][C]0.943734[/C][C]3.63252[/C][/ROW]
[ROW][C]152[/C][C]114.2[/C][C]109.944[/C][C]108.802[/C][C]1.14199[/C][C]4.25634[/C][/ROW]
[ROW][C]153[/C][C]112.56[/C][C]110.975[/C][C]109.005[/C][C]1.97023[/C][C]1.58477[/C][/ROW]
[ROW][C]154[/C][C]107.36[/C][C]107.808[/C][C]109.081[/C][C]-1.27333[/C][C]-0.447925[/C][/ROW]
[ROW][C]155[/C][C]103.93[/C][C]104.651[/C][C]108.99[/C][C]-4.33855[/C][C]-0.721454[/C][/ROW]
[ROW][C]156[/C][C]103.83[/C][C]104.252[/C][C]108.854[/C][C]-4.60166[/C][C]-0.422092[/C][/ROW]
[ROW][C]157[/C][C]104.74[/C][C]104.592[/C][C]108.461[/C][C]-3.86928[/C][C]0.148031[/C][/ROW]
[ROW][C]158[/C][C]107.5[/C][C]106.474[/C][C]107.749[/C][C]-1.27431[/C][C]1.02556[/C][/ROW]
[ROW][C]159[/C][C]109.53[/C][C]107.757[/C][C]106.956[/C][C]0.80067[/C][C]1.77308[/C][/ROW]
[ROW][C]160[/C][C]109.42[/C][C]109.674[/C][C]106.285[/C][C]3.38922[/C][C]-0.253807[/C][/ROW]
[ROW][C]161[/C][C]108.6[/C][C]109.779[/C][C]105.931[/C][C]3.8478[/C][C]-1.17905[/C][/ROW]
[ROW][C]162[/C][C]110.72[/C][C]109.004[/C][C]105.74[/C][C]3.26346[/C][C]1.71612[/C][/ROW]
[ROW][C]163[/C][C]105.1[/C][C]106.465[/C][C]105.522[/C][C]0.943734[/C][C]-1.3654[/C][/ROW]
[ROW][C]164[/C][C]105.19[/C][C]106.347[/C][C]105.205[/C][C]1.14199[/C][C]-1.15699[/C][/ROW]
[ROW][C]165[/C][C]102.55[/C][C]106.77[/C][C]104.8[/C][C]1.97023[/C][C]-4.22023[/C][/ROW]
[ROW][C]166[/C][C]101.25[/C][C]103.208[/C][C]104.481[/C][C]-1.27333[/C][C]-1.95792[/C][/ROW]
[ROW][C]167[/C][C]101.56[/C][C]100.006[/C][C]104.345[/C][C]-4.33855[/C][C]1.55355[/C][/ROW]
[ROW][C]168[/C][C]101.62[/C][C]99.7154[/C][C]104.317[/C][C]-4.60166[/C][C]1.90458[/C][/ROW]
[ROW][C]169[/C][C]101.7[/C][C]100.526[/C][C]104.395[/C][C]-3.86928[/C][C]1.17428[/C][/ROW]
[ROW][C]170[/C][C]102.94[/C][C]103.372[/C][C]104.646[/C][C]-1.27431[/C][C]-0.431944[/C][/ROW]
[ROW][C]171[/C][C]104.37[/C][C]105.885[/C][C]105.085[/C][C]0.80067[/C][C]-1.51525[/C][/ROW]
[ROW][C]172[/C][C]106.93[/C][C]109.044[/C][C]105.655[/C][C]3.38922[/C][C]-2.11422[/C][/ROW]
[ROW][C]173[/C][C]107.82[/C][C]110.072[/C][C]106.224[/C][C]3.8478[/C][C]-2.25155[/C][/ROW]
[ROW][C]174[/C][C]110.83[/C][C]110.038[/C][C]106.775[/C][C]3.26346[/C][C]0.791536[/C][/ROW]
[ROW][C]175[/C][C]106.86[/C][C]108.295[/C][C]107.351[/C][C]0.943734[/C][C]-1.43457[/C][/ROW]
[ROW][C]176[/C][C]109.46[/C][C]109.23[/C][C]108.088[/C][C]1.14199[/C][C]0.229673[/C][/ROW]
[ROW][C]177[/C][C]108.8[/C][C]110.939[/C][C]108.968[/C][C]1.97023[/C][C]-2.13856[/C][/ROW]
[ROW][C]178[/C][C]108.69[/C][C]108.51[/C][C]109.783[/C][C]-1.27333[/C][C]0.179992[/C][/ROW]
[ROW][C]179[/C][C]107.77[/C][C]106.076[/C][C]110.415[/C][C]-4.33855[/C][C]1.69396[/C][/ROW]
[ROW][C]180[/C][C]108.64[/C][C]106.116[/C][C]110.718[/C][C]-4.60166[/C][C]2.52416[/C][/ROW]
[ROW][C]181[/C][C]108.5[/C][C]107.053[/C][C]110.922[/C][C]-3.86928[/C][C]1.4472[/C][/ROW]
[ROW][C]182[/C][C]113.84[/C][C]109.75[/C][C]111.025[/C][C]-1.27431[/C][C]4.08972[/C][/ROW]
[ROW][C]183[/C][C]114.59[/C][C]111.862[/C][C]111.061[/C][C]0.80067[/C][C]2.72808[/C][/ROW]
[ROW][C]184[/C][C]116.27[/C][C]114.545[/C][C]111.156[/C][C]3.38922[/C][C]1.72453[/C][/ROW]
[ROW][C]185[/C][C]113.63[/C][C]114.99[/C][C]111.142[/C][C]3.8478[/C][C]-1.35989[/C][/ROW]
[ROW][C]186[/C][C]112.29[/C][C]114.353[/C][C]111.089[/C][C]3.26346[/C][C]-2.06263[/C][/ROW]
[ROW][C]187[/C][C]110.31[/C][C]111.936[/C][C]110.992[/C][C]0.943734[/C][C]-1.62582[/C][/ROW]
[ROW][C]188[/C][C]108.47[/C][C]111.893[/C][C]110.751[/C][C]1.14199[/C][C]-3.42324[/C][/ROW]
[ROW][C]189[/C][C]110.67[/C][C]112.399[/C][C]110.429[/C][C]1.97023[/C][C]-1.72898[/C][/ROW]
[ROW][C]190[/C][C]109.1[/C][C]108.91[/C][C]110.183[/C][C]-1.27333[/C][C]0.190408[/C][/ROW]
[ROW][C]191[/C][C]107.02[/C][C]105.742[/C][C]110.081[/C][C]-4.33855[/C][C]1.27771[/C][/ROW]
[ROW][C]192[/C][C]108.12[/C][C]105.585[/C][C]110.187[/C][C]-4.60166[/C][C]2.53458[/C][/ROW]
[ROW][C]193[/C][C]106.69[/C][C]106.469[/C][C]110.338[/C][C]-3.86928[/C][C]0.221364[/C][/ROW]
[ROW][C]194[/C][C]109.87[/C][C]109.206[/C][C]110.48[/C][C]-1.27431[/C][C]0.664306[/C][/ROW]
[ROW][C]195[/C][C]110.82[/C][C]111.612[/C][C]110.811[/C][C]0.80067[/C][C]-0.79192[/C][/ROW]
[ROW][C]196[/C][C]114.14[/C][C]114.774[/C][C]111.385[/C][C]3.38922[/C][C]-0.633807[/C][/ROW]
[ROW][C]197[/C][C]113.31[/C][C]115.905[/C][C]112.057[/C][C]3.8478[/C][C]-2.59489[/C][/ROW]
[ROW][C]198[/C][C]115.16[/C][C]116.111[/C][C]112.848[/C][C]3.26346[/C][C]-0.950964[/C][/ROW]
[ROW][C]199[/C][C]111.06[/C][C]114.75[/C][C]113.806[/C][C]0.943734[/C][C]-3.68998[/C][/ROW]
[ROW][C]200[/C][C]111.13[/C][C]115.997[/C][C]114.855[/C][C]1.14199[/C][C]-4.86658[/C][/ROW]
[ROW][C]201[/C][C]115.96[/C][C]117.909[/C][C]115.939[/C][C]1.97023[/C][C]-1.94898[/C][/ROW]
[ROW][C]202[/C][C]117.57[/C][C]115.727[/C][C]117[/C][C]-1.27333[/C][C]1.84333[/C][/ROW]
[ROW][C]203[/C][C]114.69[/C][C]113.867[/C][C]118.206[/C][C]-4.33855[/C][C]0.822712[/C][/ROW]
[ROW][C]204[/C][C]119.42[/C][C]114.771[/C][C]119.372[/C][C]-4.60166[/C][C]4.64916[/C][/ROW]
[ROW][C]205[/C][C]118.4[/C][C]116.462[/C][C]120.331[/C][C]-3.86928[/C][C]1.93845[/C][/ROW]
[ROW][C]206[/C][C]123.32[/C][C]119.895[/C][C]121.17[/C][C]-1.27431[/C][C]3.42472[/C][/ROW]
[ROW][C]207[/C][C]123.39[/C][C]122.581[/C][C]121.78[/C][C]0.80067[/C][C]0.808913[/C][/ROW]
[ROW][C]208[/C][C]127.04[/C][C]125.462[/C][C]122.072[/C][C]3.38922[/C][C]1.57828[/C][/ROW]
[ROW][C]209[/C][C]129.35[/C][C]125.963[/C][C]122.115[/C][C]3.8478[/C][C]3.3872[/C][/ROW]
[ROW][C]210[/C][C]127.12[/C][C]125.154[/C][C]121.891[/C][C]3.26346[/C][C]1.9657[/C][/ROW]
[ROW][C]211[/C][C]122.1[/C][C]NA[/C][C]NA[/C][C]0.943734[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]120.22[/C][C]NA[/C][C]NA[/C][C]1.14199[/C][C]NA[/C][/ROW]
[ROW][C]213[/C][C]121.53[/C][C]NA[/C][C]NA[/C][C]1.97023[/C][C]NA[/C][/ROW]
[ROW][C]214[/C][C]119.01[/C][C]NA[/C][C]NA[/C][C]-1.27333[/C][C]NA[/C][/ROW]
[ROW][C]215[/C][C]114.27[/C][C]NA[/C][C]NA[/C][C]-4.33855[/C][C]NA[/C][/ROW]
[ROW][C]216[/C][C]114.46[/C][C]NA[/C][C]NA[/C][C]-4.60166[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=234834&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=234834&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	71.97	NA	NA	-3.86928	NA
2	72.32	NA	NA	-1.27431	NA
3	74.07	NA	NA	0.80067	NA
4	77.95	NA	NA	3.38922	NA
5	81.75	NA	NA	3.8478	NA
6	80.81	NA	NA	3.26346	NA
7	74.1	76.5921	75.6483	0.943734	-2.49207
8	71.37	77.1616	76.0196	1.14199	-5.79158
9	75.21	78.364	76.3937	1.97023	-3.15398
10	76.9	75.3279	76.6012	-1.27333	1.57208
11	74.44	72.2202	76.5587	-4.33855	2.2198
12	74.76	71.9004	76.5021	-4.60166	2.85958
13	76.23	72.9045	76.7738	-3.86928	3.32553
14	76.97	76.309	77.5833	-1.27431	0.660972
15	78.4	79.1903	78.3896	0.80067	-0.790253
16	78.6	82.203	78.8138	3.38922	-3.60297
17	80.08	83.082	79.2342	3.8478	-3.00197
18	81.12	82.7701	79.5067	3.26346	-1.65013
19	80.31	80.475	79.5312	0.943734	-0.164984
20	84.59	80.7582	79.6162	1.14199	3.83176
21	81.34	81.754	79.7838	1.97023	-0.413979
22	80.95	78.7858	80.0592	-1.27333	2.16416
23	80.48	76.1323	80.4708	-4.33855	4.34771
24	75.26	76.1088	80.7104	-4.60166	-0.848758
25	76.32	77.1499	81.0192	-3.86928	-0.829886
26	78.92	80.0957	81.37	-1.27431	-1.17569
27	80.47	82.3865	81.5858	0.80067	-1.9165
28	83.14	85.0884	81.6992	3.38922	-1.94839
29	85.42	85.4253	81.5775	3.8478	-0.00530229
30	81.53	84.9018	81.6383	3.26346	-3.3718
31	87.31	82.8483	81.9046	0.943734	4.46168
32	86.01	83.3391	82.1971	1.14199	2.67092
33	85.1	84.4977	82.5275	1.97023	0.602271
34	79.91	81.51	82.7833	-1.27333	-1.60001
35	78.6	78.631	82.9696	-4.33855	-0.0310376
36	78.6	78.5946	83.1962	-4.60166	0.0054085
37	79.37	79.1795	83.0488	-3.86928	0.190531
38	82.89	81.4449	82.7192	-1.27431	1.44514
39	84.43	83.4853	82.6846	0.80067	0.944747
40	85.32	86.1638	82.7746	3.38922	-0.843807
41	87.71	86.6582	82.8104	3.8478	1.05178
42	84.68	86.0239	82.7604	3.26346	-1.34388
43	80.62	83.6842	82.7404	0.943734	-3.06415
44	84.79	83.792	82.65	1.14199	0.998007
45	85.49	84.5161	82.5458	1.97023	0.973938
46	81.68	81.2917	82.565	-1.27333	0.388325
47	77.69	78.3527	82.6913	-4.33855	-0.662704
48	78.31	78.1929	82.7946	-4.60166	0.117075
49	79.18	79.0761	82.9454	-3.86928	0.103864
50	80.91	81.8278	83.1021	-1.27431	-0.917778
51	83.91	83.9432	83.1425	0.80067	-0.0331699
52	86.3	86.5863	83.1971	3.38922	-0.286307
53	89.76	87.2153	83.3675	3.8478	2.5447
54	85.11	86.8451	83.5817	3.26346	-1.73513
55	83.81	84.6979	83.7542	0.943734	-0.8879
56	85.36	85.1495	84.0075	1.14199	0.210507
57	85.89	86.4065	84.4362	1.97023	-0.516479
58	82.59	83.8096	85.0829	-1.27333	-1.21959
59	80.87	81.451	85.7896	-4.33855	-0.581038
60	80.27	82.0429	86.6446	-4.60166	-1.77292
61	81.36	83.957	87.8262	-3.86928	-2.59697
62	84.81	87.7115	88.9858	-1.27431	-2.90153
63	90.3	91.064	90.2633	0.80067	-0.764003
64	95.43	95.0546	91.6654	3.38922	0.375359
65	97.59	96.582	92.7342	3.8478	1.00803
66	97.8	96.9414	93.6779	3.26346	0.858619
67	99.48	95.7754	94.8317	0.943734	3.7046
68	97.52	97.3199	96.1779	1.14199	0.20009
69	104.39	99.4786	97.5083	1.97023	4.91144
70	97.74	97.4763	98.7496	-1.27333	0.263742
71	91.37	95.4502	99.7888	-4.33855	-4.0802
72	92.42	95.8279	100.43	-4.60166	-3.40792
73	96.9	96.6382	100.508	-3.86928	0.261781
74	101.58	99.1444	100.419	-1.27431	2.43556
75	105.46	101.215	100.415	0.80067	4.24475
76	110.06	103.791	100.402	3.38922	6.26911
77	107.9	104.303	100.455	3.8478	3.5972
78	102.87	103.795	100.531	3.26346	-0.924714
79	96.28	101.462	100.518	0.943734	-5.18165
80	98.59	101.322	100.18	1.14199	-2.73158
81	103.22	101.633	99.6625	1.97023	1.58727
82	98.6	98.1017	99.375	-1.27333	0.498325
83	91.79	95.0519	99.3904	-4.33855	-3.26187
84	93.83	95.1263	99.7279	-4.60166	-1.29626
85	95.17	96.6495	100.519	-3.86928	-1.47947
86	95.19	99.9319	101.206	-1.27431	-4.74194
87	99.44	102.373	101.572	0.80067	-2.93317
88	109.18	105.091	101.702	3.38922	4.08911
89	109.15	105.722	101.874	3.8478	3.42803
90	109.72	105.282	102.019	3.26346	4.43779
91	108.41	102.836	101.892	0.943734	5.57418
92	102.96	103.102	101.96	1.14199	-0.141577
93	107.64	104.016	102.045	1.97023	3.62435
94	97.28	100.46	101.733	-1.27333	-3.17959
95	97.25	96.9131	101.252	-4.33855	0.336879
96	91.84	96.1388	100.74	-4.60166	-4.29876
97	94.12	96.2928	100.162	-3.86928	-2.1728
98	97.86	98.5565	99.8308	-1.27431	-0.696528
99	98.83	100.294	99.4929	0.80067	-1.46359
100	102.29	102.486	99.0967	3.38922	-0.195891
101	104.49	102.45	98.6025	3.8478	2.0397
102	102.11	101.343	98.08	3.26346	0.766536
103	102.14	98.6129	97.6692	0.943734	3.5271
104	101.28	98.3524	97.2104	1.14199	2.92759
105	101.21	98.9019	96.9317	1.97023	2.3081
106	94.2	95.5488	96.8221	-1.27333	-1.34876
107	88.47	92.2752	96.6138	-4.33855	-3.8052
108	88.08	91.7504	96.3521	-4.60166	-3.67042
109	88.02	92.062	95.9312	-3.86928	-4.04197
110	92.95	94.044	95.3183	-1.27431	-1.09403
111	97.05	95.5844	94.7838	0.80067	1.46558
112	101.44	98.0792	94.69	3.38922	3.36078
113	100.34	98.9166	95.0688	3.8478	1.42345
114	99.98	98.7905	95.5271	3.26346	1.18945
115	94.17	96.9192	95.9754	0.943734	-2.74915
116	94.54	97.4453	96.3033	1.14199	-2.90533
117	95.12	98.4781	96.5079	1.97023	-3.35815
118	98.04	95.265	96.5383	-1.27333	2.77499
119	93.72	92.1585	96.4971	-4.33855	1.56146
120	93.83	92.0713	96.6729	-4.60166	1.75874
121	93.03	93.3082	97.1775	-3.86928	-0.278219
122	95.81	96.7736	98.0479	-1.27431	-0.963611
123	99.1	99.8178	99.0171	0.80067	-0.717753
124	100.12	102.92	99.5312	3.38922	-2.80047
125	100.67	103.552	99.7042	3.8478	-2.88197
126	103.87	103.165	99.9017	3.26346	0.704869
127	102.39	101.118	100.174	0.943734	1.2721
128	107.21	101.586	100.444	1.14199	5.62426
129	105.71	102.539	100.569	1.97023	3.1706
130	99.79	99.31	100.583	-1.27333	0.479992
131	96.12	96.1969	100.535	-4.33855	-0.0768709
132	96.17	95.8538	100.455	-4.60166	0.316242
133	97.23	96.5236	100.393	-3.86928	0.706364
134	98.08	98.9028	100.177	-1.27431	-0.822778
135	99.84	100.639	99.8383	0.80067	-0.799003
136	99.72	103.125	99.7354	3.38922	-3.40464
137	99.92	103.712	99.8642	3.8478	-3.79197
138	102.7	103.324	100.061	3.26346	-0.624297
139	102.06	101.348	100.404	0.943734	0.7121
140	102.36	102.064	100.922	1.14199	0.29634
141	102.43	103.485	101.515	1.97023	-1.05481
142	100.6	100.973	102.246	-1.27333	-0.372925
143	98.4	98.7648	103.103	-4.33855	-0.364788
144	98.61	99.3338	103.935	-4.60166	-0.723758
145	103.03	100.919	104.789	-3.86928	2.11053
146	104.7	104.472	105.746	-1.27431	0.228472
147	107.45	107.462	106.661	0.80067	-0.0119199
148	109.67	110.754	107.365	3.38922	-1.08422
149	110.54	111.725	107.877	3.8478	-1.18489
150	112.05	111.588	108.325	3.26346	0.461536
151	113.19	109.557	108.614	0.943734	3.63252
152	114.2	109.944	108.802	1.14199	4.25634
153	112.56	110.975	109.005	1.97023	1.58477
154	107.36	107.808	109.081	-1.27333	-0.447925
155	103.93	104.651	108.99	-4.33855	-0.721454
156	103.83	104.252	108.854	-4.60166	-0.422092
157	104.74	104.592	108.461	-3.86928	0.148031
158	107.5	106.474	107.749	-1.27431	1.02556
159	109.53	107.757	106.956	0.80067	1.77308
160	109.42	109.674	106.285	3.38922	-0.253807
161	108.6	109.779	105.931	3.8478	-1.17905
162	110.72	109.004	105.74	3.26346	1.71612
163	105.1	106.465	105.522	0.943734	-1.3654
164	105.19	106.347	105.205	1.14199	-1.15699
165	102.55	106.77	104.8	1.97023	-4.22023
166	101.25	103.208	104.481	-1.27333	-1.95792
167	101.56	100.006	104.345	-4.33855	1.55355
168	101.62	99.7154	104.317	-4.60166	1.90458
169	101.7	100.526	104.395	-3.86928	1.17428
170	102.94	103.372	104.646	-1.27431	-0.431944
171	104.37	105.885	105.085	0.80067	-1.51525
172	106.93	109.044	105.655	3.38922	-2.11422
173	107.82	110.072	106.224	3.8478	-2.25155
174	110.83	110.038	106.775	3.26346	0.791536
175	106.86	108.295	107.351	0.943734	-1.43457
176	109.46	109.23	108.088	1.14199	0.229673
177	108.8	110.939	108.968	1.97023	-2.13856
178	108.69	108.51	109.783	-1.27333	0.179992
179	107.77	106.076	110.415	-4.33855	1.69396
180	108.64	106.116	110.718	-4.60166	2.52416
181	108.5	107.053	110.922	-3.86928	1.4472
182	113.84	109.75	111.025	-1.27431	4.08972
183	114.59	111.862	111.061	0.80067	2.72808
184	116.27	114.545	111.156	3.38922	1.72453
185	113.63	114.99	111.142	3.8478	-1.35989
186	112.29	114.353	111.089	3.26346	-2.06263
187	110.31	111.936	110.992	0.943734	-1.62582
188	108.47	111.893	110.751	1.14199	-3.42324
189	110.67	112.399	110.429	1.97023	-1.72898
190	109.1	108.91	110.183	-1.27333	0.190408
191	107.02	105.742	110.081	-4.33855	1.27771
192	108.12	105.585	110.187	-4.60166	2.53458
193	106.69	106.469	110.338	-3.86928	0.221364
194	109.87	109.206	110.48	-1.27431	0.664306
195	110.82	111.612	110.811	0.80067	-0.79192
196	114.14	114.774	111.385	3.38922	-0.633807
197	113.31	115.905	112.057	3.8478	-2.59489
198	115.16	116.111	112.848	3.26346	-0.950964
199	111.06	114.75	113.806	0.943734	-3.68998
200	111.13	115.997	114.855	1.14199	-4.86658
201	115.96	117.909	115.939	1.97023	-1.94898
202	117.57	115.727	117	-1.27333	1.84333
203	114.69	113.867	118.206	-4.33855	0.822712
204	119.42	114.771	119.372	-4.60166	4.64916
205	118.4	116.462	120.331	-3.86928	1.93845
206	123.32	119.895	121.17	-1.27431	3.42472
207	123.39	122.581	121.78	0.80067	0.808913
208	127.04	125.462	122.072	3.38922	1.57828
209	129.35	125.963	122.115	3.8478	3.3872
210	127.12	125.154	121.891	3.26346	1.9657
211	122.1	NA	NA	0.943734	NA
212	120.22	NA	NA	1.14199	NA
213	121.53	NA	NA	1.97023	NA
214	119.01	NA	NA	-1.27333	NA
215	114.27	NA	NA	-4.33855	NA
216	114.46	NA	NA	-4.60166	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 = 12 ;

Parameters (R input):

par1 = additive ; par2 = 12 ;

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$trend)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
if (par1 == 'additive') a<-table.element(a,signif(m$trend[i]+m$seasonal[i],6)) else a<-table.element(a,signif(m$trend[i]*m$seasonal[i],6))
a<-table.element(a,signif(m$trend[i],6))
a<-table.element(a,signif(m$seasonal[i],6))
a<-table.element(a,signif(m$random[i],6))
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