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rwasp_decompose.wasp

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Classical Decomposition

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Wed, 20 Dec 2017 13:49:00 +0100

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2017/Dec/20/t1513774754el51b5ea30d68hs.htm/, Retrieved Mon, 13 May 2024 23:26:17 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=310488, Retrieved Mon, 13 May 2024 23:26:17 +0000

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-       [Classical Decomposition] [Dataset 3 - class...] [2017-12-20 12:49:00] [6bf860cf1a792f74e81bfd3c0354928d] [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	3 seconds
R Server	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time3 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310488&T=0

[TABLE]
[ROW]

Summary of computational transaction[/C][/ROW] [ROW]

Raw Input[/C]

view raw input (R code) [/C][/ROW] [ROW]

Raw Output[/C]

view raw output of R engine [/C][/ROW] [ROW]

Computing time[/C]

3 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=310488&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310488&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	3 seconds
R Server	Big Analytics Cloud Computing Center

Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	46.8	NA	NA	-5.13843	NA
2	52.8	NA	NA	-2.33304	NA
3	58.3	NA	NA	3.59959	NA
4	54.5	NA	NA	1.46443	NA
5	64.7	NA	NA	-1.13531	NA
6	58.3	NA	NA	8.49516	NA
7	57.5	55.3947	57.2542	-1.85951	2.10534
8	56.7	44.2964	57.5833	-13.287	12.4036
9	56	63.2211	57.6875	5.53363	-7.22113
10	66.2	63.7135	57.8625	5.85103	2.48647
11	58.2	59.0155	57.8667	1.14882	-0.81549
12	53.9	55.4689	57.8083	-2.33941	-1.56892
13	53.1	52.8532	57.9917	-5.13843	0.246765
14	54.4	55.8378	58.1708	-2.33304	-1.43779
15	59.2	61.8746	58.275	3.59959	-2.67459
16	57.8	59.6728	58.2083	1.46443	-1.87277
17	61.5	56.7939	57.9292	-1.13531	4.70614
18	60.1	66.6285	58.1333	8.49516	-6.5285
19	60.1	56.7655	58.625	-1.85951	3.33451
20	58.4	45.4672	58.7542	-13.287	12.9328
21	56.8	64.5336	59	5.53363	-7.73363
22	63.8	65.176	59.325	5.85103	-1.37603
23	53.9	60.6738	59.525	1.14882	-6.77382
24	63.1	57.6939	60.0333	-2.33941	5.40608
25	55.7	55.2366	60.375	-5.13843	0.463432
26	54.9	57.7086	60.0417	-2.33304	-2.80863
27	64.6	63.7871	60.1875	3.59959	0.812911
28	60.2	62.4061	60.9417	1.46443	-2.2061
29	63.9	60.7522	61.8875	-1.13531	3.14781
30	69.9	71.3077	62.8125	8.49516	-1.40766
31	58.5	61.3072	63.1667	-1.85951	-2.80716
32	52	50.2339	63.5208	-13.287	1.76613
33	66.7	69.4545	63.9208	5.53363	-2.75446
34	72	70.226	64.375	5.85103	1.77397
35	68.4	65.8905	64.7417	1.14882	2.50951
36	70.8	62.5481	64.8875	-2.33941	8.25191
37	56.5	60.1366	65.275	-5.13843	-3.63657
38	62.6	63.2503	65.5833	-2.33304	-0.650294
39	66.5	69.4871	65.8875	3.59959	-2.98709
40	69.2	67.9228	66.4583	1.46443	1.27723
41	63.7	65.6939	66.8292	-1.13531	-1.99386
42	73.6	75.4035	66.9083	8.49516	-1.8035
43	64.1	65.5072	67.3667	-1.85951	-1.40716
44	53.8	54.9005	68.1875	-13.287	-1.10054
45	72.2	75.067	69.5333	5.53363	-2.86696
46	80.2	77.126	71.275	5.85103	3.07397
47	69.1	73.6488	72.5	1.14882	-4.54882
48	72	71.0939	73.4333	-2.33941	0.906079
49	66.3	69.0574	74.1958	-5.13843	-2.7574
50	72.5	72.8503	75.1833	-2.33304	-0.350294
51	88.9	80.2871	76.6875	3.59959	8.61291
52	88.6	79.1436	77.6792	1.46443	9.4564
53	73.7	77.4272	78.5625	-1.13531	-3.72719
54	86	88.091	79.5958	8.49516	-2.091
55	70	78.303	80.1625	-1.85951	-8.30299
56	71.6	66.7797	80.0667	-13.287	4.82029
57	90.5	85.2045	79.6708	5.53363	5.29554
58	85.7	84.8885	79.0375	5.85103	0.811471
59	84.8	79.9197	78.7708	1.14882	4.88034
60	81.1	76.6523	78.9917	-2.33941	4.44775
61	70.8	74.0616	79.2	-5.13843	-3.26157
62	65.7	77.017	79.35	-2.33304	-11.317
63	86.2	82.6288	79.0292	3.59959	3.57124
64	76.1	79.8186	78.3542	1.46443	-3.7186
65	79.8	76.4772	77.6125	-1.13531	3.32281
66	85.2	85.2868	76.7917	8.49516	-0.0868285
67	75.8	74.3072	76.1667	-1.85951	1.49284
68	69.4	62.7505	76.0375	-13.287	6.64946
69	85	81.0003	75.4667	5.53363	3.99971
70	75	80.4344	74.5833	5.85103	-5.43436
71	77.7	75.253	74.1042	1.14882	2.44701
72	68.5	71.6398	73.9792	-2.33941	-3.13975
73	68.4	68.6824	73.8208	-5.13843	-0.282401
74	65	70.8378	73.1708	-2.33304	-5.83779
75	73.2	75.8954	72.2958	3.59959	-2.69542
76	67.9	73.4978	72.0333	1.46443	-5.59777
77	76.5	70.948	72.0833	-1.13531	5.55197
78	85.5	80.4368	71.9417	8.49516	5.06317
79	71.7	70.2822	72.1417	-1.85951	1.41784
80	57.9	59.163	72.45	-13.287	-1.26304
81	75.5	78.1045	72.5708	5.53363	-2.60446
82	78.2	78.5594	72.7083	5.85103	-0.359362
83	75.7	73.9072	72.7583	1.14882	1.79284
84	67.1	70.2689	72.6083	-2.33941	-3.16892
85	74.6	67.7699	72.9083	-5.13843	6.8301
86	66.2	71.117	73.45	-2.33304	-4.91696
87	74.9	76.9788	73.3792	3.59959	-2.07876
88	69.5	74.7978	73.3333	1.46443	-5.29777
89	76.1	72.2814	73.4167	-1.13531	3.81864
90	82.3	81.6243	73.1292	8.49516	0.675671
91	82.1	71.4155	73.275	-1.85951	10.6845
92	60.5	61.1714	74.4583	-13.287	-0.671372
93	71.2	81.4878	75.9542	5.53363	-10.2878
94	81.4	83.4344	77.5833	5.85103	-2.03436
95	74.5	80.0905	78.9417	1.14882	-5.59049
96	61.4	77.6314	79.9708	-2.33941	-16.2314
97	83.8	75.3907	80.5292	-5.13843	8.40927
98	85.4	78.5795	80.9125	-2.33304	6.82054
99	91.6	86.0913	82.4917	3.59959	5.50874
100	91.9	85.6519	84.1875	1.46443	6.24807
101	86.3	84.0147	85.15	-1.13531	2.28531
102	96.8	95.3702	86.875	8.49516	1.42984
103	81	86.2155	88.075	-1.85951	-5.21549
104	70.8	74.2755	87.5625	-13.287	-3.47554
105	98.8	92.4878	86.9542	5.53363	6.31221
106	94.5	92.4177	86.5667	5.85103	2.0823
107	84.5	87.5947	86.4458	1.14882	-3.09466
108	92.8	84.4314	86.7708	-2.33941	8.36858
109	81.2	82.5366	87.675	-5.13843	-1.33657
110	75.7	86.2461	88.5792	-2.33304	-10.5461
111	86.7	92.7621	89.1625	3.59959	-6.06209
112	87.5	90.9978	89.5333	1.46443	-3.49777
113	87.8	88.898	90.0333	-1.13531	-1.09803
114	103.1	98.7202	90.225	8.49516	4.37984
115	96.4	88.4572	90.3167	-1.85951	7.94284
116	77.1	77.638	90.925	-13.287	-0.538039
117	106.5	97.2045	91.6708	5.53363	9.29554
118	95.7	98.2344	92.3833	5.85103	-2.53436
119	95.3	93.5947	92.4458	1.14882	1.70534
120	86.6	90.7231	93.0625	-2.33941	-4.12309
121	89.6	89.0157	94.1542	-5.13843	0.584265
122	81.9	92.567	94.9	-2.33304	-10.667
123	98.4	99.4496	95.85	3.59959	-1.04959
124	92.9	98.3853	96.9208	1.46443	-5.48527
125	83.9	97.0439	98.1792	-1.13531	-13.1439
126	121.8	107.941	99.4458	8.49516	13.859
127	103.9	99.053	100.913	-1.85951	4.84701
128	87.5	89.3964	102.683	-13.287	-1.89637
129	118.9	110.092	104.558	5.53363	8.80804
130	109	112.747	106.896	5.85103	-3.74686
131	112.2	110.89	109.742	1.14882	1.30951
132	100.1	108.773	111.112	-2.33941	-8.67309
133	111.3	106.028	111.167	-5.13843	5.27177
134	102.7	109.584	111.917	-2.33304	-6.88363
135	122.6	116.279	112.679	3.59959	6.32124
136	124.8	114.11	112.646	1.46443	10.6897
137	120.3	111.381	112.517	-1.13531	8.91864
138	118.3	121.653	113.158	8.49516	-3.3535
139	108.7	111.424	113.283	-1.85951	-2.72382
140	100.7	99.963	113.25	-13.287	0.736961
141	124	118.809	113.275	5.53363	5.19137
142	103.1	118.272	112.421	5.85103	-15.1719
143	115	112.511	111.362	1.14882	2.48868
144	112.7	109.244	111.583	-2.33941	3.45608
145	101.7	107.174	112.312	-5.13843	-5.47407
146	111.5	109.688	112.021	-2.33304	1.81221
147	114.4	114.812	111.212	3.59959	-0.412089
148	112.5	113.102	111.637	1.46443	-0.601933
149	107.2	112.019	113.154	-1.13531	-4.81886
150	136.7	122.041	113.546	8.49516	14.659
151	107.8	110.932	112.792	-1.85951	-3.13216
152	94.6	98.0339	111.321	-13.287	-3.43387
153	110.7	115.163	109.629	5.53363	-4.46279
154	126.6	114.268	108.417	5.85103	12.3323
155	127.9	109.015	107.867	1.14882	18.8845
156	109.2	104.056	106.396	-2.33941	5.14358
157	87.1	99.7907	104.929	-5.13843	-12.6907
158	90.8	101.817	104.15	-2.33304	-11.017
159	94.5	106.92	103.321	3.59959	-12.4204
160	103.3	104.006	102.542	1.46443	-0.706099
161	103.2	99.1647	100.3	-1.13531	4.03531
162	105.4	107.153	98.6583	8.49516	-1.7535
163	103.9	96.9655	98.825	-1.85951	6.93451
164	79.8	86.4255	99.7125	-13.287	-6.62554
165	105.6	106.442	100.908	5.53363	-0.84196
166	113	107.605	101.754	5.85103	5.3948
167	87.7	103.19	102.042	1.14882	-15.4905
168	110	99.7814	102.121	-2.33941	10.2186
169	90.3	97.6282	102.767	-5.13843	-7.32823
170	108.9	101.25	103.583	-2.33304	7.64971
171	105.1	108.033	104.433	3.59959	-2.93292
172	113	106.994	105.529	1.46443	6.0064
173	100.4	105.844	106.979	-1.13531	-5.44386
174	110.1	116.012	107.517	8.49516	-5.91183
175	114.7	105.77	107.629	-1.85951	8.93034
176	88.6	94.7339	108.021	-13.287	-6.13387
177	117.2	113.913	108.379	5.53363	3.28721
178	127.7	113.834	107.983	5.85103	13.8656
179	107.8	108.015	106.867	1.14882	-0.21549
180	102.8	104.402	106.742	-2.33941	-1.60225
181	100.2	101.291	106.429	-5.13843	-1.09073
182	108.4	103.471	105.804	-2.33304	4.92887
183	114.2	109.091	105.492	3.59959	5.10874
184	94.4	106.106	104.642	1.46443	-11.7061
185	92.2	102.944	104.079	-1.13531	-10.7439
186	115.3	112.774	104.279	8.49516	2.52567
187	102	103.178	105.038	-1.85951	-1.17799
188	86.3	93.1214	106.408	-13.287	-6.82137
189	112	112.6	107.067	5.53363	-0.600294
190	112.5	113.589	107.738	5.85103	-1.08853
191	109.5	110.253	109.104	1.14882	-0.75299
192	105.9	106.348	108.687	-2.33941	-0.448088
193	115.3	101.42	106.558	-5.13843	13.8801
194	126.2	102.813	105.146	-2.33304	23.3872
195	112.2	108.008	104.408	3.59959	4.19208
196	112.5	104.673	103.208	1.46443	7.82723
197	106.9	100.902	102.038	-1.13531	5.99781
198	90.6	109.441	100.946	8.49516	-18.841
199	75.6	97.6572	99.5167	-1.85951	-22.0572
200	78.8	85.2839	98.5708	-13.287	-6.48387
201	101.8	103.75	98.2167	5.53363	-1.95029
202	93.9	103.109	97.2583	5.85103	-9.20936
203	100	97.8697	96.7208	1.14882	2.13034
204	89.2	95.5773	97.9167	-2.33941	-6.37725
205	97.7	94.6616	99.8	-5.13843	3.03843
206	121.1	98.4003	100.733	-2.33304	22.6997
207	108.8	NA	NA	3.59959	NA
208	92.9	NA	NA	1.46443	NA
209	113.6	NA	NA	-1.13531	NA
210	112.6	NA	NA	8.49516	NA
211	98.8	NA	NA	-1.85951	NA
212	78	NA	NA	-13.287	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 46.8 & NA & NA & -5.13843 & NA \tabularnewline
2 & 52.8 & NA & NA & -2.33304 & NA \tabularnewline
3 & 58.3 & NA & NA & 3.59959 & NA \tabularnewline
4 & 54.5 & NA & NA & 1.46443 & NA \tabularnewline
5 & 64.7 & NA & NA & -1.13531 & NA \tabularnewline
6 & 58.3 & NA & NA & 8.49516 & NA \tabularnewline
7 & 57.5 & 55.3947 & 57.2542 & -1.85951 & 2.10534 \tabularnewline
8 & 56.7 & 44.2964 & 57.5833 & -13.287 & 12.4036 \tabularnewline
9 & 56 & 63.2211 & 57.6875 & 5.53363 & -7.22113 \tabularnewline
10 & 66.2 & 63.7135 & 57.8625 & 5.85103 & 2.48647 \tabularnewline
11 & 58.2 & 59.0155 & 57.8667 & 1.14882 & -0.81549 \tabularnewline
12 & 53.9 & 55.4689 & 57.8083 & -2.33941 & -1.56892 \tabularnewline
13 & 53.1 & 52.8532 & 57.9917 & -5.13843 & 0.246765 \tabularnewline
14 & 54.4 & 55.8378 & 58.1708 & -2.33304 & -1.43779 \tabularnewline
15 & 59.2 & 61.8746 & 58.275 & 3.59959 & -2.67459 \tabularnewline
16 & 57.8 & 59.6728 & 58.2083 & 1.46443 & -1.87277 \tabularnewline
17 & 61.5 & 56.7939 & 57.9292 & -1.13531 & 4.70614 \tabularnewline
18 & 60.1 & 66.6285 & 58.1333 & 8.49516 & -6.5285 \tabularnewline
19 & 60.1 & 56.7655 & 58.625 & -1.85951 & 3.33451 \tabularnewline
20 & 58.4 & 45.4672 & 58.7542 & -13.287 & 12.9328 \tabularnewline
21 & 56.8 & 64.5336 & 59 & 5.53363 & -7.73363 \tabularnewline
22 & 63.8 & 65.176 & 59.325 & 5.85103 & -1.37603 \tabularnewline
23 & 53.9 & 60.6738 & 59.525 & 1.14882 & -6.77382 \tabularnewline
24 & 63.1 & 57.6939 & 60.0333 & -2.33941 & 5.40608 \tabularnewline
25 & 55.7 & 55.2366 & 60.375 & -5.13843 & 0.463432 \tabularnewline
26 & 54.9 & 57.7086 & 60.0417 & -2.33304 & -2.80863 \tabularnewline
27 & 64.6 & 63.7871 & 60.1875 & 3.59959 & 0.812911 \tabularnewline
28 & 60.2 & 62.4061 & 60.9417 & 1.46443 & -2.2061 \tabularnewline
29 & 63.9 & 60.7522 & 61.8875 & -1.13531 & 3.14781 \tabularnewline
30 & 69.9 & 71.3077 & 62.8125 & 8.49516 & -1.40766 \tabularnewline
31 & 58.5 & 61.3072 & 63.1667 & -1.85951 & -2.80716 \tabularnewline
32 & 52 & 50.2339 & 63.5208 & -13.287 & 1.76613 \tabularnewline
33 & 66.7 & 69.4545 & 63.9208 & 5.53363 & -2.75446 \tabularnewline
34 & 72 & 70.226 & 64.375 & 5.85103 & 1.77397 \tabularnewline
35 & 68.4 & 65.8905 & 64.7417 & 1.14882 & 2.50951 \tabularnewline
36 & 70.8 & 62.5481 & 64.8875 & -2.33941 & 8.25191 \tabularnewline
37 & 56.5 & 60.1366 & 65.275 & -5.13843 & -3.63657 \tabularnewline
38 & 62.6 & 63.2503 & 65.5833 & -2.33304 & -0.650294 \tabularnewline
39 & 66.5 & 69.4871 & 65.8875 & 3.59959 & -2.98709 \tabularnewline
40 & 69.2 & 67.9228 & 66.4583 & 1.46443 & 1.27723 \tabularnewline
41 & 63.7 & 65.6939 & 66.8292 & -1.13531 & -1.99386 \tabularnewline
42 & 73.6 & 75.4035 & 66.9083 & 8.49516 & -1.8035 \tabularnewline
43 & 64.1 & 65.5072 & 67.3667 & -1.85951 & -1.40716 \tabularnewline
44 & 53.8 & 54.9005 & 68.1875 & -13.287 & -1.10054 \tabularnewline
45 & 72.2 & 75.067 & 69.5333 & 5.53363 & -2.86696 \tabularnewline
46 & 80.2 & 77.126 & 71.275 & 5.85103 & 3.07397 \tabularnewline
47 & 69.1 & 73.6488 & 72.5 & 1.14882 & -4.54882 \tabularnewline
48 & 72 & 71.0939 & 73.4333 & -2.33941 & 0.906079 \tabularnewline
49 & 66.3 & 69.0574 & 74.1958 & -5.13843 & -2.7574 \tabularnewline
50 & 72.5 & 72.8503 & 75.1833 & -2.33304 & -0.350294 \tabularnewline
51 & 88.9 & 80.2871 & 76.6875 & 3.59959 & 8.61291 \tabularnewline
52 & 88.6 & 79.1436 & 77.6792 & 1.46443 & 9.4564 \tabularnewline
53 & 73.7 & 77.4272 & 78.5625 & -1.13531 & -3.72719 \tabularnewline
54 & 86 & 88.091 & 79.5958 & 8.49516 & -2.091 \tabularnewline
55 & 70 & 78.303 & 80.1625 & -1.85951 & -8.30299 \tabularnewline
56 & 71.6 & 66.7797 & 80.0667 & -13.287 & 4.82029 \tabularnewline
57 & 90.5 & 85.2045 & 79.6708 & 5.53363 & 5.29554 \tabularnewline
58 & 85.7 & 84.8885 & 79.0375 & 5.85103 & 0.811471 \tabularnewline
59 & 84.8 & 79.9197 & 78.7708 & 1.14882 & 4.88034 \tabularnewline
60 & 81.1 & 76.6523 & 78.9917 & -2.33941 & 4.44775 \tabularnewline
61 & 70.8 & 74.0616 & 79.2 & -5.13843 & -3.26157 \tabularnewline
62 & 65.7 & 77.017 & 79.35 & -2.33304 & -11.317 \tabularnewline
63 & 86.2 & 82.6288 & 79.0292 & 3.59959 & 3.57124 \tabularnewline
64 & 76.1 & 79.8186 & 78.3542 & 1.46443 & -3.7186 \tabularnewline
65 & 79.8 & 76.4772 & 77.6125 & -1.13531 & 3.32281 \tabularnewline
66 & 85.2 & 85.2868 & 76.7917 & 8.49516 & -0.0868285 \tabularnewline
67 & 75.8 & 74.3072 & 76.1667 & -1.85951 & 1.49284 \tabularnewline
68 & 69.4 & 62.7505 & 76.0375 & -13.287 & 6.64946 \tabularnewline
69 & 85 & 81.0003 & 75.4667 & 5.53363 & 3.99971 \tabularnewline
70 & 75 & 80.4344 & 74.5833 & 5.85103 & -5.43436 \tabularnewline
71 & 77.7 & 75.253 & 74.1042 & 1.14882 & 2.44701 \tabularnewline
72 & 68.5 & 71.6398 & 73.9792 & -2.33941 & -3.13975 \tabularnewline
73 & 68.4 & 68.6824 & 73.8208 & -5.13843 & -0.282401 \tabularnewline
74 & 65 & 70.8378 & 73.1708 & -2.33304 & -5.83779 \tabularnewline
75 & 73.2 & 75.8954 & 72.2958 & 3.59959 & -2.69542 \tabularnewline
76 & 67.9 & 73.4978 & 72.0333 & 1.46443 & -5.59777 \tabularnewline
77 & 76.5 & 70.948 & 72.0833 & -1.13531 & 5.55197 \tabularnewline
78 & 85.5 & 80.4368 & 71.9417 & 8.49516 & 5.06317 \tabularnewline
79 & 71.7 & 70.2822 & 72.1417 & -1.85951 & 1.41784 \tabularnewline
80 & 57.9 & 59.163 & 72.45 & -13.287 & -1.26304 \tabularnewline
81 & 75.5 & 78.1045 & 72.5708 & 5.53363 & -2.60446 \tabularnewline
82 & 78.2 & 78.5594 & 72.7083 & 5.85103 & -0.359362 \tabularnewline
83 & 75.7 & 73.9072 & 72.7583 & 1.14882 & 1.79284 \tabularnewline
84 & 67.1 & 70.2689 & 72.6083 & -2.33941 & -3.16892 \tabularnewline
85 & 74.6 & 67.7699 & 72.9083 & -5.13843 & 6.8301 \tabularnewline
86 & 66.2 & 71.117 & 73.45 & -2.33304 & -4.91696 \tabularnewline
87 & 74.9 & 76.9788 & 73.3792 & 3.59959 & -2.07876 \tabularnewline
88 & 69.5 & 74.7978 & 73.3333 & 1.46443 & -5.29777 \tabularnewline
89 & 76.1 & 72.2814 & 73.4167 & -1.13531 & 3.81864 \tabularnewline
90 & 82.3 & 81.6243 & 73.1292 & 8.49516 & 0.675671 \tabularnewline
91 & 82.1 & 71.4155 & 73.275 & -1.85951 & 10.6845 \tabularnewline
92 & 60.5 & 61.1714 & 74.4583 & -13.287 & -0.671372 \tabularnewline
93 & 71.2 & 81.4878 & 75.9542 & 5.53363 & -10.2878 \tabularnewline
94 & 81.4 & 83.4344 & 77.5833 & 5.85103 & -2.03436 \tabularnewline
95 & 74.5 & 80.0905 & 78.9417 & 1.14882 & -5.59049 \tabularnewline
96 & 61.4 & 77.6314 & 79.9708 & -2.33941 & -16.2314 \tabularnewline
97 & 83.8 & 75.3907 & 80.5292 & -5.13843 & 8.40927 \tabularnewline
98 & 85.4 & 78.5795 & 80.9125 & -2.33304 & 6.82054 \tabularnewline
99 & 91.6 & 86.0913 & 82.4917 & 3.59959 & 5.50874 \tabularnewline
100 & 91.9 & 85.6519 & 84.1875 & 1.46443 & 6.24807 \tabularnewline
101 & 86.3 & 84.0147 & 85.15 & -1.13531 & 2.28531 \tabularnewline
102 & 96.8 & 95.3702 & 86.875 & 8.49516 & 1.42984 \tabularnewline
103 & 81 & 86.2155 & 88.075 & -1.85951 & -5.21549 \tabularnewline
104 & 70.8 & 74.2755 & 87.5625 & -13.287 & -3.47554 \tabularnewline
105 & 98.8 & 92.4878 & 86.9542 & 5.53363 & 6.31221 \tabularnewline
106 & 94.5 & 92.4177 & 86.5667 & 5.85103 & 2.0823 \tabularnewline
107 & 84.5 & 87.5947 & 86.4458 & 1.14882 & -3.09466 \tabularnewline
108 & 92.8 & 84.4314 & 86.7708 & -2.33941 & 8.36858 \tabularnewline
109 & 81.2 & 82.5366 & 87.675 & -5.13843 & -1.33657 \tabularnewline
110 & 75.7 & 86.2461 & 88.5792 & -2.33304 & -10.5461 \tabularnewline
111 & 86.7 & 92.7621 & 89.1625 & 3.59959 & -6.06209 \tabularnewline
112 & 87.5 & 90.9978 & 89.5333 & 1.46443 & -3.49777 \tabularnewline
113 & 87.8 & 88.898 & 90.0333 & -1.13531 & -1.09803 \tabularnewline
114 & 103.1 & 98.7202 & 90.225 & 8.49516 & 4.37984 \tabularnewline
115 & 96.4 & 88.4572 & 90.3167 & -1.85951 & 7.94284 \tabularnewline
116 & 77.1 & 77.638 & 90.925 & -13.287 & -0.538039 \tabularnewline
117 & 106.5 & 97.2045 & 91.6708 & 5.53363 & 9.29554 \tabularnewline
118 & 95.7 & 98.2344 & 92.3833 & 5.85103 & -2.53436 \tabularnewline
119 & 95.3 & 93.5947 & 92.4458 & 1.14882 & 1.70534 \tabularnewline
120 & 86.6 & 90.7231 & 93.0625 & -2.33941 & -4.12309 \tabularnewline
121 & 89.6 & 89.0157 & 94.1542 & -5.13843 & 0.584265 \tabularnewline
122 & 81.9 & 92.567 & 94.9 & -2.33304 & -10.667 \tabularnewline
123 & 98.4 & 99.4496 & 95.85 & 3.59959 & -1.04959 \tabularnewline
124 & 92.9 & 98.3853 & 96.9208 & 1.46443 & -5.48527 \tabularnewline
125 & 83.9 & 97.0439 & 98.1792 & -1.13531 & -13.1439 \tabularnewline
126 & 121.8 & 107.941 & 99.4458 & 8.49516 & 13.859 \tabularnewline
127 & 103.9 & 99.053 & 100.913 & -1.85951 & 4.84701 \tabularnewline
128 & 87.5 & 89.3964 & 102.683 & -13.287 & -1.89637 \tabularnewline
129 & 118.9 & 110.092 & 104.558 & 5.53363 & 8.80804 \tabularnewline
130 & 109 & 112.747 & 106.896 & 5.85103 & -3.74686 \tabularnewline
131 & 112.2 & 110.89 & 109.742 & 1.14882 & 1.30951 \tabularnewline
132 & 100.1 & 108.773 & 111.112 & -2.33941 & -8.67309 \tabularnewline
133 & 111.3 & 106.028 & 111.167 & -5.13843 & 5.27177 \tabularnewline
134 & 102.7 & 109.584 & 111.917 & -2.33304 & -6.88363 \tabularnewline
135 & 122.6 & 116.279 & 112.679 & 3.59959 & 6.32124 \tabularnewline
136 & 124.8 & 114.11 & 112.646 & 1.46443 & 10.6897 \tabularnewline
137 & 120.3 & 111.381 & 112.517 & -1.13531 & 8.91864 \tabularnewline
138 & 118.3 & 121.653 & 113.158 & 8.49516 & -3.3535 \tabularnewline
139 & 108.7 & 111.424 & 113.283 & -1.85951 & -2.72382 \tabularnewline
140 & 100.7 & 99.963 & 113.25 & -13.287 & 0.736961 \tabularnewline
141 & 124 & 118.809 & 113.275 & 5.53363 & 5.19137 \tabularnewline
142 & 103.1 & 118.272 & 112.421 & 5.85103 & -15.1719 \tabularnewline
143 & 115 & 112.511 & 111.362 & 1.14882 & 2.48868 \tabularnewline
144 & 112.7 & 109.244 & 111.583 & -2.33941 & 3.45608 \tabularnewline
145 & 101.7 & 107.174 & 112.312 & -5.13843 & -5.47407 \tabularnewline
146 & 111.5 & 109.688 & 112.021 & -2.33304 & 1.81221 \tabularnewline
147 & 114.4 & 114.812 & 111.212 & 3.59959 & -0.412089 \tabularnewline
148 & 112.5 & 113.102 & 111.637 & 1.46443 & -0.601933 \tabularnewline
149 & 107.2 & 112.019 & 113.154 & -1.13531 & -4.81886 \tabularnewline
150 & 136.7 & 122.041 & 113.546 & 8.49516 & 14.659 \tabularnewline
151 & 107.8 & 110.932 & 112.792 & -1.85951 & -3.13216 \tabularnewline
152 & 94.6 & 98.0339 & 111.321 & -13.287 & -3.43387 \tabularnewline
153 & 110.7 & 115.163 & 109.629 & 5.53363 & -4.46279 \tabularnewline
154 & 126.6 & 114.268 & 108.417 & 5.85103 & 12.3323 \tabularnewline
155 & 127.9 & 109.015 & 107.867 & 1.14882 & 18.8845 \tabularnewline
156 & 109.2 & 104.056 & 106.396 & -2.33941 & 5.14358 \tabularnewline
157 & 87.1 & 99.7907 & 104.929 & -5.13843 & -12.6907 \tabularnewline
158 & 90.8 & 101.817 & 104.15 & -2.33304 & -11.017 \tabularnewline
159 & 94.5 & 106.92 & 103.321 & 3.59959 & -12.4204 \tabularnewline
160 & 103.3 & 104.006 & 102.542 & 1.46443 & -0.706099 \tabularnewline
161 & 103.2 & 99.1647 & 100.3 & -1.13531 & 4.03531 \tabularnewline
162 & 105.4 & 107.153 & 98.6583 & 8.49516 & -1.7535 \tabularnewline
163 & 103.9 & 96.9655 & 98.825 & -1.85951 & 6.93451 \tabularnewline
164 & 79.8 & 86.4255 & 99.7125 & -13.287 & -6.62554 \tabularnewline
165 & 105.6 & 106.442 & 100.908 & 5.53363 & -0.84196 \tabularnewline
166 & 113 & 107.605 & 101.754 & 5.85103 & 5.3948 \tabularnewline
167 & 87.7 & 103.19 & 102.042 & 1.14882 & -15.4905 \tabularnewline
168 & 110 & 99.7814 & 102.121 & -2.33941 & 10.2186 \tabularnewline
169 & 90.3 & 97.6282 & 102.767 & -5.13843 & -7.32823 \tabularnewline
170 & 108.9 & 101.25 & 103.583 & -2.33304 & 7.64971 \tabularnewline
171 & 105.1 & 108.033 & 104.433 & 3.59959 & -2.93292 \tabularnewline
172 & 113 & 106.994 & 105.529 & 1.46443 & 6.0064 \tabularnewline
173 & 100.4 & 105.844 & 106.979 & -1.13531 & -5.44386 \tabularnewline
174 & 110.1 & 116.012 & 107.517 & 8.49516 & -5.91183 \tabularnewline
175 & 114.7 & 105.77 & 107.629 & -1.85951 & 8.93034 \tabularnewline
176 & 88.6 & 94.7339 & 108.021 & -13.287 & -6.13387 \tabularnewline
177 & 117.2 & 113.913 & 108.379 & 5.53363 & 3.28721 \tabularnewline
178 & 127.7 & 113.834 & 107.983 & 5.85103 & 13.8656 \tabularnewline
179 & 107.8 & 108.015 & 106.867 & 1.14882 & -0.21549 \tabularnewline
180 & 102.8 & 104.402 & 106.742 & -2.33941 & -1.60225 \tabularnewline
181 & 100.2 & 101.291 & 106.429 & -5.13843 & -1.09073 \tabularnewline
182 & 108.4 & 103.471 & 105.804 & -2.33304 & 4.92887 \tabularnewline
183 & 114.2 & 109.091 & 105.492 & 3.59959 & 5.10874 \tabularnewline
184 & 94.4 & 106.106 & 104.642 & 1.46443 & -11.7061 \tabularnewline
185 & 92.2 & 102.944 & 104.079 & -1.13531 & -10.7439 \tabularnewline
186 & 115.3 & 112.774 & 104.279 & 8.49516 & 2.52567 \tabularnewline
187 & 102 & 103.178 & 105.038 & -1.85951 & -1.17799 \tabularnewline
188 & 86.3 & 93.1214 & 106.408 & -13.287 & -6.82137 \tabularnewline
189 & 112 & 112.6 & 107.067 & 5.53363 & -0.600294 \tabularnewline
190 & 112.5 & 113.589 & 107.738 & 5.85103 & -1.08853 \tabularnewline
191 & 109.5 & 110.253 & 109.104 & 1.14882 & -0.75299 \tabularnewline
192 & 105.9 & 106.348 & 108.687 & -2.33941 & -0.448088 \tabularnewline
193 & 115.3 & 101.42 & 106.558 & -5.13843 & 13.8801 \tabularnewline
194 & 126.2 & 102.813 & 105.146 & -2.33304 & 23.3872 \tabularnewline
195 & 112.2 & 108.008 & 104.408 & 3.59959 & 4.19208 \tabularnewline
196 & 112.5 & 104.673 & 103.208 & 1.46443 & 7.82723 \tabularnewline
197 & 106.9 & 100.902 & 102.038 & -1.13531 & 5.99781 \tabularnewline
198 & 90.6 & 109.441 & 100.946 & 8.49516 & -18.841 \tabularnewline
199 & 75.6 & 97.6572 & 99.5167 & -1.85951 & -22.0572 \tabularnewline
200 & 78.8 & 85.2839 & 98.5708 & -13.287 & -6.48387 \tabularnewline
201 & 101.8 & 103.75 & 98.2167 & 5.53363 & -1.95029 \tabularnewline
202 & 93.9 & 103.109 & 97.2583 & 5.85103 & -9.20936 \tabularnewline
203 & 100 & 97.8697 & 96.7208 & 1.14882 & 2.13034 \tabularnewline
204 & 89.2 & 95.5773 & 97.9167 & -2.33941 & -6.37725 \tabularnewline
205 & 97.7 & 94.6616 & 99.8 & -5.13843 & 3.03843 \tabularnewline
206 & 121.1 & 98.4003 & 100.733 & -2.33304 & 22.6997 \tabularnewline
207 & 108.8 & NA & NA & 3.59959 & NA \tabularnewline
208 & 92.9 & NA & NA & 1.46443 & NA \tabularnewline
209 & 113.6 & NA & NA & -1.13531 & NA \tabularnewline
210 & 112.6 & NA & NA & 8.49516 & NA \tabularnewline
211 & 98.8 & NA & NA & -1.85951 & NA \tabularnewline
212 & 78 & NA & NA & -13.287 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310488&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]46.8[/C][C]NA[/C][C]NA[/C][C]-5.13843[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]52.8[/C][C]NA[/C][C]NA[/C][C]-2.33304[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]58.3[/C][C]NA[/C][C]NA[/C][C]3.59959[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]54.5[/C][C]NA[/C][C]NA[/C][C]1.46443[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]64.7[/C][C]NA[/C][C]NA[/C][C]-1.13531[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]58.3[/C][C]NA[/C][C]NA[/C][C]8.49516[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]57.5[/C][C]55.3947[/C][C]57.2542[/C][C]-1.85951[/C][C]2.10534[/C][/ROW]
[ROW][C]8[/C][C]56.7[/C][C]44.2964[/C][C]57.5833[/C][C]-13.287[/C][C]12.4036[/C][/ROW]
[ROW][C]9[/C][C]56[/C][C]63.2211[/C][C]57.6875[/C][C]5.53363[/C][C]-7.22113[/C][/ROW]
[ROW][C]10[/C][C]66.2[/C][C]63.7135[/C][C]57.8625[/C][C]5.85103[/C][C]2.48647[/C][/ROW]
[ROW][C]11[/C][C]58.2[/C][C]59.0155[/C][C]57.8667[/C][C]1.14882[/C][C]-0.81549[/C][/ROW]
[ROW][C]12[/C][C]53.9[/C][C]55.4689[/C][C]57.8083[/C][C]-2.33941[/C][C]-1.56892[/C][/ROW]
[ROW][C]13[/C][C]53.1[/C][C]52.8532[/C][C]57.9917[/C][C]-5.13843[/C][C]0.246765[/C][/ROW]
[ROW][C]14[/C][C]54.4[/C][C]55.8378[/C][C]58.1708[/C][C]-2.33304[/C][C]-1.43779[/C][/ROW]
[ROW][C]15[/C][C]59.2[/C][C]61.8746[/C][C]58.275[/C][C]3.59959[/C][C]-2.67459[/C][/ROW]
[ROW][C]16[/C][C]57.8[/C][C]59.6728[/C][C]58.2083[/C][C]1.46443[/C][C]-1.87277[/C][/ROW]
[ROW][C]17[/C][C]61.5[/C][C]56.7939[/C][C]57.9292[/C][C]-1.13531[/C][C]4.70614[/C][/ROW]
[ROW][C]18[/C][C]60.1[/C][C]66.6285[/C][C]58.1333[/C][C]8.49516[/C][C]-6.5285[/C][/ROW]
[ROW][C]19[/C][C]60.1[/C][C]56.7655[/C][C]58.625[/C][C]-1.85951[/C][C]3.33451[/C][/ROW]
[ROW][C]20[/C][C]58.4[/C][C]45.4672[/C][C]58.7542[/C][C]-13.287[/C][C]12.9328[/C][/ROW]
[ROW][C]21[/C][C]56.8[/C][C]64.5336[/C][C]59[/C][C]5.53363[/C][C]-7.73363[/C][/ROW]
[ROW][C]22[/C][C]63.8[/C][C]65.176[/C][C]59.325[/C][C]5.85103[/C][C]-1.37603[/C][/ROW]
[ROW][C]23[/C][C]53.9[/C][C]60.6738[/C][C]59.525[/C][C]1.14882[/C][C]-6.77382[/C][/ROW]
[ROW][C]24[/C][C]63.1[/C][C]57.6939[/C][C]60.0333[/C][C]-2.33941[/C][C]5.40608[/C][/ROW]
[ROW][C]25[/C][C]55.7[/C][C]55.2366[/C][C]60.375[/C][C]-5.13843[/C][C]0.463432[/C][/ROW]
[ROW][C]26[/C][C]54.9[/C][C]57.7086[/C][C]60.0417[/C][C]-2.33304[/C][C]-2.80863[/C][/ROW]
[ROW][C]27[/C][C]64.6[/C][C]63.7871[/C][C]60.1875[/C][C]3.59959[/C][C]0.812911[/C][/ROW]
[ROW][C]28[/C][C]60.2[/C][C]62.4061[/C][C]60.9417[/C][C]1.46443[/C][C]-2.2061[/C][/ROW]
[ROW][C]29[/C][C]63.9[/C][C]60.7522[/C][C]61.8875[/C][C]-1.13531[/C][C]3.14781[/C][/ROW]
[ROW][C]30[/C][C]69.9[/C][C]71.3077[/C][C]62.8125[/C][C]8.49516[/C][C]-1.40766[/C][/ROW]
[ROW][C]31[/C][C]58.5[/C][C]61.3072[/C][C]63.1667[/C][C]-1.85951[/C][C]-2.80716[/C][/ROW]
[ROW][C]32[/C][C]52[/C][C]50.2339[/C][C]63.5208[/C][C]-13.287[/C][C]1.76613[/C][/ROW]
[ROW][C]33[/C][C]66.7[/C][C]69.4545[/C][C]63.9208[/C][C]5.53363[/C][C]-2.75446[/C][/ROW]
[ROW][C]34[/C][C]72[/C][C]70.226[/C][C]64.375[/C][C]5.85103[/C][C]1.77397[/C][/ROW]
[ROW][C]35[/C][C]68.4[/C][C]65.8905[/C][C]64.7417[/C][C]1.14882[/C][C]2.50951[/C][/ROW]
[ROW][C]36[/C][C]70.8[/C][C]62.5481[/C][C]64.8875[/C][C]-2.33941[/C][C]8.25191[/C][/ROW]
[ROW][C]37[/C][C]56.5[/C][C]60.1366[/C][C]65.275[/C][C]-5.13843[/C][C]-3.63657[/C][/ROW]
[ROW][C]38[/C][C]62.6[/C][C]63.2503[/C][C]65.5833[/C][C]-2.33304[/C][C]-0.650294[/C][/ROW]
[ROW][C]39[/C][C]66.5[/C][C]69.4871[/C][C]65.8875[/C][C]3.59959[/C][C]-2.98709[/C][/ROW]
[ROW][C]40[/C][C]69.2[/C][C]67.9228[/C][C]66.4583[/C][C]1.46443[/C][C]1.27723[/C][/ROW]
[ROW][C]41[/C][C]63.7[/C][C]65.6939[/C][C]66.8292[/C][C]-1.13531[/C][C]-1.99386[/C][/ROW]
[ROW][C]42[/C][C]73.6[/C][C]75.4035[/C][C]66.9083[/C][C]8.49516[/C][C]-1.8035[/C][/ROW]
[ROW][C]43[/C][C]64.1[/C][C]65.5072[/C][C]67.3667[/C][C]-1.85951[/C][C]-1.40716[/C][/ROW]
[ROW][C]44[/C][C]53.8[/C][C]54.9005[/C][C]68.1875[/C][C]-13.287[/C][C]-1.10054[/C][/ROW]
[ROW][C]45[/C][C]72.2[/C][C]75.067[/C][C]69.5333[/C][C]5.53363[/C][C]-2.86696[/C][/ROW]
[ROW][C]46[/C][C]80.2[/C][C]77.126[/C][C]71.275[/C][C]5.85103[/C][C]3.07397[/C][/ROW]
[ROW][C]47[/C][C]69.1[/C][C]73.6488[/C][C]72.5[/C][C]1.14882[/C][C]-4.54882[/C][/ROW]
[ROW][C]48[/C][C]72[/C][C]71.0939[/C][C]73.4333[/C][C]-2.33941[/C][C]0.906079[/C][/ROW]
[ROW][C]49[/C][C]66.3[/C][C]69.0574[/C][C]74.1958[/C][C]-5.13843[/C][C]-2.7574[/C][/ROW]
[ROW][C]50[/C][C]72.5[/C][C]72.8503[/C][C]75.1833[/C][C]-2.33304[/C][C]-0.350294[/C][/ROW]
[ROW][C]51[/C][C]88.9[/C][C]80.2871[/C][C]76.6875[/C][C]3.59959[/C][C]8.61291[/C][/ROW]
[ROW][C]52[/C][C]88.6[/C][C]79.1436[/C][C]77.6792[/C][C]1.46443[/C][C]9.4564[/C][/ROW]
[ROW][C]53[/C][C]73.7[/C][C]77.4272[/C][C]78.5625[/C][C]-1.13531[/C][C]-3.72719[/C][/ROW]
[ROW][C]54[/C][C]86[/C][C]88.091[/C][C]79.5958[/C][C]8.49516[/C][C]-2.091[/C][/ROW]
[ROW][C]55[/C][C]70[/C][C]78.303[/C][C]80.1625[/C][C]-1.85951[/C][C]-8.30299[/C][/ROW]
[ROW][C]56[/C][C]71.6[/C][C]66.7797[/C][C]80.0667[/C][C]-13.287[/C][C]4.82029[/C][/ROW]
[ROW][C]57[/C][C]90.5[/C][C]85.2045[/C][C]79.6708[/C][C]5.53363[/C][C]5.29554[/C][/ROW]
[ROW][C]58[/C][C]85.7[/C][C]84.8885[/C][C]79.0375[/C][C]5.85103[/C][C]0.811471[/C][/ROW]
[ROW][C]59[/C][C]84.8[/C][C]79.9197[/C][C]78.7708[/C][C]1.14882[/C][C]4.88034[/C][/ROW]
[ROW][C]60[/C][C]81.1[/C][C]76.6523[/C][C]78.9917[/C][C]-2.33941[/C][C]4.44775[/C][/ROW]
[ROW][C]61[/C][C]70.8[/C][C]74.0616[/C][C]79.2[/C][C]-5.13843[/C][C]-3.26157[/C][/ROW]
[ROW][C]62[/C][C]65.7[/C][C]77.017[/C][C]79.35[/C][C]-2.33304[/C][C]-11.317[/C][/ROW]
[ROW][C]63[/C][C]86.2[/C][C]82.6288[/C][C]79.0292[/C][C]3.59959[/C][C]3.57124[/C][/ROW]
[ROW][C]64[/C][C]76.1[/C][C]79.8186[/C][C]78.3542[/C][C]1.46443[/C][C]-3.7186[/C][/ROW]
[ROW][C]65[/C][C]79.8[/C][C]76.4772[/C][C]77.6125[/C][C]-1.13531[/C][C]3.32281[/C][/ROW]
[ROW][C]66[/C][C]85.2[/C][C]85.2868[/C][C]76.7917[/C][C]8.49516[/C][C]-0.0868285[/C][/ROW]
[ROW][C]67[/C][C]75.8[/C][C]74.3072[/C][C]76.1667[/C][C]-1.85951[/C][C]1.49284[/C][/ROW]
[ROW][C]68[/C][C]69.4[/C][C]62.7505[/C][C]76.0375[/C][C]-13.287[/C][C]6.64946[/C][/ROW]
[ROW][C]69[/C][C]85[/C][C]81.0003[/C][C]75.4667[/C][C]5.53363[/C][C]3.99971[/C][/ROW]
[ROW][C]70[/C][C]75[/C][C]80.4344[/C][C]74.5833[/C][C]5.85103[/C][C]-5.43436[/C][/ROW]
[ROW][C]71[/C][C]77.7[/C][C]75.253[/C][C]74.1042[/C][C]1.14882[/C][C]2.44701[/C][/ROW]
[ROW][C]72[/C][C]68.5[/C][C]71.6398[/C][C]73.9792[/C][C]-2.33941[/C][C]-3.13975[/C][/ROW]
[ROW][C]73[/C][C]68.4[/C][C]68.6824[/C][C]73.8208[/C][C]-5.13843[/C][C]-0.282401[/C][/ROW]
[ROW][C]74[/C][C]65[/C][C]70.8378[/C][C]73.1708[/C][C]-2.33304[/C][C]-5.83779[/C][/ROW]
[ROW][C]75[/C][C]73.2[/C][C]75.8954[/C][C]72.2958[/C][C]3.59959[/C][C]-2.69542[/C][/ROW]
[ROW][C]76[/C][C]67.9[/C][C]73.4978[/C][C]72.0333[/C][C]1.46443[/C][C]-5.59777[/C][/ROW]
[ROW][C]77[/C][C]76.5[/C][C]70.948[/C][C]72.0833[/C][C]-1.13531[/C][C]5.55197[/C][/ROW]
[ROW][C]78[/C][C]85.5[/C][C]80.4368[/C][C]71.9417[/C][C]8.49516[/C][C]5.06317[/C][/ROW]
[ROW][C]79[/C][C]71.7[/C][C]70.2822[/C][C]72.1417[/C][C]-1.85951[/C][C]1.41784[/C][/ROW]
[ROW][C]80[/C][C]57.9[/C][C]59.163[/C][C]72.45[/C][C]-13.287[/C][C]-1.26304[/C][/ROW]
[ROW][C]81[/C][C]75.5[/C][C]78.1045[/C][C]72.5708[/C][C]5.53363[/C][C]-2.60446[/C][/ROW]
[ROW][C]82[/C][C]78.2[/C][C]78.5594[/C][C]72.7083[/C][C]5.85103[/C][C]-0.359362[/C][/ROW]
[ROW][C]83[/C][C]75.7[/C][C]73.9072[/C][C]72.7583[/C][C]1.14882[/C][C]1.79284[/C][/ROW]
[ROW][C]84[/C][C]67.1[/C][C]70.2689[/C][C]72.6083[/C][C]-2.33941[/C][C]-3.16892[/C][/ROW]
[ROW][C]85[/C][C]74.6[/C][C]67.7699[/C][C]72.9083[/C][C]-5.13843[/C][C]6.8301[/C][/ROW]
[ROW][C]86[/C][C]66.2[/C][C]71.117[/C][C]73.45[/C][C]-2.33304[/C][C]-4.91696[/C][/ROW]
[ROW][C]87[/C][C]74.9[/C][C]76.9788[/C][C]73.3792[/C][C]3.59959[/C][C]-2.07876[/C][/ROW]
[ROW][C]88[/C][C]69.5[/C][C]74.7978[/C][C]73.3333[/C][C]1.46443[/C][C]-5.29777[/C][/ROW]
[ROW][C]89[/C][C]76.1[/C][C]72.2814[/C][C]73.4167[/C][C]-1.13531[/C][C]3.81864[/C][/ROW]
[ROW][C]90[/C][C]82.3[/C][C]81.6243[/C][C]73.1292[/C][C]8.49516[/C][C]0.675671[/C][/ROW]
[ROW][C]91[/C][C]82.1[/C][C]71.4155[/C][C]73.275[/C][C]-1.85951[/C][C]10.6845[/C][/ROW]
[ROW][C]92[/C][C]60.5[/C][C]61.1714[/C][C]74.4583[/C][C]-13.287[/C][C]-0.671372[/C][/ROW]
[ROW][C]93[/C][C]71.2[/C][C]81.4878[/C][C]75.9542[/C][C]5.53363[/C][C]-10.2878[/C][/ROW]
[ROW][C]94[/C][C]81.4[/C][C]83.4344[/C][C]77.5833[/C][C]5.85103[/C][C]-2.03436[/C][/ROW]
[ROW][C]95[/C][C]74.5[/C][C]80.0905[/C][C]78.9417[/C][C]1.14882[/C][C]-5.59049[/C][/ROW]
[ROW][C]96[/C][C]61.4[/C][C]77.6314[/C][C]79.9708[/C][C]-2.33941[/C][C]-16.2314[/C][/ROW]
[ROW][C]97[/C][C]83.8[/C][C]75.3907[/C][C]80.5292[/C][C]-5.13843[/C][C]8.40927[/C][/ROW]
[ROW][C]98[/C][C]85.4[/C][C]78.5795[/C][C]80.9125[/C][C]-2.33304[/C][C]6.82054[/C][/ROW]
[ROW][C]99[/C][C]91.6[/C][C]86.0913[/C][C]82.4917[/C][C]3.59959[/C][C]5.50874[/C][/ROW]
[ROW][C]100[/C][C]91.9[/C][C]85.6519[/C][C]84.1875[/C][C]1.46443[/C][C]6.24807[/C][/ROW]
[ROW][C]101[/C][C]86.3[/C][C]84.0147[/C][C]85.15[/C][C]-1.13531[/C][C]2.28531[/C][/ROW]
[ROW][C]102[/C][C]96.8[/C][C]95.3702[/C][C]86.875[/C][C]8.49516[/C][C]1.42984[/C][/ROW]
[ROW][C]103[/C][C]81[/C][C]86.2155[/C][C]88.075[/C][C]-1.85951[/C][C]-5.21549[/C][/ROW]
[ROW][C]104[/C][C]70.8[/C][C]74.2755[/C][C]87.5625[/C][C]-13.287[/C][C]-3.47554[/C][/ROW]
[ROW][C]105[/C][C]98.8[/C][C]92.4878[/C][C]86.9542[/C][C]5.53363[/C][C]6.31221[/C][/ROW]
[ROW][C]106[/C][C]94.5[/C][C]92.4177[/C][C]86.5667[/C][C]5.85103[/C][C]2.0823[/C][/ROW]
[ROW][C]107[/C][C]84.5[/C][C]87.5947[/C][C]86.4458[/C][C]1.14882[/C][C]-3.09466[/C][/ROW]
[ROW][C]108[/C][C]92.8[/C][C]84.4314[/C][C]86.7708[/C][C]-2.33941[/C][C]8.36858[/C][/ROW]
[ROW][C]109[/C][C]81.2[/C][C]82.5366[/C][C]87.675[/C][C]-5.13843[/C][C]-1.33657[/C][/ROW]
[ROW][C]110[/C][C]75.7[/C][C]86.2461[/C][C]88.5792[/C][C]-2.33304[/C][C]-10.5461[/C][/ROW]
[ROW][C]111[/C][C]86.7[/C][C]92.7621[/C][C]89.1625[/C][C]3.59959[/C][C]-6.06209[/C][/ROW]
[ROW][C]112[/C][C]87.5[/C][C]90.9978[/C][C]89.5333[/C][C]1.46443[/C][C]-3.49777[/C][/ROW]
[ROW][C]113[/C][C]87.8[/C][C]88.898[/C][C]90.0333[/C][C]-1.13531[/C][C]-1.09803[/C][/ROW]
[ROW][C]114[/C][C]103.1[/C][C]98.7202[/C][C]90.225[/C][C]8.49516[/C][C]4.37984[/C][/ROW]
[ROW][C]115[/C][C]96.4[/C][C]88.4572[/C][C]90.3167[/C][C]-1.85951[/C][C]7.94284[/C][/ROW]
[ROW][C]116[/C][C]77.1[/C][C]77.638[/C][C]90.925[/C][C]-13.287[/C][C]-0.538039[/C][/ROW]
[ROW][C]117[/C][C]106.5[/C][C]97.2045[/C][C]91.6708[/C][C]5.53363[/C][C]9.29554[/C][/ROW]
[ROW][C]118[/C][C]95.7[/C][C]98.2344[/C][C]92.3833[/C][C]5.85103[/C][C]-2.53436[/C][/ROW]
[ROW][C]119[/C][C]95.3[/C][C]93.5947[/C][C]92.4458[/C][C]1.14882[/C][C]1.70534[/C][/ROW]
[ROW][C]120[/C][C]86.6[/C][C]90.7231[/C][C]93.0625[/C][C]-2.33941[/C][C]-4.12309[/C][/ROW]
[ROW][C]121[/C][C]89.6[/C][C]89.0157[/C][C]94.1542[/C][C]-5.13843[/C][C]0.584265[/C][/ROW]
[ROW][C]122[/C][C]81.9[/C][C]92.567[/C][C]94.9[/C][C]-2.33304[/C][C]-10.667[/C][/ROW]
[ROW][C]123[/C][C]98.4[/C][C]99.4496[/C][C]95.85[/C][C]3.59959[/C][C]-1.04959[/C][/ROW]
[ROW][C]124[/C][C]92.9[/C][C]98.3853[/C][C]96.9208[/C][C]1.46443[/C][C]-5.48527[/C][/ROW]
[ROW][C]125[/C][C]83.9[/C][C]97.0439[/C][C]98.1792[/C][C]-1.13531[/C][C]-13.1439[/C][/ROW]
[ROW][C]126[/C][C]121.8[/C][C]107.941[/C][C]99.4458[/C][C]8.49516[/C][C]13.859[/C][/ROW]
[ROW][C]127[/C][C]103.9[/C][C]99.053[/C][C]100.913[/C][C]-1.85951[/C][C]4.84701[/C][/ROW]
[ROW][C]128[/C][C]87.5[/C][C]89.3964[/C][C]102.683[/C][C]-13.287[/C][C]-1.89637[/C][/ROW]
[ROW][C]129[/C][C]118.9[/C][C]110.092[/C][C]104.558[/C][C]5.53363[/C][C]8.80804[/C][/ROW]
[ROW][C]130[/C][C]109[/C][C]112.747[/C][C]106.896[/C][C]5.85103[/C][C]-3.74686[/C][/ROW]
[ROW][C]131[/C][C]112.2[/C][C]110.89[/C][C]109.742[/C][C]1.14882[/C][C]1.30951[/C][/ROW]
[ROW][C]132[/C][C]100.1[/C][C]108.773[/C][C]111.112[/C][C]-2.33941[/C][C]-8.67309[/C][/ROW]
[ROW][C]133[/C][C]111.3[/C][C]106.028[/C][C]111.167[/C][C]-5.13843[/C][C]5.27177[/C][/ROW]
[ROW][C]134[/C][C]102.7[/C][C]109.584[/C][C]111.917[/C][C]-2.33304[/C][C]-6.88363[/C][/ROW]
[ROW][C]135[/C][C]122.6[/C][C]116.279[/C][C]112.679[/C][C]3.59959[/C][C]6.32124[/C][/ROW]
[ROW][C]136[/C][C]124.8[/C][C]114.11[/C][C]112.646[/C][C]1.46443[/C][C]10.6897[/C][/ROW]
[ROW][C]137[/C][C]120.3[/C][C]111.381[/C][C]112.517[/C][C]-1.13531[/C][C]8.91864[/C][/ROW]
[ROW][C]138[/C][C]118.3[/C][C]121.653[/C][C]113.158[/C][C]8.49516[/C][C]-3.3535[/C][/ROW]
[ROW][C]139[/C][C]108.7[/C][C]111.424[/C][C]113.283[/C][C]-1.85951[/C][C]-2.72382[/C][/ROW]
[ROW][C]140[/C][C]100.7[/C][C]99.963[/C][C]113.25[/C][C]-13.287[/C][C]0.736961[/C][/ROW]
[ROW][C]141[/C][C]124[/C][C]118.809[/C][C]113.275[/C][C]5.53363[/C][C]5.19137[/C][/ROW]
[ROW][C]142[/C][C]103.1[/C][C]118.272[/C][C]112.421[/C][C]5.85103[/C][C]-15.1719[/C][/ROW]
[ROW][C]143[/C][C]115[/C][C]112.511[/C][C]111.362[/C][C]1.14882[/C][C]2.48868[/C][/ROW]
[ROW][C]144[/C][C]112.7[/C][C]109.244[/C][C]111.583[/C][C]-2.33941[/C][C]3.45608[/C][/ROW]
[ROW][C]145[/C][C]101.7[/C][C]107.174[/C][C]112.312[/C][C]-5.13843[/C][C]-5.47407[/C][/ROW]
[ROW][C]146[/C][C]111.5[/C][C]109.688[/C][C]112.021[/C][C]-2.33304[/C][C]1.81221[/C][/ROW]
[ROW][C]147[/C][C]114.4[/C][C]114.812[/C][C]111.212[/C][C]3.59959[/C][C]-0.412089[/C][/ROW]
[ROW][C]148[/C][C]112.5[/C][C]113.102[/C][C]111.637[/C][C]1.46443[/C][C]-0.601933[/C][/ROW]
[ROW][C]149[/C][C]107.2[/C][C]112.019[/C][C]113.154[/C][C]-1.13531[/C][C]-4.81886[/C][/ROW]
[ROW][C]150[/C][C]136.7[/C][C]122.041[/C][C]113.546[/C][C]8.49516[/C][C]14.659[/C][/ROW]
[ROW][C]151[/C][C]107.8[/C][C]110.932[/C][C]112.792[/C][C]-1.85951[/C][C]-3.13216[/C][/ROW]
[ROW][C]152[/C][C]94.6[/C][C]98.0339[/C][C]111.321[/C][C]-13.287[/C][C]-3.43387[/C][/ROW]
[ROW][C]153[/C][C]110.7[/C][C]115.163[/C][C]109.629[/C][C]5.53363[/C][C]-4.46279[/C][/ROW]
[ROW][C]154[/C][C]126.6[/C][C]114.268[/C][C]108.417[/C][C]5.85103[/C][C]12.3323[/C][/ROW]
[ROW][C]155[/C][C]127.9[/C][C]109.015[/C][C]107.867[/C][C]1.14882[/C][C]18.8845[/C][/ROW]
[ROW][C]156[/C][C]109.2[/C][C]104.056[/C][C]106.396[/C][C]-2.33941[/C][C]5.14358[/C][/ROW]
[ROW][C]157[/C][C]87.1[/C][C]99.7907[/C][C]104.929[/C][C]-5.13843[/C][C]-12.6907[/C][/ROW]
[ROW][C]158[/C][C]90.8[/C][C]101.817[/C][C]104.15[/C][C]-2.33304[/C][C]-11.017[/C][/ROW]
[ROW][C]159[/C][C]94.5[/C][C]106.92[/C][C]103.321[/C][C]3.59959[/C][C]-12.4204[/C][/ROW]
[ROW][C]160[/C][C]103.3[/C][C]104.006[/C][C]102.542[/C][C]1.46443[/C][C]-0.706099[/C][/ROW]
[ROW][C]161[/C][C]103.2[/C][C]99.1647[/C][C]100.3[/C][C]-1.13531[/C][C]4.03531[/C][/ROW]
[ROW][C]162[/C][C]105.4[/C][C]107.153[/C][C]98.6583[/C][C]8.49516[/C][C]-1.7535[/C][/ROW]
[ROW][C]163[/C][C]103.9[/C][C]96.9655[/C][C]98.825[/C][C]-1.85951[/C][C]6.93451[/C][/ROW]
[ROW][C]164[/C][C]79.8[/C][C]86.4255[/C][C]99.7125[/C][C]-13.287[/C][C]-6.62554[/C][/ROW]
[ROW][C]165[/C][C]105.6[/C][C]106.442[/C][C]100.908[/C][C]5.53363[/C][C]-0.84196[/C][/ROW]
[ROW][C]166[/C][C]113[/C][C]107.605[/C][C]101.754[/C][C]5.85103[/C][C]5.3948[/C][/ROW]
[ROW][C]167[/C][C]87.7[/C][C]103.19[/C][C]102.042[/C][C]1.14882[/C][C]-15.4905[/C][/ROW]
[ROW][C]168[/C][C]110[/C][C]99.7814[/C][C]102.121[/C][C]-2.33941[/C][C]10.2186[/C][/ROW]
[ROW][C]169[/C][C]90.3[/C][C]97.6282[/C][C]102.767[/C][C]-5.13843[/C][C]-7.32823[/C][/ROW]
[ROW][C]170[/C][C]108.9[/C][C]101.25[/C][C]103.583[/C][C]-2.33304[/C][C]7.64971[/C][/ROW]
[ROW][C]171[/C][C]105.1[/C][C]108.033[/C][C]104.433[/C][C]3.59959[/C][C]-2.93292[/C][/ROW]
[ROW][C]172[/C][C]113[/C][C]106.994[/C][C]105.529[/C][C]1.46443[/C][C]6.0064[/C][/ROW]
[ROW][C]173[/C][C]100.4[/C][C]105.844[/C][C]106.979[/C][C]-1.13531[/C][C]-5.44386[/C][/ROW]
[ROW][C]174[/C][C]110.1[/C][C]116.012[/C][C]107.517[/C][C]8.49516[/C][C]-5.91183[/C][/ROW]
[ROW][C]175[/C][C]114.7[/C][C]105.77[/C][C]107.629[/C][C]-1.85951[/C][C]8.93034[/C][/ROW]
[ROW][C]176[/C][C]88.6[/C][C]94.7339[/C][C]108.021[/C][C]-13.287[/C][C]-6.13387[/C][/ROW]
[ROW][C]177[/C][C]117.2[/C][C]113.913[/C][C]108.379[/C][C]5.53363[/C][C]3.28721[/C][/ROW]
[ROW][C]178[/C][C]127.7[/C][C]113.834[/C][C]107.983[/C][C]5.85103[/C][C]13.8656[/C][/ROW]
[ROW][C]179[/C][C]107.8[/C][C]108.015[/C][C]106.867[/C][C]1.14882[/C][C]-0.21549[/C][/ROW]
[ROW][C]180[/C][C]102.8[/C][C]104.402[/C][C]106.742[/C][C]-2.33941[/C][C]-1.60225[/C][/ROW]
[ROW][C]181[/C][C]100.2[/C][C]101.291[/C][C]106.429[/C][C]-5.13843[/C][C]-1.09073[/C][/ROW]
[ROW][C]182[/C][C]108.4[/C][C]103.471[/C][C]105.804[/C][C]-2.33304[/C][C]4.92887[/C][/ROW]
[ROW][C]183[/C][C]114.2[/C][C]109.091[/C][C]105.492[/C][C]3.59959[/C][C]5.10874[/C][/ROW]
[ROW][C]184[/C][C]94.4[/C][C]106.106[/C][C]104.642[/C][C]1.46443[/C][C]-11.7061[/C][/ROW]
[ROW][C]185[/C][C]92.2[/C][C]102.944[/C][C]104.079[/C][C]-1.13531[/C][C]-10.7439[/C][/ROW]
[ROW][C]186[/C][C]115.3[/C][C]112.774[/C][C]104.279[/C][C]8.49516[/C][C]2.52567[/C][/ROW]
[ROW][C]187[/C][C]102[/C][C]103.178[/C][C]105.038[/C][C]-1.85951[/C][C]-1.17799[/C][/ROW]
[ROW][C]188[/C][C]86.3[/C][C]93.1214[/C][C]106.408[/C][C]-13.287[/C][C]-6.82137[/C][/ROW]
[ROW][C]189[/C][C]112[/C][C]112.6[/C][C]107.067[/C][C]5.53363[/C][C]-0.600294[/C][/ROW]
[ROW][C]190[/C][C]112.5[/C][C]113.589[/C][C]107.738[/C][C]5.85103[/C][C]-1.08853[/C][/ROW]
[ROW][C]191[/C][C]109.5[/C][C]110.253[/C][C]109.104[/C][C]1.14882[/C][C]-0.75299[/C][/ROW]
[ROW][C]192[/C][C]105.9[/C][C]106.348[/C][C]108.687[/C][C]-2.33941[/C][C]-0.448088[/C][/ROW]
[ROW][C]193[/C][C]115.3[/C][C]101.42[/C][C]106.558[/C][C]-5.13843[/C][C]13.8801[/C][/ROW]
[ROW][C]194[/C][C]126.2[/C][C]102.813[/C][C]105.146[/C][C]-2.33304[/C][C]23.3872[/C][/ROW]
[ROW][C]195[/C][C]112.2[/C][C]108.008[/C][C]104.408[/C][C]3.59959[/C][C]4.19208[/C][/ROW]
[ROW][C]196[/C][C]112.5[/C][C]104.673[/C][C]103.208[/C][C]1.46443[/C][C]7.82723[/C][/ROW]
[ROW][C]197[/C][C]106.9[/C][C]100.902[/C][C]102.038[/C][C]-1.13531[/C][C]5.99781[/C][/ROW]
[ROW][C]198[/C][C]90.6[/C][C]109.441[/C][C]100.946[/C][C]8.49516[/C][C]-18.841[/C][/ROW]
[ROW][C]199[/C][C]75.6[/C][C]97.6572[/C][C]99.5167[/C][C]-1.85951[/C][C]-22.0572[/C][/ROW]
[ROW][C]200[/C][C]78.8[/C][C]85.2839[/C][C]98.5708[/C][C]-13.287[/C][C]-6.48387[/C][/ROW]
[ROW][C]201[/C][C]101.8[/C][C]103.75[/C][C]98.2167[/C][C]5.53363[/C][C]-1.95029[/C][/ROW]
[ROW][C]202[/C][C]93.9[/C][C]103.109[/C][C]97.2583[/C][C]5.85103[/C][C]-9.20936[/C][/ROW]
[ROW][C]203[/C][C]100[/C][C]97.8697[/C][C]96.7208[/C][C]1.14882[/C][C]2.13034[/C][/ROW]
[ROW][C]204[/C][C]89.2[/C][C]95.5773[/C][C]97.9167[/C][C]-2.33941[/C][C]-6.37725[/C][/ROW]
[ROW][C]205[/C][C]97.7[/C][C]94.6616[/C][C]99.8[/C][C]-5.13843[/C][C]3.03843[/C][/ROW]
[ROW][C]206[/C][C]121.1[/C][C]98.4003[/C][C]100.733[/C][C]-2.33304[/C][C]22.6997[/C][/ROW]
[ROW][C]207[/C][C]108.8[/C][C]NA[/C][C]NA[/C][C]3.59959[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]92.9[/C][C]NA[/C][C]NA[/C][C]1.46443[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]113.6[/C][C]NA[/C][C]NA[/C][C]-1.13531[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]112.6[/C][C]NA[/C][C]NA[/C][C]8.49516[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]98.8[/C][C]NA[/C][C]NA[/C][C]-1.85951[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]78[/C][C]NA[/C][C]NA[/C][C]-13.287[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=310488&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310488&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	46.8	NA	NA	-5.13843	NA
2	52.8	NA	NA	-2.33304	NA
3	58.3	NA	NA	3.59959	NA
4	54.5	NA	NA	1.46443	NA
5	64.7	NA	NA	-1.13531	NA
6	58.3	NA	NA	8.49516	NA
7	57.5	55.3947	57.2542	-1.85951	2.10534
8	56.7	44.2964	57.5833	-13.287	12.4036
9	56	63.2211	57.6875	5.53363	-7.22113
10	66.2	63.7135	57.8625	5.85103	2.48647
11	58.2	59.0155	57.8667	1.14882	-0.81549
12	53.9	55.4689	57.8083	-2.33941	-1.56892
13	53.1	52.8532	57.9917	-5.13843	0.246765
14	54.4	55.8378	58.1708	-2.33304	-1.43779
15	59.2	61.8746	58.275	3.59959	-2.67459
16	57.8	59.6728	58.2083	1.46443	-1.87277
17	61.5	56.7939	57.9292	-1.13531	4.70614
18	60.1	66.6285	58.1333	8.49516	-6.5285
19	60.1	56.7655	58.625	-1.85951	3.33451
20	58.4	45.4672	58.7542	-13.287	12.9328
21	56.8	64.5336	59	5.53363	-7.73363
22	63.8	65.176	59.325	5.85103	-1.37603
23	53.9	60.6738	59.525	1.14882	-6.77382
24	63.1	57.6939	60.0333	-2.33941	5.40608
25	55.7	55.2366	60.375	-5.13843	0.463432
26	54.9	57.7086	60.0417	-2.33304	-2.80863
27	64.6	63.7871	60.1875	3.59959	0.812911
28	60.2	62.4061	60.9417	1.46443	-2.2061
29	63.9	60.7522	61.8875	-1.13531	3.14781
30	69.9	71.3077	62.8125	8.49516	-1.40766
31	58.5	61.3072	63.1667	-1.85951	-2.80716
32	52	50.2339	63.5208	-13.287	1.76613
33	66.7	69.4545	63.9208	5.53363	-2.75446
34	72	70.226	64.375	5.85103	1.77397
35	68.4	65.8905	64.7417	1.14882	2.50951
36	70.8	62.5481	64.8875	-2.33941	8.25191
37	56.5	60.1366	65.275	-5.13843	-3.63657
38	62.6	63.2503	65.5833	-2.33304	-0.650294
39	66.5	69.4871	65.8875	3.59959	-2.98709
40	69.2	67.9228	66.4583	1.46443	1.27723
41	63.7	65.6939	66.8292	-1.13531	-1.99386
42	73.6	75.4035	66.9083	8.49516	-1.8035
43	64.1	65.5072	67.3667	-1.85951	-1.40716
44	53.8	54.9005	68.1875	-13.287	-1.10054
45	72.2	75.067	69.5333	5.53363	-2.86696
46	80.2	77.126	71.275	5.85103	3.07397
47	69.1	73.6488	72.5	1.14882	-4.54882
48	72	71.0939	73.4333	-2.33941	0.906079
49	66.3	69.0574	74.1958	-5.13843	-2.7574
50	72.5	72.8503	75.1833	-2.33304	-0.350294
51	88.9	80.2871	76.6875	3.59959	8.61291
52	88.6	79.1436	77.6792	1.46443	9.4564
53	73.7	77.4272	78.5625	-1.13531	-3.72719
54	86	88.091	79.5958	8.49516	-2.091
55	70	78.303	80.1625	-1.85951	-8.30299
56	71.6	66.7797	80.0667	-13.287	4.82029
57	90.5	85.2045	79.6708	5.53363	5.29554
58	85.7	84.8885	79.0375	5.85103	0.811471
59	84.8	79.9197	78.7708	1.14882	4.88034
60	81.1	76.6523	78.9917	-2.33941	4.44775
61	70.8	74.0616	79.2	-5.13843	-3.26157
62	65.7	77.017	79.35	-2.33304	-11.317
63	86.2	82.6288	79.0292	3.59959	3.57124
64	76.1	79.8186	78.3542	1.46443	-3.7186
65	79.8	76.4772	77.6125	-1.13531	3.32281
66	85.2	85.2868	76.7917	8.49516	-0.0868285
67	75.8	74.3072	76.1667	-1.85951	1.49284
68	69.4	62.7505	76.0375	-13.287	6.64946
69	85	81.0003	75.4667	5.53363	3.99971
70	75	80.4344	74.5833	5.85103	-5.43436
71	77.7	75.253	74.1042	1.14882	2.44701
72	68.5	71.6398	73.9792	-2.33941	-3.13975
73	68.4	68.6824	73.8208	-5.13843	-0.282401
74	65	70.8378	73.1708	-2.33304	-5.83779
75	73.2	75.8954	72.2958	3.59959	-2.69542
76	67.9	73.4978	72.0333	1.46443	-5.59777
77	76.5	70.948	72.0833	-1.13531	5.55197
78	85.5	80.4368	71.9417	8.49516	5.06317
79	71.7	70.2822	72.1417	-1.85951	1.41784
80	57.9	59.163	72.45	-13.287	-1.26304
81	75.5	78.1045	72.5708	5.53363	-2.60446
82	78.2	78.5594	72.7083	5.85103	-0.359362
83	75.7	73.9072	72.7583	1.14882	1.79284
84	67.1	70.2689	72.6083	-2.33941	-3.16892
85	74.6	67.7699	72.9083	-5.13843	6.8301
86	66.2	71.117	73.45	-2.33304	-4.91696
87	74.9	76.9788	73.3792	3.59959	-2.07876
88	69.5	74.7978	73.3333	1.46443	-5.29777
89	76.1	72.2814	73.4167	-1.13531	3.81864
90	82.3	81.6243	73.1292	8.49516	0.675671
91	82.1	71.4155	73.275	-1.85951	10.6845
92	60.5	61.1714	74.4583	-13.287	-0.671372
93	71.2	81.4878	75.9542	5.53363	-10.2878
94	81.4	83.4344	77.5833	5.85103	-2.03436
95	74.5	80.0905	78.9417	1.14882	-5.59049
96	61.4	77.6314	79.9708	-2.33941	-16.2314
97	83.8	75.3907	80.5292	-5.13843	8.40927
98	85.4	78.5795	80.9125	-2.33304	6.82054
99	91.6	86.0913	82.4917	3.59959	5.50874
100	91.9	85.6519	84.1875	1.46443	6.24807
101	86.3	84.0147	85.15	-1.13531	2.28531
102	96.8	95.3702	86.875	8.49516	1.42984
103	81	86.2155	88.075	-1.85951	-5.21549
104	70.8	74.2755	87.5625	-13.287	-3.47554
105	98.8	92.4878	86.9542	5.53363	6.31221
106	94.5	92.4177	86.5667	5.85103	2.0823
107	84.5	87.5947	86.4458	1.14882	-3.09466
108	92.8	84.4314	86.7708	-2.33941	8.36858
109	81.2	82.5366	87.675	-5.13843	-1.33657
110	75.7	86.2461	88.5792	-2.33304	-10.5461
111	86.7	92.7621	89.1625	3.59959	-6.06209
112	87.5	90.9978	89.5333	1.46443	-3.49777
113	87.8	88.898	90.0333	-1.13531	-1.09803
114	103.1	98.7202	90.225	8.49516	4.37984
115	96.4	88.4572	90.3167	-1.85951	7.94284
116	77.1	77.638	90.925	-13.287	-0.538039
117	106.5	97.2045	91.6708	5.53363	9.29554
118	95.7	98.2344	92.3833	5.85103	-2.53436
119	95.3	93.5947	92.4458	1.14882	1.70534
120	86.6	90.7231	93.0625	-2.33941	-4.12309
121	89.6	89.0157	94.1542	-5.13843	0.584265
122	81.9	92.567	94.9	-2.33304	-10.667
123	98.4	99.4496	95.85	3.59959	-1.04959
124	92.9	98.3853	96.9208	1.46443	-5.48527
125	83.9	97.0439	98.1792	-1.13531	-13.1439
126	121.8	107.941	99.4458	8.49516	13.859
127	103.9	99.053	100.913	-1.85951	4.84701
128	87.5	89.3964	102.683	-13.287	-1.89637
129	118.9	110.092	104.558	5.53363	8.80804
130	109	112.747	106.896	5.85103	-3.74686
131	112.2	110.89	109.742	1.14882	1.30951
132	100.1	108.773	111.112	-2.33941	-8.67309
133	111.3	106.028	111.167	-5.13843	5.27177
134	102.7	109.584	111.917	-2.33304	-6.88363
135	122.6	116.279	112.679	3.59959	6.32124
136	124.8	114.11	112.646	1.46443	10.6897
137	120.3	111.381	112.517	-1.13531	8.91864
138	118.3	121.653	113.158	8.49516	-3.3535
139	108.7	111.424	113.283	-1.85951	-2.72382
140	100.7	99.963	113.25	-13.287	0.736961
141	124	118.809	113.275	5.53363	5.19137
142	103.1	118.272	112.421	5.85103	-15.1719
143	115	112.511	111.362	1.14882	2.48868
144	112.7	109.244	111.583	-2.33941	3.45608
145	101.7	107.174	112.312	-5.13843	-5.47407
146	111.5	109.688	112.021	-2.33304	1.81221
147	114.4	114.812	111.212	3.59959	-0.412089
148	112.5	113.102	111.637	1.46443	-0.601933
149	107.2	112.019	113.154	-1.13531	-4.81886
150	136.7	122.041	113.546	8.49516	14.659
151	107.8	110.932	112.792	-1.85951	-3.13216
152	94.6	98.0339	111.321	-13.287	-3.43387
153	110.7	115.163	109.629	5.53363	-4.46279
154	126.6	114.268	108.417	5.85103	12.3323
155	127.9	109.015	107.867	1.14882	18.8845
156	109.2	104.056	106.396	-2.33941	5.14358
157	87.1	99.7907	104.929	-5.13843	-12.6907
158	90.8	101.817	104.15	-2.33304	-11.017
159	94.5	106.92	103.321	3.59959	-12.4204
160	103.3	104.006	102.542	1.46443	-0.706099
161	103.2	99.1647	100.3	-1.13531	4.03531
162	105.4	107.153	98.6583	8.49516	-1.7535
163	103.9	96.9655	98.825	-1.85951	6.93451
164	79.8	86.4255	99.7125	-13.287	-6.62554
165	105.6	106.442	100.908	5.53363	-0.84196
166	113	107.605	101.754	5.85103	5.3948
167	87.7	103.19	102.042	1.14882	-15.4905
168	110	99.7814	102.121	-2.33941	10.2186
169	90.3	97.6282	102.767	-5.13843	-7.32823
170	108.9	101.25	103.583	-2.33304	7.64971
171	105.1	108.033	104.433	3.59959	-2.93292
172	113	106.994	105.529	1.46443	6.0064
173	100.4	105.844	106.979	-1.13531	-5.44386
174	110.1	116.012	107.517	8.49516	-5.91183
175	114.7	105.77	107.629	-1.85951	8.93034
176	88.6	94.7339	108.021	-13.287	-6.13387
177	117.2	113.913	108.379	5.53363	3.28721
178	127.7	113.834	107.983	5.85103	13.8656
179	107.8	108.015	106.867	1.14882	-0.21549
180	102.8	104.402	106.742	-2.33941	-1.60225
181	100.2	101.291	106.429	-5.13843	-1.09073
182	108.4	103.471	105.804	-2.33304	4.92887
183	114.2	109.091	105.492	3.59959	5.10874
184	94.4	106.106	104.642	1.46443	-11.7061
185	92.2	102.944	104.079	-1.13531	-10.7439
186	115.3	112.774	104.279	8.49516	2.52567
187	102	103.178	105.038	-1.85951	-1.17799
188	86.3	93.1214	106.408	-13.287	-6.82137
189	112	112.6	107.067	5.53363	-0.600294
190	112.5	113.589	107.738	5.85103	-1.08853
191	109.5	110.253	109.104	1.14882	-0.75299
192	105.9	106.348	108.687	-2.33941	-0.448088
193	115.3	101.42	106.558	-5.13843	13.8801
194	126.2	102.813	105.146	-2.33304	23.3872
195	112.2	108.008	104.408	3.59959	4.19208
196	112.5	104.673	103.208	1.46443	7.82723
197	106.9	100.902	102.038	-1.13531	5.99781
198	90.6	109.441	100.946	8.49516	-18.841
199	75.6	97.6572	99.5167	-1.85951	-22.0572
200	78.8	85.2839	98.5708	-13.287	-6.48387
201	101.8	103.75	98.2167	5.53363	-1.95029
202	93.9	103.109	97.2583	5.85103	-9.20936
203	100	97.8697	96.7208	1.14882	2.13034
204	89.2	95.5773	97.9167	-2.33941	-6.37725
205	97.7	94.6616	99.8	-5.13843	3.03843
206	121.1	98.4003	100.733	-2.33304	22.6997
207	108.8	NA	NA	3.59959	NA
208	92.9	NA	NA	1.46443	NA
209	113.6	NA	NA	-1.13531	NA
210	112.6	NA	NA	8.49516	NA
211	98.8	NA	NA	-1.85951	NA
212	78	NA	NA	-13.287	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