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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Tue, 12 Dec 2017 14:14:11 +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/12/t1513084459yrabzt7n9mauzl9.htm/, Retrieved Wed, 15 May 2024 13:35:02 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309070, Retrieved Wed, 15 May 2024 13:35:02 +0000

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109

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-       [Classical Decomposition] [] [2017-12-12 13:14:11] [735c2f340331127bedaa54429b3079f9] [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	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 time4 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309070&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]

4 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=309070&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309070&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	4 seconds
R Server	Big Analytics Cloud Computing Center

Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	58.1	NA	NA	-4.79288	NA
2	60.3	NA	NA	-7.73602	NA
3	66.7	NA	NA	2.35989	NA
4	63.7	NA	NA	-0.822141	NA
5	71.7	NA	NA	-0.330474	NA
6	68.8	NA	NA	2.39583	NA
7	61.8	66.0473	67.8958	-1.84852	-4.24731
8	68.7	67.7179	68.4542	-0.736264	0.982098
9	69.7	71.3838	68.8875	2.49633	-1.68383
10	76.4	75.4971	69.3375	6.15957	0.902931
11	73.8	71.2056	69.6375	1.56815	2.59435
12	70.2	71.2407	69.9542	1.28653	-1.0407
13	67.8	65.7738	70.5667	-4.79288	2.02622
14	64	63.564	71.3	-7.73602	0.436019
15	73.4	74.1057	71.7458	2.35989	-0.705724
16	67.8	71.232	72.0542	-0.822141	-3.43203
17	74.8	71.9904	72.3208	-0.330474	2.80964
18	73.3	74.8583	72.4625	2.39583	-1.55833
19	72	70.7931	72.6417	-1.84852	1.20685
20	76.1	72.2012	72.9375	-0.736264	3.89876
21	73	75.638	73.1417	2.49633	-2.638
22	80.5	79.5846	73.425	6.15957	0.915431
23	76.1	75.214	73.6458	1.56815	0.886019
24	71.3	74.9032	73.6167	1.28653	-3.6032
25	71	68.9196	73.7125	-4.79288	2.08038
26	67.9	65.9806	73.7167	-7.73602	1.91935
27	74.4	76.1141	73.7542	2.35989	-1.71406
28	73.6	73.132	73.9542	-0.822141	0.467974
29	74.3	73.5862	73.9167	-0.330474	0.713807
30	73.1	76.4583	74.0625	2.39583	-3.35833
31	74.5	72.589	74.4375	-1.84852	1.91102
32	73.7	73.9471	74.6833	-0.736264	-0.247069
33	76.3	77.3172	74.8208	2.49633	-1.01717
34	82	81.1429	74.9833	6.15957	0.857098
35	73.7	76.639	75.0708	1.56815	-2.93898
36	77.2	76.4282	75.1417	1.28653	0.771804
37	74.1	70.6155	75.4083	-4.79288	3.48455
38	70.7	67.8348	75.5708	-7.73602	2.86519
39	74.9	78.0516	75.6917	2.35989	-3.15156
40	77	75.0695	75.8917	-0.822141	1.93047
41	73	75.6945	76.025	-0.330474	-2.69453
42	76.1	78.5167	76.1208	2.39583	-2.41666
43	77.9	74.2848	76.1333	-1.84852	3.61519
44	74.2	75.3721	76.1083	-0.736264	-1.17207
45	78.7	79.0213	76.525	2.49633	-0.321334
46	84.4	83.1512	76.9917	6.15957	1.24876
47	74.5	78.7723	77.2042	1.56815	-4.27231
48	78.7	78.9949	77.7083	1.28653	-0.294863
49	72.9	73.2571	78.05	-4.79288	-0.357118
50	71.3	70.4848	78.2208	-7.73602	0.815186
51	84.3	81.0224	78.6625	2.35989	3.27761
52	78.8	78.0529	78.875	-0.822141	0.747141
53	76.3	78.8445	79.175	-0.330474	-2.54453
54	84.9	82.1833	79.7875	2.39583	2.71667
55	77.3	78.3556	80.2042	-1.84852	-1.05565
56	78.9	79.6512	80.3875	-0.736264	-0.751236
57	84.6	82.8838	80.3875	2.49633	1.71617
58	83.6	86.5637	80.4042	6.15957	-2.96374
59	82.5	82.2348	80.6667	1.56815	0.265186
60	85.4	82.2032	80.9167	1.28653	3.1968
61	76.2	76.1238	80.9167	-4.79288	0.0762153
62	72.4	73.3556	81.0917	-7.73602	-0.955647
63	83.2	83.8182	81.4583	2.35989	-0.618224
64	80.3	80.8487	81.6708	-0.822141	-0.548693
65	81.1	81.657	81.9875	-0.330474	-0.557026
66	86.1	84.7333	82.3375	2.39583	1.36667
67	76.1	80.7431	82.5917	-1.84852	-4.64315
68	84.3	82.1346	82.8708	-0.736264	2.16543
69	88	85.6838	83.1875	2.49633	2.31617
70	85.3	89.5137	83.3542	6.15957	-4.21374
71	88.4	85.189	83.6208	1.56815	3.21102
72	87.9	85.324	84.0375	1.28653	2.57597
73	79.8	79.6738	84.4667	-4.79288	0.126215
74	75.5	77.2306	84.9667	-7.73602	-1.73065
75	87.7	87.5807	85.2208	2.35989	0.119276
76	79.8	84.832	85.6542	-0.822141	-5.03203
77	88	85.8612	86.1917	-0.330474	2.13881
78	89.2	88.7417	86.3458	2.39583	0.458338
79	83.3	84.8431	86.6917	-1.84852	-1.54315
80	89.1	86.5554	87.2917	-0.736264	2.5446
81	89.3	90.313	87.8167	2.49633	-1.013
82	94.4	94.5929	88.4333	6.15957	-0.192902
83	92.2	90.5056	88.9375	1.56815	1.69435
84	87.8	90.5907	89.3042	1.28653	-2.7907
85	88.2	84.9863	89.7792	-4.79288	3.21372
86	81.5	82.5306	90.2667	-7.73602	-1.03065
87	94.3	93.0182	90.6583	2.35989	1.28178
88	88	90.4445	91.2667	-0.822141	-2.44453
89	91.9	91.7237	92.0542	-0.330474	0.176307
90	94.1	95.075	92.6792	2.39583	-0.974995
91	89.8	91.5681	93.4167	-1.84852	-1.76815
92	94.3	93.6429	94.3792	-0.736264	0.657098
93	93.5	97.4338	94.9375	2.49633	-3.93383
94	104.8	101.78	95.6208	6.15957	3.0196
95	100.7	98.114	96.5458	1.56815	2.58602
96	94.3	98.299	97.0125	1.28653	-3.99903
97	99.4	92.8946	97.6875	-4.79288	6.50538
98	93.4	90.5181	98.2542	-7.73602	2.88185
99	95.8	101.143	98.7833	2.35989	-5.34322
100	102.9	98.6029	99.425	-0.822141	4.29714
101	99.2	99.1195	99.45	-0.330474	0.0804739
102	98	102.046	99.65	2.39583	-4.04583
103	102.1	97.7931	99.6417	-1.84852	4.30685
104	95.6	98.4137	99.15	-0.736264	-2.81374
105	104.9	101.688	99.1917	2.49633	3.212
106	108.8	105.393	99.2333	6.15957	3.4071
107	97.3	100.451	98.8833	1.56815	-3.15148
108	102.5	100.17	98.8833	1.28653	2.33014
109	91	94.2071	99	-4.79288	-3.20712
110	90	91.164	98.9	-7.73602	-1.16398
111	100.2	101.122	98.7625	2.35989	-0.922391
112	99.5	97.5862	98.4083	-0.822141	1.91381
113	94.2	97.882	98.2125	-0.330474	-3.68203
114	103	100.596	98.2	2.39583	2.40417
115	99.9	96.189	98.0375	-1.84852	3.71102
116	95.4	97.2054	97.9417	-0.736264	-1.8054
117	101.8	100.692	98.1958	2.49633	1.10783
118	103.4	104.585	98.425	6.15957	-1.18457
119	98	100.006	98.4375	1.56815	-2.00565
120	101.5	99.8407	98.5542	1.28653	1.6593
121	88.1	93.778	98.5708	-4.79288	-5.67795
122	90.6	90.9098	98.6458	-7.73602	-0.309814
123	105.7	101.239	98.8792	2.35989	4.46094
124	99.5	98.157	98.9792	-0.822141	1.34297
125	94.5	98.9904	99.3208	-0.330474	-4.49036
126	105.5	102.204	99.8083	2.39583	3.29584
127	97.8	98.5056	100.354	-1.84852	-0.705647
128	99.3	100.185	100.921	-0.736264	-0.884569
129	103.5	103.805	101.308	2.49633	-0.304667
130	104.1	107.776	101.617	6.15957	-3.67624
131	105.5	103.939	102.371	1.56815	1.56102
132	105.7	104.228	102.942	1.28653	1.4718
133	97	98.0155	102.808	-4.79288	-1.01545
134	95.3	95.2723	103.008	-7.73602	0.0276859
135	110.3	105.947	103.587	2.35989	4.35261
136	102.3	103.265	104.088	-0.822141	-0.965359
137	109.8	104.09	104.421	-0.330474	5.70964
138	103.9	107.042	104.646	2.39583	-3.14166
139	96.2	103.097	104.946	-1.84852	-6.89731
140	105.7	104.714	105.45	-0.736264	0.986264
141	111	108.246	105.75	2.49633	2.75367
142	108.6	111.893	105.733	6.15957	-3.2929
143	109	107.231	105.662	1.56815	1.76935
144	107.6	107.203	105.917	1.28653	0.396804
145	102.3	101.736	106.529	-4.79288	0.563715
146	102.1	99.3015	107.038	-7.73602	2.79852
147	110.7	109.406	107.046	2.35989	1.29428
148	101.5	106.445	107.267	-0.822141	-4.94453
149	108.9	107.436	107.767	-0.330474	1.46381
150	110.9	110.15	107.754	2.39583	0.750005
151	103.9	105.918	107.767	-1.84852	-2.01815
152	110.2	106.93	107.667	-0.736264	3.2696
153	106.7	109.767	107.271	2.49633	-3.06717
154	118.2	113.435	107.275	6.15957	4.76543
155	111.4	109.039	107.471	1.56815	2.36102
156	104.9	108.537	107.25	1.28653	-3.63653
157	105.3	102.536	107.329	-4.79288	2.76372
158	96.7	99.639	107.375	-7.73602	-2.93898
159	106.6	109.452	107.092	2.35989	-2.85156
160	105.7	106.103	106.925	-0.822141	-0.402859
161	109.4	106.174	106.504	-0.330474	3.22631
162	105.1	108.658	106.263	2.39583	-3.55833
163	111.6	104.247	106.096	-1.84852	7.35269
164	103.6	105.143	105.879	-0.736264	-1.5429
165	106.5	108.28	105.783	2.49633	-1.77967
166	114.4	111.98	105.821	6.15957	2.4196
167	105.1	107.343	105.775	1.56815	-2.24315
168	105.4	107.07	105.783	1.28653	-1.66986
169	100.8	100.957	105.75	-4.79288	-0.157118
170	96	97.7515	105.487	-7.73602	-1.75148
171	105	108.031	105.671	2.35989	-3.03072
172	108.2	105.153	105.975	-0.822141	3.04714
173	105.8	105.69	106.021	-0.330474	0.109641
174	108.9	108.629	106.233	2.39583	0.270838
175	107	104.601	106.45	-1.84852	2.39852
176	101.9	105.805	106.542	-0.736264	-3.9054
177	112.6	109.388	106.892	2.49633	3.212
178	115.6	113.38	107.221	6.15957	2.2196
179	105	108.768	107.2	1.56815	-3.76815
180	110.6	108.678	107.392	1.28653	1.9218
181	100.8	103.032	107.825	-4.79288	-2.23212
182	98.2	100.393	108.129	-7.73602	-2.19315
183	111.2	110.664	108.304	2.35989	0.535943
184	109.9	107.582	108.404	-0.822141	2.31797
185	103.6	108.461	108.792	-0.330474	-4.86119
186	115.7	111.642	109.246	2.39583	4.05834
187	110.6	107.589	109.438	-1.84852	3.01102
188	105.6	109.085	109.821	-0.736264	-3.48457
189	113.1	112.942	110.446	2.49633	0.157833
190	117.5	117.051	110.892	6.15957	0.448764
191	112.4	113.093	111.525	1.56815	-0.693147
192	114.1	113.441	112.154	1.28653	0.659304
193	101.9	107.37	112.162	-4.79288	-5.46962
194	106.3	104.676	112.412	-7.73602	1.62352
195	118.1	115.356	112.996	2.35989	2.74428
196	113.7	112.265	113.087	-0.822141	1.43464
197	115	112.87	113.2	-0.330474	2.13047
198	119.4	115.937	113.542	2.39583	3.46251
199	107.1	112.022	113.871	-1.84852	-4.92231
200	115.1	113.285	114.021	-0.736264	1.81543
201	117.6	116.605	114.108	2.49633	0.995333
202	115.2	120.168	114.008	6.15957	-4.9679
203	117.4	115.543	113.975	1.56815	1.85685
204	117.3	115.537	114.25	1.28653	1.76347
205	106.6	109.611	114.404	-4.79288	-3.01128
206	105.2	106.781	114.517	-7.73602	-1.58065
207	121.3	NA	NA	2.35989	NA
208	108.1	NA	NA	-0.822141	NA
209	119.8	NA	NA	-0.330474	NA
210	121.2	NA	NA	2.39583	NA
211	109	NA	NA	-1.84852	NA
212	115.9	NA	NA	-0.736264	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 58.1 & NA & NA & -4.79288 & NA \tabularnewline
2 & 60.3 & NA & NA & -7.73602 & NA \tabularnewline
3 & 66.7 & NA & NA & 2.35989 & NA \tabularnewline
4 & 63.7 & NA & NA & -0.822141 & NA \tabularnewline
5 & 71.7 & NA & NA & -0.330474 & NA \tabularnewline
6 & 68.8 & NA & NA & 2.39583 & NA \tabularnewline
7 & 61.8 & 66.0473 & 67.8958 & -1.84852 & -4.24731 \tabularnewline
8 & 68.7 & 67.7179 & 68.4542 & -0.736264 & 0.982098 \tabularnewline
9 & 69.7 & 71.3838 & 68.8875 & 2.49633 & -1.68383 \tabularnewline
10 & 76.4 & 75.4971 & 69.3375 & 6.15957 & 0.902931 \tabularnewline
11 & 73.8 & 71.2056 & 69.6375 & 1.56815 & 2.59435 \tabularnewline
12 & 70.2 & 71.2407 & 69.9542 & 1.28653 & -1.0407 \tabularnewline
13 & 67.8 & 65.7738 & 70.5667 & -4.79288 & 2.02622 \tabularnewline
14 & 64 & 63.564 & 71.3 & -7.73602 & 0.436019 \tabularnewline
15 & 73.4 & 74.1057 & 71.7458 & 2.35989 & -0.705724 \tabularnewline
16 & 67.8 & 71.232 & 72.0542 & -0.822141 & -3.43203 \tabularnewline
17 & 74.8 & 71.9904 & 72.3208 & -0.330474 & 2.80964 \tabularnewline
18 & 73.3 & 74.8583 & 72.4625 & 2.39583 & -1.55833 \tabularnewline
19 & 72 & 70.7931 & 72.6417 & -1.84852 & 1.20685 \tabularnewline
20 & 76.1 & 72.2012 & 72.9375 & -0.736264 & 3.89876 \tabularnewline
21 & 73 & 75.638 & 73.1417 & 2.49633 & -2.638 \tabularnewline
22 & 80.5 & 79.5846 & 73.425 & 6.15957 & 0.915431 \tabularnewline
23 & 76.1 & 75.214 & 73.6458 & 1.56815 & 0.886019 \tabularnewline
24 & 71.3 & 74.9032 & 73.6167 & 1.28653 & -3.6032 \tabularnewline
25 & 71 & 68.9196 & 73.7125 & -4.79288 & 2.08038 \tabularnewline
26 & 67.9 & 65.9806 & 73.7167 & -7.73602 & 1.91935 \tabularnewline
27 & 74.4 & 76.1141 & 73.7542 & 2.35989 & -1.71406 \tabularnewline
28 & 73.6 & 73.132 & 73.9542 & -0.822141 & 0.467974 \tabularnewline
29 & 74.3 & 73.5862 & 73.9167 & -0.330474 & 0.713807 \tabularnewline
30 & 73.1 & 76.4583 & 74.0625 & 2.39583 & -3.35833 \tabularnewline
31 & 74.5 & 72.589 & 74.4375 & -1.84852 & 1.91102 \tabularnewline
32 & 73.7 & 73.9471 & 74.6833 & -0.736264 & -0.247069 \tabularnewline
33 & 76.3 & 77.3172 & 74.8208 & 2.49633 & -1.01717 \tabularnewline
34 & 82 & 81.1429 & 74.9833 & 6.15957 & 0.857098 \tabularnewline
35 & 73.7 & 76.639 & 75.0708 & 1.56815 & -2.93898 \tabularnewline
36 & 77.2 & 76.4282 & 75.1417 & 1.28653 & 0.771804 \tabularnewline
37 & 74.1 & 70.6155 & 75.4083 & -4.79288 & 3.48455 \tabularnewline
38 & 70.7 & 67.8348 & 75.5708 & -7.73602 & 2.86519 \tabularnewline
39 & 74.9 & 78.0516 & 75.6917 & 2.35989 & -3.15156 \tabularnewline
40 & 77 & 75.0695 & 75.8917 & -0.822141 & 1.93047 \tabularnewline
41 & 73 & 75.6945 & 76.025 & -0.330474 & -2.69453 \tabularnewline
42 & 76.1 & 78.5167 & 76.1208 & 2.39583 & -2.41666 \tabularnewline
43 & 77.9 & 74.2848 & 76.1333 & -1.84852 & 3.61519 \tabularnewline
44 & 74.2 & 75.3721 & 76.1083 & -0.736264 & -1.17207 \tabularnewline
45 & 78.7 & 79.0213 & 76.525 & 2.49633 & -0.321334 \tabularnewline
46 & 84.4 & 83.1512 & 76.9917 & 6.15957 & 1.24876 \tabularnewline
47 & 74.5 & 78.7723 & 77.2042 & 1.56815 & -4.27231 \tabularnewline
48 & 78.7 & 78.9949 & 77.7083 & 1.28653 & -0.294863 \tabularnewline
49 & 72.9 & 73.2571 & 78.05 & -4.79288 & -0.357118 \tabularnewline
50 & 71.3 & 70.4848 & 78.2208 & -7.73602 & 0.815186 \tabularnewline
51 & 84.3 & 81.0224 & 78.6625 & 2.35989 & 3.27761 \tabularnewline
52 & 78.8 & 78.0529 & 78.875 & -0.822141 & 0.747141 \tabularnewline
53 & 76.3 & 78.8445 & 79.175 & -0.330474 & -2.54453 \tabularnewline
54 & 84.9 & 82.1833 & 79.7875 & 2.39583 & 2.71667 \tabularnewline
55 & 77.3 & 78.3556 & 80.2042 & -1.84852 & -1.05565 \tabularnewline
56 & 78.9 & 79.6512 & 80.3875 & -0.736264 & -0.751236 \tabularnewline
57 & 84.6 & 82.8838 & 80.3875 & 2.49633 & 1.71617 \tabularnewline
58 & 83.6 & 86.5637 & 80.4042 & 6.15957 & -2.96374 \tabularnewline
59 & 82.5 & 82.2348 & 80.6667 & 1.56815 & 0.265186 \tabularnewline
60 & 85.4 & 82.2032 & 80.9167 & 1.28653 & 3.1968 \tabularnewline
61 & 76.2 & 76.1238 & 80.9167 & -4.79288 & 0.0762153 \tabularnewline
62 & 72.4 & 73.3556 & 81.0917 & -7.73602 & -0.955647 \tabularnewline
63 & 83.2 & 83.8182 & 81.4583 & 2.35989 & -0.618224 \tabularnewline
64 & 80.3 & 80.8487 & 81.6708 & -0.822141 & -0.548693 \tabularnewline
65 & 81.1 & 81.657 & 81.9875 & -0.330474 & -0.557026 \tabularnewline
66 & 86.1 & 84.7333 & 82.3375 & 2.39583 & 1.36667 \tabularnewline
67 & 76.1 & 80.7431 & 82.5917 & -1.84852 & -4.64315 \tabularnewline
68 & 84.3 & 82.1346 & 82.8708 & -0.736264 & 2.16543 \tabularnewline
69 & 88 & 85.6838 & 83.1875 & 2.49633 & 2.31617 \tabularnewline
70 & 85.3 & 89.5137 & 83.3542 & 6.15957 & -4.21374 \tabularnewline
71 & 88.4 & 85.189 & 83.6208 & 1.56815 & 3.21102 \tabularnewline
72 & 87.9 & 85.324 & 84.0375 & 1.28653 & 2.57597 \tabularnewline
73 & 79.8 & 79.6738 & 84.4667 & -4.79288 & 0.126215 \tabularnewline
74 & 75.5 & 77.2306 & 84.9667 & -7.73602 & -1.73065 \tabularnewline
75 & 87.7 & 87.5807 & 85.2208 & 2.35989 & 0.119276 \tabularnewline
76 & 79.8 & 84.832 & 85.6542 & -0.822141 & -5.03203 \tabularnewline
77 & 88 & 85.8612 & 86.1917 & -0.330474 & 2.13881 \tabularnewline
78 & 89.2 & 88.7417 & 86.3458 & 2.39583 & 0.458338 \tabularnewline
79 & 83.3 & 84.8431 & 86.6917 & -1.84852 & -1.54315 \tabularnewline
80 & 89.1 & 86.5554 & 87.2917 & -0.736264 & 2.5446 \tabularnewline
81 & 89.3 & 90.313 & 87.8167 & 2.49633 & -1.013 \tabularnewline
82 & 94.4 & 94.5929 & 88.4333 & 6.15957 & -0.192902 \tabularnewline
83 & 92.2 & 90.5056 & 88.9375 & 1.56815 & 1.69435 \tabularnewline
84 & 87.8 & 90.5907 & 89.3042 & 1.28653 & -2.7907 \tabularnewline
85 & 88.2 & 84.9863 & 89.7792 & -4.79288 & 3.21372 \tabularnewline
86 & 81.5 & 82.5306 & 90.2667 & -7.73602 & -1.03065 \tabularnewline
87 & 94.3 & 93.0182 & 90.6583 & 2.35989 & 1.28178 \tabularnewline
88 & 88 & 90.4445 & 91.2667 & -0.822141 & -2.44453 \tabularnewline
89 & 91.9 & 91.7237 & 92.0542 & -0.330474 & 0.176307 \tabularnewline
90 & 94.1 & 95.075 & 92.6792 & 2.39583 & -0.974995 \tabularnewline
91 & 89.8 & 91.5681 & 93.4167 & -1.84852 & -1.76815 \tabularnewline
92 & 94.3 & 93.6429 & 94.3792 & -0.736264 & 0.657098 \tabularnewline
93 & 93.5 & 97.4338 & 94.9375 & 2.49633 & -3.93383 \tabularnewline
94 & 104.8 & 101.78 & 95.6208 & 6.15957 & 3.0196 \tabularnewline
95 & 100.7 & 98.114 & 96.5458 & 1.56815 & 2.58602 \tabularnewline
96 & 94.3 & 98.299 & 97.0125 & 1.28653 & -3.99903 \tabularnewline
97 & 99.4 & 92.8946 & 97.6875 & -4.79288 & 6.50538 \tabularnewline
98 & 93.4 & 90.5181 & 98.2542 & -7.73602 & 2.88185 \tabularnewline
99 & 95.8 & 101.143 & 98.7833 & 2.35989 & -5.34322 \tabularnewline
100 & 102.9 & 98.6029 & 99.425 & -0.822141 & 4.29714 \tabularnewline
101 & 99.2 & 99.1195 & 99.45 & -0.330474 & 0.0804739 \tabularnewline
102 & 98 & 102.046 & 99.65 & 2.39583 & -4.04583 \tabularnewline
103 & 102.1 & 97.7931 & 99.6417 & -1.84852 & 4.30685 \tabularnewline
104 & 95.6 & 98.4137 & 99.15 & -0.736264 & -2.81374 \tabularnewline
105 & 104.9 & 101.688 & 99.1917 & 2.49633 & 3.212 \tabularnewline
106 & 108.8 & 105.393 & 99.2333 & 6.15957 & 3.4071 \tabularnewline
107 & 97.3 & 100.451 & 98.8833 & 1.56815 & -3.15148 \tabularnewline
108 & 102.5 & 100.17 & 98.8833 & 1.28653 & 2.33014 \tabularnewline
109 & 91 & 94.2071 & 99 & -4.79288 & -3.20712 \tabularnewline
110 & 90 & 91.164 & 98.9 & -7.73602 & -1.16398 \tabularnewline
111 & 100.2 & 101.122 & 98.7625 & 2.35989 & -0.922391 \tabularnewline
112 & 99.5 & 97.5862 & 98.4083 & -0.822141 & 1.91381 \tabularnewline
113 & 94.2 & 97.882 & 98.2125 & -0.330474 & -3.68203 \tabularnewline
114 & 103 & 100.596 & 98.2 & 2.39583 & 2.40417 \tabularnewline
115 & 99.9 & 96.189 & 98.0375 & -1.84852 & 3.71102 \tabularnewline
116 & 95.4 & 97.2054 & 97.9417 & -0.736264 & -1.8054 \tabularnewline
117 & 101.8 & 100.692 & 98.1958 & 2.49633 & 1.10783 \tabularnewline
118 & 103.4 & 104.585 & 98.425 & 6.15957 & -1.18457 \tabularnewline
119 & 98 & 100.006 & 98.4375 & 1.56815 & -2.00565 \tabularnewline
120 & 101.5 & 99.8407 & 98.5542 & 1.28653 & 1.6593 \tabularnewline
121 & 88.1 & 93.778 & 98.5708 & -4.79288 & -5.67795 \tabularnewline
122 & 90.6 & 90.9098 & 98.6458 & -7.73602 & -0.309814 \tabularnewline
123 & 105.7 & 101.239 & 98.8792 & 2.35989 & 4.46094 \tabularnewline
124 & 99.5 & 98.157 & 98.9792 & -0.822141 & 1.34297 \tabularnewline
125 & 94.5 & 98.9904 & 99.3208 & -0.330474 & -4.49036 \tabularnewline
126 & 105.5 & 102.204 & 99.8083 & 2.39583 & 3.29584 \tabularnewline
127 & 97.8 & 98.5056 & 100.354 & -1.84852 & -0.705647 \tabularnewline
128 & 99.3 & 100.185 & 100.921 & -0.736264 & -0.884569 \tabularnewline
129 & 103.5 & 103.805 & 101.308 & 2.49633 & -0.304667 \tabularnewline
130 & 104.1 & 107.776 & 101.617 & 6.15957 & -3.67624 \tabularnewline
131 & 105.5 & 103.939 & 102.371 & 1.56815 & 1.56102 \tabularnewline
132 & 105.7 & 104.228 & 102.942 & 1.28653 & 1.4718 \tabularnewline
133 & 97 & 98.0155 & 102.808 & -4.79288 & -1.01545 \tabularnewline
134 & 95.3 & 95.2723 & 103.008 & -7.73602 & 0.0276859 \tabularnewline
135 & 110.3 & 105.947 & 103.587 & 2.35989 & 4.35261 \tabularnewline
136 & 102.3 & 103.265 & 104.088 & -0.822141 & -0.965359 \tabularnewline
137 & 109.8 & 104.09 & 104.421 & -0.330474 & 5.70964 \tabularnewline
138 & 103.9 & 107.042 & 104.646 & 2.39583 & -3.14166 \tabularnewline
139 & 96.2 & 103.097 & 104.946 & -1.84852 & -6.89731 \tabularnewline
140 & 105.7 & 104.714 & 105.45 & -0.736264 & 0.986264 \tabularnewline
141 & 111 & 108.246 & 105.75 & 2.49633 & 2.75367 \tabularnewline
142 & 108.6 & 111.893 & 105.733 & 6.15957 & -3.2929 \tabularnewline
143 & 109 & 107.231 & 105.662 & 1.56815 & 1.76935 \tabularnewline
144 & 107.6 & 107.203 & 105.917 & 1.28653 & 0.396804 \tabularnewline
145 & 102.3 & 101.736 & 106.529 & -4.79288 & 0.563715 \tabularnewline
146 & 102.1 & 99.3015 & 107.038 & -7.73602 & 2.79852 \tabularnewline
147 & 110.7 & 109.406 & 107.046 & 2.35989 & 1.29428 \tabularnewline
148 & 101.5 & 106.445 & 107.267 & -0.822141 & -4.94453 \tabularnewline
149 & 108.9 & 107.436 & 107.767 & -0.330474 & 1.46381 \tabularnewline
150 & 110.9 & 110.15 & 107.754 & 2.39583 & 0.750005 \tabularnewline
151 & 103.9 & 105.918 & 107.767 & -1.84852 & -2.01815 \tabularnewline
152 & 110.2 & 106.93 & 107.667 & -0.736264 & 3.2696 \tabularnewline
153 & 106.7 & 109.767 & 107.271 & 2.49633 & -3.06717 \tabularnewline
154 & 118.2 & 113.435 & 107.275 & 6.15957 & 4.76543 \tabularnewline
155 & 111.4 & 109.039 & 107.471 & 1.56815 & 2.36102 \tabularnewline
156 & 104.9 & 108.537 & 107.25 & 1.28653 & -3.63653 \tabularnewline
157 & 105.3 & 102.536 & 107.329 & -4.79288 & 2.76372 \tabularnewline
158 & 96.7 & 99.639 & 107.375 & -7.73602 & -2.93898 \tabularnewline
159 & 106.6 & 109.452 & 107.092 & 2.35989 & -2.85156 \tabularnewline
160 & 105.7 & 106.103 & 106.925 & -0.822141 & -0.402859 \tabularnewline
161 & 109.4 & 106.174 & 106.504 & -0.330474 & 3.22631 \tabularnewline
162 & 105.1 & 108.658 & 106.263 & 2.39583 & -3.55833 \tabularnewline
163 & 111.6 & 104.247 & 106.096 & -1.84852 & 7.35269 \tabularnewline
164 & 103.6 & 105.143 & 105.879 & -0.736264 & -1.5429 \tabularnewline
165 & 106.5 & 108.28 & 105.783 & 2.49633 & -1.77967 \tabularnewline
166 & 114.4 & 111.98 & 105.821 & 6.15957 & 2.4196 \tabularnewline
167 & 105.1 & 107.343 & 105.775 & 1.56815 & -2.24315 \tabularnewline
168 & 105.4 & 107.07 & 105.783 & 1.28653 & -1.66986 \tabularnewline
169 & 100.8 & 100.957 & 105.75 & -4.79288 & -0.157118 \tabularnewline
170 & 96 & 97.7515 & 105.487 & -7.73602 & -1.75148 \tabularnewline
171 & 105 & 108.031 & 105.671 & 2.35989 & -3.03072 \tabularnewline
172 & 108.2 & 105.153 & 105.975 & -0.822141 & 3.04714 \tabularnewline
173 & 105.8 & 105.69 & 106.021 & -0.330474 & 0.109641 \tabularnewline
174 & 108.9 & 108.629 & 106.233 & 2.39583 & 0.270838 \tabularnewline
175 & 107 & 104.601 & 106.45 & -1.84852 & 2.39852 \tabularnewline
176 & 101.9 & 105.805 & 106.542 & -0.736264 & -3.9054 \tabularnewline
177 & 112.6 & 109.388 & 106.892 & 2.49633 & 3.212 \tabularnewline
178 & 115.6 & 113.38 & 107.221 & 6.15957 & 2.2196 \tabularnewline
179 & 105 & 108.768 & 107.2 & 1.56815 & -3.76815 \tabularnewline
180 & 110.6 & 108.678 & 107.392 & 1.28653 & 1.9218 \tabularnewline
181 & 100.8 & 103.032 & 107.825 & -4.79288 & -2.23212 \tabularnewline
182 & 98.2 & 100.393 & 108.129 & -7.73602 & -2.19315 \tabularnewline
183 & 111.2 & 110.664 & 108.304 & 2.35989 & 0.535943 \tabularnewline
184 & 109.9 & 107.582 & 108.404 & -0.822141 & 2.31797 \tabularnewline
185 & 103.6 & 108.461 & 108.792 & -0.330474 & -4.86119 \tabularnewline
186 & 115.7 & 111.642 & 109.246 & 2.39583 & 4.05834 \tabularnewline
187 & 110.6 & 107.589 & 109.438 & -1.84852 & 3.01102 \tabularnewline
188 & 105.6 & 109.085 & 109.821 & -0.736264 & -3.48457 \tabularnewline
189 & 113.1 & 112.942 & 110.446 & 2.49633 & 0.157833 \tabularnewline
190 & 117.5 & 117.051 & 110.892 & 6.15957 & 0.448764 \tabularnewline
191 & 112.4 & 113.093 & 111.525 & 1.56815 & -0.693147 \tabularnewline
192 & 114.1 & 113.441 & 112.154 & 1.28653 & 0.659304 \tabularnewline
193 & 101.9 & 107.37 & 112.162 & -4.79288 & -5.46962 \tabularnewline
194 & 106.3 & 104.676 & 112.412 & -7.73602 & 1.62352 \tabularnewline
195 & 118.1 & 115.356 & 112.996 & 2.35989 & 2.74428 \tabularnewline
196 & 113.7 & 112.265 & 113.087 & -0.822141 & 1.43464 \tabularnewline
197 & 115 & 112.87 & 113.2 & -0.330474 & 2.13047 \tabularnewline
198 & 119.4 & 115.937 & 113.542 & 2.39583 & 3.46251 \tabularnewline
199 & 107.1 & 112.022 & 113.871 & -1.84852 & -4.92231 \tabularnewline
200 & 115.1 & 113.285 & 114.021 & -0.736264 & 1.81543 \tabularnewline
201 & 117.6 & 116.605 & 114.108 & 2.49633 & 0.995333 \tabularnewline
202 & 115.2 & 120.168 & 114.008 & 6.15957 & -4.9679 \tabularnewline
203 & 117.4 & 115.543 & 113.975 & 1.56815 & 1.85685 \tabularnewline
204 & 117.3 & 115.537 & 114.25 & 1.28653 & 1.76347 \tabularnewline
205 & 106.6 & 109.611 & 114.404 & -4.79288 & -3.01128 \tabularnewline
206 & 105.2 & 106.781 & 114.517 & -7.73602 & -1.58065 \tabularnewline
207 & 121.3 & NA & NA & 2.35989 & NA \tabularnewline
208 & 108.1 & NA & NA & -0.822141 & NA \tabularnewline
209 & 119.8 & NA & NA & -0.330474 & NA \tabularnewline
210 & 121.2 & NA & NA & 2.39583 & NA \tabularnewline
211 & 109 & NA & NA & -1.84852 & NA \tabularnewline
212 & 115.9 & NA & NA & -0.736264 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309070&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]58.1[/C][C]NA[/C][C]NA[/C][C]-4.79288[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]60.3[/C][C]NA[/C][C]NA[/C][C]-7.73602[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]66.7[/C][C]NA[/C][C]NA[/C][C]2.35989[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]63.7[/C][C]NA[/C][C]NA[/C][C]-0.822141[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]71.7[/C][C]NA[/C][C]NA[/C][C]-0.330474[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]68.8[/C][C]NA[/C][C]NA[/C][C]2.39583[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]61.8[/C][C]66.0473[/C][C]67.8958[/C][C]-1.84852[/C][C]-4.24731[/C][/ROW]
[ROW][C]8[/C][C]68.7[/C][C]67.7179[/C][C]68.4542[/C][C]-0.736264[/C][C]0.982098[/C][/ROW]
[ROW][C]9[/C][C]69.7[/C][C]71.3838[/C][C]68.8875[/C][C]2.49633[/C][C]-1.68383[/C][/ROW]
[ROW][C]10[/C][C]76.4[/C][C]75.4971[/C][C]69.3375[/C][C]6.15957[/C][C]0.902931[/C][/ROW]
[ROW][C]11[/C][C]73.8[/C][C]71.2056[/C][C]69.6375[/C][C]1.56815[/C][C]2.59435[/C][/ROW]
[ROW][C]12[/C][C]70.2[/C][C]71.2407[/C][C]69.9542[/C][C]1.28653[/C][C]-1.0407[/C][/ROW]
[ROW][C]13[/C][C]67.8[/C][C]65.7738[/C][C]70.5667[/C][C]-4.79288[/C][C]2.02622[/C][/ROW]
[ROW][C]14[/C][C]64[/C][C]63.564[/C][C]71.3[/C][C]-7.73602[/C][C]0.436019[/C][/ROW]
[ROW][C]15[/C][C]73.4[/C][C]74.1057[/C][C]71.7458[/C][C]2.35989[/C][C]-0.705724[/C][/ROW]
[ROW][C]16[/C][C]67.8[/C][C]71.232[/C][C]72.0542[/C][C]-0.822141[/C][C]-3.43203[/C][/ROW]
[ROW][C]17[/C][C]74.8[/C][C]71.9904[/C][C]72.3208[/C][C]-0.330474[/C][C]2.80964[/C][/ROW]
[ROW][C]18[/C][C]73.3[/C][C]74.8583[/C][C]72.4625[/C][C]2.39583[/C][C]-1.55833[/C][/ROW]
[ROW][C]19[/C][C]72[/C][C]70.7931[/C][C]72.6417[/C][C]-1.84852[/C][C]1.20685[/C][/ROW]
[ROW][C]20[/C][C]76.1[/C][C]72.2012[/C][C]72.9375[/C][C]-0.736264[/C][C]3.89876[/C][/ROW]
[ROW][C]21[/C][C]73[/C][C]75.638[/C][C]73.1417[/C][C]2.49633[/C][C]-2.638[/C][/ROW]
[ROW][C]22[/C][C]80.5[/C][C]79.5846[/C][C]73.425[/C][C]6.15957[/C][C]0.915431[/C][/ROW]
[ROW][C]23[/C][C]76.1[/C][C]75.214[/C][C]73.6458[/C][C]1.56815[/C][C]0.886019[/C][/ROW]
[ROW][C]24[/C][C]71.3[/C][C]74.9032[/C][C]73.6167[/C][C]1.28653[/C][C]-3.6032[/C][/ROW]
[ROW][C]25[/C][C]71[/C][C]68.9196[/C][C]73.7125[/C][C]-4.79288[/C][C]2.08038[/C][/ROW]
[ROW][C]26[/C][C]67.9[/C][C]65.9806[/C][C]73.7167[/C][C]-7.73602[/C][C]1.91935[/C][/ROW]
[ROW][C]27[/C][C]74.4[/C][C]76.1141[/C][C]73.7542[/C][C]2.35989[/C][C]-1.71406[/C][/ROW]
[ROW][C]28[/C][C]73.6[/C][C]73.132[/C][C]73.9542[/C][C]-0.822141[/C][C]0.467974[/C][/ROW]
[ROW][C]29[/C][C]74.3[/C][C]73.5862[/C][C]73.9167[/C][C]-0.330474[/C][C]0.713807[/C][/ROW]
[ROW][C]30[/C][C]73.1[/C][C]76.4583[/C][C]74.0625[/C][C]2.39583[/C][C]-3.35833[/C][/ROW]
[ROW][C]31[/C][C]74.5[/C][C]72.589[/C][C]74.4375[/C][C]-1.84852[/C][C]1.91102[/C][/ROW]
[ROW][C]32[/C][C]73.7[/C][C]73.9471[/C][C]74.6833[/C][C]-0.736264[/C][C]-0.247069[/C][/ROW]
[ROW][C]33[/C][C]76.3[/C][C]77.3172[/C][C]74.8208[/C][C]2.49633[/C][C]-1.01717[/C][/ROW]
[ROW][C]34[/C][C]82[/C][C]81.1429[/C][C]74.9833[/C][C]6.15957[/C][C]0.857098[/C][/ROW]
[ROW][C]35[/C][C]73.7[/C][C]76.639[/C][C]75.0708[/C][C]1.56815[/C][C]-2.93898[/C][/ROW]
[ROW][C]36[/C][C]77.2[/C][C]76.4282[/C][C]75.1417[/C][C]1.28653[/C][C]0.771804[/C][/ROW]
[ROW][C]37[/C][C]74.1[/C][C]70.6155[/C][C]75.4083[/C][C]-4.79288[/C][C]3.48455[/C][/ROW]
[ROW][C]38[/C][C]70.7[/C][C]67.8348[/C][C]75.5708[/C][C]-7.73602[/C][C]2.86519[/C][/ROW]
[ROW][C]39[/C][C]74.9[/C][C]78.0516[/C][C]75.6917[/C][C]2.35989[/C][C]-3.15156[/C][/ROW]
[ROW][C]40[/C][C]77[/C][C]75.0695[/C][C]75.8917[/C][C]-0.822141[/C][C]1.93047[/C][/ROW]
[ROW][C]41[/C][C]73[/C][C]75.6945[/C][C]76.025[/C][C]-0.330474[/C][C]-2.69453[/C][/ROW]
[ROW][C]42[/C][C]76.1[/C][C]78.5167[/C][C]76.1208[/C][C]2.39583[/C][C]-2.41666[/C][/ROW]
[ROW][C]43[/C][C]77.9[/C][C]74.2848[/C][C]76.1333[/C][C]-1.84852[/C][C]3.61519[/C][/ROW]
[ROW][C]44[/C][C]74.2[/C][C]75.3721[/C][C]76.1083[/C][C]-0.736264[/C][C]-1.17207[/C][/ROW]
[ROW][C]45[/C][C]78.7[/C][C]79.0213[/C][C]76.525[/C][C]2.49633[/C][C]-0.321334[/C][/ROW]
[ROW][C]46[/C][C]84.4[/C][C]83.1512[/C][C]76.9917[/C][C]6.15957[/C][C]1.24876[/C][/ROW]
[ROW][C]47[/C][C]74.5[/C][C]78.7723[/C][C]77.2042[/C][C]1.56815[/C][C]-4.27231[/C][/ROW]
[ROW][C]48[/C][C]78.7[/C][C]78.9949[/C][C]77.7083[/C][C]1.28653[/C][C]-0.294863[/C][/ROW]
[ROW][C]49[/C][C]72.9[/C][C]73.2571[/C][C]78.05[/C][C]-4.79288[/C][C]-0.357118[/C][/ROW]
[ROW][C]50[/C][C]71.3[/C][C]70.4848[/C][C]78.2208[/C][C]-7.73602[/C][C]0.815186[/C][/ROW]
[ROW][C]51[/C][C]84.3[/C][C]81.0224[/C][C]78.6625[/C][C]2.35989[/C][C]3.27761[/C][/ROW]
[ROW][C]52[/C][C]78.8[/C][C]78.0529[/C][C]78.875[/C][C]-0.822141[/C][C]0.747141[/C][/ROW]
[ROW][C]53[/C][C]76.3[/C][C]78.8445[/C][C]79.175[/C][C]-0.330474[/C][C]-2.54453[/C][/ROW]
[ROW][C]54[/C][C]84.9[/C][C]82.1833[/C][C]79.7875[/C][C]2.39583[/C][C]2.71667[/C][/ROW]
[ROW][C]55[/C][C]77.3[/C][C]78.3556[/C][C]80.2042[/C][C]-1.84852[/C][C]-1.05565[/C][/ROW]
[ROW][C]56[/C][C]78.9[/C][C]79.6512[/C][C]80.3875[/C][C]-0.736264[/C][C]-0.751236[/C][/ROW]
[ROW][C]57[/C][C]84.6[/C][C]82.8838[/C][C]80.3875[/C][C]2.49633[/C][C]1.71617[/C][/ROW]
[ROW][C]58[/C][C]83.6[/C][C]86.5637[/C][C]80.4042[/C][C]6.15957[/C][C]-2.96374[/C][/ROW]
[ROW][C]59[/C][C]82.5[/C][C]82.2348[/C][C]80.6667[/C][C]1.56815[/C][C]0.265186[/C][/ROW]
[ROW][C]60[/C][C]85.4[/C][C]82.2032[/C][C]80.9167[/C][C]1.28653[/C][C]3.1968[/C][/ROW]
[ROW][C]61[/C][C]76.2[/C][C]76.1238[/C][C]80.9167[/C][C]-4.79288[/C][C]0.0762153[/C][/ROW]
[ROW][C]62[/C][C]72.4[/C][C]73.3556[/C][C]81.0917[/C][C]-7.73602[/C][C]-0.955647[/C][/ROW]
[ROW][C]63[/C][C]83.2[/C][C]83.8182[/C][C]81.4583[/C][C]2.35989[/C][C]-0.618224[/C][/ROW]
[ROW][C]64[/C][C]80.3[/C][C]80.8487[/C][C]81.6708[/C][C]-0.822141[/C][C]-0.548693[/C][/ROW]
[ROW][C]65[/C][C]81.1[/C][C]81.657[/C][C]81.9875[/C][C]-0.330474[/C][C]-0.557026[/C][/ROW]
[ROW][C]66[/C][C]86.1[/C][C]84.7333[/C][C]82.3375[/C][C]2.39583[/C][C]1.36667[/C][/ROW]
[ROW][C]67[/C][C]76.1[/C][C]80.7431[/C][C]82.5917[/C][C]-1.84852[/C][C]-4.64315[/C][/ROW]
[ROW][C]68[/C][C]84.3[/C][C]82.1346[/C][C]82.8708[/C][C]-0.736264[/C][C]2.16543[/C][/ROW]
[ROW][C]69[/C][C]88[/C][C]85.6838[/C][C]83.1875[/C][C]2.49633[/C][C]2.31617[/C][/ROW]
[ROW][C]70[/C][C]85.3[/C][C]89.5137[/C][C]83.3542[/C][C]6.15957[/C][C]-4.21374[/C][/ROW]
[ROW][C]71[/C][C]88.4[/C][C]85.189[/C][C]83.6208[/C][C]1.56815[/C][C]3.21102[/C][/ROW]
[ROW][C]72[/C][C]87.9[/C][C]85.324[/C][C]84.0375[/C][C]1.28653[/C][C]2.57597[/C][/ROW]
[ROW][C]73[/C][C]79.8[/C][C]79.6738[/C][C]84.4667[/C][C]-4.79288[/C][C]0.126215[/C][/ROW]
[ROW][C]74[/C][C]75.5[/C][C]77.2306[/C][C]84.9667[/C][C]-7.73602[/C][C]-1.73065[/C][/ROW]
[ROW][C]75[/C][C]87.7[/C][C]87.5807[/C][C]85.2208[/C][C]2.35989[/C][C]0.119276[/C][/ROW]
[ROW][C]76[/C][C]79.8[/C][C]84.832[/C][C]85.6542[/C][C]-0.822141[/C][C]-5.03203[/C][/ROW]
[ROW][C]77[/C][C]88[/C][C]85.8612[/C][C]86.1917[/C][C]-0.330474[/C][C]2.13881[/C][/ROW]
[ROW][C]78[/C][C]89.2[/C][C]88.7417[/C][C]86.3458[/C][C]2.39583[/C][C]0.458338[/C][/ROW]
[ROW][C]79[/C][C]83.3[/C][C]84.8431[/C][C]86.6917[/C][C]-1.84852[/C][C]-1.54315[/C][/ROW]
[ROW][C]80[/C][C]89.1[/C][C]86.5554[/C][C]87.2917[/C][C]-0.736264[/C][C]2.5446[/C][/ROW]
[ROW][C]81[/C][C]89.3[/C][C]90.313[/C][C]87.8167[/C][C]2.49633[/C][C]-1.013[/C][/ROW]
[ROW][C]82[/C][C]94.4[/C][C]94.5929[/C][C]88.4333[/C][C]6.15957[/C][C]-0.192902[/C][/ROW]
[ROW][C]83[/C][C]92.2[/C][C]90.5056[/C][C]88.9375[/C][C]1.56815[/C][C]1.69435[/C][/ROW]
[ROW][C]84[/C][C]87.8[/C][C]90.5907[/C][C]89.3042[/C][C]1.28653[/C][C]-2.7907[/C][/ROW]
[ROW][C]85[/C][C]88.2[/C][C]84.9863[/C][C]89.7792[/C][C]-4.79288[/C][C]3.21372[/C][/ROW]
[ROW][C]86[/C][C]81.5[/C][C]82.5306[/C][C]90.2667[/C][C]-7.73602[/C][C]-1.03065[/C][/ROW]
[ROW][C]87[/C][C]94.3[/C][C]93.0182[/C][C]90.6583[/C][C]2.35989[/C][C]1.28178[/C][/ROW]
[ROW][C]88[/C][C]88[/C][C]90.4445[/C][C]91.2667[/C][C]-0.822141[/C][C]-2.44453[/C][/ROW]
[ROW][C]89[/C][C]91.9[/C][C]91.7237[/C][C]92.0542[/C][C]-0.330474[/C][C]0.176307[/C][/ROW]
[ROW][C]90[/C][C]94.1[/C][C]95.075[/C][C]92.6792[/C][C]2.39583[/C][C]-0.974995[/C][/ROW]
[ROW][C]91[/C][C]89.8[/C][C]91.5681[/C][C]93.4167[/C][C]-1.84852[/C][C]-1.76815[/C][/ROW]
[ROW][C]92[/C][C]94.3[/C][C]93.6429[/C][C]94.3792[/C][C]-0.736264[/C][C]0.657098[/C][/ROW]
[ROW][C]93[/C][C]93.5[/C][C]97.4338[/C][C]94.9375[/C][C]2.49633[/C][C]-3.93383[/C][/ROW]
[ROW][C]94[/C][C]104.8[/C][C]101.78[/C][C]95.6208[/C][C]6.15957[/C][C]3.0196[/C][/ROW]
[ROW][C]95[/C][C]100.7[/C][C]98.114[/C][C]96.5458[/C][C]1.56815[/C][C]2.58602[/C][/ROW]
[ROW][C]96[/C][C]94.3[/C][C]98.299[/C][C]97.0125[/C][C]1.28653[/C][C]-3.99903[/C][/ROW]
[ROW][C]97[/C][C]99.4[/C][C]92.8946[/C][C]97.6875[/C][C]-4.79288[/C][C]6.50538[/C][/ROW]
[ROW][C]98[/C][C]93.4[/C][C]90.5181[/C][C]98.2542[/C][C]-7.73602[/C][C]2.88185[/C][/ROW]
[ROW][C]99[/C][C]95.8[/C][C]101.143[/C][C]98.7833[/C][C]2.35989[/C][C]-5.34322[/C][/ROW]
[ROW][C]100[/C][C]102.9[/C][C]98.6029[/C][C]99.425[/C][C]-0.822141[/C][C]4.29714[/C][/ROW]
[ROW][C]101[/C][C]99.2[/C][C]99.1195[/C][C]99.45[/C][C]-0.330474[/C][C]0.0804739[/C][/ROW]
[ROW][C]102[/C][C]98[/C][C]102.046[/C][C]99.65[/C][C]2.39583[/C][C]-4.04583[/C][/ROW]
[ROW][C]103[/C][C]102.1[/C][C]97.7931[/C][C]99.6417[/C][C]-1.84852[/C][C]4.30685[/C][/ROW]
[ROW][C]104[/C][C]95.6[/C][C]98.4137[/C][C]99.15[/C][C]-0.736264[/C][C]-2.81374[/C][/ROW]
[ROW][C]105[/C][C]104.9[/C][C]101.688[/C][C]99.1917[/C][C]2.49633[/C][C]3.212[/C][/ROW]
[ROW][C]106[/C][C]108.8[/C][C]105.393[/C][C]99.2333[/C][C]6.15957[/C][C]3.4071[/C][/ROW]
[ROW][C]107[/C][C]97.3[/C][C]100.451[/C][C]98.8833[/C][C]1.56815[/C][C]-3.15148[/C][/ROW]
[ROW][C]108[/C][C]102.5[/C][C]100.17[/C][C]98.8833[/C][C]1.28653[/C][C]2.33014[/C][/ROW]
[ROW][C]109[/C][C]91[/C][C]94.2071[/C][C]99[/C][C]-4.79288[/C][C]-3.20712[/C][/ROW]
[ROW][C]110[/C][C]90[/C][C]91.164[/C][C]98.9[/C][C]-7.73602[/C][C]-1.16398[/C][/ROW]
[ROW][C]111[/C][C]100.2[/C][C]101.122[/C][C]98.7625[/C][C]2.35989[/C][C]-0.922391[/C][/ROW]
[ROW][C]112[/C][C]99.5[/C][C]97.5862[/C][C]98.4083[/C][C]-0.822141[/C][C]1.91381[/C][/ROW]
[ROW][C]113[/C][C]94.2[/C][C]97.882[/C][C]98.2125[/C][C]-0.330474[/C][C]-3.68203[/C][/ROW]
[ROW][C]114[/C][C]103[/C][C]100.596[/C][C]98.2[/C][C]2.39583[/C][C]2.40417[/C][/ROW]
[ROW][C]115[/C][C]99.9[/C][C]96.189[/C][C]98.0375[/C][C]-1.84852[/C][C]3.71102[/C][/ROW]
[ROW][C]116[/C][C]95.4[/C][C]97.2054[/C][C]97.9417[/C][C]-0.736264[/C][C]-1.8054[/C][/ROW]
[ROW][C]117[/C][C]101.8[/C][C]100.692[/C][C]98.1958[/C][C]2.49633[/C][C]1.10783[/C][/ROW]
[ROW][C]118[/C][C]103.4[/C][C]104.585[/C][C]98.425[/C][C]6.15957[/C][C]-1.18457[/C][/ROW]
[ROW][C]119[/C][C]98[/C][C]100.006[/C][C]98.4375[/C][C]1.56815[/C][C]-2.00565[/C][/ROW]
[ROW][C]120[/C][C]101.5[/C][C]99.8407[/C][C]98.5542[/C][C]1.28653[/C][C]1.6593[/C][/ROW]
[ROW][C]121[/C][C]88.1[/C][C]93.778[/C][C]98.5708[/C][C]-4.79288[/C][C]-5.67795[/C][/ROW]
[ROW][C]122[/C][C]90.6[/C][C]90.9098[/C][C]98.6458[/C][C]-7.73602[/C][C]-0.309814[/C][/ROW]
[ROW][C]123[/C][C]105.7[/C][C]101.239[/C][C]98.8792[/C][C]2.35989[/C][C]4.46094[/C][/ROW]
[ROW][C]124[/C][C]99.5[/C][C]98.157[/C][C]98.9792[/C][C]-0.822141[/C][C]1.34297[/C][/ROW]
[ROW][C]125[/C][C]94.5[/C][C]98.9904[/C][C]99.3208[/C][C]-0.330474[/C][C]-4.49036[/C][/ROW]
[ROW][C]126[/C][C]105.5[/C][C]102.204[/C][C]99.8083[/C][C]2.39583[/C][C]3.29584[/C][/ROW]
[ROW][C]127[/C][C]97.8[/C][C]98.5056[/C][C]100.354[/C][C]-1.84852[/C][C]-0.705647[/C][/ROW]
[ROW][C]128[/C][C]99.3[/C][C]100.185[/C][C]100.921[/C][C]-0.736264[/C][C]-0.884569[/C][/ROW]
[ROW][C]129[/C][C]103.5[/C][C]103.805[/C][C]101.308[/C][C]2.49633[/C][C]-0.304667[/C][/ROW]
[ROW][C]130[/C][C]104.1[/C][C]107.776[/C][C]101.617[/C][C]6.15957[/C][C]-3.67624[/C][/ROW]
[ROW][C]131[/C][C]105.5[/C][C]103.939[/C][C]102.371[/C][C]1.56815[/C][C]1.56102[/C][/ROW]
[ROW][C]132[/C][C]105.7[/C][C]104.228[/C][C]102.942[/C][C]1.28653[/C][C]1.4718[/C][/ROW]
[ROW][C]133[/C][C]97[/C][C]98.0155[/C][C]102.808[/C][C]-4.79288[/C][C]-1.01545[/C][/ROW]
[ROW][C]134[/C][C]95.3[/C][C]95.2723[/C][C]103.008[/C][C]-7.73602[/C][C]0.0276859[/C][/ROW]
[ROW][C]135[/C][C]110.3[/C][C]105.947[/C][C]103.587[/C][C]2.35989[/C][C]4.35261[/C][/ROW]
[ROW][C]136[/C][C]102.3[/C][C]103.265[/C][C]104.088[/C][C]-0.822141[/C][C]-0.965359[/C][/ROW]
[ROW][C]137[/C][C]109.8[/C][C]104.09[/C][C]104.421[/C][C]-0.330474[/C][C]5.70964[/C][/ROW]
[ROW][C]138[/C][C]103.9[/C][C]107.042[/C][C]104.646[/C][C]2.39583[/C][C]-3.14166[/C][/ROW]
[ROW][C]139[/C][C]96.2[/C][C]103.097[/C][C]104.946[/C][C]-1.84852[/C][C]-6.89731[/C][/ROW]
[ROW][C]140[/C][C]105.7[/C][C]104.714[/C][C]105.45[/C][C]-0.736264[/C][C]0.986264[/C][/ROW]
[ROW][C]141[/C][C]111[/C][C]108.246[/C][C]105.75[/C][C]2.49633[/C][C]2.75367[/C][/ROW]
[ROW][C]142[/C][C]108.6[/C][C]111.893[/C][C]105.733[/C][C]6.15957[/C][C]-3.2929[/C][/ROW]
[ROW][C]143[/C][C]109[/C][C]107.231[/C][C]105.662[/C][C]1.56815[/C][C]1.76935[/C][/ROW]
[ROW][C]144[/C][C]107.6[/C][C]107.203[/C][C]105.917[/C][C]1.28653[/C][C]0.396804[/C][/ROW]
[ROW][C]145[/C][C]102.3[/C][C]101.736[/C][C]106.529[/C][C]-4.79288[/C][C]0.563715[/C][/ROW]
[ROW][C]146[/C][C]102.1[/C][C]99.3015[/C][C]107.038[/C][C]-7.73602[/C][C]2.79852[/C][/ROW]
[ROW][C]147[/C][C]110.7[/C][C]109.406[/C][C]107.046[/C][C]2.35989[/C][C]1.29428[/C][/ROW]
[ROW][C]148[/C][C]101.5[/C][C]106.445[/C][C]107.267[/C][C]-0.822141[/C][C]-4.94453[/C][/ROW]
[ROW][C]149[/C][C]108.9[/C][C]107.436[/C][C]107.767[/C][C]-0.330474[/C][C]1.46381[/C][/ROW]
[ROW][C]150[/C][C]110.9[/C][C]110.15[/C][C]107.754[/C][C]2.39583[/C][C]0.750005[/C][/ROW]
[ROW][C]151[/C][C]103.9[/C][C]105.918[/C][C]107.767[/C][C]-1.84852[/C][C]-2.01815[/C][/ROW]
[ROW][C]152[/C][C]110.2[/C][C]106.93[/C][C]107.667[/C][C]-0.736264[/C][C]3.2696[/C][/ROW]
[ROW][C]153[/C][C]106.7[/C][C]109.767[/C][C]107.271[/C][C]2.49633[/C][C]-3.06717[/C][/ROW]
[ROW][C]154[/C][C]118.2[/C][C]113.435[/C][C]107.275[/C][C]6.15957[/C][C]4.76543[/C][/ROW]
[ROW][C]155[/C][C]111.4[/C][C]109.039[/C][C]107.471[/C][C]1.56815[/C][C]2.36102[/C][/ROW]
[ROW][C]156[/C][C]104.9[/C][C]108.537[/C][C]107.25[/C][C]1.28653[/C][C]-3.63653[/C][/ROW]
[ROW][C]157[/C][C]105.3[/C][C]102.536[/C][C]107.329[/C][C]-4.79288[/C][C]2.76372[/C][/ROW]
[ROW][C]158[/C][C]96.7[/C][C]99.639[/C][C]107.375[/C][C]-7.73602[/C][C]-2.93898[/C][/ROW]
[ROW][C]159[/C][C]106.6[/C][C]109.452[/C][C]107.092[/C][C]2.35989[/C][C]-2.85156[/C][/ROW]
[ROW][C]160[/C][C]105.7[/C][C]106.103[/C][C]106.925[/C][C]-0.822141[/C][C]-0.402859[/C][/ROW]
[ROW][C]161[/C][C]109.4[/C][C]106.174[/C][C]106.504[/C][C]-0.330474[/C][C]3.22631[/C][/ROW]
[ROW][C]162[/C][C]105.1[/C][C]108.658[/C][C]106.263[/C][C]2.39583[/C][C]-3.55833[/C][/ROW]
[ROW][C]163[/C][C]111.6[/C][C]104.247[/C][C]106.096[/C][C]-1.84852[/C][C]7.35269[/C][/ROW]
[ROW][C]164[/C][C]103.6[/C][C]105.143[/C][C]105.879[/C][C]-0.736264[/C][C]-1.5429[/C][/ROW]
[ROW][C]165[/C][C]106.5[/C][C]108.28[/C][C]105.783[/C][C]2.49633[/C][C]-1.77967[/C][/ROW]
[ROW][C]166[/C][C]114.4[/C][C]111.98[/C][C]105.821[/C][C]6.15957[/C][C]2.4196[/C][/ROW]
[ROW][C]167[/C][C]105.1[/C][C]107.343[/C][C]105.775[/C][C]1.56815[/C][C]-2.24315[/C][/ROW]
[ROW][C]168[/C][C]105.4[/C][C]107.07[/C][C]105.783[/C][C]1.28653[/C][C]-1.66986[/C][/ROW]
[ROW][C]169[/C][C]100.8[/C][C]100.957[/C][C]105.75[/C][C]-4.79288[/C][C]-0.157118[/C][/ROW]
[ROW][C]170[/C][C]96[/C][C]97.7515[/C][C]105.487[/C][C]-7.73602[/C][C]-1.75148[/C][/ROW]
[ROW][C]171[/C][C]105[/C][C]108.031[/C][C]105.671[/C][C]2.35989[/C][C]-3.03072[/C][/ROW]
[ROW][C]172[/C][C]108.2[/C][C]105.153[/C][C]105.975[/C][C]-0.822141[/C][C]3.04714[/C][/ROW]
[ROW][C]173[/C][C]105.8[/C][C]105.69[/C][C]106.021[/C][C]-0.330474[/C][C]0.109641[/C][/ROW]
[ROW][C]174[/C][C]108.9[/C][C]108.629[/C][C]106.233[/C][C]2.39583[/C][C]0.270838[/C][/ROW]
[ROW][C]175[/C][C]107[/C][C]104.601[/C][C]106.45[/C][C]-1.84852[/C][C]2.39852[/C][/ROW]
[ROW][C]176[/C][C]101.9[/C][C]105.805[/C][C]106.542[/C][C]-0.736264[/C][C]-3.9054[/C][/ROW]
[ROW][C]177[/C][C]112.6[/C][C]109.388[/C][C]106.892[/C][C]2.49633[/C][C]3.212[/C][/ROW]
[ROW][C]178[/C][C]115.6[/C][C]113.38[/C][C]107.221[/C][C]6.15957[/C][C]2.2196[/C][/ROW]
[ROW][C]179[/C][C]105[/C][C]108.768[/C][C]107.2[/C][C]1.56815[/C][C]-3.76815[/C][/ROW]
[ROW][C]180[/C][C]110.6[/C][C]108.678[/C][C]107.392[/C][C]1.28653[/C][C]1.9218[/C][/ROW]
[ROW][C]181[/C][C]100.8[/C][C]103.032[/C][C]107.825[/C][C]-4.79288[/C][C]-2.23212[/C][/ROW]
[ROW][C]182[/C][C]98.2[/C][C]100.393[/C][C]108.129[/C][C]-7.73602[/C][C]-2.19315[/C][/ROW]
[ROW][C]183[/C][C]111.2[/C][C]110.664[/C][C]108.304[/C][C]2.35989[/C][C]0.535943[/C][/ROW]
[ROW][C]184[/C][C]109.9[/C][C]107.582[/C][C]108.404[/C][C]-0.822141[/C][C]2.31797[/C][/ROW]
[ROW][C]185[/C][C]103.6[/C][C]108.461[/C][C]108.792[/C][C]-0.330474[/C][C]-4.86119[/C][/ROW]
[ROW][C]186[/C][C]115.7[/C][C]111.642[/C][C]109.246[/C][C]2.39583[/C][C]4.05834[/C][/ROW]
[ROW][C]187[/C][C]110.6[/C][C]107.589[/C][C]109.438[/C][C]-1.84852[/C][C]3.01102[/C][/ROW]
[ROW][C]188[/C][C]105.6[/C][C]109.085[/C][C]109.821[/C][C]-0.736264[/C][C]-3.48457[/C][/ROW]
[ROW][C]189[/C][C]113.1[/C][C]112.942[/C][C]110.446[/C][C]2.49633[/C][C]0.157833[/C][/ROW]
[ROW][C]190[/C][C]117.5[/C][C]117.051[/C][C]110.892[/C][C]6.15957[/C][C]0.448764[/C][/ROW]
[ROW][C]191[/C][C]112.4[/C][C]113.093[/C][C]111.525[/C][C]1.56815[/C][C]-0.693147[/C][/ROW]
[ROW][C]192[/C][C]114.1[/C][C]113.441[/C][C]112.154[/C][C]1.28653[/C][C]0.659304[/C][/ROW]
[ROW][C]193[/C][C]101.9[/C][C]107.37[/C][C]112.162[/C][C]-4.79288[/C][C]-5.46962[/C][/ROW]
[ROW][C]194[/C][C]106.3[/C][C]104.676[/C][C]112.412[/C][C]-7.73602[/C][C]1.62352[/C][/ROW]
[ROW][C]195[/C][C]118.1[/C][C]115.356[/C][C]112.996[/C][C]2.35989[/C][C]2.74428[/C][/ROW]
[ROW][C]196[/C][C]113.7[/C][C]112.265[/C][C]113.087[/C][C]-0.822141[/C][C]1.43464[/C][/ROW]
[ROW][C]197[/C][C]115[/C][C]112.87[/C][C]113.2[/C][C]-0.330474[/C][C]2.13047[/C][/ROW]
[ROW][C]198[/C][C]119.4[/C][C]115.937[/C][C]113.542[/C][C]2.39583[/C][C]3.46251[/C][/ROW]
[ROW][C]199[/C][C]107.1[/C][C]112.022[/C][C]113.871[/C][C]-1.84852[/C][C]-4.92231[/C][/ROW]
[ROW][C]200[/C][C]115.1[/C][C]113.285[/C][C]114.021[/C][C]-0.736264[/C][C]1.81543[/C][/ROW]
[ROW][C]201[/C][C]117.6[/C][C]116.605[/C][C]114.108[/C][C]2.49633[/C][C]0.995333[/C][/ROW]
[ROW][C]202[/C][C]115.2[/C][C]120.168[/C][C]114.008[/C][C]6.15957[/C][C]-4.9679[/C][/ROW]
[ROW][C]203[/C][C]117.4[/C][C]115.543[/C][C]113.975[/C][C]1.56815[/C][C]1.85685[/C][/ROW]
[ROW][C]204[/C][C]117.3[/C][C]115.537[/C][C]114.25[/C][C]1.28653[/C][C]1.76347[/C][/ROW]
[ROW][C]205[/C][C]106.6[/C][C]109.611[/C][C]114.404[/C][C]-4.79288[/C][C]-3.01128[/C][/ROW]
[ROW][C]206[/C][C]105.2[/C][C]106.781[/C][C]114.517[/C][C]-7.73602[/C][C]-1.58065[/C][/ROW]
[ROW][C]207[/C][C]121.3[/C][C]NA[/C][C]NA[/C][C]2.35989[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]108.1[/C][C]NA[/C][C]NA[/C][C]-0.822141[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]119.8[/C][C]NA[/C][C]NA[/C][C]-0.330474[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]121.2[/C][C]NA[/C][C]NA[/C][C]2.39583[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]109[/C][C]NA[/C][C]NA[/C][C]-1.84852[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]115.9[/C][C]NA[/C][C]NA[/C][C]-0.736264[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309070&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309070&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	58.1	NA	NA	-4.79288	NA
2	60.3	NA	NA	-7.73602	NA
3	66.7	NA	NA	2.35989	NA
4	63.7	NA	NA	-0.822141	NA
5	71.7	NA	NA	-0.330474	NA
6	68.8	NA	NA	2.39583	NA
7	61.8	66.0473	67.8958	-1.84852	-4.24731
8	68.7	67.7179	68.4542	-0.736264	0.982098
9	69.7	71.3838	68.8875	2.49633	-1.68383
10	76.4	75.4971	69.3375	6.15957	0.902931
11	73.8	71.2056	69.6375	1.56815	2.59435
12	70.2	71.2407	69.9542	1.28653	-1.0407
13	67.8	65.7738	70.5667	-4.79288	2.02622
14	64	63.564	71.3	-7.73602	0.436019
15	73.4	74.1057	71.7458	2.35989	-0.705724
16	67.8	71.232	72.0542	-0.822141	-3.43203
17	74.8	71.9904	72.3208	-0.330474	2.80964
18	73.3	74.8583	72.4625	2.39583	-1.55833
19	72	70.7931	72.6417	-1.84852	1.20685
20	76.1	72.2012	72.9375	-0.736264	3.89876
21	73	75.638	73.1417	2.49633	-2.638
22	80.5	79.5846	73.425	6.15957	0.915431
23	76.1	75.214	73.6458	1.56815	0.886019
24	71.3	74.9032	73.6167	1.28653	-3.6032
25	71	68.9196	73.7125	-4.79288	2.08038
26	67.9	65.9806	73.7167	-7.73602	1.91935
27	74.4	76.1141	73.7542	2.35989	-1.71406
28	73.6	73.132	73.9542	-0.822141	0.467974
29	74.3	73.5862	73.9167	-0.330474	0.713807
30	73.1	76.4583	74.0625	2.39583	-3.35833
31	74.5	72.589	74.4375	-1.84852	1.91102
32	73.7	73.9471	74.6833	-0.736264	-0.247069
33	76.3	77.3172	74.8208	2.49633	-1.01717
34	82	81.1429	74.9833	6.15957	0.857098
35	73.7	76.639	75.0708	1.56815	-2.93898
36	77.2	76.4282	75.1417	1.28653	0.771804
37	74.1	70.6155	75.4083	-4.79288	3.48455
38	70.7	67.8348	75.5708	-7.73602	2.86519
39	74.9	78.0516	75.6917	2.35989	-3.15156
40	77	75.0695	75.8917	-0.822141	1.93047
41	73	75.6945	76.025	-0.330474	-2.69453
42	76.1	78.5167	76.1208	2.39583	-2.41666
43	77.9	74.2848	76.1333	-1.84852	3.61519
44	74.2	75.3721	76.1083	-0.736264	-1.17207
45	78.7	79.0213	76.525	2.49633	-0.321334
46	84.4	83.1512	76.9917	6.15957	1.24876
47	74.5	78.7723	77.2042	1.56815	-4.27231
48	78.7	78.9949	77.7083	1.28653	-0.294863
49	72.9	73.2571	78.05	-4.79288	-0.357118
50	71.3	70.4848	78.2208	-7.73602	0.815186
51	84.3	81.0224	78.6625	2.35989	3.27761
52	78.8	78.0529	78.875	-0.822141	0.747141
53	76.3	78.8445	79.175	-0.330474	-2.54453
54	84.9	82.1833	79.7875	2.39583	2.71667
55	77.3	78.3556	80.2042	-1.84852	-1.05565
56	78.9	79.6512	80.3875	-0.736264	-0.751236
57	84.6	82.8838	80.3875	2.49633	1.71617
58	83.6	86.5637	80.4042	6.15957	-2.96374
59	82.5	82.2348	80.6667	1.56815	0.265186
60	85.4	82.2032	80.9167	1.28653	3.1968
61	76.2	76.1238	80.9167	-4.79288	0.0762153
62	72.4	73.3556	81.0917	-7.73602	-0.955647
63	83.2	83.8182	81.4583	2.35989	-0.618224
64	80.3	80.8487	81.6708	-0.822141	-0.548693
65	81.1	81.657	81.9875	-0.330474	-0.557026
66	86.1	84.7333	82.3375	2.39583	1.36667
67	76.1	80.7431	82.5917	-1.84852	-4.64315
68	84.3	82.1346	82.8708	-0.736264	2.16543
69	88	85.6838	83.1875	2.49633	2.31617
70	85.3	89.5137	83.3542	6.15957	-4.21374
71	88.4	85.189	83.6208	1.56815	3.21102
72	87.9	85.324	84.0375	1.28653	2.57597
73	79.8	79.6738	84.4667	-4.79288	0.126215
74	75.5	77.2306	84.9667	-7.73602	-1.73065
75	87.7	87.5807	85.2208	2.35989	0.119276
76	79.8	84.832	85.6542	-0.822141	-5.03203
77	88	85.8612	86.1917	-0.330474	2.13881
78	89.2	88.7417	86.3458	2.39583	0.458338
79	83.3	84.8431	86.6917	-1.84852	-1.54315
80	89.1	86.5554	87.2917	-0.736264	2.5446
81	89.3	90.313	87.8167	2.49633	-1.013
82	94.4	94.5929	88.4333	6.15957	-0.192902
83	92.2	90.5056	88.9375	1.56815	1.69435
84	87.8	90.5907	89.3042	1.28653	-2.7907
85	88.2	84.9863	89.7792	-4.79288	3.21372
86	81.5	82.5306	90.2667	-7.73602	-1.03065
87	94.3	93.0182	90.6583	2.35989	1.28178
88	88	90.4445	91.2667	-0.822141	-2.44453
89	91.9	91.7237	92.0542	-0.330474	0.176307
90	94.1	95.075	92.6792	2.39583	-0.974995
91	89.8	91.5681	93.4167	-1.84852	-1.76815
92	94.3	93.6429	94.3792	-0.736264	0.657098
93	93.5	97.4338	94.9375	2.49633	-3.93383
94	104.8	101.78	95.6208	6.15957	3.0196
95	100.7	98.114	96.5458	1.56815	2.58602
96	94.3	98.299	97.0125	1.28653	-3.99903
97	99.4	92.8946	97.6875	-4.79288	6.50538
98	93.4	90.5181	98.2542	-7.73602	2.88185
99	95.8	101.143	98.7833	2.35989	-5.34322
100	102.9	98.6029	99.425	-0.822141	4.29714
101	99.2	99.1195	99.45	-0.330474	0.0804739
102	98	102.046	99.65	2.39583	-4.04583
103	102.1	97.7931	99.6417	-1.84852	4.30685
104	95.6	98.4137	99.15	-0.736264	-2.81374
105	104.9	101.688	99.1917	2.49633	3.212
106	108.8	105.393	99.2333	6.15957	3.4071
107	97.3	100.451	98.8833	1.56815	-3.15148
108	102.5	100.17	98.8833	1.28653	2.33014
109	91	94.2071	99	-4.79288	-3.20712
110	90	91.164	98.9	-7.73602	-1.16398
111	100.2	101.122	98.7625	2.35989	-0.922391
112	99.5	97.5862	98.4083	-0.822141	1.91381
113	94.2	97.882	98.2125	-0.330474	-3.68203
114	103	100.596	98.2	2.39583	2.40417
115	99.9	96.189	98.0375	-1.84852	3.71102
116	95.4	97.2054	97.9417	-0.736264	-1.8054
117	101.8	100.692	98.1958	2.49633	1.10783
118	103.4	104.585	98.425	6.15957	-1.18457
119	98	100.006	98.4375	1.56815	-2.00565
120	101.5	99.8407	98.5542	1.28653	1.6593
121	88.1	93.778	98.5708	-4.79288	-5.67795
122	90.6	90.9098	98.6458	-7.73602	-0.309814
123	105.7	101.239	98.8792	2.35989	4.46094
124	99.5	98.157	98.9792	-0.822141	1.34297
125	94.5	98.9904	99.3208	-0.330474	-4.49036
126	105.5	102.204	99.8083	2.39583	3.29584
127	97.8	98.5056	100.354	-1.84852	-0.705647
128	99.3	100.185	100.921	-0.736264	-0.884569
129	103.5	103.805	101.308	2.49633	-0.304667
130	104.1	107.776	101.617	6.15957	-3.67624
131	105.5	103.939	102.371	1.56815	1.56102
132	105.7	104.228	102.942	1.28653	1.4718
133	97	98.0155	102.808	-4.79288	-1.01545
134	95.3	95.2723	103.008	-7.73602	0.0276859
135	110.3	105.947	103.587	2.35989	4.35261
136	102.3	103.265	104.088	-0.822141	-0.965359
137	109.8	104.09	104.421	-0.330474	5.70964
138	103.9	107.042	104.646	2.39583	-3.14166
139	96.2	103.097	104.946	-1.84852	-6.89731
140	105.7	104.714	105.45	-0.736264	0.986264
141	111	108.246	105.75	2.49633	2.75367
142	108.6	111.893	105.733	6.15957	-3.2929
143	109	107.231	105.662	1.56815	1.76935
144	107.6	107.203	105.917	1.28653	0.396804
145	102.3	101.736	106.529	-4.79288	0.563715
146	102.1	99.3015	107.038	-7.73602	2.79852
147	110.7	109.406	107.046	2.35989	1.29428
148	101.5	106.445	107.267	-0.822141	-4.94453
149	108.9	107.436	107.767	-0.330474	1.46381
150	110.9	110.15	107.754	2.39583	0.750005
151	103.9	105.918	107.767	-1.84852	-2.01815
152	110.2	106.93	107.667	-0.736264	3.2696
153	106.7	109.767	107.271	2.49633	-3.06717
154	118.2	113.435	107.275	6.15957	4.76543
155	111.4	109.039	107.471	1.56815	2.36102
156	104.9	108.537	107.25	1.28653	-3.63653
157	105.3	102.536	107.329	-4.79288	2.76372
158	96.7	99.639	107.375	-7.73602	-2.93898
159	106.6	109.452	107.092	2.35989	-2.85156
160	105.7	106.103	106.925	-0.822141	-0.402859
161	109.4	106.174	106.504	-0.330474	3.22631
162	105.1	108.658	106.263	2.39583	-3.55833
163	111.6	104.247	106.096	-1.84852	7.35269
164	103.6	105.143	105.879	-0.736264	-1.5429
165	106.5	108.28	105.783	2.49633	-1.77967
166	114.4	111.98	105.821	6.15957	2.4196
167	105.1	107.343	105.775	1.56815	-2.24315
168	105.4	107.07	105.783	1.28653	-1.66986
169	100.8	100.957	105.75	-4.79288	-0.157118
170	96	97.7515	105.487	-7.73602	-1.75148
171	105	108.031	105.671	2.35989	-3.03072
172	108.2	105.153	105.975	-0.822141	3.04714
173	105.8	105.69	106.021	-0.330474	0.109641
174	108.9	108.629	106.233	2.39583	0.270838
175	107	104.601	106.45	-1.84852	2.39852
176	101.9	105.805	106.542	-0.736264	-3.9054
177	112.6	109.388	106.892	2.49633	3.212
178	115.6	113.38	107.221	6.15957	2.2196
179	105	108.768	107.2	1.56815	-3.76815
180	110.6	108.678	107.392	1.28653	1.9218
181	100.8	103.032	107.825	-4.79288	-2.23212
182	98.2	100.393	108.129	-7.73602	-2.19315
183	111.2	110.664	108.304	2.35989	0.535943
184	109.9	107.582	108.404	-0.822141	2.31797
185	103.6	108.461	108.792	-0.330474	-4.86119
186	115.7	111.642	109.246	2.39583	4.05834
187	110.6	107.589	109.438	-1.84852	3.01102
188	105.6	109.085	109.821	-0.736264	-3.48457
189	113.1	112.942	110.446	2.49633	0.157833
190	117.5	117.051	110.892	6.15957	0.448764
191	112.4	113.093	111.525	1.56815	-0.693147
192	114.1	113.441	112.154	1.28653	0.659304
193	101.9	107.37	112.162	-4.79288	-5.46962
194	106.3	104.676	112.412	-7.73602	1.62352
195	118.1	115.356	112.996	2.35989	2.74428
196	113.7	112.265	113.087	-0.822141	1.43464
197	115	112.87	113.2	-0.330474	2.13047
198	119.4	115.937	113.542	2.39583	3.46251
199	107.1	112.022	113.871	-1.84852	-4.92231
200	115.1	113.285	114.021	-0.736264	1.81543
201	117.6	116.605	114.108	2.49633	0.995333
202	115.2	120.168	114.008	6.15957	-4.9679
203	117.4	115.543	113.975	1.56815	1.85685
204	117.3	115.537	114.25	1.28653	1.76347
205	106.6	109.611	114.404	-4.79288	-3.01128
206	105.2	106.781	114.517	-7.73602	-1.58065
207	121.3	NA	NA	2.35989	NA
208	108.1	NA	NA	-0.822141	NA
209	119.8	NA	NA	-0.330474	NA
210	121.2	NA	NA	2.39583	NA
211	109	NA	NA	-1.84852	NA
212	115.9	NA	NA	-0.736264	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