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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Sat, 16 Dec 2017 11:56:04 +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/16/t15134218367ppe9wf2r81h7sc.htm/, Retrieved Wed, 15 May 2024 08:09:31 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309846, Retrieved Wed, 15 May 2024 08:09:31 +0000

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-       [Classical Decomposition] [] [2017-12-16 10:56:04] [eeb8783d96126a2719bfaf914027c923] [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=309846&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=309846&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309846&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	55.5	NA	NA	-18.2293	NA
2	63	NA	NA	-15.6001	NA
3	77.2	NA	NA	2.72256	NA
4	71.1	NA	NA	3.80824	NA
5	90.1	NA	NA	10.0835	NA
6	91.5	NA	NA	16.1838	NA
7	76.1	86.7398	76.6375	10.1023	-10.6398
8	87.8	82.7347	77.2667	5.46801	5.06532
9	81	78.2614	77.4208	0.840561	2.73861
10	77.2	74.8452	77.7292	-2.88395	2.35478
11	73.8	71.1484	78.2875	-7.1391	2.6516
12	68.9	73.1018	78.4583	-5.3565	-4.20184
13	68.4	61.029	79.2583	-18.2293	7.37096
14	65.2	64.8332	80.4333	-15.6001	0.366792
15	78.7	82.8476	80.125	2.72256	-4.14756
16	77	83.8374	80.0292	3.80824	-6.83741
17	97.6	90.6418	80.5583	10.0835	6.95817
18	88.1	96.7171	80.5333	16.1838	-8.61709
19	98.7	90.5273	80.425	10.1023	8.17267
20	93.4	86.1472	80.6792	5.46801	7.25282
21	68	81.7197	80.8792	0.840561	-13.7197
22	87.9	78.3619	81.2458	-2.88395	9.53812
23	75.8	74.1484	81.2875	-7.1391	1.6516
24	66.3	75.4602	80.8167	-5.3565	-9.16017
25	68.4	62.2457	80.475	-18.2293	6.15429
26	71.3	64.4207	80.0208	-15.6001	6.87929
27	77.4	83.0476	80.325	2.72256	-5.64756
28	87.1	84.3874	80.5792	3.80824	2.71259
29	88.5	90.1835	80.1	10.0835	-1.6835
30	85.9	96.7213	80.5375	16.1838	-10.8213
31	92.7	91.4857	81.3833	10.1023	1.21434
32	88.5	86.9388	81.4708	5.46801	1.56115
33	80.2	82.4489	81.6083	0.840561	-2.24889
34	81.8	79.1786	82.0625	-2.88395	2.62145
35	70.4	75.3026	82.4417	-7.1391	-4.90257
36	82.2	77.8518	83.2083	-5.3565	4.34816
37	72.8	66.179	84.4083	-18.2293	6.62096
38	69	69.8582	85.4583	-15.6001	-0.858208
39	83	88.8767	86.1542	2.72256	-5.87673
40	92.4	90.6499	86.8417	3.80824	1.75009
41	92.3	97.6668	87.5833	10.0835	-5.36683
42	100.5	104.138	87.9542	16.1838	-3.63793
43	106.9	98.2398	88.1375	10.1023	8.66017
44	99.5	93.9097	88.4417	5.46801	5.59032
45	85.9	90.1947	89.3542	0.840561	-4.29473
46	92.6	87.1119	89.9958	-2.88395	5.48812
47	77.4	82.9609	90.1	-7.1391	-5.5609
48	84.1	85.3893	90.7458	-5.3565	-1.28934
49	75.3	72.5915	90.8208	-18.2293	2.70846
50	73.8	74.879	90.4792	-15.6001	-1.07904
51	100.1	93.5809	90.8583	2.72256	6.5191
52	90.7	94.5499	90.7417	3.80824	-3.84991
53	96.5	100.742	90.6583	10.0835	-4.24183
54	111.8	107.209	91.025	16.1838	4.59124
55	97.4	101.044	90.9417	10.1023	-3.64399
56	100.8	96.3847	90.9167	5.46801	4.41532
57	93.7	91.7322	90.8917	0.840561	1.96777
58	82	88.1994	91.0833	-2.88395	-6.19938
59	86	84.6234	91.7625	-7.1391	1.3766
60	84.3	86.8435	92.2	-5.3565	-2.5435
61	73.1	74.0999	92.3292	-18.2293	-0.999875
62	75.4	76.8165	92.4167	-15.6001	-1.41654
63	97.9	95.5226	92.8	2.72256	2.37744
64	97.5	97.2749	93.4667	3.80824	0.225094
65	106	104.054	93.9708	10.0835	1.94567
66	112.8	110.542	94.3583	16.1838	2.25791
67	99.5	104.806	94.7042	10.1023	-5.30649
68	100.8	100.564	95.0958	5.46801	0.236155
69	102.9	96.0989	95.2583	0.840561	6.80111
70	88.8	92.1702	95.0542	-2.88395	-3.37022
71	91.3	87.7192	94.8583	-7.1391	3.58076
72	88.3	89.6393	94.9958	-5.3565	-1.33934
73	77.4	77.429	95.6583	-18.2293	-0.0290416
74	80.5	80.7499	96.35	-15.6001	-0.249875
75	96.7	98.9809	96.2583	2.72256	-2.2809
76	93.8	100.112	96.3042	3.80824	-6.31241
77	105	106.721	96.6375	10.0835	-1.721
78	117.1	112.917	96.7333	16.1838	4.18291
79	111.1	107.198	97.0958	10.1023	3.90184
80	105.8	102.893	97.425	5.46801	2.90699
81	95.7	98.5489	97.7083	0.840561	-2.84889
82	97.1	95.6369	98.5208	-2.88395	1.46312
83	91	92.3609	99.5	-7.1391	-1.3609
84	90.9	94.5643	99.9208	-5.3565	-3.66434
85	83.5	81.4165	99.6458	-18.2293	2.08346
86	82.3	83.7665	99.3667	-15.6001	-1.46654
87	101.7	102.118	99.3958	2.72256	-0.418395
88	108.3	103.387	99.5792	3.80824	4.91259
89	114	110.05	99.9667	10.0835	3.94983
90	118.2	116.505	100.321	16.1838	1.69541
91	103.4	111.023	100.921	10.1023	-7.62316
92	106.8	106.831	101.362	5.46801	-0.0305122
93	95.4	101.961	101.121	0.840561	-6.56139
94	101.8	97.9244	100.808	-2.88395	3.87562
95	95.6	93.6067	100.746	-7.1391	1.99326
96	94.8	94.7977	100.154	-5.3565	0.00233098
97	94	81.9124	100.142	-18.2293	12.0876
98	82.4	85.0874	100.688	-15.6001	-2.68737
99	95.8	103.635	100.912	2.72256	-7.83506
100	106.7	104.854	101.046	3.80824	1.84593
101	114.1	110.821	100.737	10.0835	3.279
102	103.9	117.055	100.871	16.1838	-13.1546
103	117.4	110.723	100.621	10.1023	6.67684
104	105.9	105.706	100.238	5.46801	0.194488
105	101.7	101.541	100.7	0.840561	0.159439
106	98.7	98.1244	101.008	-2.88395	0.575615
107	91.3	93.6401	100.779	-7.1391	-2.34007
108	102.3	96.0185	101.375	-5.3565	6.2815
109	80.5	83.9832	102.212	-18.2293	-3.48321
110	86.7	86.5165	102.117	-15.6001	0.183458
111	102.6	104.881	102.158	2.72256	-2.2809
112	107.3	105.975	102.167	3.80824	1.32509
113	108	112.254	102.171	10.0835	-4.25433
114	124.3	118.492	102.308	16.1838	5.80791
115	117.1	112.002	101.9	10.1023	5.09767
116	103.9	107.089	101.621	5.46801	-3.18885
117	104.7	102.803	101.962	0.840561	1.89694
118	95.9	99.1619	102.046	-2.88395	-3.26188
119	94.2	94.5734	101.712	-7.1391	-0.373404
120	102.7	96.1435	101.5	-5.3565	6.5565
121	70.3	83.3082	101.538	-18.2293	-13.0082
122	90.2	85.979	101.579	-15.6001	4.22096
123	107.3	104.114	101.392	2.72256	3.18577
124	104.6	104.817	101.008	3.80824	-0.216572
125	102.7	110.971	100.888	10.0835	-8.271
126	124.5	116.663	100.479	16.1838	7.83707
127	117.8	110.773	100.671	10.1023	7.02684
128	104.2	106.856	101.388	5.46801	-2.65551
129	99.9	102.624	101.783	0.840561	-2.72389
130	91.5	99.6286	102.512	-2.88395	-8.12855
131	95.7	96.9776	104.117	-7.1391	-1.27757
132	91.4	99.8393	105.196	-5.3565	-8.43934
133	86.2	86.304	104.533	-18.2293	-0.104042
134	91.5	88.5457	104.146	-15.6001	2.95429
135	115.5	107.585	104.862	2.72256	7.91494
136	113.9	109.625	105.817	3.80824	4.27509
137	131.9	116.654	106.571	10.0835	15.2457
138	121.2	123.65	107.467	16.1838	-2.45043
139	105.2	118.373	108.271	10.1023	-13.1732
140	107.5	114.639	109.171	5.46801	-7.13885
141	113.8	110.707	109.867	0.840561	3.09277
142	100.5	106.899	109.783	-2.88395	-6.39938
143	104.8	102.132	109.271	-7.1391	2.66826
144	103.8	104.006	109.362	-5.3565	-0.206002
145	93.1	91.8124	110.042	-18.2293	1.28763
146	106.2	95.2874	110.888	-15.6001	10.9126
147	117.5	114.093	111.371	2.72256	3.4066
148	109.9	115.371	111.562	3.80824	-5.47074
149	123.6	121.908	111.825	10.0835	1.6915
150	131.7	128.105	111.921	16.1838	3.59541
151	111	122.223	112.121	10.1023	-11.2232
152	122	116.768	111.3	5.46801	5.23199
153	110.9	111.086	110.246	0.840561	-0.186395
154	108	107.258	110.142	-2.88395	0.742282
155	103.6	103.107	110.246	-7.1391	0.493262
156	107.3	104.598	109.954	-5.3565	2.70233
157	94.4	92.3374	110.567	-18.2293	2.06263
158	85.2	95.5082	111.108	-15.6001	-10.3082
159	113.2	113.643	110.921	2.72256	-0.443395
160	111.7	115.112	111.304	3.80824	-3.41241
161	124.3	121.567	111.483	10.0835	2.73317
162	124	127.838	111.654	16.1838	-3.83793
163	133.4	121.956	111.854	10.1023	11.4435
164	112.6	117.693	112.225	5.46801	-5.09301
165	115.8	113.578	112.738	0.840561	2.22194
166	112.3	110.433	113.317	-2.88395	1.86728
167	103.6	106.536	113.675	-7.1391	-2.9359
168	111.4	108.906	114.262	-5.3565	2.494
169	95.1	96.354	114.583	-18.2293	-1.25404
170	93.4	98.4999	114.1	-15.6001	-5.09987
171	117.3	116.873	114.15	2.72256	0.427438
172	121.5	118.146	114.337	3.80824	3.35426
173	123.1	124.229	114.146	10.0835	-1.12933
174	139.3	130.388	114.204	16.1838	8.91207
175	125.8	124.327	114.225	10.1023	1.47267
176	108.6	119.368	113.9	5.46801	-10.768
177	121	114.616	113.775	0.840561	6.38444
178	111.6	110.895	113.779	-2.88395	0.704782
179	99.7	106.29	113.429	-7.1391	-6.59007
180	116.7	107.469	112.825	-5.3565	9.2315
181	90.3	94.4124	112.642	-18.2293	-4.11237
182	90.4	97.3749	112.975	-15.6001	-6.97487
183	117.3	115.614	112.892	2.72256	1.68577
184	121.6	116.212	112.404	3.80824	5.38759
185	114.6	122.679	112.596	10.0835	-8.07933
186	133.3	128.788	112.604	16.1838	4.51207
187	127.4	122.331	112.229	10.1023	5.06851
188	115	118.147	112.679	5.46801	-3.14718
189	112.6	114.324	113.483	0.840561	-1.72389
190	108.3	111.008	113.892	-2.88395	-2.70772
191	107.6	107.536	114.675	-7.1391	0.0640957
192	109	110.219	115.575	-5.3565	-1.2185
193	89	97.579	115.808	-18.2293	-8.57904
194	102.5	100.879	116.479	-15.6001	1.62096
195	124.5	120.877	118.154	2.72256	3.62327
196	124.2	123.679	119.871	3.80824	0.520928
197	130.8	131.646	121.562	10.0835	-0.845999
198	138.7	139.363	123.179	16.1838	-0.662926
199	127.6	134.502	124.4	10.1023	-6.90233
200	130.9	131.11	125.642	5.46801	-0.209679
201	136.9	127.632	126.792	0.840561	9.26777
202	125.2	124.141	127.025	-2.88395	1.05895
203	131.3	120.215	127.354	-7.1391	11.0849
204	124.1	123.431	128.788	-5.3565	0.668998
205	103.2	111.783	130.012	-18.2293	-8.58321
206	118.1	114.875	130.475	-15.6001	3.22513
207	136.5	NA	NA	2.72256	NA
208	117.8	NA	NA	3.80824	NA
209	145.1	NA	NA	10.0835	NA
210	158.8	NA	NA	16.1838	NA
211	136.9	NA	NA	10.1023	NA
212	132.7	NA	NA	5.46801	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 55.5 & NA & NA & -18.2293 & NA \tabularnewline
2 & 63 & NA & NA & -15.6001 & NA \tabularnewline
3 & 77.2 & NA & NA & 2.72256 & NA \tabularnewline
4 & 71.1 & NA & NA & 3.80824 & NA \tabularnewline
5 & 90.1 & NA & NA & 10.0835 & NA \tabularnewline
6 & 91.5 & NA & NA & 16.1838 & NA \tabularnewline
7 & 76.1 & 86.7398 & 76.6375 & 10.1023 & -10.6398 \tabularnewline
8 & 87.8 & 82.7347 & 77.2667 & 5.46801 & 5.06532 \tabularnewline
9 & 81 & 78.2614 & 77.4208 & 0.840561 & 2.73861 \tabularnewline
10 & 77.2 & 74.8452 & 77.7292 & -2.88395 & 2.35478 \tabularnewline
11 & 73.8 & 71.1484 & 78.2875 & -7.1391 & 2.6516 \tabularnewline
12 & 68.9 & 73.1018 & 78.4583 & -5.3565 & -4.20184 \tabularnewline
13 & 68.4 & 61.029 & 79.2583 & -18.2293 & 7.37096 \tabularnewline
14 & 65.2 & 64.8332 & 80.4333 & -15.6001 & 0.366792 \tabularnewline
15 & 78.7 & 82.8476 & 80.125 & 2.72256 & -4.14756 \tabularnewline
16 & 77 & 83.8374 & 80.0292 & 3.80824 & -6.83741 \tabularnewline
17 & 97.6 & 90.6418 & 80.5583 & 10.0835 & 6.95817 \tabularnewline
18 & 88.1 & 96.7171 & 80.5333 & 16.1838 & -8.61709 \tabularnewline
19 & 98.7 & 90.5273 & 80.425 & 10.1023 & 8.17267 \tabularnewline
20 & 93.4 & 86.1472 & 80.6792 & 5.46801 & 7.25282 \tabularnewline
21 & 68 & 81.7197 & 80.8792 & 0.840561 & -13.7197 \tabularnewline
22 & 87.9 & 78.3619 & 81.2458 & -2.88395 & 9.53812 \tabularnewline
23 & 75.8 & 74.1484 & 81.2875 & -7.1391 & 1.6516 \tabularnewline
24 & 66.3 & 75.4602 & 80.8167 & -5.3565 & -9.16017 \tabularnewline
25 & 68.4 & 62.2457 & 80.475 & -18.2293 & 6.15429 \tabularnewline
26 & 71.3 & 64.4207 & 80.0208 & -15.6001 & 6.87929 \tabularnewline
27 & 77.4 & 83.0476 & 80.325 & 2.72256 & -5.64756 \tabularnewline
28 & 87.1 & 84.3874 & 80.5792 & 3.80824 & 2.71259 \tabularnewline
29 & 88.5 & 90.1835 & 80.1 & 10.0835 & -1.6835 \tabularnewline
30 & 85.9 & 96.7213 & 80.5375 & 16.1838 & -10.8213 \tabularnewline
31 & 92.7 & 91.4857 & 81.3833 & 10.1023 & 1.21434 \tabularnewline
32 & 88.5 & 86.9388 & 81.4708 & 5.46801 & 1.56115 \tabularnewline
33 & 80.2 & 82.4489 & 81.6083 & 0.840561 & -2.24889 \tabularnewline
34 & 81.8 & 79.1786 & 82.0625 & -2.88395 & 2.62145 \tabularnewline
35 & 70.4 & 75.3026 & 82.4417 & -7.1391 & -4.90257 \tabularnewline
36 & 82.2 & 77.8518 & 83.2083 & -5.3565 & 4.34816 \tabularnewline
37 & 72.8 & 66.179 & 84.4083 & -18.2293 & 6.62096 \tabularnewline
38 & 69 & 69.8582 & 85.4583 & -15.6001 & -0.858208 \tabularnewline
39 & 83 & 88.8767 & 86.1542 & 2.72256 & -5.87673 \tabularnewline
40 & 92.4 & 90.6499 & 86.8417 & 3.80824 & 1.75009 \tabularnewline
41 & 92.3 & 97.6668 & 87.5833 & 10.0835 & -5.36683 \tabularnewline
42 & 100.5 & 104.138 & 87.9542 & 16.1838 & -3.63793 \tabularnewline
43 & 106.9 & 98.2398 & 88.1375 & 10.1023 & 8.66017 \tabularnewline
44 & 99.5 & 93.9097 & 88.4417 & 5.46801 & 5.59032 \tabularnewline
45 & 85.9 & 90.1947 & 89.3542 & 0.840561 & -4.29473 \tabularnewline
46 & 92.6 & 87.1119 & 89.9958 & -2.88395 & 5.48812 \tabularnewline
47 & 77.4 & 82.9609 & 90.1 & -7.1391 & -5.5609 \tabularnewline
48 & 84.1 & 85.3893 & 90.7458 & -5.3565 & -1.28934 \tabularnewline
49 & 75.3 & 72.5915 & 90.8208 & -18.2293 & 2.70846 \tabularnewline
50 & 73.8 & 74.879 & 90.4792 & -15.6001 & -1.07904 \tabularnewline
51 & 100.1 & 93.5809 & 90.8583 & 2.72256 & 6.5191 \tabularnewline
52 & 90.7 & 94.5499 & 90.7417 & 3.80824 & -3.84991 \tabularnewline
53 & 96.5 & 100.742 & 90.6583 & 10.0835 & -4.24183 \tabularnewline
54 & 111.8 & 107.209 & 91.025 & 16.1838 & 4.59124 \tabularnewline
55 & 97.4 & 101.044 & 90.9417 & 10.1023 & -3.64399 \tabularnewline
56 & 100.8 & 96.3847 & 90.9167 & 5.46801 & 4.41532 \tabularnewline
57 & 93.7 & 91.7322 & 90.8917 & 0.840561 & 1.96777 \tabularnewline
58 & 82 & 88.1994 & 91.0833 & -2.88395 & -6.19938 \tabularnewline
59 & 86 & 84.6234 & 91.7625 & -7.1391 & 1.3766 \tabularnewline
60 & 84.3 & 86.8435 & 92.2 & -5.3565 & -2.5435 \tabularnewline
61 & 73.1 & 74.0999 & 92.3292 & -18.2293 & -0.999875 \tabularnewline
62 & 75.4 & 76.8165 & 92.4167 & -15.6001 & -1.41654 \tabularnewline
63 & 97.9 & 95.5226 & 92.8 & 2.72256 & 2.37744 \tabularnewline
64 & 97.5 & 97.2749 & 93.4667 & 3.80824 & 0.225094 \tabularnewline
65 & 106 & 104.054 & 93.9708 & 10.0835 & 1.94567 \tabularnewline
66 & 112.8 & 110.542 & 94.3583 & 16.1838 & 2.25791 \tabularnewline
67 & 99.5 & 104.806 & 94.7042 & 10.1023 & -5.30649 \tabularnewline
68 & 100.8 & 100.564 & 95.0958 & 5.46801 & 0.236155 \tabularnewline
69 & 102.9 & 96.0989 & 95.2583 & 0.840561 & 6.80111 \tabularnewline
70 & 88.8 & 92.1702 & 95.0542 & -2.88395 & -3.37022 \tabularnewline
71 & 91.3 & 87.7192 & 94.8583 & -7.1391 & 3.58076 \tabularnewline
72 & 88.3 & 89.6393 & 94.9958 & -5.3565 & -1.33934 \tabularnewline
73 & 77.4 & 77.429 & 95.6583 & -18.2293 & -0.0290416 \tabularnewline
74 & 80.5 & 80.7499 & 96.35 & -15.6001 & -0.249875 \tabularnewline
75 & 96.7 & 98.9809 & 96.2583 & 2.72256 & -2.2809 \tabularnewline
76 & 93.8 & 100.112 & 96.3042 & 3.80824 & -6.31241 \tabularnewline
77 & 105 & 106.721 & 96.6375 & 10.0835 & -1.721 \tabularnewline
78 & 117.1 & 112.917 & 96.7333 & 16.1838 & 4.18291 \tabularnewline
79 & 111.1 & 107.198 & 97.0958 & 10.1023 & 3.90184 \tabularnewline
80 & 105.8 & 102.893 & 97.425 & 5.46801 & 2.90699 \tabularnewline
81 & 95.7 & 98.5489 & 97.7083 & 0.840561 & -2.84889 \tabularnewline
82 & 97.1 & 95.6369 & 98.5208 & -2.88395 & 1.46312 \tabularnewline
83 & 91 & 92.3609 & 99.5 & -7.1391 & -1.3609 \tabularnewline
84 & 90.9 & 94.5643 & 99.9208 & -5.3565 & -3.66434 \tabularnewline
85 & 83.5 & 81.4165 & 99.6458 & -18.2293 & 2.08346 \tabularnewline
86 & 82.3 & 83.7665 & 99.3667 & -15.6001 & -1.46654 \tabularnewline
87 & 101.7 & 102.118 & 99.3958 & 2.72256 & -0.418395 \tabularnewline
88 & 108.3 & 103.387 & 99.5792 & 3.80824 & 4.91259 \tabularnewline
89 & 114 & 110.05 & 99.9667 & 10.0835 & 3.94983 \tabularnewline
90 & 118.2 & 116.505 & 100.321 & 16.1838 & 1.69541 \tabularnewline
91 & 103.4 & 111.023 & 100.921 & 10.1023 & -7.62316 \tabularnewline
92 & 106.8 & 106.831 & 101.362 & 5.46801 & -0.0305122 \tabularnewline
93 & 95.4 & 101.961 & 101.121 & 0.840561 & -6.56139 \tabularnewline
94 & 101.8 & 97.9244 & 100.808 & -2.88395 & 3.87562 \tabularnewline
95 & 95.6 & 93.6067 & 100.746 & -7.1391 & 1.99326 \tabularnewline
96 & 94.8 & 94.7977 & 100.154 & -5.3565 & 0.00233098 \tabularnewline
97 & 94 & 81.9124 & 100.142 & -18.2293 & 12.0876 \tabularnewline
98 & 82.4 & 85.0874 & 100.688 & -15.6001 & -2.68737 \tabularnewline
99 & 95.8 & 103.635 & 100.912 & 2.72256 & -7.83506 \tabularnewline
100 & 106.7 & 104.854 & 101.046 & 3.80824 & 1.84593 \tabularnewline
101 & 114.1 & 110.821 & 100.737 & 10.0835 & 3.279 \tabularnewline
102 & 103.9 & 117.055 & 100.871 & 16.1838 & -13.1546 \tabularnewline
103 & 117.4 & 110.723 & 100.621 & 10.1023 & 6.67684 \tabularnewline
104 & 105.9 & 105.706 & 100.238 & 5.46801 & 0.194488 \tabularnewline
105 & 101.7 & 101.541 & 100.7 & 0.840561 & 0.159439 \tabularnewline
106 & 98.7 & 98.1244 & 101.008 & -2.88395 & 0.575615 \tabularnewline
107 & 91.3 & 93.6401 & 100.779 & -7.1391 & -2.34007 \tabularnewline
108 & 102.3 & 96.0185 & 101.375 & -5.3565 & 6.2815 \tabularnewline
109 & 80.5 & 83.9832 & 102.212 & -18.2293 & -3.48321 \tabularnewline
110 & 86.7 & 86.5165 & 102.117 & -15.6001 & 0.183458 \tabularnewline
111 & 102.6 & 104.881 & 102.158 & 2.72256 & -2.2809 \tabularnewline
112 & 107.3 & 105.975 & 102.167 & 3.80824 & 1.32509 \tabularnewline
113 & 108 & 112.254 & 102.171 & 10.0835 & -4.25433 \tabularnewline
114 & 124.3 & 118.492 & 102.308 & 16.1838 & 5.80791 \tabularnewline
115 & 117.1 & 112.002 & 101.9 & 10.1023 & 5.09767 \tabularnewline
116 & 103.9 & 107.089 & 101.621 & 5.46801 & -3.18885 \tabularnewline
117 & 104.7 & 102.803 & 101.962 & 0.840561 & 1.89694 \tabularnewline
118 & 95.9 & 99.1619 & 102.046 & -2.88395 & -3.26188 \tabularnewline
119 & 94.2 & 94.5734 & 101.712 & -7.1391 & -0.373404 \tabularnewline
120 & 102.7 & 96.1435 & 101.5 & -5.3565 & 6.5565 \tabularnewline
121 & 70.3 & 83.3082 & 101.538 & -18.2293 & -13.0082 \tabularnewline
122 & 90.2 & 85.979 & 101.579 & -15.6001 & 4.22096 \tabularnewline
123 & 107.3 & 104.114 & 101.392 & 2.72256 & 3.18577 \tabularnewline
124 & 104.6 & 104.817 & 101.008 & 3.80824 & -0.216572 \tabularnewline
125 & 102.7 & 110.971 & 100.888 & 10.0835 & -8.271 \tabularnewline
126 & 124.5 & 116.663 & 100.479 & 16.1838 & 7.83707 \tabularnewline
127 & 117.8 & 110.773 & 100.671 & 10.1023 & 7.02684 \tabularnewline
128 & 104.2 & 106.856 & 101.388 & 5.46801 & -2.65551 \tabularnewline
129 & 99.9 & 102.624 & 101.783 & 0.840561 & -2.72389 \tabularnewline
130 & 91.5 & 99.6286 & 102.512 & -2.88395 & -8.12855 \tabularnewline
131 & 95.7 & 96.9776 & 104.117 & -7.1391 & -1.27757 \tabularnewline
132 & 91.4 & 99.8393 & 105.196 & -5.3565 & -8.43934 \tabularnewline
133 & 86.2 & 86.304 & 104.533 & -18.2293 & -0.104042 \tabularnewline
134 & 91.5 & 88.5457 & 104.146 & -15.6001 & 2.95429 \tabularnewline
135 & 115.5 & 107.585 & 104.862 & 2.72256 & 7.91494 \tabularnewline
136 & 113.9 & 109.625 & 105.817 & 3.80824 & 4.27509 \tabularnewline
137 & 131.9 & 116.654 & 106.571 & 10.0835 & 15.2457 \tabularnewline
138 & 121.2 & 123.65 & 107.467 & 16.1838 & -2.45043 \tabularnewline
139 & 105.2 & 118.373 & 108.271 & 10.1023 & -13.1732 \tabularnewline
140 & 107.5 & 114.639 & 109.171 & 5.46801 & -7.13885 \tabularnewline
141 & 113.8 & 110.707 & 109.867 & 0.840561 & 3.09277 \tabularnewline
142 & 100.5 & 106.899 & 109.783 & -2.88395 & -6.39938 \tabularnewline
143 & 104.8 & 102.132 & 109.271 & -7.1391 & 2.66826 \tabularnewline
144 & 103.8 & 104.006 & 109.362 & -5.3565 & -0.206002 \tabularnewline
145 & 93.1 & 91.8124 & 110.042 & -18.2293 & 1.28763 \tabularnewline
146 & 106.2 & 95.2874 & 110.888 & -15.6001 & 10.9126 \tabularnewline
147 & 117.5 & 114.093 & 111.371 & 2.72256 & 3.4066 \tabularnewline
148 & 109.9 & 115.371 & 111.562 & 3.80824 & -5.47074 \tabularnewline
149 & 123.6 & 121.908 & 111.825 & 10.0835 & 1.6915 \tabularnewline
150 & 131.7 & 128.105 & 111.921 & 16.1838 & 3.59541 \tabularnewline
151 & 111 & 122.223 & 112.121 & 10.1023 & -11.2232 \tabularnewline
152 & 122 & 116.768 & 111.3 & 5.46801 & 5.23199 \tabularnewline
153 & 110.9 & 111.086 & 110.246 & 0.840561 & -0.186395 \tabularnewline
154 & 108 & 107.258 & 110.142 & -2.88395 & 0.742282 \tabularnewline
155 & 103.6 & 103.107 & 110.246 & -7.1391 & 0.493262 \tabularnewline
156 & 107.3 & 104.598 & 109.954 & -5.3565 & 2.70233 \tabularnewline
157 & 94.4 & 92.3374 & 110.567 & -18.2293 & 2.06263 \tabularnewline
158 & 85.2 & 95.5082 & 111.108 & -15.6001 & -10.3082 \tabularnewline
159 & 113.2 & 113.643 & 110.921 & 2.72256 & -0.443395 \tabularnewline
160 & 111.7 & 115.112 & 111.304 & 3.80824 & -3.41241 \tabularnewline
161 & 124.3 & 121.567 & 111.483 & 10.0835 & 2.73317 \tabularnewline
162 & 124 & 127.838 & 111.654 & 16.1838 & -3.83793 \tabularnewline
163 & 133.4 & 121.956 & 111.854 & 10.1023 & 11.4435 \tabularnewline
164 & 112.6 & 117.693 & 112.225 & 5.46801 & -5.09301 \tabularnewline
165 & 115.8 & 113.578 & 112.738 & 0.840561 & 2.22194 \tabularnewline
166 & 112.3 & 110.433 & 113.317 & -2.88395 & 1.86728 \tabularnewline
167 & 103.6 & 106.536 & 113.675 & -7.1391 & -2.9359 \tabularnewline
168 & 111.4 & 108.906 & 114.262 & -5.3565 & 2.494 \tabularnewline
169 & 95.1 & 96.354 & 114.583 & -18.2293 & -1.25404 \tabularnewline
170 & 93.4 & 98.4999 & 114.1 & -15.6001 & -5.09987 \tabularnewline
171 & 117.3 & 116.873 & 114.15 & 2.72256 & 0.427438 \tabularnewline
172 & 121.5 & 118.146 & 114.337 & 3.80824 & 3.35426 \tabularnewline
173 & 123.1 & 124.229 & 114.146 & 10.0835 & -1.12933 \tabularnewline
174 & 139.3 & 130.388 & 114.204 & 16.1838 & 8.91207 \tabularnewline
175 & 125.8 & 124.327 & 114.225 & 10.1023 & 1.47267 \tabularnewline
176 & 108.6 & 119.368 & 113.9 & 5.46801 & -10.768 \tabularnewline
177 & 121 & 114.616 & 113.775 & 0.840561 & 6.38444 \tabularnewline
178 & 111.6 & 110.895 & 113.779 & -2.88395 & 0.704782 \tabularnewline
179 & 99.7 & 106.29 & 113.429 & -7.1391 & -6.59007 \tabularnewline
180 & 116.7 & 107.469 & 112.825 & -5.3565 & 9.2315 \tabularnewline
181 & 90.3 & 94.4124 & 112.642 & -18.2293 & -4.11237 \tabularnewline
182 & 90.4 & 97.3749 & 112.975 & -15.6001 & -6.97487 \tabularnewline
183 & 117.3 & 115.614 & 112.892 & 2.72256 & 1.68577 \tabularnewline
184 & 121.6 & 116.212 & 112.404 & 3.80824 & 5.38759 \tabularnewline
185 & 114.6 & 122.679 & 112.596 & 10.0835 & -8.07933 \tabularnewline
186 & 133.3 & 128.788 & 112.604 & 16.1838 & 4.51207 \tabularnewline
187 & 127.4 & 122.331 & 112.229 & 10.1023 & 5.06851 \tabularnewline
188 & 115 & 118.147 & 112.679 & 5.46801 & -3.14718 \tabularnewline
189 & 112.6 & 114.324 & 113.483 & 0.840561 & -1.72389 \tabularnewline
190 & 108.3 & 111.008 & 113.892 & -2.88395 & -2.70772 \tabularnewline
191 & 107.6 & 107.536 & 114.675 & -7.1391 & 0.0640957 \tabularnewline
192 & 109 & 110.219 & 115.575 & -5.3565 & -1.2185 \tabularnewline
193 & 89 & 97.579 & 115.808 & -18.2293 & -8.57904 \tabularnewline
194 & 102.5 & 100.879 & 116.479 & -15.6001 & 1.62096 \tabularnewline
195 & 124.5 & 120.877 & 118.154 & 2.72256 & 3.62327 \tabularnewline
196 & 124.2 & 123.679 & 119.871 & 3.80824 & 0.520928 \tabularnewline
197 & 130.8 & 131.646 & 121.562 & 10.0835 & -0.845999 \tabularnewline
198 & 138.7 & 139.363 & 123.179 & 16.1838 & -0.662926 \tabularnewline
199 & 127.6 & 134.502 & 124.4 & 10.1023 & -6.90233 \tabularnewline
200 & 130.9 & 131.11 & 125.642 & 5.46801 & -0.209679 \tabularnewline
201 & 136.9 & 127.632 & 126.792 & 0.840561 & 9.26777 \tabularnewline
202 & 125.2 & 124.141 & 127.025 & -2.88395 & 1.05895 \tabularnewline
203 & 131.3 & 120.215 & 127.354 & -7.1391 & 11.0849 \tabularnewline
204 & 124.1 & 123.431 & 128.788 & -5.3565 & 0.668998 \tabularnewline
205 & 103.2 & 111.783 & 130.012 & -18.2293 & -8.58321 \tabularnewline
206 & 118.1 & 114.875 & 130.475 & -15.6001 & 3.22513 \tabularnewline
207 & 136.5 & NA & NA & 2.72256 & NA \tabularnewline
208 & 117.8 & NA & NA & 3.80824 & NA \tabularnewline
209 & 145.1 & NA & NA & 10.0835 & NA \tabularnewline
210 & 158.8 & NA & NA & 16.1838 & NA \tabularnewline
211 & 136.9 & NA & NA & 10.1023 & NA \tabularnewline
212 & 132.7 & NA & NA & 5.46801 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309846&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]55.5[/C][C]NA[/C][C]NA[/C][C]-18.2293[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]63[/C][C]NA[/C][C]NA[/C][C]-15.6001[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]77.2[/C][C]NA[/C][C]NA[/C][C]2.72256[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]71.1[/C][C]NA[/C][C]NA[/C][C]3.80824[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]90.1[/C][C]NA[/C][C]NA[/C][C]10.0835[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]91.5[/C][C]NA[/C][C]NA[/C][C]16.1838[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]76.1[/C][C]86.7398[/C][C]76.6375[/C][C]10.1023[/C][C]-10.6398[/C][/ROW]
[ROW][C]8[/C][C]87.8[/C][C]82.7347[/C][C]77.2667[/C][C]5.46801[/C][C]5.06532[/C][/ROW]
[ROW][C]9[/C][C]81[/C][C]78.2614[/C][C]77.4208[/C][C]0.840561[/C][C]2.73861[/C][/ROW]
[ROW][C]10[/C][C]77.2[/C][C]74.8452[/C][C]77.7292[/C][C]-2.88395[/C][C]2.35478[/C][/ROW]
[ROW][C]11[/C][C]73.8[/C][C]71.1484[/C][C]78.2875[/C][C]-7.1391[/C][C]2.6516[/C][/ROW]
[ROW][C]12[/C][C]68.9[/C][C]73.1018[/C][C]78.4583[/C][C]-5.3565[/C][C]-4.20184[/C][/ROW]
[ROW][C]13[/C][C]68.4[/C][C]61.029[/C][C]79.2583[/C][C]-18.2293[/C][C]7.37096[/C][/ROW]
[ROW][C]14[/C][C]65.2[/C][C]64.8332[/C][C]80.4333[/C][C]-15.6001[/C][C]0.366792[/C][/ROW]
[ROW][C]15[/C][C]78.7[/C][C]82.8476[/C][C]80.125[/C][C]2.72256[/C][C]-4.14756[/C][/ROW]
[ROW][C]16[/C][C]77[/C][C]83.8374[/C][C]80.0292[/C][C]3.80824[/C][C]-6.83741[/C][/ROW]
[ROW][C]17[/C][C]97.6[/C][C]90.6418[/C][C]80.5583[/C][C]10.0835[/C][C]6.95817[/C][/ROW]
[ROW][C]18[/C][C]88.1[/C][C]96.7171[/C][C]80.5333[/C][C]16.1838[/C][C]-8.61709[/C][/ROW]
[ROW][C]19[/C][C]98.7[/C][C]90.5273[/C][C]80.425[/C][C]10.1023[/C][C]8.17267[/C][/ROW]
[ROW][C]20[/C][C]93.4[/C][C]86.1472[/C][C]80.6792[/C][C]5.46801[/C][C]7.25282[/C][/ROW]
[ROW][C]21[/C][C]68[/C][C]81.7197[/C][C]80.8792[/C][C]0.840561[/C][C]-13.7197[/C][/ROW]
[ROW][C]22[/C][C]87.9[/C][C]78.3619[/C][C]81.2458[/C][C]-2.88395[/C][C]9.53812[/C][/ROW]
[ROW][C]23[/C][C]75.8[/C][C]74.1484[/C][C]81.2875[/C][C]-7.1391[/C][C]1.6516[/C][/ROW]
[ROW][C]24[/C][C]66.3[/C][C]75.4602[/C][C]80.8167[/C][C]-5.3565[/C][C]-9.16017[/C][/ROW]
[ROW][C]25[/C][C]68.4[/C][C]62.2457[/C][C]80.475[/C][C]-18.2293[/C][C]6.15429[/C][/ROW]
[ROW][C]26[/C][C]71.3[/C][C]64.4207[/C][C]80.0208[/C][C]-15.6001[/C][C]6.87929[/C][/ROW]
[ROW][C]27[/C][C]77.4[/C][C]83.0476[/C][C]80.325[/C][C]2.72256[/C][C]-5.64756[/C][/ROW]
[ROW][C]28[/C][C]87.1[/C][C]84.3874[/C][C]80.5792[/C][C]3.80824[/C][C]2.71259[/C][/ROW]
[ROW][C]29[/C][C]88.5[/C][C]90.1835[/C][C]80.1[/C][C]10.0835[/C][C]-1.6835[/C][/ROW]
[ROW][C]30[/C][C]85.9[/C][C]96.7213[/C][C]80.5375[/C][C]16.1838[/C][C]-10.8213[/C][/ROW]
[ROW][C]31[/C][C]92.7[/C][C]91.4857[/C][C]81.3833[/C][C]10.1023[/C][C]1.21434[/C][/ROW]
[ROW][C]32[/C][C]88.5[/C][C]86.9388[/C][C]81.4708[/C][C]5.46801[/C][C]1.56115[/C][/ROW]
[ROW][C]33[/C][C]80.2[/C][C]82.4489[/C][C]81.6083[/C][C]0.840561[/C][C]-2.24889[/C][/ROW]
[ROW][C]34[/C][C]81.8[/C][C]79.1786[/C][C]82.0625[/C][C]-2.88395[/C][C]2.62145[/C][/ROW]
[ROW][C]35[/C][C]70.4[/C][C]75.3026[/C][C]82.4417[/C][C]-7.1391[/C][C]-4.90257[/C][/ROW]
[ROW][C]36[/C][C]82.2[/C][C]77.8518[/C][C]83.2083[/C][C]-5.3565[/C][C]4.34816[/C][/ROW]
[ROW][C]37[/C][C]72.8[/C][C]66.179[/C][C]84.4083[/C][C]-18.2293[/C][C]6.62096[/C][/ROW]
[ROW][C]38[/C][C]69[/C][C]69.8582[/C][C]85.4583[/C][C]-15.6001[/C][C]-0.858208[/C][/ROW]
[ROW][C]39[/C][C]83[/C][C]88.8767[/C][C]86.1542[/C][C]2.72256[/C][C]-5.87673[/C][/ROW]
[ROW][C]40[/C][C]92.4[/C][C]90.6499[/C][C]86.8417[/C][C]3.80824[/C][C]1.75009[/C][/ROW]
[ROW][C]41[/C][C]92.3[/C][C]97.6668[/C][C]87.5833[/C][C]10.0835[/C][C]-5.36683[/C][/ROW]
[ROW][C]42[/C][C]100.5[/C][C]104.138[/C][C]87.9542[/C][C]16.1838[/C][C]-3.63793[/C][/ROW]
[ROW][C]43[/C][C]106.9[/C][C]98.2398[/C][C]88.1375[/C][C]10.1023[/C][C]8.66017[/C][/ROW]
[ROW][C]44[/C][C]99.5[/C][C]93.9097[/C][C]88.4417[/C][C]5.46801[/C][C]5.59032[/C][/ROW]
[ROW][C]45[/C][C]85.9[/C][C]90.1947[/C][C]89.3542[/C][C]0.840561[/C][C]-4.29473[/C][/ROW]
[ROW][C]46[/C][C]92.6[/C][C]87.1119[/C][C]89.9958[/C][C]-2.88395[/C][C]5.48812[/C][/ROW]
[ROW][C]47[/C][C]77.4[/C][C]82.9609[/C][C]90.1[/C][C]-7.1391[/C][C]-5.5609[/C][/ROW]
[ROW][C]48[/C][C]84.1[/C][C]85.3893[/C][C]90.7458[/C][C]-5.3565[/C][C]-1.28934[/C][/ROW]
[ROW][C]49[/C][C]75.3[/C][C]72.5915[/C][C]90.8208[/C][C]-18.2293[/C][C]2.70846[/C][/ROW]
[ROW][C]50[/C][C]73.8[/C][C]74.879[/C][C]90.4792[/C][C]-15.6001[/C][C]-1.07904[/C][/ROW]
[ROW][C]51[/C][C]100.1[/C][C]93.5809[/C][C]90.8583[/C][C]2.72256[/C][C]6.5191[/C][/ROW]
[ROW][C]52[/C][C]90.7[/C][C]94.5499[/C][C]90.7417[/C][C]3.80824[/C][C]-3.84991[/C][/ROW]
[ROW][C]53[/C][C]96.5[/C][C]100.742[/C][C]90.6583[/C][C]10.0835[/C][C]-4.24183[/C][/ROW]
[ROW][C]54[/C][C]111.8[/C][C]107.209[/C][C]91.025[/C][C]16.1838[/C][C]4.59124[/C][/ROW]
[ROW][C]55[/C][C]97.4[/C][C]101.044[/C][C]90.9417[/C][C]10.1023[/C][C]-3.64399[/C][/ROW]
[ROW][C]56[/C][C]100.8[/C][C]96.3847[/C][C]90.9167[/C][C]5.46801[/C][C]4.41532[/C][/ROW]
[ROW][C]57[/C][C]93.7[/C][C]91.7322[/C][C]90.8917[/C][C]0.840561[/C][C]1.96777[/C][/ROW]
[ROW][C]58[/C][C]82[/C][C]88.1994[/C][C]91.0833[/C][C]-2.88395[/C][C]-6.19938[/C][/ROW]
[ROW][C]59[/C][C]86[/C][C]84.6234[/C][C]91.7625[/C][C]-7.1391[/C][C]1.3766[/C][/ROW]
[ROW][C]60[/C][C]84.3[/C][C]86.8435[/C][C]92.2[/C][C]-5.3565[/C][C]-2.5435[/C][/ROW]
[ROW][C]61[/C][C]73.1[/C][C]74.0999[/C][C]92.3292[/C][C]-18.2293[/C][C]-0.999875[/C][/ROW]
[ROW][C]62[/C][C]75.4[/C][C]76.8165[/C][C]92.4167[/C][C]-15.6001[/C][C]-1.41654[/C][/ROW]
[ROW][C]63[/C][C]97.9[/C][C]95.5226[/C][C]92.8[/C][C]2.72256[/C][C]2.37744[/C][/ROW]
[ROW][C]64[/C][C]97.5[/C][C]97.2749[/C][C]93.4667[/C][C]3.80824[/C][C]0.225094[/C][/ROW]
[ROW][C]65[/C][C]106[/C][C]104.054[/C][C]93.9708[/C][C]10.0835[/C][C]1.94567[/C][/ROW]
[ROW][C]66[/C][C]112.8[/C][C]110.542[/C][C]94.3583[/C][C]16.1838[/C][C]2.25791[/C][/ROW]
[ROW][C]67[/C][C]99.5[/C][C]104.806[/C][C]94.7042[/C][C]10.1023[/C][C]-5.30649[/C][/ROW]
[ROW][C]68[/C][C]100.8[/C][C]100.564[/C][C]95.0958[/C][C]5.46801[/C][C]0.236155[/C][/ROW]
[ROW][C]69[/C][C]102.9[/C][C]96.0989[/C][C]95.2583[/C][C]0.840561[/C][C]6.80111[/C][/ROW]
[ROW][C]70[/C][C]88.8[/C][C]92.1702[/C][C]95.0542[/C][C]-2.88395[/C][C]-3.37022[/C][/ROW]
[ROW][C]71[/C][C]91.3[/C][C]87.7192[/C][C]94.8583[/C][C]-7.1391[/C][C]3.58076[/C][/ROW]
[ROW][C]72[/C][C]88.3[/C][C]89.6393[/C][C]94.9958[/C][C]-5.3565[/C][C]-1.33934[/C][/ROW]
[ROW][C]73[/C][C]77.4[/C][C]77.429[/C][C]95.6583[/C][C]-18.2293[/C][C]-0.0290416[/C][/ROW]
[ROW][C]74[/C][C]80.5[/C][C]80.7499[/C][C]96.35[/C][C]-15.6001[/C][C]-0.249875[/C][/ROW]
[ROW][C]75[/C][C]96.7[/C][C]98.9809[/C][C]96.2583[/C][C]2.72256[/C][C]-2.2809[/C][/ROW]
[ROW][C]76[/C][C]93.8[/C][C]100.112[/C][C]96.3042[/C][C]3.80824[/C][C]-6.31241[/C][/ROW]
[ROW][C]77[/C][C]105[/C][C]106.721[/C][C]96.6375[/C][C]10.0835[/C][C]-1.721[/C][/ROW]
[ROW][C]78[/C][C]117.1[/C][C]112.917[/C][C]96.7333[/C][C]16.1838[/C][C]4.18291[/C][/ROW]
[ROW][C]79[/C][C]111.1[/C][C]107.198[/C][C]97.0958[/C][C]10.1023[/C][C]3.90184[/C][/ROW]
[ROW][C]80[/C][C]105.8[/C][C]102.893[/C][C]97.425[/C][C]5.46801[/C][C]2.90699[/C][/ROW]
[ROW][C]81[/C][C]95.7[/C][C]98.5489[/C][C]97.7083[/C][C]0.840561[/C][C]-2.84889[/C][/ROW]
[ROW][C]82[/C][C]97.1[/C][C]95.6369[/C][C]98.5208[/C][C]-2.88395[/C][C]1.46312[/C][/ROW]
[ROW][C]83[/C][C]91[/C][C]92.3609[/C][C]99.5[/C][C]-7.1391[/C][C]-1.3609[/C][/ROW]
[ROW][C]84[/C][C]90.9[/C][C]94.5643[/C][C]99.9208[/C][C]-5.3565[/C][C]-3.66434[/C][/ROW]
[ROW][C]85[/C][C]83.5[/C][C]81.4165[/C][C]99.6458[/C][C]-18.2293[/C][C]2.08346[/C][/ROW]
[ROW][C]86[/C][C]82.3[/C][C]83.7665[/C][C]99.3667[/C][C]-15.6001[/C][C]-1.46654[/C][/ROW]
[ROW][C]87[/C][C]101.7[/C][C]102.118[/C][C]99.3958[/C][C]2.72256[/C][C]-0.418395[/C][/ROW]
[ROW][C]88[/C][C]108.3[/C][C]103.387[/C][C]99.5792[/C][C]3.80824[/C][C]4.91259[/C][/ROW]
[ROW][C]89[/C][C]114[/C][C]110.05[/C][C]99.9667[/C][C]10.0835[/C][C]3.94983[/C][/ROW]
[ROW][C]90[/C][C]118.2[/C][C]116.505[/C][C]100.321[/C][C]16.1838[/C][C]1.69541[/C][/ROW]
[ROW][C]91[/C][C]103.4[/C][C]111.023[/C][C]100.921[/C][C]10.1023[/C][C]-7.62316[/C][/ROW]
[ROW][C]92[/C][C]106.8[/C][C]106.831[/C][C]101.362[/C][C]5.46801[/C][C]-0.0305122[/C][/ROW]
[ROW][C]93[/C][C]95.4[/C][C]101.961[/C][C]101.121[/C][C]0.840561[/C][C]-6.56139[/C][/ROW]
[ROW][C]94[/C][C]101.8[/C][C]97.9244[/C][C]100.808[/C][C]-2.88395[/C][C]3.87562[/C][/ROW]
[ROW][C]95[/C][C]95.6[/C][C]93.6067[/C][C]100.746[/C][C]-7.1391[/C][C]1.99326[/C][/ROW]
[ROW][C]96[/C][C]94.8[/C][C]94.7977[/C][C]100.154[/C][C]-5.3565[/C][C]0.00233098[/C][/ROW]
[ROW][C]97[/C][C]94[/C][C]81.9124[/C][C]100.142[/C][C]-18.2293[/C][C]12.0876[/C][/ROW]
[ROW][C]98[/C][C]82.4[/C][C]85.0874[/C][C]100.688[/C][C]-15.6001[/C][C]-2.68737[/C][/ROW]
[ROW][C]99[/C][C]95.8[/C][C]103.635[/C][C]100.912[/C][C]2.72256[/C][C]-7.83506[/C][/ROW]
[ROW][C]100[/C][C]106.7[/C][C]104.854[/C][C]101.046[/C][C]3.80824[/C][C]1.84593[/C][/ROW]
[ROW][C]101[/C][C]114.1[/C][C]110.821[/C][C]100.737[/C][C]10.0835[/C][C]3.279[/C][/ROW]
[ROW][C]102[/C][C]103.9[/C][C]117.055[/C][C]100.871[/C][C]16.1838[/C][C]-13.1546[/C][/ROW]
[ROW][C]103[/C][C]117.4[/C][C]110.723[/C][C]100.621[/C][C]10.1023[/C][C]6.67684[/C][/ROW]
[ROW][C]104[/C][C]105.9[/C][C]105.706[/C][C]100.238[/C][C]5.46801[/C][C]0.194488[/C][/ROW]
[ROW][C]105[/C][C]101.7[/C][C]101.541[/C][C]100.7[/C][C]0.840561[/C][C]0.159439[/C][/ROW]
[ROW][C]106[/C][C]98.7[/C][C]98.1244[/C][C]101.008[/C][C]-2.88395[/C][C]0.575615[/C][/ROW]
[ROW][C]107[/C][C]91.3[/C][C]93.6401[/C][C]100.779[/C][C]-7.1391[/C][C]-2.34007[/C][/ROW]
[ROW][C]108[/C][C]102.3[/C][C]96.0185[/C][C]101.375[/C][C]-5.3565[/C][C]6.2815[/C][/ROW]
[ROW][C]109[/C][C]80.5[/C][C]83.9832[/C][C]102.212[/C][C]-18.2293[/C][C]-3.48321[/C][/ROW]
[ROW][C]110[/C][C]86.7[/C][C]86.5165[/C][C]102.117[/C][C]-15.6001[/C][C]0.183458[/C][/ROW]
[ROW][C]111[/C][C]102.6[/C][C]104.881[/C][C]102.158[/C][C]2.72256[/C][C]-2.2809[/C][/ROW]
[ROW][C]112[/C][C]107.3[/C][C]105.975[/C][C]102.167[/C][C]3.80824[/C][C]1.32509[/C][/ROW]
[ROW][C]113[/C][C]108[/C][C]112.254[/C][C]102.171[/C][C]10.0835[/C][C]-4.25433[/C][/ROW]
[ROW][C]114[/C][C]124.3[/C][C]118.492[/C][C]102.308[/C][C]16.1838[/C][C]5.80791[/C][/ROW]
[ROW][C]115[/C][C]117.1[/C][C]112.002[/C][C]101.9[/C][C]10.1023[/C][C]5.09767[/C][/ROW]
[ROW][C]116[/C][C]103.9[/C][C]107.089[/C][C]101.621[/C][C]5.46801[/C][C]-3.18885[/C][/ROW]
[ROW][C]117[/C][C]104.7[/C][C]102.803[/C][C]101.962[/C][C]0.840561[/C][C]1.89694[/C][/ROW]
[ROW][C]118[/C][C]95.9[/C][C]99.1619[/C][C]102.046[/C][C]-2.88395[/C][C]-3.26188[/C][/ROW]
[ROW][C]119[/C][C]94.2[/C][C]94.5734[/C][C]101.712[/C][C]-7.1391[/C][C]-0.373404[/C][/ROW]
[ROW][C]120[/C][C]102.7[/C][C]96.1435[/C][C]101.5[/C][C]-5.3565[/C][C]6.5565[/C][/ROW]
[ROW][C]121[/C][C]70.3[/C][C]83.3082[/C][C]101.538[/C][C]-18.2293[/C][C]-13.0082[/C][/ROW]
[ROW][C]122[/C][C]90.2[/C][C]85.979[/C][C]101.579[/C][C]-15.6001[/C][C]4.22096[/C][/ROW]
[ROW][C]123[/C][C]107.3[/C][C]104.114[/C][C]101.392[/C][C]2.72256[/C][C]3.18577[/C][/ROW]
[ROW][C]124[/C][C]104.6[/C][C]104.817[/C][C]101.008[/C][C]3.80824[/C][C]-0.216572[/C][/ROW]
[ROW][C]125[/C][C]102.7[/C][C]110.971[/C][C]100.888[/C][C]10.0835[/C][C]-8.271[/C][/ROW]
[ROW][C]126[/C][C]124.5[/C][C]116.663[/C][C]100.479[/C][C]16.1838[/C][C]7.83707[/C][/ROW]
[ROW][C]127[/C][C]117.8[/C][C]110.773[/C][C]100.671[/C][C]10.1023[/C][C]7.02684[/C][/ROW]
[ROW][C]128[/C][C]104.2[/C][C]106.856[/C][C]101.388[/C][C]5.46801[/C][C]-2.65551[/C][/ROW]
[ROW][C]129[/C][C]99.9[/C][C]102.624[/C][C]101.783[/C][C]0.840561[/C][C]-2.72389[/C][/ROW]
[ROW][C]130[/C][C]91.5[/C][C]99.6286[/C][C]102.512[/C][C]-2.88395[/C][C]-8.12855[/C][/ROW]
[ROW][C]131[/C][C]95.7[/C][C]96.9776[/C][C]104.117[/C][C]-7.1391[/C][C]-1.27757[/C][/ROW]
[ROW][C]132[/C][C]91.4[/C][C]99.8393[/C][C]105.196[/C][C]-5.3565[/C][C]-8.43934[/C][/ROW]
[ROW][C]133[/C][C]86.2[/C][C]86.304[/C][C]104.533[/C][C]-18.2293[/C][C]-0.104042[/C][/ROW]
[ROW][C]134[/C][C]91.5[/C][C]88.5457[/C][C]104.146[/C][C]-15.6001[/C][C]2.95429[/C][/ROW]
[ROW][C]135[/C][C]115.5[/C][C]107.585[/C][C]104.862[/C][C]2.72256[/C][C]7.91494[/C][/ROW]
[ROW][C]136[/C][C]113.9[/C][C]109.625[/C][C]105.817[/C][C]3.80824[/C][C]4.27509[/C][/ROW]
[ROW][C]137[/C][C]131.9[/C][C]116.654[/C][C]106.571[/C][C]10.0835[/C][C]15.2457[/C][/ROW]
[ROW][C]138[/C][C]121.2[/C][C]123.65[/C][C]107.467[/C][C]16.1838[/C][C]-2.45043[/C][/ROW]
[ROW][C]139[/C][C]105.2[/C][C]118.373[/C][C]108.271[/C][C]10.1023[/C][C]-13.1732[/C][/ROW]
[ROW][C]140[/C][C]107.5[/C][C]114.639[/C][C]109.171[/C][C]5.46801[/C][C]-7.13885[/C][/ROW]
[ROW][C]141[/C][C]113.8[/C][C]110.707[/C][C]109.867[/C][C]0.840561[/C][C]3.09277[/C][/ROW]
[ROW][C]142[/C][C]100.5[/C][C]106.899[/C][C]109.783[/C][C]-2.88395[/C][C]-6.39938[/C][/ROW]
[ROW][C]143[/C][C]104.8[/C][C]102.132[/C][C]109.271[/C][C]-7.1391[/C][C]2.66826[/C][/ROW]
[ROW][C]144[/C][C]103.8[/C][C]104.006[/C][C]109.362[/C][C]-5.3565[/C][C]-0.206002[/C][/ROW]
[ROW][C]145[/C][C]93.1[/C][C]91.8124[/C][C]110.042[/C][C]-18.2293[/C][C]1.28763[/C][/ROW]
[ROW][C]146[/C][C]106.2[/C][C]95.2874[/C][C]110.888[/C][C]-15.6001[/C][C]10.9126[/C][/ROW]
[ROW][C]147[/C][C]117.5[/C][C]114.093[/C][C]111.371[/C][C]2.72256[/C][C]3.4066[/C][/ROW]
[ROW][C]148[/C][C]109.9[/C][C]115.371[/C][C]111.562[/C][C]3.80824[/C][C]-5.47074[/C][/ROW]
[ROW][C]149[/C][C]123.6[/C][C]121.908[/C][C]111.825[/C][C]10.0835[/C][C]1.6915[/C][/ROW]
[ROW][C]150[/C][C]131.7[/C][C]128.105[/C][C]111.921[/C][C]16.1838[/C][C]3.59541[/C][/ROW]
[ROW][C]151[/C][C]111[/C][C]122.223[/C][C]112.121[/C][C]10.1023[/C][C]-11.2232[/C][/ROW]
[ROW][C]152[/C][C]122[/C][C]116.768[/C][C]111.3[/C][C]5.46801[/C][C]5.23199[/C][/ROW]
[ROW][C]153[/C][C]110.9[/C][C]111.086[/C][C]110.246[/C][C]0.840561[/C][C]-0.186395[/C][/ROW]
[ROW][C]154[/C][C]108[/C][C]107.258[/C][C]110.142[/C][C]-2.88395[/C][C]0.742282[/C][/ROW]
[ROW][C]155[/C][C]103.6[/C][C]103.107[/C][C]110.246[/C][C]-7.1391[/C][C]0.493262[/C][/ROW]
[ROW][C]156[/C][C]107.3[/C][C]104.598[/C][C]109.954[/C][C]-5.3565[/C][C]2.70233[/C][/ROW]
[ROW][C]157[/C][C]94.4[/C][C]92.3374[/C][C]110.567[/C][C]-18.2293[/C][C]2.06263[/C][/ROW]
[ROW][C]158[/C][C]85.2[/C][C]95.5082[/C][C]111.108[/C][C]-15.6001[/C][C]-10.3082[/C][/ROW]
[ROW][C]159[/C][C]113.2[/C][C]113.643[/C][C]110.921[/C][C]2.72256[/C][C]-0.443395[/C][/ROW]
[ROW][C]160[/C][C]111.7[/C][C]115.112[/C][C]111.304[/C][C]3.80824[/C][C]-3.41241[/C][/ROW]
[ROW][C]161[/C][C]124.3[/C][C]121.567[/C][C]111.483[/C][C]10.0835[/C][C]2.73317[/C][/ROW]
[ROW][C]162[/C][C]124[/C][C]127.838[/C][C]111.654[/C][C]16.1838[/C][C]-3.83793[/C][/ROW]
[ROW][C]163[/C][C]133.4[/C][C]121.956[/C][C]111.854[/C][C]10.1023[/C][C]11.4435[/C][/ROW]
[ROW][C]164[/C][C]112.6[/C][C]117.693[/C][C]112.225[/C][C]5.46801[/C][C]-5.09301[/C][/ROW]
[ROW][C]165[/C][C]115.8[/C][C]113.578[/C][C]112.738[/C][C]0.840561[/C][C]2.22194[/C][/ROW]
[ROW][C]166[/C][C]112.3[/C][C]110.433[/C][C]113.317[/C][C]-2.88395[/C][C]1.86728[/C][/ROW]
[ROW][C]167[/C][C]103.6[/C][C]106.536[/C][C]113.675[/C][C]-7.1391[/C][C]-2.9359[/C][/ROW]
[ROW][C]168[/C][C]111.4[/C][C]108.906[/C][C]114.262[/C][C]-5.3565[/C][C]2.494[/C][/ROW]
[ROW][C]169[/C][C]95.1[/C][C]96.354[/C][C]114.583[/C][C]-18.2293[/C][C]-1.25404[/C][/ROW]
[ROW][C]170[/C][C]93.4[/C][C]98.4999[/C][C]114.1[/C][C]-15.6001[/C][C]-5.09987[/C][/ROW]
[ROW][C]171[/C][C]117.3[/C][C]116.873[/C][C]114.15[/C][C]2.72256[/C][C]0.427438[/C][/ROW]
[ROW][C]172[/C][C]121.5[/C][C]118.146[/C][C]114.337[/C][C]3.80824[/C][C]3.35426[/C][/ROW]
[ROW][C]173[/C][C]123.1[/C][C]124.229[/C][C]114.146[/C][C]10.0835[/C][C]-1.12933[/C][/ROW]
[ROW][C]174[/C][C]139.3[/C][C]130.388[/C][C]114.204[/C][C]16.1838[/C][C]8.91207[/C][/ROW]
[ROW][C]175[/C][C]125.8[/C][C]124.327[/C][C]114.225[/C][C]10.1023[/C][C]1.47267[/C][/ROW]
[ROW][C]176[/C][C]108.6[/C][C]119.368[/C][C]113.9[/C][C]5.46801[/C][C]-10.768[/C][/ROW]
[ROW][C]177[/C][C]121[/C][C]114.616[/C][C]113.775[/C][C]0.840561[/C][C]6.38444[/C][/ROW]
[ROW][C]178[/C][C]111.6[/C][C]110.895[/C][C]113.779[/C][C]-2.88395[/C][C]0.704782[/C][/ROW]
[ROW][C]179[/C][C]99.7[/C][C]106.29[/C][C]113.429[/C][C]-7.1391[/C][C]-6.59007[/C][/ROW]
[ROW][C]180[/C][C]116.7[/C][C]107.469[/C][C]112.825[/C][C]-5.3565[/C][C]9.2315[/C][/ROW]
[ROW][C]181[/C][C]90.3[/C][C]94.4124[/C][C]112.642[/C][C]-18.2293[/C][C]-4.11237[/C][/ROW]
[ROW][C]182[/C][C]90.4[/C][C]97.3749[/C][C]112.975[/C][C]-15.6001[/C][C]-6.97487[/C][/ROW]
[ROW][C]183[/C][C]117.3[/C][C]115.614[/C][C]112.892[/C][C]2.72256[/C][C]1.68577[/C][/ROW]
[ROW][C]184[/C][C]121.6[/C][C]116.212[/C][C]112.404[/C][C]3.80824[/C][C]5.38759[/C][/ROW]
[ROW][C]185[/C][C]114.6[/C][C]122.679[/C][C]112.596[/C][C]10.0835[/C][C]-8.07933[/C][/ROW]
[ROW][C]186[/C][C]133.3[/C][C]128.788[/C][C]112.604[/C][C]16.1838[/C][C]4.51207[/C][/ROW]
[ROW][C]187[/C][C]127.4[/C][C]122.331[/C][C]112.229[/C][C]10.1023[/C][C]5.06851[/C][/ROW]
[ROW][C]188[/C][C]115[/C][C]118.147[/C][C]112.679[/C][C]5.46801[/C][C]-3.14718[/C][/ROW]
[ROW][C]189[/C][C]112.6[/C][C]114.324[/C][C]113.483[/C][C]0.840561[/C][C]-1.72389[/C][/ROW]
[ROW][C]190[/C][C]108.3[/C][C]111.008[/C][C]113.892[/C][C]-2.88395[/C][C]-2.70772[/C][/ROW]
[ROW][C]191[/C][C]107.6[/C][C]107.536[/C][C]114.675[/C][C]-7.1391[/C][C]0.0640957[/C][/ROW]
[ROW][C]192[/C][C]109[/C][C]110.219[/C][C]115.575[/C][C]-5.3565[/C][C]-1.2185[/C][/ROW]
[ROW][C]193[/C][C]89[/C][C]97.579[/C][C]115.808[/C][C]-18.2293[/C][C]-8.57904[/C][/ROW]
[ROW][C]194[/C][C]102.5[/C][C]100.879[/C][C]116.479[/C][C]-15.6001[/C][C]1.62096[/C][/ROW]
[ROW][C]195[/C][C]124.5[/C][C]120.877[/C][C]118.154[/C][C]2.72256[/C][C]3.62327[/C][/ROW]
[ROW][C]196[/C][C]124.2[/C][C]123.679[/C][C]119.871[/C][C]3.80824[/C][C]0.520928[/C][/ROW]
[ROW][C]197[/C][C]130.8[/C][C]131.646[/C][C]121.562[/C][C]10.0835[/C][C]-0.845999[/C][/ROW]
[ROW][C]198[/C][C]138.7[/C][C]139.363[/C][C]123.179[/C][C]16.1838[/C][C]-0.662926[/C][/ROW]
[ROW][C]199[/C][C]127.6[/C][C]134.502[/C][C]124.4[/C][C]10.1023[/C][C]-6.90233[/C][/ROW]
[ROW][C]200[/C][C]130.9[/C][C]131.11[/C][C]125.642[/C][C]5.46801[/C][C]-0.209679[/C][/ROW]
[ROW][C]201[/C][C]136.9[/C][C]127.632[/C][C]126.792[/C][C]0.840561[/C][C]9.26777[/C][/ROW]
[ROW][C]202[/C][C]125.2[/C][C]124.141[/C][C]127.025[/C][C]-2.88395[/C][C]1.05895[/C][/ROW]
[ROW][C]203[/C][C]131.3[/C][C]120.215[/C][C]127.354[/C][C]-7.1391[/C][C]11.0849[/C][/ROW]
[ROW][C]204[/C][C]124.1[/C][C]123.431[/C][C]128.788[/C][C]-5.3565[/C][C]0.668998[/C][/ROW]
[ROW][C]205[/C][C]103.2[/C][C]111.783[/C][C]130.012[/C][C]-18.2293[/C][C]-8.58321[/C][/ROW]
[ROW][C]206[/C][C]118.1[/C][C]114.875[/C][C]130.475[/C][C]-15.6001[/C][C]3.22513[/C][/ROW]
[ROW][C]207[/C][C]136.5[/C][C]NA[/C][C]NA[/C][C]2.72256[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]117.8[/C][C]NA[/C][C]NA[/C][C]3.80824[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]145.1[/C][C]NA[/C][C]NA[/C][C]10.0835[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]158.8[/C][C]NA[/C][C]NA[/C][C]16.1838[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]136.9[/C][C]NA[/C][C]NA[/C][C]10.1023[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]132.7[/C][C]NA[/C][C]NA[/C][C]5.46801[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309846&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309846&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	55.5	NA	NA	-18.2293	NA
2	63	NA	NA	-15.6001	NA
3	77.2	NA	NA	2.72256	NA
4	71.1	NA	NA	3.80824	NA
5	90.1	NA	NA	10.0835	NA
6	91.5	NA	NA	16.1838	NA
7	76.1	86.7398	76.6375	10.1023	-10.6398
8	87.8	82.7347	77.2667	5.46801	5.06532
9	81	78.2614	77.4208	0.840561	2.73861
10	77.2	74.8452	77.7292	-2.88395	2.35478
11	73.8	71.1484	78.2875	-7.1391	2.6516
12	68.9	73.1018	78.4583	-5.3565	-4.20184
13	68.4	61.029	79.2583	-18.2293	7.37096
14	65.2	64.8332	80.4333	-15.6001	0.366792
15	78.7	82.8476	80.125	2.72256	-4.14756
16	77	83.8374	80.0292	3.80824	-6.83741
17	97.6	90.6418	80.5583	10.0835	6.95817
18	88.1	96.7171	80.5333	16.1838	-8.61709
19	98.7	90.5273	80.425	10.1023	8.17267
20	93.4	86.1472	80.6792	5.46801	7.25282
21	68	81.7197	80.8792	0.840561	-13.7197
22	87.9	78.3619	81.2458	-2.88395	9.53812
23	75.8	74.1484	81.2875	-7.1391	1.6516
24	66.3	75.4602	80.8167	-5.3565	-9.16017
25	68.4	62.2457	80.475	-18.2293	6.15429
26	71.3	64.4207	80.0208	-15.6001	6.87929
27	77.4	83.0476	80.325	2.72256	-5.64756
28	87.1	84.3874	80.5792	3.80824	2.71259
29	88.5	90.1835	80.1	10.0835	-1.6835
30	85.9	96.7213	80.5375	16.1838	-10.8213
31	92.7	91.4857	81.3833	10.1023	1.21434
32	88.5	86.9388	81.4708	5.46801	1.56115
33	80.2	82.4489	81.6083	0.840561	-2.24889
34	81.8	79.1786	82.0625	-2.88395	2.62145
35	70.4	75.3026	82.4417	-7.1391	-4.90257
36	82.2	77.8518	83.2083	-5.3565	4.34816
37	72.8	66.179	84.4083	-18.2293	6.62096
38	69	69.8582	85.4583	-15.6001	-0.858208
39	83	88.8767	86.1542	2.72256	-5.87673
40	92.4	90.6499	86.8417	3.80824	1.75009
41	92.3	97.6668	87.5833	10.0835	-5.36683
42	100.5	104.138	87.9542	16.1838	-3.63793
43	106.9	98.2398	88.1375	10.1023	8.66017
44	99.5	93.9097	88.4417	5.46801	5.59032
45	85.9	90.1947	89.3542	0.840561	-4.29473
46	92.6	87.1119	89.9958	-2.88395	5.48812
47	77.4	82.9609	90.1	-7.1391	-5.5609
48	84.1	85.3893	90.7458	-5.3565	-1.28934
49	75.3	72.5915	90.8208	-18.2293	2.70846
50	73.8	74.879	90.4792	-15.6001	-1.07904
51	100.1	93.5809	90.8583	2.72256	6.5191
52	90.7	94.5499	90.7417	3.80824	-3.84991
53	96.5	100.742	90.6583	10.0835	-4.24183
54	111.8	107.209	91.025	16.1838	4.59124
55	97.4	101.044	90.9417	10.1023	-3.64399
56	100.8	96.3847	90.9167	5.46801	4.41532
57	93.7	91.7322	90.8917	0.840561	1.96777
58	82	88.1994	91.0833	-2.88395	-6.19938
59	86	84.6234	91.7625	-7.1391	1.3766
60	84.3	86.8435	92.2	-5.3565	-2.5435
61	73.1	74.0999	92.3292	-18.2293	-0.999875
62	75.4	76.8165	92.4167	-15.6001	-1.41654
63	97.9	95.5226	92.8	2.72256	2.37744
64	97.5	97.2749	93.4667	3.80824	0.225094
65	106	104.054	93.9708	10.0835	1.94567
66	112.8	110.542	94.3583	16.1838	2.25791
67	99.5	104.806	94.7042	10.1023	-5.30649
68	100.8	100.564	95.0958	5.46801	0.236155
69	102.9	96.0989	95.2583	0.840561	6.80111
70	88.8	92.1702	95.0542	-2.88395	-3.37022
71	91.3	87.7192	94.8583	-7.1391	3.58076
72	88.3	89.6393	94.9958	-5.3565	-1.33934
73	77.4	77.429	95.6583	-18.2293	-0.0290416
74	80.5	80.7499	96.35	-15.6001	-0.249875
75	96.7	98.9809	96.2583	2.72256	-2.2809
76	93.8	100.112	96.3042	3.80824	-6.31241
77	105	106.721	96.6375	10.0835	-1.721
78	117.1	112.917	96.7333	16.1838	4.18291
79	111.1	107.198	97.0958	10.1023	3.90184
80	105.8	102.893	97.425	5.46801	2.90699
81	95.7	98.5489	97.7083	0.840561	-2.84889
82	97.1	95.6369	98.5208	-2.88395	1.46312
83	91	92.3609	99.5	-7.1391	-1.3609
84	90.9	94.5643	99.9208	-5.3565	-3.66434
85	83.5	81.4165	99.6458	-18.2293	2.08346
86	82.3	83.7665	99.3667	-15.6001	-1.46654
87	101.7	102.118	99.3958	2.72256	-0.418395
88	108.3	103.387	99.5792	3.80824	4.91259
89	114	110.05	99.9667	10.0835	3.94983
90	118.2	116.505	100.321	16.1838	1.69541
91	103.4	111.023	100.921	10.1023	-7.62316
92	106.8	106.831	101.362	5.46801	-0.0305122
93	95.4	101.961	101.121	0.840561	-6.56139
94	101.8	97.9244	100.808	-2.88395	3.87562
95	95.6	93.6067	100.746	-7.1391	1.99326
96	94.8	94.7977	100.154	-5.3565	0.00233098
97	94	81.9124	100.142	-18.2293	12.0876
98	82.4	85.0874	100.688	-15.6001	-2.68737
99	95.8	103.635	100.912	2.72256	-7.83506
100	106.7	104.854	101.046	3.80824	1.84593
101	114.1	110.821	100.737	10.0835	3.279
102	103.9	117.055	100.871	16.1838	-13.1546
103	117.4	110.723	100.621	10.1023	6.67684
104	105.9	105.706	100.238	5.46801	0.194488
105	101.7	101.541	100.7	0.840561	0.159439
106	98.7	98.1244	101.008	-2.88395	0.575615
107	91.3	93.6401	100.779	-7.1391	-2.34007
108	102.3	96.0185	101.375	-5.3565	6.2815
109	80.5	83.9832	102.212	-18.2293	-3.48321
110	86.7	86.5165	102.117	-15.6001	0.183458
111	102.6	104.881	102.158	2.72256	-2.2809
112	107.3	105.975	102.167	3.80824	1.32509
113	108	112.254	102.171	10.0835	-4.25433
114	124.3	118.492	102.308	16.1838	5.80791
115	117.1	112.002	101.9	10.1023	5.09767
116	103.9	107.089	101.621	5.46801	-3.18885
117	104.7	102.803	101.962	0.840561	1.89694
118	95.9	99.1619	102.046	-2.88395	-3.26188
119	94.2	94.5734	101.712	-7.1391	-0.373404
120	102.7	96.1435	101.5	-5.3565	6.5565
121	70.3	83.3082	101.538	-18.2293	-13.0082
122	90.2	85.979	101.579	-15.6001	4.22096
123	107.3	104.114	101.392	2.72256	3.18577
124	104.6	104.817	101.008	3.80824	-0.216572
125	102.7	110.971	100.888	10.0835	-8.271
126	124.5	116.663	100.479	16.1838	7.83707
127	117.8	110.773	100.671	10.1023	7.02684
128	104.2	106.856	101.388	5.46801	-2.65551
129	99.9	102.624	101.783	0.840561	-2.72389
130	91.5	99.6286	102.512	-2.88395	-8.12855
131	95.7	96.9776	104.117	-7.1391	-1.27757
132	91.4	99.8393	105.196	-5.3565	-8.43934
133	86.2	86.304	104.533	-18.2293	-0.104042
134	91.5	88.5457	104.146	-15.6001	2.95429
135	115.5	107.585	104.862	2.72256	7.91494
136	113.9	109.625	105.817	3.80824	4.27509
137	131.9	116.654	106.571	10.0835	15.2457
138	121.2	123.65	107.467	16.1838	-2.45043
139	105.2	118.373	108.271	10.1023	-13.1732
140	107.5	114.639	109.171	5.46801	-7.13885
141	113.8	110.707	109.867	0.840561	3.09277
142	100.5	106.899	109.783	-2.88395	-6.39938
143	104.8	102.132	109.271	-7.1391	2.66826
144	103.8	104.006	109.362	-5.3565	-0.206002
145	93.1	91.8124	110.042	-18.2293	1.28763
146	106.2	95.2874	110.888	-15.6001	10.9126
147	117.5	114.093	111.371	2.72256	3.4066
148	109.9	115.371	111.562	3.80824	-5.47074
149	123.6	121.908	111.825	10.0835	1.6915
150	131.7	128.105	111.921	16.1838	3.59541
151	111	122.223	112.121	10.1023	-11.2232
152	122	116.768	111.3	5.46801	5.23199
153	110.9	111.086	110.246	0.840561	-0.186395
154	108	107.258	110.142	-2.88395	0.742282
155	103.6	103.107	110.246	-7.1391	0.493262
156	107.3	104.598	109.954	-5.3565	2.70233
157	94.4	92.3374	110.567	-18.2293	2.06263
158	85.2	95.5082	111.108	-15.6001	-10.3082
159	113.2	113.643	110.921	2.72256	-0.443395
160	111.7	115.112	111.304	3.80824	-3.41241
161	124.3	121.567	111.483	10.0835	2.73317
162	124	127.838	111.654	16.1838	-3.83793
163	133.4	121.956	111.854	10.1023	11.4435
164	112.6	117.693	112.225	5.46801	-5.09301
165	115.8	113.578	112.738	0.840561	2.22194
166	112.3	110.433	113.317	-2.88395	1.86728
167	103.6	106.536	113.675	-7.1391	-2.9359
168	111.4	108.906	114.262	-5.3565	2.494
169	95.1	96.354	114.583	-18.2293	-1.25404
170	93.4	98.4999	114.1	-15.6001	-5.09987
171	117.3	116.873	114.15	2.72256	0.427438
172	121.5	118.146	114.337	3.80824	3.35426
173	123.1	124.229	114.146	10.0835	-1.12933
174	139.3	130.388	114.204	16.1838	8.91207
175	125.8	124.327	114.225	10.1023	1.47267
176	108.6	119.368	113.9	5.46801	-10.768
177	121	114.616	113.775	0.840561	6.38444
178	111.6	110.895	113.779	-2.88395	0.704782
179	99.7	106.29	113.429	-7.1391	-6.59007
180	116.7	107.469	112.825	-5.3565	9.2315
181	90.3	94.4124	112.642	-18.2293	-4.11237
182	90.4	97.3749	112.975	-15.6001	-6.97487
183	117.3	115.614	112.892	2.72256	1.68577
184	121.6	116.212	112.404	3.80824	5.38759
185	114.6	122.679	112.596	10.0835	-8.07933
186	133.3	128.788	112.604	16.1838	4.51207
187	127.4	122.331	112.229	10.1023	5.06851
188	115	118.147	112.679	5.46801	-3.14718
189	112.6	114.324	113.483	0.840561	-1.72389
190	108.3	111.008	113.892	-2.88395	-2.70772
191	107.6	107.536	114.675	-7.1391	0.0640957
192	109	110.219	115.575	-5.3565	-1.2185
193	89	97.579	115.808	-18.2293	-8.57904
194	102.5	100.879	116.479	-15.6001	1.62096
195	124.5	120.877	118.154	2.72256	3.62327
196	124.2	123.679	119.871	3.80824	0.520928
197	130.8	131.646	121.562	10.0835	-0.845999
198	138.7	139.363	123.179	16.1838	-0.662926
199	127.6	134.502	124.4	10.1023	-6.90233
200	130.9	131.11	125.642	5.46801	-0.209679
201	136.9	127.632	126.792	0.840561	9.26777
202	125.2	124.141	127.025	-2.88395	1.05895
203	131.3	120.215	127.354	-7.1391	11.0849
204	124.1	123.431	128.788	-5.3565	0.668998
205	103.2	111.783	130.012	-18.2293	-8.58321
206	118.1	114.875	130.475	-15.6001	3.22513
207	136.5	NA	NA	2.72256	NA
208	117.8	NA	NA	3.80824	NA
209	145.1	NA	NA	10.0835	NA
210	158.8	NA	NA	16.1838	NA
211	136.9	NA	NA	10.1023	NA
212	132.7	NA	NA	5.46801	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):

Parameters (R input):

par1 = additive ; par2 = 12 ;

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

par2 <- '12'
par1 <- 'additive'
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