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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Fri, 15 Dec 2017 14:19:42 +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/15/t151334404561p67tlmrzul55w.htm/, Retrieved Wed, 15 May 2024 13:11:08 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309731, Retrieved Wed, 15 May 2024 13:11:08 +0000

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-       [Classical Decomposition] [classical decompo...] [2017-12-15 13:19:42] [dc50920429733eb8e80244e6ce50bf79] [Current]

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Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	3 seconds
R Server	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time3 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309731&T=0

[TABLE]
[ROW]

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

Raw Input[/C]

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

Raw Output[/C]

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

Computing time[/C]

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

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=309731&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309731&T=0

As an alternative you can also use a QR Code:

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

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	3 seconds
R Server	Big Analytics Cloud Computing Center

Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	56.6	NA	NA	3.57382	NA
2	71.5	NA	NA	2.38999	NA
3	83.3	NA	NA	9.65375	NA
4	66.9	NA	NA	4.89515	NA
5	86.8	NA	NA	3.3514	NA
6	74.9	NA	NA	9.29594	NA
7	60.9	64.3616	74.3375	-9.97594	-3.46156
8	72.1	58.7454	75.5667	-16.8213	13.3546
9	84.3	82.2623	75.7542	6.50813	2.0377
10	88.6	83.8223	76.0458	7.77651	4.77766
11	82.2	76.4848	76.025	0.459845	5.71516
12	51.8	54.7469	75.8542	-21.1073	-2.94685
13	80.9	79.7446	76.1708	3.57382	1.15535
14	76.7	78.3692	75.9792	2.38999	-1.66916
15	82.6	85.0287	75.375	9.65375	-2.42875
16	74.6	79.8035	74.9083	4.89515	-5.20349
17	78.6	77.7264	74.375	3.3514	0.873596
18	79	83.3334	74.0375	9.29594	-4.33344
19	64.4	64.0157	73.9917	-9.97594	0.384273
20	64	57.0496	73.8708	-16.8213	6.95045
21	77.9	80.1081	73.6	6.50813	-2.20813
22	83.8	81.3432	73.5667	7.77651	2.45682
23	74.2	74.1307	73.6708	0.459845	0.0693219
24	51.7	52.4635	73.5708	-21.1073	-0.763521
25	79.9	77.4155	73.8417	3.57382	2.48452
26	74.8	76.6483	74.2583	2.38999	-1.84833
27	78	84.2454	74.5917	9.65375	-6.24541
28	78.4	79.7743	74.8792	4.89515	-1.37432
29	77.3	78.3097	74.9583	3.3514	-1.00974
30	77.9	84.4626	75.1667	9.29594	-6.5626
31	72	65.1824	75.1583	-9.97594	6.81761
32	66.4	58.1662	74.9875	-16.8213	8.23378
33	83.5	81.4081	74.9	6.50813	2.09187
34	85.1	82.4973	74.7208	7.77651	2.60266
35	74.8	74.9015	74.4417	0.459845	-0.101511
36	56.1	53.1344	74.2417	-21.1073	2.96565
37	75.3	77.7155	74.1417	3.57382	-2.41548
38	75.3	75.9483	73.5583	2.38999	-0.648325
39	75.4	82.5871	72.9333	9.65375	-7.18708
40	76.7	77.8243	72.9292	4.89515	-1.12432
41	72.3	76.3181	72.9667	3.3514	-4.01807
42	78.1	82.2834	72.9875	9.29594	-4.18344
43	69.4	63.2491	73.225	-9.97594	6.15094
44	55	56.6162	73.4375	-16.8213	-1.61622
45	79.9	80.6748	74.1667	6.50813	-0.774796
46	88.6	83.014	75.2375	7.77651	5.58599
47	72.2	76.5848	76.125	0.459845	-4.38484
48	59.2	56.2677	77.375	-21.1073	2.93231
49	77.9	82.0238	78.45	3.57382	-4.12382
50	77.8	81.8983	79.5083	2.38999	-4.09833
51	90.4	90.6037	80.95	9.65375	-0.203748
52	87.4	86.7868	81.8917	4.89515	0.613179
53	82.9	86.5181	83.1667	3.3514	-3.61807
54	97.5	94.1251	84.8292	9.29594	3.3749
55	75.8	76.0324	86.0083	-9.97594	-0.232394
56	74	70.2704	87.0917	-16.8213	3.72962
57	95.5	94.4581	87.95	6.50813	1.04187
58	95.6	96.3473	88.5708	7.77651	-0.747345
59	95.8	89.5057	89.0458	0.459845	6.29432
60	75.5	67.8927	89	-21.1073	7.60731
61	89.9	92.103	88.5292	3.57382	-2.20298
62	91.8	90.2275	87.8375	2.38999	1.57251
63	97	96.9079	87.2542	9.65375	0.0920854
64	95.7	91.516	86.6208	4.89515	4.18401
65	86	89.5889	86.2375	3.3514	-3.5889
66	93.3	95.3751	86.0792	9.29594	-2.0751
67	68.7	76.3407	86.3167	-9.97594	-7.64073
68	64.5	70.2829	87.1042	-16.8213	-5.78288
69	91	94.954	88.4458	6.50813	-3.95396
70	84.9	97.5307	89.7542	7.77651	-12.6307
71	97.3	91.5848	91.125	0.459845	5.71516
72	70.2	72.1052	93.2125	-21.1073	-1.90519
73	100.9	98.2988	94.725	3.57382	2.60118
74	99.7	98.3275	95.9375	2.38999	1.37251
75	121.3	106.658	97.0042	9.65375	14.6421
76	102.8	103.228	98.3333	4.89515	-0.428488
77	111.8	103.085	99.7333	3.3514	8.71526
78	117.6	110.046	100.75	9.29594	7.55406
79	80.7	91.9782	101.954	-9.97594	-11.2782
80	81.6	86.1662	102.987	-16.8213	-4.56622
81	99.5	109.733	103.225	6.50813	-10.2331
82	108.3	110.985	103.208	7.77651	-2.68484
83	107.5	103.881	103.421	0.459845	3.61932
84	84.4	82.2052	103.312	-21.1073	2.19481
85	115.6	107.324	103.75	3.57382	8.27618
86	109.8	106.877	104.488	2.38999	2.92251
87	116.9	114.35	104.696	9.65375	2.55042
88	106.8	109.712	104.817	4.89515	-2.91182
89	112.9	108.085	104.733	3.3514	4.81526
90	113.9	113.567	104.271	9.29594	0.333231
91	94.9	94.0116	103.988	-9.97594	0.88844
92	85.1	87.6996	104.521	-16.8213	-2.59955
93	101	111.566	105.058	6.50813	-10.5665
94	109.7	113.981	106.204	7.77651	-4.28068
95	104.1	107.972	107.512	0.459845	-3.87234
96	76.7	87.2719	108.379	-21.1073	-10.5719
97	116.5	113.207	109.633	3.57382	3.29285
98	121.7	112.736	110.346	2.38999	8.96417
99	117.9	120.916	111.262	9.65375	-3.01625
100	133.3	117.316	112.421	4.89515	15.984
101	117.8	115.535	112.183	3.3514	2.26526
102	129.8	120.658	111.362	9.29594	9.14156
103	109.1	99.4741	109.45	-9.97594	9.62594
104	88	88.9996	105.821	-16.8213	-0.999551
105	120.1	108.779	102.271	6.50813	11.321
106	118.4	105.831	98.0542	7.77651	12.5693
107	89.7	94.0723	93.6125	0.459845	-4.37234
108	71.4	68.5677	89.675	-21.1073	2.83231
109	75.9	89.4571	85.8833	3.57382	-13.5571
110	75.2	85.6858	83.2958	2.38999	-10.4858
111	79.2	90.9246	81.2708	9.65375	-11.7246
112	70.8	83.9327	79.0375	4.89515	-13.1327
113	73.7	81.1347	77.7833	3.3514	-7.43474
114	79.4	86.7126	77.4167	9.29594	-7.3126
115	68.5	67.8282	77.8042	-9.97594	0.671773
116	66.5	62.3037	79.125	-16.8213	4.19628
117	93	87.5831	81.075	6.50813	5.41687
118	91.9	91.4515	83.675	7.77651	0.448489
119	86.1	86.7223	86.2625	0.459845	-0.622345
120	66.2	67.9469	89.0542	-21.1073	-1.74685
121	90.4	95.1738	91.6	3.57382	-4.77382
122	92.4	95.54	93.15	2.38999	-3.13999
123	108.8	104.154	94.5	9.65375	4.64625
124	103.6	100.783	95.8875	4.89515	2.81735
125	103	100.722	97.3708	3.3514	2.27776
126	117.1	108.417	99.1208	9.29594	8.68323
127	91.9	90.6116	100.588	-9.97594	1.28844
128	80.3	84.7871	101.608	-16.8213	-4.48705
129	111.6	108.858	102.35	6.50813	2.74187
130	106.6	110.427	102.65	7.77651	-3.82651
131	107	103.51	103.05	0.459845	3.49016
132	87.3	81.7635	102.871	-21.1073	5.53648
133	104.5	105.59	102.017	3.57382	-1.09048
134	102.8	104.261	101.871	2.38999	-1.46083
135	116.2	111.429	101.775	9.65375	4.77125
136	103.4	106.103	101.208	4.89515	-2.70349
137	112.8	103.939	100.587	3.3514	8.8611
138	103	109.121	99.825	9.29594	-6.12094
139	85.5	89.2241	99.2	-9.97594	-3.72406
140	83.2	82.3454	99.1667	-16.8213	0.854616
141	106.4	105.629	99.1208	6.50813	0.771038
142	98.2	106.431	98.6542	7.77651	-8.23068
143	100.5	98.2307	97.7708	0.459845	2.26932
144	75.5	76.101	97.2083	-21.1073	-0.601021
145	101.3	100.903	97.3292	3.57382	0.397018
146	105.2	99.6442	97.2542	2.38999	5.55584
147	112.7	106.32	96.6667	9.65375	6.37959
148	95.7	101.512	96.6167	4.89515	-5.81182
149	99.3	100.068	96.7167	3.3514	-0.768071
150	103	105.696	96.4	9.29594	-2.69594
151	88.4	86.3574	96.3333	-9.97594	2.04261
152	78.5	79.3246	96.1458	-16.8213	-0.824551
153	97	102.016	95.5083	6.50813	-5.01646
154	106.4	103.081	95.3042	7.77651	3.31932
155	94.7	95.9723	95.5125	0.459845	-1.27234
156	73.7	74.4469	95.5542	-21.1073	-0.746855
157	101.5	99.1655	95.5917	3.57382	2.33452
158	100.5	97.8442	95.4542	2.38999	2.65584
159	102.1	105.25	95.5958	9.65375	-3.14958
160	101.4	100.795	95.9	4.89515	0.604846
161	98.6	99.3639	96.0125	3.3514	-0.763904
162	104.7	105.192	95.8958	9.29594	-0.491769
163	87.6	85.9116	95.8875	-9.97594	1.68844
164	76	79.2287	96.05	-16.8213	-3.22872
165	102.9	102.487	95.9792	6.50813	0.412704
166	107.8	103.702	95.925	7.77651	4.09849
167	96	96.2473	95.7875	0.459845	-0.247345
168	69.6	74.351	95.4583	-21.1073	-4.75102
169	105.4	98.9321	95.3583	3.57382	6.46785
170	100.5	97.8192	95.4292	2.38999	2.68084
171	100.4	105.337	95.6833	9.65375	-4.93708
172	101.8	100.82	95.925	4.89515	0.979846
173	94.9	98.8681	95.5167	3.3514	-3.96807
174	100.5	104.675	95.3792	9.29594	-4.1751
175	89.4	85.6532	95.6292	-9.97594	3.74677
176	75.9	78.9662	95.7875	-16.8213	-3.06622
177	109.1	103.254	96.7458	6.50813	5.84604
178	107.4	105.727	97.95	7.77651	1.67349
179	86.6	99.2682	98.8083	0.459845	-12.6682
180	75.7	79.0594	100.167	-21.1073	-3.35935
181	105.3	104.995	101.421	3.57382	0.305351
182	104.4	104.427	102.038	2.38999	-0.0274918
183	119.5	112.141	102.488	9.65375	7.35875
184	111.6	107.828	102.933	4.89515	3.77151
185	105.7	107.239	103.888	3.3514	-1.5389
186	122.3	114.142	104.846	9.29594	8.15823
187	97.7	95.1074	105.083	-9.97594	2.59261
188	82.4	88.2454	105.067	-16.8213	-5.84538
189	113.4	111.225	104.717	6.50813	2.1752
190	113.8	112.085	104.308	7.77651	1.71516
191	103.1	104.652	104.192	0.459845	-1.55151
192	82.2	82.576	103.683	-21.1073	-0.376021
193	104.5	106.203	102.629	3.57382	-1.70298
194	104.8	104.357	101.967	2.38999	0.443342
195	110.7	111.366	101.712	9.65375	-0.666248
196	110.6	105.983	101.087	4.89515	4.61735
197	103.9	104.118	100.767	3.3514	-0.218071
198	111.9	110.313	101.017	9.29594	1.5874
199	82.8	91.4241	101.4	-9.97594	-8.62406
200	81.4	84.7662	101.587	-16.8213	-3.36622
201	108.3	108.466	101.958	6.50813	-0.166462
202	103.9	109.81	102.033	7.77651	-5.90984
203	105.3	102.443	101.983	0.459845	2.85682
204	86	81.3635	102.471	-21.1073	4.63648
205	109.9	106.411	102.837	3.57382	3.48868
206	103.9	105.752	103.362	2.38999	-1.85249
207	120.5	NA	NA	9.65375	NA
208	102.6	NA	NA	4.89515	NA
209	110.7	NA	NA	3.3514	NA
210	116.8	NA	NA	9.29594	NA
211	86.7	NA	NA	-9.97594	NA
212	90.1	NA	NA	-16.8213	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 56.6 & NA & NA & 3.57382 & NA \tabularnewline
2 & 71.5 & NA & NA & 2.38999 & NA \tabularnewline
3 & 83.3 & NA & NA & 9.65375 & NA \tabularnewline
4 & 66.9 & NA & NA & 4.89515 & NA \tabularnewline
5 & 86.8 & NA & NA & 3.3514 & NA \tabularnewline
6 & 74.9 & NA & NA & 9.29594 & NA \tabularnewline
7 & 60.9 & 64.3616 & 74.3375 & -9.97594 & -3.46156 \tabularnewline
8 & 72.1 & 58.7454 & 75.5667 & -16.8213 & 13.3546 \tabularnewline
9 & 84.3 & 82.2623 & 75.7542 & 6.50813 & 2.0377 \tabularnewline
10 & 88.6 & 83.8223 & 76.0458 & 7.77651 & 4.77766 \tabularnewline
11 & 82.2 & 76.4848 & 76.025 & 0.459845 & 5.71516 \tabularnewline
12 & 51.8 & 54.7469 & 75.8542 & -21.1073 & -2.94685 \tabularnewline
13 & 80.9 & 79.7446 & 76.1708 & 3.57382 & 1.15535 \tabularnewline
14 & 76.7 & 78.3692 & 75.9792 & 2.38999 & -1.66916 \tabularnewline
15 & 82.6 & 85.0287 & 75.375 & 9.65375 & -2.42875 \tabularnewline
16 & 74.6 & 79.8035 & 74.9083 & 4.89515 & -5.20349 \tabularnewline
17 & 78.6 & 77.7264 & 74.375 & 3.3514 & 0.873596 \tabularnewline
18 & 79 & 83.3334 & 74.0375 & 9.29594 & -4.33344 \tabularnewline
19 & 64.4 & 64.0157 & 73.9917 & -9.97594 & 0.384273 \tabularnewline
20 & 64 & 57.0496 & 73.8708 & -16.8213 & 6.95045 \tabularnewline
21 & 77.9 & 80.1081 & 73.6 & 6.50813 & -2.20813 \tabularnewline
22 & 83.8 & 81.3432 & 73.5667 & 7.77651 & 2.45682 \tabularnewline
23 & 74.2 & 74.1307 & 73.6708 & 0.459845 & 0.0693219 \tabularnewline
24 & 51.7 & 52.4635 & 73.5708 & -21.1073 & -0.763521 \tabularnewline
25 & 79.9 & 77.4155 & 73.8417 & 3.57382 & 2.48452 \tabularnewline
26 & 74.8 & 76.6483 & 74.2583 & 2.38999 & -1.84833 \tabularnewline
27 & 78 & 84.2454 & 74.5917 & 9.65375 & -6.24541 \tabularnewline
28 & 78.4 & 79.7743 & 74.8792 & 4.89515 & -1.37432 \tabularnewline
29 & 77.3 & 78.3097 & 74.9583 & 3.3514 & -1.00974 \tabularnewline
30 & 77.9 & 84.4626 & 75.1667 & 9.29594 & -6.5626 \tabularnewline
31 & 72 & 65.1824 & 75.1583 & -9.97594 & 6.81761 \tabularnewline
32 & 66.4 & 58.1662 & 74.9875 & -16.8213 & 8.23378 \tabularnewline
33 & 83.5 & 81.4081 & 74.9 & 6.50813 & 2.09187 \tabularnewline
34 & 85.1 & 82.4973 & 74.7208 & 7.77651 & 2.60266 \tabularnewline
35 & 74.8 & 74.9015 & 74.4417 & 0.459845 & -0.101511 \tabularnewline
36 & 56.1 & 53.1344 & 74.2417 & -21.1073 & 2.96565 \tabularnewline
37 & 75.3 & 77.7155 & 74.1417 & 3.57382 & -2.41548 \tabularnewline
38 & 75.3 & 75.9483 & 73.5583 & 2.38999 & -0.648325 \tabularnewline
39 & 75.4 & 82.5871 & 72.9333 & 9.65375 & -7.18708 \tabularnewline
40 & 76.7 & 77.8243 & 72.9292 & 4.89515 & -1.12432 \tabularnewline
41 & 72.3 & 76.3181 & 72.9667 & 3.3514 & -4.01807 \tabularnewline
42 & 78.1 & 82.2834 & 72.9875 & 9.29594 & -4.18344 \tabularnewline
43 & 69.4 & 63.2491 & 73.225 & -9.97594 & 6.15094 \tabularnewline
44 & 55 & 56.6162 & 73.4375 & -16.8213 & -1.61622 \tabularnewline
45 & 79.9 & 80.6748 & 74.1667 & 6.50813 & -0.774796 \tabularnewline
46 & 88.6 & 83.014 & 75.2375 & 7.77651 & 5.58599 \tabularnewline
47 & 72.2 & 76.5848 & 76.125 & 0.459845 & -4.38484 \tabularnewline
48 & 59.2 & 56.2677 & 77.375 & -21.1073 & 2.93231 \tabularnewline
49 & 77.9 & 82.0238 & 78.45 & 3.57382 & -4.12382 \tabularnewline
50 & 77.8 & 81.8983 & 79.5083 & 2.38999 & -4.09833 \tabularnewline
51 & 90.4 & 90.6037 & 80.95 & 9.65375 & -0.203748 \tabularnewline
52 & 87.4 & 86.7868 & 81.8917 & 4.89515 & 0.613179 \tabularnewline
53 & 82.9 & 86.5181 & 83.1667 & 3.3514 & -3.61807 \tabularnewline
54 & 97.5 & 94.1251 & 84.8292 & 9.29594 & 3.3749 \tabularnewline
55 & 75.8 & 76.0324 & 86.0083 & -9.97594 & -0.232394 \tabularnewline
56 & 74 & 70.2704 & 87.0917 & -16.8213 & 3.72962 \tabularnewline
57 & 95.5 & 94.4581 & 87.95 & 6.50813 & 1.04187 \tabularnewline
58 & 95.6 & 96.3473 & 88.5708 & 7.77651 & -0.747345 \tabularnewline
59 & 95.8 & 89.5057 & 89.0458 & 0.459845 & 6.29432 \tabularnewline
60 & 75.5 & 67.8927 & 89 & -21.1073 & 7.60731 \tabularnewline
61 & 89.9 & 92.103 & 88.5292 & 3.57382 & -2.20298 \tabularnewline
62 & 91.8 & 90.2275 & 87.8375 & 2.38999 & 1.57251 \tabularnewline
63 & 97 & 96.9079 & 87.2542 & 9.65375 & 0.0920854 \tabularnewline
64 & 95.7 & 91.516 & 86.6208 & 4.89515 & 4.18401 \tabularnewline
65 & 86 & 89.5889 & 86.2375 & 3.3514 & -3.5889 \tabularnewline
66 & 93.3 & 95.3751 & 86.0792 & 9.29594 & -2.0751 \tabularnewline
67 & 68.7 & 76.3407 & 86.3167 & -9.97594 & -7.64073 \tabularnewline
68 & 64.5 & 70.2829 & 87.1042 & -16.8213 & -5.78288 \tabularnewline
69 & 91 & 94.954 & 88.4458 & 6.50813 & -3.95396 \tabularnewline
70 & 84.9 & 97.5307 & 89.7542 & 7.77651 & -12.6307 \tabularnewline
71 & 97.3 & 91.5848 & 91.125 & 0.459845 & 5.71516 \tabularnewline
72 & 70.2 & 72.1052 & 93.2125 & -21.1073 & -1.90519 \tabularnewline
73 & 100.9 & 98.2988 & 94.725 & 3.57382 & 2.60118 \tabularnewline
74 & 99.7 & 98.3275 & 95.9375 & 2.38999 & 1.37251 \tabularnewline
75 & 121.3 & 106.658 & 97.0042 & 9.65375 & 14.6421 \tabularnewline
76 & 102.8 & 103.228 & 98.3333 & 4.89515 & -0.428488 \tabularnewline
77 & 111.8 & 103.085 & 99.7333 & 3.3514 & 8.71526 \tabularnewline
78 & 117.6 & 110.046 & 100.75 & 9.29594 & 7.55406 \tabularnewline
79 & 80.7 & 91.9782 & 101.954 & -9.97594 & -11.2782 \tabularnewline
80 & 81.6 & 86.1662 & 102.987 & -16.8213 & -4.56622 \tabularnewline
81 & 99.5 & 109.733 & 103.225 & 6.50813 & -10.2331 \tabularnewline
82 & 108.3 & 110.985 & 103.208 & 7.77651 & -2.68484 \tabularnewline
83 & 107.5 & 103.881 & 103.421 & 0.459845 & 3.61932 \tabularnewline
84 & 84.4 & 82.2052 & 103.312 & -21.1073 & 2.19481 \tabularnewline
85 & 115.6 & 107.324 & 103.75 & 3.57382 & 8.27618 \tabularnewline
86 & 109.8 & 106.877 & 104.488 & 2.38999 & 2.92251 \tabularnewline
87 & 116.9 & 114.35 & 104.696 & 9.65375 & 2.55042 \tabularnewline
88 & 106.8 & 109.712 & 104.817 & 4.89515 & -2.91182 \tabularnewline
89 & 112.9 & 108.085 & 104.733 & 3.3514 & 4.81526 \tabularnewline
90 & 113.9 & 113.567 & 104.271 & 9.29594 & 0.333231 \tabularnewline
91 & 94.9 & 94.0116 & 103.988 & -9.97594 & 0.88844 \tabularnewline
92 & 85.1 & 87.6996 & 104.521 & -16.8213 & -2.59955 \tabularnewline
93 & 101 & 111.566 & 105.058 & 6.50813 & -10.5665 \tabularnewline
94 & 109.7 & 113.981 & 106.204 & 7.77651 & -4.28068 \tabularnewline
95 & 104.1 & 107.972 & 107.512 & 0.459845 & -3.87234 \tabularnewline
96 & 76.7 & 87.2719 & 108.379 & -21.1073 & -10.5719 \tabularnewline
97 & 116.5 & 113.207 & 109.633 & 3.57382 & 3.29285 \tabularnewline
98 & 121.7 & 112.736 & 110.346 & 2.38999 & 8.96417 \tabularnewline
99 & 117.9 & 120.916 & 111.262 & 9.65375 & -3.01625 \tabularnewline
100 & 133.3 & 117.316 & 112.421 & 4.89515 & 15.984 \tabularnewline
101 & 117.8 & 115.535 & 112.183 & 3.3514 & 2.26526 \tabularnewline
102 & 129.8 & 120.658 & 111.362 & 9.29594 & 9.14156 \tabularnewline
103 & 109.1 & 99.4741 & 109.45 & -9.97594 & 9.62594 \tabularnewline
104 & 88 & 88.9996 & 105.821 & -16.8213 & -0.999551 \tabularnewline
105 & 120.1 & 108.779 & 102.271 & 6.50813 & 11.321 \tabularnewline
106 & 118.4 & 105.831 & 98.0542 & 7.77651 & 12.5693 \tabularnewline
107 & 89.7 & 94.0723 & 93.6125 & 0.459845 & -4.37234 \tabularnewline
108 & 71.4 & 68.5677 & 89.675 & -21.1073 & 2.83231 \tabularnewline
109 & 75.9 & 89.4571 & 85.8833 & 3.57382 & -13.5571 \tabularnewline
110 & 75.2 & 85.6858 & 83.2958 & 2.38999 & -10.4858 \tabularnewline
111 & 79.2 & 90.9246 & 81.2708 & 9.65375 & -11.7246 \tabularnewline
112 & 70.8 & 83.9327 & 79.0375 & 4.89515 & -13.1327 \tabularnewline
113 & 73.7 & 81.1347 & 77.7833 & 3.3514 & -7.43474 \tabularnewline
114 & 79.4 & 86.7126 & 77.4167 & 9.29594 & -7.3126 \tabularnewline
115 & 68.5 & 67.8282 & 77.8042 & -9.97594 & 0.671773 \tabularnewline
116 & 66.5 & 62.3037 & 79.125 & -16.8213 & 4.19628 \tabularnewline
117 & 93 & 87.5831 & 81.075 & 6.50813 & 5.41687 \tabularnewline
118 & 91.9 & 91.4515 & 83.675 & 7.77651 & 0.448489 \tabularnewline
119 & 86.1 & 86.7223 & 86.2625 & 0.459845 & -0.622345 \tabularnewline
120 & 66.2 & 67.9469 & 89.0542 & -21.1073 & -1.74685 \tabularnewline
121 & 90.4 & 95.1738 & 91.6 & 3.57382 & -4.77382 \tabularnewline
122 & 92.4 & 95.54 & 93.15 & 2.38999 & -3.13999 \tabularnewline
123 & 108.8 & 104.154 & 94.5 & 9.65375 & 4.64625 \tabularnewline
124 & 103.6 & 100.783 & 95.8875 & 4.89515 & 2.81735 \tabularnewline
125 & 103 & 100.722 & 97.3708 & 3.3514 & 2.27776 \tabularnewline
126 & 117.1 & 108.417 & 99.1208 & 9.29594 & 8.68323 \tabularnewline
127 & 91.9 & 90.6116 & 100.588 & -9.97594 & 1.28844 \tabularnewline
128 & 80.3 & 84.7871 & 101.608 & -16.8213 & -4.48705 \tabularnewline
129 & 111.6 & 108.858 & 102.35 & 6.50813 & 2.74187 \tabularnewline
130 & 106.6 & 110.427 & 102.65 & 7.77651 & -3.82651 \tabularnewline
131 & 107 & 103.51 & 103.05 & 0.459845 & 3.49016 \tabularnewline
132 & 87.3 & 81.7635 & 102.871 & -21.1073 & 5.53648 \tabularnewline
133 & 104.5 & 105.59 & 102.017 & 3.57382 & -1.09048 \tabularnewline
134 & 102.8 & 104.261 & 101.871 & 2.38999 & -1.46083 \tabularnewline
135 & 116.2 & 111.429 & 101.775 & 9.65375 & 4.77125 \tabularnewline
136 & 103.4 & 106.103 & 101.208 & 4.89515 & -2.70349 \tabularnewline
137 & 112.8 & 103.939 & 100.587 & 3.3514 & 8.8611 \tabularnewline
138 & 103 & 109.121 & 99.825 & 9.29594 & -6.12094 \tabularnewline
139 & 85.5 & 89.2241 & 99.2 & -9.97594 & -3.72406 \tabularnewline
140 & 83.2 & 82.3454 & 99.1667 & -16.8213 & 0.854616 \tabularnewline
141 & 106.4 & 105.629 & 99.1208 & 6.50813 & 0.771038 \tabularnewline
142 & 98.2 & 106.431 & 98.6542 & 7.77651 & -8.23068 \tabularnewline
143 & 100.5 & 98.2307 & 97.7708 & 0.459845 & 2.26932 \tabularnewline
144 & 75.5 & 76.101 & 97.2083 & -21.1073 & -0.601021 \tabularnewline
145 & 101.3 & 100.903 & 97.3292 & 3.57382 & 0.397018 \tabularnewline
146 & 105.2 & 99.6442 & 97.2542 & 2.38999 & 5.55584 \tabularnewline
147 & 112.7 & 106.32 & 96.6667 & 9.65375 & 6.37959 \tabularnewline
148 & 95.7 & 101.512 & 96.6167 & 4.89515 & -5.81182 \tabularnewline
149 & 99.3 & 100.068 & 96.7167 & 3.3514 & -0.768071 \tabularnewline
150 & 103 & 105.696 & 96.4 & 9.29594 & -2.69594 \tabularnewline
151 & 88.4 & 86.3574 & 96.3333 & -9.97594 & 2.04261 \tabularnewline
152 & 78.5 & 79.3246 & 96.1458 & -16.8213 & -0.824551 \tabularnewline
153 & 97 & 102.016 & 95.5083 & 6.50813 & -5.01646 \tabularnewline
154 & 106.4 & 103.081 & 95.3042 & 7.77651 & 3.31932 \tabularnewline
155 & 94.7 & 95.9723 & 95.5125 & 0.459845 & -1.27234 \tabularnewline
156 & 73.7 & 74.4469 & 95.5542 & -21.1073 & -0.746855 \tabularnewline
157 & 101.5 & 99.1655 & 95.5917 & 3.57382 & 2.33452 \tabularnewline
158 & 100.5 & 97.8442 & 95.4542 & 2.38999 & 2.65584 \tabularnewline
159 & 102.1 & 105.25 & 95.5958 & 9.65375 & -3.14958 \tabularnewline
160 & 101.4 & 100.795 & 95.9 & 4.89515 & 0.604846 \tabularnewline
161 & 98.6 & 99.3639 & 96.0125 & 3.3514 & -0.763904 \tabularnewline
162 & 104.7 & 105.192 & 95.8958 & 9.29594 & -0.491769 \tabularnewline
163 & 87.6 & 85.9116 & 95.8875 & -9.97594 & 1.68844 \tabularnewline
164 & 76 & 79.2287 & 96.05 & -16.8213 & -3.22872 \tabularnewline
165 & 102.9 & 102.487 & 95.9792 & 6.50813 & 0.412704 \tabularnewline
166 & 107.8 & 103.702 & 95.925 & 7.77651 & 4.09849 \tabularnewline
167 & 96 & 96.2473 & 95.7875 & 0.459845 & -0.247345 \tabularnewline
168 & 69.6 & 74.351 & 95.4583 & -21.1073 & -4.75102 \tabularnewline
169 & 105.4 & 98.9321 & 95.3583 & 3.57382 & 6.46785 \tabularnewline
170 & 100.5 & 97.8192 & 95.4292 & 2.38999 & 2.68084 \tabularnewline
171 & 100.4 & 105.337 & 95.6833 & 9.65375 & -4.93708 \tabularnewline
172 & 101.8 & 100.82 & 95.925 & 4.89515 & 0.979846 \tabularnewline
173 & 94.9 & 98.8681 & 95.5167 & 3.3514 & -3.96807 \tabularnewline
174 & 100.5 & 104.675 & 95.3792 & 9.29594 & -4.1751 \tabularnewline
175 & 89.4 & 85.6532 & 95.6292 & -9.97594 & 3.74677 \tabularnewline
176 & 75.9 & 78.9662 & 95.7875 & -16.8213 & -3.06622 \tabularnewline
177 & 109.1 & 103.254 & 96.7458 & 6.50813 & 5.84604 \tabularnewline
178 & 107.4 & 105.727 & 97.95 & 7.77651 & 1.67349 \tabularnewline
179 & 86.6 & 99.2682 & 98.8083 & 0.459845 & -12.6682 \tabularnewline
180 & 75.7 & 79.0594 & 100.167 & -21.1073 & -3.35935 \tabularnewline
181 & 105.3 & 104.995 & 101.421 & 3.57382 & 0.305351 \tabularnewline
182 & 104.4 & 104.427 & 102.038 & 2.38999 & -0.0274918 \tabularnewline
183 & 119.5 & 112.141 & 102.488 & 9.65375 & 7.35875 \tabularnewline
184 & 111.6 & 107.828 & 102.933 & 4.89515 & 3.77151 \tabularnewline
185 & 105.7 & 107.239 & 103.888 & 3.3514 & -1.5389 \tabularnewline
186 & 122.3 & 114.142 & 104.846 & 9.29594 & 8.15823 \tabularnewline
187 & 97.7 & 95.1074 & 105.083 & -9.97594 & 2.59261 \tabularnewline
188 & 82.4 & 88.2454 & 105.067 & -16.8213 & -5.84538 \tabularnewline
189 & 113.4 & 111.225 & 104.717 & 6.50813 & 2.1752 \tabularnewline
190 & 113.8 & 112.085 & 104.308 & 7.77651 & 1.71516 \tabularnewline
191 & 103.1 & 104.652 & 104.192 & 0.459845 & -1.55151 \tabularnewline
192 & 82.2 & 82.576 & 103.683 & -21.1073 & -0.376021 \tabularnewline
193 & 104.5 & 106.203 & 102.629 & 3.57382 & -1.70298 \tabularnewline
194 & 104.8 & 104.357 & 101.967 & 2.38999 & 0.443342 \tabularnewline
195 & 110.7 & 111.366 & 101.712 & 9.65375 & -0.666248 \tabularnewline
196 & 110.6 & 105.983 & 101.087 & 4.89515 & 4.61735 \tabularnewline
197 & 103.9 & 104.118 & 100.767 & 3.3514 & -0.218071 \tabularnewline
198 & 111.9 & 110.313 & 101.017 & 9.29594 & 1.5874 \tabularnewline
199 & 82.8 & 91.4241 & 101.4 & -9.97594 & -8.62406 \tabularnewline
200 & 81.4 & 84.7662 & 101.587 & -16.8213 & -3.36622 \tabularnewline
201 & 108.3 & 108.466 & 101.958 & 6.50813 & -0.166462 \tabularnewline
202 & 103.9 & 109.81 & 102.033 & 7.77651 & -5.90984 \tabularnewline
203 & 105.3 & 102.443 & 101.983 & 0.459845 & 2.85682 \tabularnewline
204 & 86 & 81.3635 & 102.471 & -21.1073 & 4.63648 \tabularnewline
205 & 109.9 & 106.411 & 102.837 & 3.57382 & 3.48868 \tabularnewline
206 & 103.9 & 105.752 & 103.362 & 2.38999 & -1.85249 \tabularnewline
207 & 120.5 & NA & NA & 9.65375 & NA \tabularnewline
208 & 102.6 & NA & NA & 4.89515 & NA \tabularnewline
209 & 110.7 & NA & NA & 3.3514 & NA \tabularnewline
210 & 116.8 & NA & NA & 9.29594 & NA \tabularnewline
211 & 86.7 & NA & NA & -9.97594 & NA \tabularnewline
212 & 90.1 & NA & NA & -16.8213 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309731&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]56.6[/C][C]NA[/C][C]NA[/C][C]3.57382[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]71.5[/C][C]NA[/C][C]NA[/C][C]2.38999[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]83.3[/C][C]NA[/C][C]NA[/C][C]9.65375[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]66.9[/C][C]NA[/C][C]NA[/C][C]4.89515[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]86.8[/C][C]NA[/C][C]NA[/C][C]3.3514[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]74.9[/C][C]NA[/C][C]NA[/C][C]9.29594[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]60.9[/C][C]64.3616[/C][C]74.3375[/C][C]-9.97594[/C][C]-3.46156[/C][/ROW]
[ROW][C]8[/C][C]72.1[/C][C]58.7454[/C][C]75.5667[/C][C]-16.8213[/C][C]13.3546[/C][/ROW]
[ROW][C]9[/C][C]84.3[/C][C]82.2623[/C][C]75.7542[/C][C]6.50813[/C][C]2.0377[/C][/ROW]
[ROW][C]10[/C][C]88.6[/C][C]83.8223[/C][C]76.0458[/C][C]7.77651[/C][C]4.77766[/C][/ROW]
[ROW][C]11[/C][C]82.2[/C][C]76.4848[/C][C]76.025[/C][C]0.459845[/C][C]5.71516[/C][/ROW]
[ROW][C]12[/C][C]51.8[/C][C]54.7469[/C][C]75.8542[/C][C]-21.1073[/C][C]-2.94685[/C][/ROW]
[ROW][C]13[/C][C]80.9[/C][C]79.7446[/C][C]76.1708[/C][C]3.57382[/C][C]1.15535[/C][/ROW]
[ROW][C]14[/C][C]76.7[/C][C]78.3692[/C][C]75.9792[/C][C]2.38999[/C][C]-1.66916[/C][/ROW]
[ROW][C]15[/C][C]82.6[/C][C]85.0287[/C][C]75.375[/C][C]9.65375[/C][C]-2.42875[/C][/ROW]
[ROW][C]16[/C][C]74.6[/C][C]79.8035[/C][C]74.9083[/C][C]4.89515[/C][C]-5.20349[/C][/ROW]
[ROW][C]17[/C][C]78.6[/C][C]77.7264[/C][C]74.375[/C][C]3.3514[/C][C]0.873596[/C][/ROW]
[ROW][C]18[/C][C]79[/C][C]83.3334[/C][C]74.0375[/C][C]9.29594[/C][C]-4.33344[/C][/ROW]
[ROW][C]19[/C][C]64.4[/C][C]64.0157[/C][C]73.9917[/C][C]-9.97594[/C][C]0.384273[/C][/ROW]
[ROW][C]20[/C][C]64[/C][C]57.0496[/C][C]73.8708[/C][C]-16.8213[/C][C]6.95045[/C][/ROW]
[ROW][C]21[/C][C]77.9[/C][C]80.1081[/C][C]73.6[/C][C]6.50813[/C][C]-2.20813[/C][/ROW]
[ROW][C]22[/C][C]83.8[/C][C]81.3432[/C][C]73.5667[/C][C]7.77651[/C][C]2.45682[/C][/ROW]
[ROW][C]23[/C][C]74.2[/C][C]74.1307[/C][C]73.6708[/C][C]0.459845[/C][C]0.0693219[/C][/ROW]
[ROW][C]24[/C][C]51.7[/C][C]52.4635[/C][C]73.5708[/C][C]-21.1073[/C][C]-0.763521[/C][/ROW]
[ROW][C]25[/C][C]79.9[/C][C]77.4155[/C][C]73.8417[/C][C]3.57382[/C][C]2.48452[/C][/ROW]
[ROW][C]26[/C][C]74.8[/C][C]76.6483[/C][C]74.2583[/C][C]2.38999[/C][C]-1.84833[/C][/ROW]
[ROW][C]27[/C][C]78[/C][C]84.2454[/C][C]74.5917[/C][C]9.65375[/C][C]-6.24541[/C][/ROW]
[ROW][C]28[/C][C]78.4[/C][C]79.7743[/C][C]74.8792[/C][C]4.89515[/C][C]-1.37432[/C][/ROW]
[ROW][C]29[/C][C]77.3[/C][C]78.3097[/C][C]74.9583[/C][C]3.3514[/C][C]-1.00974[/C][/ROW]
[ROW][C]30[/C][C]77.9[/C][C]84.4626[/C][C]75.1667[/C][C]9.29594[/C][C]-6.5626[/C][/ROW]
[ROW][C]31[/C][C]72[/C][C]65.1824[/C][C]75.1583[/C][C]-9.97594[/C][C]6.81761[/C][/ROW]
[ROW][C]32[/C][C]66.4[/C][C]58.1662[/C][C]74.9875[/C][C]-16.8213[/C][C]8.23378[/C][/ROW]
[ROW][C]33[/C][C]83.5[/C][C]81.4081[/C][C]74.9[/C][C]6.50813[/C][C]2.09187[/C][/ROW]
[ROW][C]34[/C][C]85.1[/C][C]82.4973[/C][C]74.7208[/C][C]7.77651[/C][C]2.60266[/C][/ROW]
[ROW][C]35[/C][C]74.8[/C][C]74.9015[/C][C]74.4417[/C][C]0.459845[/C][C]-0.101511[/C][/ROW]
[ROW][C]36[/C][C]56.1[/C][C]53.1344[/C][C]74.2417[/C][C]-21.1073[/C][C]2.96565[/C][/ROW]
[ROW][C]37[/C][C]75.3[/C][C]77.7155[/C][C]74.1417[/C][C]3.57382[/C][C]-2.41548[/C][/ROW]
[ROW][C]38[/C][C]75.3[/C][C]75.9483[/C][C]73.5583[/C][C]2.38999[/C][C]-0.648325[/C][/ROW]
[ROW][C]39[/C][C]75.4[/C][C]82.5871[/C][C]72.9333[/C][C]9.65375[/C][C]-7.18708[/C][/ROW]
[ROW][C]40[/C][C]76.7[/C][C]77.8243[/C][C]72.9292[/C][C]4.89515[/C][C]-1.12432[/C][/ROW]
[ROW][C]41[/C][C]72.3[/C][C]76.3181[/C][C]72.9667[/C][C]3.3514[/C][C]-4.01807[/C][/ROW]
[ROW][C]42[/C][C]78.1[/C][C]82.2834[/C][C]72.9875[/C][C]9.29594[/C][C]-4.18344[/C][/ROW]
[ROW][C]43[/C][C]69.4[/C][C]63.2491[/C][C]73.225[/C][C]-9.97594[/C][C]6.15094[/C][/ROW]
[ROW][C]44[/C][C]55[/C][C]56.6162[/C][C]73.4375[/C][C]-16.8213[/C][C]-1.61622[/C][/ROW]
[ROW][C]45[/C][C]79.9[/C][C]80.6748[/C][C]74.1667[/C][C]6.50813[/C][C]-0.774796[/C][/ROW]
[ROW][C]46[/C][C]88.6[/C][C]83.014[/C][C]75.2375[/C][C]7.77651[/C][C]5.58599[/C][/ROW]
[ROW][C]47[/C][C]72.2[/C][C]76.5848[/C][C]76.125[/C][C]0.459845[/C][C]-4.38484[/C][/ROW]
[ROW][C]48[/C][C]59.2[/C][C]56.2677[/C][C]77.375[/C][C]-21.1073[/C][C]2.93231[/C][/ROW]
[ROW][C]49[/C][C]77.9[/C][C]82.0238[/C][C]78.45[/C][C]3.57382[/C][C]-4.12382[/C][/ROW]
[ROW][C]50[/C][C]77.8[/C][C]81.8983[/C][C]79.5083[/C][C]2.38999[/C][C]-4.09833[/C][/ROW]
[ROW][C]51[/C][C]90.4[/C][C]90.6037[/C][C]80.95[/C][C]9.65375[/C][C]-0.203748[/C][/ROW]
[ROW][C]52[/C][C]87.4[/C][C]86.7868[/C][C]81.8917[/C][C]4.89515[/C][C]0.613179[/C][/ROW]
[ROW][C]53[/C][C]82.9[/C][C]86.5181[/C][C]83.1667[/C][C]3.3514[/C][C]-3.61807[/C][/ROW]
[ROW][C]54[/C][C]97.5[/C][C]94.1251[/C][C]84.8292[/C][C]9.29594[/C][C]3.3749[/C][/ROW]
[ROW][C]55[/C][C]75.8[/C][C]76.0324[/C][C]86.0083[/C][C]-9.97594[/C][C]-0.232394[/C][/ROW]
[ROW][C]56[/C][C]74[/C][C]70.2704[/C][C]87.0917[/C][C]-16.8213[/C][C]3.72962[/C][/ROW]
[ROW][C]57[/C][C]95.5[/C][C]94.4581[/C][C]87.95[/C][C]6.50813[/C][C]1.04187[/C][/ROW]
[ROW][C]58[/C][C]95.6[/C][C]96.3473[/C][C]88.5708[/C][C]7.77651[/C][C]-0.747345[/C][/ROW]
[ROW][C]59[/C][C]95.8[/C][C]89.5057[/C][C]89.0458[/C][C]0.459845[/C][C]6.29432[/C][/ROW]
[ROW][C]60[/C][C]75.5[/C][C]67.8927[/C][C]89[/C][C]-21.1073[/C][C]7.60731[/C][/ROW]
[ROW][C]61[/C][C]89.9[/C][C]92.103[/C][C]88.5292[/C][C]3.57382[/C][C]-2.20298[/C][/ROW]
[ROW][C]62[/C][C]91.8[/C][C]90.2275[/C][C]87.8375[/C][C]2.38999[/C][C]1.57251[/C][/ROW]
[ROW][C]63[/C][C]97[/C][C]96.9079[/C][C]87.2542[/C][C]9.65375[/C][C]0.0920854[/C][/ROW]
[ROW][C]64[/C][C]95.7[/C][C]91.516[/C][C]86.6208[/C][C]4.89515[/C][C]4.18401[/C][/ROW]
[ROW][C]65[/C][C]86[/C][C]89.5889[/C][C]86.2375[/C][C]3.3514[/C][C]-3.5889[/C][/ROW]
[ROW][C]66[/C][C]93.3[/C][C]95.3751[/C][C]86.0792[/C][C]9.29594[/C][C]-2.0751[/C][/ROW]
[ROW][C]67[/C][C]68.7[/C][C]76.3407[/C][C]86.3167[/C][C]-9.97594[/C][C]-7.64073[/C][/ROW]
[ROW][C]68[/C][C]64.5[/C][C]70.2829[/C][C]87.1042[/C][C]-16.8213[/C][C]-5.78288[/C][/ROW]
[ROW][C]69[/C][C]91[/C][C]94.954[/C][C]88.4458[/C][C]6.50813[/C][C]-3.95396[/C][/ROW]
[ROW][C]70[/C][C]84.9[/C][C]97.5307[/C][C]89.7542[/C][C]7.77651[/C][C]-12.6307[/C][/ROW]
[ROW][C]71[/C][C]97.3[/C][C]91.5848[/C][C]91.125[/C][C]0.459845[/C][C]5.71516[/C][/ROW]
[ROW][C]72[/C][C]70.2[/C][C]72.1052[/C][C]93.2125[/C][C]-21.1073[/C][C]-1.90519[/C][/ROW]
[ROW][C]73[/C][C]100.9[/C][C]98.2988[/C][C]94.725[/C][C]3.57382[/C][C]2.60118[/C][/ROW]
[ROW][C]74[/C][C]99.7[/C][C]98.3275[/C][C]95.9375[/C][C]2.38999[/C][C]1.37251[/C][/ROW]
[ROW][C]75[/C][C]121.3[/C][C]106.658[/C][C]97.0042[/C][C]9.65375[/C][C]14.6421[/C][/ROW]
[ROW][C]76[/C][C]102.8[/C][C]103.228[/C][C]98.3333[/C][C]4.89515[/C][C]-0.428488[/C][/ROW]
[ROW][C]77[/C][C]111.8[/C][C]103.085[/C][C]99.7333[/C][C]3.3514[/C][C]8.71526[/C][/ROW]
[ROW][C]78[/C][C]117.6[/C][C]110.046[/C][C]100.75[/C][C]9.29594[/C][C]7.55406[/C][/ROW]
[ROW][C]79[/C][C]80.7[/C][C]91.9782[/C][C]101.954[/C][C]-9.97594[/C][C]-11.2782[/C][/ROW]
[ROW][C]80[/C][C]81.6[/C][C]86.1662[/C][C]102.987[/C][C]-16.8213[/C][C]-4.56622[/C][/ROW]
[ROW][C]81[/C][C]99.5[/C][C]109.733[/C][C]103.225[/C][C]6.50813[/C][C]-10.2331[/C][/ROW]
[ROW][C]82[/C][C]108.3[/C][C]110.985[/C][C]103.208[/C][C]7.77651[/C][C]-2.68484[/C][/ROW]
[ROW][C]83[/C][C]107.5[/C][C]103.881[/C][C]103.421[/C][C]0.459845[/C][C]3.61932[/C][/ROW]
[ROW][C]84[/C][C]84.4[/C][C]82.2052[/C][C]103.312[/C][C]-21.1073[/C][C]2.19481[/C][/ROW]
[ROW][C]85[/C][C]115.6[/C][C]107.324[/C][C]103.75[/C][C]3.57382[/C][C]8.27618[/C][/ROW]
[ROW][C]86[/C][C]109.8[/C][C]106.877[/C][C]104.488[/C][C]2.38999[/C][C]2.92251[/C][/ROW]
[ROW][C]87[/C][C]116.9[/C][C]114.35[/C][C]104.696[/C][C]9.65375[/C][C]2.55042[/C][/ROW]
[ROW][C]88[/C][C]106.8[/C][C]109.712[/C][C]104.817[/C][C]4.89515[/C][C]-2.91182[/C][/ROW]
[ROW][C]89[/C][C]112.9[/C][C]108.085[/C][C]104.733[/C][C]3.3514[/C][C]4.81526[/C][/ROW]
[ROW][C]90[/C][C]113.9[/C][C]113.567[/C][C]104.271[/C][C]9.29594[/C][C]0.333231[/C][/ROW]
[ROW][C]91[/C][C]94.9[/C][C]94.0116[/C][C]103.988[/C][C]-9.97594[/C][C]0.88844[/C][/ROW]
[ROW][C]92[/C][C]85.1[/C][C]87.6996[/C][C]104.521[/C][C]-16.8213[/C][C]-2.59955[/C][/ROW]
[ROW][C]93[/C][C]101[/C][C]111.566[/C][C]105.058[/C][C]6.50813[/C][C]-10.5665[/C][/ROW]
[ROW][C]94[/C][C]109.7[/C][C]113.981[/C][C]106.204[/C][C]7.77651[/C][C]-4.28068[/C][/ROW]
[ROW][C]95[/C][C]104.1[/C][C]107.972[/C][C]107.512[/C][C]0.459845[/C][C]-3.87234[/C][/ROW]
[ROW][C]96[/C][C]76.7[/C][C]87.2719[/C][C]108.379[/C][C]-21.1073[/C][C]-10.5719[/C][/ROW]
[ROW][C]97[/C][C]116.5[/C][C]113.207[/C][C]109.633[/C][C]3.57382[/C][C]3.29285[/C][/ROW]
[ROW][C]98[/C][C]121.7[/C][C]112.736[/C][C]110.346[/C][C]2.38999[/C][C]8.96417[/C][/ROW]
[ROW][C]99[/C][C]117.9[/C][C]120.916[/C][C]111.262[/C][C]9.65375[/C][C]-3.01625[/C][/ROW]
[ROW][C]100[/C][C]133.3[/C][C]117.316[/C][C]112.421[/C][C]4.89515[/C][C]15.984[/C][/ROW]
[ROW][C]101[/C][C]117.8[/C][C]115.535[/C][C]112.183[/C][C]3.3514[/C][C]2.26526[/C][/ROW]
[ROW][C]102[/C][C]129.8[/C][C]120.658[/C][C]111.362[/C][C]9.29594[/C][C]9.14156[/C][/ROW]
[ROW][C]103[/C][C]109.1[/C][C]99.4741[/C][C]109.45[/C][C]-9.97594[/C][C]9.62594[/C][/ROW]
[ROW][C]104[/C][C]88[/C][C]88.9996[/C][C]105.821[/C][C]-16.8213[/C][C]-0.999551[/C][/ROW]
[ROW][C]105[/C][C]120.1[/C][C]108.779[/C][C]102.271[/C][C]6.50813[/C][C]11.321[/C][/ROW]
[ROW][C]106[/C][C]118.4[/C][C]105.831[/C][C]98.0542[/C][C]7.77651[/C][C]12.5693[/C][/ROW]
[ROW][C]107[/C][C]89.7[/C][C]94.0723[/C][C]93.6125[/C][C]0.459845[/C][C]-4.37234[/C][/ROW]
[ROW][C]108[/C][C]71.4[/C][C]68.5677[/C][C]89.675[/C][C]-21.1073[/C][C]2.83231[/C][/ROW]
[ROW][C]109[/C][C]75.9[/C][C]89.4571[/C][C]85.8833[/C][C]3.57382[/C][C]-13.5571[/C][/ROW]
[ROW][C]110[/C][C]75.2[/C][C]85.6858[/C][C]83.2958[/C][C]2.38999[/C][C]-10.4858[/C][/ROW]
[ROW][C]111[/C][C]79.2[/C][C]90.9246[/C][C]81.2708[/C][C]9.65375[/C][C]-11.7246[/C][/ROW]
[ROW][C]112[/C][C]70.8[/C][C]83.9327[/C][C]79.0375[/C][C]4.89515[/C][C]-13.1327[/C][/ROW]
[ROW][C]113[/C][C]73.7[/C][C]81.1347[/C][C]77.7833[/C][C]3.3514[/C][C]-7.43474[/C][/ROW]
[ROW][C]114[/C][C]79.4[/C][C]86.7126[/C][C]77.4167[/C][C]9.29594[/C][C]-7.3126[/C][/ROW]
[ROW][C]115[/C][C]68.5[/C][C]67.8282[/C][C]77.8042[/C][C]-9.97594[/C][C]0.671773[/C][/ROW]
[ROW][C]116[/C][C]66.5[/C][C]62.3037[/C][C]79.125[/C][C]-16.8213[/C][C]4.19628[/C][/ROW]
[ROW][C]117[/C][C]93[/C][C]87.5831[/C][C]81.075[/C][C]6.50813[/C][C]5.41687[/C][/ROW]
[ROW][C]118[/C][C]91.9[/C][C]91.4515[/C][C]83.675[/C][C]7.77651[/C][C]0.448489[/C][/ROW]
[ROW][C]119[/C][C]86.1[/C][C]86.7223[/C][C]86.2625[/C][C]0.459845[/C][C]-0.622345[/C][/ROW]
[ROW][C]120[/C][C]66.2[/C][C]67.9469[/C][C]89.0542[/C][C]-21.1073[/C][C]-1.74685[/C][/ROW]
[ROW][C]121[/C][C]90.4[/C][C]95.1738[/C][C]91.6[/C][C]3.57382[/C][C]-4.77382[/C][/ROW]
[ROW][C]122[/C][C]92.4[/C][C]95.54[/C][C]93.15[/C][C]2.38999[/C][C]-3.13999[/C][/ROW]
[ROW][C]123[/C][C]108.8[/C][C]104.154[/C][C]94.5[/C][C]9.65375[/C][C]4.64625[/C][/ROW]
[ROW][C]124[/C][C]103.6[/C][C]100.783[/C][C]95.8875[/C][C]4.89515[/C][C]2.81735[/C][/ROW]
[ROW][C]125[/C][C]103[/C][C]100.722[/C][C]97.3708[/C][C]3.3514[/C][C]2.27776[/C][/ROW]
[ROW][C]126[/C][C]117.1[/C][C]108.417[/C][C]99.1208[/C][C]9.29594[/C][C]8.68323[/C][/ROW]
[ROW][C]127[/C][C]91.9[/C][C]90.6116[/C][C]100.588[/C][C]-9.97594[/C][C]1.28844[/C][/ROW]
[ROW][C]128[/C][C]80.3[/C][C]84.7871[/C][C]101.608[/C][C]-16.8213[/C][C]-4.48705[/C][/ROW]
[ROW][C]129[/C][C]111.6[/C][C]108.858[/C][C]102.35[/C][C]6.50813[/C][C]2.74187[/C][/ROW]
[ROW][C]130[/C][C]106.6[/C][C]110.427[/C][C]102.65[/C][C]7.77651[/C][C]-3.82651[/C][/ROW]
[ROW][C]131[/C][C]107[/C][C]103.51[/C][C]103.05[/C][C]0.459845[/C][C]3.49016[/C][/ROW]
[ROW][C]132[/C][C]87.3[/C][C]81.7635[/C][C]102.871[/C][C]-21.1073[/C][C]5.53648[/C][/ROW]
[ROW][C]133[/C][C]104.5[/C][C]105.59[/C][C]102.017[/C][C]3.57382[/C][C]-1.09048[/C][/ROW]
[ROW][C]134[/C][C]102.8[/C][C]104.261[/C][C]101.871[/C][C]2.38999[/C][C]-1.46083[/C][/ROW]
[ROW][C]135[/C][C]116.2[/C][C]111.429[/C][C]101.775[/C][C]9.65375[/C][C]4.77125[/C][/ROW]
[ROW][C]136[/C][C]103.4[/C][C]106.103[/C][C]101.208[/C][C]4.89515[/C][C]-2.70349[/C][/ROW]
[ROW][C]137[/C][C]112.8[/C][C]103.939[/C][C]100.587[/C][C]3.3514[/C][C]8.8611[/C][/ROW]
[ROW][C]138[/C][C]103[/C][C]109.121[/C][C]99.825[/C][C]9.29594[/C][C]-6.12094[/C][/ROW]
[ROW][C]139[/C][C]85.5[/C][C]89.2241[/C][C]99.2[/C][C]-9.97594[/C][C]-3.72406[/C][/ROW]
[ROW][C]140[/C][C]83.2[/C][C]82.3454[/C][C]99.1667[/C][C]-16.8213[/C][C]0.854616[/C][/ROW]
[ROW][C]141[/C][C]106.4[/C][C]105.629[/C][C]99.1208[/C][C]6.50813[/C][C]0.771038[/C][/ROW]
[ROW][C]142[/C][C]98.2[/C][C]106.431[/C][C]98.6542[/C][C]7.77651[/C][C]-8.23068[/C][/ROW]
[ROW][C]143[/C][C]100.5[/C][C]98.2307[/C][C]97.7708[/C][C]0.459845[/C][C]2.26932[/C][/ROW]
[ROW][C]144[/C][C]75.5[/C][C]76.101[/C][C]97.2083[/C][C]-21.1073[/C][C]-0.601021[/C][/ROW]
[ROW][C]145[/C][C]101.3[/C][C]100.903[/C][C]97.3292[/C][C]3.57382[/C][C]0.397018[/C][/ROW]
[ROW][C]146[/C][C]105.2[/C][C]99.6442[/C][C]97.2542[/C][C]2.38999[/C][C]5.55584[/C][/ROW]
[ROW][C]147[/C][C]112.7[/C][C]106.32[/C][C]96.6667[/C][C]9.65375[/C][C]6.37959[/C][/ROW]
[ROW][C]148[/C][C]95.7[/C][C]101.512[/C][C]96.6167[/C][C]4.89515[/C][C]-5.81182[/C][/ROW]
[ROW][C]149[/C][C]99.3[/C][C]100.068[/C][C]96.7167[/C][C]3.3514[/C][C]-0.768071[/C][/ROW]
[ROW][C]150[/C][C]103[/C][C]105.696[/C][C]96.4[/C][C]9.29594[/C][C]-2.69594[/C][/ROW]
[ROW][C]151[/C][C]88.4[/C][C]86.3574[/C][C]96.3333[/C][C]-9.97594[/C][C]2.04261[/C][/ROW]
[ROW][C]152[/C][C]78.5[/C][C]79.3246[/C][C]96.1458[/C][C]-16.8213[/C][C]-0.824551[/C][/ROW]
[ROW][C]153[/C][C]97[/C][C]102.016[/C][C]95.5083[/C][C]6.50813[/C][C]-5.01646[/C][/ROW]
[ROW][C]154[/C][C]106.4[/C][C]103.081[/C][C]95.3042[/C][C]7.77651[/C][C]3.31932[/C][/ROW]
[ROW][C]155[/C][C]94.7[/C][C]95.9723[/C][C]95.5125[/C][C]0.459845[/C][C]-1.27234[/C][/ROW]
[ROW][C]156[/C][C]73.7[/C][C]74.4469[/C][C]95.5542[/C][C]-21.1073[/C][C]-0.746855[/C][/ROW]
[ROW][C]157[/C][C]101.5[/C][C]99.1655[/C][C]95.5917[/C][C]3.57382[/C][C]2.33452[/C][/ROW]
[ROW][C]158[/C][C]100.5[/C][C]97.8442[/C][C]95.4542[/C][C]2.38999[/C][C]2.65584[/C][/ROW]
[ROW][C]159[/C][C]102.1[/C][C]105.25[/C][C]95.5958[/C][C]9.65375[/C][C]-3.14958[/C][/ROW]
[ROW][C]160[/C][C]101.4[/C][C]100.795[/C][C]95.9[/C][C]4.89515[/C][C]0.604846[/C][/ROW]
[ROW][C]161[/C][C]98.6[/C][C]99.3639[/C][C]96.0125[/C][C]3.3514[/C][C]-0.763904[/C][/ROW]
[ROW][C]162[/C][C]104.7[/C][C]105.192[/C][C]95.8958[/C][C]9.29594[/C][C]-0.491769[/C][/ROW]
[ROW][C]163[/C][C]87.6[/C][C]85.9116[/C][C]95.8875[/C][C]-9.97594[/C][C]1.68844[/C][/ROW]
[ROW][C]164[/C][C]76[/C][C]79.2287[/C][C]96.05[/C][C]-16.8213[/C][C]-3.22872[/C][/ROW]
[ROW][C]165[/C][C]102.9[/C][C]102.487[/C][C]95.9792[/C][C]6.50813[/C][C]0.412704[/C][/ROW]
[ROW][C]166[/C][C]107.8[/C][C]103.702[/C][C]95.925[/C][C]7.77651[/C][C]4.09849[/C][/ROW]
[ROW][C]167[/C][C]96[/C][C]96.2473[/C][C]95.7875[/C][C]0.459845[/C][C]-0.247345[/C][/ROW]
[ROW][C]168[/C][C]69.6[/C][C]74.351[/C][C]95.4583[/C][C]-21.1073[/C][C]-4.75102[/C][/ROW]
[ROW][C]169[/C][C]105.4[/C][C]98.9321[/C][C]95.3583[/C][C]3.57382[/C][C]6.46785[/C][/ROW]
[ROW][C]170[/C][C]100.5[/C][C]97.8192[/C][C]95.4292[/C][C]2.38999[/C][C]2.68084[/C][/ROW]
[ROW][C]171[/C][C]100.4[/C][C]105.337[/C][C]95.6833[/C][C]9.65375[/C][C]-4.93708[/C][/ROW]
[ROW][C]172[/C][C]101.8[/C][C]100.82[/C][C]95.925[/C][C]4.89515[/C][C]0.979846[/C][/ROW]
[ROW][C]173[/C][C]94.9[/C][C]98.8681[/C][C]95.5167[/C][C]3.3514[/C][C]-3.96807[/C][/ROW]
[ROW][C]174[/C][C]100.5[/C][C]104.675[/C][C]95.3792[/C][C]9.29594[/C][C]-4.1751[/C][/ROW]
[ROW][C]175[/C][C]89.4[/C][C]85.6532[/C][C]95.6292[/C][C]-9.97594[/C][C]3.74677[/C][/ROW]
[ROW][C]176[/C][C]75.9[/C][C]78.9662[/C][C]95.7875[/C][C]-16.8213[/C][C]-3.06622[/C][/ROW]
[ROW][C]177[/C][C]109.1[/C][C]103.254[/C][C]96.7458[/C][C]6.50813[/C][C]5.84604[/C][/ROW]
[ROW][C]178[/C][C]107.4[/C][C]105.727[/C][C]97.95[/C][C]7.77651[/C][C]1.67349[/C][/ROW]
[ROW][C]179[/C][C]86.6[/C][C]99.2682[/C][C]98.8083[/C][C]0.459845[/C][C]-12.6682[/C][/ROW]
[ROW][C]180[/C][C]75.7[/C][C]79.0594[/C][C]100.167[/C][C]-21.1073[/C][C]-3.35935[/C][/ROW]
[ROW][C]181[/C][C]105.3[/C][C]104.995[/C][C]101.421[/C][C]3.57382[/C][C]0.305351[/C][/ROW]
[ROW][C]182[/C][C]104.4[/C][C]104.427[/C][C]102.038[/C][C]2.38999[/C][C]-0.0274918[/C][/ROW]
[ROW][C]183[/C][C]119.5[/C][C]112.141[/C][C]102.488[/C][C]9.65375[/C][C]7.35875[/C][/ROW]
[ROW][C]184[/C][C]111.6[/C][C]107.828[/C][C]102.933[/C][C]4.89515[/C][C]3.77151[/C][/ROW]
[ROW][C]185[/C][C]105.7[/C][C]107.239[/C][C]103.888[/C][C]3.3514[/C][C]-1.5389[/C][/ROW]
[ROW][C]186[/C][C]122.3[/C][C]114.142[/C][C]104.846[/C][C]9.29594[/C][C]8.15823[/C][/ROW]
[ROW][C]187[/C][C]97.7[/C][C]95.1074[/C][C]105.083[/C][C]-9.97594[/C][C]2.59261[/C][/ROW]
[ROW][C]188[/C][C]82.4[/C][C]88.2454[/C][C]105.067[/C][C]-16.8213[/C][C]-5.84538[/C][/ROW]
[ROW][C]189[/C][C]113.4[/C][C]111.225[/C][C]104.717[/C][C]6.50813[/C][C]2.1752[/C][/ROW]
[ROW][C]190[/C][C]113.8[/C][C]112.085[/C][C]104.308[/C][C]7.77651[/C][C]1.71516[/C][/ROW]
[ROW][C]191[/C][C]103.1[/C][C]104.652[/C][C]104.192[/C][C]0.459845[/C][C]-1.55151[/C][/ROW]
[ROW][C]192[/C][C]82.2[/C][C]82.576[/C][C]103.683[/C][C]-21.1073[/C][C]-0.376021[/C][/ROW]
[ROW][C]193[/C][C]104.5[/C][C]106.203[/C][C]102.629[/C][C]3.57382[/C][C]-1.70298[/C][/ROW]
[ROW][C]194[/C][C]104.8[/C][C]104.357[/C][C]101.967[/C][C]2.38999[/C][C]0.443342[/C][/ROW]
[ROW][C]195[/C][C]110.7[/C][C]111.366[/C][C]101.712[/C][C]9.65375[/C][C]-0.666248[/C][/ROW]
[ROW][C]196[/C][C]110.6[/C][C]105.983[/C][C]101.087[/C][C]4.89515[/C][C]4.61735[/C][/ROW]
[ROW][C]197[/C][C]103.9[/C][C]104.118[/C][C]100.767[/C][C]3.3514[/C][C]-0.218071[/C][/ROW]
[ROW][C]198[/C][C]111.9[/C][C]110.313[/C][C]101.017[/C][C]9.29594[/C][C]1.5874[/C][/ROW]
[ROW][C]199[/C][C]82.8[/C][C]91.4241[/C][C]101.4[/C][C]-9.97594[/C][C]-8.62406[/C][/ROW]
[ROW][C]200[/C][C]81.4[/C][C]84.7662[/C][C]101.587[/C][C]-16.8213[/C][C]-3.36622[/C][/ROW]
[ROW][C]201[/C][C]108.3[/C][C]108.466[/C][C]101.958[/C][C]6.50813[/C][C]-0.166462[/C][/ROW]
[ROW][C]202[/C][C]103.9[/C][C]109.81[/C][C]102.033[/C][C]7.77651[/C][C]-5.90984[/C][/ROW]
[ROW][C]203[/C][C]105.3[/C][C]102.443[/C][C]101.983[/C][C]0.459845[/C][C]2.85682[/C][/ROW]
[ROW][C]204[/C][C]86[/C][C]81.3635[/C][C]102.471[/C][C]-21.1073[/C][C]4.63648[/C][/ROW]
[ROW][C]205[/C][C]109.9[/C][C]106.411[/C][C]102.837[/C][C]3.57382[/C][C]3.48868[/C][/ROW]
[ROW][C]206[/C][C]103.9[/C][C]105.752[/C][C]103.362[/C][C]2.38999[/C][C]-1.85249[/C][/ROW]
[ROW][C]207[/C][C]120.5[/C][C]NA[/C][C]NA[/C][C]9.65375[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]102.6[/C][C]NA[/C][C]NA[/C][C]4.89515[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]110.7[/C][C]NA[/C][C]NA[/C][C]3.3514[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]116.8[/C][C]NA[/C][C]NA[/C][C]9.29594[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]86.7[/C][C]NA[/C][C]NA[/C][C]-9.97594[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]90.1[/C][C]NA[/C][C]NA[/C][C]-16.8213[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309731&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309731&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	56.6	NA	NA	3.57382	NA
2	71.5	NA	NA	2.38999	NA
3	83.3	NA	NA	9.65375	NA
4	66.9	NA	NA	4.89515	NA
5	86.8	NA	NA	3.3514	NA
6	74.9	NA	NA	9.29594	NA
7	60.9	64.3616	74.3375	-9.97594	-3.46156
8	72.1	58.7454	75.5667	-16.8213	13.3546
9	84.3	82.2623	75.7542	6.50813	2.0377
10	88.6	83.8223	76.0458	7.77651	4.77766
11	82.2	76.4848	76.025	0.459845	5.71516
12	51.8	54.7469	75.8542	-21.1073	-2.94685
13	80.9	79.7446	76.1708	3.57382	1.15535
14	76.7	78.3692	75.9792	2.38999	-1.66916
15	82.6	85.0287	75.375	9.65375	-2.42875
16	74.6	79.8035	74.9083	4.89515	-5.20349
17	78.6	77.7264	74.375	3.3514	0.873596
18	79	83.3334	74.0375	9.29594	-4.33344
19	64.4	64.0157	73.9917	-9.97594	0.384273
20	64	57.0496	73.8708	-16.8213	6.95045
21	77.9	80.1081	73.6	6.50813	-2.20813
22	83.8	81.3432	73.5667	7.77651	2.45682
23	74.2	74.1307	73.6708	0.459845	0.0693219
24	51.7	52.4635	73.5708	-21.1073	-0.763521
25	79.9	77.4155	73.8417	3.57382	2.48452
26	74.8	76.6483	74.2583	2.38999	-1.84833
27	78	84.2454	74.5917	9.65375	-6.24541
28	78.4	79.7743	74.8792	4.89515	-1.37432
29	77.3	78.3097	74.9583	3.3514	-1.00974
30	77.9	84.4626	75.1667	9.29594	-6.5626
31	72	65.1824	75.1583	-9.97594	6.81761
32	66.4	58.1662	74.9875	-16.8213	8.23378
33	83.5	81.4081	74.9	6.50813	2.09187
34	85.1	82.4973	74.7208	7.77651	2.60266
35	74.8	74.9015	74.4417	0.459845	-0.101511
36	56.1	53.1344	74.2417	-21.1073	2.96565
37	75.3	77.7155	74.1417	3.57382	-2.41548
38	75.3	75.9483	73.5583	2.38999	-0.648325
39	75.4	82.5871	72.9333	9.65375	-7.18708
40	76.7	77.8243	72.9292	4.89515	-1.12432
41	72.3	76.3181	72.9667	3.3514	-4.01807
42	78.1	82.2834	72.9875	9.29594	-4.18344
43	69.4	63.2491	73.225	-9.97594	6.15094
44	55	56.6162	73.4375	-16.8213	-1.61622
45	79.9	80.6748	74.1667	6.50813	-0.774796
46	88.6	83.014	75.2375	7.77651	5.58599
47	72.2	76.5848	76.125	0.459845	-4.38484
48	59.2	56.2677	77.375	-21.1073	2.93231
49	77.9	82.0238	78.45	3.57382	-4.12382
50	77.8	81.8983	79.5083	2.38999	-4.09833
51	90.4	90.6037	80.95	9.65375	-0.203748
52	87.4	86.7868	81.8917	4.89515	0.613179
53	82.9	86.5181	83.1667	3.3514	-3.61807
54	97.5	94.1251	84.8292	9.29594	3.3749
55	75.8	76.0324	86.0083	-9.97594	-0.232394
56	74	70.2704	87.0917	-16.8213	3.72962
57	95.5	94.4581	87.95	6.50813	1.04187
58	95.6	96.3473	88.5708	7.77651	-0.747345
59	95.8	89.5057	89.0458	0.459845	6.29432
60	75.5	67.8927	89	-21.1073	7.60731
61	89.9	92.103	88.5292	3.57382	-2.20298
62	91.8	90.2275	87.8375	2.38999	1.57251
63	97	96.9079	87.2542	9.65375	0.0920854
64	95.7	91.516	86.6208	4.89515	4.18401
65	86	89.5889	86.2375	3.3514	-3.5889
66	93.3	95.3751	86.0792	9.29594	-2.0751
67	68.7	76.3407	86.3167	-9.97594	-7.64073
68	64.5	70.2829	87.1042	-16.8213	-5.78288
69	91	94.954	88.4458	6.50813	-3.95396
70	84.9	97.5307	89.7542	7.77651	-12.6307
71	97.3	91.5848	91.125	0.459845	5.71516
72	70.2	72.1052	93.2125	-21.1073	-1.90519
73	100.9	98.2988	94.725	3.57382	2.60118
74	99.7	98.3275	95.9375	2.38999	1.37251
75	121.3	106.658	97.0042	9.65375	14.6421
76	102.8	103.228	98.3333	4.89515	-0.428488
77	111.8	103.085	99.7333	3.3514	8.71526
78	117.6	110.046	100.75	9.29594	7.55406
79	80.7	91.9782	101.954	-9.97594	-11.2782
80	81.6	86.1662	102.987	-16.8213	-4.56622
81	99.5	109.733	103.225	6.50813	-10.2331
82	108.3	110.985	103.208	7.77651	-2.68484
83	107.5	103.881	103.421	0.459845	3.61932
84	84.4	82.2052	103.312	-21.1073	2.19481
85	115.6	107.324	103.75	3.57382	8.27618
86	109.8	106.877	104.488	2.38999	2.92251
87	116.9	114.35	104.696	9.65375	2.55042
88	106.8	109.712	104.817	4.89515	-2.91182
89	112.9	108.085	104.733	3.3514	4.81526
90	113.9	113.567	104.271	9.29594	0.333231
91	94.9	94.0116	103.988	-9.97594	0.88844
92	85.1	87.6996	104.521	-16.8213	-2.59955
93	101	111.566	105.058	6.50813	-10.5665
94	109.7	113.981	106.204	7.77651	-4.28068
95	104.1	107.972	107.512	0.459845	-3.87234
96	76.7	87.2719	108.379	-21.1073	-10.5719
97	116.5	113.207	109.633	3.57382	3.29285
98	121.7	112.736	110.346	2.38999	8.96417
99	117.9	120.916	111.262	9.65375	-3.01625
100	133.3	117.316	112.421	4.89515	15.984
101	117.8	115.535	112.183	3.3514	2.26526
102	129.8	120.658	111.362	9.29594	9.14156
103	109.1	99.4741	109.45	-9.97594	9.62594
104	88	88.9996	105.821	-16.8213	-0.999551
105	120.1	108.779	102.271	6.50813	11.321
106	118.4	105.831	98.0542	7.77651	12.5693
107	89.7	94.0723	93.6125	0.459845	-4.37234
108	71.4	68.5677	89.675	-21.1073	2.83231
109	75.9	89.4571	85.8833	3.57382	-13.5571
110	75.2	85.6858	83.2958	2.38999	-10.4858
111	79.2	90.9246	81.2708	9.65375	-11.7246
112	70.8	83.9327	79.0375	4.89515	-13.1327
113	73.7	81.1347	77.7833	3.3514	-7.43474
114	79.4	86.7126	77.4167	9.29594	-7.3126
115	68.5	67.8282	77.8042	-9.97594	0.671773
116	66.5	62.3037	79.125	-16.8213	4.19628
117	93	87.5831	81.075	6.50813	5.41687
118	91.9	91.4515	83.675	7.77651	0.448489
119	86.1	86.7223	86.2625	0.459845	-0.622345
120	66.2	67.9469	89.0542	-21.1073	-1.74685
121	90.4	95.1738	91.6	3.57382	-4.77382
122	92.4	95.54	93.15	2.38999	-3.13999
123	108.8	104.154	94.5	9.65375	4.64625
124	103.6	100.783	95.8875	4.89515	2.81735
125	103	100.722	97.3708	3.3514	2.27776
126	117.1	108.417	99.1208	9.29594	8.68323
127	91.9	90.6116	100.588	-9.97594	1.28844
128	80.3	84.7871	101.608	-16.8213	-4.48705
129	111.6	108.858	102.35	6.50813	2.74187
130	106.6	110.427	102.65	7.77651	-3.82651
131	107	103.51	103.05	0.459845	3.49016
132	87.3	81.7635	102.871	-21.1073	5.53648
133	104.5	105.59	102.017	3.57382	-1.09048
134	102.8	104.261	101.871	2.38999	-1.46083
135	116.2	111.429	101.775	9.65375	4.77125
136	103.4	106.103	101.208	4.89515	-2.70349
137	112.8	103.939	100.587	3.3514	8.8611
138	103	109.121	99.825	9.29594	-6.12094
139	85.5	89.2241	99.2	-9.97594	-3.72406
140	83.2	82.3454	99.1667	-16.8213	0.854616
141	106.4	105.629	99.1208	6.50813	0.771038
142	98.2	106.431	98.6542	7.77651	-8.23068
143	100.5	98.2307	97.7708	0.459845	2.26932
144	75.5	76.101	97.2083	-21.1073	-0.601021
145	101.3	100.903	97.3292	3.57382	0.397018
146	105.2	99.6442	97.2542	2.38999	5.55584
147	112.7	106.32	96.6667	9.65375	6.37959
148	95.7	101.512	96.6167	4.89515	-5.81182
149	99.3	100.068	96.7167	3.3514	-0.768071
150	103	105.696	96.4	9.29594	-2.69594
151	88.4	86.3574	96.3333	-9.97594	2.04261
152	78.5	79.3246	96.1458	-16.8213	-0.824551
153	97	102.016	95.5083	6.50813	-5.01646
154	106.4	103.081	95.3042	7.77651	3.31932
155	94.7	95.9723	95.5125	0.459845	-1.27234
156	73.7	74.4469	95.5542	-21.1073	-0.746855
157	101.5	99.1655	95.5917	3.57382	2.33452
158	100.5	97.8442	95.4542	2.38999	2.65584
159	102.1	105.25	95.5958	9.65375	-3.14958
160	101.4	100.795	95.9	4.89515	0.604846
161	98.6	99.3639	96.0125	3.3514	-0.763904
162	104.7	105.192	95.8958	9.29594	-0.491769
163	87.6	85.9116	95.8875	-9.97594	1.68844
164	76	79.2287	96.05	-16.8213	-3.22872
165	102.9	102.487	95.9792	6.50813	0.412704
166	107.8	103.702	95.925	7.77651	4.09849
167	96	96.2473	95.7875	0.459845	-0.247345
168	69.6	74.351	95.4583	-21.1073	-4.75102
169	105.4	98.9321	95.3583	3.57382	6.46785
170	100.5	97.8192	95.4292	2.38999	2.68084
171	100.4	105.337	95.6833	9.65375	-4.93708
172	101.8	100.82	95.925	4.89515	0.979846
173	94.9	98.8681	95.5167	3.3514	-3.96807
174	100.5	104.675	95.3792	9.29594	-4.1751
175	89.4	85.6532	95.6292	-9.97594	3.74677
176	75.9	78.9662	95.7875	-16.8213	-3.06622
177	109.1	103.254	96.7458	6.50813	5.84604
178	107.4	105.727	97.95	7.77651	1.67349
179	86.6	99.2682	98.8083	0.459845	-12.6682
180	75.7	79.0594	100.167	-21.1073	-3.35935
181	105.3	104.995	101.421	3.57382	0.305351
182	104.4	104.427	102.038	2.38999	-0.0274918
183	119.5	112.141	102.488	9.65375	7.35875
184	111.6	107.828	102.933	4.89515	3.77151
185	105.7	107.239	103.888	3.3514	-1.5389
186	122.3	114.142	104.846	9.29594	8.15823
187	97.7	95.1074	105.083	-9.97594	2.59261
188	82.4	88.2454	105.067	-16.8213	-5.84538
189	113.4	111.225	104.717	6.50813	2.1752
190	113.8	112.085	104.308	7.77651	1.71516
191	103.1	104.652	104.192	0.459845	-1.55151
192	82.2	82.576	103.683	-21.1073	-0.376021
193	104.5	106.203	102.629	3.57382	-1.70298
194	104.8	104.357	101.967	2.38999	0.443342
195	110.7	111.366	101.712	9.65375	-0.666248
196	110.6	105.983	101.087	4.89515	4.61735
197	103.9	104.118	100.767	3.3514	-0.218071
198	111.9	110.313	101.017	9.29594	1.5874
199	82.8	91.4241	101.4	-9.97594	-8.62406
200	81.4	84.7662	101.587	-16.8213	-3.36622
201	108.3	108.466	101.958	6.50813	-0.166462
202	103.9	109.81	102.033	7.77651	-5.90984
203	105.3	102.443	101.983	0.459845	2.85682
204	86	81.3635	102.471	-21.1073	4.63648
205	109.9	106.411	102.837	3.57382	3.48868
206	103.9	105.752	103.362	2.38999	-1.85249
207	120.5	NA	NA	9.65375	NA
208	102.6	NA	NA	4.89515	NA
209	110.7	NA	NA	3.3514	NA
210	116.8	NA	NA	9.29594	NA
211	86.7	NA	NA	-9.97594	NA
212	90.1	NA	NA	-16.8213	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