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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Mon, 18 Dec 2017 10:53:53 +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/18/t1513590926rscbc5zhfshed20.htm/, Retrieved Tue, 14 May 2024 20:25:20 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=310093, Retrieved Tue, 14 May 2024 20:25:20 +0000

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107

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-       [Classical Decomposition] [Mijnbouwsector cl...] [2017-12-18 09:53:53] [2c7049bbcc29bc93573a73f5c62450a0] [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=310093&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=310093&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310093&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	56.5	NA	NA	-15.1462	NA
2	69.4	NA	NA	-8.28023	NA
3	81	NA	NA	9.23229	NA
4	68	NA	NA	5.8526	NA
5	69.1	NA	NA	2.32682	NA
6	66.3	NA	NA	9.30807	NA
7	46.4	52.5254	67.6	-15.0746	-6.12541
8	71.6	73.6467	67.8417	5.80507	-2.04673
9	75.8	76.2879	67.5958	8.69208	-0.487908
10	78.7	79.3203	67.4917	11.8286	-0.620261
11	73.2	69.5053	67.6042	1.90114	3.69469
12	53.3	51.196	67.6417	-16.4457	2.104
13	60.3	52.958	68.1042	-15.1462	7.34199
14	71.4	60.1823	68.4625	-8.28023	11.2177
15	73.1	77.8031	68.5708	9.23229	-4.70312
16	73.4	74.4818	68.6292	5.8526	-1.08177
17	66.4	70.9602	68.6333	2.32682	-4.56015
18	69.9	78.3831	69.075	9.30807	-8.48307
19	53.9	54.9962	70.0708	-15.0746	-1.09624
20	72.7	76.8592	71.0542	5.80507	-4.15923
21	77.3	81.0254	72.3333	8.69208	-3.72541
22	78.6	85.8328	74.0042	11.8286	-7.23276
23	73.4	77.2595	75.3583	1.90114	-3.85948
24	63.7	59.9502	76.3958	-16.4457	3.74984
25	73.8	62.3872	77.5333	-15.1462	11.4128
26	81.5	70.3198	78.6	-8.28023	11.1802
27	93.7	88.7906	79.5583	9.23229	4.90938
28	92.9	86.6276	80.775	5.8526	6.2724
29	79.4	84.1977	81.8708	2.32682	-4.79765
30	81.8	91.6289	82.3208	9.30807	-9.8289
31	69.3	66.9046	81.9792	-15.0746	2.39542
32	82.9	87.5717	81.7667	5.80507	-4.67173
33	90.1	90.4087	81.7167	8.69208	-0.308742
34	95	92.9911	81.1625	11.8286	2.00891
35	83.3	82.8011	80.9	1.90114	0.498856
36	64.6	64.2168	80.6625	-16.4457	0.38317
37	64.7	65.1538	80.3	-15.1462	-0.45384
38	85.5	71.9448	80.225	-8.28023	13.5552
39	88.5	89.4948	80.2625	9.23229	-0.994787
40	84.8	86.1859	80.3333	5.8526	-1.38593
41	81.2	82.3852	80.0583	2.32682	-1.18515
42	74.3	89.0581	79.75	9.30807	-14.7581
43	68.1	64.5462	79.6208	-15.0746	3.55376
44	82.3	84.6759	78.8708	5.80507	-2.3759
45	91.6	87.1171	78.425	8.69208	4.48292
46	95.2	90.7161	78.8875	11.8286	4.48391
47	76.5	80.747	78.8458	1.90114	-4.24698
48	64	62.7877	79.2333	-16.4457	1.21234
49	62.2	64.8872	80.0333	-15.1462	-2.68717
50	70	71.9948	80.275	-8.28023	-1.99477
51	93.3	89.6281	80.3958	9.23229	3.67188
52	91.1	85.9484	80.0958	5.8526	5.15157
53	73.9	82.2727	79.9458	2.32682	-8.37265
54	90.9	89.5789	80.2708	9.30807	1.3211
55	70.7	65.4921	80.5667	-15.0746	5.20792
56	85.5	86.5842	80.7792	5.80507	-1.08423
57	91.3	89.1921	80.5	8.69208	2.10792
58	88.3	91.8619	80.0333	11.8286	-3.56193
59	79.8	82.2261	80.325	1.90114	-2.42614
60	68.5	64.6377	81.0833	-16.4457	3.86234
61	64.8	66.033	81.1792	-15.1462	-1.23301
62	72.5	72.6989	80.9792	-8.28023	-0.198938
63	84.1	90.5156	81.2833	9.23229	-6.41562
64	89.1	88.7276	82.875	5.8526	0.372401
65	82.9	88.3268	86	2.32682	-5.42682
66	100.1	98.8497	89.5417	9.30807	1.25027
67	63.8	76.9712	92.0458	-15.0746	-13.1712
68	87.6	99.1134	93.3083	5.80507	-11.5134
69	96.5	103.496	94.8042	8.69208	-6.99624
70	121.3	107.812	95.9833	11.8286	13.4881
71	121.8	99.0303	97.1292	1.90114	22.7697
72	111.5	82.0293	98.475	-16.4457	29.4707
73	81.9	84.5205	99.6667	-15.1462	-2.62051
74	85.7	92.7739	101.054	-8.28023	-7.07394
75	106.8	111.22	101.987	9.23229	-4.41979
76	94.7	107.719	101.867	5.8526	-13.0193
77	104.8	102.877	100.55	2.32682	1.92318
78	110.5	108.175	98.8667	9.30807	2.32527
79	82	83.2921	98.3667	-15.0746	-1.29208
80	102.7	104.947	99.1417	5.80507	-2.24673
81	103.8	108.709	100.017	8.69208	-4.90874
82	111.1	112.704	100.875	11.8286	-1.60359
83	100.4	103.339	101.437	1.90114	-2.93864
84	92.5	85.2918	101.738	-16.4457	7.20817
85	88.9	87.1663	102.313	-15.1462	1.73366
86	97.3	95.2739	103.554	-8.28023	2.02606
87	116.2	113.645	104.412	9.23229	2.55521
88	105.9	110.248	104.396	5.8526	-4.34843
89	107.1	106.989	104.662	2.32682	0.110682
90	115.4	113.866	104.558	9.30807	1.5336
91	90.9	90.1462	105.221	-15.0746	0.753758
92	123.6	112.351	106.546	5.80507	11.2491
93	103.5	115.971	107.279	8.69208	-12.4712
94	111	120.383	108.554	11.8286	-9.38276
95	106.9	111.526	109.625	1.90114	-4.62614
96	83.5	93.6085	110.054	-16.4457	-10.1085
97	113.8	95.6872	110.833	-15.1462	18.1128
98	104.2	103.136	111.417	-8.28023	1.06356
99	126.9	121.049	111.817	9.23229	5.85105
100	125.8	118.219	112.367	5.8526	7.58073
101	112.9	114.256	111.929	2.32682	-1.35598
102	119.9	120.258	110.95	9.30807	-0.358068
103	105.1	93.4379	108.512	-15.0746	11.6621
104	123.4	111.418	105.612	5.80507	11.9824
105	113.3	111.925	103.233	8.69208	1.37459
106	114.4	112.141	100.312	11.8286	2.25891
107	93	99.6803	97.7792	1.90114	-6.68031
108	73.9	79.3377	95.7833	-16.4457	-5.43766
109	64.9	78.5872	93.7333	-15.1462	-13.6872
110	83.5	82.9823	91.2625	-8.28023	0.517729
111	90.5	98.9365	89.7042	9.23229	-8.43645
112	92.1	95.0401	89.1875	5.8526	-2.9401
113	85.8	91.3643	89.0375	2.32682	-5.56432
114	99.1	98.1622	88.8542	9.30807	0.937766
115	76.7	73.2712	88.3458	-15.0746	3.42876
116	92.5	93.5384	87.7333	5.80507	-1.0384
117	106.8	96.9046	88.2125	8.69208	9.89542
118	108.5	101.749	89.9208	11.8286	6.75057
119	95.3	93.3678	91.4667	1.90114	1.93219
120	67.2	76.9043	93.35	-16.4457	-9.70433
121	59.4	79.8747	95.0208	-15.1462	-20.4747
122	74.3	88.3114	96.5917	-8.28023	-14.0114
123	111.2	107.161	97.9292	9.23229	4.03855
124	112.4	104.144	98.2917	5.8526	8.25573
125	102.6	101.381	99.0542	2.32682	1.21902
126	127.5	109.158	99.85	9.30807	18.3419
127	88.4	85.9796	101.054	-15.0746	2.42042
128	118.5	109.093	103.287	5.80507	9.40743
129	112.9	113.334	104.642	8.69208	-0.433742
130	111.1	116.358	104.529	11.8286	-5.25776
131	111	106.776	104.875	1.90114	4.22386
132	70.6	88.4043	104.85	-16.4457	-17.8043
133	84.9	88.3872	103.533	-15.1462	-3.48717
134	102.4	94.6114	102.892	-8.28023	7.78856
135	115.6	112.132	102.9	9.23229	3.46771
136	105.3	108.598	102.746	5.8526	-3.29843
137	118	104.677	102.35	2.32682	13.3232
138	111.5	112.046	102.738	9.30807	-0.545568
139	72.8	88.4296	103.504	-15.0746	-15.6296
140	118.7	108.463	102.658	5.80507	10.2366
141	112.9	110.196	101.504	8.69208	2.70376
142	107.4	112.916	101.087	11.8286	-5.51609
143	105.2	102.355	100.454	1.90114	2.84469
144	85.7	83.6585	100.104	-16.4457	2.0415
145	88.2	85.258	100.404	-15.1462	2.94199
146	78.8	91.3864	99.6667	-8.28023	-12.5864
147	111.5	107.332	98.1	9.23229	4.16771
148	99.4	103.561	97.7083	5.8526	-4.16093
149	108.7	99.831	97.5042	2.32682	8.86902
150	112.4	105.662	96.3542	9.30807	6.73777
151	79.1	79.6171	94.6917	-15.0746	-0.517075
152	94.7	99.6092	93.8042	5.80507	-4.90923
153	99.3	101.513	92.8208	8.69208	-2.21291
154	111.6	103.562	91.7333	11.8286	8.03807
155	96.1	93.3178	91.4167	1.90114	2.78219
156	67.2	74.3627	90.8083	-16.4457	-7.16266
157	66.8	75.5163	90.6625	-15.1462	-8.71634
158	78.9	82.5031	90.7833	-8.28023	-3.6031
159	87.8	99.7781	90.5458	9.23229	-11.9781
160	97	96.0443	90.1917	5.8526	0.955734
161	103.5	91.9185	89.5917	2.32682	11.5815
162	103	98.8247	89.5167	9.30807	4.17527
163	85	75.3046	90.3792	-15.0746	9.69542
164	91.7	96.9009	91.0958	5.80507	-5.2009
165	96.6	100.134	91.4417	8.69208	-3.53374
166	105.8	103.483	91.6542	11.8286	2.31724
167	87.5	93.0136	91.1125	1.90114	-5.51364
168	74	73.5918	90.0375	-16.4457	0.40817
169	80.7	74.0747	89.2208	-15.1462	6.62533
170	82.2	80.3531	88.6333	-8.28023	1.8469
171	92.8	97.5323	88.3	9.23229	-4.73229
172	97.1	93.9359	88.0833	5.8526	3.16407
173	90.4	90.0018	87.675	2.32682	0.398182
174	90.3	96.6747	87.3667	9.30807	-6.37473
175	78.1	72.9712	88.0458	-15.0746	5.12876
176	84.5	94.7967	88.9917	5.80507	-10.2967
177	95.8	98.7879	90.0958	8.69208	-2.98791
178	101.4	103.016	91.1875	11.8286	-1.61609
179	82.1	93.8261	91.925	1.90114	-11.7261
180	72	77.2585	93.7042	-16.4457	-5.2585
181	99	80.9413	96.0875	-15.1462	18.0587
182	86.6	89.9073	98.1875	-8.28023	-3.30727
183	114.9	109.082	99.85	9.23229	5.81771
184	101.2	106.828	100.975	5.8526	-5.6276
185	104	104.352	102.025	2.32682	-0.351818
186	119.4	112.466	103.158	9.30807	6.9336
187	106.2	87.9754	103.05	-15.0746	18.2246
188	106.8	108.372	102.567	5.80507	-1.57173
189	113.4	111.484	102.792	8.69208	1.91626
190	110.8	115.216	103.387	11.8286	-4.41609
191	97.9	105.605	103.704	1.90114	-7.70531
192	83.4	86.7752	103.221	-16.4457	-3.37516
193	85	86.083	101.229	-15.1462	-1.08301
194	89	91.8531	100.133	-8.28023	-2.8531
195	117.9	110.678	101.446	9.23229	7.22188
196	112.5	108.369	102.517	5.8526	4.13073
197	100.3	106.089	103.762	2.32682	-5.78932
198	111.5	114.687	105.379	9.30807	-3.18723
199	66.3	90.9171	105.992	-15.0746	-24.6171
200	120.4	112.138	106.333	5.80507	8.2616
201	131.3	115.692	107	8.69208	15.6079
202	118.6	118.716	106.888	11.8286	-0.116095
203	120	109.001	107.1	1.90114	10.9989
204	100.1	91.6668	108.112	-16.4457	8.43317
205	83	94.7622	109.908	-15.1462	-11.7622
206	99.2	102.745	111.025	-8.28023	-3.54477
207	123.7	NA	NA	9.23229	NA
208	104	NA	NA	5.8526	NA
209	113.9	NA	NA	2.32682	NA
210	122.2	NA	NA	9.30807	NA
211	98.7	NA	NA	-15.0746	NA
212	114.8	NA	NA	5.80507	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 56.5 & NA & NA & -15.1462 & NA \tabularnewline
2 & 69.4 & NA & NA & -8.28023 & NA \tabularnewline
3 & 81 & NA & NA & 9.23229 & NA \tabularnewline
4 & 68 & NA & NA & 5.8526 & NA \tabularnewline
5 & 69.1 & NA & NA & 2.32682 & NA \tabularnewline
6 & 66.3 & NA & NA & 9.30807 & NA \tabularnewline
7 & 46.4 & 52.5254 & 67.6 & -15.0746 & -6.12541 \tabularnewline
8 & 71.6 & 73.6467 & 67.8417 & 5.80507 & -2.04673 \tabularnewline
9 & 75.8 & 76.2879 & 67.5958 & 8.69208 & -0.487908 \tabularnewline
10 & 78.7 & 79.3203 & 67.4917 & 11.8286 & -0.620261 \tabularnewline
11 & 73.2 & 69.5053 & 67.6042 & 1.90114 & 3.69469 \tabularnewline
12 & 53.3 & 51.196 & 67.6417 & -16.4457 & 2.104 \tabularnewline
13 & 60.3 & 52.958 & 68.1042 & -15.1462 & 7.34199 \tabularnewline
14 & 71.4 & 60.1823 & 68.4625 & -8.28023 & 11.2177 \tabularnewline
15 & 73.1 & 77.8031 & 68.5708 & 9.23229 & -4.70312 \tabularnewline
16 & 73.4 & 74.4818 & 68.6292 & 5.8526 & -1.08177 \tabularnewline
17 & 66.4 & 70.9602 & 68.6333 & 2.32682 & -4.56015 \tabularnewline
18 & 69.9 & 78.3831 & 69.075 & 9.30807 & -8.48307 \tabularnewline
19 & 53.9 & 54.9962 & 70.0708 & -15.0746 & -1.09624 \tabularnewline
20 & 72.7 & 76.8592 & 71.0542 & 5.80507 & -4.15923 \tabularnewline
21 & 77.3 & 81.0254 & 72.3333 & 8.69208 & -3.72541 \tabularnewline
22 & 78.6 & 85.8328 & 74.0042 & 11.8286 & -7.23276 \tabularnewline
23 & 73.4 & 77.2595 & 75.3583 & 1.90114 & -3.85948 \tabularnewline
24 & 63.7 & 59.9502 & 76.3958 & -16.4457 & 3.74984 \tabularnewline
25 & 73.8 & 62.3872 & 77.5333 & -15.1462 & 11.4128 \tabularnewline
26 & 81.5 & 70.3198 & 78.6 & -8.28023 & 11.1802 \tabularnewline
27 & 93.7 & 88.7906 & 79.5583 & 9.23229 & 4.90938 \tabularnewline
28 & 92.9 & 86.6276 & 80.775 & 5.8526 & 6.2724 \tabularnewline
29 & 79.4 & 84.1977 & 81.8708 & 2.32682 & -4.79765 \tabularnewline
30 & 81.8 & 91.6289 & 82.3208 & 9.30807 & -9.8289 \tabularnewline
31 & 69.3 & 66.9046 & 81.9792 & -15.0746 & 2.39542 \tabularnewline
32 & 82.9 & 87.5717 & 81.7667 & 5.80507 & -4.67173 \tabularnewline
33 & 90.1 & 90.4087 & 81.7167 & 8.69208 & -0.308742 \tabularnewline
34 & 95 & 92.9911 & 81.1625 & 11.8286 & 2.00891 \tabularnewline
35 & 83.3 & 82.8011 & 80.9 & 1.90114 & 0.498856 \tabularnewline
36 & 64.6 & 64.2168 & 80.6625 & -16.4457 & 0.38317 \tabularnewline
37 & 64.7 & 65.1538 & 80.3 & -15.1462 & -0.45384 \tabularnewline
38 & 85.5 & 71.9448 & 80.225 & -8.28023 & 13.5552 \tabularnewline
39 & 88.5 & 89.4948 & 80.2625 & 9.23229 & -0.994787 \tabularnewline
40 & 84.8 & 86.1859 & 80.3333 & 5.8526 & -1.38593 \tabularnewline
41 & 81.2 & 82.3852 & 80.0583 & 2.32682 & -1.18515 \tabularnewline
42 & 74.3 & 89.0581 & 79.75 & 9.30807 & -14.7581 \tabularnewline
43 & 68.1 & 64.5462 & 79.6208 & -15.0746 & 3.55376 \tabularnewline
44 & 82.3 & 84.6759 & 78.8708 & 5.80507 & -2.3759 \tabularnewline
45 & 91.6 & 87.1171 & 78.425 & 8.69208 & 4.48292 \tabularnewline
46 & 95.2 & 90.7161 & 78.8875 & 11.8286 & 4.48391 \tabularnewline
47 & 76.5 & 80.747 & 78.8458 & 1.90114 & -4.24698 \tabularnewline
48 & 64 & 62.7877 & 79.2333 & -16.4457 & 1.21234 \tabularnewline
49 & 62.2 & 64.8872 & 80.0333 & -15.1462 & -2.68717 \tabularnewline
50 & 70 & 71.9948 & 80.275 & -8.28023 & -1.99477 \tabularnewline
51 & 93.3 & 89.6281 & 80.3958 & 9.23229 & 3.67188 \tabularnewline
52 & 91.1 & 85.9484 & 80.0958 & 5.8526 & 5.15157 \tabularnewline
53 & 73.9 & 82.2727 & 79.9458 & 2.32682 & -8.37265 \tabularnewline
54 & 90.9 & 89.5789 & 80.2708 & 9.30807 & 1.3211 \tabularnewline
55 & 70.7 & 65.4921 & 80.5667 & -15.0746 & 5.20792 \tabularnewline
56 & 85.5 & 86.5842 & 80.7792 & 5.80507 & -1.08423 \tabularnewline
57 & 91.3 & 89.1921 & 80.5 & 8.69208 & 2.10792 \tabularnewline
58 & 88.3 & 91.8619 & 80.0333 & 11.8286 & -3.56193 \tabularnewline
59 & 79.8 & 82.2261 & 80.325 & 1.90114 & -2.42614 \tabularnewline
60 & 68.5 & 64.6377 & 81.0833 & -16.4457 & 3.86234 \tabularnewline
61 & 64.8 & 66.033 & 81.1792 & -15.1462 & -1.23301 \tabularnewline
62 & 72.5 & 72.6989 & 80.9792 & -8.28023 & -0.198938 \tabularnewline
63 & 84.1 & 90.5156 & 81.2833 & 9.23229 & -6.41562 \tabularnewline
64 & 89.1 & 88.7276 & 82.875 & 5.8526 & 0.372401 \tabularnewline
65 & 82.9 & 88.3268 & 86 & 2.32682 & -5.42682 \tabularnewline
66 & 100.1 & 98.8497 & 89.5417 & 9.30807 & 1.25027 \tabularnewline
67 & 63.8 & 76.9712 & 92.0458 & -15.0746 & -13.1712 \tabularnewline
68 & 87.6 & 99.1134 & 93.3083 & 5.80507 & -11.5134 \tabularnewline
69 & 96.5 & 103.496 & 94.8042 & 8.69208 & -6.99624 \tabularnewline
70 & 121.3 & 107.812 & 95.9833 & 11.8286 & 13.4881 \tabularnewline
71 & 121.8 & 99.0303 & 97.1292 & 1.90114 & 22.7697 \tabularnewline
72 & 111.5 & 82.0293 & 98.475 & -16.4457 & 29.4707 \tabularnewline
73 & 81.9 & 84.5205 & 99.6667 & -15.1462 & -2.62051 \tabularnewline
74 & 85.7 & 92.7739 & 101.054 & -8.28023 & -7.07394 \tabularnewline
75 & 106.8 & 111.22 & 101.987 & 9.23229 & -4.41979 \tabularnewline
76 & 94.7 & 107.719 & 101.867 & 5.8526 & -13.0193 \tabularnewline
77 & 104.8 & 102.877 & 100.55 & 2.32682 & 1.92318 \tabularnewline
78 & 110.5 & 108.175 & 98.8667 & 9.30807 & 2.32527 \tabularnewline
79 & 82 & 83.2921 & 98.3667 & -15.0746 & -1.29208 \tabularnewline
80 & 102.7 & 104.947 & 99.1417 & 5.80507 & -2.24673 \tabularnewline
81 & 103.8 & 108.709 & 100.017 & 8.69208 & -4.90874 \tabularnewline
82 & 111.1 & 112.704 & 100.875 & 11.8286 & -1.60359 \tabularnewline
83 & 100.4 & 103.339 & 101.437 & 1.90114 & -2.93864 \tabularnewline
84 & 92.5 & 85.2918 & 101.738 & -16.4457 & 7.20817 \tabularnewline
85 & 88.9 & 87.1663 & 102.313 & -15.1462 & 1.73366 \tabularnewline
86 & 97.3 & 95.2739 & 103.554 & -8.28023 & 2.02606 \tabularnewline
87 & 116.2 & 113.645 & 104.412 & 9.23229 & 2.55521 \tabularnewline
88 & 105.9 & 110.248 & 104.396 & 5.8526 & -4.34843 \tabularnewline
89 & 107.1 & 106.989 & 104.662 & 2.32682 & 0.110682 \tabularnewline
90 & 115.4 & 113.866 & 104.558 & 9.30807 & 1.5336 \tabularnewline
91 & 90.9 & 90.1462 & 105.221 & -15.0746 & 0.753758 \tabularnewline
92 & 123.6 & 112.351 & 106.546 & 5.80507 & 11.2491 \tabularnewline
93 & 103.5 & 115.971 & 107.279 & 8.69208 & -12.4712 \tabularnewline
94 & 111 & 120.383 & 108.554 & 11.8286 & -9.38276 \tabularnewline
95 & 106.9 & 111.526 & 109.625 & 1.90114 & -4.62614 \tabularnewline
96 & 83.5 & 93.6085 & 110.054 & -16.4457 & -10.1085 \tabularnewline
97 & 113.8 & 95.6872 & 110.833 & -15.1462 & 18.1128 \tabularnewline
98 & 104.2 & 103.136 & 111.417 & -8.28023 & 1.06356 \tabularnewline
99 & 126.9 & 121.049 & 111.817 & 9.23229 & 5.85105 \tabularnewline
100 & 125.8 & 118.219 & 112.367 & 5.8526 & 7.58073 \tabularnewline
101 & 112.9 & 114.256 & 111.929 & 2.32682 & -1.35598 \tabularnewline
102 & 119.9 & 120.258 & 110.95 & 9.30807 & -0.358068 \tabularnewline
103 & 105.1 & 93.4379 & 108.512 & -15.0746 & 11.6621 \tabularnewline
104 & 123.4 & 111.418 & 105.612 & 5.80507 & 11.9824 \tabularnewline
105 & 113.3 & 111.925 & 103.233 & 8.69208 & 1.37459 \tabularnewline
106 & 114.4 & 112.141 & 100.312 & 11.8286 & 2.25891 \tabularnewline
107 & 93 & 99.6803 & 97.7792 & 1.90114 & -6.68031 \tabularnewline
108 & 73.9 & 79.3377 & 95.7833 & -16.4457 & -5.43766 \tabularnewline
109 & 64.9 & 78.5872 & 93.7333 & -15.1462 & -13.6872 \tabularnewline
110 & 83.5 & 82.9823 & 91.2625 & -8.28023 & 0.517729 \tabularnewline
111 & 90.5 & 98.9365 & 89.7042 & 9.23229 & -8.43645 \tabularnewline
112 & 92.1 & 95.0401 & 89.1875 & 5.8526 & -2.9401 \tabularnewline
113 & 85.8 & 91.3643 & 89.0375 & 2.32682 & -5.56432 \tabularnewline
114 & 99.1 & 98.1622 & 88.8542 & 9.30807 & 0.937766 \tabularnewline
115 & 76.7 & 73.2712 & 88.3458 & -15.0746 & 3.42876 \tabularnewline
116 & 92.5 & 93.5384 & 87.7333 & 5.80507 & -1.0384 \tabularnewline
117 & 106.8 & 96.9046 & 88.2125 & 8.69208 & 9.89542 \tabularnewline
118 & 108.5 & 101.749 & 89.9208 & 11.8286 & 6.75057 \tabularnewline
119 & 95.3 & 93.3678 & 91.4667 & 1.90114 & 1.93219 \tabularnewline
120 & 67.2 & 76.9043 & 93.35 & -16.4457 & -9.70433 \tabularnewline
121 & 59.4 & 79.8747 & 95.0208 & -15.1462 & -20.4747 \tabularnewline
122 & 74.3 & 88.3114 & 96.5917 & -8.28023 & -14.0114 \tabularnewline
123 & 111.2 & 107.161 & 97.9292 & 9.23229 & 4.03855 \tabularnewline
124 & 112.4 & 104.144 & 98.2917 & 5.8526 & 8.25573 \tabularnewline
125 & 102.6 & 101.381 & 99.0542 & 2.32682 & 1.21902 \tabularnewline
126 & 127.5 & 109.158 & 99.85 & 9.30807 & 18.3419 \tabularnewline
127 & 88.4 & 85.9796 & 101.054 & -15.0746 & 2.42042 \tabularnewline
128 & 118.5 & 109.093 & 103.287 & 5.80507 & 9.40743 \tabularnewline
129 & 112.9 & 113.334 & 104.642 & 8.69208 & -0.433742 \tabularnewline
130 & 111.1 & 116.358 & 104.529 & 11.8286 & -5.25776 \tabularnewline
131 & 111 & 106.776 & 104.875 & 1.90114 & 4.22386 \tabularnewline
132 & 70.6 & 88.4043 & 104.85 & -16.4457 & -17.8043 \tabularnewline
133 & 84.9 & 88.3872 & 103.533 & -15.1462 & -3.48717 \tabularnewline
134 & 102.4 & 94.6114 & 102.892 & -8.28023 & 7.78856 \tabularnewline
135 & 115.6 & 112.132 & 102.9 & 9.23229 & 3.46771 \tabularnewline
136 & 105.3 & 108.598 & 102.746 & 5.8526 & -3.29843 \tabularnewline
137 & 118 & 104.677 & 102.35 & 2.32682 & 13.3232 \tabularnewline
138 & 111.5 & 112.046 & 102.738 & 9.30807 & -0.545568 \tabularnewline
139 & 72.8 & 88.4296 & 103.504 & -15.0746 & -15.6296 \tabularnewline
140 & 118.7 & 108.463 & 102.658 & 5.80507 & 10.2366 \tabularnewline
141 & 112.9 & 110.196 & 101.504 & 8.69208 & 2.70376 \tabularnewline
142 & 107.4 & 112.916 & 101.087 & 11.8286 & -5.51609 \tabularnewline
143 & 105.2 & 102.355 & 100.454 & 1.90114 & 2.84469 \tabularnewline
144 & 85.7 & 83.6585 & 100.104 & -16.4457 & 2.0415 \tabularnewline
145 & 88.2 & 85.258 & 100.404 & -15.1462 & 2.94199 \tabularnewline
146 & 78.8 & 91.3864 & 99.6667 & -8.28023 & -12.5864 \tabularnewline
147 & 111.5 & 107.332 & 98.1 & 9.23229 & 4.16771 \tabularnewline
148 & 99.4 & 103.561 & 97.7083 & 5.8526 & -4.16093 \tabularnewline
149 & 108.7 & 99.831 & 97.5042 & 2.32682 & 8.86902 \tabularnewline
150 & 112.4 & 105.662 & 96.3542 & 9.30807 & 6.73777 \tabularnewline
151 & 79.1 & 79.6171 & 94.6917 & -15.0746 & -0.517075 \tabularnewline
152 & 94.7 & 99.6092 & 93.8042 & 5.80507 & -4.90923 \tabularnewline
153 & 99.3 & 101.513 & 92.8208 & 8.69208 & -2.21291 \tabularnewline
154 & 111.6 & 103.562 & 91.7333 & 11.8286 & 8.03807 \tabularnewline
155 & 96.1 & 93.3178 & 91.4167 & 1.90114 & 2.78219 \tabularnewline
156 & 67.2 & 74.3627 & 90.8083 & -16.4457 & -7.16266 \tabularnewline
157 & 66.8 & 75.5163 & 90.6625 & -15.1462 & -8.71634 \tabularnewline
158 & 78.9 & 82.5031 & 90.7833 & -8.28023 & -3.6031 \tabularnewline
159 & 87.8 & 99.7781 & 90.5458 & 9.23229 & -11.9781 \tabularnewline
160 & 97 & 96.0443 & 90.1917 & 5.8526 & 0.955734 \tabularnewline
161 & 103.5 & 91.9185 & 89.5917 & 2.32682 & 11.5815 \tabularnewline
162 & 103 & 98.8247 & 89.5167 & 9.30807 & 4.17527 \tabularnewline
163 & 85 & 75.3046 & 90.3792 & -15.0746 & 9.69542 \tabularnewline
164 & 91.7 & 96.9009 & 91.0958 & 5.80507 & -5.2009 \tabularnewline
165 & 96.6 & 100.134 & 91.4417 & 8.69208 & -3.53374 \tabularnewline
166 & 105.8 & 103.483 & 91.6542 & 11.8286 & 2.31724 \tabularnewline
167 & 87.5 & 93.0136 & 91.1125 & 1.90114 & -5.51364 \tabularnewline
168 & 74 & 73.5918 & 90.0375 & -16.4457 & 0.40817 \tabularnewline
169 & 80.7 & 74.0747 & 89.2208 & -15.1462 & 6.62533 \tabularnewline
170 & 82.2 & 80.3531 & 88.6333 & -8.28023 & 1.8469 \tabularnewline
171 & 92.8 & 97.5323 & 88.3 & 9.23229 & -4.73229 \tabularnewline
172 & 97.1 & 93.9359 & 88.0833 & 5.8526 & 3.16407 \tabularnewline
173 & 90.4 & 90.0018 & 87.675 & 2.32682 & 0.398182 \tabularnewline
174 & 90.3 & 96.6747 & 87.3667 & 9.30807 & -6.37473 \tabularnewline
175 & 78.1 & 72.9712 & 88.0458 & -15.0746 & 5.12876 \tabularnewline
176 & 84.5 & 94.7967 & 88.9917 & 5.80507 & -10.2967 \tabularnewline
177 & 95.8 & 98.7879 & 90.0958 & 8.69208 & -2.98791 \tabularnewline
178 & 101.4 & 103.016 & 91.1875 & 11.8286 & -1.61609 \tabularnewline
179 & 82.1 & 93.8261 & 91.925 & 1.90114 & -11.7261 \tabularnewline
180 & 72 & 77.2585 & 93.7042 & -16.4457 & -5.2585 \tabularnewline
181 & 99 & 80.9413 & 96.0875 & -15.1462 & 18.0587 \tabularnewline
182 & 86.6 & 89.9073 & 98.1875 & -8.28023 & -3.30727 \tabularnewline
183 & 114.9 & 109.082 & 99.85 & 9.23229 & 5.81771 \tabularnewline
184 & 101.2 & 106.828 & 100.975 & 5.8526 & -5.6276 \tabularnewline
185 & 104 & 104.352 & 102.025 & 2.32682 & -0.351818 \tabularnewline
186 & 119.4 & 112.466 & 103.158 & 9.30807 & 6.9336 \tabularnewline
187 & 106.2 & 87.9754 & 103.05 & -15.0746 & 18.2246 \tabularnewline
188 & 106.8 & 108.372 & 102.567 & 5.80507 & -1.57173 \tabularnewline
189 & 113.4 & 111.484 & 102.792 & 8.69208 & 1.91626 \tabularnewline
190 & 110.8 & 115.216 & 103.387 & 11.8286 & -4.41609 \tabularnewline
191 & 97.9 & 105.605 & 103.704 & 1.90114 & -7.70531 \tabularnewline
192 & 83.4 & 86.7752 & 103.221 & -16.4457 & -3.37516 \tabularnewline
193 & 85 & 86.083 & 101.229 & -15.1462 & -1.08301 \tabularnewline
194 & 89 & 91.8531 & 100.133 & -8.28023 & -2.8531 \tabularnewline
195 & 117.9 & 110.678 & 101.446 & 9.23229 & 7.22188 \tabularnewline
196 & 112.5 & 108.369 & 102.517 & 5.8526 & 4.13073 \tabularnewline
197 & 100.3 & 106.089 & 103.762 & 2.32682 & -5.78932 \tabularnewline
198 & 111.5 & 114.687 & 105.379 & 9.30807 & -3.18723 \tabularnewline
199 & 66.3 & 90.9171 & 105.992 & -15.0746 & -24.6171 \tabularnewline
200 & 120.4 & 112.138 & 106.333 & 5.80507 & 8.2616 \tabularnewline
201 & 131.3 & 115.692 & 107 & 8.69208 & 15.6079 \tabularnewline
202 & 118.6 & 118.716 & 106.888 & 11.8286 & -0.116095 \tabularnewline
203 & 120 & 109.001 & 107.1 & 1.90114 & 10.9989 \tabularnewline
204 & 100.1 & 91.6668 & 108.112 & -16.4457 & 8.43317 \tabularnewline
205 & 83 & 94.7622 & 109.908 & -15.1462 & -11.7622 \tabularnewline
206 & 99.2 & 102.745 & 111.025 & -8.28023 & -3.54477 \tabularnewline
207 & 123.7 & NA & NA & 9.23229 & NA \tabularnewline
208 & 104 & NA & NA & 5.8526 & NA \tabularnewline
209 & 113.9 & NA & NA & 2.32682 & NA \tabularnewline
210 & 122.2 & NA & NA & 9.30807 & NA \tabularnewline
211 & 98.7 & NA & NA & -15.0746 & NA \tabularnewline
212 & 114.8 & NA & NA & 5.80507 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310093&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]56.5[/C][C]NA[/C][C]NA[/C][C]-15.1462[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]69.4[/C][C]NA[/C][C]NA[/C][C]-8.28023[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]81[/C][C]NA[/C][C]NA[/C][C]9.23229[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]68[/C][C]NA[/C][C]NA[/C][C]5.8526[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]69.1[/C][C]NA[/C][C]NA[/C][C]2.32682[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]66.3[/C][C]NA[/C][C]NA[/C][C]9.30807[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]46.4[/C][C]52.5254[/C][C]67.6[/C][C]-15.0746[/C][C]-6.12541[/C][/ROW]
[ROW][C]8[/C][C]71.6[/C][C]73.6467[/C][C]67.8417[/C][C]5.80507[/C][C]-2.04673[/C][/ROW]
[ROW][C]9[/C][C]75.8[/C][C]76.2879[/C][C]67.5958[/C][C]8.69208[/C][C]-0.487908[/C][/ROW]
[ROW][C]10[/C][C]78.7[/C][C]79.3203[/C][C]67.4917[/C][C]11.8286[/C][C]-0.620261[/C][/ROW]
[ROW][C]11[/C][C]73.2[/C][C]69.5053[/C][C]67.6042[/C][C]1.90114[/C][C]3.69469[/C][/ROW]
[ROW][C]12[/C][C]53.3[/C][C]51.196[/C][C]67.6417[/C][C]-16.4457[/C][C]2.104[/C][/ROW]
[ROW][C]13[/C][C]60.3[/C][C]52.958[/C][C]68.1042[/C][C]-15.1462[/C][C]7.34199[/C][/ROW]
[ROW][C]14[/C][C]71.4[/C][C]60.1823[/C][C]68.4625[/C][C]-8.28023[/C][C]11.2177[/C][/ROW]
[ROW][C]15[/C][C]73.1[/C][C]77.8031[/C][C]68.5708[/C][C]9.23229[/C][C]-4.70312[/C][/ROW]
[ROW][C]16[/C][C]73.4[/C][C]74.4818[/C][C]68.6292[/C][C]5.8526[/C][C]-1.08177[/C][/ROW]
[ROW][C]17[/C][C]66.4[/C][C]70.9602[/C][C]68.6333[/C][C]2.32682[/C][C]-4.56015[/C][/ROW]
[ROW][C]18[/C][C]69.9[/C][C]78.3831[/C][C]69.075[/C][C]9.30807[/C][C]-8.48307[/C][/ROW]
[ROW][C]19[/C][C]53.9[/C][C]54.9962[/C][C]70.0708[/C][C]-15.0746[/C][C]-1.09624[/C][/ROW]
[ROW][C]20[/C][C]72.7[/C][C]76.8592[/C][C]71.0542[/C][C]5.80507[/C][C]-4.15923[/C][/ROW]
[ROW][C]21[/C][C]77.3[/C][C]81.0254[/C][C]72.3333[/C][C]8.69208[/C][C]-3.72541[/C][/ROW]
[ROW][C]22[/C][C]78.6[/C][C]85.8328[/C][C]74.0042[/C][C]11.8286[/C][C]-7.23276[/C][/ROW]
[ROW][C]23[/C][C]73.4[/C][C]77.2595[/C][C]75.3583[/C][C]1.90114[/C][C]-3.85948[/C][/ROW]
[ROW][C]24[/C][C]63.7[/C][C]59.9502[/C][C]76.3958[/C][C]-16.4457[/C][C]3.74984[/C][/ROW]
[ROW][C]25[/C][C]73.8[/C][C]62.3872[/C][C]77.5333[/C][C]-15.1462[/C][C]11.4128[/C][/ROW]
[ROW][C]26[/C][C]81.5[/C][C]70.3198[/C][C]78.6[/C][C]-8.28023[/C][C]11.1802[/C][/ROW]
[ROW][C]27[/C][C]93.7[/C][C]88.7906[/C][C]79.5583[/C][C]9.23229[/C][C]4.90938[/C][/ROW]
[ROW][C]28[/C][C]92.9[/C][C]86.6276[/C][C]80.775[/C][C]5.8526[/C][C]6.2724[/C][/ROW]
[ROW][C]29[/C][C]79.4[/C][C]84.1977[/C][C]81.8708[/C][C]2.32682[/C][C]-4.79765[/C][/ROW]
[ROW][C]30[/C][C]81.8[/C][C]91.6289[/C][C]82.3208[/C][C]9.30807[/C][C]-9.8289[/C][/ROW]
[ROW][C]31[/C][C]69.3[/C][C]66.9046[/C][C]81.9792[/C][C]-15.0746[/C][C]2.39542[/C][/ROW]
[ROW][C]32[/C][C]82.9[/C][C]87.5717[/C][C]81.7667[/C][C]5.80507[/C][C]-4.67173[/C][/ROW]
[ROW][C]33[/C][C]90.1[/C][C]90.4087[/C][C]81.7167[/C][C]8.69208[/C][C]-0.308742[/C][/ROW]
[ROW][C]34[/C][C]95[/C][C]92.9911[/C][C]81.1625[/C][C]11.8286[/C][C]2.00891[/C][/ROW]
[ROW][C]35[/C][C]83.3[/C][C]82.8011[/C][C]80.9[/C][C]1.90114[/C][C]0.498856[/C][/ROW]
[ROW][C]36[/C][C]64.6[/C][C]64.2168[/C][C]80.6625[/C][C]-16.4457[/C][C]0.38317[/C][/ROW]
[ROW][C]37[/C][C]64.7[/C][C]65.1538[/C][C]80.3[/C][C]-15.1462[/C][C]-0.45384[/C][/ROW]
[ROW][C]38[/C][C]85.5[/C][C]71.9448[/C][C]80.225[/C][C]-8.28023[/C][C]13.5552[/C][/ROW]
[ROW][C]39[/C][C]88.5[/C][C]89.4948[/C][C]80.2625[/C][C]9.23229[/C][C]-0.994787[/C][/ROW]
[ROW][C]40[/C][C]84.8[/C][C]86.1859[/C][C]80.3333[/C][C]5.8526[/C][C]-1.38593[/C][/ROW]
[ROW][C]41[/C][C]81.2[/C][C]82.3852[/C][C]80.0583[/C][C]2.32682[/C][C]-1.18515[/C][/ROW]
[ROW][C]42[/C][C]74.3[/C][C]89.0581[/C][C]79.75[/C][C]9.30807[/C][C]-14.7581[/C][/ROW]
[ROW][C]43[/C][C]68.1[/C][C]64.5462[/C][C]79.6208[/C][C]-15.0746[/C][C]3.55376[/C][/ROW]
[ROW][C]44[/C][C]82.3[/C][C]84.6759[/C][C]78.8708[/C][C]5.80507[/C][C]-2.3759[/C][/ROW]
[ROW][C]45[/C][C]91.6[/C][C]87.1171[/C][C]78.425[/C][C]8.69208[/C][C]4.48292[/C][/ROW]
[ROW][C]46[/C][C]95.2[/C][C]90.7161[/C][C]78.8875[/C][C]11.8286[/C][C]4.48391[/C][/ROW]
[ROW][C]47[/C][C]76.5[/C][C]80.747[/C][C]78.8458[/C][C]1.90114[/C][C]-4.24698[/C][/ROW]
[ROW][C]48[/C][C]64[/C][C]62.7877[/C][C]79.2333[/C][C]-16.4457[/C][C]1.21234[/C][/ROW]
[ROW][C]49[/C][C]62.2[/C][C]64.8872[/C][C]80.0333[/C][C]-15.1462[/C][C]-2.68717[/C][/ROW]
[ROW][C]50[/C][C]70[/C][C]71.9948[/C][C]80.275[/C][C]-8.28023[/C][C]-1.99477[/C][/ROW]
[ROW][C]51[/C][C]93.3[/C][C]89.6281[/C][C]80.3958[/C][C]9.23229[/C][C]3.67188[/C][/ROW]
[ROW][C]52[/C][C]91.1[/C][C]85.9484[/C][C]80.0958[/C][C]5.8526[/C][C]5.15157[/C][/ROW]
[ROW][C]53[/C][C]73.9[/C][C]82.2727[/C][C]79.9458[/C][C]2.32682[/C][C]-8.37265[/C][/ROW]
[ROW][C]54[/C][C]90.9[/C][C]89.5789[/C][C]80.2708[/C][C]9.30807[/C][C]1.3211[/C][/ROW]
[ROW][C]55[/C][C]70.7[/C][C]65.4921[/C][C]80.5667[/C][C]-15.0746[/C][C]5.20792[/C][/ROW]
[ROW][C]56[/C][C]85.5[/C][C]86.5842[/C][C]80.7792[/C][C]5.80507[/C][C]-1.08423[/C][/ROW]
[ROW][C]57[/C][C]91.3[/C][C]89.1921[/C][C]80.5[/C][C]8.69208[/C][C]2.10792[/C][/ROW]
[ROW][C]58[/C][C]88.3[/C][C]91.8619[/C][C]80.0333[/C][C]11.8286[/C][C]-3.56193[/C][/ROW]
[ROW][C]59[/C][C]79.8[/C][C]82.2261[/C][C]80.325[/C][C]1.90114[/C][C]-2.42614[/C][/ROW]
[ROW][C]60[/C][C]68.5[/C][C]64.6377[/C][C]81.0833[/C][C]-16.4457[/C][C]3.86234[/C][/ROW]
[ROW][C]61[/C][C]64.8[/C][C]66.033[/C][C]81.1792[/C][C]-15.1462[/C][C]-1.23301[/C][/ROW]
[ROW][C]62[/C][C]72.5[/C][C]72.6989[/C][C]80.9792[/C][C]-8.28023[/C][C]-0.198938[/C][/ROW]
[ROW][C]63[/C][C]84.1[/C][C]90.5156[/C][C]81.2833[/C][C]9.23229[/C][C]-6.41562[/C][/ROW]
[ROW][C]64[/C][C]89.1[/C][C]88.7276[/C][C]82.875[/C][C]5.8526[/C][C]0.372401[/C][/ROW]
[ROW][C]65[/C][C]82.9[/C][C]88.3268[/C][C]86[/C][C]2.32682[/C][C]-5.42682[/C][/ROW]
[ROW][C]66[/C][C]100.1[/C][C]98.8497[/C][C]89.5417[/C][C]9.30807[/C][C]1.25027[/C][/ROW]
[ROW][C]67[/C][C]63.8[/C][C]76.9712[/C][C]92.0458[/C][C]-15.0746[/C][C]-13.1712[/C][/ROW]
[ROW][C]68[/C][C]87.6[/C][C]99.1134[/C][C]93.3083[/C][C]5.80507[/C][C]-11.5134[/C][/ROW]
[ROW][C]69[/C][C]96.5[/C][C]103.496[/C][C]94.8042[/C][C]8.69208[/C][C]-6.99624[/C][/ROW]
[ROW][C]70[/C][C]121.3[/C][C]107.812[/C][C]95.9833[/C][C]11.8286[/C][C]13.4881[/C][/ROW]
[ROW][C]71[/C][C]121.8[/C][C]99.0303[/C][C]97.1292[/C][C]1.90114[/C][C]22.7697[/C][/ROW]
[ROW][C]72[/C][C]111.5[/C][C]82.0293[/C][C]98.475[/C][C]-16.4457[/C][C]29.4707[/C][/ROW]
[ROW][C]73[/C][C]81.9[/C][C]84.5205[/C][C]99.6667[/C][C]-15.1462[/C][C]-2.62051[/C][/ROW]
[ROW][C]74[/C][C]85.7[/C][C]92.7739[/C][C]101.054[/C][C]-8.28023[/C][C]-7.07394[/C][/ROW]
[ROW][C]75[/C][C]106.8[/C][C]111.22[/C][C]101.987[/C][C]9.23229[/C][C]-4.41979[/C][/ROW]
[ROW][C]76[/C][C]94.7[/C][C]107.719[/C][C]101.867[/C][C]5.8526[/C][C]-13.0193[/C][/ROW]
[ROW][C]77[/C][C]104.8[/C][C]102.877[/C][C]100.55[/C][C]2.32682[/C][C]1.92318[/C][/ROW]
[ROW][C]78[/C][C]110.5[/C][C]108.175[/C][C]98.8667[/C][C]9.30807[/C][C]2.32527[/C][/ROW]
[ROW][C]79[/C][C]82[/C][C]83.2921[/C][C]98.3667[/C][C]-15.0746[/C][C]-1.29208[/C][/ROW]
[ROW][C]80[/C][C]102.7[/C][C]104.947[/C][C]99.1417[/C][C]5.80507[/C][C]-2.24673[/C][/ROW]
[ROW][C]81[/C][C]103.8[/C][C]108.709[/C][C]100.017[/C][C]8.69208[/C][C]-4.90874[/C][/ROW]
[ROW][C]82[/C][C]111.1[/C][C]112.704[/C][C]100.875[/C][C]11.8286[/C][C]-1.60359[/C][/ROW]
[ROW][C]83[/C][C]100.4[/C][C]103.339[/C][C]101.437[/C][C]1.90114[/C][C]-2.93864[/C][/ROW]
[ROW][C]84[/C][C]92.5[/C][C]85.2918[/C][C]101.738[/C][C]-16.4457[/C][C]7.20817[/C][/ROW]
[ROW][C]85[/C][C]88.9[/C][C]87.1663[/C][C]102.313[/C][C]-15.1462[/C][C]1.73366[/C][/ROW]
[ROW][C]86[/C][C]97.3[/C][C]95.2739[/C][C]103.554[/C][C]-8.28023[/C][C]2.02606[/C][/ROW]
[ROW][C]87[/C][C]116.2[/C][C]113.645[/C][C]104.412[/C][C]9.23229[/C][C]2.55521[/C][/ROW]
[ROW][C]88[/C][C]105.9[/C][C]110.248[/C][C]104.396[/C][C]5.8526[/C][C]-4.34843[/C][/ROW]
[ROW][C]89[/C][C]107.1[/C][C]106.989[/C][C]104.662[/C][C]2.32682[/C][C]0.110682[/C][/ROW]
[ROW][C]90[/C][C]115.4[/C][C]113.866[/C][C]104.558[/C][C]9.30807[/C][C]1.5336[/C][/ROW]
[ROW][C]91[/C][C]90.9[/C][C]90.1462[/C][C]105.221[/C][C]-15.0746[/C][C]0.753758[/C][/ROW]
[ROW][C]92[/C][C]123.6[/C][C]112.351[/C][C]106.546[/C][C]5.80507[/C][C]11.2491[/C][/ROW]
[ROW][C]93[/C][C]103.5[/C][C]115.971[/C][C]107.279[/C][C]8.69208[/C][C]-12.4712[/C][/ROW]
[ROW][C]94[/C][C]111[/C][C]120.383[/C][C]108.554[/C][C]11.8286[/C][C]-9.38276[/C][/ROW]
[ROW][C]95[/C][C]106.9[/C][C]111.526[/C][C]109.625[/C][C]1.90114[/C][C]-4.62614[/C][/ROW]
[ROW][C]96[/C][C]83.5[/C][C]93.6085[/C][C]110.054[/C][C]-16.4457[/C][C]-10.1085[/C][/ROW]
[ROW][C]97[/C][C]113.8[/C][C]95.6872[/C][C]110.833[/C][C]-15.1462[/C][C]18.1128[/C][/ROW]
[ROW][C]98[/C][C]104.2[/C][C]103.136[/C][C]111.417[/C][C]-8.28023[/C][C]1.06356[/C][/ROW]
[ROW][C]99[/C][C]126.9[/C][C]121.049[/C][C]111.817[/C][C]9.23229[/C][C]5.85105[/C][/ROW]
[ROW][C]100[/C][C]125.8[/C][C]118.219[/C][C]112.367[/C][C]5.8526[/C][C]7.58073[/C][/ROW]
[ROW][C]101[/C][C]112.9[/C][C]114.256[/C][C]111.929[/C][C]2.32682[/C][C]-1.35598[/C][/ROW]
[ROW][C]102[/C][C]119.9[/C][C]120.258[/C][C]110.95[/C][C]9.30807[/C][C]-0.358068[/C][/ROW]
[ROW][C]103[/C][C]105.1[/C][C]93.4379[/C][C]108.512[/C][C]-15.0746[/C][C]11.6621[/C][/ROW]
[ROW][C]104[/C][C]123.4[/C][C]111.418[/C][C]105.612[/C][C]5.80507[/C][C]11.9824[/C][/ROW]
[ROW][C]105[/C][C]113.3[/C][C]111.925[/C][C]103.233[/C][C]8.69208[/C][C]1.37459[/C][/ROW]
[ROW][C]106[/C][C]114.4[/C][C]112.141[/C][C]100.312[/C][C]11.8286[/C][C]2.25891[/C][/ROW]
[ROW][C]107[/C][C]93[/C][C]99.6803[/C][C]97.7792[/C][C]1.90114[/C][C]-6.68031[/C][/ROW]
[ROW][C]108[/C][C]73.9[/C][C]79.3377[/C][C]95.7833[/C][C]-16.4457[/C][C]-5.43766[/C][/ROW]
[ROW][C]109[/C][C]64.9[/C][C]78.5872[/C][C]93.7333[/C][C]-15.1462[/C][C]-13.6872[/C][/ROW]
[ROW][C]110[/C][C]83.5[/C][C]82.9823[/C][C]91.2625[/C][C]-8.28023[/C][C]0.517729[/C][/ROW]
[ROW][C]111[/C][C]90.5[/C][C]98.9365[/C][C]89.7042[/C][C]9.23229[/C][C]-8.43645[/C][/ROW]
[ROW][C]112[/C][C]92.1[/C][C]95.0401[/C][C]89.1875[/C][C]5.8526[/C][C]-2.9401[/C][/ROW]
[ROW][C]113[/C][C]85.8[/C][C]91.3643[/C][C]89.0375[/C][C]2.32682[/C][C]-5.56432[/C][/ROW]
[ROW][C]114[/C][C]99.1[/C][C]98.1622[/C][C]88.8542[/C][C]9.30807[/C][C]0.937766[/C][/ROW]
[ROW][C]115[/C][C]76.7[/C][C]73.2712[/C][C]88.3458[/C][C]-15.0746[/C][C]3.42876[/C][/ROW]
[ROW][C]116[/C][C]92.5[/C][C]93.5384[/C][C]87.7333[/C][C]5.80507[/C][C]-1.0384[/C][/ROW]
[ROW][C]117[/C][C]106.8[/C][C]96.9046[/C][C]88.2125[/C][C]8.69208[/C][C]9.89542[/C][/ROW]
[ROW][C]118[/C][C]108.5[/C][C]101.749[/C][C]89.9208[/C][C]11.8286[/C][C]6.75057[/C][/ROW]
[ROW][C]119[/C][C]95.3[/C][C]93.3678[/C][C]91.4667[/C][C]1.90114[/C][C]1.93219[/C][/ROW]
[ROW][C]120[/C][C]67.2[/C][C]76.9043[/C][C]93.35[/C][C]-16.4457[/C][C]-9.70433[/C][/ROW]
[ROW][C]121[/C][C]59.4[/C][C]79.8747[/C][C]95.0208[/C][C]-15.1462[/C][C]-20.4747[/C][/ROW]
[ROW][C]122[/C][C]74.3[/C][C]88.3114[/C][C]96.5917[/C][C]-8.28023[/C][C]-14.0114[/C][/ROW]
[ROW][C]123[/C][C]111.2[/C][C]107.161[/C][C]97.9292[/C][C]9.23229[/C][C]4.03855[/C][/ROW]
[ROW][C]124[/C][C]112.4[/C][C]104.144[/C][C]98.2917[/C][C]5.8526[/C][C]8.25573[/C][/ROW]
[ROW][C]125[/C][C]102.6[/C][C]101.381[/C][C]99.0542[/C][C]2.32682[/C][C]1.21902[/C][/ROW]
[ROW][C]126[/C][C]127.5[/C][C]109.158[/C][C]99.85[/C][C]9.30807[/C][C]18.3419[/C][/ROW]
[ROW][C]127[/C][C]88.4[/C][C]85.9796[/C][C]101.054[/C][C]-15.0746[/C][C]2.42042[/C][/ROW]
[ROW][C]128[/C][C]118.5[/C][C]109.093[/C][C]103.287[/C][C]5.80507[/C][C]9.40743[/C][/ROW]
[ROW][C]129[/C][C]112.9[/C][C]113.334[/C][C]104.642[/C][C]8.69208[/C][C]-0.433742[/C][/ROW]
[ROW][C]130[/C][C]111.1[/C][C]116.358[/C][C]104.529[/C][C]11.8286[/C][C]-5.25776[/C][/ROW]
[ROW][C]131[/C][C]111[/C][C]106.776[/C][C]104.875[/C][C]1.90114[/C][C]4.22386[/C][/ROW]
[ROW][C]132[/C][C]70.6[/C][C]88.4043[/C][C]104.85[/C][C]-16.4457[/C][C]-17.8043[/C][/ROW]
[ROW][C]133[/C][C]84.9[/C][C]88.3872[/C][C]103.533[/C][C]-15.1462[/C][C]-3.48717[/C][/ROW]
[ROW][C]134[/C][C]102.4[/C][C]94.6114[/C][C]102.892[/C][C]-8.28023[/C][C]7.78856[/C][/ROW]
[ROW][C]135[/C][C]115.6[/C][C]112.132[/C][C]102.9[/C][C]9.23229[/C][C]3.46771[/C][/ROW]
[ROW][C]136[/C][C]105.3[/C][C]108.598[/C][C]102.746[/C][C]5.8526[/C][C]-3.29843[/C][/ROW]
[ROW][C]137[/C][C]118[/C][C]104.677[/C][C]102.35[/C][C]2.32682[/C][C]13.3232[/C][/ROW]
[ROW][C]138[/C][C]111.5[/C][C]112.046[/C][C]102.738[/C][C]9.30807[/C][C]-0.545568[/C][/ROW]
[ROW][C]139[/C][C]72.8[/C][C]88.4296[/C][C]103.504[/C][C]-15.0746[/C][C]-15.6296[/C][/ROW]
[ROW][C]140[/C][C]118.7[/C][C]108.463[/C][C]102.658[/C][C]5.80507[/C][C]10.2366[/C][/ROW]
[ROW][C]141[/C][C]112.9[/C][C]110.196[/C][C]101.504[/C][C]8.69208[/C][C]2.70376[/C][/ROW]
[ROW][C]142[/C][C]107.4[/C][C]112.916[/C][C]101.087[/C][C]11.8286[/C][C]-5.51609[/C][/ROW]
[ROW][C]143[/C][C]105.2[/C][C]102.355[/C][C]100.454[/C][C]1.90114[/C][C]2.84469[/C][/ROW]
[ROW][C]144[/C][C]85.7[/C][C]83.6585[/C][C]100.104[/C][C]-16.4457[/C][C]2.0415[/C][/ROW]
[ROW][C]145[/C][C]88.2[/C][C]85.258[/C][C]100.404[/C][C]-15.1462[/C][C]2.94199[/C][/ROW]
[ROW][C]146[/C][C]78.8[/C][C]91.3864[/C][C]99.6667[/C][C]-8.28023[/C][C]-12.5864[/C][/ROW]
[ROW][C]147[/C][C]111.5[/C][C]107.332[/C][C]98.1[/C][C]9.23229[/C][C]4.16771[/C][/ROW]
[ROW][C]148[/C][C]99.4[/C][C]103.561[/C][C]97.7083[/C][C]5.8526[/C][C]-4.16093[/C][/ROW]
[ROW][C]149[/C][C]108.7[/C][C]99.831[/C][C]97.5042[/C][C]2.32682[/C][C]8.86902[/C][/ROW]
[ROW][C]150[/C][C]112.4[/C][C]105.662[/C][C]96.3542[/C][C]9.30807[/C][C]6.73777[/C][/ROW]
[ROW][C]151[/C][C]79.1[/C][C]79.6171[/C][C]94.6917[/C][C]-15.0746[/C][C]-0.517075[/C][/ROW]
[ROW][C]152[/C][C]94.7[/C][C]99.6092[/C][C]93.8042[/C][C]5.80507[/C][C]-4.90923[/C][/ROW]
[ROW][C]153[/C][C]99.3[/C][C]101.513[/C][C]92.8208[/C][C]8.69208[/C][C]-2.21291[/C][/ROW]
[ROW][C]154[/C][C]111.6[/C][C]103.562[/C][C]91.7333[/C][C]11.8286[/C][C]8.03807[/C][/ROW]
[ROW][C]155[/C][C]96.1[/C][C]93.3178[/C][C]91.4167[/C][C]1.90114[/C][C]2.78219[/C][/ROW]
[ROW][C]156[/C][C]67.2[/C][C]74.3627[/C][C]90.8083[/C][C]-16.4457[/C][C]-7.16266[/C][/ROW]
[ROW][C]157[/C][C]66.8[/C][C]75.5163[/C][C]90.6625[/C][C]-15.1462[/C][C]-8.71634[/C][/ROW]
[ROW][C]158[/C][C]78.9[/C][C]82.5031[/C][C]90.7833[/C][C]-8.28023[/C][C]-3.6031[/C][/ROW]
[ROW][C]159[/C][C]87.8[/C][C]99.7781[/C][C]90.5458[/C][C]9.23229[/C][C]-11.9781[/C][/ROW]
[ROW][C]160[/C][C]97[/C][C]96.0443[/C][C]90.1917[/C][C]5.8526[/C][C]0.955734[/C][/ROW]
[ROW][C]161[/C][C]103.5[/C][C]91.9185[/C][C]89.5917[/C][C]2.32682[/C][C]11.5815[/C][/ROW]
[ROW][C]162[/C][C]103[/C][C]98.8247[/C][C]89.5167[/C][C]9.30807[/C][C]4.17527[/C][/ROW]
[ROW][C]163[/C][C]85[/C][C]75.3046[/C][C]90.3792[/C][C]-15.0746[/C][C]9.69542[/C][/ROW]
[ROW][C]164[/C][C]91.7[/C][C]96.9009[/C][C]91.0958[/C][C]5.80507[/C][C]-5.2009[/C][/ROW]
[ROW][C]165[/C][C]96.6[/C][C]100.134[/C][C]91.4417[/C][C]8.69208[/C][C]-3.53374[/C][/ROW]
[ROW][C]166[/C][C]105.8[/C][C]103.483[/C][C]91.6542[/C][C]11.8286[/C][C]2.31724[/C][/ROW]
[ROW][C]167[/C][C]87.5[/C][C]93.0136[/C][C]91.1125[/C][C]1.90114[/C][C]-5.51364[/C][/ROW]
[ROW][C]168[/C][C]74[/C][C]73.5918[/C][C]90.0375[/C][C]-16.4457[/C][C]0.40817[/C][/ROW]
[ROW][C]169[/C][C]80.7[/C][C]74.0747[/C][C]89.2208[/C][C]-15.1462[/C][C]6.62533[/C][/ROW]
[ROW][C]170[/C][C]82.2[/C][C]80.3531[/C][C]88.6333[/C][C]-8.28023[/C][C]1.8469[/C][/ROW]
[ROW][C]171[/C][C]92.8[/C][C]97.5323[/C][C]88.3[/C][C]9.23229[/C][C]-4.73229[/C][/ROW]
[ROW][C]172[/C][C]97.1[/C][C]93.9359[/C][C]88.0833[/C][C]5.8526[/C][C]3.16407[/C][/ROW]
[ROW][C]173[/C][C]90.4[/C][C]90.0018[/C][C]87.675[/C][C]2.32682[/C][C]0.398182[/C][/ROW]
[ROW][C]174[/C][C]90.3[/C][C]96.6747[/C][C]87.3667[/C][C]9.30807[/C][C]-6.37473[/C][/ROW]
[ROW][C]175[/C][C]78.1[/C][C]72.9712[/C][C]88.0458[/C][C]-15.0746[/C][C]5.12876[/C][/ROW]
[ROW][C]176[/C][C]84.5[/C][C]94.7967[/C][C]88.9917[/C][C]5.80507[/C][C]-10.2967[/C][/ROW]
[ROW][C]177[/C][C]95.8[/C][C]98.7879[/C][C]90.0958[/C][C]8.69208[/C][C]-2.98791[/C][/ROW]
[ROW][C]178[/C][C]101.4[/C][C]103.016[/C][C]91.1875[/C][C]11.8286[/C][C]-1.61609[/C][/ROW]
[ROW][C]179[/C][C]82.1[/C][C]93.8261[/C][C]91.925[/C][C]1.90114[/C][C]-11.7261[/C][/ROW]
[ROW][C]180[/C][C]72[/C][C]77.2585[/C][C]93.7042[/C][C]-16.4457[/C][C]-5.2585[/C][/ROW]
[ROW][C]181[/C][C]99[/C][C]80.9413[/C][C]96.0875[/C][C]-15.1462[/C][C]18.0587[/C][/ROW]
[ROW][C]182[/C][C]86.6[/C][C]89.9073[/C][C]98.1875[/C][C]-8.28023[/C][C]-3.30727[/C][/ROW]
[ROW][C]183[/C][C]114.9[/C][C]109.082[/C][C]99.85[/C][C]9.23229[/C][C]5.81771[/C][/ROW]
[ROW][C]184[/C][C]101.2[/C][C]106.828[/C][C]100.975[/C][C]5.8526[/C][C]-5.6276[/C][/ROW]
[ROW][C]185[/C][C]104[/C][C]104.352[/C][C]102.025[/C][C]2.32682[/C][C]-0.351818[/C][/ROW]
[ROW][C]186[/C][C]119.4[/C][C]112.466[/C][C]103.158[/C][C]9.30807[/C][C]6.9336[/C][/ROW]
[ROW][C]187[/C][C]106.2[/C][C]87.9754[/C][C]103.05[/C][C]-15.0746[/C][C]18.2246[/C][/ROW]
[ROW][C]188[/C][C]106.8[/C][C]108.372[/C][C]102.567[/C][C]5.80507[/C][C]-1.57173[/C][/ROW]
[ROW][C]189[/C][C]113.4[/C][C]111.484[/C][C]102.792[/C][C]8.69208[/C][C]1.91626[/C][/ROW]
[ROW][C]190[/C][C]110.8[/C][C]115.216[/C][C]103.387[/C][C]11.8286[/C][C]-4.41609[/C][/ROW]
[ROW][C]191[/C][C]97.9[/C][C]105.605[/C][C]103.704[/C][C]1.90114[/C][C]-7.70531[/C][/ROW]
[ROW][C]192[/C][C]83.4[/C][C]86.7752[/C][C]103.221[/C][C]-16.4457[/C][C]-3.37516[/C][/ROW]
[ROW][C]193[/C][C]85[/C][C]86.083[/C][C]101.229[/C][C]-15.1462[/C][C]-1.08301[/C][/ROW]
[ROW][C]194[/C][C]89[/C][C]91.8531[/C][C]100.133[/C][C]-8.28023[/C][C]-2.8531[/C][/ROW]
[ROW][C]195[/C][C]117.9[/C][C]110.678[/C][C]101.446[/C][C]9.23229[/C][C]7.22188[/C][/ROW]
[ROW][C]196[/C][C]112.5[/C][C]108.369[/C][C]102.517[/C][C]5.8526[/C][C]4.13073[/C][/ROW]
[ROW][C]197[/C][C]100.3[/C][C]106.089[/C][C]103.762[/C][C]2.32682[/C][C]-5.78932[/C][/ROW]
[ROW][C]198[/C][C]111.5[/C][C]114.687[/C][C]105.379[/C][C]9.30807[/C][C]-3.18723[/C][/ROW]
[ROW][C]199[/C][C]66.3[/C][C]90.9171[/C][C]105.992[/C][C]-15.0746[/C][C]-24.6171[/C][/ROW]
[ROW][C]200[/C][C]120.4[/C][C]112.138[/C][C]106.333[/C][C]5.80507[/C][C]8.2616[/C][/ROW]
[ROW][C]201[/C][C]131.3[/C][C]115.692[/C][C]107[/C][C]8.69208[/C][C]15.6079[/C][/ROW]
[ROW][C]202[/C][C]118.6[/C][C]118.716[/C][C]106.888[/C][C]11.8286[/C][C]-0.116095[/C][/ROW]
[ROW][C]203[/C][C]120[/C][C]109.001[/C][C]107.1[/C][C]1.90114[/C][C]10.9989[/C][/ROW]
[ROW][C]204[/C][C]100.1[/C][C]91.6668[/C][C]108.112[/C][C]-16.4457[/C][C]8.43317[/C][/ROW]
[ROW][C]205[/C][C]83[/C][C]94.7622[/C][C]109.908[/C][C]-15.1462[/C][C]-11.7622[/C][/ROW]
[ROW][C]206[/C][C]99.2[/C][C]102.745[/C][C]111.025[/C][C]-8.28023[/C][C]-3.54477[/C][/ROW]
[ROW][C]207[/C][C]123.7[/C][C]NA[/C][C]NA[/C][C]9.23229[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]104[/C][C]NA[/C][C]NA[/C][C]5.8526[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]113.9[/C][C]NA[/C][C]NA[/C][C]2.32682[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]122.2[/C][C]NA[/C][C]NA[/C][C]9.30807[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]98.7[/C][C]NA[/C][C]NA[/C][C]-15.0746[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]114.8[/C][C]NA[/C][C]NA[/C][C]5.80507[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=310093&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310093&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	56.5	NA	NA	-15.1462	NA
2	69.4	NA	NA	-8.28023	NA
3	81	NA	NA	9.23229	NA
4	68	NA	NA	5.8526	NA
5	69.1	NA	NA	2.32682	NA
6	66.3	NA	NA	9.30807	NA
7	46.4	52.5254	67.6	-15.0746	-6.12541
8	71.6	73.6467	67.8417	5.80507	-2.04673
9	75.8	76.2879	67.5958	8.69208	-0.487908
10	78.7	79.3203	67.4917	11.8286	-0.620261
11	73.2	69.5053	67.6042	1.90114	3.69469
12	53.3	51.196	67.6417	-16.4457	2.104
13	60.3	52.958	68.1042	-15.1462	7.34199
14	71.4	60.1823	68.4625	-8.28023	11.2177
15	73.1	77.8031	68.5708	9.23229	-4.70312
16	73.4	74.4818	68.6292	5.8526	-1.08177
17	66.4	70.9602	68.6333	2.32682	-4.56015
18	69.9	78.3831	69.075	9.30807	-8.48307
19	53.9	54.9962	70.0708	-15.0746	-1.09624
20	72.7	76.8592	71.0542	5.80507	-4.15923
21	77.3	81.0254	72.3333	8.69208	-3.72541
22	78.6	85.8328	74.0042	11.8286	-7.23276
23	73.4	77.2595	75.3583	1.90114	-3.85948
24	63.7	59.9502	76.3958	-16.4457	3.74984
25	73.8	62.3872	77.5333	-15.1462	11.4128
26	81.5	70.3198	78.6	-8.28023	11.1802
27	93.7	88.7906	79.5583	9.23229	4.90938
28	92.9	86.6276	80.775	5.8526	6.2724
29	79.4	84.1977	81.8708	2.32682	-4.79765
30	81.8	91.6289	82.3208	9.30807	-9.8289
31	69.3	66.9046	81.9792	-15.0746	2.39542
32	82.9	87.5717	81.7667	5.80507	-4.67173
33	90.1	90.4087	81.7167	8.69208	-0.308742
34	95	92.9911	81.1625	11.8286	2.00891
35	83.3	82.8011	80.9	1.90114	0.498856
36	64.6	64.2168	80.6625	-16.4457	0.38317
37	64.7	65.1538	80.3	-15.1462	-0.45384
38	85.5	71.9448	80.225	-8.28023	13.5552
39	88.5	89.4948	80.2625	9.23229	-0.994787
40	84.8	86.1859	80.3333	5.8526	-1.38593
41	81.2	82.3852	80.0583	2.32682	-1.18515
42	74.3	89.0581	79.75	9.30807	-14.7581
43	68.1	64.5462	79.6208	-15.0746	3.55376
44	82.3	84.6759	78.8708	5.80507	-2.3759
45	91.6	87.1171	78.425	8.69208	4.48292
46	95.2	90.7161	78.8875	11.8286	4.48391
47	76.5	80.747	78.8458	1.90114	-4.24698
48	64	62.7877	79.2333	-16.4457	1.21234
49	62.2	64.8872	80.0333	-15.1462	-2.68717
50	70	71.9948	80.275	-8.28023	-1.99477
51	93.3	89.6281	80.3958	9.23229	3.67188
52	91.1	85.9484	80.0958	5.8526	5.15157
53	73.9	82.2727	79.9458	2.32682	-8.37265
54	90.9	89.5789	80.2708	9.30807	1.3211
55	70.7	65.4921	80.5667	-15.0746	5.20792
56	85.5	86.5842	80.7792	5.80507	-1.08423
57	91.3	89.1921	80.5	8.69208	2.10792
58	88.3	91.8619	80.0333	11.8286	-3.56193
59	79.8	82.2261	80.325	1.90114	-2.42614
60	68.5	64.6377	81.0833	-16.4457	3.86234
61	64.8	66.033	81.1792	-15.1462	-1.23301
62	72.5	72.6989	80.9792	-8.28023	-0.198938
63	84.1	90.5156	81.2833	9.23229	-6.41562
64	89.1	88.7276	82.875	5.8526	0.372401
65	82.9	88.3268	86	2.32682	-5.42682
66	100.1	98.8497	89.5417	9.30807	1.25027
67	63.8	76.9712	92.0458	-15.0746	-13.1712
68	87.6	99.1134	93.3083	5.80507	-11.5134
69	96.5	103.496	94.8042	8.69208	-6.99624
70	121.3	107.812	95.9833	11.8286	13.4881
71	121.8	99.0303	97.1292	1.90114	22.7697
72	111.5	82.0293	98.475	-16.4457	29.4707
73	81.9	84.5205	99.6667	-15.1462	-2.62051
74	85.7	92.7739	101.054	-8.28023	-7.07394
75	106.8	111.22	101.987	9.23229	-4.41979
76	94.7	107.719	101.867	5.8526	-13.0193
77	104.8	102.877	100.55	2.32682	1.92318
78	110.5	108.175	98.8667	9.30807	2.32527
79	82	83.2921	98.3667	-15.0746	-1.29208
80	102.7	104.947	99.1417	5.80507	-2.24673
81	103.8	108.709	100.017	8.69208	-4.90874
82	111.1	112.704	100.875	11.8286	-1.60359
83	100.4	103.339	101.437	1.90114	-2.93864
84	92.5	85.2918	101.738	-16.4457	7.20817
85	88.9	87.1663	102.313	-15.1462	1.73366
86	97.3	95.2739	103.554	-8.28023	2.02606
87	116.2	113.645	104.412	9.23229	2.55521
88	105.9	110.248	104.396	5.8526	-4.34843
89	107.1	106.989	104.662	2.32682	0.110682
90	115.4	113.866	104.558	9.30807	1.5336
91	90.9	90.1462	105.221	-15.0746	0.753758
92	123.6	112.351	106.546	5.80507	11.2491
93	103.5	115.971	107.279	8.69208	-12.4712
94	111	120.383	108.554	11.8286	-9.38276
95	106.9	111.526	109.625	1.90114	-4.62614
96	83.5	93.6085	110.054	-16.4457	-10.1085
97	113.8	95.6872	110.833	-15.1462	18.1128
98	104.2	103.136	111.417	-8.28023	1.06356
99	126.9	121.049	111.817	9.23229	5.85105
100	125.8	118.219	112.367	5.8526	7.58073
101	112.9	114.256	111.929	2.32682	-1.35598
102	119.9	120.258	110.95	9.30807	-0.358068
103	105.1	93.4379	108.512	-15.0746	11.6621
104	123.4	111.418	105.612	5.80507	11.9824
105	113.3	111.925	103.233	8.69208	1.37459
106	114.4	112.141	100.312	11.8286	2.25891
107	93	99.6803	97.7792	1.90114	-6.68031
108	73.9	79.3377	95.7833	-16.4457	-5.43766
109	64.9	78.5872	93.7333	-15.1462	-13.6872
110	83.5	82.9823	91.2625	-8.28023	0.517729
111	90.5	98.9365	89.7042	9.23229	-8.43645
112	92.1	95.0401	89.1875	5.8526	-2.9401
113	85.8	91.3643	89.0375	2.32682	-5.56432
114	99.1	98.1622	88.8542	9.30807	0.937766
115	76.7	73.2712	88.3458	-15.0746	3.42876
116	92.5	93.5384	87.7333	5.80507	-1.0384
117	106.8	96.9046	88.2125	8.69208	9.89542
118	108.5	101.749	89.9208	11.8286	6.75057
119	95.3	93.3678	91.4667	1.90114	1.93219
120	67.2	76.9043	93.35	-16.4457	-9.70433
121	59.4	79.8747	95.0208	-15.1462	-20.4747
122	74.3	88.3114	96.5917	-8.28023	-14.0114
123	111.2	107.161	97.9292	9.23229	4.03855
124	112.4	104.144	98.2917	5.8526	8.25573
125	102.6	101.381	99.0542	2.32682	1.21902
126	127.5	109.158	99.85	9.30807	18.3419
127	88.4	85.9796	101.054	-15.0746	2.42042
128	118.5	109.093	103.287	5.80507	9.40743
129	112.9	113.334	104.642	8.69208	-0.433742
130	111.1	116.358	104.529	11.8286	-5.25776
131	111	106.776	104.875	1.90114	4.22386
132	70.6	88.4043	104.85	-16.4457	-17.8043
133	84.9	88.3872	103.533	-15.1462	-3.48717
134	102.4	94.6114	102.892	-8.28023	7.78856
135	115.6	112.132	102.9	9.23229	3.46771
136	105.3	108.598	102.746	5.8526	-3.29843
137	118	104.677	102.35	2.32682	13.3232
138	111.5	112.046	102.738	9.30807	-0.545568
139	72.8	88.4296	103.504	-15.0746	-15.6296
140	118.7	108.463	102.658	5.80507	10.2366
141	112.9	110.196	101.504	8.69208	2.70376
142	107.4	112.916	101.087	11.8286	-5.51609
143	105.2	102.355	100.454	1.90114	2.84469
144	85.7	83.6585	100.104	-16.4457	2.0415
145	88.2	85.258	100.404	-15.1462	2.94199
146	78.8	91.3864	99.6667	-8.28023	-12.5864
147	111.5	107.332	98.1	9.23229	4.16771
148	99.4	103.561	97.7083	5.8526	-4.16093
149	108.7	99.831	97.5042	2.32682	8.86902
150	112.4	105.662	96.3542	9.30807	6.73777
151	79.1	79.6171	94.6917	-15.0746	-0.517075
152	94.7	99.6092	93.8042	5.80507	-4.90923
153	99.3	101.513	92.8208	8.69208	-2.21291
154	111.6	103.562	91.7333	11.8286	8.03807
155	96.1	93.3178	91.4167	1.90114	2.78219
156	67.2	74.3627	90.8083	-16.4457	-7.16266
157	66.8	75.5163	90.6625	-15.1462	-8.71634
158	78.9	82.5031	90.7833	-8.28023	-3.6031
159	87.8	99.7781	90.5458	9.23229	-11.9781
160	97	96.0443	90.1917	5.8526	0.955734
161	103.5	91.9185	89.5917	2.32682	11.5815
162	103	98.8247	89.5167	9.30807	4.17527
163	85	75.3046	90.3792	-15.0746	9.69542
164	91.7	96.9009	91.0958	5.80507	-5.2009
165	96.6	100.134	91.4417	8.69208	-3.53374
166	105.8	103.483	91.6542	11.8286	2.31724
167	87.5	93.0136	91.1125	1.90114	-5.51364
168	74	73.5918	90.0375	-16.4457	0.40817
169	80.7	74.0747	89.2208	-15.1462	6.62533
170	82.2	80.3531	88.6333	-8.28023	1.8469
171	92.8	97.5323	88.3	9.23229	-4.73229
172	97.1	93.9359	88.0833	5.8526	3.16407
173	90.4	90.0018	87.675	2.32682	0.398182
174	90.3	96.6747	87.3667	9.30807	-6.37473
175	78.1	72.9712	88.0458	-15.0746	5.12876
176	84.5	94.7967	88.9917	5.80507	-10.2967
177	95.8	98.7879	90.0958	8.69208	-2.98791
178	101.4	103.016	91.1875	11.8286	-1.61609
179	82.1	93.8261	91.925	1.90114	-11.7261
180	72	77.2585	93.7042	-16.4457	-5.2585
181	99	80.9413	96.0875	-15.1462	18.0587
182	86.6	89.9073	98.1875	-8.28023	-3.30727
183	114.9	109.082	99.85	9.23229	5.81771
184	101.2	106.828	100.975	5.8526	-5.6276
185	104	104.352	102.025	2.32682	-0.351818
186	119.4	112.466	103.158	9.30807	6.9336
187	106.2	87.9754	103.05	-15.0746	18.2246
188	106.8	108.372	102.567	5.80507	-1.57173
189	113.4	111.484	102.792	8.69208	1.91626
190	110.8	115.216	103.387	11.8286	-4.41609
191	97.9	105.605	103.704	1.90114	-7.70531
192	83.4	86.7752	103.221	-16.4457	-3.37516
193	85	86.083	101.229	-15.1462	-1.08301
194	89	91.8531	100.133	-8.28023	-2.8531
195	117.9	110.678	101.446	9.23229	7.22188
196	112.5	108.369	102.517	5.8526	4.13073
197	100.3	106.089	103.762	2.32682	-5.78932
198	111.5	114.687	105.379	9.30807	-3.18723
199	66.3	90.9171	105.992	-15.0746	-24.6171
200	120.4	112.138	106.333	5.80507	8.2616
201	131.3	115.692	107	8.69208	15.6079
202	118.6	118.716	106.888	11.8286	-0.116095
203	120	109.001	107.1	1.90114	10.9989
204	100.1	91.6668	108.112	-16.4457	8.43317
205	83	94.7622	109.908	-15.1462	-11.7622
206	99.2	102.745	111.025	-8.28023	-3.54477
207	123.7	NA	NA	9.23229	NA
208	104	NA	NA	5.8526	NA
209	113.9	NA	NA	2.32682	NA
210	122.2	NA	NA	9.30807	NA
211	98.7	NA	NA	-15.0746	NA
212	114.8	NA	NA	5.80507	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