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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Sat, 16 Dec 2017 11:29:44 +0100

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2017/Dec/16/t15134208230mvr0sndv6i5rlk.htm/, Retrieved Wed, 15 May 2024 23:22:25 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309842, Retrieved Wed, 15 May 2024 23:22:25 +0000

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101

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-       [Classical Decomposition] [CD1] [2017-12-16 10:29:44] [ec772448347bb766a411d58621b503be] [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=309842&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=309842&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309842&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	52	NA	NA	-6.38516	NA
2	54.9	NA	NA	-5.37192	NA
3	60.5	NA	NA	8.29269	NA
4	54.8	NA	NA	-1.78101	NA
5	60.1	NA	NA	-4.13752	NA
6	60.3	NA	NA	4.46717	NA
7	49.8	54.3168	58.575	-4.2582	-4.5168
8	53.8	54.2614	59.3208	-5.05942	-0.461409
9	64.8	66.2492	60.0208	6.22832	-1.44915
10	62	65.7737	60.7042	5.0695	-3.77366
11	65.2	61.8146	61.3167	0.497928	3.38541
12	60.1	64.5043	62.0667	2.43763	-4.4043
13	61.2	56.5107	62.8958	-6.38516	4.68933
14	63.6	58.1906	63.5625	-5.37192	5.40942
15	68.6	72.2344	63.9417	8.29269	-3.63436
16	63.1	62.6482	64.4292	-1.78101	0.451842
17	66.5	60.7958	64.9333	-4.13752	5.70419
18	71.9	69.5922	65.125	4.46717	2.30783
19	58.1	61.2001	65.4583	-4.2582	-3.10013
20	61.5	60.6989	65.7583	-5.05942	0.801091
21	66.2	72.1658	65.9375	6.22832	-5.96582
22	72.3	71.3237	66.2542	5.0695	0.976337
23	67	66.9688	66.4708	0.497928	0.0312385
24	62.9	68.7251	66.2875	2.43763	-5.82513
25	66.4	59.9732	66.3583	-6.38516	6.42683
26	65.6	61.2614	66.6333	-5.37192	4.33859
27	70.9	75.1094	66.8167	8.29269	-4.20936
28	68.4	65.2815	67.0625	-1.78101	3.11851
29	66.4	63.0125	67.15	-4.13752	3.38752
30	67.6	71.6963	67.2292	4.46717	-4.09634
31	64.1	63.2293	67.4875	-4.2582	0.870699
32	62.1	62.5406	67.6	-5.05942	-0.440575
33	70	73.8283	67.6	6.22832	-3.82832
34	74.4	72.8195	67.75	5.0695	1.5805
35	67	68.2146	67.7167	0.497928	-1.21459
36	64.8	70.1293	67.6917	2.43763	-5.3293
37	70.7	61.5482	67.9333	-6.38516	9.15183
38	64	62.8906	68.2625	-5.37192	1.10942
39	72.5	77.1052	68.8125	8.29269	-4.60519
40	70.4	67.6315	69.4125	-1.78101	2.76851
41	63.6	65.5916	69.7292	-4.13752	-1.99165
42	69.8	74.9672	70.5	4.46717	-5.16717
43	67.7	66.7293	70.9875	-4.2582	0.970699
44	66.4	66.0572	71.1167	-5.05942	0.342758
45	78.9	78.2367	72.0083	6.22832	0.663346
46	79.9	77.882	72.8125	5.0695	2.018
47	69.1	73.8354	73.3375	0.497928	-4.73543
48	81.2	76.6251	74.1875	2.43763	4.57487
49	66	68.6607	75.0458	-6.38516	-2.66067
50	71.8	70.2614	75.6333	-5.37192	1.53859
51	86.1	84.5344	76.2417	8.29269	1.56564
52	76.1	74.8648	76.6458	-1.78101	1.23518
53	70.5	73.0833	77.2208	-4.13752	-2.58331
54	83.3	82.6047	78.1375	4.46717	0.695332
55	74.8	74.7668	79.025	-4.2582	0.0331993
56	73.4	74.4447	79.5042	-5.05942	-1.04474
57	86.5	85.645	79.4167	6.22832	0.855013
58	82	84.4987	79.4292	5.0695	-2.49866
59	80.8	80.3063	79.8083	0.497928	0.493739
60	91.5	82.496	80.0583	2.43763	9.00403
61	77	73.5107	79.8958	-6.38516	3.48933
62	72.3	74.4572	79.8292	-5.37192	-2.15724
63	83.5	88.3927	80.1	8.29269	-4.89269
64	79	78.644	80.425	-1.78101	0.356009
65	76.7	76.5958	80.7333	-4.13752	0.104186
66	83.1	85.0463	80.5792	4.46717	-1.94634
67	71.1	76.096	80.3542	-4.2582	-4.99597
68	75.5	75.7072	80.7667	-5.05942	-0.207242
69	90.9	87.7075	81.4792	6.22832	3.19251
70	85.4	86.907	81.8375	5.0695	-1.507
71	84.8	82.5313	82.0333	0.497928	2.26874
72	83.8	84.8793	82.4417	2.43763	-1.0793
73	79.3	76.3773	82.7625	-6.38516	2.92266
74	79.9	77.7239	83.0958	-5.37192	2.17609
75	93	91.5927	83.3	8.29269	1.40731
76	78.1	81.9023	83.6833	-1.78101	-3.80232
77	82.3	80.1666	84.3042	-4.13752	2.13335
78	87.3	89.2005	84.7333	4.46717	-1.9005
79	74.6	80.746	85.0042	-4.2582	-6.14597
80	80	79.9364	84.9958	-5.05942	0.0635915
81	91.3	91.0367	84.8083	6.22832	0.263346
82	94.2	89.8695	84.8	5.0695	4.3305
83	90.9	85.4188	84.9208	0.497928	5.48124
84	88	87.5835	85.1458	2.43763	0.416533
85	81.6	79.3815	85.7667	-6.38516	2.21849
86	77.4	81.0072	86.3792	-5.37192	-3.60724
87	91	94.6635	86.3708	8.29269	-3.66352
88	79.9	84.3523	86.1333	-1.78101	-4.45232
89	83.4	81.8666	86.0042	-4.13752	1.53335
90	91.6	90.3713	85.9042	4.46717	1.22866
91	85.2	81.946	86.2042	-4.2582	3.25403
92	84.1	81.8656	86.925	-5.05942	2.23442
93	87	93.5867	87.3583	6.22832	-6.58665
94	92.8	92.982	87.9125	5.0695	-0.181997
95	89.2	89.0479	88.55	0.497928	0.152072
96	87.3	91.1668	88.7292	2.43763	-3.8668
97	89.5	82.6482	89.0333	-6.38516	6.85183
98	86.8	83.7531	89.125	-5.37192	3.04692
99	92	97.8844	89.5917	8.29269	-5.88436
100	92.2	88.694	90.475	-1.78101	3.50601
101	86.4	86.5958	90.7333	-4.13752	-0.195814
102	92.9	95.8547	91.3875	4.46717	-2.95467
103	91.2	87.4043	91.6625	-4.2582	3.7957
104	80.3	86.0822	91.1417	-5.05942	-5.78224
105	102	97.4617	91.2333	6.22832	4.53835
106	99	96.3195	91.25	5.0695	2.6805
107	89.2	91.4479	90.95	0.497928	-2.24793
108	103	93.3543	90.9167	2.43763	9.6457
109	80.4	84.4857	90.8708	-6.38516	-4.08567
110	83.4	85.4864	90.8583	-5.37192	-2.08641
111	97.6	98.9302	90.6375	8.29269	-1.33019
112	87	88.3648	90.1458	-1.78101	-1.36482
113	84.4	85.9208	90.0583	-4.13752	-1.52081
114	94.1	94.3672	89.9	4.46717	-0.267168
115	88.9	85.696	89.9542	-4.2582	3.20403
116	82.3	85.8947	90.9542	-5.05942	-3.59474
117	94.7	98.3658	92.1375	6.22832	-3.66582
118	94.5	97.8778	92.8083	5.0695	-3.37783
119	91.6	93.6896	93.1917	0.497928	-2.08959
120	96.8	96.4876	94.05	2.43763	0.312366
121	87.9	88.6482	95.0333	-6.38516	-0.748173
122	99.9	90.4864	95.8583	-5.37192	9.41359
123	109.5	105.047	96.7542	8.29269	4.45314
124	91.2	95.6398	97.4208	-1.78101	-4.43982
125	89.4	94.2041	98.3417	-4.13752	-4.80415
126	109.7	103.971	99.5042	4.46717	5.72866
127	96.9	96.0543	100.312	-4.2582	0.845699
128	94.1	95.6739	100.733	-5.05942	-1.57391
129	104.4	107.97	101.742	6.22832	-3.56999
130	100.8	108.236	103.167	5.0695	-7.43616
131	107.4	104.91	104.413	0.497928	2.48957
132	108.9	107.413	104.975	2.43763	1.48737
133	95.2	98.4773	104.862	-6.38516	-3.27734
134	102.7	100.282	105.654	-5.37192	2.41776
135	130.9	115.122	106.829	8.29269	15.7781
136	104	105.677	107.458	-1.78101	-1.67732
137	106.5	103.262	107.4	-4.13752	3.23752
138	106.1	111.28	106.812	4.46717	-5.17967
139	97.8	102.288	106.546	-4.2582	-4.48763
140	112.2	101.407	106.467	-5.05942	10.7928
141	114.5	112.266	106.038	6.22832	2.23418
142	105.8	110.419	105.35	5.0695	-4.6195
143	101	105.01	104.512	0.497928	-4.01043
144	101.2	106.475	104.038	2.43763	-5.27513
145	96.5	97.8982	104.283	-6.38516	-1.39817
146	99.5	98.8947	104.267	-5.37192	0.605258
147	123.8	112.193	103.9	8.29269	11.6073
148	94.6	102.419	104.2	-1.78101	-7.81899
149	95.8	100.767	104.904	-4.13752	-4.96665
150	105.4	109.809	105.342	4.46717	-4.40884
151	104.4	101.442	105.7	-4.2582	2.9582
152	105.2	100.832	105.892	-5.05942	4.36776
153	112.7	111.828	105.6	6.22832	0.87168
154	114.8	111.278	106.208	5.0695	3.52217
155	108.9	108.135	107.637	0.497928	0.764572
156	103.8	111.133	108.696	2.43763	-7.33347
157	102.5	103.302	109.687	-6.38516	-0.80234
158	98.1	104.803	110.175	-5.37192	-6.70308
159	118.2	118.468	110.175	8.29269	-0.267689
160	114.8	108.802	110.583	-1.78101	5.99768
161	109.9	107.133	111.271	-4.13752	2.76669
162	116.7	116.48	112.012	4.46717	0.220332
163	116.9	108.196	112.454	-4.2582	8.70403
164	104.4	108.016	113.075	-5.05942	-3.61558
165	113.5	120.032	113.804	6.22832	-6.53249
166	123.8	119.244	114.175	5.0695	4.5555
167	116.4	115.252	114.754	0.497928	1.14791
168	114.1	118.092	115.654	2.43763	-3.9918
169	102.8	109.59	115.975	-6.38516	-6.78984
170	112.7	110.395	115.767	-5.37192	2.30526
171	121.1	125.105	116.812	8.29269	-4.00519
172	120.8	116.431	118.212	-1.78101	4.36851
173	117.8	114.758	118.896	-4.13752	3.04169
174	130.4	124.013	119.546	4.46717	6.387
175	110.9	115.958	120.217	-4.2582	-5.05847
176	105.4	114.995	120.054	-5.05942	-9.59474
177	137.6	126.128	119.9	6.22832	11.4717
178	133.3	125.278	120.208	5.0695	8.02217
179	123.3	120.377	119.879	0.497928	2.92291
180	122.8	121.629	119.192	2.43763	1.1707
181	110.2	112.527	118.913	-6.38516	-2.32734
182	101.4	114.066	119.438	-5.37192	-12.6656
183	128.7	127.897	119.604	8.29269	0.803144
184	120.6	117.306	119.088	-1.78101	3.29351
185	110.1	114.729	118.867	-4.13752	-4.62915
186	121.6	123.276	118.808	4.46717	-1.6755
187	113	114.396	118.654	-4.2582	-1.39597
188	115.9	114.003	119.062	-5.05942	1.89692
189	131.1	125.807	119.579	6.22832	5.29251
190	127.4	124.715	119.646	5.0695	2.68467
191	123.9	120.548	120.05	0.497928	3.35207
192	120.8	123.663	121.225	2.43763	-2.86263
193	108.5	116.24	122.625	-6.38516	-7.73984
194	112.9	118.361	123.733	-5.37192	-5.46141
195	129.6	132.764	124.471	8.29269	-3.16352
196	121.3	122.881	124.662	-1.78101	-1.58149
197	119.1	120.358	124.496	-4.13752	-1.25831
198	140.8	129.813	125.346	4.46717	10.987
199	127.4	122.379	126.637	-4.2582	5.0207
200	128.1	122.328	127.388	-5.05942	5.77192
201	136.6	134.428	128.2	6.22832	2.17168
202	126.5	133.519	128.45	5.0695	-7.0195
203	120.8	129.035	128.537	0.497928	-8.23543
204	144.3	130.988	128.55	2.43763	13.3124
205	116	121.965	128.35	-6.38516	-5.96484
206	123.4	123.124	128.496	-5.37192	0.276091
207	138.6	NA	NA	8.29269	NA
208	118.3	NA	NA	-1.78101	NA
209	124.2	NA	NA	-4.13752	NA
210	136	NA	NA	4.46717	NA
211	127.4	NA	NA	-4.2582	NA
212	131.6	NA	NA	-5.05942	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 52 & NA & NA & -6.38516 & NA \tabularnewline
2 & 54.9 & NA & NA & -5.37192 & NA \tabularnewline
3 & 60.5 & NA & NA & 8.29269 & NA \tabularnewline
4 & 54.8 & NA & NA & -1.78101 & NA \tabularnewline
5 & 60.1 & NA & NA & -4.13752 & NA \tabularnewline
6 & 60.3 & NA & NA & 4.46717 & NA \tabularnewline
7 & 49.8 & 54.3168 & 58.575 & -4.2582 & -4.5168 \tabularnewline
8 & 53.8 & 54.2614 & 59.3208 & -5.05942 & -0.461409 \tabularnewline
9 & 64.8 & 66.2492 & 60.0208 & 6.22832 & -1.44915 \tabularnewline
10 & 62 & 65.7737 & 60.7042 & 5.0695 & -3.77366 \tabularnewline
11 & 65.2 & 61.8146 & 61.3167 & 0.497928 & 3.38541 \tabularnewline
12 & 60.1 & 64.5043 & 62.0667 & 2.43763 & -4.4043 \tabularnewline
13 & 61.2 & 56.5107 & 62.8958 & -6.38516 & 4.68933 \tabularnewline
14 & 63.6 & 58.1906 & 63.5625 & -5.37192 & 5.40942 \tabularnewline
15 & 68.6 & 72.2344 & 63.9417 & 8.29269 & -3.63436 \tabularnewline
16 & 63.1 & 62.6482 & 64.4292 & -1.78101 & 0.451842 \tabularnewline
17 & 66.5 & 60.7958 & 64.9333 & -4.13752 & 5.70419 \tabularnewline
18 & 71.9 & 69.5922 & 65.125 & 4.46717 & 2.30783 \tabularnewline
19 & 58.1 & 61.2001 & 65.4583 & -4.2582 & -3.10013 \tabularnewline
20 & 61.5 & 60.6989 & 65.7583 & -5.05942 & 0.801091 \tabularnewline
21 & 66.2 & 72.1658 & 65.9375 & 6.22832 & -5.96582 \tabularnewline
22 & 72.3 & 71.3237 & 66.2542 & 5.0695 & 0.976337 \tabularnewline
23 & 67 & 66.9688 & 66.4708 & 0.497928 & 0.0312385 \tabularnewline
24 & 62.9 & 68.7251 & 66.2875 & 2.43763 & -5.82513 \tabularnewline
25 & 66.4 & 59.9732 & 66.3583 & -6.38516 & 6.42683 \tabularnewline
26 & 65.6 & 61.2614 & 66.6333 & -5.37192 & 4.33859 \tabularnewline
27 & 70.9 & 75.1094 & 66.8167 & 8.29269 & -4.20936 \tabularnewline
28 & 68.4 & 65.2815 & 67.0625 & -1.78101 & 3.11851 \tabularnewline
29 & 66.4 & 63.0125 & 67.15 & -4.13752 & 3.38752 \tabularnewline
30 & 67.6 & 71.6963 & 67.2292 & 4.46717 & -4.09634 \tabularnewline
31 & 64.1 & 63.2293 & 67.4875 & -4.2582 & 0.870699 \tabularnewline
32 & 62.1 & 62.5406 & 67.6 & -5.05942 & -0.440575 \tabularnewline
33 & 70 & 73.8283 & 67.6 & 6.22832 & -3.82832 \tabularnewline
34 & 74.4 & 72.8195 & 67.75 & 5.0695 & 1.5805 \tabularnewline
35 & 67 & 68.2146 & 67.7167 & 0.497928 & -1.21459 \tabularnewline
36 & 64.8 & 70.1293 & 67.6917 & 2.43763 & -5.3293 \tabularnewline
37 & 70.7 & 61.5482 & 67.9333 & -6.38516 & 9.15183 \tabularnewline
38 & 64 & 62.8906 & 68.2625 & -5.37192 & 1.10942 \tabularnewline
39 & 72.5 & 77.1052 & 68.8125 & 8.29269 & -4.60519 \tabularnewline
40 & 70.4 & 67.6315 & 69.4125 & -1.78101 & 2.76851 \tabularnewline
41 & 63.6 & 65.5916 & 69.7292 & -4.13752 & -1.99165 \tabularnewline
42 & 69.8 & 74.9672 & 70.5 & 4.46717 & -5.16717 \tabularnewline
43 & 67.7 & 66.7293 & 70.9875 & -4.2582 & 0.970699 \tabularnewline
44 & 66.4 & 66.0572 & 71.1167 & -5.05942 & 0.342758 \tabularnewline
45 & 78.9 & 78.2367 & 72.0083 & 6.22832 & 0.663346 \tabularnewline
46 & 79.9 & 77.882 & 72.8125 & 5.0695 & 2.018 \tabularnewline
47 & 69.1 & 73.8354 & 73.3375 & 0.497928 & -4.73543 \tabularnewline
48 & 81.2 & 76.6251 & 74.1875 & 2.43763 & 4.57487 \tabularnewline
49 & 66 & 68.6607 & 75.0458 & -6.38516 & -2.66067 \tabularnewline
50 & 71.8 & 70.2614 & 75.6333 & -5.37192 & 1.53859 \tabularnewline
51 & 86.1 & 84.5344 & 76.2417 & 8.29269 & 1.56564 \tabularnewline
52 & 76.1 & 74.8648 & 76.6458 & -1.78101 & 1.23518 \tabularnewline
53 & 70.5 & 73.0833 & 77.2208 & -4.13752 & -2.58331 \tabularnewline
54 & 83.3 & 82.6047 & 78.1375 & 4.46717 & 0.695332 \tabularnewline
55 & 74.8 & 74.7668 & 79.025 & -4.2582 & 0.0331993 \tabularnewline
56 & 73.4 & 74.4447 & 79.5042 & -5.05942 & -1.04474 \tabularnewline
57 & 86.5 & 85.645 & 79.4167 & 6.22832 & 0.855013 \tabularnewline
58 & 82 & 84.4987 & 79.4292 & 5.0695 & -2.49866 \tabularnewline
59 & 80.8 & 80.3063 & 79.8083 & 0.497928 & 0.493739 \tabularnewline
60 & 91.5 & 82.496 & 80.0583 & 2.43763 & 9.00403 \tabularnewline
61 & 77 & 73.5107 & 79.8958 & -6.38516 & 3.48933 \tabularnewline
62 & 72.3 & 74.4572 & 79.8292 & -5.37192 & -2.15724 \tabularnewline
63 & 83.5 & 88.3927 & 80.1 & 8.29269 & -4.89269 \tabularnewline
64 & 79 & 78.644 & 80.425 & -1.78101 & 0.356009 \tabularnewline
65 & 76.7 & 76.5958 & 80.7333 & -4.13752 & 0.104186 \tabularnewline
66 & 83.1 & 85.0463 & 80.5792 & 4.46717 & -1.94634 \tabularnewline
67 & 71.1 & 76.096 & 80.3542 & -4.2582 & -4.99597 \tabularnewline
68 & 75.5 & 75.7072 & 80.7667 & -5.05942 & -0.207242 \tabularnewline
69 & 90.9 & 87.7075 & 81.4792 & 6.22832 & 3.19251 \tabularnewline
70 & 85.4 & 86.907 & 81.8375 & 5.0695 & -1.507 \tabularnewline
71 & 84.8 & 82.5313 & 82.0333 & 0.497928 & 2.26874 \tabularnewline
72 & 83.8 & 84.8793 & 82.4417 & 2.43763 & -1.0793 \tabularnewline
73 & 79.3 & 76.3773 & 82.7625 & -6.38516 & 2.92266 \tabularnewline
74 & 79.9 & 77.7239 & 83.0958 & -5.37192 & 2.17609 \tabularnewline
75 & 93 & 91.5927 & 83.3 & 8.29269 & 1.40731 \tabularnewline
76 & 78.1 & 81.9023 & 83.6833 & -1.78101 & -3.80232 \tabularnewline
77 & 82.3 & 80.1666 & 84.3042 & -4.13752 & 2.13335 \tabularnewline
78 & 87.3 & 89.2005 & 84.7333 & 4.46717 & -1.9005 \tabularnewline
79 & 74.6 & 80.746 & 85.0042 & -4.2582 & -6.14597 \tabularnewline
80 & 80 & 79.9364 & 84.9958 & -5.05942 & 0.0635915 \tabularnewline
81 & 91.3 & 91.0367 & 84.8083 & 6.22832 & 0.263346 \tabularnewline
82 & 94.2 & 89.8695 & 84.8 & 5.0695 & 4.3305 \tabularnewline
83 & 90.9 & 85.4188 & 84.9208 & 0.497928 & 5.48124 \tabularnewline
84 & 88 & 87.5835 & 85.1458 & 2.43763 & 0.416533 \tabularnewline
85 & 81.6 & 79.3815 & 85.7667 & -6.38516 & 2.21849 \tabularnewline
86 & 77.4 & 81.0072 & 86.3792 & -5.37192 & -3.60724 \tabularnewline
87 & 91 & 94.6635 & 86.3708 & 8.29269 & -3.66352 \tabularnewline
88 & 79.9 & 84.3523 & 86.1333 & -1.78101 & -4.45232 \tabularnewline
89 & 83.4 & 81.8666 & 86.0042 & -4.13752 & 1.53335 \tabularnewline
90 & 91.6 & 90.3713 & 85.9042 & 4.46717 & 1.22866 \tabularnewline
91 & 85.2 & 81.946 & 86.2042 & -4.2582 & 3.25403 \tabularnewline
92 & 84.1 & 81.8656 & 86.925 & -5.05942 & 2.23442 \tabularnewline
93 & 87 & 93.5867 & 87.3583 & 6.22832 & -6.58665 \tabularnewline
94 & 92.8 & 92.982 & 87.9125 & 5.0695 & -0.181997 \tabularnewline
95 & 89.2 & 89.0479 & 88.55 & 0.497928 & 0.152072 \tabularnewline
96 & 87.3 & 91.1668 & 88.7292 & 2.43763 & -3.8668 \tabularnewline
97 & 89.5 & 82.6482 & 89.0333 & -6.38516 & 6.85183 \tabularnewline
98 & 86.8 & 83.7531 & 89.125 & -5.37192 & 3.04692 \tabularnewline
99 & 92 & 97.8844 & 89.5917 & 8.29269 & -5.88436 \tabularnewline
100 & 92.2 & 88.694 & 90.475 & -1.78101 & 3.50601 \tabularnewline
101 & 86.4 & 86.5958 & 90.7333 & -4.13752 & -0.195814 \tabularnewline
102 & 92.9 & 95.8547 & 91.3875 & 4.46717 & -2.95467 \tabularnewline
103 & 91.2 & 87.4043 & 91.6625 & -4.2582 & 3.7957 \tabularnewline
104 & 80.3 & 86.0822 & 91.1417 & -5.05942 & -5.78224 \tabularnewline
105 & 102 & 97.4617 & 91.2333 & 6.22832 & 4.53835 \tabularnewline
106 & 99 & 96.3195 & 91.25 & 5.0695 & 2.6805 \tabularnewline
107 & 89.2 & 91.4479 & 90.95 & 0.497928 & -2.24793 \tabularnewline
108 & 103 & 93.3543 & 90.9167 & 2.43763 & 9.6457 \tabularnewline
109 & 80.4 & 84.4857 & 90.8708 & -6.38516 & -4.08567 \tabularnewline
110 & 83.4 & 85.4864 & 90.8583 & -5.37192 & -2.08641 \tabularnewline
111 & 97.6 & 98.9302 & 90.6375 & 8.29269 & -1.33019 \tabularnewline
112 & 87 & 88.3648 & 90.1458 & -1.78101 & -1.36482 \tabularnewline
113 & 84.4 & 85.9208 & 90.0583 & -4.13752 & -1.52081 \tabularnewline
114 & 94.1 & 94.3672 & 89.9 & 4.46717 & -0.267168 \tabularnewline
115 & 88.9 & 85.696 & 89.9542 & -4.2582 & 3.20403 \tabularnewline
116 & 82.3 & 85.8947 & 90.9542 & -5.05942 & -3.59474 \tabularnewline
117 & 94.7 & 98.3658 & 92.1375 & 6.22832 & -3.66582 \tabularnewline
118 & 94.5 & 97.8778 & 92.8083 & 5.0695 & -3.37783 \tabularnewline
119 & 91.6 & 93.6896 & 93.1917 & 0.497928 & -2.08959 \tabularnewline
120 & 96.8 & 96.4876 & 94.05 & 2.43763 & 0.312366 \tabularnewline
121 & 87.9 & 88.6482 & 95.0333 & -6.38516 & -0.748173 \tabularnewline
122 & 99.9 & 90.4864 & 95.8583 & -5.37192 & 9.41359 \tabularnewline
123 & 109.5 & 105.047 & 96.7542 & 8.29269 & 4.45314 \tabularnewline
124 & 91.2 & 95.6398 & 97.4208 & -1.78101 & -4.43982 \tabularnewline
125 & 89.4 & 94.2041 & 98.3417 & -4.13752 & -4.80415 \tabularnewline
126 & 109.7 & 103.971 & 99.5042 & 4.46717 & 5.72866 \tabularnewline
127 & 96.9 & 96.0543 & 100.312 & -4.2582 & 0.845699 \tabularnewline
128 & 94.1 & 95.6739 & 100.733 & -5.05942 & -1.57391 \tabularnewline
129 & 104.4 & 107.97 & 101.742 & 6.22832 & -3.56999 \tabularnewline
130 & 100.8 & 108.236 & 103.167 & 5.0695 & -7.43616 \tabularnewline
131 & 107.4 & 104.91 & 104.413 & 0.497928 & 2.48957 \tabularnewline
132 & 108.9 & 107.413 & 104.975 & 2.43763 & 1.48737 \tabularnewline
133 & 95.2 & 98.4773 & 104.862 & -6.38516 & -3.27734 \tabularnewline
134 & 102.7 & 100.282 & 105.654 & -5.37192 & 2.41776 \tabularnewline
135 & 130.9 & 115.122 & 106.829 & 8.29269 & 15.7781 \tabularnewline
136 & 104 & 105.677 & 107.458 & -1.78101 & -1.67732 \tabularnewline
137 & 106.5 & 103.262 & 107.4 & -4.13752 & 3.23752 \tabularnewline
138 & 106.1 & 111.28 & 106.812 & 4.46717 & -5.17967 \tabularnewline
139 & 97.8 & 102.288 & 106.546 & -4.2582 & -4.48763 \tabularnewline
140 & 112.2 & 101.407 & 106.467 & -5.05942 & 10.7928 \tabularnewline
141 & 114.5 & 112.266 & 106.038 & 6.22832 & 2.23418 \tabularnewline
142 & 105.8 & 110.419 & 105.35 & 5.0695 & -4.6195 \tabularnewline
143 & 101 & 105.01 & 104.512 & 0.497928 & -4.01043 \tabularnewline
144 & 101.2 & 106.475 & 104.038 & 2.43763 & -5.27513 \tabularnewline
145 & 96.5 & 97.8982 & 104.283 & -6.38516 & -1.39817 \tabularnewline
146 & 99.5 & 98.8947 & 104.267 & -5.37192 & 0.605258 \tabularnewline
147 & 123.8 & 112.193 & 103.9 & 8.29269 & 11.6073 \tabularnewline
148 & 94.6 & 102.419 & 104.2 & -1.78101 & -7.81899 \tabularnewline
149 & 95.8 & 100.767 & 104.904 & -4.13752 & -4.96665 \tabularnewline
150 & 105.4 & 109.809 & 105.342 & 4.46717 & -4.40884 \tabularnewline
151 & 104.4 & 101.442 & 105.7 & -4.2582 & 2.9582 \tabularnewline
152 & 105.2 & 100.832 & 105.892 & -5.05942 & 4.36776 \tabularnewline
153 & 112.7 & 111.828 & 105.6 & 6.22832 & 0.87168 \tabularnewline
154 & 114.8 & 111.278 & 106.208 & 5.0695 & 3.52217 \tabularnewline
155 & 108.9 & 108.135 & 107.637 & 0.497928 & 0.764572 \tabularnewline
156 & 103.8 & 111.133 & 108.696 & 2.43763 & -7.33347 \tabularnewline
157 & 102.5 & 103.302 & 109.687 & -6.38516 & -0.80234 \tabularnewline
158 & 98.1 & 104.803 & 110.175 & -5.37192 & -6.70308 \tabularnewline
159 & 118.2 & 118.468 & 110.175 & 8.29269 & -0.267689 \tabularnewline
160 & 114.8 & 108.802 & 110.583 & -1.78101 & 5.99768 \tabularnewline
161 & 109.9 & 107.133 & 111.271 & -4.13752 & 2.76669 \tabularnewline
162 & 116.7 & 116.48 & 112.012 & 4.46717 & 0.220332 \tabularnewline
163 & 116.9 & 108.196 & 112.454 & -4.2582 & 8.70403 \tabularnewline
164 & 104.4 & 108.016 & 113.075 & -5.05942 & -3.61558 \tabularnewline
165 & 113.5 & 120.032 & 113.804 & 6.22832 & -6.53249 \tabularnewline
166 & 123.8 & 119.244 & 114.175 & 5.0695 & 4.5555 \tabularnewline
167 & 116.4 & 115.252 & 114.754 & 0.497928 & 1.14791 \tabularnewline
168 & 114.1 & 118.092 & 115.654 & 2.43763 & -3.9918 \tabularnewline
169 & 102.8 & 109.59 & 115.975 & -6.38516 & -6.78984 \tabularnewline
170 & 112.7 & 110.395 & 115.767 & -5.37192 & 2.30526 \tabularnewline
171 & 121.1 & 125.105 & 116.812 & 8.29269 & -4.00519 \tabularnewline
172 & 120.8 & 116.431 & 118.212 & -1.78101 & 4.36851 \tabularnewline
173 & 117.8 & 114.758 & 118.896 & -4.13752 & 3.04169 \tabularnewline
174 & 130.4 & 124.013 & 119.546 & 4.46717 & 6.387 \tabularnewline
175 & 110.9 & 115.958 & 120.217 & -4.2582 & -5.05847 \tabularnewline
176 & 105.4 & 114.995 & 120.054 & -5.05942 & -9.59474 \tabularnewline
177 & 137.6 & 126.128 & 119.9 & 6.22832 & 11.4717 \tabularnewline
178 & 133.3 & 125.278 & 120.208 & 5.0695 & 8.02217 \tabularnewline
179 & 123.3 & 120.377 & 119.879 & 0.497928 & 2.92291 \tabularnewline
180 & 122.8 & 121.629 & 119.192 & 2.43763 & 1.1707 \tabularnewline
181 & 110.2 & 112.527 & 118.913 & -6.38516 & -2.32734 \tabularnewline
182 & 101.4 & 114.066 & 119.438 & -5.37192 & -12.6656 \tabularnewline
183 & 128.7 & 127.897 & 119.604 & 8.29269 & 0.803144 \tabularnewline
184 & 120.6 & 117.306 & 119.088 & -1.78101 & 3.29351 \tabularnewline
185 & 110.1 & 114.729 & 118.867 & -4.13752 & -4.62915 \tabularnewline
186 & 121.6 & 123.276 & 118.808 & 4.46717 & -1.6755 \tabularnewline
187 & 113 & 114.396 & 118.654 & -4.2582 & -1.39597 \tabularnewline
188 & 115.9 & 114.003 & 119.062 & -5.05942 & 1.89692 \tabularnewline
189 & 131.1 & 125.807 & 119.579 & 6.22832 & 5.29251 \tabularnewline
190 & 127.4 & 124.715 & 119.646 & 5.0695 & 2.68467 \tabularnewline
191 & 123.9 & 120.548 & 120.05 & 0.497928 & 3.35207 \tabularnewline
192 & 120.8 & 123.663 & 121.225 & 2.43763 & -2.86263 \tabularnewline
193 & 108.5 & 116.24 & 122.625 & -6.38516 & -7.73984 \tabularnewline
194 & 112.9 & 118.361 & 123.733 & -5.37192 & -5.46141 \tabularnewline
195 & 129.6 & 132.764 & 124.471 & 8.29269 & -3.16352 \tabularnewline
196 & 121.3 & 122.881 & 124.662 & -1.78101 & -1.58149 \tabularnewline
197 & 119.1 & 120.358 & 124.496 & -4.13752 & -1.25831 \tabularnewline
198 & 140.8 & 129.813 & 125.346 & 4.46717 & 10.987 \tabularnewline
199 & 127.4 & 122.379 & 126.637 & -4.2582 & 5.0207 \tabularnewline
200 & 128.1 & 122.328 & 127.388 & -5.05942 & 5.77192 \tabularnewline
201 & 136.6 & 134.428 & 128.2 & 6.22832 & 2.17168 \tabularnewline
202 & 126.5 & 133.519 & 128.45 & 5.0695 & -7.0195 \tabularnewline
203 & 120.8 & 129.035 & 128.537 & 0.497928 & -8.23543 \tabularnewline
204 & 144.3 & 130.988 & 128.55 & 2.43763 & 13.3124 \tabularnewline
205 & 116 & 121.965 & 128.35 & -6.38516 & -5.96484 \tabularnewline
206 & 123.4 & 123.124 & 128.496 & -5.37192 & 0.276091 \tabularnewline
207 & 138.6 & NA & NA & 8.29269 & NA \tabularnewline
208 & 118.3 & NA & NA & -1.78101 & NA \tabularnewline
209 & 124.2 & NA & NA & -4.13752 & NA \tabularnewline
210 & 136 & NA & NA & 4.46717 & NA \tabularnewline
211 & 127.4 & NA & NA & -4.2582 & NA \tabularnewline
212 & 131.6 & NA & NA & -5.05942 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309842&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]52[/C][C]NA[/C][C]NA[/C][C]-6.38516[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]54.9[/C][C]NA[/C][C]NA[/C][C]-5.37192[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]60.5[/C][C]NA[/C][C]NA[/C][C]8.29269[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]54.8[/C][C]NA[/C][C]NA[/C][C]-1.78101[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]60.1[/C][C]NA[/C][C]NA[/C][C]-4.13752[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]60.3[/C][C]NA[/C][C]NA[/C][C]4.46717[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]49.8[/C][C]54.3168[/C][C]58.575[/C][C]-4.2582[/C][C]-4.5168[/C][/ROW]
[ROW][C]8[/C][C]53.8[/C][C]54.2614[/C][C]59.3208[/C][C]-5.05942[/C][C]-0.461409[/C][/ROW]
[ROW][C]9[/C][C]64.8[/C][C]66.2492[/C][C]60.0208[/C][C]6.22832[/C][C]-1.44915[/C][/ROW]
[ROW][C]10[/C][C]62[/C][C]65.7737[/C][C]60.7042[/C][C]5.0695[/C][C]-3.77366[/C][/ROW]
[ROW][C]11[/C][C]65.2[/C][C]61.8146[/C][C]61.3167[/C][C]0.497928[/C][C]3.38541[/C][/ROW]
[ROW][C]12[/C][C]60.1[/C][C]64.5043[/C][C]62.0667[/C][C]2.43763[/C][C]-4.4043[/C][/ROW]
[ROW][C]13[/C][C]61.2[/C][C]56.5107[/C][C]62.8958[/C][C]-6.38516[/C][C]4.68933[/C][/ROW]
[ROW][C]14[/C][C]63.6[/C][C]58.1906[/C][C]63.5625[/C][C]-5.37192[/C][C]5.40942[/C][/ROW]
[ROW][C]15[/C][C]68.6[/C][C]72.2344[/C][C]63.9417[/C][C]8.29269[/C][C]-3.63436[/C][/ROW]
[ROW][C]16[/C][C]63.1[/C][C]62.6482[/C][C]64.4292[/C][C]-1.78101[/C][C]0.451842[/C][/ROW]
[ROW][C]17[/C][C]66.5[/C][C]60.7958[/C][C]64.9333[/C][C]-4.13752[/C][C]5.70419[/C][/ROW]
[ROW][C]18[/C][C]71.9[/C][C]69.5922[/C][C]65.125[/C][C]4.46717[/C][C]2.30783[/C][/ROW]
[ROW][C]19[/C][C]58.1[/C][C]61.2001[/C][C]65.4583[/C][C]-4.2582[/C][C]-3.10013[/C][/ROW]
[ROW][C]20[/C][C]61.5[/C][C]60.6989[/C][C]65.7583[/C][C]-5.05942[/C][C]0.801091[/C][/ROW]
[ROW][C]21[/C][C]66.2[/C][C]72.1658[/C][C]65.9375[/C][C]6.22832[/C][C]-5.96582[/C][/ROW]
[ROW][C]22[/C][C]72.3[/C][C]71.3237[/C][C]66.2542[/C][C]5.0695[/C][C]0.976337[/C][/ROW]
[ROW][C]23[/C][C]67[/C][C]66.9688[/C][C]66.4708[/C][C]0.497928[/C][C]0.0312385[/C][/ROW]
[ROW][C]24[/C][C]62.9[/C][C]68.7251[/C][C]66.2875[/C][C]2.43763[/C][C]-5.82513[/C][/ROW]
[ROW][C]25[/C][C]66.4[/C][C]59.9732[/C][C]66.3583[/C][C]-6.38516[/C][C]6.42683[/C][/ROW]
[ROW][C]26[/C][C]65.6[/C][C]61.2614[/C][C]66.6333[/C][C]-5.37192[/C][C]4.33859[/C][/ROW]
[ROW][C]27[/C][C]70.9[/C][C]75.1094[/C][C]66.8167[/C][C]8.29269[/C][C]-4.20936[/C][/ROW]
[ROW][C]28[/C][C]68.4[/C][C]65.2815[/C][C]67.0625[/C][C]-1.78101[/C][C]3.11851[/C][/ROW]
[ROW][C]29[/C][C]66.4[/C][C]63.0125[/C][C]67.15[/C][C]-4.13752[/C][C]3.38752[/C][/ROW]
[ROW][C]30[/C][C]67.6[/C][C]71.6963[/C][C]67.2292[/C][C]4.46717[/C][C]-4.09634[/C][/ROW]
[ROW][C]31[/C][C]64.1[/C][C]63.2293[/C][C]67.4875[/C][C]-4.2582[/C][C]0.870699[/C][/ROW]
[ROW][C]32[/C][C]62.1[/C][C]62.5406[/C][C]67.6[/C][C]-5.05942[/C][C]-0.440575[/C][/ROW]
[ROW][C]33[/C][C]70[/C][C]73.8283[/C][C]67.6[/C][C]6.22832[/C][C]-3.82832[/C][/ROW]
[ROW][C]34[/C][C]74.4[/C][C]72.8195[/C][C]67.75[/C][C]5.0695[/C][C]1.5805[/C][/ROW]
[ROW][C]35[/C][C]67[/C][C]68.2146[/C][C]67.7167[/C][C]0.497928[/C][C]-1.21459[/C][/ROW]
[ROW][C]36[/C][C]64.8[/C][C]70.1293[/C][C]67.6917[/C][C]2.43763[/C][C]-5.3293[/C][/ROW]
[ROW][C]37[/C][C]70.7[/C][C]61.5482[/C][C]67.9333[/C][C]-6.38516[/C][C]9.15183[/C][/ROW]
[ROW][C]38[/C][C]64[/C][C]62.8906[/C][C]68.2625[/C][C]-5.37192[/C][C]1.10942[/C][/ROW]
[ROW][C]39[/C][C]72.5[/C][C]77.1052[/C][C]68.8125[/C][C]8.29269[/C][C]-4.60519[/C][/ROW]
[ROW][C]40[/C][C]70.4[/C][C]67.6315[/C][C]69.4125[/C][C]-1.78101[/C][C]2.76851[/C][/ROW]
[ROW][C]41[/C][C]63.6[/C][C]65.5916[/C][C]69.7292[/C][C]-4.13752[/C][C]-1.99165[/C][/ROW]
[ROW][C]42[/C][C]69.8[/C][C]74.9672[/C][C]70.5[/C][C]4.46717[/C][C]-5.16717[/C][/ROW]
[ROW][C]43[/C][C]67.7[/C][C]66.7293[/C][C]70.9875[/C][C]-4.2582[/C][C]0.970699[/C][/ROW]
[ROW][C]44[/C][C]66.4[/C][C]66.0572[/C][C]71.1167[/C][C]-5.05942[/C][C]0.342758[/C][/ROW]
[ROW][C]45[/C][C]78.9[/C][C]78.2367[/C][C]72.0083[/C][C]6.22832[/C][C]0.663346[/C][/ROW]
[ROW][C]46[/C][C]79.9[/C][C]77.882[/C][C]72.8125[/C][C]5.0695[/C][C]2.018[/C][/ROW]
[ROW][C]47[/C][C]69.1[/C][C]73.8354[/C][C]73.3375[/C][C]0.497928[/C][C]-4.73543[/C][/ROW]
[ROW][C]48[/C][C]81.2[/C][C]76.6251[/C][C]74.1875[/C][C]2.43763[/C][C]4.57487[/C][/ROW]
[ROW][C]49[/C][C]66[/C][C]68.6607[/C][C]75.0458[/C][C]-6.38516[/C][C]-2.66067[/C][/ROW]
[ROW][C]50[/C][C]71.8[/C][C]70.2614[/C][C]75.6333[/C][C]-5.37192[/C][C]1.53859[/C][/ROW]
[ROW][C]51[/C][C]86.1[/C][C]84.5344[/C][C]76.2417[/C][C]8.29269[/C][C]1.56564[/C][/ROW]
[ROW][C]52[/C][C]76.1[/C][C]74.8648[/C][C]76.6458[/C][C]-1.78101[/C][C]1.23518[/C][/ROW]
[ROW][C]53[/C][C]70.5[/C][C]73.0833[/C][C]77.2208[/C][C]-4.13752[/C][C]-2.58331[/C][/ROW]
[ROW][C]54[/C][C]83.3[/C][C]82.6047[/C][C]78.1375[/C][C]4.46717[/C][C]0.695332[/C][/ROW]
[ROW][C]55[/C][C]74.8[/C][C]74.7668[/C][C]79.025[/C][C]-4.2582[/C][C]0.0331993[/C][/ROW]
[ROW][C]56[/C][C]73.4[/C][C]74.4447[/C][C]79.5042[/C][C]-5.05942[/C][C]-1.04474[/C][/ROW]
[ROW][C]57[/C][C]86.5[/C][C]85.645[/C][C]79.4167[/C][C]6.22832[/C][C]0.855013[/C][/ROW]
[ROW][C]58[/C][C]82[/C][C]84.4987[/C][C]79.4292[/C][C]5.0695[/C][C]-2.49866[/C][/ROW]
[ROW][C]59[/C][C]80.8[/C][C]80.3063[/C][C]79.8083[/C][C]0.497928[/C][C]0.493739[/C][/ROW]
[ROW][C]60[/C][C]91.5[/C][C]82.496[/C][C]80.0583[/C][C]2.43763[/C][C]9.00403[/C][/ROW]
[ROW][C]61[/C][C]77[/C][C]73.5107[/C][C]79.8958[/C][C]-6.38516[/C][C]3.48933[/C][/ROW]
[ROW][C]62[/C][C]72.3[/C][C]74.4572[/C][C]79.8292[/C][C]-5.37192[/C][C]-2.15724[/C][/ROW]
[ROW][C]63[/C][C]83.5[/C][C]88.3927[/C][C]80.1[/C][C]8.29269[/C][C]-4.89269[/C][/ROW]
[ROW][C]64[/C][C]79[/C][C]78.644[/C][C]80.425[/C][C]-1.78101[/C][C]0.356009[/C][/ROW]
[ROW][C]65[/C][C]76.7[/C][C]76.5958[/C][C]80.7333[/C][C]-4.13752[/C][C]0.104186[/C][/ROW]
[ROW][C]66[/C][C]83.1[/C][C]85.0463[/C][C]80.5792[/C][C]4.46717[/C][C]-1.94634[/C][/ROW]
[ROW][C]67[/C][C]71.1[/C][C]76.096[/C][C]80.3542[/C][C]-4.2582[/C][C]-4.99597[/C][/ROW]
[ROW][C]68[/C][C]75.5[/C][C]75.7072[/C][C]80.7667[/C][C]-5.05942[/C][C]-0.207242[/C][/ROW]
[ROW][C]69[/C][C]90.9[/C][C]87.7075[/C][C]81.4792[/C][C]6.22832[/C][C]3.19251[/C][/ROW]
[ROW][C]70[/C][C]85.4[/C][C]86.907[/C][C]81.8375[/C][C]5.0695[/C][C]-1.507[/C][/ROW]
[ROW][C]71[/C][C]84.8[/C][C]82.5313[/C][C]82.0333[/C][C]0.497928[/C][C]2.26874[/C][/ROW]
[ROW][C]72[/C][C]83.8[/C][C]84.8793[/C][C]82.4417[/C][C]2.43763[/C][C]-1.0793[/C][/ROW]
[ROW][C]73[/C][C]79.3[/C][C]76.3773[/C][C]82.7625[/C][C]-6.38516[/C][C]2.92266[/C][/ROW]
[ROW][C]74[/C][C]79.9[/C][C]77.7239[/C][C]83.0958[/C][C]-5.37192[/C][C]2.17609[/C][/ROW]
[ROW][C]75[/C][C]93[/C][C]91.5927[/C][C]83.3[/C][C]8.29269[/C][C]1.40731[/C][/ROW]
[ROW][C]76[/C][C]78.1[/C][C]81.9023[/C][C]83.6833[/C][C]-1.78101[/C][C]-3.80232[/C][/ROW]
[ROW][C]77[/C][C]82.3[/C][C]80.1666[/C][C]84.3042[/C][C]-4.13752[/C][C]2.13335[/C][/ROW]
[ROW][C]78[/C][C]87.3[/C][C]89.2005[/C][C]84.7333[/C][C]4.46717[/C][C]-1.9005[/C][/ROW]
[ROW][C]79[/C][C]74.6[/C][C]80.746[/C][C]85.0042[/C][C]-4.2582[/C][C]-6.14597[/C][/ROW]
[ROW][C]80[/C][C]80[/C][C]79.9364[/C][C]84.9958[/C][C]-5.05942[/C][C]0.0635915[/C][/ROW]
[ROW][C]81[/C][C]91.3[/C][C]91.0367[/C][C]84.8083[/C][C]6.22832[/C][C]0.263346[/C][/ROW]
[ROW][C]82[/C][C]94.2[/C][C]89.8695[/C][C]84.8[/C][C]5.0695[/C][C]4.3305[/C][/ROW]
[ROW][C]83[/C][C]90.9[/C][C]85.4188[/C][C]84.9208[/C][C]0.497928[/C][C]5.48124[/C][/ROW]
[ROW][C]84[/C][C]88[/C][C]87.5835[/C][C]85.1458[/C][C]2.43763[/C][C]0.416533[/C][/ROW]
[ROW][C]85[/C][C]81.6[/C][C]79.3815[/C][C]85.7667[/C][C]-6.38516[/C][C]2.21849[/C][/ROW]
[ROW][C]86[/C][C]77.4[/C][C]81.0072[/C][C]86.3792[/C][C]-5.37192[/C][C]-3.60724[/C][/ROW]
[ROW][C]87[/C][C]91[/C][C]94.6635[/C][C]86.3708[/C][C]8.29269[/C][C]-3.66352[/C][/ROW]
[ROW][C]88[/C][C]79.9[/C][C]84.3523[/C][C]86.1333[/C][C]-1.78101[/C][C]-4.45232[/C][/ROW]
[ROW][C]89[/C][C]83.4[/C][C]81.8666[/C][C]86.0042[/C][C]-4.13752[/C][C]1.53335[/C][/ROW]
[ROW][C]90[/C][C]91.6[/C][C]90.3713[/C][C]85.9042[/C][C]4.46717[/C][C]1.22866[/C][/ROW]
[ROW][C]91[/C][C]85.2[/C][C]81.946[/C][C]86.2042[/C][C]-4.2582[/C][C]3.25403[/C][/ROW]
[ROW][C]92[/C][C]84.1[/C][C]81.8656[/C][C]86.925[/C][C]-5.05942[/C][C]2.23442[/C][/ROW]
[ROW][C]93[/C][C]87[/C][C]93.5867[/C][C]87.3583[/C][C]6.22832[/C][C]-6.58665[/C][/ROW]
[ROW][C]94[/C][C]92.8[/C][C]92.982[/C][C]87.9125[/C][C]5.0695[/C][C]-0.181997[/C][/ROW]
[ROW][C]95[/C][C]89.2[/C][C]89.0479[/C][C]88.55[/C][C]0.497928[/C][C]0.152072[/C][/ROW]
[ROW][C]96[/C][C]87.3[/C][C]91.1668[/C][C]88.7292[/C][C]2.43763[/C][C]-3.8668[/C][/ROW]
[ROW][C]97[/C][C]89.5[/C][C]82.6482[/C][C]89.0333[/C][C]-6.38516[/C][C]6.85183[/C][/ROW]
[ROW][C]98[/C][C]86.8[/C][C]83.7531[/C][C]89.125[/C][C]-5.37192[/C][C]3.04692[/C][/ROW]
[ROW][C]99[/C][C]92[/C][C]97.8844[/C][C]89.5917[/C][C]8.29269[/C][C]-5.88436[/C][/ROW]
[ROW][C]100[/C][C]92.2[/C][C]88.694[/C][C]90.475[/C][C]-1.78101[/C][C]3.50601[/C][/ROW]
[ROW][C]101[/C][C]86.4[/C][C]86.5958[/C][C]90.7333[/C][C]-4.13752[/C][C]-0.195814[/C][/ROW]
[ROW][C]102[/C][C]92.9[/C][C]95.8547[/C][C]91.3875[/C][C]4.46717[/C][C]-2.95467[/C][/ROW]
[ROW][C]103[/C][C]91.2[/C][C]87.4043[/C][C]91.6625[/C][C]-4.2582[/C][C]3.7957[/C][/ROW]
[ROW][C]104[/C][C]80.3[/C][C]86.0822[/C][C]91.1417[/C][C]-5.05942[/C][C]-5.78224[/C][/ROW]
[ROW][C]105[/C][C]102[/C][C]97.4617[/C][C]91.2333[/C][C]6.22832[/C][C]4.53835[/C][/ROW]
[ROW][C]106[/C][C]99[/C][C]96.3195[/C][C]91.25[/C][C]5.0695[/C][C]2.6805[/C][/ROW]
[ROW][C]107[/C][C]89.2[/C][C]91.4479[/C][C]90.95[/C][C]0.497928[/C][C]-2.24793[/C][/ROW]
[ROW][C]108[/C][C]103[/C][C]93.3543[/C][C]90.9167[/C][C]2.43763[/C][C]9.6457[/C][/ROW]
[ROW][C]109[/C][C]80.4[/C][C]84.4857[/C][C]90.8708[/C][C]-6.38516[/C][C]-4.08567[/C][/ROW]
[ROW][C]110[/C][C]83.4[/C][C]85.4864[/C][C]90.8583[/C][C]-5.37192[/C][C]-2.08641[/C][/ROW]
[ROW][C]111[/C][C]97.6[/C][C]98.9302[/C][C]90.6375[/C][C]8.29269[/C][C]-1.33019[/C][/ROW]
[ROW][C]112[/C][C]87[/C][C]88.3648[/C][C]90.1458[/C][C]-1.78101[/C][C]-1.36482[/C][/ROW]
[ROW][C]113[/C][C]84.4[/C][C]85.9208[/C][C]90.0583[/C][C]-4.13752[/C][C]-1.52081[/C][/ROW]
[ROW][C]114[/C][C]94.1[/C][C]94.3672[/C][C]89.9[/C][C]4.46717[/C][C]-0.267168[/C][/ROW]
[ROW][C]115[/C][C]88.9[/C][C]85.696[/C][C]89.9542[/C][C]-4.2582[/C][C]3.20403[/C][/ROW]
[ROW][C]116[/C][C]82.3[/C][C]85.8947[/C][C]90.9542[/C][C]-5.05942[/C][C]-3.59474[/C][/ROW]
[ROW][C]117[/C][C]94.7[/C][C]98.3658[/C][C]92.1375[/C][C]6.22832[/C][C]-3.66582[/C][/ROW]
[ROW][C]118[/C][C]94.5[/C][C]97.8778[/C][C]92.8083[/C][C]5.0695[/C][C]-3.37783[/C][/ROW]
[ROW][C]119[/C][C]91.6[/C][C]93.6896[/C][C]93.1917[/C][C]0.497928[/C][C]-2.08959[/C][/ROW]
[ROW][C]120[/C][C]96.8[/C][C]96.4876[/C][C]94.05[/C][C]2.43763[/C][C]0.312366[/C][/ROW]
[ROW][C]121[/C][C]87.9[/C][C]88.6482[/C][C]95.0333[/C][C]-6.38516[/C][C]-0.748173[/C][/ROW]
[ROW][C]122[/C][C]99.9[/C][C]90.4864[/C][C]95.8583[/C][C]-5.37192[/C][C]9.41359[/C][/ROW]
[ROW][C]123[/C][C]109.5[/C][C]105.047[/C][C]96.7542[/C][C]8.29269[/C][C]4.45314[/C][/ROW]
[ROW][C]124[/C][C]91.2[/C][C]95.6398[/C][C]97.4208[/C][C]-1.78101[/C][C]-4.43982[/C][/ROW]
[ROW][C]125[/C][C]89.4[/C][C]94.2041[/C][C]98.3417[/C][C]-4.13752[/C][C]-4.80415[/C][/ROW]
[ROW][C]126[/C][C]109.7[/C][C]103.971[/C][C]99.5042[/C][C]4.46717[/C][C]5.72866[/C][/ROW]
[ROW][C]127[/C][C]96.9[/C][C]96.0543[/C][C]100.312[/C][C]-4.2582[/C][C]0.845699[/C][/ROW]
[ROW][C]128[/C][C]94.1[/C][C]95.6739[/C][C]100.733[/C][C]-5.05942[/C][C]-1.57391[/C][/ROW]
[ROW][C]129[/C][C]104.4[/C][C]107.97[/C][C]101.742[/C][C]6.22832[/C][C]-3.56999[/C][/ROW]
[ROW][C]130[/C][C]100.8[/C][C]108.236[/C][C]103.167[/C][C]5.0695[/C][C]-7.43616[/C][/ROW]
[ROW][C]131[/C][C]107.4[/C][C]104.91[/C][C]104.413[/C][C]0.497928[/C][C]2.48957[/C][/ROW]
[ROW][C]132[/C][C]108.9[/C][C]107.413[/C][C]104.975[/C][C]2.43763[/C][C]1.48737[/C][/ROW]
[ROW][C]133[/C][C]95.2[/C][C]98.4773[/C][C]104.862[/C][C]-6.38516[/C][C]-3.27734[/C][/ROW]
[ROW][C]134[/C][C]102.7[/C][C]100.282[/C][C]105.654[/C][C]-5.37192[/C][C]2.41776[/C][/ROW]
[ROW][C]135[/C][C]130.9[/C][C]115.122[/C][C]106.829[/C][C]8.29269[/C][C]15.7781[/C][/ROW]
[ROW][C]136[/C][C]104[/C][C]105.677[/C][C]107.458[/C][C]-1.78101[/C][C]-1.67732[/C][/ROW]
[ROW][C]137[/C][C]106.5[/C][C]103.262[/C][C]107.4[/C][C]-4.13752[/C][C]3.23752[/C][/ROW]
[ROW][C]138[/C][C]106.1[/C][C]111.28[/C][C]106.812[/C][C]4.46717[/C][C]-5.17967[/C][/ROW]
[ROW][C]139[/C][C]97.8[/C][C]102.288[/C][C]106.546[/C][C]-4.2582[/C][C]-4.48763[/C][/ROW]
[ROW][C]140[/C][C]112.2[/C][C]101.407[/C][C]106.467[/C][C]-5.05942[/C][C]10.7928[/C][/ROW]
[ROW][C]141[/C][C]114.5[/C][C]112.266[/C][C]106.038[/C][C]6.22832[/C][C]2.23418[/C][/ROW]
[ROW][C]142[/C][C]105.8[/C][C]110.419[/C][C]105.35[/C][C]5.0695[/C][C]-4.6195[/C][/ROW]
[ROW][C]143[/C][C]101[/C][C]105.01[/C][C]104.512[/C][C]0.497928[/C][C]-4.01043[/C][/ROW]
[ROW][C]144[/C][C]101.2[/C][C]106.475[/C][C]104.038[/C][C]2.43763[/C][C]-5.27513[/C][/ROW]
[ROW][C]145[/C][C]96.5[/C][C]97.8982[/C][C]104.283[/C][C]-6.38516[/C][C]-1.39817[/C][/ROW]
[ROW][C]146[/C][C]99.5[/C][C]98.8947[/C][C]104.267[/C][C]-5.37192[/C][C]0.605258[/C][/ROW]
[ROW][C]147[/C][C]123.8[/C][C]112.193[/C][C]103.9[/C][C]8.29269[/C][C]11.6073[/C][/ROW]
[ROW][C]148[/C][C]94.6[/C][C]102.419[/C][C]104.2[/C][C]-1.78101[/C][C]-7.81899[/C][/ROW]
[ROW][C]149[/C][C]95.8[/C][C]100.767[/C][C]104.904[/C][C]-4.13752[/C][C]-4.96665[/C][/ROW]
[ROW][C]150[/C][C]105.4[/C][C]109.809[/C][C]105.342[/C][C]4.46717[/C][C]-4.40884[/C][/ROW]
[ROW][C]151[/C][C]104.4[/C][C]101.442[/C][C]105.7[/C][C]-4.2582[/C][C]2.9582[/C][/ROW]
[ROW][C]152[/C][C]105.2[/C][C]100.832[/C][C]105.892[/C][C]-5.05942[/C][C]4.36776[/C][/ROW]
[ROW][C]153[/C][C]112.7[/C][C]111.828[/C][C]105.6[/C][C]6.22832[/C][C]0.87168[/C][/ROW]
[ROW][C]154[/C][C]114.8[/C][C]111.278[/C][C]106.208[/C][C]5.0695[/C][C]3.52217[/C][/ROW]
[ROW][C]155[/C][C]108.9[/C][C]108.135[/C][C]107.637[/C][C]0.497928[/C][C]0.764572[/C][/ROW]
[ROW][C]156[/C][C]103.8[/C][C]111.133[/C][C]108.696[/C][C]2.43763[/C][C]-7.33347[/C][/ROW]
[ROW][C]157[/C][C]102.5[/C][C]103.302[/C][C]109.687[/C][C]-6.38516[/C][C]-0.80234[/C][/ROW]
[ROW][C]158[/C][C]98.1[/C][C]104.803[/C][C]110.175[/C][C]-5.37192[/C][C]-6.70308[/C][/ROW]
[ROW][C]159[/C][C]118.2[/C][C]118.468[/C][C]110.175[/C][C]8.29269[/C][C]-0.267689[/C][/ROW]
[ROW][C]160[/C][C]114.8[/C][C]108.802[/C][C]110.583[/C][C]-1.78101[/C][C]5.99768[/C][/ROW]
[ROW][C]161[/C][C]109.9[/C][C]107.133[/C][C]111.271[/C][C]-4.13752[/C][C]2.76669[/C][/ROW]
[ROW][C]162[/C][C]116.7[/C][C]116.48[/C][C]112.012[/C][C]4.46717[/C][C]0.220332[/C][/ROW]
[ROW][C]163[/C][C]116.9[/C][C]108.196[/C][C]112.454[/C][C]-4.2582[/C][C]8.70403[/C][/ROW]
[ROW][C]164[/C][C]104.4[/C][C]108.016[/C][C]113.075[/C][C]-5.05942[/C][C]-3.61558[/C][/ROW]
[ROW][C]165[/C][C]113.5[/C][C]120.032[/C][C]113.804[/C][C]6.22832[/C][C]-6.53249[/C][/ROW]
[ROW][C]166[/C][C]123.8[/C][C]119.244[/C][C]114.175[/C][C]5.0695[/C][C]4.5555[/C][/ROW]
[ROW][C]167[/C][C]116.4[/C][C]115.252[/C][C]114.754[/C][C]0.497928[/C][C]1.14791[/C][/ROW]
[ROW][C]168[/C][C]114.1[/C][C]118.092[/C][C]115.654[/C][C]2.43763[/C][C]-3.9918[/C][/ROW]
[ROW][C]169[/C][C]102.8[/C][C]109.59[/C][C]115.975[/C][C]-6.38516[/C][C]-6.78984[/C][/ROW]
[ROW][C]170[/C][C]112.7[/C][C]110.395[/C][C]115.767[/C][C]-5.37192[/C][C]2.30526[/C][/ROW]
[ROW][C]171[/C][C]121.1[/C][C]125.105[/C][C]116.812[/C][C]8.29269[/C][C]-4.00519[/C][/ROW]
[ROW][C]172[/C][C]120.8[/C][C]116.431[/C][C]118.212[/C][C]-1.78101[/C][C]4.36851[/C][/ROW]
[ROW][C]173[/C][C]117.8[/C][C]114.758[/C][C]118.896[/C][C]-4.13752[/C][C]3.04169[/C][/ROW]
[ROW][C]174[/C][C]130.4[/C][C]124.013[/C][C]119.546[/C][C]4.46717[/C][C]6.387[/C][/ROW]
[ROW][C]175[/C][C]110.9[/C][C]115.958[/C][C]120.217[/C][C]-4.2582[/C][C]-5.05847[/C][/ROW]
[ROW][C]176[/C][C]105.4[/C][C]114.995[/C][C]120.054[/C][C]-5.05942[/C][C]-9.59474[/C][/ROW]
[ROW][C]177[/C][C]137.6[/C][C]126.128[/C][C]119.9[/C][C]6.22832[/C][C]11.4717[/C][/ROW]
[ROW][C]178[/C][C]133.3[/C][C]125.278[/C][C]120.208[/C][C]5.0695[/C][C]8.02217[/C][/ROW]
[ROW][C]179[/C][C]123.3[/C][C]120.377[/C][C]119.879[/C][C]0.497928[/C][C]2.92291[/C][/ROW]
[ROW][C]180[/C][C]122.8[/C][C]121.629[/C][C]119.192[/C][C]2.43763[/C][C]1.1707[/C][/ROW]
[ROW][C]181[/C][C]110.2[/C][C]112.527[/C][C]118.913[/C][C]-6.38516[/C][C]-2.32734[/C][/ROW]
[ROW][C]182[/C][C]101.4[/C][C]114.066[/C][C]119.438[/C][C]-5.37192[/C][C]-12.6656[/C][/ROW]
[ROW][C]183[/C][C]128.7[/C][C]127.897[/C][C]119.604[/C][C]8.29269[/C][C]0.803144[/C][/ROW]
[ROW][C]184[/C][C]120.6[/C][C]117.306[/C][C]119.088[/C][C]-1.78101[/C][C]3.29351[/C][/ROW]
[ROW][C]185[/C][C]110.1[/C][C]114.729[/C][C]118.867[/C][C]-4.13752[/C][C]-4.62915[/C][/ROW]
[ROW][C]186[/C][C]121.6[/C][C]123.276[/C][C]118.808[/C][C]4.46717[/C][C]-1.6755[/C][/ROW]
[ROW][C]187[/C][C]113[/C][C]114.396[/C][C]118.654[/C][C]-4.2582[/C][C]-1.39597[/C][/ROW]
[ROW][C]188[/C][C]115.9[/C][C]114.003[/C][C]119.062[/C][C]-5.05942[/C][C]1.89692[/C][/ROW]
[ROW][C]189[/C][C]131.1[/C][C]125.807[/C][C]119.579[/C][C]6.22832[/C][C]5.29251[/C][/ROW]
[ROW][C]190[/C][C]127.4[/C][C]124.715[/C][C]119.646[/C][C]5.0695[/C][C]2.68467[/C][/ROW]
[ROW][C]191[/C][C]123.9[/C][C]120.548[/C][C]120.05[/C][C]0.497928[/C][C]3.35207[/C][/ROW]
[ROW][C]192[/C][C]120.8[/C][C]123.663[/C][C]121.225[/C][C]2.43763[/C][C]-2.86263[/C][/ROW]
[ROW][C]193[/C][C]108.5[/C][C]116.24[/C][C]122.625[/C][C]-6.38516[/C][C]-7.73984[/C][/ROW]
[ROW][C]194[/C][C]112.9[/C][C]118.361[/C][C]123.733[/C][C]-5.37192[/C][C]-5.46141[/C][/ROW]
[ROW][C]195[/C][C]129.6[/C][C]132.764[/C][C]124.471[/C][C]8.29269[/C][C]-3.16352[/C][/ROW]
[ROW][C]196[/C][C]121.3[/C][C]122.881[/C][C]124.662[/C][C]-1.78101[/C][C]-1.58149[/C][/ROW]
[ROW][C]197[/C][C]119.1[/C][C]120.358[/C][C]124.496[/C][C]-4.13752[/C][C]-1.25831[/C][/ROW]
[ROW][C]198[/C][C]140.8[/C][C]129.813[/C][C]125.346[/C][C]4.46717[/C][C]10.987[/C][/ROW]
[ROW][C]199[/C][C]127.4[/C][C]122.379[/C][C]126.637[/C][C]-4.2582[/C][C]5.0207[/C][/ROW]
[ROW][C]200[/C][C]128.1[/C][C]122.328[/C][C]127.388[/C][C]-5.05942[/C][C]5.77192[/C][/ROW]
[ROW][C]201[/C][C]136.6[/C][C]134.428[/C][C]128.2[/C][C]6.22832[/C][C]2.17168[/C][/ROW]
[ROW][C]202[/C][C]126.5[/C][C]133.519[/C][C]128.45[/C][C]5.0695[/C][C]-7.0195[/C][/ROW]
[ROW][C]203[/C][C]120.8[/C][C]129.035[/C][C]128.537[/C][C]0.497928[/C][C]-8.23543[/C][/ROW]
[ROW][C]204[/C][C]144.3[/C][C]130.988[/C][C]128.55[/C][C]2.43763[/C][C]13.3124[/C][/ROW]
[ROW][C]205[/C][C]116[/C][C]121.965[/C][C]128.35[/C][C]-6.38516[/C][C]-5.96484[/C][/ROW]
[ROW][C]206[/C][C]123.4[/C][C]123.124[/C][C]128.496[/C][C]-5.37192[/C][C]0.276091[/C][/ROW]
[ROW][C]207[/C][C]138.6[/C][C]NA[/C][C]NA[/C][C]8.29269[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]118.3[/C][C]NA[/C][C]NA[/C][C]-1.78101[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]124.2[/C][C]NA[/C][C]NA[/C][C]-4.13752[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]136[/C][C]NA[/C][C]NA[/C][C]4.46717[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]127.4[/C][C]NA[/C][C]NA[/C][C]-4.2582[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]131.6[/C][C]NA[/C][C]NA[/C][C]-5.05942[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309842&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309842&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	52	NA	NA	-6.38516	NA
2	54.9	NA	NA	-5.37192	NA
3	60.5	NA	NA	8.29269	NA
4	54.8	NA	NA	-1.78101	NA
5	60.1	NA	NA	-4.13752	NA
6	60.3	NA	NA	4.46717	NA
7	49.8	54.3168	58.575	-4.2582	-4.5168
8	53.8	54.2614	59.3208	-5.05942	-0.461409
9	64.8	66.2492	60.0208	6.22832	-1.44915
10	62	65.7737	60.7042	5.0695	-3.77366
11	65.2	61.8146	61.3167	0.497928	3.38541
12	60.1	64.5043	62.0667	2.43763	-4.4043
13	61.2	56.5107	62.8958	-6.38516	4.68933
14	63.6	58.1906	63.5625	-5.37192	5.40942
15	68.6	72.2344	63.9417	8.29269	-3.63436
16	63.1	62.6482	64.4292	-1.78101	0.451842
17	66.5	60.7958	64.9333	-4.13752	5.70419
18	71.9	69.5922	65.125	4.46717	2.30783
19	58.1	61.2001	65.4583	-4.2582	-3.10013
20	61.5	60.6989	65.7583	-5.05942	0.801091
21	66.2	72.1658	65.9375	6.22832	-5.96582
22	72.3	71.3237	66.2542	5.0695	0.976337
23	67	66.9688	66.4708	0.497928	0.0312385
24	62.9	68.7251	66.2875	2.43763	-5.82513
25	66.4	59.9732	66.3583	-6.38516	6.42683
26	65.6	61.2614	66.6333	-5.37192	4.33859
27	70.9	75.1094	66.8167	8.29269	-4.20936
28	68.4	65.2815	67.0625	-1.78101	3.11851
29	66.4	63.0125	67.15	-4.13752	3.38752
30	67.6	71.6963	67.2292	4.46717	-4.09634
31	64.1	63.2293	67.4875	-4.2582	0.870699
32	62.1	62.5406	67.6	-5.05942	-0.440575
33	70	73.8283	67.6	6.22832	-3.82832
34	74.4	72.8195	67.75	5.0695	1.5805
35	67	68.2146	67.7167	0.497928	-1.21459
36	64.8	70.1293	67.6917	2.43763	-5.3293
37	70.7	61.5482	67.9333	-6.38516	9.15183
38	64	62.8906	68.2625	-5.37192	1.10942
39	72.5	77.1052	68.8125	8.29269	-4.60519
40	70.4	67.6315	69.4125	-1.78101	2.76851
41	63.6	65.5916	69.7292	-4.13752	-1.99165
42	69.8	74.9672	70.5	4.46717	-5.16717
43	67.7	66.7293	70.9875	-4.2582	0.970699
44	66.4	66.0572	71.1167	-5.05942	0.342758
45	78.9	78.2367	72.0083	6.22832	0.663346
46	79.9	77.882	72.8125	5.0695	2.018
47	69.1	73.8354	73.3375	0.497928	-4.73543
48	81.2	76.6251	74.1875	2.43763	4.57487
49	66	68.6607	75.0458	-6.38516	-2.66067
50	71.8	70.2614	75.6333	-5.37192	1.53859
51	86.1	84.5344	76.2417	8.29269	1.56564
52	76.1	74.8648	76.6458	-1.78101	1.23518
53	70.5	73.0833	77.2208	-4.13752	-2.58331
54	83.3	82.6047	78.1375	4.46717	0.695332
55	74.8	74.7668	79.025	-4.2582	0.0331993
56	73.4	74.4447	79.5042	-5.05942	-1.04474
57	86.5	85.645	79.4167	6.22832	0.855013
58	82	84.4987	79.4292	5.0695	-2.49866
59	80.8	80.3063	79.8083	0.497928	0.493739
60	91.5	82.496	80.0583	2.43763	9.00403
61	77	73.5107	79.8958	-6.38516	3.48933
62	72.3	74.4572	79.8292	-5.37192	-2.15724
63	83.5	88.3927	80.1	8.29269	-4.89269
64	79	78.644	80.425	-1.78101	0.356009
65	76.7	76.5958	80.7333	-4.13752	0.104186
66	83.1	85.0463	80.5792	4.46717	-1.94634
67	71.1	76.096	80.3542	-4.2582	-4.99597
68	75.5	75.7072	80.7667	-5.05942	-0.207242
69	90.9	87.7075	81.4792	6.22832	3.19251
70	85.4	86.907	81.8375	5.0695	-1.507
71	84.8	82.5313	82.0333	0.497928	2.26874
72	83.8	84.8793	82.4417	2.43763	-1.0793
73	79.3	76.3773	82.7625	-6.38516	2.92266
74	79.9	77.7239	83.0958	-5.37192	2.17609
75	93	91.5927	83.3	8.29269	1.40731
76	78.1	81.9023	83.6833	-1.78101	-3.80232
77	82.3	80.1666	84.3042	-4.13752	2.13335
78	87.3	89.2005	84.7333	4.46717	-1.9005
79	74.6	80.746	85.0042	-4.2582	-6.14597
80	80	79.9364	84.9958	-5.05942	0.0635915
81	91.3	91.0367	84.8083	6.22832	0.263346
82	94.2	89.8695	84.8	5.0695	4.3305
83	90.9	85.4188	84.9208	0.497928	5.48124
84	88	87.5835	85.1458	2.43763	0.416533
85	81.6	79.3815	85.7667	-6.38516	2.21849
86	77.4	81.0072	86.3792	-5.37192	-3.60724
87	91	94.6635	86.3708	8.29269	-3.66352
88	79.9	84.3523	86.1333	-1.78101	-4.45232
89	83.4	81.8666	86.0042	-4.13752	1.53335
90	91.6	90.3713	85.9042	4.46717	1.22866
91	85.2	81.946	86.2042	-4.2582	3.25403
92	84.1	81.8656	86.925	-5.05942	2.23442
93	87	93.5867	87.3583	6.22832	-6.58665
94	92.8	92.982	87.9125	5.0695	-0.181997
95	89.2	89.0479	88.55	0.497928	0.152072
96	87.3	91.1668	88.7292	2.43763	-3.8668
97	89.5	82.6482	89.0333	-6.38516	6.85183
98	86.8	83.7531	89.125	-5.37192	3.04692
99	92	97.8844	89.5917	8.29269	-5.88436
100	92.2	88.694	90.475	-1.78101	3.50601
101	86.4	86.5958	90.7333	-4.13752	-0.195814
102	92.9	95.8547	91.3875	4.46717	-2.95467
103	91.2	87.4043	91.6625	-4.2582	3.7957
104	80.3	86.0822	91.1417	-5.05942	-5.78224
105	102	97.4617	91.2333	6.22832	4.53835
106	99	96.3195	91.25	5.0695	2.6805
107	89.2	91.4479	90.95	0.497928	-2.24793
108	103	93.3543	90.9167	2.43763	9.6457
109	80.4	84.4857	90.8708	-6.38516	-4.08567
110	83.4	85.4864	90.8583	-5.37192	-2.08641
111	97.6	98.9302	90.6375	8.29269	-1.33019
112	87	88.3648	90.1458	-1.78101	-1.36482
113	84.4	85.9208	90.0583	-4.13752	-1.52081
114	94.1	94.3672	89.9	4.46717	-0.267168
115	88.9	85.696	89.9542	-4.2582	3.20403
116	82.3	85.8947	90.9542	-5.05942	-3.59474
117	94.7	98.3658	92.1375	6.22832	-3.66582
118	94.5	97.8778	92.8083	5.0695	-3.37783
119	91.6	93.6896	93.1917	0.497928	-2.08959
120	96.8	96.4876	94.05	2.43763	0.312366
121	87.9	88.6482	95.0333	-6.38516	-0.748173
122	99.9	90.4864	95.8583	-5.37192	9.41359
123	109.5	105.047	96.7542	8.29269	4.45314
124	91.2	95.6398	97.4208	-1.78101	-4.43982
125	89.4	94.2041	98.3417	-4.13752	-4.80415
126	109.7	103.971	99.5042	4.46717	5.72866
127	96.9	96.0543	100.312	-4.2582	0.845699
128	94.1	95.6739	100.733	-5.05942	-1.57391
129	104.4	107.97	101.742	6.22832	-3.56999
130	100.8	108.236	103.167	5.0695	-7.43616
131	107.4	104.91	104.413	0.497928	2.48957
132	108.9	107.413	104.975	2.43763	1.48737
133	95.2	98.4773	104.862	-6.38516	-3.27734
134	102.7	100.282	105.654	-5.37192	2.41776
135	130.9	115.122	106.829	8.29269	15.7781
136	104	105.677	107.458	-1.78101	-1.67732
137	106.5	103.262	107.4	-4.13752	3.23752
138	106.1	111.28	106.812	4.46717	-5.17967
139	97.8	102.288	106.546	-4.2582	-4.48763
140	112.2	101.407	106.467	-5.05942	10.7928
141	114.5	112.266	106.038	6.22832	2.23418
142	105.8	110.419	105.35	5.0695	-4.6195
143	101	105.01	104.512	0.497928	-4.01043
144	101.2	106.475	104.038	2.43763	-5.27513
145	96.5	97.8982	104.283	-6.38516	-1.39817
146	99.5	98.8947	104.267	-5.37192	0.605258
147	123.8	112.193	103.9	8.29269	11.6073
148	94.6	102.419	104.2	-1.78101	-7.81899
149	95.8	100.767	104.904	-4.13752	-4.96665
150	105.4	109.809	105.342	4.46717	-4.40884
151	104.4	101.442	105.7	-4.2582	2.9582
152	105.2	100.832	105.892	-5.05942	4.36776
153	112.7	111.828	105.6	6.22832	0.87168
154	114.8	111.278	106.208	5.0695	3.52217
155	108.9	108.135	107.637	0.497928	0.764572
156	103.8	111.133	108.696	2.43763	-7.33347
157	102.5	103.302	109.687	-6.38516	-0.80234
158	98.1	104.803	110.175	-5.37192	-6.70308
159	118.2	118.468	110.175	8.29269	-0.267689
160	114.8	108.802	110.583	-1.78101	5.99768
161	109.9	107.133	111.271	-4.13752	2.76669
162	116.7	116.48	112.012	4.46717	0.220332
163	116.9	108.196	112.454	-4.2582	8.70403
164	104.4	108.016	113.075	-5.05942	-3.61558
165	113.5	120.032	113.804	6.22832	-6.53249
166	123.8	119.244	114.175	5.0695	4.5555
167	116.4	115.252	114.754	0.497928	1.14791
168	114.1	118.092	115.654	2.43763	-3.9918
169	102.8	109.59	115.975	-6.38516	-6.78984
170	112.7	110.395	115.767	-5.37192	2.30526
171	121.1	125.105	116.812	8.29269	-4.00519
172	120.8	116.431	118.212	-1.78101	4.36851
173	117.8	114.758	118.896	-4.13752	3.04169
174	130.4	124.013	119.546	4.46717	6.387
175	110.9	115.958	120.217	-4.2582	-5.05847
176	105.4	114.995	120.054	-5.05942	-9.59474
177	137.6	126.128	119.9	6.22832	11.4717
178	133.3	125.278	120.208	5.0695	8.02217
179	123.3	120.377	119.879	0.497928	2.92291
180	122.8	121.629	119.192	2.43763	1.1707
181	110.2	112.527	118.913	-6.38516	-2.32734
182	101.4	114.066	119.438	-5.37192	-12.6656
183	128.7	127.897	119.604	8.29269	0.803144
184	120.6	117.306	119.088	-1.78101	3.29351
185	110.1	114.729	118.867	-4.13752	-4.62915
186	121.6	123.276	118.808	4.46717	-1.6755
187	113	114.396	118.654	-4.2582	-1.39597
188	115.9	114.003	119.062	-5.05942	1.89692
189	131.1	125.807	119.579	6.22832	5.29251
190	127.4	124.715	119.646	5.0695	2.68467
191	123.9	120.548	120.05	0.497928	3.35207
192	120.8	123.663	121.225	2.43763	-2.86263
193	108.5	116.24	122.625	-6.38516	-7.73984
194	112.9	118.361	123.733	-5.37192	-5.46141
195	129.6	132.764	124.471	8.29269	-3.16352
196	121.3	122.881	124.662	-1.78101	-1.58149
197	119.1	120.358	124.496	-4.13752	-1.25831
198	140.8	129.813	125.346	4.46717	10.987
199	127.4	122.379	126.637	-4.2582	5.0207
200	128.1	122.328	127.388	-5.05942	5.77192
201	136.6	134.428	128.2	6.22832	2.17168
202	126.5	133.519	128.45	5.0695	-7.0195
203	120.8	129.035	128.537	0.497928	-8.23543
204	144.3	130.988	128.55	2.43763	13.3124
205	116	121.965	128.35	-6.38516	-5.96484
206	123.4	123.124	128.496	-5.37192	0.276091
207	138.6	NA	NA	8.29269	NA
208	118.3	NA	NA	-1.78101	NA
209	124.2	NA	NA	-4.13752	NA
210	136	NA	NA	4.46717	NA
211	127.4	NA	NA	-4.2582	NA
212	131.6	NA	NA	-5.05942	NA

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Figure 3

PNG link

Postscript link

PDF link

Figure 4

PNG link

Postscript link

PDF link

Parameters (Session):

Parameters (R input):

par1 = additive ; par2 = 12 ;

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

par2 <- 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