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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Thu, 14 Dec 2017 16:42:40 +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/14/t15132664081mfd5m6drzveioc.htm/, Retrieved Tue, 14 May 2024 19:40:10 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309541, Retrieved Tue, 14 May 2024 19:40:10 +0000

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-       [Classical Decomposition] [] [2017-12-14 15:42:40] [c34712453b62a314277c4dd71143a000] [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=309541&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=309541&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309541&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	120.7	NA	NA	1.45321	NA
2	134.1	NA	NA	6.06056	NA
3	143.6	NA	NA	10.7761	NA
4	115.1	NA	NA	-0.784034	NA
5	135.1	NA	NA	-6.50383	NA
6	123.6	NA	NA	3.06649	NA
7	110.7	123.647	128.912	-5.26518	-12.9473
8	104.3	110.488	129.696	-19.2073	-6.1885
9	143.7	141.818	130	11.8179	1.88209
10	149.7	143.115	130.525	12.5902	6.58478
11	143.3	133.089	130.737	2.35149	10.211
12	115.3	114.615	130.971	-16.3556	0.684785
13	136.2	133.316	131.862	1.45321	2.88429
14	137.4	138.598	132.538	6.06056	-1.19806
15	147.6	143.359	132.583	10.7761	4.24054
16	123.7	131.662	132.446	-0.784034	-7.9618
17	131.6	125.555	132.058	-6.50383	6.04549
18	132.7	134.254	131.188	3.06649	-1.55399
19	123	125.418	130.683	-5.26518	-2.41816
20	108.2	111.401	130.608	-19.2073	-3.201
21	140.9	142.022	130.204	11.8179	-1.12208
22	149.2	142.769	130.179	12.5902	6.43062
23	134.5	132.535	130.183	2.35149	1.96518
24	103.2	113.149	129.504	-16.3556	-9.94855
25	136.2	130.666	129.212	1.45321	5.53429
26	135.6	135.277	129.217	6.06056	0.322775
27	139.7	140.055	129.279	10.7761	-0.355289
28	131	128.828	129.612	-0.784034	2.17153
29	124.4	123.171	129.675	-6.50383	1.22883
30	123.6	132.712	129.646	3.06649	-9.11232
31	125.1	124.481	129.746	-5.26518	0.619344
32	106.2	110.451	129.658	-19.2073	-4.251
33	144.4	140.972	129.154	11.8179	3.42792
34	153.7	141.253	128.662	12.5902	12.4473
35	131.5	130.46	128.108	2.35149	1.04018
36	105.5	111.007	127.362	-16.3556	-5.50688
37	136.3	128.141	126.688	1.45321	8.15929
38	133.4	131.94	125.879	6.06056	1.46027
39	129.8	136.109	125.333	10.7761	-6.30946
40	129.1	123.891	124.675	-0.784034	5.20903
41	113	117.217	123.721	-6.50383	-4.21701
42	117.1	126.371	123.304	3.06649	-9.27065
43	115.4	117.46	122.725	-5.26518	-2.05982
44	96.5	102.459	121.667	-19.2073	-5.95933
45	141	133.343	121.525	11.8179	7.65709
46	141.3	134.007	121.417	12.5902	7.29312
47	121	123.081	120.729	2.35149	-2.08066
48	106	104.503	120.858	-16.3556	1.49728
49	121.9	122.512	121.058	1.45321	-0.611539
50	122.4	127.044	120.983	6.06056	-4.64389
51	137.4	131.78	121.004	10.7761	5.61971
52	118.9	119.608	120.392	-0.784034	-0.707633
53	106.7	113.409	119.912	-6.50383	-6.70867
54	126.5	123.016	119.95	3.06649	3.48351
55	110.8	114.318	119.583	-5.26518	-3.51816
56	99.3	100.084	119.292	-19.2073	-0.784333
57	138.7	130.843	119.025	11.8179	7.85709
58	128.9	131.174	118.583	12.5902	-2.27355
59	121.9	120.793	118.442	2.35149	1.10684
60	106	101.857	118.212	-16.3556	4.14312
61	113.1	119.241	117.788	1.45321	-6.14071
62	124.2	123.673	117.612	6.06056	0.526942
63	129.2	128.164	117.387	10.7761	1.03638
64	116.5	115.941	116.725	-0.784034	0.559034
65	105.7	110.063	116.567	-6.50383	-4.36284
66	122	119.896	116.829	3.06649	2.10435
67	105.1	111.722	116.988	-5.26518	-6.62232
68	100.8	97.8385	117.046	-19.2073	2.9615
69	131.8	129.155	117.337	11.8179	2.64459
70	119.9	129.957	117.367	12.5902	-10.0569
71	127.1	119.785	117.433	2.35149	7.31518
72	107.1	101.782	118.137	-16.3556	5.31812
73	115.8	120.191	118.737	1.45321	-4.39071
74	122.9	125.186	119.125	6.06056	-2.28556
75	137.5	130.364	119.588	10.7761	7.13638
76	108.9	120.024	120.808	-0.784034	-11.1243
77	114.9	115.546	122.05	-6.50383	-0.646174
78	129.7	125.458	122.392	3.06649	4.24185
79	111.8	117.589	122.854	-5.26518	-5.78899
80	103.4	104.705	123.912	-19.2073	-1.30517
81	140.3	136.61	124.792	11.8179	3.69042
82	140.7	138.015	125.425	12.5902	2.68478
83	136.1	128.206	125.854	2.35149	7.89434
84	106.3	109.582	125.937	-16.3556	-3.28188
85	127.7	127.595	126.142	1.45321	0.105128
86	136.4	132.594	126.533	6.06056	3.80611
87	145.1	137.076	126.3	10.7761	8.02388
88	116.5	125.308	126.092	-0.784034	-8.80763
89	117.6	119.425	125.929	-6.50383	-1.82534
90	129	128.246	125.179	3.06649	0.754347
91	117.4	119.439	124.704	-5.26518	-2.03899
92	107.2	105.163	124.371	-19.2073	2.0365
93	130.9	135.068	123.25	11.8179	-4.16791
94	145.1	135.853	123.262	12.5902	9.24728
95	127.8	125.985	123.633	2.35149	1.81518
96	96.6	106.124	122.479	-16.3556	-9.52355
97	126	122.903	121.45	1.45321	3.09679
98	130.1	126.148	120.088	6.06056	3.95194
99	124.5	129.264	118.488	10.7761	-4.76362
100	137.4	115.862	116.646	-0.784034	21.5382
101	105.6	107.571	114.075	-6.50383	-1.97117
102	113.3	115.254	112.188	3.06649	-1.95399
103	108.4	105.097	110.362	-5.26518	3.30268
104	83.5	88.4468	107.654	-19.2073	-4.94683
105	116.2	117.039	105.221	11.8179	-0.838745
106	115.6	114.869	102.279	12.5902	0.730618
107	95.6	101.626	99.275	2.35149	-6.02649
108	83.5	81.0402	97.3958	-16.3556	2.45978
109	95.3	97.3657	95.9125	1.45321	-2.06571
110	95.8	100.919	94.8583	6.06056	-5.11889
111	100.4	104.634	93.8583	10.7761	-4.23446
112	90.9	91.9618	92.7458	-0.784034	-1.0618
113	80	85.6128	92.1167	-6.50383	-5.61284
114	93.8	95.0457	91.9792	3.06649	-1.24565
115	92.3	86.5557	91.8208	-5.26518	5.74434
116	74.3	72.6843	91.8917	-19.2073	1.61567
117	101.4	104.301	92.4833	11.8179	-2.90124
118	103.7	105.832	93.2417	12.5902	-2.13188
119	92.4	96.4432	94.0917	2.35149	-4.04316
120	83.4	78.9069	95.2625	-16.3556	4.49312
121	91.6	97.5949	96.1417	1.45321	-5.99487
122	101.2	102.623	96.5625	6.06056	-1.42306
123	109.2	108.139	97.3625	10.7761	1.06138
124	100.3	97.3826	98.1667	-0.784034	2.91737
125	91	92.4087	98.9125	-6.50383	-1.40867
126	110.9	102.771	99.7042	3.06649	8.12935
127	96.3	94.8682	100.133	-5.26518	1.43184
128	80.4	81.0177	100.225	-19.2073	-0.617666
129	114.5	112.289	100.471	11.8179	2.21126
130	109.9	113.094	100.504	12.5902	-3.19438
131	104.1	103.089	100.738	2.35149	1.01101
132	90.7	84.2944	100.65	-16.3556	6.40562
133	94.6	101.274	99.8208	1.45321	-6.67404
134	100.4	105.648	99.5875	6.06056	-5.24806
135	115.9	110.093	99.3167	10.7761	5.80721
136	94.4	97.841	98.625	-0.784034	-3.44097
137	102.5	91.367	97.8708	-6.50383	11.133
138	97.3	100.175	97.1083	3.06649	-2.87482
139	90	91.3432	96.6083	-5.26518	-1.34316
140	81.1	77.2177	96.425	-19.2073	3.88233
141	107.3	107.439	95.6208	11.8179	-0.138745
142	100.5	106.949	94.3583	12.5902	-6.44855
143	95.4	95.4598	93.1083	2.35149	-0.0598231
144	81.1	75.7569	92.1125	-16.3556	5.34312
145	92.2	93.0157	91.5625	1.45321	-0.815705
146	98.4	97.0356	90.975	6.06056	1.36444
147	98.6	100.697	89.9208	10.7761	-2.09696
148	81.4	88.4535	89.2375	-0.784034	-7.05347
149	85.5	82.4503	88.9542	-6.50383	3.04966
150	90.4	91.0332	87.9667	3.06649	-0.633153
151	83.7	81.8307	87.0958	-5.26518	1.86934
152	73.3	67.3218	86.5292	-19.2073	5.97817
153	89.8	97.6971	85.8792	11.8179	-7.89708
154	101.6	98.311	85.7208	12.5902	3.28895
155	87.5	88.1515	85.8	2.35149	-0.65149
156	65.3	69.2319	85.5875	-16.3556	-3.93188
157	87.1	87.1324	85.6792	1.45321	-0.0323721
158	89.9	91.6689	85.6083	6.06056	-1.76889
159	91.5	96.197	85.4208	10.7761	-4.69696
160	84.7	84.6035	85.3875	-0.784034	0.0965342
161	84.1	78.592	85.0958	-6.50383	5.50799
162	86.7	88.1498	85.0833	3.06649	-1.44982
163	89.6	80.264	85.5292	-5.26518	9.33601
164	65.7	66.9177	86.125	-19.2073	-1.21767
165	92.9	98.3429	86.525	11.8179	-5.44291
166	97.7	99.4569	86.8667	12.5902	-1.75688
167	84.4	89.3098	86.9583	2.35149	-4.90982
168	68.1	70.5944	86.95	-16.3556	-2.49438
169	95	88.7032	87.25	1.45321	6.29679
170	96.3	93.6272	87.5667	6.06056	2.67277
171	94.7	99.0011	88.225	10.7761	-4.30112
172	89.7	88.1535	88.9375	-0.784034	1.54653
173	81.3	82.6087	89.1125	-6.50383	-1.30867
174	89.3	92.4582	89.3917	3.06649	-3.15815
175	94.2	84.3223	89.5875	-5.26518	9.87768
176	68.7	70.4635	89.6708	-19.2073	-1.7635
177	105.7	101.855	90.0375	11.8179	3.84459
178	102	103.028	90.4375	12.5902	-1.02772
179	84.3	93.1057	90.7542	2.35149	-8.80566
180	74.9	75.0485	91.4042	-16.3556	-0.148549
181	92.9	93.2782	91.825	1.45321	-0.378205
182	100.4	98.2314	92.1708	6.06056	2.16861
183	99.4	103.214	92.4375	10.7761	-3.81362
184	94.6	91.2701	92.0542	-0.784034	3.32987
185	84	85.5087	92.0125	-6.50383	-1.50867
186	102.2	95.3165	92.25	3.06649	6.88351
187	91.4	86.939	92.2042	-5.26518	4.46101
188	79.8	72.8802	92.0875	-19.2073	6.91983
189	101	103.86	92.0417	11.8179	-2.85958
190	97.5	104.394	91.8042	12.5902	-6.89438
191	87.8	93.9932	91.6417	2.35149	-6.19316
192	77.1	75.0694	91.425	-16.3556	2.03062
193	89.6	92.299	90.8458	1.45321	-2.69904
194	100.9	96.3772	90.3167	6.06056	4.52277
195	97.8	100.539	89.7625	10.7761	-2.73862
196	90.5	88.0951	88.8792	-0.784034	2.40487
197	84.2	81.9795	88.4833	-6.50383	2.22049
198	96.8	91.529	88.4625	3.06649	5.27101
199	82.9	83.214	88.4792	-5.26518	-0.31399
200	75.6	69.1677	88.375	-19.2073	6.43233
201	91.9	100.155	88.3375	11.8179	-8.25541
202	85.4	100.732	88.1417	12.5902	-15.3319
203	90.4	90.3973	88.0458	2.35149	0.00267693
204	74	71.9485	88.3042	-16.3556	2.05145
205	93.1	89.7824	88.3292	1.45321	3.31763
206	94.9	94.4189	88.3583	6.06056	0.481108
207	102.9	NA	NA	10.7761	NA
208	80.7	NA	NA	-0.784034	NA
209	91.7	NA	NA	-6.50383	NA
210	95.5	NA	NA	3.06649	NA
211	84.8	NA	NA	-5.26518	NA
212	74.4	NA	NA	-19.2073	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 120.7 & NA & NA & 1.45321 & NA \tabularnewline
2 & 134.1 & NA & NA & 6.06056 & NA \tabularnewline
3 & 143.6 & NA & NA & 10.7761 & NA \tabularnewline
4 & 115.1 & NA & NA & -0.784034 & NA \tabularnewline
5 & 135.1 & NA & NA & -6.50383 & NA \tabularnewline
6 & 123.6 & NA & NA & 3.06649 & NA \tabularnewline
7 & 110.7 & 123.647 & 128.912 & -5.26518 & -12.9473 \tabularnewline
8 & 104.3 & 110.488 & 129.696 & -19.2073 & -6.1885 \tabularnewline
9 & 143.7 & 141.818 & 130 & 11.8179 & 1.88209 \tabularnewline
10 & 149.7 & 143.115 & 130.525 & 12.5902 & 6.58478 \tabularnewline
11 & 143.3 & 133.089 & 130.737 & 2.35149 & 10.211 \tabularnewline
12 & 115.3 & 114.615 & 130.971 & -16.3556 & 0.684785 \tabularnewline
13 & 136.2 & 133.316 & 131.862 & 1.45321 & 2.88429 \tabularnewline
14 & 137.4 & 138.598 & 132.538 & 6.06056 & -1.19806 \tabularnewline
15 & 147.6 & 143.359 & 132.583 & 10.7761 & 4.24054 \tabularnewline
16 & 123.7 & 131.662 & 132.446 & -0.784034 & -7.9618 \tabularnewline
17 & 131.6 & 125.555 & 132.058 & -6.50383 & 6.04549 \tabularnewline
18 & 132.7 & 134.254 & 131.188 & 3.06649 & -1.55399 \tabularnewline
19 & 123 & 125.418 & 130.683 & -5.26518 & -2.41816 \tabularnewline
20 & 108.2 & 111.401 & 130.608 & -19.2073 & -3.201 \tabularnewline
21 & 140.9 & 142.022 & 130.204 & 11.8179 & -1.12208 \tabularnewline
22 & 149.2 & 142.769 & 130.179 & 12.5902 & 6.43062 \tabularnewline
23 & 134.5 & 132.535 & 130.183 & 2.35149 & 1.96518 \tabularnewline
24 & 103.2 & 113.149 & 129.504 & -16.3556 & -9.94855 \tabularnewline
25 & 136.2 & 130.666 & 129.212 & 1.45321 & 5.53429 \tabularnewline
26 & 135.6 & 135.277 & 129.217 & 6.06056 & 0.322775 \tabularnewline
27 & 139.7 & 140.055 & 129.279 & 10.7761 & -0.355289 \tabularnewline
28 & 131 & 128.828 & 129.612 & -0.784034 & 2.17153 \tabularnewline
29 & 124.4 & 123.171 & 129.675 & -6.50383 & 1.22883 \tabularnewline
30 & 123.6 & 132.712 & 129.646 & 3.06649 & -9.11232 \tabularnewline
31 & 125.1 & 124.481 & 129.746 & -5.26518 & 0.619344 \tabularnewline
32 & 106.2 & 110.451 & 129.658 & -19.2073 & -4.251 \tabularnewline
33 & 144.4 & 140.972 & 129.154 & 11.8179 & 3.42792 \tabularnewline
34 & 153.7 & 141.253 & 128.662 & 12.5902 & 12.4473 \tabularnewline
35 & 131.5 & 130.46 & 128.108 & 2.35149 & 1.04018 \tabularnewline
36 & 105.5 & 111.007 & 127.362 & -16.3556 & -5.50688 \tabularnewline
37 & 136.3 & 128.141 & 126.688 & 1.45321 & 8.15929 \tabularnewline
38 & 133.4 & 131.94 & 125.879 & 6.06056 & 1.46027 \tabularnewline
39 & 129.8 & 136.109 & 125.333 & 10.7761 & -6.30946 \tabularnewline
40 & 129.1 & 123.891 & 124.675 & -0.784034 & 5.20903 \tabularnewline
41 & 113 & 117.217 & 123.721 & -6.50383 & -4.21701 \tabularnewline
42 & 117.1 & 126.371 & 123.304 & 3.06649 & -9.27065 \tabularnewline
43 & 115.4 & 117.46 & 122.725 & -5.26518 & -2.05982 \tabularnewline
44 & 96.5 & 102.459 & 121.667 & -19.2073 & -5.95933 \tabularnewline
45 & 141 & 133.343 & 121.525 & 11.8179 & 7.65709 \tabularnewline
46 & 141.3 & 134.007 & 121.417 & 12.5902 & 7.29312 \tabularnewline
47 & 121 & 123.081 & 120.729 & 2.35149 & -2.08066 \tabularnewline
48 & 106 & 104.503 & 120.858 & -16.3556 & 1.49728 \tabularnewline
49 & 121.9 & 122.512 & 121.058 & 1.45321 & -0.611539 \tabularnewline
50 & 122.4 & 127.044 & 120.983 & 6.06056 & -4.64389 \tabularnewline
51 & 137.4 & 131.78 & 121.004 & 10.7761 & 5.61971 \tabularnewline
52 & 118.9 & 119.608 & 120.392 & -0.784034 & -0.707633 \tabularnewline
53 & 106.7 & 113.409 & 119.912 & -6.50383 & -6.70867 \tabularnewline
54 & 126.5 & 123.016 & 119.95 & 3.06649 & 3.48351 \tabularnewline
55 & 110.8 & 114.318 & 119.583 & -5.26518 & -3.51816 \tabularnewline
56 & 99.3 & 100.084 & 119.292 & -19.2073 & -0.784333 \tabularnewline
57 & 138.7 & 130.843 & 119.025 & 11.8179 & 7.85709 \tabularnewline
58 & 128.9 & 131.174 & 118.583 & 12.5902 & -2.27355 \tabularnewline
59 & 121.9 & 120.793 & 118.442 & 2.35149 & 1.10684 \tabularnewline
60 & 106 & 101.857 & 118.212 & -16.3556 & 4.14312 \tabularnewline
61 & 113.1 & 119.241 & 117.788 & 1.45321 & -6.14071 \tabularnewline
62 & 124.2 & 123.673 & 117.612 & 6.06056 & 0.526942 \tabularnewline
63 & 129.2 & 128.164 & 117.387 & 10.7761 & 1.03638 \tabularnewline
64 & 116.5 & 115.941 & 116.725 & -0.784034 & 0.559034 \tabularnewline
65 & 105.7 & 110.063 & 116.567 & -6.50383 & -4.36284 \tabularnewline
66 & 122 & 119.896 & 116.829 & 3.06649 & 2.10435 \tabularnewline
67 & 105.1 & 111.722 & 116.988 & -5.26518 & -6.62232 \tabularnewline
68 & 100.8 & 97.8385 & 117.046 & -19.2073 & 2.9615 \tabularnewline
69 & 131.8 & 129.155 & 117.337 & 11.8179 & 2.64459 \tabularnewline
70 & 119.9 & 129.957 & 117.367 & 12.5902 & -10.0569 \tabularnewline
71 & 127.1 & 119.785 & 117.433 & 2.35149 & 7.31518 \tabularnewline
72 & 107.1 & 101.782 & 118.137 & -16.3556 & 5.31812 \tabularnewline
73 & 115.8 & 120.191 & 118.737 & 1.45321 & -4.39071 \tabularnewline
74 & 122.9 & 125.186 & 119.125 & 6.06056 & -2.28556 \tabularnewline
75 & 137.5 & 130.364 & 119.588 & 10.7761 & 7.13638 \tabularnewline
76 & 108.9 & 120.024 & 120.808 & -0.784034 & -11.1243 \tabularnewline
77 & 114.9 & 115.546 & 122.05 & -6.50383 & -0.646174 \tabularnewline
78 & 129.7 & 125.458 & 122.392 & 3.06649 & 4.24185 \tabularnewline
79 & 111.8 & 117.589 & 122.854 & -5.26518 & -5.78899 \tabularnewline
80 & 103.4 & 104.705 & 123.912 & -19.2073 & -1.30517 \tabularnewline
81 & 140.3 & 136.61 & 124.792 & 11.8179 & 3.69042 \tabularnewline
82 & 140.7 & 138.015 & 125.425 & 12.5902 & 2.68478 \tabularnewline
83 & 136.1 & 128.206 & 125.854 & 2.35149 & 7.89434 \tabularnewline
84 & 106.3 & 109.582 & 125.937 & -16.3556 & -3.28188 \tabularnewline
85 & 127.7 & 127.595 & 126.142 & 1.45321 & 0.105128 \tabularnewline
86 & 136.4 & 132.594 & 126.533 & 6.06056 & 3.80611 \tabularnewline
87 & 145.1 & 137.076 & 126.3 & 10.7761 & 8.02388 \tabularnewline
88 & 116.5 & 125.308 & 126.092 & -0.784034 & -8.80763 \tabularnewline
89 & 117.6 & 119.425 & 125.929 & -6.50383 & -1.82534 \tabularnewline
90 & 129 & 128.246 & 125.179 & 3.06649 & 0.754347 \tabularnewline
91 & 117.4 & 119.439 & 124.704 & -5.26518 & -2.03899 \tabularnewline
92 & 107.2 & 105.163 & 124.371 & -19.2073 & 2.0365 \tabularnewline
93 & 130.9 & 135.068 & 123.25 & 11.8179 & -4.16791 \tabularnewline
94 & 145.1 & 135.853 & 123.262 & 12.5902 & 9.24728 \tabularnewline
95 & 127.8 & 125.985 & 123.633 & 2.35149 & 1.81518 \tabularnewline
96 & 96.6 & 106.124 & 122.479 & -16.3556 & -9.52355 \tabularnewline
97 & 126 & 122.903 & 121.45 & 1.45321 & 3.09679 \tabularnewline
98 & 130.1 & 126.148 & 120.088 & 6.06056 & 3.95194 \tabularnewline
99 & 124.5 & 129.264 & 118.488 & 10.7761 & -4.76362 \tabularnewline
100 & 137.4 & 115.862 & 116.646 & -0.784034 & 21.5382 \tabularnewline
101 & 105.6 & 107.571 & 114.075 & -6.50383 & -1.97117 \tabularnewline
102 & 113.3 & 115.254 & 112.188 & 3.06649 & -1.95399 \tabularnewline
103 & 108.4 & 105.097 & 110.362 & -5.26518 & 3.30268 \tabularnewline
104 & 83.5 & 88.4468 & 107.654 & -19.2073 & -4.94683 \tabularnewline
105 & 116.2 & 117.039 & 105.221 & 11.8179 & -0.838745 \tabularnewline
106 & 115.6 & 114.869 & 102.279 & 12.5902 & 0.730618 \tabularnewline
107 & 95.6 & 101.626 & 99.275 & 2.35149 & -6.02649 \tabularnewline
108 & 83.5 & 81.0402 & 97.3958 & -16.3556 & 2.45978 \tabularnewline
109 & 95.3 & 97.3657 & 95.9125 & 1.45321 & -2.06571 \tabularnewline
110 & 95.8 & 100.919 & 94.8583 & 6.06056 & -5.11889 \tabularnewline
111 & 100.4 & 104.634 & 93.8583 & 10.7761 & -4.23446 \tabularnewline
112 & 90.9 & 91.9618 & 92.7458 & -0.784034 & -1.0618 \tabularnewline
113 & 80 & 85.6128 & 92.1167 & -6.50383 & -5.61284 \tabularnewline
114 & 93.8 & 95.0457 & 91.9792 & 3.06649 & -1.24565 \tabularnewline
115 & 92.3 & 86.5557 & 91.8208 & -5.26518 & 5.74434 \tabularnewline
116 & 74.3 & 72.6843 & 91.8917 & -19.2073 & 1.61567 \tabularnewline
117 & 101.4 & 104.301 & 92.4833 & 11.8179 & -2.90124 \tabularnewline
118 & 103.7 & 105.832 & 93.2417 & 12.5902 & -2.13188 \tabularnewline
119 & 92.4 & 96.4432 & 94.0917 & 2.35149 & -4.04316 \tabularnewline
120 & 83.4 & 78.9069 & 95.2625 & -16.3556 & 4.49312 \tabularnewline
121 & 91.6 & 97.5949 & 96.1417 & 1.45321 & -5.99487 \tabularnewline
122 & 101.2 & 102.623 & 96.5625 & 6.06056 & -1.42306 \tabularnewline
123 & 109.2 & 108.139 & 97.3625 & 10.7761 & 1.06138 \tabularnewline
124 & 100.3 & 97.3826 & 98.1667 & -0.784034 & 2.91737 \tabularnewline
125 & 91 & 92.4087 & 98.9125 & -6.50383 & -1.40867 \tabularnewline
126 & 110.9 & 102.771 & 99.7042 & 3.06649 & 8.12935 \tabularnewline
127 & 96.3 & 94.8682 & 100.133 & -5.26518 & 1.43184 \tabularnewline
128 & 80.4 & 81.0177 & 100.225 & -19.2073 & -0.617666 \tabularnewline
129 & 114.5 & 112.289 & 100.471 & 11.8179 & 2.21126 \tabularnewline
130 & 109.9 & 113.094 & 100.504 & 12.5902 & -3.19438 \tabularnewline
131 & 104.1 & 103.089 & 100.738 & 2.35149 & 1.01101 \tabularnewline
132 & 90.7 & 84.2944 & 100.65 & -16.3556 & 6.40562 \tabularnewline
133 & 94.6 & 101.274 & 99.8208 & 1.45321 & -6.67404 \tabularnewline
134 & 100.4 & 105.648 & 99.5875 & 6.06056 & -5.24806 \tabularnewline
135 & 115.9 & 110.093 & 99.3167 & 10.7761 & 5.80721 \tabularnewline
136 & 94.4 & 97.841 & 98.625 & -0.784034 & -3.44097 \tabularnewline
137 & 102.5 & 91.367 & 97.8708 & -6.50383 & 11.133 \tabularnewline
138 & 97.3 & 100.175 & 97.1083 & 3.06649 & -2.87482 \tabularnewline
139 & 90 & 91.3432 & 96.6083 & -5.26518 & -1.34316 \tabularnewline
140 & 81.1 & 77.2177 & 96.425 & -19.2073 & 3.88233 \tabularnewline
141 & 107.3 & 107.439 & 95.6208 & 11.8179 & -0.138745 \tabularnewline
142 & 100.5 & 106.949 & 94.3583 & 12.5902 & -6.44855 \tabularnewline
143 & 95.4 & 95.4598 & 93.1083 & 2.35149 & -0.0598231 \tabularnewline
144 & 81.1 & 75.7569 & 92.1125 & -16.3556 & 5.34312 \tabularnewline
145 & 92.2 & 93.0157 & 91.5625 & 1.45321 & -0.815705 \tabularnewline
146 & 98.4 & 97.0356 & 90.975 & 6.06056 & 1.36444 \tabularnewline
147 & 98.6 & 100.697 & 89.9208 & 10.7761 & -2.09696 \tabularnewline
148 & 81.4 & 88.4535 & 89.2375 & -0.784034 & -7.05347 \tabularnewline
149 & 85.5 & 82.4503 & 88.9542 & -6.50383 & 3.04966 \tabularnewline
150 & 90.4 & 91.0332 & 87.9667 & 3.06649 & -0.633153 \tabularnewline
151 & 83.7 & 81.8307 & 87.0958 & -5.26518 & 1.86934 \tabularnewline
152 & 73.3 & 67.3218 & 86.5292 & -19.2073 & 5.97817 \tabularnewline
153 & 89.8 & 97.6971 & 85.8792 & 11.8179 & -7.89708 \tabularnewline
154 & 101.6 & 98.311 & 85.7208 & 12.5902 & 3.28895 \tabularnewline
155 & 87.5 & 88.1515 & 85.8 & 2.35149 & -0.65149 \tabularnewline
156 & 65.3 & 69.2319 & 85.5875 & -16.3556 & -3.93188 \tabularnewline
157 & 87.1 & 87.1324 & 85.6792 & 1.45321 & -0.0323721 \tabularnewline
158 & 89.9 & 91.6689 & 85.6083 & 6.06056 & -1.76889 \tabularnewline
159 & 91.5 & 96.197 & 85.4208 & 10.7761 & -4.69696 \tabularnewline
160 & 84.7 & 84.6035 & 85.3875 & -0.784034 & 0.0965342 \tabularnewline
161 & 84.1 & 78.592 & 85.0958 & -6.50383 & 5.50799 \tabularnewline
162 & 86.7 & 88.1498 & 85.0833 & 3.06649 & -1.44982 \tabularnewline
163 & 89.6 & 80.264 & 85.5292 & -5.26518 & 9.33601 \tabularnewline
164 & 65.7 & 66.9177 & 86.125 & -19.2073 & -1.21767 \tabularnewline
165 & 92.9 & 98.3429 & 86.525 & 11.8179 & -5.44291 \tabularnewline
166 & 97.7 & 99.4569 & 86.8667 & 12.5902 & -1.75688 \tabularnewline
167 & 84.4 & 89.3098 & 86.9583 & 2.35149 & -4.90982 \tabularnewline
168 & 68.1 & 70.5944 & 86.95 & -16.3556 & -2.49438 \tabularnewline
169 & 95 & 88.7032 & 87.25 & 1.45321 & 6.29679 \tabularnewline
170 & 96.3 & 93.6272 & 87.5667 & 6.06056 & 2.67277 \tabularnewline
171 & 94.7 & 99.0011 & 88.225 & 10.7761 & -4.30112 \tabularnewline
172 & 89.7 & 88.1535 & 88.9375 & -0.784034 & 1.54653 \tabularnewline
173 & 81.3 & 82.6087 & 89.1125 & -6.50383 & -1.30867 \tabularnewline
174 & 89.3 & 92.4582 & 89.3917 & 3.06649 & -3.15815 \tabularnewline
175 & 94.2 & 84.3223 & 89.5875 & -5.26518 & 9.87768 \tabularnewline
176 & 68.7 & 70.4635 & 89.6708 & -19.2073 & -1.7635 \tabularnewline
177 & 105.7 & 101.855 & 90.0375 & 11.8179 & 3.84459 \tabularnewline
178 & 102 & 103.028 & 90.4375 & 12.5902 & -1.02772 \tabularnewline
179 & 84.3 & 93.1057 & 90.7542 & 2.35149 & -8.80566 \tabularnewline
180 & 74.9 & 75.0485 & 91.4042 & -16.3556 & -0.148549 \tabularnewline
181 & 92.9 & 93.2782 & 91.825 & 1.45321 & -0.378205 \tabularnewline
182 & 100.4 & 98.2314 & 92.1708 & 6.06056 & 2.16861 \tabularnewline
183 & 99.4 & 103.214 & 92.4375 & 10.7761 & -3.81362 \tabularnewline
184 & 94.6 & 91.2701 & 92.0542 & -0.784034 & 3.32987 \tabularnewline
185 & 84 & 85.5087 & 92.0125 & -6.50383 & -1.50867 \tabularnewline
186 & 102.2 & 95.3165 & 92.25 & 3.06649 & 6.88351 \tabularnewline
187 & 91.4 & 86.939 & 92.2042 & -5.26518 & 4.46101 \tabularnewline
188 & 79.8 & 72.8802 & 92.0875 & -19.2073 & 6.91983 \tabularnewline
189 & 101 & 103.86 & 92.0417 & 11.8179 & -2.85958 \tabularnewline
190 & 97.5 & 104.394 & 91.8042 & 12.5902 & -6.89438 \tabularnewline
191 & 87.8 & 93.9932 & 91.6417 & 2.35149 & -6.19316 \tabularnewline
192 & 77.1 & 75.0694 & 91.425 & -16.3556 & 2.03062 \tabularnewline
193 & 89.6 & 92.299 & 90.8458 & 1.45321 & -2.69904 \tabularnewline
194 & 100.9 & 96.3772 & 90.3167 & 6.06056 & 4.52277 \tabularnewline
195 & 97.8 & 100.539 & 89.7625 & 10.7761 & -2.73862 \tabularnewline
196 & 90.5 & 88.0951 & 88.8792 & -0.784034 & 2.40487 \tabularnewline
197 & 84.2 & 81.9795 & 88.4833 & -6.50383 & 2.22049 \tabularnewline
198 & 96.8 & 91.529 & 88.4625 & 3.06649 & 5.27101 \tabularnewline
199 & 82.9 & 83.214 & 88.4792 & -5.26518 & -0.31399 \tabularnewline
200 & 75.6 & 69.1677 & 88.375 & -19.2073 & 6.43233 \tabularnewline
201 & 91.9 & 100.155 & 88.3375 & 11.8179 & -8.25541 \tabularnewline
202 & 85.4 & 100.732 & 88.1417 & 12.5902 & -15.3319 \tabularnewline
203 & 90.4 & 90.3973 & 88.0458 & 2.35149 & 0.00267693 \tabularnewline
204 & 74 & 71.9485 & 88.3042 & -16.3556 & 2.05145 \tabularnewline
205 & 93.1 & 89.7824 & 88.3292 & 1.45321 & 3.31763 \tabularnewline
206 & 94.9 & 94.4189 & 88.3583 & 6.06056 & 0.481108 \tabularnewline
207 & 102.9 & NA & NA & 10.7761 & NA \tabularnewline
208 & 80.7 & NA & NA & -0.784034 & NA \tabularnewline
209 & 91.7 & NA & NA & -6.50383 & NA \tabularnewline
210 & 95.5 & NA & NA & 3.06649 & NA \tabularnewline
211 & 84.8 & NA & NA & -5.26518 & NA \tabularnewline
212 & 74.4 & NA & NA & -19.2073 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309541&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]120.7[/C][C]NA[/C][C]NA[/C][C]1.45321[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]134.1[/C][C]NA[/C][C]NA[/C][C]6.06056[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]143.6[/C][C]NA[/C][C]NA[/C][C]10.7761[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]115.1[/C][C]NA[/C][C]NA[/C][C]-0.784034[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]135.1[/C][C]NA[/C][C]NA[/C][C]-6.50383[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]123.6[/C][C]NA[/C][C]NA[/C][C]3.06649[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]110.7[/C][C]123.647[/C][C]128.912[/C][C]-5.26518[/C][C]-12.9473[/C][/ROW]
[ROW][C]8[/C][C]104.3[/C][C]110.488[/C][C]129.696[/C][C]-19.2073[/C][C]-6.1885[/C][/ROW]
[ROW][C]9[/C][C]143.7[/C][C]141.818[/C][C]130[/C][C]11.8179[/C][C]1.88209[/C][/ROW]
[ROW][C]10[/C][C]149.7[/C][C]143.115[/C][C]130.525[/C][C]12.5902[/C][C]6.58478[/C][/ROW]
[ROW][C]11[/C][C]143.3[/C][C]133.089[/C][C]130.737[/C][C]2.35149[/C][C]10.211[/C][/ROW]
[ROW][C]12[/C][C]115.3[/C][C]114.615[/C][C]130.971[/C][C]-16.3556[/C][C]0.684785[/C][/ROW]
[ROW][C]13[/C][C]136.2[/C][C]133.316[/C][C]131.862[/C][C]1.45321[/C][C]2.88429[/C][/ROW]
[ROW][C]14[/C][C]137.4[/C][C]138.598[/C][C]132.538[/C][C]6.06056[/C][C]-1.19806[/C][/ROW]
[ROW][C]15[/C][C]147.6[/C][C]143.359[/C][C]132.583[/C][C]10.7761[/C][C]4.24054[/C][/ROW]
[ROW][C]16[/C][C]123.7[/C][C]131.662[/C][C]132.446[/C][C]-0.784034[/C][C]-7.9618[/C][/ROW]
[ROW][C]17[/C][C]131.6[/C][C]125.555[/C][C]132.058[/C][C]-6.50383[/C][C]6.04549[/C][/ROW]
[ROW][C]18[/C][C]132.7[/C][C]134.254[/C][C]131.188[/C][C]3.06649[/C][C]-1.55399[/C][/ROW]
[ROW][C]19[/C][C]123[/C][C]125.418[/C][C]130.683[/C][C]-5.26518[/C][C]-2.41816[/C][/ROW]
[ROW][C]20[/C][C]108.2[/C][C]111.401[/C][C]130.608[/C][C]-19.2073[/C][C]-3.201[/C][/ROW]
[ROW][C]21[/C][C]140.9[/C][C]142.022[/C][C]130.204[/C][C]11.8179[/C][C]-1.12208[/C][/ROW]
[ROW][C]22[/C][C]149.2[/C][C]142.769[/C][C]130.179[/C][C]12.5902[/C][C]6.43062[/C][/ROW]
[ROW][C]23[/C][C]134.5[/C][C]132.535[/C][C]130.183[/C][C]2.35149[/C][C]1.96518[/C][/ROW]
[ROW][C]24[/C][C]103.2[/C][C]113.149[/C][C]129.504[/C][C]-16.3556[/C][C]-9.94855[/C][/ROW]
[ROW][C]25[/C][C]136.2[/C][C]130.666[/C][C]129.212[/C][C]1.45321[/C][C]5.53429[/C][/ROW]
[ROW][C]26[/C][C]135.6[/C][C]135.277[/C][C]129.217[/C][C]6.06056[/C][C]0.322775[/C][/ROW]
[ROW][C]27[/C][C]139.7[/C][C]140.055[/C][C]129.279[/C][C]10.7761[/C][C]-0.355289[/C][/ROW]
[ROW][C]28[/C][C]131[/C][C]128.828[/C][C]129.612[/C][C]-0.784034[/C][C]2.17153[/C][/ROW]
[ROW][C]29[/C][C]124.4[/C][C]123.171[/C][C]129.675[/C][C]-6.50383[/C][C]1.22883[/C][/ROW]
[ROW][C]30[/C][C]123.6[/C][C]132.712[/C][C]129.646[/C][C]3.06649[/C][C]-9.11232[/C][/ROW]
[ROW][C]31[/C][C]125.1[/C][C]124.481[/C][C]129.746[/C][C]-5.26518[/C][C]0.619344[/C][/ROW]
[ROW][C]32[/C][C]106.2[/C][C]110.451[/C][C]129.658[/C][C]-19.2073[/C][C]-4.251[/C][/ROW]
[ROW][C]33[/C][C]144.4[/C][C]140.972[/C][C]129.154[/C][C]11.8179[/C][C]3.42792[/C][/ROW]
[ROW][C]34[/C][C]153.7[/C][C]141.253[/C][C]128.662[/C][C]12.5902[/C][C]12.4473[/C][/ROW]
[ROW][C]35[/C][C]131.5[/C][C]130.46[/C][C]128.108[/C][C]2.35149[/C][C]1.04018[/C][/ROW]
[ROW][C]36[/C][C]105.5[/C][C]111.007[/C][C]127.362[/C][C]-16.3556[/C][C]-5.50688[/C][/ROW]
[ROW][C]37[/C][C]136.3[/C][C]128.141[/C][C]126.688[/C][C]1.45321[/C][C]8.15929[/C][/ROW]
[ROW][C]38[/C][C]133.4[/C][C]131.94[/C][C]125.879[/C][C]6.06056[/C][C]1.46027[/C][/ROW]
[ROW][C]39[/C][C]129.8[/C][C]136.109[/C][C]125.333[/C][C]10.7761[/C][C]-6.30946[/C][/ROW]
[ROW][C]40[/C][C]129.1[/C][C]123.891[/C][C]124.675[/C][C]-0.784034[/C][C]5.20903[/C][/ROW]
[ROW][C]41[/C][C]113[/C][C]117.217[/C][C]123.721[/C][C]-6.50383[/C][C]-4.21701[/C][/ROW]
[ROW][C]42[/C][C]117.1[/C][C]126.371[/C][C]123.304[/C][C]3.06649[/C][C]-9.27065[/C][/ROW]
[ROW][C]43[/C][C]115.4[/C][C]117.46[/C][C]122.725[/C][C]-5.26518[/C][C]-2.05982[/C][/ROW]
[ROW][C]44[/C][C]96.5[/C][C]102.459[/C][C]121.667[/C][C]-19.2073[/C][C]-5.95933[/C][/ROW]
[ROW][C]45[/C][C]141[/C][C]133.343[/C][C]121.525[/C][C]11.8179[/C][C]7.65709[/C][/ROW]
[ROW][C]46[/C][C]141.3[/C][C]134.007[/C][C]121.417[/C][C]12.5902[/C][C]7.29312[/C][/ROW]
[ROW][C]47[/C][C]121[/C][C]123.081[/C][C]120.729[/C][C]2.35149[/C][C]-2.08066[/C][/ROW]
[ROW][C]48[/C][C]106[/C][C]104.503[/C][C]120.858[/C][C]-16.3556[/C][C]1.49728[/C][/ROW]
[ROW][C]49[/C][C]121.9[/C][C]122.512[/C][C]121.058[/C][C]1.45321[/C][C]-0.611539[/C][/ROW]
[ROW][C]50[/C][C]122.4[/C][C]127.044[/C][C]120.983[/C][C]6.06056[/C][C]-4.64389[/C][/ROW]
[ROW][C]51[/C][C]137.4[/C][C]131.78[/C][C]121.004[/C][C]10.7761[/C][C]5.61971[/C][/ROW]
[ROW][C]52[/C][C]118.9[/C][C]119.608[/C][C]120.392[/C][C]-0.784034[/C][C]-0.707633[/C][/ROW]
[ROW][C]53[/C][C]106.7[/C][C]113.409[/C][C]119.912[/C][C]-6.50383[/C][C]-6.70867[/C][/ROW]
[ROW][C]54[/C][C]126.5[/C][C]123.016[/C][C]119.95[/C][C]3.06649[/C][C]3.48351[/C][/ROW]
[ROW][C]55[/C][C]110.8[/C][C]114.318[/C][C]119.583[/C][C]-5.26518[/C][C]-3.51816[/C][/ROW]
[ROW][C]56[/C][C]99.3[/C][C]100.084[/C][C]119.292[/C][C]-19.2073[/C][C]-0.784333[/C][/ROW]
[ROW][C]57[/C][C]138.7[/C][C]130.843[/C][C]119.025[/C][C]11.8179[/C][C]7.85709[/C][/ROW]
[ROW][C]58[/C][C]128.9[/C][C]131.174[/C][C]118.583[/C][C]12.5902[/C][C]-2.27355[/C][/ROW]
[ROW][C]59[/C][C]121.9[/C][C]120.793[/C][C]118.442[/C][C]2.35149[/C][C]1.10684[/C][/ROW]
[ROW][C]60[/C][C]106[/C][C]101.857[/C][C]118.212[/C][C]-16.3556[/C][C]4.14312[/C][/ROW]
[ROW][C]61[/C][C]113.1[/C][C]119.241[/C][C]117.788[/C][C]1.45321[/C][C]-6.14071[/C][/ROW]
[ROW][C]62[/C][C]124.2[/C][C]123.673[/C][C]117.612[/C][C]6.06056[/C][C]0.526942[/C][/ROW]
[ROW][C]63[/C][C]129.2[/C][C]128.164[/C][C]117.387[/C][C]10.7761[/C][C]1.03638[/C][/ROW]
[ROW][C]64[/C][C]116.5[/C][C]115.941[/C][C]116.725[/C][C]-0.784034[/C][C]0.559034[/C][/ROW]
[ROW][C]65[/C][C]105.7[/C][C]110.063[/C][C]116.567[/C][C]-6.50383[/C][C]-4.36284[/C][/ROW]
[ROW][C]66[/C][C]122[/C][C]119.896[/C][C]116.829[/C][C]3.06649[/C][C]2.10435[/C][/ROW]
[ROW][C]67[/C][C]105.1[/C][C]111.722[/C][C]116.988[/C][C]-5.26518[/C][C]-6.62232[/C][/ROW]
[ROW][C]68[/C][C]100.8[/C][C]97.8385[/C][C]117.046[/C][C]-19.2073[/C][C]2.9615[/C][/ROW]
[ROW][C]69[/C][C]131.8[/C][C]129.155[/C][C]117.337[/C][C]11.8179[/C][C]2.64459[/C][/ROW]
[ROW][C]70[/C][C]119.9[/C][C]129.957[/C][C]117.367[/C][C]12.5902[/C][C]-10.0569[/C][/ROW]
[ROW][C]71[/C][C]127.1[/C][C]119.785[/C][C]117.433[/C][C]2.35149[/C][C]7.31518[/C][/ROW]
[ROW][C]72[/C][C]107.1[/C][C]101.782[/C][C]118.137[/C][C]-16.3556[/C][C]5.31812[/C][/ROW]
[ROW][C]73[/C][C]115.8[/C][C]120.191[/C][C]118.737[/C][C]1.45321[/C][C]-4.39071[/C][/ROW]
[ROW][C]74[/C][C]122.9[/C][C]125.186[/C][C]119.125[/C][C]6.06056[/C][C]-2.28556[/C][/ROW]
[ROW][C]75[/C][C]137.5[/C][C]130.364[/C][C]119.588[/C][C]10.7761[/C][C]7.13638[/C][/ROW]
[ROW][C]76[/C][C]108.9[/C][C]120.024[/C][C]120.808[/C][C]-0.784034[/C][C]-11.1243[/C][/ROW]
[ROW][C]77[/C][C]114.9[/C][C]115.546[/C][C]122.05[/C][C]-6.50383[/C][C]-0.646174[/C][/ROW]
[ROW][C]78[/C][C]129.7[/C][C]125.458[/C][C]122.392[/C][C]3.06649[/C][C]4.24185[/C][/ROW]
[ROW][C]79[/C][C]111.8[/C][C]117.589[/C][C]122.854[/C][C]-5.26518[/C][C]-5.78899[/C][/ROW]
[ROW][C]80[/C][C]103.4[/C][C]104.705[/C][C]123.912[/C][C]-19.2073[/C][C]-1.30517[/C][/ROW]
[ROW][C]81[/C][C]140.3[/C][C]136.61[/C][C]124.792[/C][C]11.8179[/C][C]3.69042[/C][/ROW]
[ROW][C]82[/C][C]140.7[/C][C]138.015[/C][C]125.425[/C][C]12.5902[/C][C]2.68478[/C][/ROW]
[ROW][C]83[/C][C]136.1[/C][C]128.206[/C][C]125.854[/C][C]2.35149[/C][C]7.89434[/C][/ROW]
[ROW][C]84[/C][C]106.3[/C][C]109.582[/C][C]125.937[/C][C]-16.3556[/C][C]-3.28188[/C][/ROW]
[ROW][C]85[/C][C]127.7[/C][C]127.595[/C][C]126.142[/C][C]1.45321[/C][C]0.105128[/C][/ROW]
[ROW][C]86[/C][C]136.4[/C][C]132.594[/C][C]126.533[/C][C]6.06056[/C][C]3.80611[/C][/ROW]
[ROW][C]87[/C][C]145.1[/C][C]137.076[/C][C]126.3[/C][C]10.7761[/C][C]8.02388[/C][/ROW]
[ROW][C]88[/C][C]116.5[/C][C]125.308[/C][C]126.092[/C][C]-0.784034[/C][C]-8.80763[/C][/ROW]
[ROW][C]89[/C][C]117.6[/C][C]119.425[/C][C]125.929[/C][C]-6.50383[/C][C]-1.82534[/C][/ROW]
[ROW][C]90[/C][C]129[/C][C]128.246[/C][C]125.179[/C][C]3.06649[/C][C]0.754347[/C][/ROW]
[ROW][C]91[/C][C]117.4[/C][C]119.439[/C][C]124.704[/C][C]-5.26518[/C][C]-2.03899[/C][/ROW]
[ROW][C]92[/C][C]107.2[/C][C]105.163[/C][C]124.371[/C][C]-19.2073[/C][C]2.0365[/C][/ROW]
[ROW][C]93[/C][C]130.9[/C][C]135.068[/C][C]123.25[/C][C]11.8179[/C][C]-4.16791[/C][/ROW]
[ROW][C]94[/C][C]145.1[/C][C]135.853[/C][C]123.262[/C][C]12.5902[/C][C]9.24728[/C][/ROW]
[ROW][C]95[/C][C]127.8[/C][C]125.985[/C][C]123.633[/C][C]2.35149[/C][C]1.81518[/C][/ROW]
[ROW][C]96[/C][C]96.6[/C][C]106.124[/C][C]122.479[/C][C]-16.3556[/C][C]-9.52355[/C][/ROW]
[ROW][C]97[/C][C]126[/C][C]122.903[/C][C]121.45[/C][C]1.45321[/C][C]3.09679[/C][/ROW]
[ROW][C]98[/C][C]130.1[/C][C]126.148[/C][C]120.088[/C][C]6.06056[/C][C]3.95194[/C][/ROW]
[ROW][C]99[/C][C]124.5[/C][C]129.264[/C][C]118.488[/C][C]10.7761[/C][C]-4.76362[/C][/ROW]
[ROW][C]100[/C][C]137.4[/C][C]115.862[/C][C]116.646[/C][C]-0.784034[/C][C]21.5382[/C][/ROW]
[ROW][C]101[/C][C]105.6[/C][C]107.571[/C][C]114.075[/C][C]-6.50383[/C][C]-1.97117[/C][/ROW]
[ROW][C]102[/C][C]113.3[/C][C]115.254[/C][C]112.188[/C][C]3.06649[/C][C]-1.95399[/C][/ROW]
[ROW][C]103[/C][C]108.4[/C][C]105.097[/C][C]110.362[/C][C]-5.26518[/C][C]3.30268[/C][/ROW]
[ROW][C]104[/C][C]83.5[/C][C]88.4468[/C][C]107.654[/C][C]-19.2073[/C][C]-4.94683[/C][/ROW]
[ROW][C]105[/C][C]116.2[/C][C]117.039[/C][C]105.221[/C][C]11.8179[/C][C]-0.838745[/C][/ROW]
[ROW][C]106[/C][C]115.6[/C][C]114.869[/C][C]102.279[/C][C]12.5902[/C][C]0.730618[/C][/ROW]
[ROW][C]107[/C][C]95.6[/C][C]101.626[/C][C]99.275[/C][C]2.35149[/C][C]-6.02649[/C][/ROW]
[ROW][C]108[/C][C]83.5[/C][C]81.0402[/C][C]97.3958[/C][C]-16.3556[/C][C]2.45978[/C][/ROW]
[ROW][C]109[/C][C]95.3[/C][C]97.3657[/C][C]95.9125[/C][C]1.45321[/C][C]-2.06571[/C][/ROW]
[ROW][C]110[/C][C]95.8[/C][C]100.919[/C][C]94.8583[/C][C]6.06056[/C][C]-5.11889[/C][/ROW]
[ROW][C]111[/C][C]100.4[/C][C]104.634[/C][C]93.8583[/C][C]10.7761[/C][C]-4.23446[/C][/ROW]
[ROW][C]112[/C][C]90.9[/C][C]91.9618[/C][C]92.7458[/C][C]-0.784034[/C][C]-1.0618[/C][/ROW]
[ROW][C]113[/C][C]80[/C][C]85.6128[/C][C]92.1167[/C][C]-6.50383[/C][C]-5.61284[/C][/ROW]
[ROW][C]114[/C][C]93.8[/C][C]95.0457[/C][C]91.9792[/C][C]3.06649[/C][C]-1.24565[/C][/ROW]
[ROW][C]115[/C][C]92.3[/C][C]86.5557[/C][C]91.8208[/C][C]-5.26518[/C][C]5.74434[/C][/ROW]
[ROW][C]116[/C][C]74.3[/C][C]72.6843[/C][C]91.8917[/C][C]-19.2073[/C][C]1.61567[/C][/ROW]
[ROW][C]117[/C][C]101.4[/C][C]104.301[/C][C]92.4833[/C][C]11.8179[/C][C]-2.90124[/C][/ROW]
[ROW][C]118[/C][C]103.7[/C][C]105.832[/C][C]93.2417[/C][C]12.5902[/C][C]-2.13188[/C][/ROW]
[ROW][C]119[/C][C]92.4[/C][C]96.4432[/C][C]94.0917[/C][C]2.35149[/C][C]-4.04316[/C][/ROW]
[ROW][C]120[/C][C]83.4[/C][C]78.9069[/C][C]95.2625[/C][C]-16.3556[/C][C]4.49312[/C][/ROW]
[ROW][C]121[/C][C]91.6[/C][C]97.5949[/C][C]96.1417[/C][C]1.45321[/C][C]-5.99487[/C][/ROW]
[ROW][C]122[/C][C]101.2[/C][C]102.623[/C][C]96.5625[/C][C]6.06056[/C][C]-1.42306[/C][/ROW]
[ROW][C]123[/C][C]109.2[/C][C]108.139[/C][C]97.3625[/C][C]10.7761[/C][C]1.06138[/C][/ROW]
[ROW][C]124[/C][C]100.3[/C][C]97.3826[/C][C]98.1667[/C][C]-0.784034[/C][C]2.91737[/C][/ROW]
[ROW][C]125[/C][C]91[/C][C]92.4087[/C][C]98.9125[/C][C]-6.50383[/C][C]-1.40867[/C][/ROW]
[ROW][C]126[/C][C]110.9[/C][C]102.771[/C][C]99.7042[/C][C]3.06649[/C][C]8.12935[/C][/ROW]
[ROW][C]127[/C][C]96.3[/C][C]94.8682[/C][C]100.133[/C][C]-5.26518[/C][C]1.43184[/C][/ROW]
[ROW][C]128[/C][C]80.4[/C][C]81.0177[/C][C]100.225[/C][C]-19.2073[/C][C]-0.617666[/C][/ROW]
[ROW][C]129[/C][C]114.5[/C][C]112.289[/C][C]100.471[/C][C]11.8179[/C][C]2.21126[/C][/ROW]
[ROW][C]130[/C][C]109.9[/C][C]113.094[/C][C]100.504[/C][C]12.5902[/C][C]-3.19438[/C][/ROW]
[ROW][C]131[/C][C]104.1[/C][C]103.089[/C][C]100.738[/C][C]2.35149[/C][C]1.01101[/C][/ROW]
[ROW][C]132[/C][C]90.7[/C][C]84.2944[/C][C]100.65[/C][C]-16.3556[/C][C]6.40562[/C][/ROW]
[ROW][C]133[/C][C]94.6[/C][C]101.274[/C][C]99.8208[/C][C]1.45321[/C][C]-6.67404[/C][/ROW]
[ROW][C]134[/C][C]100.4[/C][C]105.648[/C][C]99.5875[/C][C]6.06056[/C][C]-5.24806[/C][/ROW]
[ROW][C]135[/C][C]115.9[/C][C]110.093[/C][C]99.3167[/C][C]10.7761[/C][C]5.80721[/C][/ROW]
[ROW][C]136[/C][C]94.4[/C][C]97.841[/C][C]98.625[/C][C]-0.784034[/C][C]-3.44097[/C][/ROW]
[ROW][C]137[/C][C]102.5[/C][C]91.367[/C][C]97.8708[/C][C]-6.50383[/C][C]11.133[/C][/ROW]
[ROW][C]138[/C][C]97.3[/C][C]100.175[/C][C]97.1083[/C][C]3.06649[/C][C]-2.87482[/C][/ROW]
[ROW][C]139[/C][C]90[/C][C]91.3432[/C][C]96.6083[/C][C]-5.26518[/C][C]-1.34316[/C][/ROW]
[ROW][C]140[/C][C]81.1[/C][C]77.2177[/C][C]96.425[/C][C]-19.2073[/C][C]3.88233[/C][/ROW]
[ROW][C]141[/C][C]107.3[/C][C]107.439[/C][C]95.6208[/C][C]11.8179[/C][C]-0.138745[/C][/ROW]
[ROW][C]142[/C][C]100.5[/C][C]106.949[/C][C]94.3583[/C][C]12.5902[/C][C]-6.44855[/C][/ROW]
[ROW][C]143[/C][C]95.4[/C][C]95.4598[/C][C]93.1083[/C][C]2.35149[/C][C]-0.0598231[/C][/ROW]
[ROW][C]144[/C][C]81.1[/C][C]75.7569[/C][C]92.1125[/C][C]-16.3556[/C][C]5.34312[/C][/ROW]
[ROW][C]145[/C][C]92.2[/C][C]93.0157[/C][C]91.5625[/C][C]1.45321[/C][C]-0.815705[/C][/ROW]
[ROW][C]146[/C][C]98.4[/C][C]97.0356[/C][C]90.975[/C][C]6.06056[/C][C]1.36444[/C][/ROW]
[ROW][C]147[/C][C]98.6[/C][C]100.697[/C][C]89.9208[/C][C]10.7761[/C][C]-2.09696[/C][/ROW]
[ROW][C]148[/C][C]81.4[/C][C]88.4535[/C][C]89.2375[/C][C]-0.784034[/C][C]-7.05347[/C][/ROW]
[ROW][C]149[/C][C]85.5[/C][C]82.4503[/C][C]88.9542[/C][C]-6.50383[/C][C]3.04966[/C][/ROW]
[ROW][C]150[/C][C]90.4[/C][C]91.0332[/C][C]87.9667[/C][C]3.06649[/C][C]-0.633153[/C][/ROW]
[ROW][C]151[/C][C]83.7[/C][C]81.8307[/C][C]87.0958[/C][C]-5.26518[/C][C]1.86934[/C][/ROW]
[ROW][C]152[/C][C]73.3[/C][C]67.3218[/C][C]86.5292[/C][C]-19.2073[/C][C]5.97817[/C][/ROW]
[ROW][C]153[/C][C]89.8[/C][C]97.6971[/C][C]85.8792[/C][C]11.8179[/C][C]-7.89708[/C][/ROW]
[ROW][C]154[/C][C]101.6[/C][C]98.311[/C][C]85.7208[/C][C]12.5902[/C][C]3.28895[/C][/ROW]
[ROW][C]155[/C][C]87.5[/C][C]88.1515[/C][C]85.8[/C][C]2.35149[/C][C]-0.65149[/C][/ROW]
[ROW][C]156[/C][C]65.3[/C][C]69.2319[/C][C]85.5875[/C][C]-16.3556[/C][C]-3.93188[/C][/ROW]
[ROW][C]157[/C][C]87.1[/C][C]87.1324[/C][C]85.6792[/C][C]1.45321[/C][C]-0.0323721[/C][/ROW]
[ROW][C]158[/C][C]89.9[/C][C]91.6689[/C][C]85.6083[/C][C]6.06056[/C][C]-1.76889[/C][/ROW]
[ROW][C]159[/C][C]91.5[/C][C]96.197[/C][C]85.4208[/C][C]10.7761[/C][C]-4.69696[/C][/ROW]
[ROW][C]160[/C][C]84.7[/C][C]84.6035[/C][C]85.3875[/C][C]-0.784034[/C][C]0.0965342[/C][/ROW]
[ROW][C]161[/C][C]84.1[/C][C]78.592[/C][C]85.0958[/C][C]-6.50383[/C][C]5.50799[/C][/ROW]
[ROW][C]162[/C][C]86.7[/C][C]88.1498[/C][C]85.0833[/C][C]3.06649[/C][C]-1.44982[/C][/ROW]
[ROW][C]163[/C][C]89.6[/C][C]80.264[/C][C]85.5292[/C][C]-5.26518[/C][C]9.33601[/C][/ROW]
[ROW][C]164[/C][C]65.7[/C][C]66.9177[/C][C]86.125[/C][C]-19.2073[/C][C]-1.21767[/C][/ROW]
[ROW][C]165[/C][C]92.9[/C][C]98.3429[/C][C]86.525[/C][C]11.8179[/C][C]-5.44291[/C][/ROW]
[ROW][C]166[/C][C]97.7[/C][C]99.4569[/C][C]86.8667[/C][C]12.5902[/C][C]-1.75688[/C][/ROW]
[ROW][C]167[/C][C]84.4[/C][C]89.3098[/C][C]86.9583[/C][C]2.35149[/C][C]-4.90982[/C][/ROW]
[ROW][C]168[/C][C]68.1[/C][C]70.5944[/C][C]86.95[/C][C]-16.3556[/C][C]-2.49438[/C][/ROW]
[ROW][C]169[/C][C]95[/C][C]88.7032[/C][C]87.25[/C][C]1.45321[/C][C]6.29679[/C][/ROW]
[ROW][C]170[/C][C]96.3[/C][C]93.6272[/C][C]87.5667[/C][C]6.06056[/C][C]2.67277[/C][/ROW]
[ROW][C]171[/C][C]94.7[/C][C]99.0011[/C][C]88.225[/C][C]10.7761[/C][C]-4.30112[/C][/ROW]
[ROW][C]172[/C][C]89.7[/C][C]88.1535[/C][C]88.9375[/C][C]-0.784034[/C][C]1.54653[/C][/ROW]
[ROW][C]173[/C][C]81.3[/C][C]82.6087[/C][C]89.1125[/C][C]-6.50383[/C][C]-1.30867[/C][/ROW]
[ROW][C]174[/C][C]89.3[/C][C]92.4582[/C][C]89.3917[/C][C]3.06649[/C][C]-3.15815[/C][/ROW]
[ROW][C]175[/C][C]94.2[/C][C]84.3223[/C][C]89.5875[/C][C]-5.26518[/C][C]9.87768[/C][/ROW]
[ROW][C]176[/C][C]68.7[/C][C]70.4635[/C][C]89.6708[/C][C]-19.2073[/C][C]-1.7635[/C][/ROW]
[ROW][C]177[/C][C]105.7[/C][C]101.855[/C][C]90.0375[/C][C]11.8179[/C][C]3.84459[/C][/ROW]
[ROW][C]178[/C][C]102[/C][C]103.028[/C][C]90.4375[/C][C]12.5902[/C][C]-1.02772[/C][/ROW]
[ROW][C]179[/C][C]84.3[/C][C]93.1057[/C][C]90.7542[/C][C]2.35149[/C][C]-8.80566[/C][/ROW]
[ROW][C]180[/C][C]74.9[/C][C]75.0485[/C][C]91.4042[/C][C]-16.3556[/C][C]-0.148549[/C][/ROW]
[ROW][C]181[/C][C]92.9[/C][C]93.2782[/C][C]91.825[/C][C]1.45321[/C][C]-0.378205[/C][/ROW]
[ROW][C]182[/C][C]100.4[/C][C]98.2314[/C][C]92.1708[/C][C]6.06056[/C][C]2.16861[/C][/ROW]
[ROW][C]183[/C][C]99.4[/C][C]103.214[/C][C]92.4375[/C][C]10.7761[/C][C]-3.81362[/C][/ROW]
[ROW][C]184[/C][C]94.6[/C][C]91.2701[/C][C]92.0542[/C][C]-0.784034[/C][C]3.32987[/C][/ROW]
[ROW][C]185[/C][C]84[/C][C]85.5087[/C][C]92.0125[/C][C]-6.50383[/C][C]-1.50867[/C][/ROW]
[ROW][C]186[/C][C]102.2[/C][C]95.3165[/C][C]92.25[/C][C]3.06649[/C][C]6.88351[/C][/ROW]
[ROW][C]187[/C][C]91.4[/C][C]86.939[/C][C]92.2042[/C][C]-5.26518[/C][C]4.46101[/C][/ROW]
[ROW][C]188[/C][C]79.8[/C][C]72.8802[/C][C]92.0875[/C][C]-19.2073[/C][C]6.91983[/C][/ROW]
[ROW][C]189[/C][C]101[/C][C]103.86[/C][C]92.0417[/C][C]11.8179[/C][C]-2.85958[/C][/ROW]
[ROW][C]190[/C][C]97.5[/C][C]104.394[/C][C]91.8042[/C][C]12.5902[/C][C]-6.89438[/C][/ROW]
[ROW][C]191[/C][C]87.8[/C][C]93.9932[/C][C]91.6417[/C][C]2.35149[/C][C]-6.19316[/C][/ROW]
[ROW][C]192[/C][C]77.1[/C][C]75.0694[/C][C]91.425[/C][C]-16.3556[/C][C]2.03062[/C][/ROW]
[ROW][C]193[/C][C]89.6[/C][C]92.299[/C][C]90.8458[/C][C]1.45321[/C][C]-2.69904[/C][/ROW]
[ROW][C]194[/C][C]100.9[/C][C]96.3772[/C][C]90.3167[/C][C]6.06056[/C][C]4.52277[/C][/ROW]
[ROW][C]195[/C][C]97.8[/C][C]100.539[/C][C]89.7625[/C][C]10.7761[/C][C]-2.73862[/C][/ROW]
[ROW][C]196[/C][C]90.5[/C][C]88.0951[/C][C]88.8792[/C][C]-0.784034[/C][C]2.40487[/C][/ROW]
[ROW][C]197[/C][C]84.2[/C][C]81.9795[/C][C]88.4833[/C][C]-6.50383[/C][C]2.22049[/C][/ROW]
[ROW][C]198[/C][C]96.8[/C][C]91.529[/C][C]88.4625[/C][C]3.06649[/C][C]5.27101[/C][/ROW]
[ROW][C]199[/C][C]82.9[/C][C]83.214[/C][C]88.4792[/C][C]-5.26518[/C][C]-0.31399[/C][/ROW]
[ROW][C]200[/C][C]75.6[/C][C]69.1677[/C][C]88.375[/C][C]-19.2073[/C][C]6.43233[/C][/ROW]
[ROW][C]201[/C][C]91.9[/C][C]100.155[/C][C]88.3375[/C][C]11.8179[/C][C]-8.25541[/C][/ROW]
[ROW][C]202[/C][C]85.4[/C][C]100.732[/C][C]88.1417[/C][C]12.5902[/C][C]-15.3319[/C][/ROW]
[ROW][C]203[/C][C]90.4[/C][C]90.3973[/C][C]88.0458[/C][C]2.35149[/C][C]0.00267693[/C][/ROW]
[ROW][C]204[/C][C]74[/C][C]71.9485[/C][C]88.3042[/C][C]-16.3556[/C][C]2.05145[/C][/ROW]
[ROW][C]205[/C][C]93.1[/C][C]89.7824[/C][C]88.3292[/C][C]1.45321[/C][C]3.31763[/C][/ROW]
[ROW][C]206[/C][C]94.9[/C][C]94.4189[/C][C]88.3583[/C][C]6.06056[/C][C]0.481108[/C][/ROW]
[ROW][C]207[/C][C]102.9[/C][C]NA[/C][C]NA[/C][C]10.7761[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]80.7[/C][C]NA[/C][C]NA[/C][C]-0.784034[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]91.7[/C][C]NA[/C][C]NA[/C][C]-6.50383[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]95.5[/C][C]NA[/C][C]NA[/C][C]3.06649[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]84.8[/C][C]NA[/C][C]NA[/C][C]-5.26518[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]74.4[/C][C]NA[/C][C]NA[/C][C]-19.2073[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309541&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309541&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	120.7	NA	NA	1.45321	NA
2	134.1	NA	NA	6.06056	NA
3	143.6	NA	NA	10.7761	NA
4	115.1	NA	NA	-0.784034	NA
5	135.1	NA	NA	-6.50383	NA
6	123.6	NA	NA	3.06649	NA
7	110.7	123.647	128.912	-5.26518	-12.9473
8	104.3	110.488	129.696	-19.2073	-6.1885
9	143.7	141.818	130	11.8179	1.88209
10	149.7	143.115	130.525	12.5902	6.58478
11	143.3	133.089	130.737	2.35149	10.211
12	115.3	114.615	130.971	-16.3556	0.684785
13	136.2	133.316	131.862	1.45321	2.88429
14	137.4	138.598	132.538	6.06056	-1.19806
15	147.6	143.359	132.583	10.7761	4.24054
16	123.7	131.662	132.446	-0.784034	-7.9618
17	131.6	125.555	132.058	-6.50383	6.04549
18	132.7	134.254	131.188	3.06649	-1.55399
19	123	125.418	130.683	-5.26518	-2.41816
20	108.2	111.401	130.608	-19.2073	-3.201
21	140.9	142.022	130.204	11.8179	-1.12208
22	149.2	142.769	130.179	12.5902	6.43062
23	134.5	132.535	130.183	2.35149	1.96518
24	103.2	113.149	129.504	-16.3556	-9.94855
25	136.2	130.666	129.212	1.45321	5.53429
26	135.6	135.277	129.217	6.06056	0.322775
27	139.7	140.055	129.279	10.7761	-0.355289
28	131	128.828	129.612	-0.784034	2.17153
29	124.4	123.171	129.675	-6.50383	1.22883
30	123.6	132.712	129.646	3.06649	-9.11232
31	125.1	124.481	129.746	-5.26518	0.619344
32	106.2	110.451	129.658	-19.2073	-4.251
33	144.4	140.972	129.154	11.8179	3.42792
34	153.7	141.253	128.662	12.5902	12.4473
35	131.5	130.46	128.108	2.35149	1.04018
36	105.5	111.007	127.362	-16.3556	-5.50688
37	136.3	128.141	126.688	1.45321	8.15929
38	133.4	131.94	125.879	6.06056	1.46027
39	129.8	136.109	125.333	10.7761	-6.30946
40	129.1	123.891	124.675	-0.784034	5.20903
41	113	117.217	123.721	-6.50383	-4.21701
42	117.1	126.371	123.304	3.06649	-9.27065
43	115.4	117.46	122.725	-5.26518	-2.05982
44	96.5	102.459	121.667	-19.2073	-5.95933
45	141	133.343	121.525	11.8179	7.65709
46	141.3	134.007	121.417	12.5902	7.29312
47	121	123.081	120.729	2.35149	-2.08066
48	106	104.503	120.858	-16.3556	1.49728
49	121.9	122.512	121.058	1.45321	-0.611539
50	122.4	127.044	120.983	6.06056	-4.64389
51	137.4	131.78	121.004	10.7761	5.61971
52	118.9	119.608	120.392	-0.784034	-0.707633
53	106.7	113.409	119.912	-6.50383	-6.70867
54	126.5	123.016	119.95	3.06649	3.48351
55	110.8	114.318	119.583	-5.26518	-3.51816
56	99.3	100.084	119.292	-19.2073	-0.784333
57	138.7	130.843	119.025	11.8179	7.85709
58	128.9	131.174	118.583	12.5902	-2.27355
59	121.9	120.793	118.442	2.35149	1.10684
60	106	101.857	118.212	-16.3556	4.14312
61	113.1	119.241	117.788	1.45321	-6.14071
62	124.2	123.673	117.612	6.06056	0.526942
63	129.2	128.164	117.387	10.7761	1.03638
64	116.5	115.941	116.725	-0.784034	0.559034
65	105.7	110.063	116.567	-6.50383	-4.36284
66	122	119.896	116.829	3.06649	2.10435
67	105.1	111.722	116.988	-5.26518	-6.62232
68	100.8	97.8385	117.046	-19.2073	2.9615
69	131.8	129.155	117.337	11.8179	2.64459
70	119.9	129.957	117.367	12.5902	-10.0569
71	127.1	119.785	117.433	2.35149	7.31518
72	107.1	101.782	118.137	-16.3556	5.31812
73	115.8	120.191	118.737	1.45321	-4.39071
74	122.9	125.186	119.125	6.06056	-2.28556
75	137.5	130.364	119.588	10.7761	7.13638
76	108.9	120.024	120.808	-0.784034	-11.1243
77	114.9	115.546	122.05	-6.50383	-0.646174
78	129.7	125.458	122.392	3.06649	4.24185
79	111.8	117.589	122.854	-5.26518	-5.78899
80	103.4	104.705	123.912	-19.2073	-1.30517
81	140.3	136.61	124.792	11.8179	3.69042
82	140.7	138.015	125.425	12.5902	2.68478
83	136.1	128.206	125.854	2.35149	7.89434
84	106.3	109.582	125.937	-16.3556	-3.28188
85	127.7	127.595	126.142	1.45321	0.105128
86	136.4	132.594	126.533	6.06056	3.80611
87	145.1	137.076	126.3	10.7761	8.02388
88	116.5	125.308	126.092	-0.784034	-8.80763
89	117.6	119.425	125.929	-6.50383	-1.82534
90	129	128.246	125.179	3.06649	0.754347
91	117.4	119.439	124.704	-5.26518	-2.03899
92	107.2	105.163	124.371	-19.2073	2.0365
93	130.9	135.068	123.25	11.8179	-4.16791
94	145.1	135.853	123.262	12.5902	9.24728
95	127.8	125.985	123.633	2.35149	1.81518
96	96.6	106.124	122.479	-16.3556	-9.52355
97	126	122.903	121.45	1.45321	3.09679
98	130.1	126.148	120.088	6.06056	3.95194
99	124.5	129.264	118.488	10.7761	-4.76362
100	137.4	115.862	116.646	-0.784034	21.5382
101	105.6	107.571	114.075	-6.50383	-1.97117
102	113.3	115.254	112.188	3.06649	-1.95399
103	108.4	105.097	110.362	-5.26518	3.30268
104	83.5	88.4468	107.654	-19.2073	-4.94683
105	116.2	117.039	105.221	11.8179	-0.838745
106	115.6	114.869	102.279	12.5902	0.730618
107	95.6	101.626	99.275	2.35149	-6.02649
108	83.5	81.0402	97.3958	-16.3556	2.45978
109	95.3	97.3657	95.9125	1.45321	-2.06571
110	95.8	100.919	94.8583	6.06056	-5.11889
111	100.4	104.634	93.8583	10.7761	-4.23446
112	90.9	91.9618	92.7458	-0.784034	-1.0618
113	80	85.6128	92.1167	-6.50383	-5.61284
114	93.8	95.0457	91.9792	3.06649	-1.24565
115	92.3	86.5557	91.8208	-5.26518	5.74434
116	74.3	72.6843	91.8917	-19.2073	1.61567
117	101.4	104.301	92.4833	11.8179	-2.90124
118	103.7	105.832	93.2417	12.5902	-2.13188
119	92.4	96.4432	94.0917	2.35149	-4.04316
120	83.4	78.9069	95.2625	-16.3556	4.49312
121	91.6	97.5949	96.1417	1.45321	-5.99487
122	101.2	102.623	96.5625	6.06056	-1.42306
123	109.2	108.139	97.3625	10.7761	1.06138
124	100.3	97.3826	98.1667	-0.784034	2.91737
125	91	92.4087	98.9125	-6.50383	-1.40867
126	110.9	102.771	99.7042	3.06649	8.12935
127	96.3	94.8682	100.133	-5.26518	1.43184
128	80.4	81.0177	100.225	-19.2073	-0.617666
129	114.5	112.289	100.471	11.8179	2.21126
130	109.9	113.094	100.504	12.5902	-3.19438
131	104.1	103.089	100.738	2.35149	1.01101
132	90.7	84.2944	100.65	-16.3556	6.40562
133	94.6	101.274	99.8208	1.45321	-6.67404
134	100.4	105.648	99.5875	6.06056	-5.24806
135	115.9	110.093	99.3167	10.7761	5.80721
136	94.4	97.841	98.625	-0.784034	-3.44097
137	102.5	91.367	97.8708	-6.50383	11.133
138	97.3	100.175	97.1083	3.06649	-2.87482
139	90	91.3432	96.6083	-5.26518	-1.34316
140	81.1	77.2177	96.425	-19.2073	3.88233
141	107.3	107.439	95.6208	11.8179	-0.138745
142	100.5	106.949	94.3583	12.5902	-6.44855
143	95.4	95.4598	93.1083	2.35149	-0.0598231
144	81.1	75.7569	92.1125	-16.3556	5.34312
145	92.2	93.0157	91.5625	1.45321	-0.815705
146	98.4	97.0356	90.975	6.06056	1.36444
147	98.6	100.697	89.9208	10.7761	-2.09696
148	81.4	88.4535	89.2375	-0.784034	-7.05347
149	85.5	82.4503	88.9542	-6.50383	3.04966
150	90.4	91.0332	87.9667	3.06649	-0.633153
151	83.7	81.8307	87.0958	-5.26518	1.86934
152	73.3	67.3218	86.5292	-19.2073	5.97817
153	89.8	97.6971	85.8792	11.8179	-7.89708
154	101.6	98.311	85.7208	12.5902	3.28895
155	87.5	88.1515	85.8	2.35149	-0.65149
156	65.3	69.2319	85.5875	-16.3556	-3.93188
157	87.1	87.1324	85.6792	1.45321	-0.0323721
158	89.9	91.6689	85.6083	6.06056	-1.76889
159	91.5	96.197	85.4208	10.7761	-4.69696
160	84.7	84.6035	85.3875	-0.784034	0.0965342
161	84.1	78.592	85.0958	-6.50383	5.50799
162	86.7	88.1498	85.0833	3.06649	-1.44982
163	89.6	80.264	85.5292	-5.26518	9.33601
164	65.7	66.9177	86.125	-19.2073	-1.21767
165	92.9	98.3429	86.525	11.8179	-5.44291
166	97.7	99.4569	86.8667	12.5902	-1.75688
167	84.4	89.3098	86.9583	2.35149	-4.90982
168	68.1	70.5944	86.95	-16.3556	-2.49438
169	95	88.7032	87.25	1.45321	6.29679
170	96.3	93.6272	87.5667	6.06056	2.67277
171	94.7	99.0011	88.225	10.7761	-4.30112
172	89.7	88.1535	88.9375	-0.784034	1.54653
173	81.3	82.6087	89.1125	-6.50383	-1.30867
174	89.3	92.4582	89.3917	3.06649	-3.15815
175	94.2	84.3223	89.5875	-5.26518	9.87768
176	68.7	70.4635	89.6708	-19.2073	-1.7635
177	105.7	101.855	90.0375	11.8179	3.84459
178	102	103.028	90.4375	12.5902	-1.02772
179	84.3	93.1057	90.7542	2.35149	-8.80566
180	74.9	75.0485	91.4042	-16.3556	-0.148549
181	92.9	93.2782	91.825	1.45321	-0.378205
182	100.4	98.2314	92.1708	6.06056	2.16861
183	99.4	103.214	92.4375	10.7761	-3.81362
184	94.6	91.2701	92.0542	-0.784034	3.32987
185	84	85.5087	92.0125	-6.50383	-1.50867
186	102.2	95.3165	92.25	3.06649	6.88351
187	91.4	86.939	92.2042	-5.26518	4.46101
188	79.8	72.8802	92.0875	-19.2073	6.91983
189	101	103.86	92.0417	11.8179	-2.85958
190	97.5	104.394	91.8042	12.5902	-6.89438
191	87.8	93.9932	91.6417	2.35149	-6.19316
192	77.1	75.0694	91.425	-16.3556	2.03062
193	89.6	92.299	90.8458	1.45321	-2.69904
194	100.9	96.3772	90.3167	6.06056	4.52277
195	97.8	100.539	89.7625	10.7761	-2.73862
196	90.5	88.0951	88.8792	-0.784034	2.40487
197	84.2	81.9795	88.4833	-6.50383	2.22049
198	96.8	91.529	88.4625	3.06649	5.27101
199	82.9	83.214	88.4792	-5.26518	-0.31399
200	75.6	69.1677	88.375	-19.2073	6.43233
201	91.9	100.155	88.3375	11.8179	-8.25541
202	85.4	100.732	88.1417	12.5902	-15.3319
203	90.4	90.3973	88.0458	2.35149	0.00267693
204	74	71.9485	88.3042	-16.3556	2.05145
205	93.1	89.7824	88.3292	1.45321	3.31763
206	94.9	94.4189	88.3583	6.06056	0.481108
207	102.9	NA	NA	10.7761	NA
208	80.7	NA	NA	-0.784034	NA
209	91.7	NA	NA	-6.50383	NA
210	95.5	NA	NA	3.06649	NA
211	84.8	NA	NA	-5.26518	NA
212	74.4	NA	NA	-19.2073	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