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rwasp_decompose.wasp

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Classical Decomposition

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Fri, 15 Dec 2017 09:35:57 +0100

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2017/Dec/15/t15133274238mm9o2e3kvgey5b.htm/, Retrieved Wed, 15 May 2024 01:54:59 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309615, Retrieved Wed, 15 May 2024 01:54:59 +0000

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-       [Classical Decomposition] [Dataset 3: Classi...] [2017-12-15 08:35:57] [175ae270eadec1eee45a9232fd93e8f5] [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=309615&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=309615&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309615&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	122.2	NA	NA	1.20926	NA
2	136.1	NA	NA	5.6073	NA
3	145.5	NA	NA	10.5362	NA
4	116.7	NA	NA	-1.1456	NA
5	137.1	NA	NA	-6.0508	NA
6	125.5	NA	NA	3.57732	NA
7	112.4	126.438	130.646	-4.20765	-14.0382
8	106.3	113.12	131.404	-18.2846	-6.81955
9	145.7	143.409	131.683	11.7259	2.29074
10	151.5	144.124	132.196	11.9281	7.37603
11	144.6	134.075	132.388	1.6872	10.5253
12	116.4	116.022	132.604	-16.5827	0.378485
13	137.7	134.701	133.492	1.20926	2.99907
14	138.8	139.795	134.188	5.6073	-0.994799
15	149.5	144.765	134.229	10.5362	4.73466
16	125	132.867	134.012	-1.1456	-7.8669
17	133.4	127.466	133.517	-6.0508	5.93414
18	134.4	136.131	132.554	3.57732	-1.73149
19	124.8	127.751	131.958	-4.20765	-2.95068
20	110.6	113.553	131.837	-18.2846	-2.95289
21	142.4	143.126	131.4	11.7259	-0.725927
22	149.6	143.228	131.3	11.9281	6.37187
23	134.6	132.954	131.267	1.6872	1.64613
24	103.3	114.005	130.588	-16.5827	-10.7048
25	136.5	131.493	130.283	1.20926	5.00741
26	137.1	135.845	130.237	5.6073	1.2552
27	140.7	140.74	130.204	10.5362	-0.0403416
28	131.4	129.338	130.483	-1.1456	2.06226
29	126.2	124.491	130.542	-6.0508	1.70914
30	125.3	134.086	130.508	3.57732	-8.78565
31	126.6	126.388	130.596	-4.20765	0.211818
32	107.7	112.14	130.425	-18.2846	-4.44039
33	144.5	141.547	129.821	11.7259	2.95324
34	154.2	141.216	129.288	11.9281	12.9844
35	131.4	130.341	128.654	1.6872	1.05863
36	105.7	111.209	127.792	-16.5827	-5.50902
37	136.2	128.255	127.046	1.20926	7.94491
38	133.3	131.791	126.183	5.6073	1.50937
39	130	136.124	125.587	10.5362	-6.12367
40	129.3	123.738	124.883	-1.1456	5.56226
41	113.1	117.849	123.9	-6.0508	-4.7492
42	117.7	127.056	123.479	3.57732	-9.35649
43	116.3	118.68	122.887	-4.20765	-2.37985
44	97.3	103.545	121.829	-18.2846	-6.24455
45	140.6	133.409	121.683	11.7259	7.19074
46	141.2	133.478	121.55	11.9281	7.72187
47	120.8	122.558	120.871	1.6872	-1.75803
48	106.2	104.447	121.029	-16.5827	1.75348
49	121.5	122.455	121.246	1.20926	-0.955093
50	122.6	126.778	121.171	5.6073	-4.17813
51	137.2	131.724	121.188	10.5362	5.47633
52	118.9	119.396	120.542	-1.1456	-0.496071
53	107.2	113.958	120.008	-6.0508	-6.75753
54	127.4	123.59	120.012	3.57732	3.81018
55	111.8	115.417	119.625	-4.20765	-3.61735
56	100	100.986	119.271	-18.2846	-0.986221
57	138.3	130.676	118.95	11.7259	7.62407
58	128	130.395	118.467	11.9281	-2.3948
59	121.2	119.95	118.262	1.6872	1.2503
60	105.9	101.405	117.988	-16.5827	4.49515
61	112.5	118.759	117.55	1.20926	-6.25926
62	123.1	122.978	117.371	5.6073	0.121867
63	129	127.674	117.138	10.5362	1.32633
64	115.5	115.359	116.504	-1.1456	0.141429
65	105.7	110.341	116.392	-6.0508	-4.64086
66	122.3	120.252	116.675	3.57732	2.04768
67	106.4	112.651	116.858	-4.20765	-6.25068
68	101.1	98.6987	116.983	-18.2846	2.40128
69	131.6	129.034	117.308	11.7259	2.56574
70	119.5	129.286	117.358	11.9281	-9.78647
71	127	119.15	117.462	1.6872	7.8503
72	106.9	101.572	118.154	-16.5827	5.32848
73	115.9	119.905	118.696	1.20926	-4.00509
74	122.7	124.682	119.075	5.6073	-1.9823
75	137.2	130.095	119.558	10.5362	7.10549
76	108.5	119.613	120.758	-1.1456	-11.1127
77	115.2	115.887	121.938	-6.0508	-0.686696
78	129.4	125.769	122.192	3.57732	3.63101
79	112.3	118.372	122.579	-4.20765	-6.07152
80	104.3	105.29	123.575	-18.2846	-0.990388
81	140	136.113	124.387	11.7259	3.88657
82	139.9	136.899	124.971	11.9281	3.00103
83	134.9	127.058	125.371	1.6872	7.84197
84	105.1	108.88	125.462	-16.5827	-3.77985
85	127	126.901	125.692	1.20926	0.0990732
86	135.5	131.691	126.083	5.6073	3.80937
87	143.9	136.432	125.896	10.5362	7.46799
88	115.8	124.563	125.708	-1.1456	-8.76274
89	117.5	119.453	125.504	-6.0508	-1.95336
90	129.3	128.377	124.8	3.57732	0.922679
91	117.9	120.201	124.408	-4.20765	-2.30068
92	108.1	105.828	124.112	-18.2846	2.27211
93	131.7	134.801	123.075	11.7259	-3.10093
94	143.7	135.086	123.158	11.9281	8.61353
95	126.2	125.304	123.617	1.6872	0.896132
96	96.9	105.992	122.575	-16.5827	-9.09235
97	125.8	122.843	121.633	1.20926	2.95741
98	129.6	125.982	120.375	5.6073	3.6177
99	124.9	129.349	118.812	10.5362	-4.44867
100	136.8	115.854	117	-1.1456	20.9456
101	107.5	108.466	114.517	-6.0508	-0.965862
102	114.3	116.24	112.662	3.57732	-1.93982
103	110.3	106.626	110.833	-4.20765	3.67432
104	85.5	89.8946	108.179	-18.2846	-4.39455
105	116.8	117.501	105.775	11.7259	-0.700927
106	115.1	114.774	102.846	11.9281	0.326034
107	95.2	101.5	99.8125	1.6872	-6.2997
108	83.4	81.2965	97.8792	-16.5827	2.10348
109	95.4	97.5926	96.3833	1.20926	-2.19259
110	96.3	100.907	95.3	5.6073	-4.6073
111	100.5	104.803	94.2667	10.5362	-4.30284
112	90.9	91.9961	93.1417	-1.1456	-1.09607
113	80.6	86.4575	92.5083	-6.0508	-5.85753
114	94.8	95.9482	92.3708	3.57732	-1.14815
115	93.9	88.0257	92.2333	-4.20765	5.87432
116	75.9	74.0112	92.2958	-18.2846	1.88878
117	101.6	104.584	92.8583	11.7259	-2.98426
118	103.3	105.516	93.5875	11.9281	-2.21563
119	91.8	96.0705	94.3833	1.6872	-4.27053
120	83.5	78.884	95.4667	-16.5827	4.61598
121	92	97.4968	96.2875	1.20926	-5.49676
122	101.2	102.307	96.7	5.6073	-1.1073
123	109.1	108.02	97.4833	10.5362	1.08049
124	99.8	97.1002	98.2458	-1.1456	2.69976
125	90.8	92.895	98.9458	-6.0508	-2.09503
126	110.6	103.281	99.7042	3.57732	7.31851
127	97.8	95.884	100.092	-4.20765	1.91598
128	81.9	81.8779	100.162	-18.2846	0.0221124
129	114.4	112.109	100.383	11.7259	2.29074
130	108.8	112.316	100.387	11.9281	-3.51563
131	103.1	102.316	100.629	1.6872	0.783632
132	90.4	83.9715	100.554	-16.5827	6.42848
133	94.4	100.926	99.7167	1.20926	-6.52593
134	100.5	105.066	99.4583	5.6073	-4.56563
135	115.1	109.707	99.1708	10.5362	5.39299
136	93.9	97.3211	98.4667	-1.1456	-3.42107
137	102.5	91.67	97.7208	-6.0508	10.83
138	97.1	100.565	96.9875	3.57732	-3.46482
139	91.2	92.3132	96.5208	-4.20765	-1.11318
140	82.3	78.0404	96.325	-18.2846	4.25961
141	107.1	107.243	95.5167	11.7259	-0.142593
142	99.2	106.224	94.2958	11.9281	-7.02397
143	94.8	94.7747	93.0875	1.6872	0.0252987
144	81.1	75.6132	92.1958	-16.5827	5.48682
145	92.5	92.9884	91.7792	1.20926	-0.488427
146	97.7	96.8698	91.2625	5.6073	0.830201
147	98.5	100.774	90.2375	10.5362	-2.27367
148	81.2	88.4586	89.6042	-1.1456	-7.25857
149	86.2	83.3409	89.3917	-6.0508	2.85914
150	92	92.0607	88.4833	3.57732	-0.0606541
151	86.3	83.4965	87.7042	-4.20765	2.80348
152	74.8	68.9362	87.2208	-18.2846	5.86378
153	90	98.3551	86.6292	11.7259	-8.35509
154	101.1	98.449	86.5208	11.9281	2.65103
155	87.8	88.358	86.6708	1.6872	-0.558035
156	66.3	69.9298	86.5125	-16.5827	-3.62985
157	88.6	87.8259	86.6167	1.20926	0.774073
158	90	92.1906	86.5833	5.6073	-2.19063
159	92	96.9862	86.45	10.5362	-4.98617
160	85.1	85.3127	86.4583	-1.1456	-0.212737
161	85.9	80.1534	86.2042	-6.0508	5.74664
162	88.5	89.819	86.2417	3.57732	-1.31899
163	92.3	82.4965	86.7042	-4.20765	9.80348
164	68	69.0237	87.3083	-18.2846	-1.02372
165	93.6	99.4884	87.7625	11.7259	-5.88843
166	97.7	100.111	88.1833	11.9281	-2.41147
167	85.1	90.0289	88.3417	1.6872	-4.92887
168	69.9	71.7798	88.3625	-16.5827	-1.87985
169	96.1	89.8801	88.6708	1.20926	6.21991
170	97	94.5906	88.9833	5.6073	2.40937
171	95.9	100.199	89.6625	10.5362	-4.29867
172	91.3	89.2794	90.425	-1.1456	2.0206
173	83.5	84.5742	90.625	-6.0508	-1.0742
174	91.4	94.4398	90.8625	3.57732	-3.03982
175	96.8	86.7965	91.0042	-4.20765	10.0035
176	71	72.7696	91.0542	-18.2846	-1.76955
177	106.9	103.126	91.4	11.7259	3.77407
178	102.7	103.711	91.7833	11.9281	-1.01147
179	84.9	93.7539	92.0667	1.6872	-8.85387
180	75.8	76.1048	92.6875	-16.5827	-0.304848
181	93.6	94.2884	93.0792	1.20926	-0.688427
182	100.7	98.9865	93.3792	5.6073	1.71353
183	100.5	104.153	93.6167	10.5362	-3.65284
184	95.9	92.0836	93.2292	-1.1456	3.81643
185	85.7	87.1367	93.1875	-6.0508	-1.4367
186	104.1	96.994	93.4167	3.57732	7.10601
187	93.5	89.1465	93.3542	-4.20765	4.35348
188	81.5	74.9362	93.2208	-18.2846	6.56378
189	102.1	104.88	93.1542	11.7259	-2.78009
190	98.2	104.82	92.8917	11.9281	-6.6198
191	88.4	94.4247	92.7375	1.6872	-6.0247
192	77.8	75.9673	92.55	-16.5827	1.83265
193	90.1	93.1968	91.9875	1.20926	-3.09676
194	101	97.074	91.4667	5.6073	3.92603
195	98.6	101.449	90.9125	10.5362	-2.84867
196	91.5	88.9127	90.0583	-1.1456	2.58726
197	86.4	83.6534	89.7042	-6.0508	2.74664
198	98.9	93.2815	89.7042	3.57732	5.61851
199	85.2	85.534	89.7417	-4.20765	-0.334015
200	77.3	71.3654	89.65	-18.2846	5.93461
201	93	101.313	89.5875	11.7259	-8.31343
202	86.8	101.282	89.3542	11.9281	-14.4823
203	91.3	90.8997	89.2125	1.6872	0.400299
204	74.9	72.8382	89.4208	-16.5827	2.06182
205	93.9	90.6093	89.4	1.20926	3.29074
206	95	94.9823	89.375	5.6073	0.0177007
207	103.1	NA	NA	10.5362	NA
208	81.4	NA	NA	-1.1456	NA
209	93.1	NA	NA	-6.0508	NA
210	97.2	NA	NA	3.57732	NA
211	86.4	NA	NA	-4.20765	NA
212	75.5	NA	NA	-18.2846	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 122.2 & NA & NA & 1.20926 & NA \tabularnewline
2 & 136.1 & NA & NA & 5.6073 & NA \tabularnewline
3 & 145.5 & NA & NA & 10.5362 & NA \tabularnewline
4 & 116.7 & NA & NA & -1.1456 & NA \tabularnewline
5 & 137.1 & NA & NA & -6.0508 & NA \tabularnewline
6 & 125.5 & NA & NA & 3.57732 & NA \tabularnewline
7 & 112.4 & 126.438 & 130.646 & -4.20765 & -14.0382 \tabularnewline
8 & 106.3 & 113.12 & 131.404 & -18.2846 & -6.81955 \tabularnewline
9 & 145.7 & 143.409 & 131.683 & 11.7259 & 2.29074 \tabularnewline
10 & 151.5 & 144.124 & 132.196 & 11.9281 & 7.37603 \tabularnewline
11 & 144.6 & 134.075 & 132.388 & 1.6872 & 10.5253 \tabularnewline
12 & 116.4 & 116.022 & 132.604 & -16.5827 & 0.378485 \tabularnewline
13 & 137.7 & 134.701 & 133.492 & 1.20926 & 2.99907 \tabularnewline
14 & 138.8 & 139.795 & 134.188 & 5.6073 & -0.994799 \tabularnewline
15 & 149.5 & 144.765 & 134.229 & 10.5362 & 4.73466 \tabularnewline
16 & 125 & 132.867 & 134.012 & -1.1456 & -7.8669 \tabularnewline
17 & 133.4 & 127.466 & 133.517 & -6.0508 & 5.93414 \tabularnewline
18 & 134.4 & 136.131 & 132.554 & 3.57732 & -1.73149 \tabularnewline
19 & 124.8 & 127.751 & 131.958 & -4.20765 & -2.95068 \tabularnewline
20 & 110.6 & 113.553 & 131.837 & -18.2846 & -2.95289 \tabularnewline
21 & 142.4 & 143.126 & 131.4 & 11.7259 & -0.725927 \tabularnewline
22 & 149.6 & 143.228 & 131.3 & 11.9281 & 6.37187 \tabularnewline
23 & 134.6 & 132.954 & 131.267 & 1.6872 & 1.64613 \tabularnewline
24 & 103.3 & 114.005 & 130.588 & -16.5827 & -10.7048 \tabularnewline
25 & 136.5 & 131.493 & 130.283 & 1.20926 & 5.00741 \tabularnewline
26 & 137.1 & 135.845 & 130.237 & 5.6073 & 1.2552 \tabularnewline
27 & 140.7 & 140.74 & 130.204 & 10.5362 & -0.0403416 \tabularnewline
28 & 131.4 & 129.338 & 130.483 & -1.1456 & 2.06226 \tabularnewline
29 & 126.2 & 124.491 & 130.542 & -6.0508 & 1.70914 \tabularnewline
30 & 125.3 & 134.086 & 130.508 & 3.57732 & -8.78565 \tabularnewline
31 & 126.6 & 126.388 & 130.596 & -4.20765 & 0.211818 \tabularnewline
32 & 107.7 & 112.14 & 130.425 & -18.2846 & -4.44039 \tabularnewline
33 & 144.5 & 141.547 & 129.821 & 11.7259 & 2.95324 \tabularnewline
34 & 154.2 & 141.216 & 129.288 & 11.9281 & 12.9844 \tabularnewline
35 & 131.4 & 130.341 & 128.654 & 1.6872 & 1.05863 \tabularnewline
36 & 105.7 & 111.209 & 127.792 & -16.5827 & -5.50902 \tabularnewline
37 & 136.2 & 128.255 & 127.046 & 1.20926 & 7.94491 \tabularnewline
38 & 133.3 & 131.791 & 126.183 & 5.6073 & 1.50937 \tabularnewline
39 & 130 & 136.124 & 125.587 & 10.5362 & -6.12367 \tabularnewline
40 & 129.3 & 123.738 & 124.883 & -1.1456 & 5.56226 \tabularnewline
41 & 113.1 & 117.849 & 123.9 & -6.0508 & -4.7492 \tabularnewline
42 & 117.7 & 127.056 & 123.479 & 3.57732 & -9.35649 \tabularnewline
43 & 116.3 & 118.68 & 122.887 & -4.20765 & -2.37985 \tabularnewline
44 & 97.3 & 103.545 & 121.829 & -18.2846 & -6.24455 \tabularnewline
45 & 140.6 & 133.409 & 121.683 & 11.7259 & 7.19074 \tabularnewline
46 & 141.2 & 133.478 & 121.55 & 11.9281 & 7.72187 \tabularnewline
47 & 120.8 & 122.558 & 120.871 & 1.6872 & -1.75803 \tabularnewline
48 & 106.2 & 104.447 & 121.029 & -16.5827 & 1.75348 \tabularnewline
49 & 121.5 & 122.455 & 121.246 & 1.20926 & -0.955093 \tabularnewline
50 & 122.6 & 126.778 & 121.171 & 5.6073 & -4.17813 \tabularnewline
51 & 137.2 & 131.724 & 121.188 & 10.5362 & 5.47633 \tabularnewline
52 & 118.9 & 119.396 & 120.542 & -1.1456 & -0.496071 \tabularnewline
53 & 107.2 & 113.958 & 120.008 & -6.0508 & -6.75753 \tabularnewline
54 & 127.4 & 123.59 & 120.012 & 3.57732 & 3.81018 \tabularnewline
55 & 111.8 & 115.417 & 119.625 & -4.20765 & -3.61735 \tabularnewline
56 & 100 & 100.986 & 119.271 & -18.2846 & -0.986221 \tabularnewline
57 & 138.3 & 130.676 & 118.95 & 11.7259 & 7.62407 \tabularnewline
58 & 128 & 130.395 & 118.467 & 11.9281 & -2.3948 \tabularnewline
59 & 121.2 & 119.95 & 118.262 & 1.6872 & 1.2503 \tabularnewline
60 & 105.9 & 101.405 & 117.988 & -16.5827 & 4.49515 \tabularnewline
61 & 112.5 & 118.759 & 117.55 & 1.20926 & -6.25926 \tabularnewline
62 & 123.1 & 122.978 & 117.371 & 5.6073 & 0.121867 \tabularnewline
63 & 129 & 127.674 & 117.138 & 10.5362 & 1.32633 \tabularnewline
64 & 115.5 & 115.359 & 116.504 & -1.1456 & 0.141429 \tabularnewline
65 & 105.7 & 110.341 & 116.392 & -6.0508 & -4.64086 \tabularnewline
66 & 122.3 & 120.252 & 116.675 & 3.57732 & 2.04768 \tabularnewline
67 & 106.4 & 112.651 & 116.858 & -4.20765 & -6.25068 \tabularnewline
68 & 101.1 & 98.6987 & 116.983 & -18.2846 & 2.40128 \tabularnewline
69 & 131.6 & 129.034 & 117.308 & 11.7259 & 2.56574 \tabularnewline
70 & 119.5 & 129.286 & 117.358 & 11.9281 & -9.78647 \tabularnewline
71 & 127 & 119.15 & 117.462 & 1.6872 & 7.8503 \tabularnewline
72 & 106.9 & 101.572 & 118.154 & -16.5827 & 5.32848 \tabularnewline
73 & 115.9 & 119.905 & 118.696 & 1.20926 & -4.00509 \tabularnewline
74 & 122.7 & 124.682 & 119.075 & 5.6073 & -1.9823 \tabularnewline
75 & 137.2 & 130.095 & 119.558 & 10.5362 & 7.10549 \tabularnewline
76 & 108.5 & 119.613 & 120.758 & -1.1456 & -11.1127 \tabularnewline
77 & 115.2 & 115.887 & 121.938 & -6.0508 & -0.686696 \tabularnewline
78 & 129.4 & 125.769 & 122.192 & 3.57732 & 3.63101 \tabularnewline
79 & 112.3 & 118.372 & 122.579 & -4.20765 & -6.07152 \tabularnewline
80 & 104.3 & 105.29 & 123.575 & -18.2846 & -0.990388 \tabularnewline
81 & 140 & 136.113 & 124.387 & 11.7259 & 3.88657 \tabularnewline
82 & 139.9 & 136.899 & 124.971 & 11.9281 & 3.00103 \tabularnewline
83 & 134.9 & 127.058 & 125.371 & 1.6872 & 7.84197 \tabularnewline
84 & 105.1 & 108.88 & 125.462 & -16.5827 & -3.77985 \tabularnewline
85 & 127 & 126.901 & 125.692 & 1.20926 & 0.0990732 \tabularnewline
86 & 135.5 & 131.691 & 126.083 & 5.6073 & 3.80937 \tabularnewline
87 & 143.9 & 136.432 & 125.896 & 10.5362 & 7.46799 \tabularnewline
88 & 115.8 & 124.563 & 125.708 & -1.1456 & -8.76274 \tabularnewline
89 & 117.5 & 119.453 & 125.504 & -6.0508 & -1.95336 \tabularnewline
90 & 129.3 & 128.377 & 124.8 & 3.57732 & 0.922679 \tabularnewline
91 & 117.9 & 120.201 & 124.408 & -4.20765 & -2.30068 \tabularnewline
92 & 108.1 & 105.828 & 124.112 & -18.2846 & 2.27211 \tabularnewline
93 & 131.7 & 134.801 & 123.075 & 11.7259 & -3.10093 \tabularnewline
94 & 143.7 & 135.086 & 123.158 & 11.9281 & 8.61353 \tabularnewline
95 & 126.2 & 125.304 & 123.617 & 1.6872 & 0.896132 \tabularnewline
96 & 96.9 & 105.992 & 122.575 & -16.5827 & -9.09235 \tabularnewline
97 & 125.8 & 122.843 & 121.633 & 1.20926 & 2.95741 \tabularnewline
98 & 129.6 & 125.982 & 120.375 & 5.6073 & 3.6177 \tabularnewline
99 & 124.9 & 129.349 & 118.812 & 10.5362 & -4.44867 \tabularnewline
100 & 136.8 & 115.854 & 117 & -1.1456 & 20.9456 \tabularnewline
101 & 107.5 & 108.466 & 114.517 & -6.0508 & -0.965862 \tabularnewline
102 & 114.3 & 116.24 & 112.662 & 3.57732 & -1.93982 \tabularnewline
103 & 110.3 & 106.626 & 110.833 & -4.20765 & 3.67432 \tabularnewline
104 & 85.5 & 89.8946 & 108.179 & -18.2846 & -4.39455 \tabularnewline
105 & 116.8 & 117.501 & 105.775 & 11.7259 & -0.700927 \tabularnewline
106 & 115.1 & 114.774 & 102.846 & 11.9281 & 0.326034 \tabularnewline
107 & 95.2 & 101.5 & 99.8125 & 1.6872 & -6.2997 \tabularnewline
108 & 83.4 & 81.2965 & 97.8792 & -16.5827 & 2.10348 \tabularnewline
109 & 95.4 & 97.5926 & 96.3833 & 1.20926 & -2.19259 \tabularnewline
110 & 96.3 & 100.907 & 95.3 & 5.6073 & -4.6073 \tabularnewline
111 & 100.5 & 104.803 & 94.2667 & 10.5362 & -4.30284 \tabularnewline
112 & 90.9 & 91.9961 & 93.1417 & -1.1456 & -1.09607 \tabularnewline
113 & 80.6 & 86.4575 & 92.5083 & -6.0508 & -5.85753 \tabularnewline
114 & 94.8 & 95.9482 & 92.3708 & 3.57732 & -1.14815 \tabularnewline
115 & 93.9 & 88.0257 & 92.2333 & -4.20765 & 5.87432 \tabularnewline
116 & 75.9 & 74.0112 & 92.2958 & -18.2846 & 1.88878 \tabularnewline
117 & 101.6 & 104.584 & 92.8583 & 11.7259 & -2.98426 \tabularnewline
118 & 103.3 & 105.516 & 93.5875 & 11.9281 & -2.21563 \tabularnewline
119 & 91.8 & 96.0705 & 94.3833 & 1.6872 & -4.27053 \tabularnewline
120 & 83.5 & 78.884 & 95.4667 & -16.5827 & 4.61598 \tabularnewline
121 & 92 & 97.4968 & 96.2875 & 1.20926 & -5.49676 \tabularnewline
122 & 101.2 & 102.307 & 96.7 & 5.6073 & -1.1073 \tabularnewline
123 & 109.1 & 108.02 & 97.4833 & 10.5362 & 1.08049 \tabularnewline
124 & 99.8 & 97.1002 & 98.2458 & -1.1456 & 2.69976 \tabularnewline
125 & 90.8 & 92.895 & 98.9458 & -6.0508 & -2.09503 \tabularnewline
126 & 110.6 & 103.281 & 99.7042 & 3.57732 & 7.31851 \tabularnewline
127 & 97.8 & 95.884 & 100.092 & -4.20765 & 1.91598 \tabularnewline
128 & 81.9 & 81.8779 & 100.162 & -18.2846 & 0.0221124 \tabularnewline
129 & 114.4 & 112.109 & 100.383 & 11.7259 & 2.29074 \tabularnewline
130 & 108.8 & 112.316 & 100.387 & 11.9281 & -3.51563 \tabularnewline
131 & 103.1 & 102.316 & 100.629 & 1.6872 & 0.783632 \tabularnewline
132 & 90.4 & 83.9715 & 100.554 & -16.5827 & 6.42848 \tabularnewline
133 & 94.4 & 100.926 & 99.7167 & 1.20926 & -6.52593 \tabularnewline
134 & 100.5 & 105.066 & 99.4583 & 5.6073 & -4.56563 \tabularnewline
135 & 115.1 & 109.707 & 99.1708 & 10.5362 & 5.39299 \tabularnewline
136 & 93.9 & 97.3211 & 98.4667 & -1.1456 & -3.42107 \tabularnewline
137 & 102.5 & 91.67 & 97.7208 & -6.0508 & 10.83 \tabularnewline
138 & 97.1 & 100.565 & 96.9875 & 3.57732 & -3.46482 \tabularnewline
139 & 91.2 & 92.3132 & 96.5208 & -4.20765 & -1.11318 \tabularnewline
140 & 82.3 & 78.0404 & 96.325 & -18.2846 & 4.25961 \tabularnewline
141 & 107.1 & 107.243 & 95.5167 & 11.7259 & -0.142593 \tabularnewline
142 & 99.2 & 106.224 & 94.2958 & 11.9281 & -7.02397 \tabularnewline
143 & 94.8 & 94.7747 & 93.0875 & 1.6872 & 0.0252987 \tabularnewline
144 & 81.1 & 75.6132 & 92.1958 & -16.5827 & 5.48682 \tabularnewline
145 & 92.5 & 92.9884 & 91.7792 & 1.20926 & -0.488427 \tabularnewline
146 & 97.7 & 96.8698 & 91.2625 & 5.6073 & 0.830201 \tabularnewline
147 & 98.5 & 100.774 & 90.2375 & 10.5362 & -2.27367 \tabularnewline
148 & 81.2 & 88.4586 & 89.6042 & -1.1456 & -7.25857 \tabularnewline
149 & 86.2 & 83.3409 & 89.3917 & -6.0508 & 2.85914 \tabularnewline
150 & 92 & 92.0607 & 88.4833 & 3.57732 & -0.0606541 \tabularnewline
151 & 86.3 & 83.4965 & 87.7042 & -4.20765 & 2.80348 \tabularnewline
152 & 74.8 & 68.9362 & 87.2208 & -18.2846 & 5.86378 \tabularnewline
153 & 90 & 98.3551 & 86.6292 & 11.7259 & -8.35509 \tabularnewline
154 & 101.1 & 98.449 & 86.5208 & 11.9281 & 2.65103 \tabularnewline
155 & 87.8 & 88.358 & 86.6708 & 1.6872 & -0.558035 \tabularnewline
156 & 66.3 & 69.9298 & 86.5125 & -16.5827 & -3.62985 \tabularnewline
157 & 88.6 & 87.8259 & 86.6167 & 1.20926 & 0.774073 \tabularnewline
158 & 90 & 92.1906 & 86.5833 & 5.6073 & -2.19063 \tabularnewline
159 & 92 & 96.9862 & 86.45 & 10.5362 & -4.98617 \tabularnewline
160 & 85.1 & 85.3127 & 86.4583 & -1.1456 & -0.212737 \tabularnewline
161 & 85.9 & 80.1534 & 86.2042 & -6.0508 & 5.74664 \tabularnewline
162 & 88.5 & 89.819 & 86.2417 & 3.57732 & -1.31899 \tabularnewline
163 & 92.3 & 82.4965 & 86.7042 & -4.20765 & 9.80348 \tabularnewline
164 & 68 & 69.0237 & 87.3083 & -18.2846 & -1.02372 \tabularnewline
165 & 93.6 & 99.4884 & 87.7625 & 11.7259 & -5.88843 \tabularnewline
166 & 97.7 & 100.111 & 88.1833 & 11.9281 & -2.41147 \tabularnewline
167 & 85.1 & 90.0289 & 88.3417 & 1.6872 & -4.92887 \tabularnewline
168 & 69.9 & 71.7798 & 88.3625 & -16.5827 & -1.87985 \tabularnewline
169 & 96.1 & 89.8801 & 88.6708 & 1.20926 & 6.21991 \tabularnewline
170 & 97 & 94.5906 & 88.9833 & 5.6073 & 2.40937 \tabularnewline
171 & 95.9 & 100.199 & 89.6625 & 10.5362 & -4.29867 \tabularnewline
172 & 91.3 & 89.2794 & 90.425 & -1.1456 & 2.0206 \tabularnewline
173 & 83.5 & 84.5742 & 90.625 & -6.0508 & -1.0742 \tabularnewline
174 & 91.4 & 94.4398 & 90.8625 & 3.57732 & -3.03982 \tabularnewline
175 & 96.8 & 86.7965 & 91.0042 & -4.20765 & 10.0035 \tabularnewline
176 & 71 & 72.7696 & 91.0542 & -18.2846 & -1.76955 \tabularnewline
177 & 106.9 & 103.126 & 91.4 & 11.7259 & 3.77407 \tabularnewline
178 & 102.7 & 103.711 & 91.7833 & 11.9281 & -1.01147 \tabularnewline
179 & 84.9 & 93.7539 & 92.0667 & 1.6872 & -8.85387 \tabularnewline
180 & 75.8 & 76.1048 & 92.6875 & -16.5827 & -0.304848 \tabularnewline
181 & 93.6 & 94.2884 & 93.0792 & 1.20926 & -0.688427 \tabularnewline
182 & 100.7 & 98.9865 & 93.3792 & 5.6073 & 1.71353 \tabularnewline
183 & 100.5 & 104.153 & 93.6167 & 10.5362 & -3.65284 \tabularnewline
184 & 95.9 & 92.0836 & 93.2292 & -1.1456 & 3.81643 \tabularnewline
185 & 85.7 & 87.1367 & 93.1875 & -6.0508 & -1.4367 \tabularnewline
186 & 104.1 & 96.994 & 93.4167 & 3.57732 & 7.10601 \tabularnewline
187 & 93.5 & 89.1465 & 93.3542 & -4.20765 & 4.35348 \tabularnewline
188 & 81.5 & 74.9362 & 93.2208 & -18.2846 & 6.56378 \tabularnewline
189 & 102.1 & 104.88 & 93.1542 & 11.7259 & -2.78009 \tabularnewline
190 & 98.2 & 104.82 & 92.8917 & 11.9281 & -6.6198 \tabularnewline
191 & 88.4 & 94.4247 & 92.7375 & 1.6872 & -6.0247 \tabularnewline
192 & 77.8 & 75.9673 & 92.55 & -16.5827 & 1.83265 \tabularnewline
193 & 90.1 & 93.1968 & 91.9875 & 1.20926 & -3.09676 \tabularnewline
194 & 101 & 97.074 & 91.4667 & 5.6073 & 3.92603 \tabularnewline
195 & 98.6 & 101.449 & 90.9125 & 10.5362 & -2.84867 \tabularnewline
196 & 91.5 & 88.9127 & 90.0583 & -1.1456 & 2.58726 \tabularnewline
197 & 86.4 & 83.6534 & 89.7042 & -6.0508 & 2.74664 \tabularnewline
198 & 98.9 & 93.2815 & 89.7042 & 3.57732 & 5.61851 \tabularnewline
199 & 85.2 & 85.534 & 89.7417 & -4.20765 & -0.334015 \tabularnewline
200 & 77.3 & 71.3654 & 89.65 & -18.2846 & 5.93461 \tabularnewline
201 & 93 & 101.313 & 89.5875 & 11.7259 & -8.31343 \tabularnewline
202 & 86.8 & 101.282 & 89.3542 & 11.9281 & -14.4823 \tabularnewline
203 & 91.3 & 90.8997 & 89.2125 & 1.6872 & 0.400299 \tabularnewline
204 & 74.9 & 72.8382 & 89.4208 & -16.5827 & 2.06182 \tabularnewline
205 & 93.9 & 90.6093 & 89.4 & 1.20926 & 3.29074 \tabularnewline
206 & 95 & 94.9823 & 89.375 & 5.6073 & 0.0177007 \tabularnewline
207 & 103.1 & NA & NA & 10.5362 & NA \tabularnewline
208 & 81.4 & NA & NA & -1.1456 & NA \tabularnewline
209 & 93.1 & NA & NA & -6.0508 & NA \tabularnewline
210 & 97.2 & NA & NA & 3.57732 & NA \tabularnewline
211 & 86.4 & NA & NA & -4.20765 & NA \tabularnewline
212 & 75.5 & NA & NA & -18.2846 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309615&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]122.2[/C][C]NA[/C][C]NA[/C][C]1.20926[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]136.1[/C][C]NA[/C][C]NA[/C][C]5.6073[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]145.5[/C][C]NA[/C][C]NA[/C][C]10.5362[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]116.7[/C][C]NA[/C][C]NA[/C][C]-1.1456[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]137.1[/C][C]NA[/C][C]NA[/C][C]-6.0508[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]125.5[/C][C]NA[/C][C]NA[/C][C]3.57732[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]112.4[/C][C]126.438[/C][C]130.646[/C][C]-4.20765[/C][C]-14.0382[/C][/ROW]
[ROW][C]8[/C][C]106.3[/C][C]113.12[/C][C]131.404[/C][C]-18.2846[/C][C]-6.81955[/C][/ROW]
[ROW][C]9[/C][C]145.7[/C][C]143.409[/C][C]131.683[/C][C]11.7259[/C][C]2.29074[/C][/ROW]
[ROW][C]10[/C][C]151.5[/C][C]144.124[/C][C]132.196[/C][C]11.9281[/C][C]7.37603[/C][/ROW]
[ROW][C]11[/C][C]144.6[/C][C]134.075[/C][C]132.388[/C][C]1.6872[/C][C]10.5253[/C][/ROW]
[ROW][C]12[/C][C]116.4[/C][C]116.022[/C][C]132.604[/C][C]-16.5827[/C][C]0.378485[/C][/ROW]
[ROW][C]13[/C][C]137.7[/C][C]134.701[/C][C]133.492[/C][C]1.20926[/C][C]2.99907[/C][/ROW]
[ROW][C]14[/C][C]138.8[/C][C]139.795[/C][C]134.188[/C][C]5.6073[/C][C]-0.994799[/C][/ROW]
[ROW][C]15[/C][C]149.5[/C][C]144.765[/C][C]134.229[/C][C]10.5362[/C][C]4.73466[/C][/ROW]
[ROW][C]16[/C][C]125[/C][C]132.867[/C][C]134.012[/C][C]-1.1456[/C][C]-7.8669[/C][/ROW]
[ROW][C]17[/C][C]133.4[/C][C]127.466[/C][C]133.517[/C][C]-6.0508[/C][C]5.93414[/C][/ROW]
[ROW][C]18[/C][C]134.4[/C][C]136.131[/C][C]132.554[/C][C]3.57732[/C][C]-1.73149[/C][/ROW]
[ROW][C]19[/C][C]124.8[/C][C]127.751[/C][C]131.958[/C][C]-4.20765[/C][C]-2.95068[/C][/ROW]
[ROW][C]20[/C][C]110.6[/C][C]113.553[/C][C]131.837[/C][C]-18.2846[/C][C]-2.95289[/C][/ROW]
[ROW][C]21[/C][C]142.4[/C][C]143.126[/C][C]131.4[/C][C]11.7259[/C][C]-0.725927[/C][/ROW]
[ROW][C]22[/C][C]149.6[/C][C]143.228[/C][C]131.3[/C][C]11.9281[/C][C]6.37187[/C][/ROW]
[ROW][C]23[/C][C]134.6[/C][C]132.954[/C][C]131.267[/C][C]1.6872[/C][C]1.64613[/C][/ROW]
[ROW][C]24[/C][C]103.3[/C][C]114.005[/C][C]130.588[/C][C]-16.5827[/C][C]-10.7048[/C][/ROW]
[ROW][C]25[/C][C]136.5[/C][C]131.493[/C][C]130.283[/C][C]1.20926[/C][C]5.00741[/C][/ROW]
[ROW][C]26[/C][C]137.1[/C][C]135.845[/C][C]130.237[/C][C]5.6073[/C][C]1.2552[/C][/ROW]
[ROW][C]27[/C][C]140.7[/C][C]140.74[/C][C]130.204[/C][C]10.5362[/C][C]-0.0403416[/C][/ROW]
[ROW][C]28[/C][C]131.4[/C][C]129.338[/C][C]130.483[/C][C]-1.1456[/C][C]2.06226[/C][/ROW]
[ROW][C]29[/C][C]126.2[/C][C]124.491[/C][C]130.542[/C][C]-6.0508[/C][C]1.70914[/C][/ROW]
[ROW][C]30[/C][C]125.3[/C][C]134.086[/C][C]130.508[/C][C]3.57732[/C][C]-8.78565[/C][/ROW]
[ROW][C]31[/C][C]126.6[/C][C]126.388[/C][C]130.596[/C][C]-4.20765[/C][C]0.211818[/C][/ROW]
[ROW][C]32[/C][C]107.7[/C][C]112.14[/C][C]130.425[/C][C]-18.2846[/C][C]-4.44039[/C][/ROW]
[ROW][C]33[/C][C]144.5[/C][C]141.547[/C][C]129.821[/C][C]11.7259[/C][C]2.95324[/C][/ROW]
[ROW][C]34[/C][C]154.2[/C][C]141.216[/C][C]129.288[/C][C]11.9281[/C][C]12.9844[/C][/ROW]
[ROW][C]35[/C][C]131.4[/C][C]130.341[/C][C]128.654[/C][C]1.6872[/C][C]1.05863[/C][/ROW]
[ROW][C]36[/C][C]105.7[/C][C]111.209[/C][C]127.792[/C][C]-16.5827[/C][C]-5.50902[/C][/ROW]
[ROW][C]37[/C][C]136.2[/C][C]128.255[/C][C]127.046[/C][C]1.20926[/C][C]7.94491[/C][/ROW]
[ROW][C]38[/C][C]133.3[/C][C]131.791[/C][C]126.183[/C][C]5.6073[/C][C]1.50937[/C][/ROW]
[ROW][C]39[/C][C]130[/C][C]136.124[/C][C]125.587[/C][C]10.5362[/C][C]-6.12367[/C][/ROW]
[ROW][C]40[/C][C]129.3[/C][C]123.738[/C][C]124.883[/C][C]-1.1456[/C][C]5.56226[/C][/ROW]
[ROW][C]41[/C][C]113.1[/C][C]117.849[/C][C]123.9[/C][C]-6.0508[/C][C]-4.7492[/C][/ROW]
[ROW][C]42[/C][C]117.7[/C][C]127.056[/C][C]123.479[/C][C]3.57732[/C][C]-9.35649[/C][/ROW]
[ROW][C]43[/C][C]116.3[/C][C]118.68[/C][C]122.887[/C][C]-4.20765[/C][C]-2.37985[/C][/ROW]
[ROW][C]44[/C][C]97.3[/C][C]103.545[/C][C]121.829[/C][C]-18.2846[/C][C]-6.24455[/C][/ROW]
[ROW][C]45[/C][C]140.6[/C][C]133.409[/C][C]121.683[/C][C]11.7259[/C][C]7.19074[/C][/ROW]
[ROW][C]46[/C][C]141.2[/C][C]133.478[/C][C]121.55[/C][C]11.9281[/C][C]7.72187[/C][/ROW]
[ROW][C]47[/C][C]120.8[/C][C]122.558[/C][C]120.871[/C][C]1.6872[/C][C]-1.75803[/C][/ROW]
[ROW][C]48[/C][C]106.2[/C][C]104.447[/C][C]121.029[/C][C]-16.5827[/C][C]1.75348[/C][/ROW]
[ROW][C]49[/C][C]121.5[/C][C]122.455[/C][C]121.246[/C][C]1.20926[/C][C]-0.955093[/C][/ROW]
[ROW][C]50[/C][C]122.6[/C][C]126.778[/C][C]121.171[/C][C]5.6073[/C][C]-4.17813[/C][/ROW]
[ROW][C]51[/C][C]137.2[/C][C]131.724[/C][C]121.188[/C][C]10.5362[/C][C]5.47633[/C][/ROW]
[ROW][C]52[/C][C]118.9[/C][C]119.396[/C][C]120.542[/C][C]-1.1456[/C][C]-0.496071[/C][/ROW]
[ROW][C]53[/C][C]107.2[/C][C]113.958[/C][C]120.008[/C][C]-6.0508[/C][C]-6.75753[/C][/ROW]
[ROW][C]54[/C][C]127.4[/C][C]123.59[/C][C]120.012[/C][C]3.57732[/C][C]3.81018[/C][/ROW]
[ROW][C]55[/C][C]111.8[/C][C]115.417[/C][C]119.625[/C][C]-4.20765[/C][C]-3.61735[/C][/ROW]
[ROW][C]56[/C][C]100[/C][C]100.986[/C][C]119.271[/C][C]-18.2846[/C][C]-0.986221[/C][/ROW]
[ROW][C]57[/C][C]138.3[/C][C]130.676[/C][C]118.95[/C][C]11.7259[/C][C]7.62407[/C][/ROW]
[ROW][C]58[/C][C]128[/C][C]130.395[/C][C]118.467[/C][C]11.9281[/C][C]-2.3948[/C][/ROW]
[ROW][C]59[/C][C]121.2[/C][C]119.95[/C][C]118.262[/C][C]1.6872[/C][C]1.2503[/C][/ROW]
[ROW][C]60[/C][C]105.9[/C][C]101.405[/C][C]117.988[/C][C]-16.5827[/C][C]4.49515[/C][/ROW]
[ROW][C]61[/C][C]112.5[/C][C]118.759[/C][C]117.55[/C][C]1.20926[/C][C]-6.25926[/C][/ROW]
[ROW][C]62[/C][C]123.1[/C][C]122.978[/C][C]117.371[/C][C]5.6073[/C][C]0.121867[/C][/ROW]
[ROW][C]63[/C][C]129[/C][C]127.674[/C][C]117.138[/C][C]10.5362[/C][C]1.32633[/C][/ROW]
[ROW][C]64[/C][C]115.5[/C][C]115.359[/C][C]116.504[/C][C]-1.1456[/C][C]0.141429[/C][/ROW]
[ROW][C]65[/C][C]105.7[/C][C]110.341[/C][C]116.392[/C][C]-6.0508[/C][C]-4.64086[/C][/ROW]
[ROW][C]66[/C][C]122.3[/C][C]120.252[/C][C]116.675[/C][C]3.57732[/C][C]2.04768[/C][/ROW]
[ROW][C]67[/C][C]106.4[/C][C]112.651[/C][C]116.858[/C][C]-4.20765[/C][C]-6.25068[/C][/ROW]
[ROW][C]68[/C][C]101.1[/C][C]98.6987[/C][C]116.983[/C][C]-18.2846[/C][C]2.40128[/C][/ROW]
[ROW][C]69[/C][C]131.6[/C][C]129.034[/C][C]117.308[/C][C]11.7259[/C][C]2.56574[/C][/ROW]
[ROW][C]70[/C][C]119.5[/C][C]129.286[/C][C]117.358[/C][C]11.9281[/C][C]-9.78647[/C][/ROW]
[ROW][C]71[/C][C]127[/C][C]119.15[/C][C]117.462[/C][C]1.6872[/C][C]7.8503[/C][/ROW]
[ROW][C]72[/C][C]106.9[/C][C]101.572[/C][C]118.154[/C][C]-16.5827[/C][C]5.32848[/C][/ROW]
[ROW][C]73[/C][C]115.9[/C][C]119.905[/C][C]118.696[/C][C]1.20926[/C][C]-4.00509[/C][/ROW]
[ROW][C]74[/C][C]122.7[/C][C]124.682[/C][C]119.075[/C][C]5.6073[/C][C]-1.9823[/C][/ROW]
[ROW][C]75[/C][C]137.2[/C][C]130.095[/C][C]119.558[/C][C]10.5362[/C][C]7.10549[/C][/ROW]
[ROW][C]76[/C][C]108.5[/C][C]119.613[/C][C]120.758[/C][C]-1.1456[/C][C]-11.1127[/C][/ROW]
[ROW][C]77[/C][C]115.2[/C][C]115.887[/C][C]121.938[/C][C]-6.0508[/C][C]-0.686696[/C][/ROW]
[ROW][C]78[/C][C]129.4[/C][C]125.769[/C][C]122.192[/C][C]3.57732[/C][C]3.63101[/C][/ROW]
[ROW][C]79[/C][C]112.3[/C][C]118.372[/C][C]122.579[/C][C]-4.20765[/C][C]-6.07152[/C][/ROW]
[ROW][C]80[/C][C]104.3[/C][C]105.29[/C][C]123.575[/C][C]-18.2846[/C][C]-0.990388[/C][/ROW]
[ROW][C]81[/C][C]140[/C][C]136.113[/C][C]124.387[/C][C]11.7259[/C][C]3.88657[/C][/ROW]
[ROW][C]82[/C][C]139.9[/C][C]136.899[/C][C]124.971[/C][C]11.9281[/C][C]3.00103[/C][/ROW]
[ROW][C]83[/C][C]134.9[/C][C]127.058[/C][C]125.371[/C][C]1.6872[/C][C]7.84197[/C][/ROW]
[ROW][C]84[/C][C]105.1[/C][C]108.88[/C][C]125.462[/C][C]-16.5827[/C][C]-3.77985[/C][/ROW]
[ROW][C]85[/C][C]127[/C][C]126.901[/C][C]125.692[/C][C]1.20926[/C][C]0.0990732[/C][/ROW]
[ROW][C]86[/C][C]135.5[/C][C]131.691[/C][C]126.083[/C][C]5.6073[/C][C]3.80937[/C][/ROW]
[ROW][C]87[/C][C]143.9[/C][C]136.432[/C][C]125.896[/C][C]10.5362[/C][C]7.46799[/C][/ROW]
[ROW][C]88[/C][C]115.8[/C][C]124.563[/C][C]125.708[/C][C]-1.1456[/C][C]-8.76274[/C][/ROW]
[ROW][C]89[/C][C]117.5[/C][C]119.453[/C][C]125.504[/C][C]-6.0508[/C][C]-1.95336[/C][/ROW]
[ROW][C]90[/C][C]129.3[/C][C]128.377[/C][C]124.8[/C][C]3.57732[/C][C]0.922679[/C][/ROW]
[ROW][C]91[/C][C]117.9[/C][C]120.201[/C][C]124.408[/C][C]-4.20765[/C][C]-2.30068[/C][/ROW]
[ROW][C]92[/C][C]108.1[/C][C]105.828[/C][C]124.112[/C][C]-18.2846[/C][C]2.27211[/C][/ROW]
[ROW][C]93[/C][C]131.7[/C][C]134.801[/C][C]123.075[/C][C]11.7259[/C][C]-3.10093[/C][/ROW]
[ROW][C]94[/C][C]143.7[/C][C]135.086[/C][C]123.158[/C][C]11.9281[/C][C]8.61353[/C][/ROW]
[ROW][C]95[/C][C]126.2[/C][C]125.304[/C][C]123.617[/C][C]1.6872[/C][C]0.896132[/C][/ROW]
[ROW][C]96[/C][C]96.9[/C][C]105.992[/C][C]122.575[/C][C]-16.5827[/C][C]-9.09235[/C][/ROW]
[ROW][C]97[/C][C]125.8[/C][C]122.843[/C][C]121.633[/C][C]1.20926[/C][C]2.95741[/C][/ROW]
[ROW][C]98[/C][C]129.6[/C][C]125.982[/C][C]120.375[/C][C]5.6073[/C][C]3.6177[/C][/ROW]
[ROW][C]99[/C][C]124.9[/C][C]129.349[/C][C]118.812[/C][C]10.5362[/C][C]-4.44867[/C][/ROW]
[ROW][C]100[/C][C]136.8[/C][C]115.854[/C][C]117[/C][C]-1.1456[/C][C]20.9456[/C][/ROW]
[ROW][C]101[/C][C]107.5[/C][C]108.466[/C][C]114.517[/C][C]-6.0508[/C][C]-0.965862[/C][/ROW]
[ROW][C]102[/C][C]114.3[/C][C]116.24[/C][C]112.662[/C][C]3.57732[/C][C]-1.93982[/C][/ROW]
[ROW][C]103[/C][C]110.3[/C][C]106.626[/C][C]110.833[/C][C]-4.20765[/C][C]3.67432[/C][/ROW]
[ROW][C]104[/C][C]85.5[/C][C]89.8946[/C][C]108.179[/C][C]-18.2846[/C][C]-4.39455[/C][/ROW]
[ROW][C]105[/C][C]116.8[/C][C]117.501[/C][C]105.775[/C][C]11.7259[/C][C]-0.700927[/C][/ROW]
[ROW][C]106[/C][C]115.1[/C][C]114.774[/C][C]102.846[/C][C]11.9281[/C][C]0.326034[/C][/ROW]
[ROW][C]107[/C][C]95.2[/C][C]101.5[/C][C]99.8125[/C][C]1.6872[/C][C]-6.2997[/C][/ROW]
[ROW][C]108[/C][C]83.4[/C][C]81.2965[/C][C]97.8792[/C][C]-16.5827[/C][C]2.10348[/C][/ROW]
[ROW][C]109[/C][C]95.4[/C][C]97.5926[/C][C]96.3833[/C][C]1.20926[/C][C]-2.19259[/C][/ROW]
[ROW][C]110[/C][C]96.3[/C][C]100.907[/C][C]95.3[/C][C]5.6073[/C][C]-4.6073[/C][/ROW]
[ROW][C]111[/C][C]100.5[/C][C]104.803[/C][C]94.2667[/C][C]10.5362[/C][C]-4.30284[/C][/ROW]
[ROW][C]112[/C][C]90.9[/C][C]91.9961[/C][C]93.1417[/C][C]-1.1456[/C][C]-1.09607[/C][/ROW]
[ROW][C]113[/C][C]80.6[/C][C]86.4575[/C][C]92.5083[/C][C]-6.0508[/C][C]-5.85753[/C][/ROW]
[ROW][C]114[/C][C]94.8[/C][C]95.9482[/C][C]92.3708[/C][C]3.57732[/C][C]-1.14815[/C][/ROW]
[ROW][C]115[/C][C]93.9[/C][C]88.0257[/C][C]92.2333[/C][C]-4.20765[/C][C]5.87432[/C][/ROW]
[ROW][C]116[/C][C]75.9[/C][C]74.0112[/C][C]92.2958[/C][C]-18.2846[/C][C]1.88878[/C][/ROW]
[ROW][C]117[/C][C]101.6[/C][C]104.584[/C][C]92.8583[/C][C]11.7259[/C][C]-2.98426[/C][/ROW]
[ROW][C]118[/C][C]103.3[/C][C]105.516[/C][C]93.5875[/C][C]11.9281[/C][C]-2.21563[/C][/ROW]
[ROW][C]119[/C][C]91.8[/C][C]96.0705[/C][C]94.3833[/C][C]1.6872[/C][C]-4.27053[/C][/ROW]
[ROW][C]120[/C][C]83.5[/C][C]78.884[/C][C]95.4667[/C][C]-16.5827[/C][C]4.61598[/C][/ROW]
[ROW][C]121[/C][C]92[/C][C]97.4968[/C][C]96.2875[/C][C]1.20926[/C][C]-5.49676[/C][/ROW]
[ROW][C]122[/C][C]101.2[/C][C]102.307[/C][C]96.7[/C][C]5.6073[/C][C]-1.1073[/C][/ROW]
[ROW][C]123[/C][C]109.1[/C][C]108.02[/C][C]97.4833[/C][C]10.5362[/C][C]1.08049[/C][/ROW]
[ROW][C]124[/C][C]99.8[/C][C]97.1002[/C][C]98.2458[/C][C]-1.1456[/C][C]2.69976[/C][/ROW]
[ROW][C]125[/C][C]90.8[/C][C]92.895[/C][C]98.9458[/C][C]-6.0508[/C][C]-2.09503[/C][/ROW]
[ROW][C]126[/C][C]110.6[/C][C]103.281[/C][C]99.7042[/C][C]3.57732[/C][C]7.31851[/C][/ROW]
[ROW][C]127[/C][C]97.8[/C][C]95.884[/C][C]100.092[/C][C]-4.20765[/C][C]1.91598[/C][/ROW]
[ROW][C]128[/C][C]81.9[/C][C]81.8779[/C][C]100.162[/C][C]-18.2846[/C][C]0.0221124[/C][/ROW]
[ROW][C]129[/C][C]114.4[/C][C]112.109[/C][C]100.383[/C][C]11.7259[/C][C]2.29074[/C][/ROW]
[ROW][C]130[/C][C]108.8[/C][C]112.316[/C][C]100.387[/C][C]11.9281[/C][C]-3.51563[/C][/ROW]
[ROW][C]131[/C][C]103.1[/C][C]102.316[/C][C]100.629[/C][C]1.6872[/C][C]0.783632[/C][/ROW]
[ROW][C]132[/C][C]90.4[/C][C]83.9715[/C][C]100.554[/C][C]-16.5827[/C][C]6.42848[/C][/ROW]
[ROW][C]133[/C][C]94.4[/C][C]100.926[/C][C]99.7167[/C][C]1.20926[/C][C]-6.52593[/C][/ROW]
[ROW][C]134[/C][C]100.5[/C][C]105.066[/C][C]99.4583[/C][C]5.6073[/C][C]-4.56563[/C][/ROW]
[ROW][C]135[/C][C]115.1[/C][C]109.707[/C][C]99.1708[/C][C]10.5362[/C][C]5.39299[/C][/ROW]
[ROW][C]136[/C][C]93.9[/C][C]97.3211[/C][C]98.4667[/C][C]-1.1456[/C][C]-3.42107[/C][/ROW]
[ROW][C]137[/C][C]102.5[/C][C]91.67[/C][C]97.7208[/C][C]-6.0508[/C][C]10.83[/C][/ROW]
[ROW][C]138[/C][C]97.1[/C][C]100.565[/C][C]96.9875[/C][C]3.57732[/C][C]-3.46482[/C][/ROW]
[ROW][C]139[/C][C]91.2[/C][C]92.3132[/C][C]96.5208[/C][C]-4.20765[/C][C]-1.11318[/C][/ROW]
[ROW][C]140[/C][C]82.3[/C][C]78.0404[/C][C]96.325[/C][C]-18.2846[/C][C]4.25961[/C][/ROW]
[ROW][C]141[/C][C]107.1[/C][C]107.243[/C][C]95.5167[/C][C]11.7259[/C][C]-0.142593[/C][/ROW]
[ROW][C]142[/C][C]99.2[/C][C]106.224[/C][C]94.2958[/C][C]11.9281[/C][C]-7.02397[/C][/ROW]
[ROW][C]143[/C][C]94.8[/C][C]94.7747[/C][C]93.0875[/C][C]1.6872[/C][C]0.0252987[/C][/ROW]
[ROW][C]144[/C][C]81.1[/C][C]75.6132[/C][C]92.1958[/C][C]-16.5827[/C][C]5.48682[/C][/ROW]
[ROW][C]145[/C][C]92.5[/C][C]92.9884[/C][C]91.7792[/C][C]1.20926[/C][C]-0.488427[/C][/ROW]
[ROW][C]146[/C][C]97.7[/C][C]96.8698[/C][C]91.2625[/C][C]5.6073[/C][C]0.830201[/C][/ROW]
[ROW][C]147[/C][C]98.5[/C][C]100.774[/C][C]90.2375[/C][C]10.5362[/C][C]-2.27367[/C][/ROW]
[ROW][C]148[/C][C]81.2[/C][C]88.4586[/C][C]89.6042[/C][C]-1.1456[/C][C]-7.25857[/C][/ROW]
[ROW][C]149[/C][C]86.2[/C][C]83.3409[/C][C]89.3917[/C][C]-6.0508[/C][C]2.85914[/C][/ROW]
[ROW][C]150[/C][C]92[/C][C]92.0607[/C][C]88.4833[/C][C]3.57732[/C][C]-0.0606541[/C][/ROW]
[ROW][C]151[/C][C]86.3[/C][C]83.4965[/C][C]87.7042[/C][C]-4.20765[/C][C]2.80348[/C][/ROW]
[ROW][C]152[/C][C]74.8[/C][C]68.9362[/C][C]87.2208[/C][C]-18.2846[/C][C]5.86378[/C][/ROW]
[ROW][C]153[/C][C]90[/C][C]98.3551[/C][C]86.6292[/C][C]11.7259[/C][C]-8.35509[/C][/ROW]
[ROW][C]154[/C][C]101.1[/C][C]98.449[/C][C]86.5208[/C][C]11.9281[/C][C]2.65103[/C][/ROW]
[ROW][C]155[/C][C]87.8[/C][C]88.358[/C][C]86.6708[/C][C]1.6872[/C][C]-0.558035[/C][/ROW]
[ROW][C]156[/C][C]66.3[/C][C]69.9298[/C][C]86.5125[/C][C]-16.5827[/C][C]-3.62985[/C][/ROW]
[ROW][C]157[/C][C]88.6[/C][C]87.8259[/C][C]86.6167[/C][C]1.20926[/C][C]0.774073[/C][/ROW]
[ROW][C]158[/C][C]90[/C][C]92.1906[/C][C]86.5833[/C][C]5.6073[/C][C]-2.19063[/C][/ROW]
[ROW][C]159[/C][C]92[/C][C]96.9862[/C][C]86.45[/C][C]10.5362[/C][C]-4.98617[/C][/ROW]
[ROW][C]160[/C][C]85.1[/C][C]85.3127[/C][C]86.4583[/C][C]-1.1456[/C][C]-0.212737[/C][/ROW]
[ROW][C]161[/C][C]85.9[/C][C]80.1534[/C][C]86.2042[/C][C]-6.0508[/C][C]5.74664[/C][/ROW]
[ROW][C]162[/C][C]88.5[/C][C]89.819[/C][C]86.2417[/C][C]3.57732[/C][C]-1.31899[/C][/ROW]
[ROW][C]163[/C][C]92.3[/C][C]82.4965[/C][C]86.7042[/C][C]-4.20765[/C][C]9.80348[/C][/ROW]
[ROW][C]164[/C][C]68[/C][C]69.0237[/C][C]87.3083[/C][C]-18.2846[/C][C]-1.02372[/C][/ROW]
[ROW][C]165[/C][C]93.6[/C][C]99.4884[/C][C]87.7625[/C][C]11.7259[/C][C]-5.88843[/C][/ROW]
[ROW][C]166[/C][C]97.7[/C][C]100.111[/C][C]88.1833[/C][C]11.9281[/C][C]-2.41147[/C][/ROW]
[ROW][C]167[/C][C]85.1[/C][C]90.0289[/C][C]88.3417[/C][C]1.6872[/C][C]-4.92887[/C][/ROW]
[ROW][C]168[/C][C]69.9[/C][C]71.7798[/C][C]88.3625[/C][C]-16.5827[/C][C]-1.87985[/C][/ROW]
[ROW][C]169[/C][C]96.1[/C][C]89.8801[/C][C]88.6708[/C][C]1.20926[/C][C]6.21991[/C][/ROW]
[ROW][C]170[/C][C]97[/C][C]94.5906[/C][C]88.9833[/C][C]5.6073[/C][C]2.40937[/C][/ROW]
[ROW][C]171[/C][C]95.9[/C][C]100.199[/C][C]89.6625[/C][C]10.5362[/C][C]-4.29867[/C][/ROW]
[ROW][C]172[/C][C]91.3[/C][C]89.2794[/C][C]90.425[/C][C]-1.1456[/C][C]2.0206[/C][/ROW]
[ROW][C]173[/C][C]83.5[/C][C]84.5742[/C][C]90.625[/C][C]-6.0508[/C][C]-1.0742[/C][/ROW]
[ROW][C]174[/C][C]91.4[/C][C]94.4398[/C][C]90.8625[/C][C]3.57732[/C][C]-3.03982[/C][/ROW]
[ROW][C]175[/C][C]96.8[/C][C]86.7965[/C][C]91.0042[/C][C]-4.20765[/C][C]10.0035[/C][/ROW]
[ROW][C]176[/C][C]71[/C][C]72.7696[/C][C]91.0542[/C][C]-18.2846[/C][C]-1.76955[/C][/ROW]
[ROW][C]177[/C][C]106.9[/C][C]103.126[/C][C]91.4[/C][C]11.7259[/C][C]3.77407[/C][/ROW]
[ROW][C]178[/C][C]102.7[/C][C]103.711[/C][C]91.7833[/C][C]11.9281[/C][C]-1.01147[/C][/ROW]
[ROW][C]179[/C][C]84.9[/C][C]93.7539[/C][C]92.0667[/C][C]1.6872[/C][C]-8.85387[/C][/ROW]
[ROW][C]180[/C][C]75.8[/C][C]76.1048[/C][C]92.6875[/C][C]-16.5827[/C][C]-0.304848[/C][/ROW]
[ROW][C]181[/C][C]93.6[/C][C]94.2884[/C][C]93.0792[/C][C]1.20926[/C][C]-0.688427[/C][/ROW]
[ROW][C]182[/C][C]100.7[/C][C]98.9865[/C][C]93.3792[/C][C]5.6073[/C][C]1.71353[/C][/ROW]
[ROW][C]183[/C][C]100.5[/C][C]104.153[/C][C]93.6167[/C][C]10.5362[/C][C]-3.65284[/C][/ROW]
[ROW][C]184[/C][C]95.9[/C][C]92.0836[/C][C]93.2292[/C][C]-1.1456[/C][C]3.81643[/C][/ROW]
[ROW][C]185[/C][C]85.7[/C][C]87.1367[/C][C]93.1875[/C][C]-6.0508[/C][C]-1.4367[/C][/ROW]
[ROW][C]186[/C][C]104.1[/C][C]96.994[/C][C]93.4167[/C][C]3.57732[/C][C]7.10601[/C][/ROW]
[ROW][C]187[/C][C]93.5[/C][C]89.1465[/C][C]93.3542[/C][C]-4.20765[/C][C]4.35348[/C][/ROW]
[ROW][C]188[/C][C]81.5[/C][C]74.9362[/C][C]93.2208[/C][C]-18.2846[/C][C]6.56378[/C][/ROW]
[ROW][C]189[/C][C]102.1[/C][C]104.88[/C][C]93.1542[/C][C]11.7259[/C][C]-2.78009[/C][/ROW]
[ROW][C]190[/C][C]98.2[/C][C]104.82[/C][C]92.8917[/C][C]11.9281[/C][C]-6.6198[/C][/ROW]
[ROW][C]191[/C][C]88.4[/C][C]94.4247[/C][C]92.7375[/C][C]1.6872[/C][C]-6.0247[/C][/ROW]
[ROW][C]192[/C][C]77.8[/C][C]75.9673[/C][C]92.55[/C][C]-16.5827[/C][C]1.83265[/C][/ROW]
[ROW][C]193[/C][C]90.1[/C][C]93.1968[/C][C]91.9875[/C][C]1.20926[/C][C]-3.09676[/C][/ROW]
[ROW][C]194[/C][C]101[/C][C]97.074[/C][C]91.4667[/C][C]5.6073[/C][C]3.92603[/C][/ROW]
[ROW][C]195[/C][C]98.6[/C][C]101.449[/C][C]90.9125[/C][C]10.5362[/C][C]-2.84867[/C][/ROW]
[ROW][C]196[/C][C]91.5[/C][C]88.9127[/C][C]90.0583[/C][C]-1.1456[/C][C]2.58726[/C][/ROW]
[ROW][C]197[/C][C]86.4[/C][C]83.6534[/C][C]89.7042[/C][C]-6.0508[/C][C]2.74664[/C][/ROW]
[ROW][C]198[/C][C]98.9[/C][C]93.2815[/C][C]89.7042[/C][C]3.57732[/C][C]5.61851[/C][/ROW]
[ROW][C]199[/C][C]85.2[/C][C]85.534[/C][C]89.7417[/C][C]-4.20765[/C][C]-0.334015[/C][/ROW]
[ROW][C]200[/C][C]77.3[/C][C]71.3654[/C][C]89.65[/C][C]-18.2846[/C][C]5.93461[/C][/ROW]
[ROW][C]201[/C][C]93[/C][C]101.313[/C][C]89.5875[/C][C]11.7259[/C][C]-8.31343[/C][/ROW]
[ROW][C]202[/C][C]86.8[/C][C]101.282[/C][C]89.3542[/C][C]11.9281[/C][C]-14.4823[/C][/ROW]
[ROW][C]203[/C][C]91.3[/C][C]90.8997[/C][C]89.2125[/C][C]1.6872[/C][C]0.400299[/C][/ROW]
[ROW][C]204[/C][C]74.9[/C][C]72.8382[/C][C]89.4208[/C][C]-16.5827[/C][C]2.06182[/C][/ROW]
[ROW][C]205[/C][C]93.9[/C][C]90.6093[/C][C]89.4[/C][C]1.20926[/C][C]3.29074[/C][/ROW]
[ROW][C]206[/C][C]95[/C][C]94.9823[/C][C]89.375[/C][C]5.6073[/C][C]0.0177007[/C][/ROW]
[ROW][C]207[/C][C]103.1[/C][C]NA[/C][C]NA[/C][C]10.5362[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]81.4[/C][C]NA[/C][C]NA[/C][C]-1.1456[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]93.1[/C][C]NA[/C][C]NA[/C][C]-6.0508[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]97.2[/C][C]NA[/C][C]NA[/C][C]3.57732[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]86.4[/C][C]NA[/C][C]NA[/C][C]-4.20765[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]75.5[/C][C]NA[/C][C]NA[/C][C]-18.2846[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309615&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309615&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	122.2	NA	NA	1.20926	NA
2	136.1	NA	NA	5.6073	NA
3	145.5	NA	NA	10.5362	NA
4	116.7	NA	NA	-1.1456	NA
5	137.1	NA	NA	-6.0508	NA
6	125.5	NA	NA	3.57732	NA
7	112.4	126.438	130.646	-4.20765	-14.0382
8	106.3	113.12	131.404	-18.2846	-6.81955
9	145.7	143.409	131.683	11.7259	2.29074
10	151.5	144.124	132.196	11.9281	7.37603
11	144.6	134.075	132.388	1.6872	10.5253
12	116.4	116.022	132.604	-16.5827	0.378485
13	137.7	134.701	133.492	1.20926	2.99907
14	138.8	139.795	134.188	5.6073	-0.994799
15	149.5	144.765	134.229	10.5362	4.73466
16	125	132.867	134.012	-1.1456	-7.8669
17	133.4	127.466	133.517	-6.0508	5.93414
18	134.4	136.131	132.554	3.57732	-1.73149
19	124.8	127.751	131.958	-4.20765	-2.95068
20	110.6	113.553	131.837	-18.2846	-2.95289
21	142.4	143.126	131.4	11.7259	-0.725927
22	149.6	143.228	131.3	11.9281	6.37187
23	134.6	132.954	131.267	1.6872	1.64613
24	103.3	114.005	130.588	-16.5827	-10.7048
25	136.5	131.493	130.283	1.20926	5.00741
26	137.1	135.845	130.237	5.6073	1.2552
27	140.7	140.74	130.204	10.5362	-0.0403416
28	131.4	129.338	130.483	-1.1456	2.06226
29	126.2	124.491	130.542	-6.0508	1.70914
30	125.3	134.086	130.508	3.57732	-8.78565
31	126.6	126.388	130.596	-4.20765	0.211818
32	107.7	112.14	130.425	-18.2846	-4.44039
33	144.5	141.547	129.821	11.7259	2.95324
34	154.2	141.216	129.288	11.9281	12.9844
35	131.4	130.341	128.654	1.6872	1.05863
36	105.7	111.209	127.792	-16.5827	-5.50902
37	136.2	128.255	127.046	1.20926	7.94491
38	133.3	131.791	126.183	5.6073	1.50937
39	130	136.124	125.587	10.5362	-6.12367
40	129.3	123.738	124.883	-1.1456	5.56226
41	113.1	117.849	123.9	-6.0508	-4.7492
42	117.7	127.056	123.479	3.57732	-9.35649
43	116.3	118.68	122.887	-4.20765	-2.37985
44	97.3	103.545	121.829	-18.2846	-6.24455
45	140.6	133.409	121.683	11.7259	7.19074
46	141.2	133.478	121.55	11.9281	7.72187
47	120.8	122.558	120.871	1.6872	-1.75803
48	106.2	104.447	121.029	-16.5827	1.75348
49	121.5	122.455	121.246	1.20926	-0.955093
50	122.6	126.778	121.171	5.6073	-4.17813
51	137.2	131.724	121.188	10.5362	5.47633
52	118.9	119.396	120.542	-1.1456	-0.496071
53	107.2	113.958	120.008	-6.0508	-6.75753
54	127.4	123.59	120.012	3.57732	3.81018
55	111.8	115.417	119.625	-4.20765	-3.61735
56	100	100.986	119.271	-18.2846	-0.986221
57	138.3	130.676	118.95	11.7259	7.62407
58	128	130.395	118.467	11.9281	-2.3948
59	121.2	119.95	118.262	1.6872	1.2503
60	105.9	101.405	117.988	-16.5827	4.49515
61	112.5	118.759	117.55	1.20926	-6.25926
62	123.1	122.978	117.371	5.6073	0.121867
63	129	127.674	117.138	10.5362	1.32633
64	115.5	115.359	116.504	-1.1456	0.141429
65	105.7	110.341	116.392	-6.0508	-4.64086
66	122.3	120.252	116.675	3.57732	2.04768
67	106.4	112.651	116.858	-4.20765	-6.25068
68	101.1	98.6987	116.983	-18.2846	2.40128
69	131.6	129.034	117.308	11.7259	2.56574
70	119.5	129.286	117.358	11.9281	-9.78647
71	127	119.15	117.462	1.6872	7.8503
72	106.9	101.572	118.154	-16.5827	5.32848
73	115.9	119.905	118.696	1.20926	-4.00509
74	122.7	124.682	119.075	5.6073	-1.9823
75	137.2	130.095	119.558	10.5362	7.10549
76	108.5	119.613	120.758	-1.1456	-11.1127
77	115.2	115.887	121.938	-6.0508	-0.686696
78	129.4	125.769	122.192	3.57732	3.63101
79	112.3	118.372	122.579	-4.20765	-6.07152
80	104.3	105.29	123.575	-18.2846	-0.990388
81	140	136.113	124.387	11.7259	3.88657
82	139.9	136.899	124.971	11.9281	3.00103
83	134.9	127.058	125.371	1.6872	7.84197
84	105.1	108.88	125.462	-16.5827	-3.77985
85	127	126.901	125.692	1.20926	0.0990732
86	135.5	131.691	126.083	5.6073	3.80937
87	143.9	136.432	125.896	10.5362	7.46799
88	115.8	124.563	125.708	-1.1456	-8.76274
89	117.5	119.453	125.504	-6.0508	-1.95336
90	129.3	128.377	124.8	3.57732	0.922679
91	117.9	120.201	124.408	-4.20765	-2.30068
92	108.1	105.828	124.112	-18.2846	2.27211
93	131.7	134.801	123.075	11.7259	-3.10093
94	143.7	135.086	123.158	11.9281	8.61353
95	126.2	125.304	123.617	1.6872	0.896132
96	96.9	105.992	122.575	-16.5827	-9.09235
97	125.8	122.843	121.633	1.20926	2.95741
98	129.6	125.982	120.375	5.6073	3.6177
99	124.9	129.349	118.812	10.5362	-4.44867
100	136.8	115.854	117	-1.1456	20.9456
101	107.5	108.466	114.517	-6.0508	-0.965862
102	114.3	116.24	112.662	3.57732	-1.93982
103	110.3	106.626	110.833	-4.20765	3.67432
104	85.5	89.8946	108.179	-18.2846	-4.39455
105	116.8	117.501	105.775	11.7259	-0.700927
106	115.1	114.774	102.846	11.9281	0.326034
107	95.2	101.5	99.8125	1.6872	-6.2997
108	83.4	81.2965	97.8792	-16.5827	2.10348
109	95.4	97.5926	96.3833	1.20926	-2.19259
110	96.3	100.907	95.3	5.6073	-4.6073
111	100.5	104.803	94.2667	10.5362	-4.30284
112	90.9	91.9961	93.1417	-1.1456	-1.09607
113	80.6	86.4575	92.5083	-6.0508	-5.85753
114	94.8	95.9482	92.3708	3.57732	-1.14815
115	93.9	88.0257	92.2333	-4.20765	5.87432
116	75.9	74.0112	92.2958	-18.2846	1.88878
117	101.6	104.584	92.8583	11.7259	-2.98426
118	103.3	105.516	93.5875	11.9281	-2.21563
119	91.8	96.0705	94.3833	1.6872	-4.27053
120	83.5	78.884	95.4667	-16.5827	4.61598
121	92	97.4968	96.2875	1.20926	-5.49676
122	101.2	102.307	96.7	5.6073	-1.1073
123	109.1	108.02	97.4833	10.5362	1.08049
124	99.8	97.1002	98.2458	-1.1456	2.69976
125	90.8	92.895	98.9458	-6.0508	-2.09503
126	110.6	103.281	99.7042	3.57732	7.31851
127	97.8	95.884	100.092	-4.20765	1.91598
128	81.9	81.8779	100.162	-18.2846	0.0221124
129	114.4	112.109	100.383	11.7259	2.29074
130	108.8	112.316	100.387	11.9281	-3.51563
131	103.1	102.316	100.629	1.6872	0.783632
132	90.4	83.9715	100.554	-16.5827	6.42848
133	94.4	100.926	99.7167	1.20926	-6.52593
134	100.5	105.066	99.4583	5.6073	-4.56563
135	115.1	109.707	99.1708	10.5362	5.39299
136	93.9	97.3211	98.4667	-1.1456	-3.42107
137	102.5	91.67	97.7208	-6.0508	10.83
138	97.1	100.565	96.9875	3.57732	-3.46482
139	91.2	92.3132	96.5208	-4.20765	-1.11318
140	82.3	78.0404	96.325	-18.2846	4.25961
141	107.1	107.243	95.5167	11.7259	-0.142593
142	99.2	106.224	94.2958	11.9281	-7.02397
143	94.8	94.7747	93.0875	1.6872	0.0252987
144	81.1	75.6132	92.1958	-16.5827	5.48682
145	92.5	92.9884	91.7792	1.20926	-0.488427
146	97.7	96.8698	91.2625	5.6073	0.830201
147	98.5	100.774	90.2375	10.5362	-2.27367
148	81.2	88.4586	89.6042	-1.1456	-7.25857
149	86.2	83.3409	89.3917	-6.0508	2.85914
150	92	92.0607	88.4833	3.57732	-0.0606541
151	86.3	83.4965	87.7042	-4.20765	2.80348
152	74.8	68.9362	87.2208	-18.2846	5.86378
153	90	98.3551	86.6292	11.7259	-8.35509
154	101.1	98.449	86.5208	11.9281	2.65103
155	87.8	88.358	86.6708	1.6872	-0.558035
156	66.3	69.9298	86.5125	-16.5827	-3.62985
157	88.6	87.8259	86.6167	1.20926	0.774073
158	90	92.1906	86.5833	5.6073	-2.19063
159	92	96.9862	86.45	10.5362	-4.98617
160	85.1	85.3127	86.4583	-1.1456	-0.212737
161	85.9	80.1534	86.2042	-6.0508	5.74664
162	88.5	89.819	86.2417	3.57732	-1.31899
163	92.3	82.4965	86.7042	-4.20765	9.80348
164	68	69.0237	87.3083	-18.2846	-1.02372
165	93.6	99.4884	87.7625	11.7259	-5.88843
166	97.7	100.111	88.1833	11.9281	-2.41147
167	85.1	90.0289	88.3417	1.6872	-4.92887
168	69.9	71.7798	88.3625	-16.5827	-1.87985
169	96.1	89.8801	88.6708	1.20926	6.21991
170	97	94.5906	88.9833	5.6073	2.40937
171	95.9	100.199	89.6625	10.5362	-4.29867
172	91.3	89.2794	90.425	-1.1456	2.0206
173	83.5	84.5742	90.625	-6.0508	-1.0742
174	91.4	94.4398	90.8625	3.57732	-3.03982
175	96.8	86.7965	91.0042	-4.20765	10.0035
176	71	72.7696	91.0542	-18.2846	-1.76955
177	106.9	103.126	91.4	11.7259	3.77407
178	102.7	103.711	91.7833	11.9281	-1.01147
179	84.9	93.7539	92.0667	1.6872	-8.85387
180	75.8	76.1048	92.6875	-16.5827	-0.304848
181	93.6	94.2884	93.0792	1.20926	-0.688427
182	100.7	98.9865	93.3792	5.6073	1.71353
183	100.5	104.153	93.6167	10.5362	-3.65284
184	95.9	92.0836	93.2292	-1.1456	3.81643
185	85.7	87.1367	93.1875	-6.0508	-1.4367
186	104.1	96.994	93.4167	3.57732	7.10601
187	93.5	89.1465	93.3542	-4.20765	4.35348
188	81.5	74.9362	93.2208	-18.2846	6.56378
189	102.1	104.88	93.1542	11.7259	-2.78009
190	98.2	104.82	92.8917	11.9281	-6.6198
191	88.4	94.4247	92.7375	1.6872	-6.0247
192	77.8	75.9673	92.55	-16.5827	1.83265
193	90.1	93.1968	91.9875	1.20926	-3.09676
194	101	97.074	91.4667	5.6073	3.92603
195	98.6	101.449	90.9125	10.5362	-2.84867
196	91.5	88.9127	90.0583	-1.1456	2.58726
197	86.4	83.6534	89.7042	-6.0508	2.74664
198	98.9	93.2815	89.7042	3.57732	5.61851
199	85.2	85.534	89.7417	-4.20765	-0.334015
200	77.3	71.3654	89.65	-18.2846	5.93461
201	93	101.313	89.5875	11.7259	-8.31343
202	86.8	101.282	89.3542	11.9281	-14.4823
203	91.3	90.8997	89.2125	1.6872	0.400299
204	74.9	72.8382	89.4208	-16.5827	2.06182
205	93.9	90.6093	89.4	1.20926	3.29074
206	95	94.9823	89.375	5.6073	0.0177007
207	103.1	NA	NA	10.5362	NA
208	81.4	NA	NA	-1.1456	NA
209	93.1	NA	NA	-6.0508	NA
210	97.2	NA	NA	3.57732	NA
211	86.4	NA	NA	-4.20765	NA
212	75.5	NA	NA	-18.2846	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