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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Thu, 21 Dec 2017 11:24:23 +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/21/t1513851896ecbmnt3py5qd8i7.htm/, Retrieved Tue, 14 May 2024 06:25:05 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=310602, Retrieved Tue, 14 May 2024 06:25:05 +0000

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-       [Classical Decomposition] [Classical decompo...] [2017-12-21 10:24:23] [edd9bd046e284cf09fb3f1533c566982] [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=310602&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=310602&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310602&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	62.4	NA	NA	-2.45903	NA
2	67.4	NA	NA	-2.18501	NA
3	76.1	NA	NA	7.82293	NA
4	67.4	NA	NA	-0.352335	NA
5	74.5	NA	NA	-1.27343	NA
6	72.6	NA	NA	4.99688	NA
7	60.5	63.6084	71.2083	-7.59996	-3.10837
8	66.1	63.5584	71.9875	-8.42913	2.54163
9	76.5	76.9897	72.4333	4.55641	-0.489745
10	76.8	78.1589	72.8	5.35886	-1.35886
11	77	73.8003	73.0833	0.716951	3.19972
12	71	72.3344	73.4875	-1.15315	-1.33435
13	74.8	71.5576	74.0167	-2.45903	3.24236
14	73.7	72.1983	74.3833	-2.18501	1.50168
15	80.5	82.2896	74.4667	7.82293	-1.78959
16	71.8	74.1727	74.525	-0.352335	-2.37267
17	76.9	73.2932	74.5667	-1.27343	3.60676
18	79.9	79.3636	74.3667	4.99688	0.536449
19	65.9	66.5584	74.1583	-7.59996	-0.658373
20	69.5	65.5542	73.9833	-8.42913	3.94579
21	75.1	78.3647	73.8083	4.55641	-3.26475
22	79.6	79.2922	73.9333	5.35886	0.307804
23	75.2	74.792	74.075	0.716951	0.408049
24	68	72.7219	73.875	-1.15315	-4.72185
25	72.8	71.441	73.9	-2.45903	1.35903
26	71.5	71.8025	73.9875	-2.18501	-0.302491
27	78.5	81.8396	74.0167	7.82293	-3.33959
28	76.8	73.8852	74.2375	-0.352335	2.91483
29	75.3	73.0891	74.3625	-1.27343	2.21093
30	76.7	79.4844	74.4875	4.99688	-2.78438
31	69.7	67.1417	74.7417	-7.59996	2.55829
32	67.8	66.5375	74.9667	-8.42913	1.26246
33	77.5	79.6647	75.1083	4.55641	-2.16475
34	82.5	80.5589	75.2	5.35886	1.94114
35	75.3	75.8753	75.1583	0.716951	-0.575285
36	70.9	73.9885	75.1417	-1.15315	-3.08852
37	76	72.841	75.3	-2.45903	3.15903
38	73.7	73.1733	75.3583	-2.18501	0.526676
39	79.7	83.3354	75.5125	7.82293	-3.63543
40	77.8	75.3977	75.75	-0.352335	2.40233
41	73.3	74.5057	75.7792	-1.27343	-1.20574
42	78.3	81.1344	76.1375	4.99688	-2.83438
43	71.9	68.8459	76.4458	-7.59996	3.05413
44	67	68.075	76.5042	-8.42913	-1.07504
45	82	81.5772	77.0208	4.55641	0.422755
46	83.7	82.938	77.5792	5.35886	0.76197
47	74.8	78.6128	77.8958	0.716951	-3.81278
48	80	77.3302	78.4833	-1.15315	2.66981
49	74.3	76.6285	79.0875	-2.45903	-2.32847
50	76.8	77.4192	79.6042	-2.18501	-0.619157
51	89	88.0771	80.2542	7.82293	0.922908
52	81.9	80.3768	80.7292	-0.352335	1.52317
53	76.8	80.0974	81.3708	-1.27343	-3.2974
54	88.9	87.2177	82.2208	4.99688	1.68228
55	75.8	75.3667	82.9667	-7.59996	0.433294
56	75.5	75.0792	83.5083	-8.42913	0.420794
57	89.1	88.3106	83.7542	4.55641	0.789421
58	88	89.363	84.0042	5.35886	-1.36303
59	85.9	85.117	84.4	0.716951	0.783049
60	89.3	83.5552	84.7083	-1.15315	5.74481
61	82.9	82.2493	84.7083	-2.45903	0.650696
62	81.2	82.4692	84.6542	-2.18501	-1.26916
63	90.5	92.6021	84.7792	7.82293	-2.10209
64	86.4	84.4643	84.8167	-0.352335	1.93567
65	81.8	83.6599	84.9333	-1.27343	-1.8599
66	91.3	90.1469	85.15	4.99688	1.15312
67	73.4	77.7584	85.3583	-7.59996	-4.35837
68	76.6	77.3042	85.7333	-8.42913	-0.704206
69	91	90.8606	86.3042	4.55641	0.139421
70	87	91.9255	86.5667	5.35886	-4.92553
71	89.7	87.6003	86.8833	0.716951	2.09972
72	90.7	86.3135	87.4667	-1.15315	4.38648
73	86.5	85.4035	87.8625	-2.45903	1.09653
74	86.6	86.1025	88.2875	-2.18501	0.497509
75	98.8	96.4604	88.6375	7.82293	2.33957
76	84.4	88.9018	89.2542	-0.352335	-4.50183
77	91.4	88.6974	89.9708	-1.27343	2.7026
78	95.7	95.2469	90.25	4.99688	0.453116
79	78.5	82.9542	90.5542	-7.59996	-4.45421
80	81.7	82.55	90.9792	-8.42913	-0.85004
81	94.3	95.8397	91.2833	4.55641	-1.53975
82	98.5	97.0922	91.7333	5.35886	1.4078
83	95.4	92.9086	92.1917	0.716951	2.49138
84	91.7	91.451	92.6042	-1.15315	0.24898
85	92.8	90.841	93.3	-2.45903	1.95903
86	90.5	91.8775	94.0625	-2.18501	-1.37749
87	102.2	102.365	94.5417	7.82293	-0.164592
88	91.8	94.7602	95.1125	-0.352335	-2.96017
89	95	94.4849	95.7583	-1.27343	0.515095
90	102	101.122	96.125	4.99688	0.878116
91	88.9	89.0084	96.6083	-7.59996	-0.108373
92	89.6	88.9542	97.3833	-8.42913	0.645794
93	97.9	102.386	97.8292	4.55641	-4.48558
94	108.6	103.767	98.4083	5.35886	4.8328
95	100.8	99.8336	99.1167	0.716951	0.966382
96	95.1	98.2427	99.3958	-1.15315	-3.14269
97	101	97.391	99.85	-2.45903	3.60903
98	100.9	97.9192	100.104	-2.18501	2.98084
99	102.5	108.281	100.458	7.82293	-5.78126
100	105.4	100.456	100.808	-0.352335	4.944
101	98.4	99.1224	100.396	-1.27343	-0.722405
102	105.3	105.072	100.075	4.99688	0.228116
103	96.5	91.8417	99.4417	-7.59996	4.65829
104	88.1	89.7125	98.1417	-8.42913	-1.61254
105	107.9	101.731	97.175	4.55641	6.16859
106	107	101.409	96.05	5.35886	5.59114
107	92.5	95.567	94.85	0.716951	-3.06695
108	95.7	92.801	93.9542	-1.15315	2.89898
109	85.2	90.4535	92.9125	-2.45903	-5.25347
110	85.5	89.965	92.15	-2.18501	-4.46499
111	94.7	99.2896	91.4667	7.82293	-4.58959
112	86.2	90.1977	90.55	-0.352335	-3.99767
113	88.8	88.8391	90.1125	-1.27343	-0.0390714
114	93.4	95.0011	90.0042	4.99688	-1.60105
115	83.4	82.4834	90.0833	-7.59996	0.916627
116	82.9	82.2667	90.6958	-8.42913	0.633294
117	96.7	96.2314	91.675	4.55641	0.468588
118	96.2	98.0214	92.6625	5.35886	-1.82136
119	92.8	94.0586	93.3417	0.716951	-1.25862
120	92.8	93.0969	94.25	-1.15315	-0.296853
121	90	92.7993	95.2583	-2.45903	-2.7993
122	95.4	93.8233	96.0083	-2.18501	1.57668
123	108.3	104.652	96.8292	7.82293	3.64791
124	96.3	97.2935	97.6458	-0.352335	-0.993499
125	95	97.2849	98.5583	-1.27343	-2.2849
126	109	104.543	99.5458	4.99688	4.45728
127	92	92.7917	100.392	-7.59996	-0.791706
128	92.3	92.6292	101.058	-8.42913	-0.329206
129	107	106.448	101.892	4.55641	0.551921
130	105.5	108.051	102.692	5.35886	-2.55053
131	105.4	104.284	103.567	0.716951	1.11638
132	103.9	102.909	104.063	-1.15315	0.990647
133	99.2	101.47	103.929	-2.45903	-2.27014
134	102.2	102.061	104.246	-2.18501	0.139176
135	121.5	112.585	104.762	7.82293	8.91457
136	102.3	104.581	104.933	-0.352335	-2.281
137	110	103.547	104.821	-1.27343	6.4526
138	105.9	109.643	104.646	4.99688	-3.74272
139	91.9	97.025	104.625	-7.59996	-5.12504
140	100	96.3459	104.775	-8.42913	3.65413
141	111.7	109.206	104.65	4.55641	2.49359
142	104.9	109.617	104.258	5.35886	-4.7172
143	103.3	104.404	103.687	0.716951	-1.10445
144	101.8	102.193	103.346	-1.15315	-0.392687
145	100.8	101.116	103.575	-2.45903	-0.315971
146	104.2	101.407	103.592	-2.18501	2.79334
147	116.5	110.948	103.125	7.82293	5.55207
148	97.9	102.577	102.929	-0.352335	-4.67683
149	100.7	101.722	102.996	-1.27343	-1.0224
150	107	107.668	102.671	4.99688	-0.667717
151	96.3	94.7	102.3	-7.59996	1.59996
152	96	93.4792	101.908	-8.42913	2.52079
153	104.5	105.811	101.254	4.55641	-1.31058
154	107.4	106.513	101.154	5.35886	0.88697
155	102.4	102.184	101.467	0.716951	0.216382
156	94.9	100.389	101.542	-1.15315	-5.48852
157	98.8	99.3285	101.788	-2.45903	-0.528471
158	96.8	99.6983	101.883	-2.18501	-2.89832
159	108.2	109.594	101.771	7.82293	-1.39376
160	103.8	101.681	102.033	-0.352335	2.119
161	102.3	101.127	102.4	-1.27343	1.17343
162	107.2	107.809	102.812	4.99688	-0.609384
163	102	95.6125	103.212	-7.59996	6.38746
164	92.6	95.15	103.579	-8.42913	-2.55004
165	105.2	108.415	103.858	4.55641	-3.21475
166	113	109.321	103.962	5.35886	3.67864
167	105.6	104.792	104.075	0.716951	0.808049
168	101.6	103.022	104.175	-1.15315	-1.42185
169	101.7	101.616	104.075	-2.45903	0.0840291
170	102.7	101.623	103.808	-2.18501	1.07668
171	109	111.823	104	7.82293	-2.82293
172	105.5	103.902	104.254	-0.352335	1.59817
173	103.3	102.789	104.062	-1.27343	0.510929
174	108.6	108.947	103.95	4.99688	-0.346884
175	98.2	96.3834	103.983	-7.59996	1.81663
176	90	95.3875	103.817	-8.42913	-5.38754
177	112.4	108.415	103.858	4.55641	3.98525
178	111.9	109.409	104.05	5.35886	2.49114
179	102.1	104.542	103.825	0.716951	-2.44195
180	102.4	102.522	103.675	-1.15315	-0.121853
181	101.7	101.203	103.662	-2.45903	0.496529
182	98.7	101.498	103.683	-2.18501	-2.79832
183	114	111.581	103.758	7.82293	2.41874
184	105.1	103.368	103.721	-0.352335	1.7315
185	98.3	102.652	103.925	-1.27343	-4.35157
186	110	109.189	104.192	4.99688	0.811449
187	96.5	96.7084	104.308	-7.59996	-0.208373
188	92.2	96.3167	104.746	-8.42913	-4.11671
189	112	109.815	105.258	4.55641	2.18525
190	111.4	110.98	105.621	5.35886	0.420304
191	107.5	106.8	106.083	0.716951	0.699715
192	103.4	105.426	106.579	-1.15315	-2.02602
193	103.5	104.466	106.925	-2.45903	-0.965971
194	107.4	105.244	107.429	-2.18501	2.15584
195	117.6	115.719	107.896	7.82293	1.88124
196	110.2	107.527	107.879	-0.352335	2.67317
197	104.3	106.631	107.904	-1.27343	-2.33074
198	115.9	113.455	108.458	4.99688	2.44478
199	98.9	101.45	109.05	-7.59996	-2.55004
200	101.9	100.838	109.267	-8.42913	1.06246
201	113.5	114.173	109.617	4.55641	-0.673079
202	109.5	115.021	109.662	5.35886	-5.52136
203	110	110.467	109.75	0.716951	-0.466951
204	114.2	109.043	110.196	-1.15315	5.15731
205	106.9	108.033	110.492	-2.45903	-1.13264
206	109.2	108.657	110.842	-2.18501	0.543343
207	124.2	NA	NA	7.82293	NA
208	104.7	NA	NA	-0.352335	NA
209	111.9	NA	NA	-1.27343	NA
210	119	NA	NA	4.99688	NA
211	102.9	NA	NA	-7.59996	NA
212	106.3	NA	NA	-8.42913	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 62.4 & NA & NA & -2.45903 & NA \tabularnewline
2 & 67.4 & NA & NA & -2.18501 & NA \tabularnewline
3 & 76.1 & NA & NA & 7.82293 & NA \tabularnewline
4 & 67.4 & NA & NA & -0.352335 & NA \tabularnewline
5 & 74.5 & NA & NA & -1.27343 & NA \tabularnewline
6 & 72.6 & NA & NA & 4.99688 & NA \tabularnewline
7 & 60.5 & 63.6084 & 71.2083 & -7.59996 & -3.10837 \tabularnewline
8 & 66.1 & 63.5584 & 71.9875 & -8.42913 & 2.54163 \tabularnewline
9 & 76.5 & 76.9897 & 72.4333 & 4.55641 & -0.489745 \tabularnewline
10 & 76.8 & 78.1589 & 72.8 & 5.35886 & -1.35886 \tabularnewline
11 & 77 & 73.8003 & 73.0833 & 0.716951 & 3.19972 \tabularnewline
12 & 71 & 72.3344 & 73.4875 & -1.15315 & -1.33435 \tabularnewline
13 & 74.8 & 71.5576 & 74.0167 & -2.45903 & 3.24236 \tabularnewline
14 & 73.7 & 72.1983 & 74.3833 & -2.18501 & 1.50168 \tabularnewline
15 & 80.5 & 82.2896 & 74.4667 & 7.82293 & -1.78959 \tabularnewline
16 & 71.8 & 74.1727 & 74.525 & -0.352335 & -2.37267 \tabularnewline
17 & 76.9 & 73.2932 & 74.5667 & -1.27343 & 3.60676 \tabularnewline
18 & 79.9 & 79.3636 & 74.3667 & 4.99688 & 0.536449 \tabularnewline
19 & 65.9 & 66.5584 & 74.1583 & -7.59996 & -0.658373 \tabularnewline
20 & 69.5 & 65.5542 & 73.9833 & -8.42913 & 3.94579 \tabularnewline
21 & 75.1 & 78.3647 & 73.8083 & 4.55641 & -3.26475 \tabularnewline
22 & 79.6 & 79.2922 & 73.9333 & 5.35886 & 0.307804 \tabularnewline
23 & 75.2 & 74.792 & 74.075 & 0.716951 & 0.408049 \tabularnewline
24 & 68 & 72.7219 & 73.875 & -1.15315 & -4.72185 \tabularnewline
25 & 72.8 & 71.441 & 73.9 & -2.45903 & 1.35903 \tabularnewline
26 & 71.5 & 71.8025 & 73.9875 & -2.18501 & -0.302491 \tabularnewline
27 & 78.5 & 81.8396 & 74.0167 & 7.82293 & -3.33959 \tabularnewline
28 & 76.8 & 73.8852 & 74.2375 & -0.352335 & 2.91483 \tabularnewline
29 & 75.3 & 73.0891 & 74.3625 & -1.27343 & 2.21093 \tabularnewline
30 & 76.7 & 79.4844 & 74.4875 & 4.99688 & -2.78438 \tabularnewline
31 & 69.7 & 67.1417 & 74.7417 & -7.59996 & 2.55829 \tabularnewline
32 & 67.8 & 66.5375 & 74.9667 & -8.42913 & 1.26246 \tabularnewline
33 & 77.5 & 79.6647 & 75.1083 & 4.55641 & -2.16475 \tabularnewline
34 & 82.5 & 80.5589 & 75.2 & 5.35886 & 1.94114 \tabularnewline
35 & 75.3 & 75.8753 & 75.1583 & 0.716951 & -0.575285 \tabularnewline
36 & 70.9 & 73.9885 & 75.1417 & -1.15315 & -3.08852 \tabularnewline
37 & 76 & 72.841 & 75.3 & -2.45903 & 3.15903 \tabularnewline
38 & 73.7 & 73.1733 & 75.3583 & -2.18501 & 0.526676 \tabularnewline
39 & 79.7 & 83.3354 & 75.5125 & 7.82293 & -3.63543 \tabularnewline
40 & 77.8 & 75.3977 & 75.75 & -0.352335 & 2.40233 \tabularnewline
41 & 73.3 & 74.5057 & 75.7792 & -1.27343 & -1.20574 \tabularnewline
42 & 78.3 & 81.1344 & 76.1375 & 4.99688 & -2.83438 \tabularnewline
43 & 71.9 & 68.8459 & 76.4458 & -7.59996 & 3.05413 \tabularnewline
44 & 67 & 68.075 & 76.5042 & -8.42913 & -1.07504 \tabularnewline
45 & 82 & 81.5772 & 77.0208 & 4.55641 & 0.422755 \tabularnewline
46 & 83.7 & 82.938 & 77.5792 & 5.35886 & 0.76197 \tabularnewline
47 & 74.8 & 78.6128 & 77.8958 & 0.716951 & -3.81278 \tabularnewline
48 & 80 & 77.3302 & 78.4833 & -1.15315 & 2.66981 \tabularnewline
49 & 74.3 & 76.6285 & 79.0875 & -2.45903 & -2.32847 \tabularnewline
50 & 76.8 & 77.4192 & 79.6042 & -2.18501 & -0.619157 \tabularnewline
51 & 89 & 88.0771 & 80.2542 & 7.82293 & 0.922908 \tabularnewline
52 & 81.9 & 80.3768 & 80.7292 & -0.352335 & 1.52317 \tabularnewline
53 & 76.8 & 80.0974 & 81.3708 & -1.27343 & -3.2974 \tabularnewline
54 & 88.9 & 87.2177 & 82.2208 & 4.99688 & 1.68228 \tabularnewline
55 & 75.8 & 75.3667 & 82.9667 & -7.59996 & 0.433294 \tabularnewline
56 & 75.5 & 75.0792 & 83.5083 & -8.42913 & 0.420794 \tabularnewline
57 & 89.1 & 88.3106 & 83.7542 & 4.55641 & 0.789421 \tabularnewline
58 & 88 & 89.363 & 84.0042 & 5.35886 & -1.36303 \tabularnewline
59 & 85.9 & 85.117 & 84.4 & 0.716951 & 0.783049 \tabularnewline
60 & 89.3 & 83.5552 & 84.7083 & -1.15315 & 5.74481 \tabularnewline
61 & 82.9 & 82.2493 & 84.7083 & -2.45903 & 0.650696 \tabularnewline
62 & 81.2 & 82.4692 & 84.6542 & -2.18501 & -1.26916 \tabularnewline
63 & 90.5 & 92.6021 & 84.7792 & 7.82293 & -2.10209 \tabularnewline
64 & 86.4 & 84.4643 & 84.8167 & -0.352335 & 1.93567 \tabularnewline
65 & 81.8 & 83.6599 & 84.9333 & -1.27343 & -1.8599 \tabularnewline
66 & 91.3 & 90.1469 & 85.15 & 4.99688 & 1.15312 \tabularnewline
67 & 73.4 & 77.7584 & 85.3583 & -7.59996 & -4.35837 \tabularnewline
68 & 76.6 & 77.3042 & 85.7333 & -8.42913 & -0.704206 \tabularnewline
69 & 91 & 90.8606 & 86.3042 & 4.55641 & 0.139421 \tabularnewline
70 & 87 & 91.9255 & 86.5667 & 5.35886 & -4.92553 \tabularnewline
71 & 89.7 & 87.6003 & 86.8833 & 0.716951 & 2.09972 \tabularnewline
72 & 90.7 & 86.3135 & 87.4667 & -1.15315 & 4.38648 \tabularnewline
73 & 86.5 & 85.4035 & 87.8625 & -2.45903 & 1.09653 \tabularnewline
74 & 86.6 & 86.1025 & 88.2875 & -2.18501 & 0.497509 \tabularnewline
75 & 98.8 & 96.4604 & 88.6375 & 7.82293 & 2.33957 \tabularnewline
76 & 84.4 & 88.9018 & 89.2542 & -0.352335 & -4.50183 \tabularnewline
77 & 91.4 & 88.6974 & 89.9708 & -1.27343 & 2.7026 \tabularnewline
78 & 95.7 & 95.2469 & 90.25 & 4.99688 & 0.453116 \tabularnewline
79 & 78.5 & 82.9542 & 90.5542 & -7.59996 & -4.45421 \tabularnewline
80 & 81.7 & 82.55 & 90.9792 & -8.42913 & -0.85004 \tabularnewline
81 & 94.3 & 95.8397 & 91.2833 & 4.55641 & -1.53975 \tabularnewline
82 & 98.5 & 97.0922 & 91.7333 & 5.35886 & 1.4078 \tabularnewline
83 & 95.4 & 92.9086 & 92.1917 & 0.716951 & 2.49138 \tabularnewline
84 & 91.7 & 91.451 & 92.6042 & -1.15315 & 0.24898 \tabularnewline
85 & 92.8 & 90.841 & 93.3 & -2.45903 & 1.95903 \tabularnewline
86 & 90.5 & 91.8775 & 94.0625 & -2.18501 & -1.37749 \tabularnewline
87 & 102.2 & 102.365 & 94.5417 & 7.82293 & -0.164592 \tabularnewline
88 & 91.8 & 94.7602 & 95.1125 & -0.352335 & -2.96017 \tabularnewline
89 & 95 & 94.4849 & 95.7583 & -1.27343 & 0.515095 \tabularnewline
90 & 102 & 101.122 & 96.125 & 4.99688 & 0.878116 \tabularnewline
91 & 88.9 & 89.0084 & 96.6083 & -7.59996 & -0.108373 \tabularnewline
92 & 89.6 & 88.9542 & 97.3833 & -8.42913 & 0.645794 \tabularnewline
93 & 97.9 & 102.386 & 97.8292 & 4.55641 & -4.48558 \tabularnewline
94 & 108.6 & 103.767 & 98.4083 & 5.35886 & 4.8328 \tabularnewline
95 & 100.8 & 99.8336 & 99.1167 & 0.716951 & 0.966382 \tabularnewline
96 & 95.1 & 98.2427 & 99.3958 & -1.15315 & -3.14269 \tabularnewline
97 & 101 & 97.391 & 99.85 & -2.45903 & 3.60903 \tabularnewline
98 & 100.9 & 97.9192 & 100.104 & -2.18501 & 2.98084 \tabularnewline
99 & 102.5 & 108.281 & 100.458 & 7.82293 & -5.78126 \tabularnewline
100 & 105.4 & 100.456 & 100.808 & -0.352335 & 4.944 \tabularnewline
101 & 98.4 & 99.1224 & 100.396 & -1.27343 & -0.722405 \tabularnewline
102 & 105.3 & 105.072 & 100.075 & 4.99688 & 0.228116 \tabularnewline
103 & 96.5 & 91.8417 & 99.4417 & -7.59996 & 4.65829 \tabularnewline
104 & 88.1 & 89.7125 & 98.1417 & -8.42913 & -1.61254 \tabularnewline
105 & 107.9 & 101.731 & 97.175 & 4.55641 & 6.16859 \tabularnewline
106 & 107 & 101.409 & 96.05 & 5.35886 & 5.59114 \tabularnewline
107 & 92.5 & 95.567 & 94.85 & 0.716951 & -3.06695 \tabularnewline
108 & 95.7 & 92.801 & 93.9542 & -1.15315 & 2.89898 \tabularnewline
109 & 85.2 & 90.4535 & 92.9125 & -2.45903 & -5.25347 \tabularnewline
110 & 85.5 & 89.965 & 92.15 & -2.18501 & -4.46499 \tabularnewline
111 & 94.7 & 99.2896 & 91.4667 & 7.82293 & -4.58959 \tabularnewline
112 & 86.2 & 90.1977 & 90.55 & -0.352335 & -3.99767 \tabularnewline
113 & 88.8 & 88.8391 & 90.1125 & -1.27343 & -0.0390714 \tabularnewline
114 & 93.4 & 95.0011 & 90.0042 & 4.99688 & -1.60105 \tabularnewline
115 & 83.4 & 82.4834 & 90.0833 & -7.59996 & 0.916627 \tabularnewline
116 & 82.9 & 82.2667 & 90.6958 & -8.42913 & 0.633294 \tabularnewline
117 & 96.7 & 96.2314 & 91.675 & 4.55641 & 0.468588 \tabularnewline
118 & 96.2 & 98.0214 & 92.6625 & 5.35886 & -1.82136 \tabularnewline
119 & 92.8 & 94.0586 & 93.3417 & 0.716951 & -1.25862 \tabularnewline
120 & 92.8 & 93.0969 & 94.25 & -1.15315 & -0.296853 \tabularnewline
121 & 90 & 92.7993 & 95.2583 & -2.45903 & -2.7993 \tabularnewline
122 & 95.4 & 93.8233 & 96.0083 & -2.18501 & 1.57668 \tabularnewline
123 & 108.3 & 104.652 & 96.8292 & 7.82293 & 3.64791 \tabularnewline
124 & 96.3 & 97.2935 & 97.6458 & -0.352335 & -0.993499 \tabularnewline
125 & 95 & 97.2849 & 98.5583 & -1.27343 & -2.2849 \tabularnewline
126 & 109 & 104.543 & 99.5458 & 4.99688 & 4.45728 \tabularnewline
127 & 92 & 92.7917 & 100.392 & -7.59996 & -0.791706 \tabularnewline
128 & 92.3 & 92.6292 & 101.058 & -8.42913 & -0.329206 \tabularnewline
129 & 107 & 106.448 & 101.892 & 4.55641 & 0.551921 \tabularnewline
130 & 105.5 & 108.051 & 102.692 & 5.35886 & -2.55053 \tabularnewline
131 & 105.4 & 104.284 & 103.567 & 0.716951 & 1.11638 \tabularnewline
132 & 103.9 & 102.909 & 104.063 & -1.15315 & 0.990647 \tabularnewline
133 & 99.2 & 101.47 & 103.929 & -2.45903 & -2.27014 \tabularnewline
134 & 102.2 & 102.061 & 104.246 & -2.18501 & 0.139176 \tabularnewline
135 & 121.5 & 112.585 & 104.762 & 7.82293 & 8.91457 \tabularnewline
136 & 102.3 & 104.581 & 104.933 & -0.352335 & -2.281 \tabularnewline
137 & 110 & 103.547 & 104.821 & -1.27343 & 6.4526 \tabularnewline
138 & 105.9 & 109.643 & 104.646 & 4.99688 & -3.74272 \tabularnewline
139 & 91.9 & 97.025 & 104.625 & -7.59996 & -5.12504 \tabularnewline
140 & 100 & 96.3459 & 104.775 & -8.42913 & 3.65413 \tabularnewline
141 & 111.7 & 109.206 & 104.65 & 4.55641 & 2.49359 \tabularnewline
142 & 104.9 & 109.617 & 104.258 & 5.35886 & -4.7172 \tabularnewline
143 & 103.3 & 104.404 & 103.687 & 0.716951 & -1.10445 \tabularnewline
144 & 101.8 & 102.193 & 103.346 & -1.15315 & -0.392687 \tabularnewline
145 & 100.8 & 101.116 & 103.575 & -2.45903 & -0.315971 \tabularnewline
146 & 104.2 & 101.407 & 103.592 & -2.18501 & 2.79334 \tabularnewline
147 & 116.5 & 110.948 & 103.125 & 7.82293 & 5.55207 \tabularnewline
148 & 97.9 & 102.577 & 102.929 & -0.352335 & -4.67683 \tabularnewline
149 & 100.7 & 101.722 & 102.996 & -1.27343 & -1.0224 \tabularnewline
150 & 107 & 107.668 & 102.671 & 4.99688 & -0.667717 \tabularnewline
151 & 96.3 & 94.7 & 102.3 & -7.59996 & 1.59996 \tabularnewline
152 & 96 & 93.4792 & 101.908 & -8.42913 & 2.52079 \tabularnewline
153 & 104.5 & 105.811 & 101.254 & 4.55641 & -1.31058 \tabularnewline
154 & 107.4 & 106.513 & 101.154 & 5.35886 & 0.88697 \tabularnewline
155 & 102.4 & 102.184 & 101.467 & 0.716951 & 0.216382 \tabularnewline
156 & 94.9 & 100.389 & 101.542 & -1.15315 & -5.48852 \tabularnewline
157 & 98.8 & 99.3285 & 101.788 & -2.45903 & -0.528471 \tabularnewline
158 & 96.8 & 99.6983 & 101.883 & -2.18501 & -2.89832 \tabularnewline
159 & 108.2 & 109.594 & 101.771 & 7.82293 & -1.39376 \tabularnewline
160 & 103.8 & 101.681 & 102.033 & -0.352335 & 2.119 \tabularnewline
161 & 102.3 & 101.127 & 102.4 & -1.27343 & 1.17343 \tabularnewline
162 & 107.2 & 107.809 & 102.812 & 4.99688 & -0.609384 \tabularnewline
163 & 102 & 95.6125 & 103.212 & -7.59996 & 6.38746 \tabularnewline
164 & 92.6 & 95.15 & 103.579 & -8.42913 & -2.55004 \tabularnewline
165 & 105.2 & 108.415 & 103.858 & 4.55641 & -3.21475 \tabularnewline
166 & 113 & 109.321 & 103.962 & 5.35886 & 3.67864 \tabularnewline
167 & 105.6 & 104.792 & 104.075 & 0.716951 & 0.808049 \tabularnewline
168 & 101.6 & 103.022 & 104.175 & -1.15315 & -1.42185 \tabularnewline
169 & 101.7 & 101.616 & 104.075 & -2.45903 & 0.0840291 \tabularnewline
170 & 102.7 & 101.623 & 103.808 & -2.18501 & 1.07668 \tabularnewline
171 & 109 & 111.823 & 104 & 7.82293 & -2.82293 \tabularnewline
172 & 105.5 & 103.902 & 104.254 & -0.352335 & 1.59817 \tabularnewline
173 & 103.3 & 102.789 & 104.062 & -1.27343 & 0.510929 \tabularnewline
174 & 108.6 & 108.947 & 103.95 & 4.99688 & -0.346884 \tabularnewline
175 & 98.2 & 96.3834 & 103.983 & -7.59996 & 1.81663 \tabularnewline
176 & 90 & 95.3875 & 103.817 & -8.42913 & -5.38754 \tabularnewline
177 & 112.4 & 108.415 & 103.858 & 4.55641 & 3.98525 \tabularnewline
178 & 111.9 & 109.409 & 104.05 & 5.35886 & 2.49114 \tabularnewline
179 & 102.1 & 104.542 & 103.825 & 0.716951 & -2.44195 \tabularnewline
180 & 102.4 & 102.522 & 103.675 & -1.15315 & -0.121853 \tabularnewline
181 & 101.7 & 101.203 & 103.662 & -2.45903 & 0.496529 \tabularnewline
182 & 98.7 & 101.498 & 103.683 & -2.18501 & -2.79832 \tabularnewline
183 & 114 & 111.581 & 103.758 & 7.82293 & 2.41874 \tabularnewline
184 & 105.1 & 103.368 & 103.721 & -0.352335 & 1.7315 \tabularnewline
185 & 98.3 & 102.652 & 103.925 & -1.27343 & -4.35157 \tabularnewline
186 & 110 & 109.189 & 104.192 & 4.99688 & 0.811449 \tabularnewline
187 & 96.5 & 96.7084 & 104.308 & -7.59996 & -0.208373 \tabularnewline
188 & 92.2 & 96.3167 & 104.746 & -8.42913 & -4.11671 \tabularnewline
189 & 112 & 109.815 & 105.258 & 4.55641 & 2.18525 \tabularnewline
190 & 111.4 & 110.98 & 105.621 & 5.35886 & 0.420304 \tabularnewline
191 & 107.5 & 106.8 & 106.083 & 0.716951 & 0.699715 \tabularnewline
192 & 103.4 & 105.426 & 106.579 & -1.15315 & -2.02602 \tabularnewline
193 & 103.5 & 104.466 & 106.925 & -2.45903 & -0.965971 \tabularnewline
194 & 107.4 & 105.244 & 107.429 & -2.18501 & 2.15584 \tabularnewline
195 & 117.6 & 115.719 & 107.896 & 7.82293 & 1.88124 \tabularnewline
196 & 110.2 & 107.527 & 107.879 & -0.352335 & 2.67317 \tabularnewline
197 & 104.3 & 106.631 & 107.904 & -1.27343 & -2.33074 \tabularnewline
198 & 115.9 & 113.455 & 108.458 & 4.99688 & 2.44478 \tabularnewline
199 & 98.9 & 101.45 & 109.05 & -7.59996 & -2.55004 \tabularnewline
200 & 101.9 & 100.838 & 109.267 & -8.42913 & 1.06246 \tabularnewline
201 & 113.5 & 114.173 & 109.617 & 4.55641 & -0.673079 \tabularnewline
202 & 109.5 & 115.021 & 109.662 & 5.35886 & -5.52136 \tabularnewline
203 & 110 & 110.467 & 109.75 & 0.716951 & -0.466951 \tabularnewline
204 & 114.2 & 109.043 & 110.196 & -1.15315 & 5.15731 \tabularnewline
205 & 106.9 & 108.033 & 110.492 & -2.45903 & -1.13264 \tabularnewline
206 & 109.2 & 108.657 & 110.842 & -2.18501 & 0.543343 \tabularnewline
207 & 124.2 & NA & NA & 7.82293 & NA \tabularnewline
208 & 104.7 & NA & NA & -0.352335 & NA \tabularnewline
209 & 111.9 & NA & NA & -1.27343 & NA \tabularnewline
210 & 119 & NA & NA & 4.99688 & NA \tabularnewline
211 & 102.9 & NA & NA & -7.59996 & NA \tabularnewline
212 & 106.3 & NA & NA & -8.42913 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310602&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]62.4[/C][C]NA[/C][C]NA[/C][C]-2.45903[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]67.4[/C][C]NA[/C][C]NA[/C][C]-2.18501[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]76.1[/C][C]NA[/C][C]NA[/C][C]7.82293[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]67.4[/C][C]NA[/C][C]NA[/C][C]-0.352335[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]74.5[/C][C]NA[/C][C]NA[/C][C]-1.27343[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]72.6[/C][C]NA[/C][C]NA[/C][C]4.99688[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]60.5[/C][C]63.6084[/C][C]71.2083[/C][C]-7.59996[/C][C]-3.10837[/C][/ROW]
[ROW][C]8[/C][C]66.1[/C][C]63.5584[/C][C]71.9875[/C][C]-8.42913[/C][C]2.54163[/C][/ROW]
[ROW][C]9[/C][C]76.5[/C][C]76.9897[/C][C]72.4333[/C][C]4.55641[/C][C]-0.489745[/C][/ROW]
[ROW][C]10[/C][C]76.8[/C][C]78.1589[/C][C]72.8[/C][C]5.35886[/C][C]-1.35886[/C][/ROW]
[ROW][C]11[/C][C]77[/C][C]73.8003[/C][C]73.0833[/C][C]0.716951[/C][C]3.19972[/C][/ROW]
[ROW][C]12[/C][C]71[/C][C]72.3344[/C][C]73.4875[/C][C]-1.15315[/C][C]-1.33435[/C][/ROW]
[ROW][C]13[/C][C]74.8[/C][C]71.5576[/C][C]74.0167[/C][C]-2.45903[/C][C]3.24236[/C][/ROW]
[ROW][C]14[/C][C]73.7[/C][C]72.1983[/C][C]74.3833[/C][C]-2.18501[/C][C]1.50168[/C][/ROW]
[ROW][C]15[/C][C]80.5[/C][C]82.2896[/C][C]74.4667[/C][C]7.82293[/C][C]-1.78959[/C][/ROW]
[ROW][C]16[/C][C]71.8[/C][C]74.1727[/C][C]74.525[/C][C]-0.352335[/C][C]-2.37267[/C][/ROW]
[ROW][C]17[/C][C]76.9[/C][C]73.2932[/C][C]74.5667[/C][C]-1.27343[/C][C]3.60676[/C][/ROW]
[ROW][C]18[/C][C]79.9[/C][C]79.3636[/C][C]74.3667[/C][C]4.99688[/C][C]0.536449[/C][/ROW]
[ROW][C]19[/C][C]65.9[/C][C]66.5584[/C][C]74.1583[/C][C]-7.59996[/C][C]-0.658373[/C][/ROW]
[ROW][C]20[/C][C]69.5[/C][C]65.5542[/C][C]73.9833[/C][C]-8.42913[/C][C]3.94579[/C][/ROW]
[ROW][C]21[/C][C]75.1[/C][C]78.3647[/C][C]73.8083[/C][C]4.55641[/C][C]-3.26475[/C][/ROW]
[ROW][C]22[/C][C]79.6[/C][C]79.2922[/C][C]73.9333[/C][C]5.35886[/C][C]0.307804[/C][/ROW]
[ROW][C]23[/C][C]75.2[/C][C]74.792[/C][C]74.075[/C][C]0.716951[/C][C]0.408049[/C][/ROW]
[ROW][C]24[/C][C]68[/C][C]72.7219[/C][C]73.875[/C][C]-1.15315[/C][C]-4.72185[/C][/ROW]
[ROW][C]25[/C][C]72.8[/C][C]71.441[/C][C]73.9[/C][C]-2.45903[/C][C]1.35903[/C][/ROW]
[ROW][C]26[/C][C]71.5[/C][C]71.8025[/C][C]73.9875[/C][C]-2.18501[/C][C]-0.302491[/C][/ROW]
[ROW][C]27[/C][C]78.5[/C][C]81.8396[/C][C]74.0167[/C][C]7.82293[/C][C]-3.33959[/C][/ROW]
[ROW][C]28[/C][C]76.8[/C][C]73.8852[/C][C]74.2375[/C][C]-0.352335[/C][C]2.91483[/C][/ROW]
[ROW][C]29[/C][C]75.3[/C][C]73.0891[/C][C]74.3625[/C][C]-1.27343[/C][C]2.21093[/C][/ROW]
[ROW][C]30[/C][C]76.7[/C][C]79.4844[/C][C]74.4875[/C][C]4.99688[/C][C]-2.78438[/C][/ROW]
[ROW][C]31[/C][C]69.7[/C][C]67.1417[/C][C]74.7417[/C][C]-7.59996[/C][C]2.55829[/C][/ROW]
[ROW][C]32[/C][C]67.8[/C][C]66.5375[/C][C]74.9667[/C][C]-8.42913[/C][C]1.26246[/C][/ROW]
[ROW][C]33[/C][C]77.5[/C][C]79.6647[/C][C]75.1083[/C][C]4.55641[/C][C]-2.16475[/C][/ROW]
[ROW][C]34[/C][C]82.5[/C][C]80.5589[/C][C]75.2[/C][C]5.35886[/C][C]1.94114[/C][/ROW]
[ROW][C]35[/C][C]75.3[/C][C]75.8753[/C][C]75.1583[/C][C]0.716951[/C][C]-0.575285[/C][/ROW]
[ROW][C]36[/C][C]70.9[/C][C]73.9885[/C][C]75.1417[/C][C]-1.15315[/C][C]-3.08852[/C][/ROW]
[ROW][C]37[/C][C]76[/C][C]72.841[/C][C]75.3[/C][C]-2.45903[/C][C]3.15903[/C][/ROW]
[ROW][C]38[/C][C]73.7[/C][C]73.1733[/C][C]75.3583[/C][C]-2.18501[/C][C]0.526676[/C][/ROW]
[ROW][C]39[/C][C]79.7[/C][C]83.3354[/C][C]75.5125[/C][C]7.82293[/C][C]-3.63543[/C][/ROW]
[ROW][C]40[/C][C]77.8[/C][C]75.3977[/C][C]75.75[/C][C]-0.352335[/C][C]2.40233[/C][/ROW]
[ROW][C]41[/C][C]73.3[/C][C]74.5057[/C][C]75.7792[/C][C]-1.27343[/C][C]-1.20574[/C][/ROW]
[ROW][C]42[/C][C]78.3[/C][C]81.1344[/C][C]76.1375[/C][C]4.99688[/C][C]-2.83438[/C][/ROW]
[ROW][C]43[/C][C]71.9[/C][C]68.8459[/C][C]76.4458[/C][C]-7.59996[/C][C]3.05413[/C][/ROW]
[ROW][C]44[/C][C]67[/C][C]68.075[/C][C]76.5042[/C][C]-8.42913[/C][C]-1.07504[/C][/ROW]
[ROW][C]45[/C][C]82[/C][C]81.5772[/C][C]77.0208[/C][C]4.55641[/C][C]0.422755[/C][/ROW]
[ROW][C]46[/C][C]83.7[/C][C]82.938[/C][C]77.5792[/C][C]5.35886[/C][C]0.76197[/C][/ROW]
[ROW][C]47[/C][C]74.8[/C][C]78.6128[/C][C]77.8958[/C][C]0.716951[/C][C]-3.81278[/C][/ROW]
[ROW][C]48[/C][C]80[/C][C]77.3302[/C][C]78.4833[/C][C]-1.15315[/C][C]2.66981[/C][/ROW]
[ROW][C]49[/C][C]74.3[/C][C]76.6285[/C][C]79.0875[/C][C]-2.45903[/C][C]-2.32847[/C][/ROW]
[ROW][C]50[/C][C]76.8[/C][C]77.4192[/C][C]79.6042[/C][C]-2.18501[/C][C]-0.619157[/C][/ROW]
[ROW][C]51[/C][C]89[/C][C]88.0771[/C][C]80.2542[/C][C]7.82293[/C][C]0.922908[/C][/ROW]
[ROW][C]52[/C][C]81.9[/C][C]80.3768[/C][C]80.7292[/C][C]-0.352335[/C][C]1.52317[/C][/ROW]
[ROW][C]53[/C][C]76.8[/C][C]80.0974[/C][C]81.3708[/C][C]-1.27343[/C][C]-3.2974[/C][/ROW]
[ROW][C]54[/C][C]88.9[/C][C]87.2177[/C][C]82.2208[/C][C]4.99688[/C][C]1.68228[/C][/ROW]
[ROW][C]55[/C][C]75.8[/C][C]75.3667[/C][C]82.9667[/C][C]-7.59996[/C][C]0.433294[/C][/ROW]
[ROW][C]56[/C][C]75.5[/C][C]75.0792[/C][C]83.5083[/C][C]-8.42913[/C][C]0.420794[/C][/ROW]
[ROW][C]57[/C][C]89.1[/C][C]88.3106[/C][C]83.7542[/C][C]4.55641[/C][C]0.789421[/C][/ROW]
[ROW][C]58[/C][C]88[/C][C]89.363[/C][C]84.0042[/C][C]5.35886[/C][C]-1.36303[/C][/ROW]
[ROW][C]59[/C][C]85.9[/C][C]85.117[/C][C]84.4[/C][C]0.716951[/C][C]0.783049[/C][/ROW]
[ROW][C]60[/C][C]89.3[/C][C]83.5552[/C][C]84.7083[/C][C]-1.15315[/C][C]5.74481[/C][/ROW]
[ROW][C]61[/C][C]82.9[/C][C]82.2493[/C][C]84.7083[/C][C]-2.45903[/C][C]0.650696[/C][/ROW]
[ROW][C]62[/C][C]81.2[/C][C]82.4692[/C][C]84.6542[/C][C]-2.18501[/C][C]-1.26916[/C][/ROW]
[ROW][C]63[/C][C]90.5[/C][C]92.6021[/C][C]84.7792[/C][C]7.82293[/C][C]-2.10209[/C][/ROW]
[ROW][C]64[/C][C]86.4[/C][C]84.4643[/C][C]84.8167[/C][C]-0.352335[/C][C]1.93567[/C][/ROW]
[ROW][C]65[/C][C]81.8[/C][C]83.6599[/C][C]84.9333[/C][C]-1.27343[/C][C]-1.8599[/C][/ROW]
[ROW][C]66[/C][C]91.3[/C][C]90.1469[/C][C]85.15[/C][C]4.99688[/C][C]1.15312[/C][/ROW]
[ROW][C]67[/C][C]73.4[/C][C]77.7584[/C][C]85.3583[/C][C]-7.59996[/C][C]-4.35837[/C][/ROW]
[ROW][C]68[/C][C]76.6[/C][C]77.3042[/C][C]85.7333[/C][C]-8.42913[/C][C]-0.704206[/C][/ROW]
[ROW][C]69[/C][C]91[/C][C]90.8606[/C][C]86.3042[/C][C]4.55641[/C][C]0.139421[/C][/ROW]
[ROW][C]70[/C][C]87[/C][C]91.9255[/C][C]86.5667[/C][C]5.35886[/C][C]-4.92553[/C][/ROW]
[ROW][C]71[/C][C]89.7[/C][C]87.6003[/C][C]86.8833[/C][C]0.716951[/C][C]2.09972[/C][/ROW]
[ROW][C]72[/C][C]90.7[/C][C]86.3135[/C][C]87.4667[/C][C]-1.15315[/C][C]4.38648[/C][/ROW]
[ROW][C]73[/C][C]86.5[/C][C]85.4035[/C][C]87.8625[/C][C]-2.45903[/C][C]1.09653[/C][/ROW]
[ROW][C]74[/C][C]86.6[/C][C]86.1025[/C][C]88.2875[/C][C]-2.18501[/C][C]0.497509[/C][/ROW]
[ROW][C]75[/C][C]98.8[/C][C]96.4604[/C][C]88.6375[/C][C]7.82293[/C][C]2.33957[/C][/ROW]
[ROW][C]76[/C][C]84.4[/C][C]88.9018[/C][C]89.2542[/C][C]-0.352335[/C][C]-4.50183[/C][/ROW]
[ROW][C]77[/C][C]91.4[/C][C]88.6974[/C][C]89.9708[/C][C]-1.27343[/C][C]2.7026[/C][/ROW]
[ROW][C]78[/C][C]95.7[/C][C]95.2469[/C][C]90.25[/C][C]4.99688[/C][C]0.453116[/C][/ROW]
[ROW][C]79[/C][C]78.5[/C][C]82.9542[/C][C]90.5542[/C][C]-7.59996[/C][C]-4.45421[/C][/ROW]
[ROW][C]80[/C][C]81.7[/C][C]82.55[/C][C]90.9792[/C][C]-8.42913[/C][C]-0.85004[/C][/ROW]
[ROW][C]81[/C][C]94.3[/C][C]95.8397[/C][C]91.2833[/C][C]4.55641[/C][C]-1.53975[/C][/ROW]
[ROW][C]82[/C][C]98.5[/C][C]97.0922[/C][C]91.7333[/C][C]5.35886[/C][C]1.4078[/C][/ROW]
[ROW][C]83[/C][C]95.4[/C][C]92.9086[/C][C]92.1917[/C][C]0.716951[/C][C]2.49138[/C][/ROW]
[ROW][C]84[/C][C]91.7[/C][C]91.451[/C][C]92.6042[/C][C]-1.15315[/C][C]0.24898[/C][/ROW]
[ROW][C]85[/C][C]92.8[/C][C]90.841[/C][C]93.3[/C][C]-2.45903[/C][C]1.95903[/C][/ROW]
[ROW][C]86[/C][C]90.5[/C][C]91.8775[/C][C]94.0625[/C][C]-2.18501[/C][C]-1.37749[/C][/ROW]
[ROW][C]87[/C][C]102.2[/C][C]102.365[/C][C]94.5417[/C][C]7.82293[/C][C]-0.164592[/C][/ROW]
[ROW][C]88[/C][C]91.8[/C][C]94.7602[/C][C]95.1125[/C][C]-0.352335[/C][C]-2.96017[/C][/ROW]
[ROW][C]89[/C][C]95[/C][C]94.4849[/C][C]95.7583[/C][C]-1.27343[/C][C]0.515095[/C][/ROW]
[ROW][C]90[/C][C]102[/C][C]101.122[/C][C]96.125[/C][C]4.99688[/C][C]0.878116[/C][/ROW]
[ROW][C]91[/C][C]88.9[/C][C]89.0084[/C][C]96.6083[/C][C]-7.59996[/C][C]-0.108373[/C][/ROW]
[ROW][C]92[/C][C]89.6[/C][C]88.9542[/C][C]97.3833[/C][C]-8.42913[/C][C]0.645794[/C][/ROW]
[ROW][C]93[/C][C]97.9[/C][C]102.386[/C][C]97.8292[/C][C]4.55641[/C][C]-4.48558[/C][/ROW]
[ROW][C]94[/C][C]108.6[/C][C]103.767[/C][C]98.4083[/C][C]5.35886[/C][C]4.8328[/C][/ROW]
[ROW][C]95[/C][C]100.8[/C][C]99.8336[/C][C]99.1167[/C][C]0.716951[/C][C]0.966382[/C][/ROW]
[ROW][C]96[/C][C]95.1[/C][C]98.2427[/C][C]99.3958[/C][C]-1.15315[/C][C]-3.14269[/C][/ROW]
[ROW][C]97[/C][C]101[/C][C]97.391[/C][C]99.85[/C][C]-2.45903[/C][C]3.60903[/C][/ROW]
[ROW][C]98[/C][C]100.9[/C][C]97.9192[/C][C]100.104[/C][C]-2.18501[/C][C]2.98084[/C][/ROW]
[ROW][C]99[/C][C]102.5[/C][C]108.281[/C][C]100.458[/C][C]7.82293[/C][C]-5.78126[/C][/ROW]
[ROW][C]100[/C][C]105.4[/C][C]100.456[/C][C]100.808[/C][C]-0.352335[/C][C]4.944[/C][/ROW]
[ROW][C]101[/C][C]98.4[/C][C]99.1224[/C][C]100.396[/C][C]-1.27343[/C][C]-0.722405[/C][/ROW]
[ROW][C]102[/C][C]105.3[/C][C]105.072[/C][C]100.075[/C][C]4.99688[/C][C]0.228116[/C][/ROW]
[ROW][C]103[/C][C]96.5[/C][C]91.8417[/C][C]99.4417[/C][C]-7.59996[/C][C]4.65829[/C][/ROW]
[ROW][C]104[/C][C]88.1[/C][C]89.7125[/C][C]98.1417[/C][C]-8.42913[/C][C]-1.61254[/C][/ROW]
[ROW][C]105[/C][C]107.9[/C][C]101.731[/C][C]97.175[/C][C]4.55641[/C][C]6.16859[/C][/ROW]
[ROW][C]106[/C][C]107[/C][C]101.409[/C][C]96.05[/C][C]5.35886[/C][C]5.59114[/C][/ROW]
[ROW][C]107[/C][C]92.5[/C][C]95.567[/C][C]94.85[/C][C]0.716951[/C][C]-3.06695[/C][/ROW]
[ROW][C]108[/C][C]95.7[/C][C]92.801[/C][C]93.9542[/C][C]-1.15315[/C][C]2.89898[/C][/ROW]
[ROW][C]109[/C][C]85.2[/C][C]90.4535[/C][C]92.9125[/C][C]-2.45903[/C][C]-5.25347[/C][/ROW]
[ROW][C]110[/C][C]85.5[/C][C]89.965[/C][C]92.15[/C][C]-2.18501[/C][C]-4.46499[/C][/ROW]
[ROW][C]111[/C][C]94.7[/C][C]99.2896[/C][C]91.4667[/C][C]7.82293[/C][C]-4.58959[/C][/ROW]
[ROW][C]112[/C][C]86.2[/C][C]90.1977[/C][C]90.55[/C][C]-0.352335[/C][C]-3.99767[/C][/ROW]
[ROW][C]113[/C][C]88.8[/C][C]88.8391[/C][C]90.1125[/C][C]-1.27343[/C][C]-0.0390714[/C][/ROW]
[ROW][C]114[/C][C]93.4[/C][C]95.0011[/C][C]90.0042[/C][C]4.99688[/C][C]-1.60105[/C][/ROW]
[ROW][C]115[/C][C]83.4[/C][C]82.4834[/C][C]90.0833[/C][C]-7.59996[/C][C]0.916627[/C][/ROW]
[ROW][C]116[/C][C]82.9[/C][C]82.2667[/C][C]90.6958[/C][C]-8.42913[/C][C]0.633294[/C][/ROW]
[ROW][C]117[/C][C]96.7[/C][C]96.2314[/C][C]91.675[/C][C]4.55641[/C][C]0.468588[/C][/ROW]
[ROW][C]118[/C][C]96.2[/C][C]98.0214[/C][C]92.6625[/C][C]5.35886[/C][C]-1.82136[/C][/ROW]
[ROW][C]119[/C][C]92.8[/C][C]94.0586[/C][C]93.3417[/C][C]0.716951[/C][C]-1.25862[/C][/ROW]
[ROW][C]120[/C][C]92.8[/C][C]93.0969[/C][C]94.25[/C][C]-1.15315[/C][C]-0.296853[/C][/ROW]
[ROW][C]121[/C][C]90[/C][C]92.7993[/C][C]95.2583[/C][C]-2.45903[/C][C]-2.7993[/C][/ROW]
[ROW][C]122[/C][C]95.4[/C][C]93.8233[/C][C]96.0083[/C][C]-2.18501[/C][C]1.57668[/C][/ROW]
[ROW][C]123[/C][C]108.3[/C][C]104.652[/C][C]96.8292[/C][C]7.82293[/C][C]3.64791[/C][/ROW]
[ROW][C]124[/C][C]96.3[/C][C]97.2935[/C][C]97.6458[/C][C]-0.352335[/C][C]-0.993499[/C][/ROW]
[ROW][C]125[/C][C]95[/C][C]97.2849[/C][C]98.5583[/C][C]-1.27343[/C][C]-2.2849[/C][/ROW]
[ROW][C]126[/C][C]109[/C][C]104.543[/C][C]99.5458[/C][C]4.99688[/C][C]4.45728[/C][/ROW]
[ROW][C]127[/C][C]92[/C][C]92.7917[/C][C]100.392[/C][C]-7.59996[/C][C]-0.791706[/C][/ROW]
[ROW][C]128[/C][C]92.3[/C][C]92.6292[/C][C]101.058[/C][C]-8.42913[/C][C]-0.329206[/C][/ROW]
[ROW][C]129[/C][C]107[/C][C]106.448[/C][C]101.892[/C][C]4.55641[/C][C]0.551921[/C][/ROW]
[ROW][C]130[/C][C]105.5[/C][C]108.051[/C][C]102.692[/C][C]5.35886[/C][C]-2.55053[/C][/ROW]
[ROW][C]131[/C][C]105.4[/C][C]104.284[/C][C]103.567[/C][C]0.716951[/C][C]1.11638[/C][/ROW]
[ROW][C]132[/C][C]103.9[/C][C]102.909[/C][C]104.063[/C][C]-1.15315[/C][C]0.990647[/C][/ROW]
[ROW][C]133[/C][C]99.2[/C][C]101.47[/C][C]103.929[/C][C]-2.45903[/C][C]-2.27014[/C][/ROW]
[ROW][C]134[/C][C]102.2[/C][C]102.061[/C][C]104.246[/C][C]-2.18501[/C][C]0.139176[/C][/ROW]
[ROW][C]135[/C][C]121.5[/C][C]112.585[/C][C]104.762[/C][C]7.82293[/C][C]8.91457[/C][/ROW]
[ROW][C]136[/C][C]102.3[/C][C]104.581[/C][C]104.933[/C][C]-0.352335[/C][C]-2.281[/C][/ROW]
[ROW][C]137[/C][C]110[/C][C]103.547[/C][C]104.821[/C][C]-1.27343[/C][C]6.4526[/C][/ROW]
[ROW][C]138[/C][C]105.9[/C][C]109.643[/C][C]104.646[/C][C]4.99688[/C][C]-3.74272[/C][/ROW]
[ROW][C]139[/C][C]91.9[/C][C]97.025[/C][C]104.625[/C][C]-7.59996[/C][C]-5.12504[/C][/ROW]
[ROW][C]140[/C][C]100[/C][C]96.3459[/C][C]104.775[/C][C]-8.42913[/C][C]3.65413[/C][/ROW]
[ROW][C]141[/C][C]111.7[/C][C]109.206[/C][C]104.65[/C][C]4.55641[/C][C]2.49359[/C][/ROW]
[ROW][C]142[/C][C]104.9[/C][C]109.617[/C][C]104.258[/C][C]5.35886[/C][C]-4.7172[/C][/ROW]
[ROW][C]143[/C][C]103.3[/C][C]104.404[/C][C]103.687[/C][C]0.716951[/C][C]-1.10445[/C][/ROW]
[ROW][C]144[/C][C]101.8[/C][C]102.193[/C][C]103.346[/C][C]-1.15315[/C][C]-0.392687[/C][/ROW]
[ROW][C]145[/C][C]100.8[/C][C]101.116[/C][C]103.575[/C][C]-2.45903[/C][C]-0.315971[/C][/ROW]
[ROW][C]146[/C][C]104.2[/C][C]101.407[/C][C]103.592[/C][C]-2.18501[/C][C]2.79334[/C][/ROW]
[ROW][C]147[/C][C]116.5[/C][C]110.948[/C][C]103.125[/C][C]7.82293[/C][C]5.55207[/C][/ROW]
[ROW][C]148[/C][C]97.9[/C][C]102.577[/C][C]102.929[/C][C]-0.352335[/C][C]-4.67683[/C][/ROW]
[ROW][C]149[/C][C]100.7[/C][C]101.722[/C][C]102.996[/C][C]-1.27343[/C][C]-1.0224[/C][/ROW]
[ROW][C]150[/C][C]107[/C][C]107.668[/C][C]102.671[/C][C]4.99688[/C][C]-0.667717[/C][/ROW]
[ROW][C]151[/C][C]96.3[/C][C]94.7[/C][C]102.3[/C][C]-7.59996[/C][C]1.59996[/C][/ROW]
[ROW][C]152[/C][C]96[/C][C]93.4792[/C][C]101.908[/C][C]-8.42913[/C][C]2.52079[/C][/ROW]
[ROW][C]153[/C][C]104.5[/C][C]105.811[/C][C]101.254[/C][C]4.55641[/C][C]-1.31058[/C][/ROW]
[ROW][C]154[/C][C]107.4[/C][C]106.513[/C][C]101.154[/C][C]5.35886[/C][C]0.88697[/C][/ROW]
[ROW][C]155[/C][C]102.4[/C][C]102.184[/C][C]101.467[/C][C]0.716951[/C][C]0.216382[/C][/ROW]
[ROW][C]156[/C][C]94.9[/C][C]100.389[/C][C]101.542[/C][C]-1.15315[/C][C]-5.48852[/C][/ROW]
[ROW][C]157[/C][C]98.8[/C][C]99.3285[/C][C]101.788[/C][C]-2.45903[/C][C]-0.528471[/C][/ROW]
[ROW][C]158[/C][C]96.8[/C][C]99.6983[/C][C]101.883[/C][C]-2.18501[/C][C]-2.89832[/C][/ROW]
[ROW][C]159[/C][C]108.2[/C][C]109.594[/C][C]101.771[/C][C]7.82293[/C][C]-1.39376[/C][/ROW]
[ROW][C]160[/C][C]103.8[/C][C]101.681[/C][C]102.033[/C][C]-0.352335[/C][C]2.119[/C][/ROW]
[ROW][C]161[/C][C]102.3[/C][C]101.127[/C][C]102.4[/C][C]-1.27343[/C][C]1.17343[/C][/ROW]
[ROW][C]162[/C][C]107.2[/C][C]107.809[/C][C]102.812[/C][C]4.99688[/C][C]-0.609384[/C][/ROW]
[ROW][C]163[/C][C]102[/C][C]95.6125[/C][C]103.212[/C][C]-7.59996[/C][C]6.38746[/C][/ROW]
[ROW][C]164[/C][C]92.6[/C][C]95.15[/C][C]103.579[/C][C]-8.42913[/C][C]-2.55004[/C][/ROW]
[ROW][C]165[/C][C]105.2[/C][C]108.415[/C][C]103.858[/C][C]4.55641[/C][C]-3.21475[/C][/ROW]
[ROW][C]166[/C][C]113[/C][C]109.321[/C][C]103.962[/C][C]5.35886[/C][C]3.67864[/C][/ROW]
[ROW][C]167[/C][C]105.6[/C][C]104.792[/C][C]104.075[/C][C]0.716951[/C][C]0.808049[/C][/ROW]
[ROW][C]168[/C][C]101.6[/C][C]103.022[/C][C]104.175[/C][C]-1.15315[/C][C]-1.42185[/C][/ROW]
[ROW][C]169[/C][C]101.7[/C][C]101.616[/C][C]104.075[/C][C]-2.45903[/C][C]0.0840291[/C][/ROW]
[ROW][C]170[/C][C]102.7[/C][C]101.623[/C][C]103.808[/C][C]-2.18501[/C][C]1.07668[/C][/ROW]
[ROW][C]171[/C][C]109[/C][C]111.823[/C][C]104[/C][C]7.82293[/C][C]-2.82293[/C][/ROW]
[ROW][C]172[/C][C]105.5[/C][C]103.902[/C][C]104.254[/C][C]-0.352335[/C][C]1.59817[/C][/ROW]
[ROW][C]173[/C][C]103.3[/C][C]102.789[/C][C]104.062[/C][C]-1.27343[/C][C]0.510929[/C][/ROW]
[ROW][C]174[/C][C]108.6[/C][C]108.947[/C][C]103.95[/C][C]4.99688[/C][C]-0.346884[/C][/ROW]
[ROW][C]175[/C][C]98.2[/C][C]96.3834[/C][C]103.983[/C][C]-7.59996[/C][C]1.81663[/C][/ROW]
[ROW][C]176[/C][C]90[/C][C]95.3875[/C][C]103.817[/C][C]-8.42913[/C][C]-5.38754[/C][/ROW]
[ROW][C]177[/C][C]112.4[/C][C]108.415[/C][C]103.858[/C][C]4.55641[/C][C]3.98525[/C][/ROW]
[ROW][C]178[/C][C]111.9[/C][C]109.409[/C][C]104.05[/C][C]5.35886[/C][C]2.49114[/C][/ROW]
[ROW][C]179[/C][C]102.1[/C][C]104.542[/C][C]103.825[/C][C]0.716951[/C][C]-2.44195[/C][/ROW]
[ROW][C]180[/C][C]102.4[/C][C]102.522[/C][C]103.675[/C][C]-1.15315[/C][C]-0.121853[/C][/ROW]
[ROW][C]181[/C][C]101.7[/C][C]101.203[/C][C]103.662[/C][C]-2.45903[/C][C]0.496529[/C][/ROW]
[ROW][C]182[/C][C]98.7[/C][C]101.498[/C][C]103.683[/C][C]-2.18501[/C][C]-2.79832[/C][/ROW]
[ROW][C]183[/C][C]114[/C][C]111.581[/C][C]103.758[/C][C]7.82293[/C][C]2.41874[/C][/ROW]
[ROW][C]184[/C][C]105.1[/C][C]103.368[/C][C]103.721[/C][C]-0.352335[/C][C]1.7315[/C][/ROW]
[ROW][C]185[/C][C]98.3[/C][C]102.652[/C][C]103.925[/C][C]-1.27343[/C][C]-4.35157[/C][/ROW]
[ROW][C]186[/C][C]110[/C][C]109.189[/C][C]104.192[/C][C]4.99688[/C][C]0.811449[/C][/ROW]
[ROW][C]187[/C][C]96.5[/C][C]96.7084[/C][C]104.308[/C][C]-7.59996[/C][C]-0.208373[/C][/ROW]
[ROW][C]188[/C][C]92.2[/C][C]96.3167[/C][C]104.746[/C][C]-8.42913[/C][C]-4.11671[/C][/ROW]
[ROW][C]189[/C][C]112[/C][C]109.815[/C][C]105.258[/C][C]4.55641[/C][C]2.18525[/C][/ROW]
[ROW][C]190[/C][C]111.4[/C][C]110.98[/C][C]105.621[/C][C]5.35886[/C][C]0.420304[/C][/ROW]
[ROW][C]191[/C][C]107.5[/C][C]106.8[/C][C]106.083[/C][C]0.716951[/C][C]0.699715[/C][/ROW]
[ROW][C]192[/C][C]103.4[/C][C]105.426[/C][C]106.579[/C][C]-1.15315[/C][C]-2.02602[/C][/ROW]
[ROW][C]193[/C][C]103.5[/C][C]104.466[/C][C]106.925[/C][C]-2.45903[/C][C]-0.965971[/C][/ROW]
[ROW][C]194[/C][C]107.4[/C][C]105.244[/C][C]107.429[/C][C]-2.18501[/C][C]2.15584[/C][/ROW]
[ROW][C]195[/C][C]117.6[/C][C]115.719[/C][C]107.896[/C][C]7.82293[/C][C]1.88124[/C][/ROW]
[ROW][C]196[/C][C]110.2[/C][C]107.527[/C][C]107.879[/C][C]-0.352335[/C][C]2.67317[/C][/ROW]
[ROW][C]197[/C][C]104.3[/C][C]106.631[/C][C]107.904[/C][C]-1.27343[/C][C]-2.33074[/C][/ROW]
[ROW][C]198[/C][C]115.9[/C][C]113.455[/C][C]108.458[/C][C]4.99688[/C][C]2.44478[/C][/ROW]
[ROW][C]199[/C][C]98.9[/C][C]101.45[/C][C]109.05[/C][C]-7.59996[/C][C]-2.55004[/C][/ROW]
[ROW][C]200[/C][C]101.9[/C][C]100.838[/C][C]109.267[/C][C]-8.42913[/C][C]1.06246[/C][/ROW]
[ROW][C]201[/C][C]113.5[/C][C]114.173[/C][C]109.617[/C][C]4.55641[/C][C]-0.673079[/C][/ROW]
[ROW][C]202[/C][C]109.5[/C][C]115.021[/C][C]109.662[/C][C]5.35886[/C][C]-5.52136[/C][/ROW]
[ROW][C]203[/C][C]110[/C][C]110.467[/C][C]109.75[/C][C]0.716951[/C][C]-0.466951[/C][/ROW]
[ROW][C]204[/C][C]114.2[/C][C]109.043[/C][C]110.196[/C][C]-1.15315[/C][C]5.15731[/C][/ROW]
[ROW][C]205[/C][C]106.9[/C][C]108.033[/C][C]110.492[/C][C]-2.45903[/C][C]-1.13264[/C][/ROW]
[ROW][C]206[/C][C]109.2[/C][C]108.657[/C][C]110.842[/C][C]-2.18501[/C][C]0.543343[/C][/ROW]
[ROW][C]207[/C][C]124.2[/C][C]NA[/C][C]NA[/C][C]7.82293[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]104.7[/C][C]NA[/C][C]NA[/C][C]-0.352335[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]111.9[/C][C]NA[/C][C]NA[/C][C]-1.27343[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]119[/C][C]NA[/C][C]NA[/C][C]4.99688[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]102.9[/C][C]NA[/C][C]NA[/C][C]-7.59996[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]106.3[/C][C]NA[/C][C]NA[/C][C]-8.42913[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=310602&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310602&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	62.4	NA	NA	-2.45903	NA
2	67.4	NA	NA	-2.18501	NA
3	76.1	NA	NA	7.82293	NA
4	67.4	NA	NA	-0.352335	NA
5	74.5	NA	NA	-1.27343	NA
6	72.6	NA	NA	4.99688	NA
7	60.5	63.6084	71.2083	-7.59996	-3.10837
8	66.1	63.5584	71.9875	-8.42913	2.54163
9	76.5	76.9897	72.4333	4.55641	-0.489745
10	76.8	78.1589	72.8	5.35886	-1.35886
11	77	73.8003	73.0833	0.716951	3.19972
12	71	72.3344	73.4875	-1.15315	-1.33435
13	74.8	71.5576	74.0167	-2.45903	3.24236
14	73.7	72.1983	74.3833	-2.18501	1.50168
15	80.5	82.2896	74.4667	7.82293	-1.78959
16	71.8	74.1727	74.525	-0.352335	-2.37267
17	76.9	73.2932	74.5667	-1.27343	3.60676
18	79.9	79.3636	74.3667	4.99688	0.536449
19	65.9	66.5584	74.1583	-7.59996	-0.658373
20	69.5	65.5542	73.9833	-8.42913	3.94579
21	75.1	78.3647	73.8083	4.55641	-3.26475
22	79.6	79.2922	73.9333	5.35886	0.307804
23	75.2	74.792	74.075	0.716951	0.408049
24	68	72.7219	73.875	-1.15315	-4.72185
25	72.8	71.441	73.9	-2.45903	1.35903
26	71.5	71.8025	73.9875	-2.18501	-0.302491
27	78.5	81.8396	74.0167	7.82293	-3.33959
28	76.8	73.8852	74.2375	-0.352335	2.91483
29	75.3	73.0891	74.3625	-1.27343	2.21093
30	76.7	79.4844	74.4875	4.99688	-2.78438
31	69.7	67.1417	74.7417	-7.59996	2.55829
32	67.8	66.5375	74.9667	-8.42913	1.26246
33	77.5	79.6647	75.1083	4.55641	-2.16475
34	82.5	80.5589	75.2	5.35886	1.94114
35	75.3	75.8753	75.1583	0.716951	-0.575285
36	70.9	73.9885	75.1417	-1.15315	-3.08852
37	76	72.841	75.3	-2.45903	3.15903
38	73.7	73.1733	75.3583	-2.18501	0.526676
39	79.7	83.3354	75.5125	7.82293	-3.63543
40	77.8	75.3977	75.75	-0.352335	2.40233
41	73.3	74.5057	75.7792	-1.27343	-1.20574
42	78.3	81.1344	76.1375	4.99688	-2.83438
43	71.9	68.8459	76.4458	-7.59996	3.05413
44	67	68.075	76.5042	-8.42913	-1.07504
45	82	81.5772	77.0208	4.55641	0.422755
46	83.7	82.938	77.5792	5.35886	0.76197
47	74.8	78.6128	77.8958	0.716951	-3.81278
48	80	77.3302	78.4833	-1.15315	2.66981
49	74.3	76.6285	79.0875	-2.45903	-2.32847
50	76.8	77.4192	79.6042	-2.18501	-0.619157
51	89	88.0771	80.2542	7.82293	0.922908
52	81.9	80.3768	80.7292	-0.352335	1.52317
53	76.8	80.0974	81.3708	-1.27343	-3.2974
54	88.9	87.2177	82.2208	4.99688	1.68228
55	75.8	75.3667	82.9667	-7.59996	0.433294
56	75.5	75.0792	83.5083	-8.42913	0.420794
57	89.1	88.3106	83.7542	4.55641	0.789421
58	88	89.363	84.0042	5.35886	-1.36303
59	85.9	85.117	84.4	0.716951	0.783049
60	89.3	83.5552	84.7083	-1.15315	5.74481
61	82.9	82.2493	84.7083	-2.45903	0.650696
62	81.2	82.4692	84.6542	-2.18501	-1.26916
63	90.5	92.6021	84.7792	7.82293	-2.10209
64	86.4	84.4643	84.8167	-0.352335	1.93567
65	81.8	83.6599	84.9333	-1.27343	-1.8599
66	91.3	90.1469	85.15	4.99688	1.15312
67	73.4	77.7584	85.3583	-7.59996	-4.35837
68	76.6	77.3042	85.7333	-8.42913	-0.704206
69	91	90.8606	86.3042	4.55641	0.139421
70	87	91.9255	86.5667	5.35886	-4.92553
71	89.7	87.6003	86.8833	0.716951	2.09972
72	90.7	86.3135	87.4667	-1.15315	4.38648
73	86.5	85.4035	87.8625	-2.45903	1.09653
74	86.6	86.1025	88.2875	-2.18501	0.497509
75	98.8	96.4604	88.6375	7.82293	2.33957
76	84.4	88.9018	89.2542	-0.352335	-4.50183
77	91.4	88.6974	89.9708	-1.27343	2.7026
78	95.7	95.2469	90.25	4.99688	0.453116
79	78.5	82.9542	90.5542	-7.59996	-4.45421
80	81.7	82.55	90.9792	-8.42913	-0.85004
81	94.3	95.8397	91.2833	4.55641	-1.53975
82	98.5	97.0922	91.7333	5.35886	1.4078
83	95.4	92.9086	92.1917	0.716951	2.49138
84	91.7	91.451	92.6042	-1.15315	0.24898
85	92.8	90.841	93.3	-2.45903	1.95903
86	90.5	91.8775	94.0625	-2.18501	-1.37749
87	102.2	102.365	94.5417	7.82293	-0.164592
88	91.8	94.7602	95.1125	-0.352335	-2.96017
89	95	94.4849	95.7583	-1.27343	0.515095
90	102	101.122	96.125	4.99688	0.878116
91	88.9	89.0084	96.6083	-7.59996	-0.108373
92	89.6	88.9542	97.3833	-8.42913	0.645794
93	97.9	102.386	97.8292	4.55641	-4.48558
94	108.6	103.767	98.4083	5.35886	4.8328
95	100.8	99.8336	99.1167	0.716951	0.966382
96	95.1	98.2427	99.3958	-1.15315	-3.14269
97	101	97.391	99.85	-2.45903	3.60903
98	100.9	97.9192	100.104	-2.18501	2.98084
99	102.5	108.281	100.458	7.82293	-5.78126
100	105.4	100.456	100.808	-0.352335	4.944
101	98.4	99.1224	100.396	-1.27343	-0.722405
102	105.3	105.072	100.075	4.99688	0.228116
103	96.5	91.8417	99.4417	-7.59996	4.65829
104	88.1	89.7125	98.1417	-8.42913	-1.61254
105	107.9	101.731	97.175	4.55641	6.16859
106	107	101.409	96.05	5.35886	5.59114
107	92.5	95.567	94.85	0.716951	-3.06695
108	95.7	92.801	93.9542	-1.15315	2.89898
109	85.2	90.4535	92.9125	-2.45903	-5.25347
110	85.5	89.965	92.15	-2.18501	-4.46499
111	94.7	99.2896	91.4667	7.82293	-4.58959
112	86.2	90.1977	90.55	-0.352335	-3.99767
113	88.8	88.8391	90.1125	-1.27343	-0.0390714
114	93.4	95.0011	90.0042	4.99688	-1.60105
115	83.4	82.4834	90.0833	-7.59996	0.916627
116	82.9	82.2667	90.6958	-8.42913	0.633294
117	96.7	96.2314	91.675	4.55641	0.468588
118	96.2	98.0214	92.6625	5.35886	-1.82136
119	92.8	94.0586	93.3417	0.716951	-1.25862
120	92.8	93.0969	94.25	-1.15315	-0.296853
121	90	92.7993	95.2583	-2.45903	-2.7993
122	95.4	93.8233	96.0083	-2.18501	1.57668
123	108.3	104.652	96.8292	7.82293	3.64791
124	96.3	97.2935	97.6458	-0.352335	-0.993499
125	95	97.2849	98.5583	-1.27343	-2.2849
126	109	104.543	99.5458	4.99688	4.45728
127	92	92.7917	100.392	-7.59996	-0.791706
128	92.3	92.6292	101.058	-8.42913	-0.329206
129	107	106.448	101.892	4.55641	0.551921
130	105.5	108.051	102.692	5.35886	-2.55053
131	105.4	104.284	103.567	0.716951	1.11638
132	103.9	102.909	104.063	-1.15315	0.990647
133	99.2	101.47	103.929	-2.45903	-2.27014
134	102.2	102.061	104.246	-2.18501	0.139176
135	121.5	112.585	104.762	7.82293	8.91457
136	102.3	104.581	104.933	-0.352335	-2.281
137	110	103.547	104.821	-1.27343	6.4526
138	105.9	109.643	104.646	4.99688	-3.74272
139	91.9	97.025	104.625	-7.59996	-5.12504
140	100	96.3459	104.775	-8.42913	3.65413
141	111.7	109.206	104.65	4.55641	2.49359
142	104.9	109.617	104.258	5.35886	-4.7172
143	103.3	104.404	103.687	0.716951	-1.10445
144	101.8	102.193	103.346	-1.15315	-0.392687
145	100.8	101.116	103.575	-2.45903	-0.315971
146	104.2	101.407	103.592	-2.18501	2.79334
147	116.5	110.948	103.125	7.82293	5.55207
148	97.9	102.577	102.929	-0.352335	-4.67683
149	100.7	101.722	102.996	-1.27343	-1.0224
150	107	107.668	102.671	4.99688	-0.667717
151	96.3	94.7	102.3	-7.59996	1.59996
152	96	93.4792	101.908	-8.42913	2.52079
153	104.5	105.811	101.254	4.55641	-1.31058
154	107.4	106.513	101.154	5.35886	0.88697
155	102.4	102.184	101.467	0.716951	0.216382
156	94.9	100.389	101.542	-1.15315	-5.48852
157	98.8	99.3285	101.788	-2.45903	-0.528471
158	96.8	99.6983	101.883	-2.18501	-2.89832
159	108.2	109.594	101.771	7.82293	-1.39376
160	103.8	101.681	102.033	-0.352335	2.119
161	102.3	101.127	102.4	-1.27343	1.17343
162	107.2	107.809	102.812	4.99688	-0.609384
163	102	95.6125	103.212	-7.59996	6.38746
164	92.6	95.15	103.579	-8.42913	-2.55004
165	105.2	108.415	103.858	4.55641	-3.21475
166	113	109.321	103.962	5.35886	3.67864
167	105.6	104.792	104.075	0.716951	0.808049
168	101.6	103.022	104.175	-1.15315	-1.42185
169	101.7	101.616	104.075	-2.45903	0.0840291
170	102.7	101.623	103.808	-2.18501	1.07668
171	109	111.823	104	7.82293	-2.82293
172	105.5	103.902	104.254	-0.352335	1.59817
173	103.3	102.789	104.062	-1.27343	0.510929
174	108.6	108.947	103.95	4.99688	-0.346884
175	98.2	96.3834	103.983	-7.59996	1.81663
176	90	95.3875	103.817	-8.42913	-5.38754
177	112.4	108.415	103.858	4.55641	3.98525
178	111.9	109.409	104.05	5.35886	2.49114
179	102.1	104.542	103.825	0.716951	-2.44195
180	102.4	102.522	103.675	-1.15315	-0.121853
181	101.7	101.203	103.662	-2.45903	0.496529
182	98.7	101.498	103.683	-2.18501	-2.79832
183	114	111.581	103.758	7.82293	2.41874
184	105.1	103.368	103.721	-0.352335	1.7315
185	98.3	102.652	103.925	-1.27343	-4.35157
186	110	109.189	104.192	4.99688	0.811449
187	96.5	96.7084	104.308	-7.59996	-0.208373
188	92.2	96.3167	104.746	-8.42913	-4.11671
189	112	109.815	105.258	4.55641	2.18525
190	111.4	110.98	105.621	5.35886	0.420304
191	107.5	106.8	106.083	0.716951	0.699715
192	103.4	105.426	106.579	-1.15315	-2.02602
193	103.5	104.466	106.925	-2.45903	-0.965971
194	107.4	105.244	107.429	-2.18501	2.15584
195	117.6	115.719	107.896	7.82293	1.88124
196	110.2	107.527	107.879	-0.352335	2.67317
197	104.3	106.631	107.904	-1.27343	-2.33074
198	115.9	113.455	108.458	4.99688	2.44478
199	98.9	101.45	109.05	-7.59996	-2.55004
200	101.9	100.838	109.267	-8.42913	1.06246
201	113.5	114.173	109.617	4.55641	-0.673079
202	109.5	115.021	109.662	5.35886	-5.52136
203	110	110.467	109.75	0.716951	-0.466951
204	114.2	109.043	110.196	-1.15315	5.15731
205	106.9	108.033	110.492	-2.45903	-1.13264
206	109.2	108.657	110.842	-2.18501	0.543343
207	124.2	NA	NA	7.82293	NA
208	104.7	NA	NA	-0.352335	NA
209	111.9	NA	NA	-1.27343	NA
210	119	NA	NA	4.99688	NA
211	102.9	NA	NA	-7.59996	NA
212	106.3	NA	NA	-8.42913	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