Repository of Reproducible Computations

Free Statistics

of Irreproducible Research!

Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_decompose.wasp

Title produced by software

Classical Decomposition

Date of computation

Fri, 15 Dec 2017 12:14:57 +0100

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2017/Dec/15/t15133365043ndv1ral42ur1vs.htm/, Retrieved Wed, 15 May 2024 00:15:59 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=309652, Retrieved Wed, 15 May 2024 00:15:59 +0000

QR Codes:

Paste this QR Code to cite your computation.

Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

-       [Classical Decomposition] [] [2017-12-15 11:14:57] [1fb90e819e5b19aec9e872ea972cd63e] [Current]

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

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=309652&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=309652&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309652&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	58.4	NA	NA	-5.2613	NA
2	64.8	NA	NA	-3.58459	NA
3	73.8	NA	NA	8.15218	NA
4	65	NA	NA	0.237075	NA
5	73	NA	NA	-0.540008	NA
6	71.1	NA	NA	7.07744	NA
7	58.2	61.325	69.0458	-7.72086	-3.12497
8	64	61.148	69.95	-8.80199	2.85199
9	75	76.9475	70.5083	6.43919	-1.94752
10	74.9	77.3083	70.9875	6.32081	-2.40831
11	75	71.7595	71.3667	0.392865	3.24047
12	68.3	69.1559	71.8667	-2.71081	-0.855856
13	72.5	67.2137	72.475	-5.2613	5.2863
14	72.4	69.3029	72.8875	-3.58459	3.09709
15	79.6	81.1647	73.0125	8.15218	-1.56468
16	70.7	73.3621	73.125	0.237075	-2.66207
17	76.4	72.6683	73.2083	-0.540008	3.73168
18	79.7	80.0983	73.0208	7.07744	-0.398273
19	64.2	65.0708	72.7917	-7.72086	-0.870807
20	67.9	63.7647	72.5667	-8.80199	4.13532
21	74.1	78.7725	72.3333	6.43919	-4.67252
22	78.5	78.7416	72.4208	6.32081	-0.24164
23	73.4	72.9179	72.525	0.392865	0.482135
24	65.4	69.56	72.2708	-2.71081	-4.16002
25	69.9	67.0179	72.2792	-5.2613	2.88213
26	69.6	68.7571	72.3417	-3.58459	0.842919
27	76.8	80.5105	72.3583	8.15218	-3.71051
28	75.6	72.8454	72.6083	0.237075	2.75459
29	74	72.21	72.75	-0.540008	1.79001
30	76	79.9733	72.8958	7.07744	-3.97327
31	68.1	65.4541	73.175	-7.72086	2.64586
32	65.5	64.5938	73.3958	-8.80199	0.906154
33	76.9	79.9767	73.5375	6.43919	-3.07669
34	81.7	79.9583	73.6375	6.32081	1.74169
35	73.6	73.9762	73.5833	0.392865	-0.376199
36	68.7	70.8475	73.5583	-2.71081	-2.14752
37	73.3	68.4429	73.7042	-5.2613	4.85713
38	71.5	70.1362	73.7208	-3.58459	1.36375
39	78.3	81.9938	73.8417	8.15218	-3.69385
40	76.5	74.2954	74.0583	0.237075	2.20459
41	71.8	73.5308	74.0708	-0.540008	-1.73082
42	77.6	81.5191	74.4417	7.07744	-3.91911
43	70	67.0041	74.725	-7.72086	2.99586
44	64	65.9563	74.7583	-8.80199	-1.95635
45	81.3	81.7434	75.3042	6.43919	-0.443356
46	82.5	82.2291	75.9083	6.32081	0.27086
47	73.1	76.6637	76.2708	0.392865	-3.5637
48	78.1	74.2309	76.9417	-2.71081	3.86914
49	70.7	72.3804	77.6417	-5.2613	-1.68037
50	74.9	74.7029	78.2875	-3.58459	0.197086
51	88	87.2563	79.1042	8.15218	0.743654
52	81.3	79.9371	79.7	0.237075	1.36293
53	75.7	79.885	80.425	-0.540008	-4.18499
54	89.8	88.3941	81.3167	7.07744	1.40589
55	74.6	74.4041	82.125	-7.72086	0.19586
56	74.9	73.9022	82.7042	-8.80199	0.997821
57	90	89.3934	82.9542	6.43919	0.606644
58	88.1	89.5625	83.2417	6.32081	-1.46247
59	84.9	84.0679	83.675	0.392865	0.832135
60	87.7	81.2975	84.0083	-2.71081	6.40248
61	80.5	78.7387	84	-5.2613	1.7613
62	79	80.3487	83.9333	-3.58459	-1.34875
63	89.9	92.2397	84.0875	8.15218	-2.33968
64	86.3	84.3829	84.1458	0.237075	1.91709
65	81.1	83.7517	84.2917	-0.540008	-2.65166
66	92.4	91.6024	84.525	7.07744	0.797561
67	71.8	76.9833	84.7042	-7.72086	-5.18331
68	76.1	76.2855	85.0875	-8.80199	-0.185512
69	92.5	92.1517	85.7125	6.43919	0.348311
70	87	92.3416	86.0208	6.32081	-5.34164
71	89.5	86.8262	86.4333	0.392865	2.6738
72	88.7	84.4225	87.1333	-2.71081	4.27748
73	83.8	82.347	87.6083	-5.2613	1.45297
74	84.9	84.5237	88.1083	-3.58459	0.376252
75	99	96.6688	88.5167	8.15218	2.33115
76	84.6	89.4579	89.2208	0.237075	-4.85791
77	92.7	89.4975	90.0375	-0.540008	3.20251
78	97.6	97.4691	90.3917	7.07744	0.130894
79	78	83.0625	90.7833	-7.72086	-5.06247
80	81.9	82.498	91.3	-8.80199	-0.598012
81	96.5	98.0934	91.6542	6.43919	-1.59336
82	99.9	98.4166	92.0958	6.32081	1.48336
83	96.2	92.922	92.5292	0.392865	3.27797
84	90.5	90.2517	92.9625	-2.71081	0.248311
85	91.4	88.5012	93.7625	-5.2613	2.8988
86	89.7	91.0404	94.625	-3.58459	-1.34041
87	102.7	103.29	95.1375	8.15218	-0.589679
88	91.5	96.0121	95.775	0.237075	-4.51207
89	96.2	95.9225	96.4625	-0.540008	0.277508
90	104.5	103.915	96.8375	7.07744	0.585061
91	90.3	89.6541	97.375	-7.72086	0.64586
92	90.3	89.4605	98.2625	-8.80199	0.839488
93	100.4	105.281	98.8417	6.43919	-4.88086
94	111.3	105.95	99.6292	6.32081	5.35003
95	101.3	100.955	100.563	0.392865	0.344635
96	94.4	98.2475	100.958	-2.71081	-3.84752
97	100.4	96.222	101.483	-5.2613	4.17797
98	102	98.1779	101.762	-3.58459	3.82209
99	104.3	110.327	102.175	8.15218	-6.02718
100	108.8	102.816	102.579	0.237075	5.98376
101	101.3	101.602	102.142	-0.540008	-0.301658
102	108.9	108.857	101.779	7.07744	0.0433938
103	98.5	93.2458	100.967	-7.72086	5.25419
104	88.8	90.5855	99.3875	-8.80199	-1.78551
105	111.8	104.643	98.2042	6.43919	7.15664
106	109.6	103.162	96.8417	6.32081	6.43753
107	92.5	95.7804	95.3875	0.392865	-3.28037
108	94.5	91.5725	94.2833	-2.71081	2.92748
109	80.8	87.7387	93	-5.2613	-6.9387
110	83.7	88.3654	91.95	-3.58459	-4.66541
111	94.2	99.1063	90.9542	8.15218	-4.90635
112	86.2	89.9704	89.7333	0.237075	-3.77041
113	89	88.585	89.125	-0.540008	0.415008
114	94.7	95.9858	88.9083	7.07744	-1.28577
115	81.9	81.225	88.9458	-7.72086	0.675027
116	80.2	80.8022	89.6042	-8.80199	-0.602179
117	96.5	97.0475	90.6083	6.43919	-0.547522
118	95.6	97.925	91.6042	6.32081	-2.32497
119	91.9	92.6512	92.2583	0.392865	-0.751199
120	89.9	90.4892	93.2	-2.71081	-0.589189
121	86.3	89.0679	94.3292	-5.2613	-2.76787
122	94	91.6529	95.2375	-3.58459	2.34709
123	108	104.406	96.2542	8.15218	3.59365
124	96.3	97.4871	97.25	0.237075	-1.18707
125	94.6	97.7558	98.2958	-0.540008	-3.15582
126	111.7	106.523	99.4458	7.07744	5.17673
127	92	92.7666	100.488	-7.72086	-0.76664
128	91.9	92.523	101.325	-8.80199	-0.623012
129	109.2	108.831	102.392	6.43919	0.369144
130	106.8	109.729	103.408	6.32081	-2.92914
131	105.8	104.851	104.458	0.392865	0.948801
132	103.6	102.348	105.058	-2.71081	1.25248
133	97.6	99.6804	104.942	-5.2613	-2.08037
134	102.8	101.757	105.342	-3.58459	1.04292
135	124.8	114.115	105.962	8.15218	10.6853
136	103.9	106.42	106.183	0.237075	-2.52041
137	112.2	105.552	106.092	-0.540008	6.64834
138	108.5	113.011	105.933	7.07744	-4.51077
139	92.4	98.2041	105.925	-7.72086	-5.80414
140	101.1	97.1772	105.979	-8.80199	3.92282
141	114.9	112.252	105.812	6.43919	2.64831
142	106.4	111.796	105.475	6.32081	-5.39581
143	104	105.289	104.896	0.392865	-1.2887
144	101.6	101.918	104.629	-2.71081	-0.318356
145	99.4	99.7429	105.004	-5.2613	-0.342865
146	102.3	101.565	105.15	-3.58459	0.734586
147	121.3	112.927	104.775	8.15218	8.37282
148	99.3	104.983	104.746	0.237075	-5.68291
149	102.9	104.497	105.037	-0.540008	-1.59749
150	111.4	111.902	104.825	7.07744	-0.502439
151	98.5	96.7875	104.508	-7.72086	1.71253
152	98.5	95.4188	104.221	-8.80199	3.08115
153	108.5	109.935	103.496	6.43919	-1.43502
154	112.1	109.692	103.371	6.32081	2.40836
155	105.3	104.285	103.892	0.392865	1.01547
156	95.2	101.343	104.054	-2.71081	-6.14336
157	98.2	99.047	104.308	-5.2613	-0.847032
158	96.6	100.799	104.383	-3.58459	-4.19875
159	109.6	112.406	104.254	8.15218	-2.80635
160	108	104.716	104.479	0.237075	3.28376
161	106.7	104.168	104.708	-0.540008	2.53168
162	111.5	112.057	104.979	7.07744	-0.556606
163	104.5	97.625	105.346	-7.72086	6.87503
164	94.3	97.0022	105.804	-8.80199	-2.70218
165	109.6	112.668	106.229	6.43919	-3.06836
166	116.4	112.796	106.475	6.32081	3.60419
167	106.5	107.064	106.671	0.392865	-0.563699
168	100.5	104.173	106.883	-2.71081	-3.67252
169	101.7	101.68	106.942	-5.2613	0.0196347
170	104.1	103.236	106.821	-3.58459	0.863752
171	112.3	115.402	107.25	8.15218	-3.10218
172	111.2	108.029	107.792	0.237075	3.17126
173	108.2	107.339	107.879	-0.540008	0.860842
174	115.1	115.161	108.083	7.07744	-0.0607728
175	102.3	100.554	108.275	-7.72086	1.74586
176	93.6	99.298	108.1	-8.80199	-5.69801
177	120.6	114.673	108.233	6.43919	5.92748
178	118.4	114.854	108.533	6.32081	3.54586
179	106.6	108.739	108.346	0.392865	-2.1387
180	105.3	105.56	108.271	-2.71081	-0.260022
181	101.5	103.097	108.358	-5.2613	-1.59703
182	100.1	104.907	108.492	-3.58459	-4.80708
183	119.5	116.777	108.625	8.15218	2.72282
184	111.2	108.779	108.542	0.237075	2.42126
185	103.7	108.11	108.65	-0.540008	-4.40999
186	117.8	115.894	108.817	7.07744	1.90589
187	101.7	101.071	108.792	-7.72086	0.629193
188	97.4	100.298	109.1	-8.80199	-2.89801
189	120	115.864	109.425	6.43919	4.13581
190	117	115.812	109.492	6.32081	1.18753
191	110.6	110.164	109.771	0.392865	0.436301
192	105.3	107.493	110.204	-2.71081	-2.19336
193	100.9	105.16	110.421	-5.2613	-4.25953
194	108.1	107.078	110.662	-3.58459	1.02209
195	119.3	119.044	110.892	8.15218	0.256154
196	113	110.941	110.704	0.237075	2.05876
197	108.6	110.06	110.6	-0.540008	-1.45999
198	123.3	118.173	111.096	7.07744	5.12673
199	101.4	104	111.721	-7.72086	-2.59997
200	103.5	103.223	112.025	-8.80199	0.276988
201	119.4	118.964	112.525	6.43919	0.435811
202	113.1	119.062	112.742	6.32081	-5.96247
203	112	113.326	112.933	0.392865	-1.3262
204	115.8	110.627	113.337	-2.71081	5.17331
205	105.4	108.26	113.521	-5.2613	-2.85953
206	110.9	110.286	113.871	-3.58459	0.613752
207	128.5	NA	NA	8.15218	NA
208	109	NA	NA	0.237075	NA
209	117.2	NA	NA	-0.540008	NA
210	124.4	NA	NA	7.07744	NA
211	104.7	NA	NA	-7.72086	NA
212	108.6	NA	NA	-8.80199	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 58.4 & NA & NA & -5.2613 & NA \tabularnewline
2 & 64.8 & NA & NA & -3.58459 & NA \tabularnewline
3 & 73.8 & NA & NA & 8.15218 & NA \tabularnewline
4 & 65 & NA & NA & 0.237075 & NA \tabularnewline
5 & 73 & NA & NA & -0.540008 & NA \tabularnewline
6 & 71.1 & NA & NA & 7.07744 & NA \tabularnewline
7 & 58.2 & 61.325 & 69.0458 & -7.72086 & -3.12497 \tabularnewline
8 & 64 & 61.148 & 69.95 & -8.80199 & 2.85199 \tabularnewline
9 & 75 & 76.9475 & 70.5083 & 6.43919 & -1.94752 \tabularnewline
10 & 74.9 & 77.3083 & 70.9875 & 6.32081 & -2.40831 \tabularnewline
11 & 75 & 71.7595 & 71.3667 & 0.392865 & 3.24047 \tabularnewline
12 & 68.3 & 69.1559 & 71.8667 & -2.71081 & -0.855856 \tabularnewline
13 & 72.5 & 67.2137 & 72.475 & -5.2613 & 5.2863 \tabularnewline
14 & 72.4 & 69.3029 & 72.8875 & -3.58459 & 3.09709 \tabularnewline
15 & 79.6 & 81.1647 & 73.0125 & 8.15218 & -1.56468 \tabularnewline
16 & 70.7 & 73.3621 & 73.125 & 0.237075 & -2.66207 \tabularnewline
17 & 76.4 & 72.6683 & 73.2083 & -0.540008 & 3.73168 \tabularnewline
18 & 79.7 & 80.0983 & 73.0208 & 7.07744 & -0.398273 \tabularnewline
19 & 64.2 & 65.0708 & 72.7917 & -7.72086 & -0.870807 \tabularnewline
20 & 67.9 & 63.7647 & 72.5667 & -8.80199 & 4.13532 \tabularnewline
21 & 74.1 & 78.7725 & 72.3333 & 6.43919 & -4.67252 \tabularnewline
22 & 78.5 & 78.7416 & 72.4208 & 6.32081 & -0.24164 \tabularnewline
23 & 73.4 & 72.9179 & 72.525 & 0.392865 & 0.482135 \tabularnewline
24 & 65.4 & 69.56 & 72.2708 & -2.71081 & -4.16002 \tabularnewline
25 & 69.9 & 67.0179 & 72.2792 & -5.2613 & 2.88213 \tabularnewline
26 & 69.6 & 68.7571 & 72.3417 & -3.58459 & 0.842919 \tabularnewline
27 & 76.8 & 80.5105 & 72.3583 & 8.15218 & -3.71051 \tabularnewline
28 & 75.6 & 72.8454 & 72.6083 & 0.237075 & 2.75459 \tabularnewline
29 & 74 & 72.21 & 72.75 & -0.540008 & 1.79001 \tabularnewline
30 & 76 & 79.9733 & 72.8958 & 7.07744 & -3.97327 \tabularnewline
31 & 68.1 & 65.4541 & 73.175 & -7.72086 & 2.64586 \tabularnewline
32 & 65.5 & 64.5938 & 73.3958 & -8.80199 & 0.906154 \tabularnewline
33 & 76.9 & 79.9767 & 73.5375 & 6.43919 & -3.07669 \tabularnewline
34 & 81.7 & 79.9583 & 73.6375 & 6.32081 & 1.74169 \tabularnewline
35 & 73.6 & 73.9762 & 73.5833 & 0.392865 & -0.376199 \tabularnewline
36 & 68.7 & 70.8475 & 73.5583 & -2.71081 & -2.14752 \tabularnewline
37 & 73.3 & 68.4429 & 73.7042 & -5.2613 & 4.85713 \tabularnewline
38 & 71.5 & 70.1362 & 73.7208 & -3.58459 & 1.36375 \tabularnewline
39 & 78.3 & 81.9938 & 73.8417 & 8.15218 & -3.69385 \tabularnewline
40 & 76.5 & 74.2954 & 74.0583 & 0.237075 & 2.20459 \tabularnewline
41 & 71.8 & 73.5308 & 74.0708 & -0.540008 & -1.73082 \tabularnewline
42 & 77.6 & 81.5191 & 74.4417 & 7.07744 & -3.91911 \tabularnewline
43 & 70 & 67.0041 & 74.725 & -7.72086 & 2.99586 \tabularnewline
44 & 64 & 65.9563 & 74.7583 & -8.80199 & -1.95635 \tabularnewline
45 & 81.3 & 81.7434 & 75.3042 & 6.43919 & -0.443356 \tabularnewline
46 & 82.5 & 82.2291 & 75.9083 & 6.32081 & 0.27086 \tabularnewline
47 & 73.1 & 76.6637 & 76.2708 & 0.392865 & -3.5637 \tabularnewline
48 & 78.1 & 74.2309 & 76.9417 & -2.71081 & 3.86914 \tabularnewline
49 & 70.7 & 72.3804 & 77.6417 & -5.2613 & -1.68037 \tabularnewline
50 & 74.9 & 74.7029 & 78.2875 & -3.58459 & 0.197086 \tabularnewline
51 & 88 & 87.2563 & 79.1042 & 8.15218 & 0.743654 \tabularnewline
52 & 81.3 & 79.9371 & 79.7 & 0.237075 & 1.36293 \tabularnewline
53 & 75.7 & 79.885 & 80.425 & -0.540008 & -4.18499 \tabularnewline
54 & 89.8 & 88.3941 & 81.3167 & 7.07744 & 1.40589 \tabularnewline
55 & 74.6 & 74.4041 & 82.125 & -7.72086 & 0.19586 \tabularnewline
56 & 74.9 & 73.9022 & 82.7042 & -8.80199 & 0.997821 \tabularnewline
57 & 90 & 89.3934 & 82.9542 & 6.43919 & 0.606644 \tabularnewline
58 & 88.1 & 89.5625 & 83.2417 & 6.32081 & -1.46247 \tabularnewline
59 & 84.9 & 84.0679 & 83.675 & 0.392865 & 0.832135 \tabularnewline
60 & 87.7 & 81.2975 & 84.0083 & -2.71081 & 6.40248 \tabularnewline
61 & 80.5 & 78.7387 & 84 & -5.2613 & 1.7613 \tabularnewline
62 & 79 & 80.3487 & 83.9333 & -3.58459 & -1.34875 \tabularnewline
63 & 89.9 & 92.2397 & 84.0875 & 8.15218 & -2.33968 \tabularnewline
64 & 86.3 & 84.3829 & 84.1458 & 0.237075 & 1.91709 \tabularnewline
65 & 81.1 & 83.7517 & 84.2917 & -0.540008 & -2.65166 \tabularnewline
66 & 92.4 & 91.6024 & 84.525 & 7.07744 & 0.797561 \tabularnewline
67 & 71.8 & 76.9833 & 84.7042 & -7.72086 & -5.18331 \tabularnewline
68 & 76.1 & 76.2855 & 85.0875 & -8.80199 & -0.185512 \tabularnewline
69 & 92.5 & 92.1517 & 85.7125 & 6.43919 & 0.348311 \tabularnewline
70 & 87 & 92.3416 & 86.0208 & 6.32081 & -5.34164 \tabularnewline
71 & 89.5 & 86.8262 & 86.4333 & 0.392865 & 2.6738 \tabularnewline
72 & 88.7 & 84.4225 & 87.1333 & -2.71081 & 4.27748 \tabularnewline
73 & 83.8 & 82.347 & 87.6083 & -5.2613 & 1.45297 \tabularnewline
74 & 84.9 & 84.5237 & 88.1083 & -3.58459 & 0.376252 \tabularnewline
75 & 99 & 96.6688 & 88.5167 & 8.15218 & 2.33115 \tabularnewline
76 & 84.6 & 89.4579 & 89.2208 & 0.237075 & -4.85791 \tabularnewline
77 & 92.7 & 89.4975 & 90.0375 & -0.540008 & 3.20251 \tabularnewline
78 & 97.6 & 97.4691 & 90.3917 & 7.07744 & 0.130894 \tabularnewline
79 & 78 & 83.0625 & 90.7833 & -7.72086 & -5.06247 \tabularnewline
80 & 81.9 & 82.498 & 91.3 & -8.80199 & -0.598012 \tabularnewline
81 & 96.5 & 98.0934 & 91.6542 & 6.43919 & -1.59336 \tabularnewline
82 & 99.9 & 98.4166 & 92.0958 & 6.32081 & 1.48336 \tabularnewline
83 & 96.2 & 92.922 & 92.5292 & 0.392865 & 3.27797 \tabularnewline
84 & 90.5 & 90.2517 & 92.9625 & -2.71081 & 0.248311 \tabularnewline
85 & 91.4 & 88.5012 & 93.7625 & -5.2613 & 2.8988 \tabularnewline
86 & 89.7 & 91.0404 & 94.625 & -3.58459 & -1.34041 \tabularnewline
87 & 102.7 & 103.29 & 95.1375 & 8.15218 & -0.589679 \tabularnewline
88 & 91.5 & 96.0121 & 95.775 & 0.237075 & -4.51207 \tabularnewline
89 & 96.2 & 95.9225 & 96.4625 & -0.540008 & 0.277508 \tabularnewline
90 & 104.5 & 103.915 & 96.8375 & 7.07744 & 0.585061 \tabularnewline
91 & 90.3 & 89.6541 & 97.375 & -7.72086 & 0.64586 \tabularnewline
92 & 90.3 & 89.4605 & 98.2625 & -8.80199 & 0.839488 \tabularnewline
93 & 100.4 & 105.281 & 98.8417 & 6.43919 & -4.88086 \tabularnewline
94 & 111.3 & 105.95 & 99.6292 & 6.32081 & 5.35003 \tabularnewline
95 & 101.3 & 100.955 & 100.563 & 0.392865 & 0.344635 \tabularnewline
96 & 94.4 & 98.2475 & 100.958 & -2.71081 & -3.84752 \tabularnewline
97 & 100.4 & 96.222 & 101.483 & -5.2613 & 4.17797 \tabularnewline
98 & 102 & 98.1779 & 101.762 & -3.58459 & 3.82209 \tabularnewline
99 & 104.3 & 110.327 & 102.175 & 8.15218 & -6.02718 \tabularnewline
100 & 108.8 & 102.816 & 102.579 & 0.237075 & 5.98376 \tabularnewline
101 & 101.3 & 101.602 & 102.142 & -0.540008 & -0.301658 \tabularnewline
102 & 108.9 & 108.857 & 101.779 & 7.07744 & 0.0433938 \tabularnewline
103 & 98.5 & 93.2458 & 100.967 & -7.72086 & 5.25419 \tabularnewline
104 & 88.8 & 90.5855 & 99.3875 & -8.80199 & -1.78551 \tabularnewline
105 & 111.8 & 104.643 & 98.2042 & 6.43919 & 7.15664 \tabularnewline
106 & 109.6 & 103.162 & 96.8417 & 6.32081 & 6.43753 \tabularnewline
107 & 92.5 & 95.7804 & 95.3875 & 0.392865 & -3.28037 \tabularnewline
108 & 94.5 & 91.5725 & 94.2833 & -2.71081 & 2.92748 \tabularnewline
109 & 80.8 & 87.7387 & 93 & -5.2613 & -6.9387 \tabularnewline
110 & 83.7 & 88.3654 & 91.95 & -3.58459 & -4.66541 \tabularnewline
111 & 94.2 & 99.1063 & 90.9542 & 8.15218 & -4.90635 \tabularnewline
112 & 86.2 & 89.9704 & 89.7333 & 0.237075 & -3.77041 \tabularnewline
113 & 89 & 88.585 & 89.125 & -0.540008 & 0.415008 \tabularnewline
114 & 94.7 & 95.9858 & 88.9083 & 7.07744 & -1.28577 \tabularnewline
115 & 81.9 & 81.225 & 88.9458 & -7.72086 & 0.675027 \tabularnewline
116 & 80.2 & 80.8022 & 89.6042 & -8.80199 & -0.602179 \tabularnewline
117 & 96.5 & 97.0475 & 90.6083 & 6.43919 & -0.547522 \tabularnewline
118 & 95.6 & 97.925 & 91.6042 & 6.32081 & -2.32497 \tabularnewline
119 & 91.9 & 92.6512 & 92.2583 & 0.392865 & -0.751199 \tabularnewline
120 & 89.9 & 90.4892 & 93.2 & -2.71081 & -0.589189 \tabularnewline
121 & 86.3 & 89.0679 & 94.3292 & -5.2613 & -2.76787 \tabularnewline
122 & 94 & 91.6529 & 95.2375 & -3.58459 & 2.34709 \tabularnewline
123 & 108 & 104.406 & 96.2542 & 8.15218 & 3.59365 \tabularnewline
124 & 96.3 & 97.4871 & 97.25 & 0.237075 & -1.18707 \tabularnewline
125 & 94.6 & 97.7558 & 98.2958 & -0.540008 & -3.15582 \tabularnewline
126 & 111.7 & 106.523 & 99.4458 & 7.07744 & 5.17673 \tabularnewline
127 & 92 & 92.7666 & 100.488 & -7.72086 & -0.76664 \tabularnewline
128 & 91.9 & 92.523 & 101.325 & -8.80199 & -0.623012 \tabularnewline
129 & 109.2 & 108.831 & 102.392 & 6.43919 & 0.369144 \tabularnewline
130 & 106.8 & 109.729 & 103.408 & 6.32081 & -2.92914 \tabularnewline
131 & 105.8 & 104.851 & 104.458 & 0.392865 & 0.948801 \tabularnewline
132 & 103.6 & 102.348 & 105.058 & -2.71081 & 1.25248 \tabularnewline
133 & 97.6 & 99.6804 & 104.942 & -5.2613 & -2.08037 \tabularnewline
134 & 102.8 & 101.757 & 105.342 & -3.58459 & 1.04292 \tabularnewline
135 & 124.8 & 114.115 & 105.962 & 8.15218 & 10.6853 \tabularnewline
136 & 103.9 & 106.42 & 106.183 & 0.237075 & -2.52041 \tabularnewline
137 & 112.2 & 105.552 & 106.092 & -0.540008 & 6.64834 \tabularnewline
138 & 108.5 & 113.011 & 105.933 & 7.07744 & -4.51077 \tabularnewline
139 & 92.4 & 98.2041 & 105.925 & -7.72086 & -5.80414 \tabularnewline
140 & 101.1 & 97.1772 & 105.979 & -8.80199 & 3.92282 \tabularnewline
141 & 114.9 & 112.252 & 105.812 & 6.43919 & 2.64831 \tabularnewline
142 & 106.4 & 111.796 & 105.475 & 6.32081 & -5.39581 \tabularnewline
143 & 104 & 105.289 & 104.896 & 0.392865 & -1.2887 \tabularnewline
144 & 101.6 & 101.918 & 104.629 & -2.71081 & -0.318356 \tabularnewline
145 & 99.4 & 99.7429 & 105.004 & -5.2613 & -0.342865 \tabularnewline
146 & 102.3 & 101.565 & 105.15 & -3.58459 & 0.734586 \tabularnewline
147 & 121.3 & 112.927 & 104.775 & 8.15218 & 8.37282 \tabularnewline
148 & 99.3 & 104.983 & 104.746 & 0.237075 & -5.68291 \tabularnewline
149 & 102.9 & 104.497 & 105.037 & -0.540008 & -1.59749 \tabularnewline
150 & 111.4 & 111.902 & 104.825 & 7.07744 & -0.502439 \tabularnewline
151 & 98.5 & 96.7875 & 104.508 & -7.72086 & 1.71253 \tabularnewline
152 & 98.5 & 95.4188 & 104.221 & -8.80199 & 3.08115 \tabularnewline
153 & 108.5 & 109.935 & 103.496 & 6.43919 & -1.43502 \tabularnewline
154 & 112.1 & 109.692 & 103.371 & 6.32081 & 2.40836 \tabularnewline
155 & 105.3 & 104.285 & 103.892 & 0.392865 & 1.01547 \tabularnewline
156 & 95.2 & 101.343 & 104.054 & -2.71081 & -6.14336 \tabularnewline
157 & 98.2 & 99.047 & 104.308 & -5.2613 & -0.847032 \tabularnewline
158 & 96.6 & 100.799 & 104.383 & -3.58459 & -4.19875 \tabularnewline
159 & 109.6 & 112.406 & 104.254 & 8.15218 & -2.80635 \tabularnewline
160 & 108 & 104.716 & 104.479 & 0.237075 & 3.28376 \tabularnewline
161 & 106.7 & 104.168 & 104.708 & -0.540008 & 2.53168 \tabularnewline
162 & 111.5 & 112.057 & 104.979 & 7.07744 & -0.556606 \tabularnewline
163 & 104.5 & 97.625 & 105.346 & -7.72086 & 6.87503 \tabularnewline
164 & 94.3 & 97.0022 & 105.804 & -8.80199 & -2.70218 \tabularnewline
165 & 109.6 & 112.668 & 106.229 & 6.43919 & -3.06836 \tabularnewline
166 & 116.4 & 112.796 & 106.475 & 6.32081 & 3.60419 \tabularnewline
167 & 106.5 & 107.064 & 106.671 & 0.392865 & -0.563699 \tabularnewline
168 & 100.5 & 104.173 & 106.883 & -2.71081 & -3.67252 \tabularnewline
169 & 101.7 & 101.68 & 106.942 & -5.2613 & 0.0196347 \tabularnewline
170 & 104.1 & 103.236 & 106.821 & -3.58459 & 0.863752 \tabularnewline
171 & 112.3 & 115.402 & 107.25 & 8.15218 & -3.10218 \tabularnewline
172 & 111.2 & 108.029 & 107.792 & 0.237075 & 3.17126 \tabularnewline
173 & 108.2 & 107.339 & 107.879 & -0.540008 & 0.860842 \tabularnewline
174 & 115.1 & 115.161 & 108.083 & 7.07744 & -0.0607728 \tabularnewline
175 & 102.3 & 100.554 & 108.275 & -7.72086 & 1.74586 \tabularnewline
176 & 93.6 & 99.298 & 108.1 & -8.80199 & -5.69801 \tabularnewline
177 & 120.6 & 114.673 & 108.233 & 6.43919 & 5.92748 \tabularnewline
178 & 118.4 & 114.854 & 108.533 & 6.32081 & 3.54586 \tabularnewline
179 & 106.6 & 108.739 & 108.346 & 0.392865 & -2.1387 \tabularnewline
180 & 105.3 & 105.56 & 108.271 & -2.71081 & -0.260022 \tabularnewline
181 & 101.5 & 103.097 & 108.358 & -5.2613 & -1.59703 \tabularnewline
182 & 100.1 & 104.907 & 108.492 & -3.58459 & -4.80708 \tabularnewline
183 & 119.5 & 116.777 & 108.625 & 8.15218 & 2.72282 \tabularnewline
184 & 111.2 & 108.779 & 108.542 & 0.237075 & 2.42126 \tabularnewline
185 & 103.7 & 108.11 & 108.65 & -0.540008 & -4.40999 \tabularnewline
186 & 117.8 & 115.894 & 108.817 & 7.07744 & 1.90589 \tabularnewline
187 & 101.7 & 101.071 & 108.792 & -7.72086 & 0.629193 \tabularnewline
188 & 97.4 & 100.298 & 109.1 & -8.80199 & -2.89801 \tabularnewline
189 & 120 & 115.864 & 109.425 & 6.43919 & 4.13581 \tabularnewline
190 & 117 & 115.812 & 109.492 & 6.32081 & 1.18753 \tabularnewline
191 & 110.6 & 110.164 & 109.771 & 0.392865 & 0.436301 \tabularnewline
192 & 105.3 & 107.493 & 110.204 & -2.71081 & -2.19336 \tabularnewline
193 & 100.9 & 105.16 & 110.421 & -5.2613 & -4.25953 \tabularnewline
194 & 108.1 & 107.078 & 110.662 & -3.58459 & 1.02209 \tabularnewline
195 & 119.3 & 119.044 & 110.892 & 8.15218 & 0.256154 \tabularnewline
196 & 113 & 110.941 & 110.704 & 0.237075 & 2.05876 \tabularnewline
197 & 108.6 & 110.06 & 110.6 & -0.540008 & -1.45999 \tabularnewline
198 & 123.3 & 118.173 & 111.096 & 7.07744 & 5.12673 \tabularnewline
199 & 101.4 & 104 & 111.721 & -7.72086 & -2.59997 \tabularnewline
200 & 103.5 & 103.223 & 112.025 & -8.80199 & 0.276988 \tabularnewline
201 & 119.4 & 118.964 & 112.525 & 6.43919 & 0.435811 \tabularnewline
202 & 113.1 & 119.062 & 112.742 & 6.32081 & -5.96247 \tabularnewline
203 & 112 & 113.326 & 112.933 & 0.392865 & -1.3262 \tabularnewline
204 & 115.8 & 110.627 & 113.337 & -2.71081 & 5.17331 \tabularnewline
205 & 105.4 & 108.26 & 113.521 & -5.2613 & -2.85953 \tabularnewline
206 & 110.9 & 110.286 & 113.871 & -3.58459 & 0.613752 \tabularnewline
207 & 128.5 & NA & NA & 8.15218 & NA \tabularnewline
208 & 109 & NA & NA & 0.237075 & NA \tabularnewline
209 & 117.2 & NA & NA & -0.540008 & NA \tabularnewline
210 & 124.4 & NA & NA & 7.07744 & NA \tabularnewline
211 & 104.7 & NA & NA & -7.72086 & NA \tabularnewline
212 & 108.6 & NA & NA & -8.80199 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=309652&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]58.4[/C][C]NA[/C][C]NA[/C][C]-5.2613[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]64.8[/C][C]NA[/C][C]NA[/C][C]-3.58459[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]73.8[/C][C]NA[/C][C]NA[/C][C]8.15218[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]65[/C][C]NA[/C][C]NA[/C][C]0.237075[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]73[/C][C]NA[/C][C]NA[/C][C]-0.540008[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]71.1[/C][C]NA[/C][C]NA[/C][C]7.07744[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]58.2[/C][C]61.325[/C][C]69.0458[/C][C]-7.72086[/C][C]-3.12497[/C][/ROW]
[ROW][C]8[/C][C]64[/C][C]61.148[/C][C]69.95[/C][C]-8.80199[/C][C]2.85199[/C][/ROW]
[ROW][C]9[/C][C]75[/C][C]76.9475[/C][C]70.5083[/C][C]6.43919[/C][C]-1.94752[/C][/ROW]
[ROW][C]10[/C][C]74.9[/C][C]77.3083[/C][C]70.9875[/C][C]6.32081[/C][C]-2.40831[/C][/ROW]
[ROW][C]11[/C][C]75[/C][C]71.7595[/C][C]71.3667[/C][C]0.392865[/C][C]3.24047[/C][/ROW]
[ROW][C]12[/C][C]68.3[/C][C]69.1559[/C][C]71.8667[/C][C]-2.71081[/C][C]-0.855856[/C][/ROW]
[ROW][C]13[/C][C]72.5[/C][C]67.2137[/C][C]72.475[/C][C]-5.2613[/C][C]5.2863[/C][/ROW]
[ROW][C]14[/C][C]72.4[/C][C]69.3029[/C][C]72.8875[/C][C]-3.58459[/C][C]3.09709[/C][/ROW]
[ROW][C]15[/C][C]79.6[/C][C]81.1647[/C][C]73.0125[/C][C]8.15218[/C][C]-1.56468[/C][/ROW]
[ROW][C]16[/C][C]70.7[/C][C]73.3621[/C][C]73.125[/C][C]0.237075[/C][C]-2.66207[/C][/ROW]
[ROW][C]17[/C][C]76.4[/C][C]72.6683[/C][C]73.2083[/C][C]-0.540008[/C][C]3.73168[/C][/ROW]
[ROW][C]18[/C][C]79.7[/C][C]80.0983[/C][C]73.0208[/C][C]7.07744[/C][C]-0.398273[/C][/ROW]
[ROW][C]19[/C][C]64.2[/C][C]65.0708[/C][C]72.7917[/C][C]-7.72086[/C][C]-0.870807[/C][/ROW]
[ROW][C]20[/C][C]67.9[/C][C]63.7647[/C][C]72.5667[/C][C]-8.80199[/C][C]4.13532[/C][/ROW]
[ROW][C]21[/C][C]74.1[/C][C]78.7725[/C][C]72.3333[/C][C]6.43919[/C][C]-4.67252[/C][/ROW]
[ROW][C]22[/C][C]78.5[/C][C]78.7416[/C][C]72.4208[/C][C]6.32081[/C][C]-0.24164[/C][/ROW]
[ROW][C]23[/C][C]73.4[/C][C]72.9179[/C][C]72.525[/C][C]0.392865[/C][C]0.482135[/C][/ROW]
[ROW][C]24[/C][C]65.4[/C][C]69.56[/C][C]72.2708[/C][C]-2.71081[/C][C]-4.16002[/C][/ROW]
[ROW][C]25[/C][C]69.9[/C][C]67.0179[/C][C]72.2792[/C][C]-5.2613[/C][C]2.88213[/C][/ROW]
[ROW][C]26[/C][C]69.6[/C][C]68.7571[/C][C]72.3417[/C][C]-3.58459[/C][C]0.842919[/C][/ROW]
[ROW][C]27[/C][C]76.8[/C][C]80.5105[/C][C]72.3583[/C][C]8.15218[/C][C]-3.71051[/C][/ROW]
[ROW][C]28[/C][C]75.6[/C][C]72.8454[/C][C]72.6083[/C][C]0.237075[/C][C]2.75459[/C][/ROW]
[ROW][C]29[/C][C]74[/C][C]72.21[/C][C]72.75[/C][C]-0.540008[/C][C]1.79001[/C][/ROW]
[ROW][C]30[/C][C]76[/C][C]79.9733[/C][C]72.8958[/C][C]7.07744[/C][C]-3.97327[/C][/ROW]
[ROW][C]31[/C][C]68.1[/C][C]65.4541[/C][C]73.175[/C][C]-7.72086[/C][C]2.64586[/C][/ROW]
[ROW][C]32[/C][C]65.5[/C][C]64.5938[/C][C]73.3958[/C][C]-8.80199[/C][C]0.906154[/C][/ROW]
[ROW][C]33[/C][C]76.9[/C][C]79.9767[/C][C]73.5375[/C][C]6.43919[/C][C]-3.07669[/C][/ROW]
[ROW][C]34[/C][C]81.7[/C][C]79.9583[/C][C]73.6375[/C][C]6.32081[/C][C]1.74169[/C][/ROW]
[ROW][C]35[/C][C]73.6[/C][C]73.9762[/C][C]73.5833[/C][C]0.392865[/C][C]-0.376199[/C][/ROW]
[ROW][C]36[/C][C]68.7[/C][C]70.8475[/C][C]73.5583[/C][C]-2.71081[/C][C]-2.14752[/C][/ROW]
[ROW][C]37[/C][C]73.3[/C][C]68.4429[/C][C]73.7042[/C][C]-5.2613[/C][C]4.85713[/C][/ROW]
[ROW][C]38[/C][C]71.5[/C][C]70.1362[/C][C]73.7208[/C][C]-3.58459[/C][C]1.36375[/C][/ROW]
[ROW][C]39[/C][C]78.3[/C][C]81.9938[/C][C]73.8417[/C][C]8.15218[/C][C]-3.69385[/C][/ROW]
[ROW][C]40[/C][C]76.5[/C][C]74.2954[/C][C]74.0583[/C][C]0.237075[/C][C]2.20459[/C][/ROW]
[ROW][C]41[/C][C]71.8[/C][C]73.5308[/C][C]74.0708[/C][C]-0.540008[/C][C]-1.73082[/C][/ROW]
[ROW][C]42[/C][C]77.6[/C][C]81.5191[/C][C]74.4417[/C][C]7.07744[/C][C]-3.91911[/C][/ROW]
[ROW][C]43[/C][C]70[/C][C]67.0041[/C][C]74.725[/C][C]-7.72086[/C][C]2.99586[/C][/ROW]
[ROW][C]44[/C][C]64[/C][C]65.9563[/C][C]74.7583[/C][C]-8.80199[/C][C]-1.95635[/C][/ROW]
[ROW][C]45[/C][C]81.3[/C][C]81.7434[/C][C]75.3042[/C][C]6.43919[/C][C]-0.443356[/C][/ROW]
[ROW][C]46[/C][C]82.5[/C][C]82.2291[/C][C]75.9083[/C][C]6.32081[/C][C]0.27086[/C][/ROW]
[ROW][C]47[/C][C]73.1[/C][C]76.6637[/C][C]76.2708[/C][C]0.392865[/C][C]-3.5637[/C][/ROW]
[ROW][C]48[/C][C]78.1[/C][C]74.2309[/C][C]76.9417[/C][C]-2.71081[/C][C]3.86914[/C][/ROW]
[ROW][C]49[/C][C]70.7[/C][C]72.3804[/C][C]77.6417[/C][C]-5.2613[/C][C]-1.68037[/C][/ROW]
[ROW][C]50[/C][C]74.9[/C][C]74.7029[/C][C]78.2875[/C][C]-3.58459[/C][C]0.197086[/C][/ROW]
[ROW][C]51[/C][C]88[/C][C]87.2563[/C][C]79.1042[/C][C]8.15218[/C][C]0.743654[/C][/ROW]
[ROW][C]52[/C][C]81.3[/C][C]79.9371[/C][C]79.7[/C][C]0.237075[/C][C]1.36293[/C][/ROW]
[ROW][C]53[/C][C]75.7[/C][C]79.885[/C][C]80.425[/C][C]-0.540008[/C][C]-4.18499[/C][/ROW]
[ROW][C]54[/C][C]89.8[/C][C]88.3941[/C][C]81.3167[/C][C]7.07744[/C][C]1.40589[/C][/ROW]
[ROW][C]55[/C][C]74.6[/C][C]74.4041[/C][C]82.125[/C][C]-7.72086[/C][C]0.19586[/C][/ROW]
[ROW][C]56[/C][C]74.9[/C][C]73.9022[/C][C]82.7042[/C][C]-8.80199[/C][C]0.997821[/C][/ROW]
[ROW][C]57[/C][C]90[/C][C]89.3934[/C][C]82.9542[/C][C]6.43919[/C][C]0.606644[/C][/ROW]
[ROW][C]58[/C][C]88.1[/C][C]89.5625[/C][C]83.2417[/C][C]6.32081[/C][C]-1.46247[/C][/ROW]
[ROW][C]59[/C][C]84.9[/C][C]84.0679[/C][C]83.675[/C][C]0.392865[/C][C]0.832135[/C][/ROW]
[ROW][C]60[/C][C]87.7[/C][C]81.2975[/C][C]84.0083[/C][C]-2.71081[/C][C]6.40248[/C][/ROW]
[ROW][C]61[/C][C]80.5[/C][C]78.7387[/C][C]84[/C][C]-5.2613[/C][C]1.7613[/C][/ROW]
[ROW][C]62[/C][C]79[/C][C]80.3487[/C][C]83.9333[/C][C]-3.58459[/C][C]-1.34875[/C][/ROW]
[ROW][C]63[/C][C]89.9[/C][C]92.2397[/C][C]84.0875[/C][C]8.15218[/C][C]-2.33968[/C][/ROW]
[ROW][C]64[/C][C]86.3[/C][C]84.3829[/C][C]84.1458[/C][C]0.237075[/C][C]1.91709[/C][/ROW]
[ROW][C]65[/C][C]81.1[/C][C]83.7517[/C][C]84.2917[/C][C]-0.540008[/C][C]-2.65166[/C][/ROW]
[ROW][C]66[/C][C]92.4[/C][C]91.6024[/C][C]84.525[/C][C]7.07744[/C][C]0.797561[/C][/ROW]
[ROW][C]67[/C][C]71.8[/C][C]76.9833[/C][C]84.7042[/C][C]-7.72086[/C][C]-5.18331[/C][/ROW]
[ROW][C]68[/C][C]76.1[/C][C]76.2855[/C][C]85.0875[/C][C]-8.80199[/C][C]-0.185512[/C][/ROW]
[ROW][C]69[/C][C]92.5[/C][C]92.1517[/C][C]85.7125[/C][C]6.43919[/C][C]0.348311[/C][/ROW]
[ROW][C]70[/C][C]87[/C][C]92.3416[/C][C]86.0208[/C][C]6.32081[/C][C]-5.34164[/C][/ROW]
[ROW][C]71[/C][C]89.5[/C][C]86.8262[/C][C]86.4333[/C][C]0.392865[/C][C]2.6738[/C][/ROW]
[ROW][C]72[/C][C]88.7[/C][C]84.4225[/C][C]87.1333[/C][C]-2.71081[/C][C]4.27748[/C][/ROW]
[ROW][C]73[/C][C]83.8[/C][C]82.347[/C][C]87.6083[/C][C]-5.2613[/C][C]1.45297[/C][/ROW]
[ROW][C]74[/C][C]84.9[/C][C]84.5237[/C][C]88.1083[/C][C]-3.58459[/C][C]0.376252[/C][/ROW]
[ROW][C]75[/C][C]99[/C][C]96.6688[/C][C]88.5167[/C][C]8.15218[/C][C]2.33115[/C][/ROW]
[ROW][C]76[/C][C]84.6[/C][C]89.4579[/C][C]89.2208[/C][C]0.237075[/C][C]-4.85791[/C][/ROW]
[ROW][C]77[/C][C]92.7[/C][C]89.4975[/C][C]90.0375[/C][C]-0.540008[/C][C]3.20251[/C][/ROW]
[ROW][C]78[/C][C]97.6[/C][C]97.4691[/C][C]90.3917[/C][C]7.07744[/C][C]0.130894[/C][/ROW]
[ROW][C]79[/C][C]78[/C][C]83.0625[/C][C]90.7833[/C][C]-7.72086[/C][C]-5.06247[/C][/ROW]
[ROW][C]80[/C][C]81.9[/C][C]82.498[/C][C]91.3[/C][C]-8.80199[/C][C]-0.598012[/C][/ROW]
[ROW][C]81[/C][C]96.5[/C][C]98.0934[/C][C]91.6542[/C][C]6.43919[/C][C]-1.59336[/C][/ROW]
[ROW][C]82[/C][C]99.9[/C][C]98.4166[/C][C]92.0958[/C][C]6.32081[/C][C]1.48336[/C][/ROW]
[ROW][C]83[/C][C]96.2[/C][C]92.922[/C][C]92.5292[/C][C]0.392865[/C][C]3.27797[/C][/ROW]
[ROW][C]84[/C][C]90.5[/C][C]90.2517[/C][C]92.9625[/C][C]-2.71081[/C][C]0.248311[/C][/ROW]
[ROW][C]85[/C][C]91.4[/C][C]88.5012[/C][C]93.7625[/C][C]-5.2613[/C][C]2.8988[/C][/ROW]
[ROW][C]86[/C][C]89.7[/C][C]91.0404[/C][C]94.625[/C][C]-3.58459[/C][C]-1.34041[/C][/ROW]
[ROW][C]87[/C][C]102.7[/C][C]103.29[/C][C]95.1375[/C][C]8.15218[/C][C]-0.589679[/C][/ROW]
[ROW][C]88[/C][C]91.5[/C][C]96.0121[/C][C]95.775[/C][C]0.237075[/C][C]-4.51207[/C][/ROW]
[ROW][C]89[/C][C]96.2[/C][C]95.9225[/C][C]96.4625[/C][C]-0.540008[/C][C]0.277508[/C][/ROW]
[ROW][C]90[/C][C]104.5[/C][C]103.915[/C][C]96.8375[/C][C]7.07744[/C][C]0.585061[/C][/ROW]
[ROW][C]91[/C][C]90.3[/C][C]89.6541[/C][C]97.375[/C][C]-7.72086[/C][C]0.64586[/C][/ROW]
[ROW][C]92[/C][C]90.3[/C][C]89.4605[/C][C]98.2625[/C][C]-8.80199[/C][C]0.839488[/C][/ROW]
[ROW][C]93[/C][C]100.4[/C][C]105.281[/C][C]98.8417[/C][C]6.43919[/C][C]-4.88086[/C][/ROW]
[ROW][C]94[/C][C]111.3[/C][C]105.95[/C][C]99.6292[/C][C]6.32081[/C][C]5.35003[/C][/ROW]
[ROW][C]95[/C][C]101.3[/C][C]100.955[/C][C]100.563[/C][C]0.392865[/C][C]0.344635[/C][/ROW]
[ROW][C]96[/C][C]94.4[/C][C]98.2475[/C][C]100.958[/C][C]-2.71081[/C][C]-3.84752[/C][/ROW]
[ROW][C]97[/C][C]100.4[/C][C]96.222[/C][C]101.483[/C][C]-5.2613[/C][C]4.17797[/C][/ROW]
[ROW][C]98[/C][C]102[/C][C]98.1779[/C][C]101.762[/C][C]-3.58459[/C][C]3.82209[/C][/ROW]
[ROW][C]99[/C][C]104.3[/C][C]110.327[/C][C]102.175[/C][C]8.15218[/C][C]-6.02718[/C][/ROW]
[ROW][C]100[/C][C]108.8[/C][C]102.816[/C][C]102.579[/C][C]0.237075[/C][C]5.98376[/C][/ROW]
[ROW][C]101[/C][C]101.3[/C][C]101.602[/C][C]102.142[/C][C]-0.540008[/C][C]-0.301658[/C][/ROW]
[ROW][C]102[/C][C]108.9[/C][C]108.857[/C][C]101.779[/C][C]7.07744[/C][C]0.0433938[/C][/ROW]
[ROW][C]103[/C][C]98.5[/C][C]93.2458[/C][C]100.967[/C][C]-7.72086[/C][C]5.25419[/C][/ROW]
[ROW][C]104[/C][C]88.8[/C][C]90.5855[/C][C]99.3875[/C][C]-8.80199[/C][C]-1.78551[/C][/ROW]
[ROW][C]105[/C][C]111.8[/C][C]104.643[/C][C]98.2042[/C][C]6.43919[/C][C]7.15664[/C][/ROW]
[ROW][C]106[/C][C]109.6[/C][C]103.162[/C][C]96.8417[/C][C]6.32081[/C][C]6.43753[/C][/ROW]
[ROW][C]107[/C][C]92.5[/C][C]95.7804[/C][C]95.3875[/C][C]0.392865[/C][C]-3.28037[/C][/ROW]
[ROW][C]108[/C][C]94.5[/C][C]91.5725[/C][C]94.2833[/C][C]-2.71081[/C][C]2.92748[/C][/ROW]
[ROW][C]109[/C][C]80.8[/C][C]87.7387[/C][C]93[/C][C]-5.2613[/C][C]-6.9387[/C][/ROW]
[ROW][C]110[/C][C]83.7[/C][C]88.3654[/C][C]91.95[/C][C]-3.58459[/C][C]-4.66541[/C][/ROW]
[ROW][C]111[/C][C]94.2[/C][C]99.1063[/C][C]90.9542[/C][C]8.15218[/C][C]-4.90635[/C][/ROW]
[ROW][C]112[/C][C]86.2[/C][C]89.9704[/C][C]89.7333[/C][C]0.237075[/C][C]-3.77041[/C][/ROW]
[ROW][C]113[/C][C]89[/C][C]88.585[/C][C]89.125[/C][C]-0.540008[/C][C]0.415008[/C][/ROW]
[ROW][C]114[/C][C]94.7[/C][C]95.9858[/C][C]88.9083[/C][C]7.07744[/C][C]-1.28577[/C][/ROW]
[ROW][C]115[/C][C]81.9[/C][C]81.225[/C][C]88.9458[/C][C]-7.72086[/C][C]0.675027[/C][/ROW]
[ROW][C]116[/C][C]80.2[/C][C]80.8022[/C][C]89.6042[/C][C]-8.80199[/C][C]-0.602179[/C][/ROW]
[ROW][C]117[/C][C]96.5[/C][C]97.0475[/C][C]90.6083[/C][C]6.43919[/C][C]-0.547522[/C][/ROW]
[ROW][C]118[/C][C]95.6[/C][C]97.925[/C][C]91.6042[/C][C]6.32081[/C][C]-2.32497[/C][/ROW]
[ROW][C]119[/C][C]91.9[/C][C]92.6512[/C][C]92.2583[/C][C]0.392865[/C][C]-0.751199[/C][/ROW]
[ROW][C]120[/C][C]89.9[/C][C]90.4892[/C][C]93.2[/C][C]-2.71081[/C][C]-0.589189[/C][/ROW]
[ROW][C]121[/C][C]86.3[/C][C]89.0679[/C][C]94.3292[/C][C]-5.2613[/C][C]-2.76787[/C][/ROW]
[ROW][C]122[/C][C]94[/C][C]91.6529[/C][C]95.2375[/C][C]-3.58459[/C][C]2.34709[/C][/ROW]
[ROW][C]123[/C][C]108[/C][C]104.406[/C][C]96.2542[/C][C]8.15218[/C][C]3.59365[/C][/ROW]
[ROW][C]124[/C][C]96.3[/C][C]97.4871[/C][C]97.25[/C][C]0.237075[/C][C]-1.18707[/C][/ROW]
[ROW][C]125[/C][C]94.6[/C][C]97.7558[/C][C]98.2958[/C][C]-0.540008[/C][C]-3.15582[/C][/ROW]
[ROW][C]126[/C][C]111.7[/C][C]106.523[/C][C]99.4458[/C][C]7.07744[/C][C]5.17673[/C][/ROW]
[ROW][C]127[/C][C]92[/C][C]92.7666[/C][C]100.488[/C][C]-7.72086[/C][C]-0.76664[/C][/ROW]
[ROW][C]128[/C][C]91.9[/C][C]92.523[/C][C]101.325[/C][C]-8.80199[/C][C]-0.623012[/C][/ROW]
[ROW][C]129[/C][C]109.2[/C][C]108.831[/C][C]102.392[/C][C]6.43919[/C][C]0.369144[/C][/ROW]
[ROW][C]130[/C][C]106.8[/C][C]109.729[/C][C]103.408[/C][C]6.32081[/C][C]-2.92914[/C][/ROW]
[ROW][C]131[/C][C]105.8[/C][C]104.851[/C][C]104.458[/C][C]0.392865[/C][C]0.948801[/C][/ROW]
[ROW][C]132[/C][C]103.6[/C][C]102.348[/C][C]105.058[/C][C]-2.71081[/C][C]1.25248[/C][/ROW]
[ROW][C]133[/C][C]97.6[/C][C]99.6804[/C][C]104.942[/C][C]-5.2613[/C][C]-2.08037[/C][/ROW]
[ROW][C]134[/C][C]102.8[/C][C]101.757[/C][C]105.342[/C][C]-3.58459[/C][C]1.04292[/C][/ROW]
[ROW][C]135[/C][C]124.8[/C][C]114.115[/C][C]105.962[/C][C]8.15218[/C][C]10.6853[/C][/ROW]
[ROW][C]136[/C][C]103.9[/C][C]106.42[/C][C]106.183[/C][C]0.237075[/C][C]-2.52041[/C][/ROW]
[ROW][C]137[/C][C]112.2[/C][C]105.552[/C][C]106.092[/C][C]-0.540008[/C][C]6.64834[/C][/ROW]
[ROW][C]138[/C][C]108.5[/C][C]113.011[/C][C]105.933[/C][C]7.07744[/C][C]-4.51077[/C][/ROW]
[ROW][C]139[/C][C]92.4[/C][C]98.2041[/C][C]105.925[/C][C]-7.72086[/C][C]-5.80414[/C][/ROW]
[ROW][C]140[/C][C]101.1[/C][C]97.1772[/C][C]105.979[/C][C]-8.80199[/C][C]3.92282[/C][/ROW]
[ROW][C]141[/C][C]114.9[/C][C]112.252[/C][C]105.812[/C][C]6.43919[/C][C]2.64831[/C][/ROW]
[ROW][C]142[/C][C]106.4[/C][C]111.796[/C][C]105.475[/C][C]6.32081[/C][C]-5.39581[/C][/ROW]
[ROW][C]143[/C][C]104[/C][C]105.289[/C][C]104.896[/C][C]0.392865[/C][C]-1.2887[/C][/ROW]
[ROW][C]144[/C][C]101.6[/C][C]101.918[/C][C]104.629[/C][C]-2.71081[/C][C]-0.318356[/C][/ROW]
[ROW][C]145[/C][C]99.4[/C][C]99.7429[/C][C]105.004[/C][C]-5.2613[/C][C]-0.342865[/C][/ROW]
[ROW][C]146[/C][C]102.3[/C][C]101.565[/C][C]105.15[/C][C]-3.58459[/C][C]0.734586[/C][/ROW]
[ROW][C]147[/C][C]121.3[/C][C]112.927[/C][C]104.775[/C][C]8.15218[/C][C]8.37282[/C][/ROW]
[ROW][C]148[/C][C]99.3[/C][C]104.983[/C][C]104.746[/C][C]0.237075[/C][C]-5.68291[/C][/ROW]
[ROW][C]149[/C][C]102.9[/C][C]104.497[/C][C]105.037[/C][C]-0.540008[/C][C]-1.59749[/C][/ROW]
[ROW][C]150[/C][C]111.4[/C][C]111.902[/C][C]104.825[/C][C]7.07744[/C][C]-0.502439[/C][/ROW]
[ROW][C]151[/C][C]98.5[/C][C]96.7875[/C][C]104.508[/C][C]-7.72086[/C][C]1.71253[/C][/ROW]
[ROW][C]152[/C][C]98.5[/C][C]95.4188[/C][C]104.221[/C][C]-8.80199[/C][C]3.08115[/C][/ROW]
[ROW][C]153[/C][C]108.5[/C][C]109.935[/C][C]103.496[/C][C]6.43919[/C][C]-1.43502[/C][/ROW]
[ROW][C]154[/C][C]112.1[/C][C]109.692[/C][C]103.371[/C][C]6.32081[/C][C]2.40836[/C][/ROW]
[ROW][C]155[/C][C]105.3[/C][C]104.285[/C][C]103.892[/C][C]0.392865[/C][C]1.01547[/C][/ROW]
[ROW][C]156[/C][C]95.2[/C][C]101.343[/C][C]104.054[/C][C]-2.71081[/C][C]-6.14336[/C][/ROW]
[ROW][C]157[/C][C]98.2[/C][C]99.047[/C][C]104.308[/C][C]-5.2613[/C][C]-0.847032[/C][/ROW]
[ROW][C]158[/C][C]96.6[/C][C]100.799[/C][C]104.383[/C][C]-3.58459[/C][C]-4.19875[/C][/ROW]
[ROW][C]159[/C][C]109.6[/C][C]112.406[/C][C]104.254[/C][C]8.15218[/C][C]-2.80635[/C][/ROW]
[ROW][C]160[/C][C]108[/C][C]104.716[/C][C]104.479[/C][C]0.237075[/C][C]3.28376[/C][/ROW]
[ROW][C]161[/C][C]106.7[/C][C]104.168[/C][C]104.708[/C][C]-0.540008[/C][C]2.53168[/C][/ROW]
[ROW][C]162[/C][C]111.5[/C][C]112.057[/C][C]104.979[/C][C]7.07744[/C][C]-0.556606[/C][/ROW]
[ROW][C]163[/C][C]104.5[/C][C]97.625[/C][C]105.346[/C][C]-7.72086[/C][C]6.87503[/C][/ROW]
[ROW][C]164[/C][C]94.3[/C][C]97.0022[/C][C]105.804[/C][C]-8.80199[/C][C]-2.70218[/C][/ROW]
[ROW][C]165[/C][C]109.6[/C][C]112.668[/C][C]106.229[/C][C]6.43919[/C][C]-3.06836[/C][/ROW]
[ROW][C]166[/C][C]116.4[/C][C]112.796[/C][C]106.475[/C][C]6.32081[/C][C]3.60419[/C][/ROW]
[ROW][C]167[/C][C]106.5[/C][C]107.064[/C][C]106.671[/C][C]0.392865[/C][C]-0.563699[/C][/ROW]
[ROW][C]168[/C][C]100.5[/C][C]104.173[/C][C]106.883[/C][C]-2.71081[/C][C]-3.67252[/C][/ROW]
[ROW][C]169[/C][C]101.7[/C][C]101.68[/C][C]106.942[/C][C]-5.2613[/C][C]0.0196347[/C][/ROW]
[ROW][C]170[/C][C]104.1[/C][C]103.236[/C][C]106.821[/C][C]-3.58459[/C][C]0.863752[/C][/ROW]
[ROW][C]171[/C][C]112.3[/C][C]115.402[/C][C]107.25[/C][C]8.15218[/C][C]-3.10218[/C][/ROW]
[ROW][C]172[/C][C]111.2[/C][C]108.029[/C][C]107.792[/C][C]0.237075[/C][C]3.17126[/C][/ROW]
[ROW][C]173[/C][C]108.2[/C][C]107.339[/C][C]107.879[/C][C]-0.540008[/C][C]0.860842[/C][/ROW]
[ROW][C]174[/C][C]115.1[/C][C]115.161[/C][C]108.083[/C][C]7.07744[/C][C]-0.0607728[/C][/ROW]
[ROW][C]175[/C][C]102.3[/C][C]100.554[/C][C]108.275[/C][C]-7.72086[/C][C]1.74586[/C][/ROW]
[ROW][C]176[/C][C]93.6[/C][C]99.298[/C][C]108.1[/C][C]-8.80199[/C][C]-5.69801[/C][/ROW]
[ROW][C]177[/C][C]120.6[/C][C]114.673[/C][C]108.233[/C][C]6.43919[/C][C]5.92748[/C][/ROW]
[ROW][C]178[/C][C]118.4[/C][C]114.854[/C][C]108.533[/C][C]6.32081[/C][C]3.54586[/C][/ROW]
[ROW][C]179[/C][C]106.6[/C][C]108.739[/C][C]108.346[/C][C]0.392865[/C][C]-2.1387[/C][/ROW]
[ROW][C]180[/C][C]105.3[/C][C]105.56[/C][C]108.271[/C][C]-2.71081[/C][C]-0.260022[/C][/ROW]
[ROW][C]181[/C][C]101.5[/C][C]103.097[/C][C]108.358[/C][C]-5.2613[/C][C]-1.59703[/C][/ROW]
[ROW][C]182[/C][C]100.1[/C][C]104.907[/C][C]108.492[/C][C]-3.58459[/C][C]-4.80708[/C][/ROW]
[ROW][C]183[/C][C]119.5[/C][C]116.777[/C][C]108.625[/C][C]8.15218[/C][C]2.72282[/C][/ROW]
[ROW][C]184[/C][C]111.2[/C][C]108.779[/C][C]108.542[/C][C]0.237075[/C][C]2.42126[/C][/ROW]
[ROW][C]185[/C][C]103.7[/C][C]108.11[/C][C]108.65[/C][C]-0.540008[/C][C]-4.40999[/C][/ROW]
[ROW][C]186[/C][C]117.8[/C][C]115.894[/C][C]108.817[/C][C]7.07744[/C][C]1.90589[/C][/ROW]
[ROW][C]187[/C][C]101.7[/C][C]101.071[/C][C]108.792[/C][C]-7.72086[/C][C]0.629193[/C][/ROW]
[ROW][C]188[/C][C]97.4[/C][C]100.298[/C][C]109.1[/C][C]-8.80199[/C][C]-2.89801[/C][/ROW]
[ROW][C]189[/C][C]120[/C][C]115.864[/C][C]109.425[/C][C]6.43919[/C][C]4.13581[/C][/ROW]
[ROW][C]190[/C][C]117[/C][C]115.812[/C][C]109.492[/C][C]6.32081[/C][C]1.18753[/C][/ROW]
[ROW][C]191[/C][C]110.6[/C][C]110.164[/C][C]109.771[/C][C]0.392865[/C][C]0.436301[/C][/ROW]
[ROW][C]192[/C][C]105.3[/C][C]107.493[/C][C]110.204[/C][C]-2.71081[/C][C]-2.19336[/C][/ROW]
[ROW][C]193[/C][C]100.9[/C][C]105.16[/C][C]110.421[/C][C]-5.2613[/C][C]-4.25953[/C][/ROW]
[ROW][C]194[/C][C]108.1[/C][C]107.078[/C][C]110.662[/C][C]-3.58459[/C][C]1.02209[/C][/ROW]
[ROW][C]195[/C][C]119.3[/C][C]119.044[/C][C]110.892[/C][C]8.15218[/C][C]0.256154[/C][/ROW]
[ROW][C]196[/C][C]113[/C][C]110.941[/C][C]110.704[/C][C]0.237075[/C][C]2.05876[/C][/ROW]
[ROW][C]197[/C][C]108.6[/C][C]110.06[/C][C]110.6[/C][C]-0.540008[/C][C]-1.45999[/C][/ROW]
[ROW][C]198[/C][C]123.3[/C][C]118.173[/C][C]111.096[/C][C]7.07744[/C][C]5.12673[/C][/ROW]
[ROW][C]199[/C][C]101.4[/C][C]104[/C][C]111.721[/C][C]-7.72086[/C][C]-2.59997[/C][/ROW]
[ROW][C]200[/C][C]103.5[/C][C]103.223[/C][C]112.025[/C][C]-8.80199[/C][C]0.276988[/C][/ROW]
[ROW][C]201[/C][C]119.4[/C][C]118.964[/C][C]112.525[/C][C]6.43919[/C][C]0.435811[/C][/ROW]
[ROW][C]202[/C][C]113.1[/C][C]119.062[/C][C]112.742[/C][C]6.32081[/C][C]-5.96247[/C][/ROW]
[ROW][C]203[/C][C]112[/C][C]113.326[/C][C]112.933[/C][C]0.392865[/C][C]-1.3262[/C][/ROW]
[ROW][C]204[/C][C]115.8[/C][C]110.627[/C][C]113.337[/C][C]-2.71081[/C][C]5.17331[/C][/ROW]
[ROW][C]205[/C][C]105.4[/C][C]108.26[/C][C]113.521[/C][C]-5.2613[/C][C]-2.85953[/C][/ROW]
[ROW][C]206[/C][C]110.9[/C][C]110.286[/C][C]113.871[/C][C]-3.58459[/C][C]0.613752[/C][/ROW]
[ROW][C]207[/C][C]128.5[/C][C]NA[/C][C]NA[/C][C]8.15218[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]109[/C][C]NA[/C][C]NA[/C][C]0.237075[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]117.2[/C][C]NA[/C][C]NA[/C][C]-0.540008[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]124.4[/C][C]NA[/C][C]NA[/C][C]7.07744[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]104.7[/C][C]NA[/C][C]NA[/C][C]-7.72086[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]108.6[/C][C]NA[/C][C]NA[/C][C]-8.80199[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=309652&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=309652&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	58.4	NA	NA	-5.2613	NA
2	64.8	NA	NA	-3.58459	NA
3	73.8	NA	NA	8.15218	NA
4	65	NA	NA	0.237075	NA
5	73	NA	NA	-0.540008	NA
6	71.1	NA	NA	7.07744	NA
7	58.2	61.325	69.0458	-7.72086	-3.12497
8	64	61.148	69.95	-8.80199	2.85199
9	75	76.9475	70.5083	6.43919	-1.94752
10	74.9	77.3083	70.9875	6.32081	-2.40831
11	75	71.7595	71.3667	0.392865	3.24047
12	68.3	69.1559	71.8667	-2.71081	-0.855856
13	72.5	67.2137	72.475	-5.2613	5.2863
14	72.4	69.3029	72.8875	-3.58459	3.09709
15	79.6	81.1647	73.0125	8.15218	-1.56468
16	70.7	73.3621	73.125	0.237075	-2.66207
17	76.4	72.6683	73.2083	-0.540008	3.73168
18	79.7	80.0983	73.0208	7.07744	-0.398273
19	64.2	65.0708	72.7917	-7.72086	-0.870807
20	67.9	63.7647	72.5667	-8.80199	4.13532
21	74.1	78.7725	72.3333	6.43919	-4.67252
22	78.5	78.7416	72.4208	6.32081	-0.24164
23	73.4	72.9179	72.525	0.392865	0.482135
24	65.4	69.56	72.2708	-2.71081	-4.16002
25	69.9	67.0179	72.2792	-5.2613	2.88213
26	69.6	68.7571	72.3417	-3.58459	0.842919
27	76.8	80.5105	72.3583	8.15218	-3.71051
28	75.6	72.8454	72.6083	0.237075	2.75459
29	74	72.21	72.75	-0.540008	1.79001
30	76	79.9733	72.8958	7.07744	-3.97327
31	68.1	65.4541	73.175	-7.72086	2.64586
32	65.5	64.5938	73.3958	-8.80199	0.906154
33	76.9	79.9767	73.5375	6.43919	-3.07669
34	81.7	79.9583	73.6375	6.32081	1.74169
35	73.6	73.9762	73.5833	0.392865	-0.376199
36	68.7	70.8475	73.5583	-2.71081	-2.14752
37	73.3	68.4429	73.7042	-5.2613	4.85713
38	71.5	70.1362	73.7208	-3.58459	1.36375
39	78.3	81.9938	73.8417	8.15218	-3.69385
40	76.5	74.2954	74.0583	0.237075	2.20459
41	71.8	73.5308	74.0708	-0.540008	-1.73082
42	77.6	81.5191	74.4417	7.07744	-3.91911
43	70	67.0041	74.725	-7.72086	2.99586
44	64	65.9563	74.7583	-8.80199	-1.95635
45	81.3	81.7434	75.3042	6.43919	-0.443356
46	82.5	82.2291	75.9083	6.32081	0.27086
47	73.1	76.6637	76.2708	0.392865	-3.5637
48	78.1	74.2309	76.9417	-2.71081	3.86914
49	70.7	72.3804	77.6417	-5.2613	-1.68037
50	74.9	74.7029	78.2875	-3.58459	0.197086
51	88	87.2563	79.1042	8.15218	0.743654
52	81.3	79.9371	79.7	0.237075	1.36293
53	75.7	79.885	80.425	-0.540008	-4.18499
54	89.8	88.3941	81.3167	7.07744	1.40589
55	74.6	74.4041	82.125	-7.72086	0.19586
56	74.9	73.9022	82.7042	-8.80199	0.997821
57	90	89.3934	82.9542	6.43919	0.606644
58	88.1	89.5625	83.2417	6.32081	-1.46247
59	84.9	84.0679	83.675	0.392865	0.832135
60	87.7	81.2975	84.0083	-2.71081	6.40248
61	80.5	78.7387	84	-5.2613	1.7613
62	79	80.3487	83.9333	-3.58459	-1.34875
63	89.9	92.2397	84.0875	8.15218	-2.33968
64	86.3	84.3829	84.1458	0.237075	1.91709
65	81.1	83.7517	84.2917	-0.540008	-2.65166
66	92.4	91.6024	84.525	7.07744	0.797561
67	71.8	76.9833	84.7042	-7.72086	-5.18331
68	76.1	76.2855	85.0875	-8.80199	-0.185512
69	92.5	92.1517	85.7125	6.43919	0.348311
70	87	92.3416	86.0208	6.32081	-5.34164
71	89.5	86.8262	86.4333	0.392865	2.6738
72	88.7	84.4225	87.1333	-2.71081	4.27748
73	83.8	82.347	87.6083	-5.2613	1.45297
74	84.9	84.5237	88.1083	-3.58459	0.376252
75	99	96.6688	88.5167	8.15218	2.33115
76	84.6	89.4579	89.2208	0.237075	-4.85791
77	92.7	89.4975	90.0375	-0.540008	3.20251
78	97.6	97.4691	90.3917	7.07744	0.130894
79	78	83.0625	90.7833	-7.72086	-5.06247
80	81.9	82.498	91.3	-8.80199	-0.598012
81	96.5	98.0934	91.6542	6.43919	-1.59336
82	99.9	98.4166	92.0958	6.32081	1.48336
83	96.2	92.922	92.5292	0.392865	3.27797
84	90.5	90.2517	92.9625	-2.71081	0.248311
85	91.4	88.5012	93.7625	-5.2613	2.8988
86	89.7	91.0404	94.625	-3.58459	-1.34041
87	102.7	103.29	95.1375	8.15218	-0.589679
88	91.5	96.0121	95.775	0.237075	-4.51207
89	96.2	95.9225	96.4625	-0.540008	0.277508
90	104.5	103.915	96.8375	7.07744	0.585061
91	90.3	89.6541	97.375	-7.72086	0.64586
92	90.3	89.4605	98.2625	-8.80199	0.839488
93	100.4	105.281	98.8417	6.43919	-4.88086
94	111.3	105.95	99.6292	6.32081	5.35003
95	101.3	100.955	100.563	0.392865	0.344635
96	94.4	98.2475	100.958	-2.71081	-3.84752
97	100.4	96.222	101.483	-5.2613	4.17797
98	102	98.1779	101.762	-3.58459	3.82209
99	104.3	110.327	102.175	8.15218	-6.02718
100	108.8	102.816	102.579	0.237075	5.98376
101	101.3	101.602	102.142	-0.540008	-0.301658
102	108.9	108.857	101.779	7.07744	0.0433938
103	98.5	93.2458	100.967	-7.72086	5.25419
104	88.8	90.5855	99.3875	-8.80199	-1.78551
105	111.8	104.643	98.2042	6.43919	7.15664
106	109.6	103.162	96.8417	6.32081	6.43753
107	92.5	95.7804	95.3875	0.392865	-3.28037
108	94.5	91.5725	94.2833	-2.71081	2.92748
109	80.8	87.7387	93	-5.2613	-6.9387
110	83.7	88.3654	91.95	-3.58459	-4.66541
111	94.2	99.1063	90.9542	8.15218	-4.90635
112	86.2	89.9704	89.7333	0.237075	-3.77041
113	89	88.585	89.125	-0.540008	0.415008
114	94.7	95.9858	88.9083	7.07744	-1.28577
115	81.9	81.225	88.9458	-7.72086	0.675027
116	80.2	80.8022	89.6042	-8.80199	-0.602179
117	96.5	97.0475	90.6083	6.43919	-0.547522
118	95.6	97.925	91.6042	6.32081	-2.32497
119	91.9	92.6512	92.2583	0.392865	-0.751199
120	89.9	90.4892	93.2	-2.71081	-0.589189
121	86.3	89.0679	94.3292	-5.2613	-2.76787
122	94	91.6529	95.2375	-3.58459	2.34709
123	108	104.406	96.2542	8.15218	3.59365
124	96.3	97.4871	97.25	0.237075	-1.18707
125	94.6	97.7558	98.2958	-0.540008	-3.15582
126	111.7	106.523	99.4458	7.07744	5.17673
127	92	92.7666	100.488	-7.72086	-0.76664
128	91.9	92.523	101.325	-8.80199	-0.623012
129	109.2	108.831	102.392	6.43919	0.369144
130	106.8	109.729	103.408	6.32081	-2.92914
131	105.8	104.851	104.458	0.392865	0.948801
132	103.6	102.348	105.058	-2.71081	1.25248
133	97.6	99.6804	104.942	-5.2613	-2.08037
134	102.8	101.757	105.342	-3.58459	1.04292
135	124.8	114.115	105.962	8.15218	10.6853
136	103.9	106.42	106.183	0.237075	-2.52041
137	112.2	105.552	106.092	-0.540008	6.64834
138	108.5	113.011	105.933	7.07744	-4.51077
139	92.4	98.2041	105.925	-7.72086	-5.80414
140	101.1	97.1772	105.979	-8.80199	3.92282
141	114.9	112.252	105.812	6.43919	2.64831
142	106.4	111.796	105.475	6.32081	-5.39581
143	104	105.289	104.896	0.392865	-1.2887
144	101.6	101.918	104.629	-2.71081	-0.318356
145	99.4	99.7429	105.004	-5.2613	-0.342865
146	102.3	101.565	105.15	-3.58459	0.734586
147	121.3	112.927	104.775	8.15218	8.37282
148	99.3	104.983	104.746	0.237075	-5.68291
149	102.9	104.497	105.037	-0.540008	-1.59749
150	111.4	111.902	104.825	7.07744	-0.502439
151	98.5	96.7875	104.508	-7.72086	1.71253
152	98.5	95.4188	104.221	-8.80199	3.08115
153	108.5	109.935	103.496	6.43919	-1.43502
154	112.1	109.692	103.371	6.32081	2.40836
155	105.3	104.285	103.892	0.392865	1.01547
156	95.2	101.343	104.054	-2.71081	-6.14336
157	98.2	99.047	104.308	-5.2613	-0.847032
158	96.6	100.799	104.383	-3.58459	-4.19875
159	109.6	112.406	104.254	8.15218	-2.80635
160	108	104.716	104.479	0.237075	3.28376
161	106.7	104.168	104.708	-0.540008	2.53168
162	111.5	112.057	104.979	7.07744	-0.556606
163	104.5	97.625	105.346	-7.72086	6.87503
164	94.3	97.0022	105.804	-8.80199	-2.70218
165	109.6	112.668	106.229	6.43919	-3.06836
166	116.4	112.796	106.475	6.32081	3.60419
167	106.5	107.064	106.671	0.392865	-0.563699
168	100.5	104.173	106.883	-2.71081	-3.67252
169	101.7	101.68	106.942	-5.2613	0.0196347
170	104.1	103.236	106.821	-3.58459	0.863752
171	112.3	115.402	107.25	8.15218	-3.10218
172	111.2	108.029	107.792	0.237075	3.17126
173	108.2	107.339	107.879	-0.540008	0.860842
174	115.1	115.161	108.083	7.07744	-0.0607728
175	102.3	100.554	108.275	-7.72086	1.74586
176	93.6	99.298	108.1	-8.80199	-5.69801
177	120.6	114.673	108.233	6.43919	5.92748
178	118.4	114.854	108.533	6.32081	3.54586
179	106.6	108.739	108.346	0.392865	-2.1387
180	105.3	105.56	108.271	-2.71081	-0.260022
181	101.5	103.097	108.358	-5.2613	-1.59703
182	100.1	104.907	108.492	-3.58459	-4.80708
183	119.5	116.777	108.625	8.15218	2.72282
184	111.2	108.779	108.542	0.237075	2.42126
185	103.7	108.11	108.65	-0.540008	-4.40999
186	117.8	115.894	108.817	7.07744	1.90589
187	101.7	101.071	108.792	-7.72086	0.629193
188	97.4	100.298	109.1	-8.80199	-2.89801
189	120	115.864	109.425	6.43919	4.13581
190	117	115.812	109.492	6.32081	1.18753
191	110.6	110.164	109.771	0.392865	0.436301
192	105.3	107.493	110.204	-2.71081	-2.19336
193	100.9	105.16	110.421	-5.2613	-4.25953
194	108.1	107.078	110.662	-3.58459	1.02209
195	119.3	119.044	110.892	8.15218	0.256154
196	113	110.941	110.704	0.237075	2.05876
197	108.6	110.06	110.6	-0.540008	-1.45999
198	123.3	118.173	111.096	7.07744	5.12673
199	101.4	104	111.721	-7.72086	-2.59997
200	103.5	103.223	112.025	-8.80199	0.276988
201	119.4	118.964	112.525	6.43919	0.435811
202	113.1	119.062	112.742	6.32081	-5.96247
203	112	113.326	112.933	0.392865	-1.3262
204	115.8	110.627	113.337	-2.71081	5.17331
205	105.4	108.26	113.521	-5.2613	-2.85953
206	110.9	110.286	113.871	-3.58459	0.613752
207	128.5	NA	NA	8.15218	NA
208	109	NA	NA	0.237075	NA
209	117.2	NA	NA	-0.540008	NA
210	124.4	NA	NA	7.07744	NA
211	104.7	NA	NA	-7.72086	NA
212	108.6	NA	NA	-8.80199	NA

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Figure 3

PNG link

Postscript link

PDF link

Figure 4

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = additive ; par2 = 12 ;

Parameters (R input):

par1 = additive ; par2 = 12 ;

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

par2 <- as.numeric(par2)
x <- ts(x,freq=par2)
m <- decompose(x,type=par1)
m$figure
bitmap(file='test1.png')
plot(m)
dev.off()
mylagmax <- length(x)/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$trend),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$seasonal),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$random),na.action=na.pass,lag.max = mylagmax,main='Random')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
spectrum(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
spectrum(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$trend[!is.na(m$trend)]),main='Trend')
cpgram(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal')
cpgram(as.numeric(m$random[!is.na(m$random)]),main='Random')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Classical Decomposition by Moving Averages',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observations',header=TRUE)
a<-table.element(a,'Fit',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Random',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(m$trend)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
if (par1 == 'additive') a<-table.element(a,signif(m$trend[i]+m$seasonal[i],6)) else a<-table.element(a,signif(m$trend[i]*m$seasonal[i],6))
a<-table.element(a,signif(m$trend[i],6))
a<-table.element(a,signif(m$seasonal[i],6))
a<-table.element(a,signif(m$random[i],6))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code