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

Wed, 06 Dec 2017 20:37:40 +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/06/t15125892423yhfvjou5u1zihj.htm/, Retrieved Tue, 14 May 2024 09:56:23 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=308637, Retrieved Tue, 14 May 2024 09:56:23 +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] [classical decompo...] [2017-12-06 19:37:40] [469a2cadd589b423c2d787db5034925b] [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	3 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 time3 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=308637&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]

3 seconds[/C][/ROW] [ROW]

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=308637&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308637&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	3 seconds
R Server	Big Analytics Cloud Computing Center

Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	62.4	NA	NA	-2.40681	NA
2	67.4	NA	NA	-2.23754	NA
3	76.1	NA	NA	7.80412	NA
4	67.4	NA	NA	-0.371137	NA
5	74.5	NA	NA	-1.29223	NA
6	72.6	NA	NA	4.97808	NA
7	60.5	63.7492	71.2083	-7.45916	-3.24918
8	66.1	63.4734	71.9875	-8.51411	2.62661
9	76.5	77.0132	72.4333	4.5799	-0.513238
10	76.8	78.4854	72.8	5.68537	-1.68537
11	77	73.8109	73.0833	0.727561	3.18911
12	71	71.9934	73.4875	-1.49405	-0.993446
13	74.8	71.6099	74.0167	-2.40681	3.19015
14	73.7	72.1458	74.3833	-2.23754	1.55421
15	80.5	82.2708	74.4667	7.80412	-1.77079
16	71.8	74.1539	74.525	-0.371137	-2.35386
17	76.9	73.2744	74.5667	-1.29223	3.62556
18	79.9	79.3447	74.3667	4.97808	0.555252
19	65.9	66.6992	74.1583	-7.45916	-0.799175
20	69.5	65.4692	73.9833	-8.51411	4.03077
21	75.1	78.3882	73.8083	4.5799	-3.28824
22	79.6	79.6187	73.9333	5.68537	-0.0187066
23	75.2	74.8026	74.075	0.727561	0.397439
24	68	72.3809	73.875	-1.49405	-4.38095
25	72.8	71.4932	73.9	-2.40681	1.30681
26	71.5	71.75	73.9875	-2.23754	-0.249957
27	78.5	81.8208	74.0167	7.80412	-3.32079
28	76.8	73.8664	74.2375	-0.371137	2.93364
29	75.3	73.0703	74.3625	-1.29223	2.22973
30	76.7	79.4656	74.4875	4.97808	-2.76558
31	69.7	67.2825	74.7417	-7.45916	2.41749
32	67.8	66.4526	74.9667	-8.51411	1.34744
33	77.5	79.6882	75.1083	4.5799	-2.18824
34	82.5	80.8854	75.2	5.68537	1.61463
35	75.3	75.8859	75.1583	0.727561	-0.585894
36	70.9	73.6476	75.1417	-1.49405	-2.74761
37	76	72.8932	75.3	-2.40681	3.10681
38	73.7	73.1208	75.3583	-2.23754	0.57921
39	79.7	83.3166	75.5125	7.80412	-3.61662
40	77.8	75.3789	75.75	-0.371137	2.42114
41	73.3	74.4869	75.7792	-1.29223	-1.18694
42	78.3	81.1156	76.1375	4.97808	-2.81558
43	71.9	68.9867	76.4458	-7.45916	2.91332
44	67	67.9901	76.5042	-8.51411	-0.990061
45	82	81.6007	77.0208	4.5799	0.399262
46	83.7	83.2645	77.5792	5.68537	0.43546
47	74.8	78.6234	77.8958	0.727561	-3.82339
48	80	76.9893	78.4833	-1.49405	3.01072
49	74.3	76.6807	79.0875	-2.40681	-2.38069
50	76.8	77.3666	79.6042	-2.23754	-0.566623
51	89	88.0583	80.2542	7.80412	0.94171
52	81.9	80.358	80.7292	-0.371137	1.54197
53	76.8	80.0786	81.3708	-1.29223	-3.2786
54	88.9	87.1989	82.2208	4.97808	1.70109
55	75.8	75.5075	82.9667	-7.45916	0.292491
56	75.5	74.9942	83.5083	-8.51411	0.505773
57	89.1	88.3341	83.7542	4.5799	0.765929
58	88	89.6895	84.0042	5.68537	-1.68954
59	85.9	85.1276	84.4	0.727561	0.772439
60	89.3	83.2143	84.7083	-1.49405	6.08572
61	82.9	82.3015	84.7083	-2.40681	0.598481
62	81.2	82.4166	84.6542	-2.23754	-1.21662
63	90.5	92.5833	84.7792	7.80412	-2.08329
64	86.4	84.4455	84.8167	-0.371137	1.95447
65	81.8	83.6411	84.9333	-1.29223	-1.8411
66	91.3	90.1281	85.15	4.97808	1.17192
67	73.4	77.8992	85.3583	-7.45916	-4.49918
68	76.6	77.2192	85.7333	-8.51411	-0.619227
69	91	90.8841	86.3042	4.5799	0.115929
70	87	92.252	86.5667	5.68537	-5.25204
71	89.7	87.6109	86.8833	0.727561	2.08911
72	90.7	85.9726	87.4667	-1.49405	4.72739
73	86.5	85.4557	87.8625	-2.40681	1.04431
74	86.6	86.05	88.2875	-2.23754	0.550043
75	98.8	96.4416	88.6375	7.80412	2.35838
76	84.4	88.883	89.2542	-0.371137	-4.48303
77	91.4	88.6786	89.9708	-1.29223	2.7214
78	95.7	95.2281	90.25	4.97808	0.471918
79	78.5	83.095	90.5542	-7.45916	-4.59501
80	81.7	82.4651	90.9792	-8.51411	-0.765061
81	94.3	95.8632	91.2833	4.5799	-1.56324
82	98.5	97.4187	91.7333	5.68537	1.08129
83	95.4	92.9192	92.1917	0.727561	2.48077
84	91.7	91.1101	92.6042	-1.49405	0.589887
85	92.8	90.8932	93.3	-2.40681	1.90681
86	90.5	91.825	94.0625	-2.23754	-1.32496
87	102.2	102.346	94.5417	7.80412	-0.14579
88	91.8	94.7414	95.1125	-0.371137	-2.94136
89	95	94.4661	95.7583	-1.29223	0.533898
90	102	101.103	96.125	4.97808	0.896918
91	88.9	89.1492	96.6083	-7.45916	-0.249175
92	89.6	88.8692	97.3833	-8.51411	0.730773
93	97.9	102.409	97.8292	4.5799	-4.50907
94	108.6	104.094	98.4083	5.68537	4.50629
95	100.8	99.8442	99.1167	0.727561	0.955773
96	95.1	97.9018	99.3958	-1.49405	-2.80178
97	101	97.4432	99.85	-2.40681	3.55681
98	100.9	97.8666	100.104	-2.23754	3.03338
99	102.5	108.262	100.458	7.80412	-5.76246
100	105.4	100.437	100.808	-0.371137	4.9628
101	98.4	99.1036	100.396	-1.29223	-0.703602
102	105.3	105.053	100.075	4.97808	0.246918
103	96.5	91.9825	99.4417	-7.45916	4.51749
104	88.1	89.6276	98.1417	-8.51411	-1.52756
105	107.9	101.755	97.175	4.5799	6.1451
106	107	101.735	96.05	5.68537	5.26463
107	92.5	95.5776	94.85	0.727561	-3.07756
108	95.7	92.4601	93.9542	-1.49405	3.23989
109	85.2	90.5057	92.9125	-2.40681	-5.30569
110	85.5	89.9125	92.15	-2.23754	-4.41246
111	94.7	99.2708	91.4667	7.80412	-4.57079
112	86.2	90.1789	90.55	-0.371137	-3.97886
113	88.8	88.8203	90.1125	-1.29223	-0.0202691
114	93.4	94.9822	90.0042	4.97808	-1.58225
115	83.4	82.6242	90.0833	-7.45916	0.775825
116	82.9	82.1817	90.6958	-8.51411	0.718273
117	96.7	96.2549	91.675	4.5799	0.445095
118	96.2	98.3479	92.6625	5.68537	-2.14787
119	92.8	94.0692	93.3417	0.727561	-1.26923
120	92.8	92.7559	94.25	-1.49405	0.0440538
121	90	92.8515	95.2583	-2.40681	-2.85152
122	95.4	93.7708	96.0083	-2.23754	1.62921
123	108.3	104.633	96.8292	7.80412	3.66671
124	96.3	97.2747	97.6458	-0.371137	-0.974696
125	95	97.2661	98.5583	-1.29223	-2.2661
126	109	104.524	99.5458	4.97808	4.47609
127	92	92.9325	100.392	-7.45916	-0.932509
128	92.3	92.5442	101.058	-8.51411	-0.244227
129	107	106.472	101.892	4.5799	0.528429
130	105.5	108.377	102.692	5.68537	-2.87704
131	105.4	104.294	103.567	0.727561	1.10577
132	103.9	102.568	104.063	-1.49405	1.33155
133	99.2	101.522	103.929	-2.40681	-2.32235
134	102.2	102.008	104.246	-2.23754	0.19171
135	121.5	112.567	104.762	7.80412	8.93338
136	102.3	104.562	104.933	-0.371137	-2.2622
137	110	103.529	104.821	-1.29223	6.4714
138	105.9	109.624	104.646	4.97808	-3.72391
139	91.9	97.1658	104.625	-7.45916	-5.26584
140	100	96.2609	104.775	-8.51411	3.73911
141	111.7	109.23	104.65	4.5799	2.4701
142	104.9	109.944	104.258	5.68537	-5.04371
143	103.3	104.415	103.687	0.727561	-1.11506
144	101.8	101.852	103.346	-1.49405	-0.0517795
145	100.8	101.168	103.575	-2.40681	-0.368186
146	104.2	101.354	103.592	-2.23754	2.84588
147	116.5	110.929	103.125	7.80412	5.57088
148	97.9	102.558	102.929	-0.371137	-4.65803
149	100.7	101.704	102.996	-1.29223	-1.0036
150	107	107.649	102.671	4.97808	-0.648915
151	96.3	94.8408	102.3	-7.45916	1.45916
152	96	93.3942	101.908	-8.51411	2.60577
153	104.5	105.834	101.254	4.5799	-1.33407
154	107.4	106.84	101.154	5.68537	0.56046
155	102.4	102.194	101.467	0.727561	0.205773
156	94.9	100.048	101.542	-1.49405	-5.14761
157	98.8	99.3807	101.788	-2.40681	-0.580686
158	96.8	99.6458	101.883	-2.23754	-2.84579
159	108.2	109.575	101.771	7.80412	-1.37496
160	103.8	101.662	102.033	-0.371137	2.1378
161	102.3	101.108	102.4	-1.29223	1.19223
162	107.2	107.791	102.812	4.97808	-0.590582
163	102	95.7533	103.212	-7.45916	6.24666
164	92.6	95.0651	103.579	-8.51411	-2.46506
165	105.2	108.438	103.858	4.5799	-3.23824
166	113	109.648	103.962	5.68537	3.35213
167	105.6	104.803	104.075	0.727561	0.797439
168	101.6	102.681	104.175	-1.49405	-1.08095
169	101.7	101.668	104.075	-2.40681	0.0318142
170	102.7	101.571	103.808	-2.23754	1.12921
171	109	111.804	104	7.80412	-2.80412
172	105.5	103.883	104.254	-0.371137	1.61697
173	103.3	102.77	104.062	-1.29223	0.529731
174	108.6	108.928	103.95	4.97808	-0.328082
175	98.2	96.5242	103.983	-7.45916	1.67582
176	90	95.3026	103.817	-8.51411	-5.30256
177	112.4	108.438	103.858	4.5799	3.96176
178	111.9	109.735	104.05	5.68537	2.16463
179	102.1	104.553	103.825	0.727561	-2.45256
180	102.4	102.181	103.675	-1.49405	0.219054
181	101.7	101.256	103.662	-2.40681	0.444314
182	98.7	101.446	103.683	-2.23754	-2.74579
183	114	111.562	103.758	7.80412	2.43754
184	105.1	103.35	103.721	-0.371137	1.7503
185	98.3	102.633	103.925	-1.29223	-4.33277
186	110	109.17	104.192	4.97808	0.830252
187	96.5	96.8492	104.308	-7.45916	-0.349175
188	92.2	96.2317	104.746	-8.51411	-4.03173
189	112	109.838	105.258	4.5799	2.16176
190	111.4	111.306	105.621	5.68537	0.0937934
191	107.5	106.811	106.083	0.727561	0.689106
192	103.4	105.085	106.579	-1.49405	-1.68511
193	103.5	104.518	106.925	-2.40681	-1.01819
194	107.4	105.192	107.429	-2.23754	2.20838
195	117.6	115.7	107.896	7.80412	1.90004
196	110.2	107.508	107.879	-0.371137	2.69197
197	104.3	106.612	107.904	-1.29223	-2.31194
198	115.9	113.436	108.458	4.97808	2.46359
199	98.9	NA	NA	-7.45916	NA
200	101.9	NA	NA	-8.51411	NA
201	113.5	NA	NA	4.5799	NA
202	109.5	NA	NA	5.68537	NA
203	110	NA	NA	0.727561	NA
204	114.2	NA	NA	-1.49405	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 62.4 & NA & NA & -2.40681 & NA \tabularnewline
2 & 67.4 & NA & NA & -2.23754 & NA \tabularnewline
3 & 76.1 & NA & NA & 7.80412 & NA \tabularnewline
4 & 67.4 & NA & NA & -0.371137 & NA \tabularnewline
5 & 74.5 & NA & NA & -1.29223 & NA \tabularnewline
6 & 72.6 & NA & NA & 4.97808 & NA \tabularnewline
7 & 60.5 & 63.7492 & 71.2083 & -7.45916 & -3.24918 \tabularnewline
8 & 66.1 & 63.4734 & 71.9875 & -8.51411 & 2.62661 \tabularnewline
9 & 76.5 & 77.0132 & 72.4333 & 4.5799 & -0.513238 \tabularnewline
10 & 76.8 & 78.4854 & 72.8 & 5.68537 & -1.68537 \tabularnewline
11 & 77 & 73.8109 & 73.0833 & 0.727561 & 3.18911 \tabularnewline
12 & 71 & 71.9934 & 73.4875 & -1.49405 & -0.993446 \tabularnewline
13 & 74.8 & 71.6099 & 74.0167 & -2.40681 & 3.19015 \tabularnewline
14 & 73.7 & 72.1458 & 74.3833 & -2.23754 & 1.55421 \tabularnewline
15 & 80.5 & 82.2708 & 74.4667 & 7.80412 & -1.77079 \tabularnewline
16 & 71.8 & 74.1539 & 74.525 & -0.371137 & -2.35386 \tabularnewline
17 & 76.9 & 73.2744 & 74.5667 & -1.29223 & 3.62556 \tabularnewline
18 & 79.9 & 79.3447 & 74.3667 & 4.97808 & 0.555252 \tabularnewline
19 & 65.9 & 66.6992 & 74.1583 & -7.45916 & -0.799175 \tabularnewline
20 & 69.5 & 65.4692 & 73.9833 & -8.51411 & 4.03077 \tabularnewline
21 & 75.1 & 78.3882 & 73.8083 & 4.5799 & -3.28824 \tabularnewline
22 & 79.6 & 79.6187 & 73.9333 & 5.68537 & -0.0187066 \tabularnewline
23 & 75.2 & 74.8026 & 74.075 & 0.727561 & 0.397439 \tabularnewline
24 & 68 & 72.3809 & 73.875 & -1.49405 & -4.38095 \tabularnewline
25 & 72.8 & 71.4932 & 73.9 & -2.40681 & 1.30681 \tabularnewline
26 & 71.5 & 71.75 & 73.9875 & -2.23754 & -0.249957 \tabularnewline
27 & 78.5 & 81.8208 & 74.0167 & 7.80412 & -3.32079 \tabularnewline
28 & 76.8 & 73.8664 & 74.2375 & -0.371137 & 2.93364 \tabularnewline
29 & 75.3 & 73.0703 & 74.3625 & -1.29223 & 2.22973 \tabularnewline
30 & 76.7 & 79.4656 & 74.4875 & 4.97808 & -2.76558 \tabularnewline
31 & 69.7 & 67.2825 & 74.7417 & -7.45916 & 2.41749 \tabularnewline
32 & 67.8 & 66.4526 & 74.9667 & -8.51411 & 1.34744 \tabularnewline
33 & 77.5 & 79.6882 & 75.1083 & 4.5799 & -2.18824 \tabularnewline
34 & 82.5 & 80.8854 & 75.2 & 5.68537 & 1.61463 \tabularnewline
35 & 75.3 & 75.8859 & 75.1583 & 0.727561 & -0.585894 \tabularnewline
36 & 70.9 & 73.6476 & 75.1417 & -1.49405 & -2.74761 \tabularnewline
37 & 76 & 72.8932 & 75.3 & -2.40681 & 3.10681 \tabularnewline
38 & 73.7 & 73.1208 & 75.3583 & -2.23754 & 0.57921 \tabularnewline
39 & 79.7 & 83.3166 & 75.5125 & 7.80412 & -3.61662 \tabularnewline
40 & 77.8 & 75.3789 & 75.75 & -0.371137 & 2.42114 \tabularnewline
41 & 73.3 & 74.4869 & 75.7792 & -1.29223 & -1.18694 \tabularnewline
42 & 78.3 & 81.1156 & 76.1375 & 4.97808 & -2.81558 \tabularnewline
43 & 71.9 & 68.9867 & 76.4458 & -7.45916 & 2.91332 \tabularnewline
44 & 67 & 67.9901 & 76.5042 & -8.51411 & -0.990061 \tabularnewline
45 & 82 & 81.6007 & 77.0208 & 4.5799 & 0.399262 \tabularnewline
46 & 83.7 & 83.2645 & 77.5792 & 5.68537 & 0.43546 \tabularnewline
47 & 74.8 & 78.6234 & 77.8958 & 0.727561 & -3.82339 \tabularnewline
48 & 80 & 76.9893 & 78.4833 & -1.49405 & 3.01072 \tabularnewline
49 & 74.3 & 76.6807 & 79.0875 & -2.40681 & -2.38069 \tabularnewline
50 & 76.8 & 77.3666 & 79.6042 & -2.23754 & -0.566623 \tabularnewline
51 & 89 & 88.0583 & 80.2542 & 7.80412 & 0.94171 \tabularnewline
52 & 81.9 & 80.358 & 80.7292 & -0.371137 & 1.54197 \tabularnewline
53 & 76.8 & 80.0786 & 81.3708 & -1.29223 & -3.2786 \tabularnewline
54 & 88.9 & 87.1989 & 82.2208 & 4.97808 & 1.70109 \tabularnewline
55 & 75.8 & 75.5075 & 82.9667 & -7.45916 & 0.292491 \tabularnewline
56 & 75.5 & 74.9942 & 83.5083 & -8.51411 & 0.505773 \tabularnewline
57 & 89.1 & 88.3341 & 83.7542 & 4.5799 & 0.765929 \tabularnewline
58 & 88 & 89.6895 & 84.0042 & 5.68537 & -1.68954 \tabularnewline
59 & 85.9 & 85.1276 & 84.4 & 0.727561 & 0.772439 \tabularnewline
60 & 89.3 & 83.2143 & 84.7083 & -1.49405 & 6.08572 \tabularnewline
61 & 82.9 & 82.3015 & 84.7083 & -2.40681 & 0.598481 \tabularnewline
62 & 81.2 & 82.4166 & 84.6542 & -2.23754 & -1.21662 \tabularnewline
63 & 90.5 & 92.5833 & 84.7792 & 7.80412 & -2.08329 \tabularnewline
64 & 86.4 & 84.4455 & 84.8167 & -0.371137 & 1.95447 \tabularnewline
65 & 81.8 & 83.6411 & 84.9333 & -1.29223 & -1.8411 \tabularnewline
66 & 91.3 & 90.1281 & 85.15 & 4.97808 & 1.17192 \tabularnewline
67 & 73.4 & 77.8992 & 85.3583 & -7.45916 & -4.49918 \tabularnewline
68 & 76.6 & 77.2192 & 85.7333 & -8.51411 & -0.619227 \tabularnewline
69 & 91 & 90.8841 & 86.3042 & 4.5799 & 0.115929 \tabularnewline
70 & 87 & 92.252 & 86.5667 & 5.68537 & -5.25204 \tabularnewline
71 & 89.7 & 87.6109 & 86.8833 & 0.727561 & 2.08911 \tabularnewline
72 & 90.7 & 85.9726 & 87.4667 & -1.49405 & 4.72739 \tabularnewline
73 & 86.5 & 85.4557 & 87.8625 & -2.40681 & 1.04431 \tabularnewline
74 & 86.6 & 86.05 & 88.2875 & -2.23754 & 0.550043 \tabularnewline
75 & 98.8 & 96.4416 & 88.6375 & 7.80412 & 2.35838 \tabularnewline
76 & 84.4 & 88.883 & 89.2542 & -0.371137 & -4.48303 \tabularnewline
77 & 91.4 & 88.6786 & 89.9708 & -1.29223 & 2.7214 \tabularnewline
78 & 95.7 & 95.2281 & 90.25 & 4.97808 & 0.471918 \tabularnewline
79 & 78.5 & 83.095 & 90.5542 & -7.45916 & -4.59501 \tabularnewline
80 & 81.7 & 82.4651 & 90.9792 & -8.51411 & -0.765061 \tabularnewline
81 & 94.3 & 95.8632 & 91.2833 & 4.5799 & -1.56324 \tabularnewline
82 & 98.5 & 97.4187 & 91.7333 & 5.68537 & 1.08129 \tabularnewline
83 & 95.4 & 92.9192 & 92.1917 & 0.727561 & 2.48077 \tabularnewline
84 & 91.7 & 91.1101 & 92.6042 & -1.49405 & 0.589887 \tabularnewline
85 & 92.8 & 90.8932 & 93.3 & -2.40681 & 1.90681 \tabularnewline
86 & 90.5 & 91.825 & 94.0625 & -2.23754 & -1.32496 \tabularnewline
87 & 102.2 & 102.346 & 94.5417 & 7.80412 & -0.14579 \tabularnewline
88 & 91.8 & 94.7414 & 95.1125 & -0.371137 & -2.94136 \tabularnewline
89 & 95 & 94.4661 & 95.7583 & -1.29223 & 0.533898 \tabularnewline
90 & 102 & 101.103 & 96.125 & 4.97808 & 0.896918 \tabularnewline
91 & 88.9 & 89.1492 & 96.6083 & -7.45916 & -0.249175 \tabularnewline
92 & 89.6 & 88.8692 & 97.3833 & -8.51411 & 0.730773 \tabularnewline
93 & 97.9 & 102.409 & 97.8292 & 4.5799 & -4.50907 \tabularnewline
94 & 108.6 & 104.094 & 98.4083 & 5.68537 & 4.50629 \tabularnewline
95 & 100.8 & 99.8442 & 99.1167 & 0.727561 & 0.955773 \tabularnewline
96 & 95.1 & 97.9018 & 99.3958 & -1.49405 & -2.80178 \tabularnewline
97 & 101 & 97.4432 & 99.85 & -2.40681 & 3.55681 \tabularnewline
98 & 100.9 & 97.8666 & 100.104 & -2.23754 & 3.03338 \tabularnewline
99 & 102.5 & 108.262 & 100.458 & 7.80412 & -5.76246 \tabularnewline
100 & 105.4 & 100.437 & 100.808 & -0.371137 & 4.9628 \tabularnewline
101 & 98.4 & 99.1036 & 100.396 & -1.29223 & -0.703602 \tabularnewline
102 & 105.3 & 105.053 & 100.075 & 4.97808 & 0.246918 \tabularnewline
103 & 96.5 & 91.9825 & 99.4417 & -7.45916 & 4.51749 \tabularnewline
104 & 88.1 & 89.6276 & 98.1417 & -8.51411 & -1.52756 \tabularnewline
105 & 107.9 & 101.755 & 97.175 & 4.5799 & 6.1451 \tabularnewline
106 & 107 & 101.735 & 96.05 & 5.68537 & 5.26463 \tabularnewline
107 & 92.5 & 95.5776 & 94.85 & 0.727561 & -3.07756 \tabularnewline
108 & 95.7 & 92.4601 & 93.9542 & -1.49405 & 3.23989 \tabularnewline
109 & 85.2 & 90.5057 & 92.9125 & -2.40681 & -5.30569 \tabularnewline
110 & 85.5 & 89.9125 & 92.15 & -2.23754 & -4.41246 \tabularnewline
111 & 94.7 & 99.2708 & 91.4667 & 7.80412 & -4.57079 \tabularnewline
112 & 86.2 & 90.1789 & 90.55 & -0.371137 & -3.97886 \tabularnewline
113 & 88.8 & 88.8203 & 90.1125 & -1.29223 & -0.0202691 \tabularnewline
114 & 93.4 & 94.9822 & 90.0042 & 4.97808 & -1.58225 \tabularnewline
115 & 83.4 & 82.6242 & 90.0833 & -7.45916 & 0.775825 \tabularnewline
116 & 82.9 & 82.1817 & 90.6958 & -8.51411 & 0.718273 \tabularnewline
117 & 96.7 & 96.2549 & 91.675 & 4.5799 & 0.445095 \tabularnewline
118 & 96.2 & 98.3479 & 92.6625 & 5.68537 & -2.14787 \tabularnewline
119 & 92.8 & 94.0692 & 93.3417 & 0.727561 & -1.26923 \tabularnewline
120 & 92.8 & 92.7559 & 94.25 & -1.49405 & 0.0440538 \tabularnewline
121 & 90 & 92.8515 & 95.2583 & -2.40681 & -2.85152 \tabularnewline
122 & 95.4 & 93.7708 & 96.0083 & -2.23754 & 1.62921 \tabularnewline
123 & 108.3 & 104.633 & 96.8292 & 7.80412 & 3.66671 \tabularnewline
124 & 96.3 & 97.2747 & 97.6458 & -0.371137 & -0.974696 \tabularnewline
125 & 95 & 97.2661 & 98.5583 & -1.29223 & -2.2661 \tabularnewline
126 & 109 & 104.524 & 99.5458 & 4.97808 & 4.47609 \tabularnewline
127 & 92 & 92.9325 & 100.392 & -7.45916 & -0.932509 \tabularnewline
128 & 92.3 & 92.5442 & 101.058 & -8.51411 & -0.244227 \tabularnewline
129 & 107 & 106.472 & 101.892 & 4.5799 & 0.528429 \tabularnewline
130 & 105.5 & 108.377 & 102.692 & 5.68537 & -2.87704 \tabularnewline
131 & 105.4 & 104.294 & 103.567 & 0.727561 & 1.10577 \tabularnewline
132 & 103.9 & 102.568 & 104.063 & -1.49405 & 1.33155 \tabularnewline
133 & 99.2 & 101.522 & 103.929 & -2.40681 & -2.32235 \tabularnewline
134 & 102.2 & 102.008 & 104.246 & -2.23754 & 0.19171 \tabularnewline
135 & 121.5 & 112.567 & 104.762 & 7.80412 & 8.93338 \tabularnewline
136 & 102.3 & 104.562 & 104.933 & -0.371137 & -2.2622 \tabularnewline
137 & 110 & 103.529 & 104.821 & -1.29223 & 6.4714 \tabularnewline
138 & 105.9 & 109.624 & 104.646 & 4.97808 & -3.72391 \tabularnewline
139 & 91.9 & 97.1658 & 104.625 & -7.45916 & -5.26584 \tabularnewline
140 & 100 & 96.2609 & 104.775 & -8.51411 & 3.73911 \tabularnewline
141 & 111.7 & 109.23 & 104.65 & 4.5799 & 2.4701 \tabularnewline
142 & 104.9 & 109.944 & 104.258 & 5.68537 & -5.04371 \tabularnewline
143 & 103.3 & 104.415 & 103.687 & 0.727561 & -1.11506 \tabularnewline
144 & 101.8 & 101.852 & 103.346 & -1.49405 & -0.0517795 \tabularnewline
145 & 100.8 & 101.168 & 103.575 & -2.40681 & -0.368186 \tabularnewline
146 & 104.2 & 101.354 & 103.592 & -2.23754 & 2.84588 \tabularnewline
147 & 116.5 & 110.929 & 103.125 & 7.80412 & 5.57088 \tabularnewline
148 & 97.9 & 102.558 & 102.929 & -0.371137 & -4.65803 \tabularnewline
149 & 100.7 & 101.704 & 102.996 & -1.29223 & -1.0036 \tabularnewline
150 & 107 & 107.649 & 102.671 & 4.97808 & -0.648915 \tabularnewline
151 & 96.3 & 94.8408 & 102.3 & -7.45916 & 1.45916 \tabularnewline
152 & 96 & 93.3942 & 101.908 & -8.51411 & 2.60577 \tabularnewline
153 & 104.5 & 105.834 & 101.254 & 4.5799 & -1.33407 \tabularnewline
154 & 107.4 & 106.84 & 101.154 & 5.68537 & 0.56046 \tabularnewline
155 & 102.4 & 102.194 & 101.467 & 0.727561 & 0.205773 \tabularnewline
156 & 94.9 & 100.048 & 101.542 & -1.49405 & -5.14761 \tabularnewline
157 & 98.8 & 99.3807 & 101.788 & -2.40681 & -0.580686 \tabularnewline
158 & 96.8 & 99.6458 & 101.883 & -2.23754 & -2.84579 \tabularnewline
159 & 108.2 & 109.575 & 101.771 & 7.80412 & -1.37496 \tabularnewline
160 & 103.8 & 101.662 & 102.033 & -0.371137 & 2.1378 \tabularnewline
161 & 102.3 & 101.108 & 102.4 & -1.29223 & 1.19223 \tabularnewline
162 & 107.2 & 107.791 & 102.812 & 4.97808 & -0.590582 \tabularnewline
163 & 102 & 95.7533 & 103.212 & -7.45916 & 6.24666 \tabularnewline
164 & 92.6 & 95.0651 & 103.579 & -8.51411 & -2.46506 \tabularnewline
165 & 105.2 & 108.438 & 103.858 & 4.5799 & -3.23824 \tabularnewline
166 & 113 & 109.648 & 103.962 & 5.68537 & 3.35213 \tabularnewline
167 & 105.6 & 104.803 & 104.075 & 0.727561 & 0.797439 \tabularnewline
168 & 101.6 & 102.681 & 104.175 & -1.49405 & -1.08095 \tabularnewline
169 & 101.7 & 101.668 & 104.075 & -2.40681 & 0.0318142 \tabularnewline
170 & 102.7 & 101.571 & 103.808 & -2.23754 & 1.12921 \tabularnewline
171 & 109 & 111.804 & 104 & 7.80412 & -2.80412 \tabularnewline
172 & 105.5 & 103.883 & 104.254 & -0.371137 & 1.61697 \tabularnewline
173 & 103.3 & 102.77 & 104.062 & -1.29223 & 0.529731 \tabularnewline
174 & 108.6 & 108.928 & 103.95 & 4.97808 & -0.328082 \tabularnewline
175 & 98.2 & 96.5242 & 103.983 & -7.45916 & 1.67582 \tabularnewline
176 & 90 & 95.3026 & 103.817 & -8.51411 & -5.30256 \tabularnewline
177 & 112.4 & 108.438 & 103.858 & 4.5799 & 3.96176 \tabularnewline
178 & 111.9 & 109.735 & 104.05 & 5.68537 & 2.16463 \tabularnewline
179 & 102.1 & 104.553 & 103.825 & 0.727561 & -2.45256 \tabularnewline
180 & 102.4 & 102.181 & 103.675 & -1.49405 & 0.219054 \tabularnewline
181 & 101.7 & 101.256 & 103.662 & -2.40681 & 0.444314 \tabularnewline
182 & 98.7 & 101.446 & 103.683 & -2.23754 & -2.74579 \tabularnewline
183 & 114 & 111.562 & 103.758 & 7.80412 & 2.43754 \tabularnewline
184 & 105.1 & 103.35 & 103.721 & -0.371137 & 1.7503 \tabularnewline
185 & 98.3 & 102.633 & 103.925 & -1.29223 & -4.33277 \tabularnewline
186 & 110 & 109.17 & 104.192 & 4.97808 & 0.830252 \tabularnewline
187 & 96.5 & 96.8492 & 104.308 & -7.45916 & -0.349175 \tabularnewline
188 & 92.2 & 96.2317 & 104.746 & -8.51411 & -4.03173 \tabularnewline
189 & 112 & 109.838 & 105.258 & 4.5799 & 2.16176 \tabularnewline
190 & 111.4 & 111.306 & 105.621 & 5.68537 & 0.0937934 \tabularnewline
191 & 107.5 & 106.811 & 106.083 & 0.727561 & 0.689106 \tabularnewline
192 & 103.4 & 105.085 & 106.579 & -1.49405 & -1.68511 \tabularnewline
193 & 103.5 & 104.518 & 106.925 & -2.40681 & -1.01819 \tabularnewline
194 & 107.4 & 105.192 & 107.429 & -2.23754 & 2.20838 \tabularnewline
195 & 117.6 & 115.7 & 107.896 & 7.80412 & 1.90004 \tabularnewline
196 & 110.2 & 107.508 & 107.879 & -0.371137 & 2.69197 \tabularnewline
197 & 104.3 & 106.612 & 107.904 & -1.29223 & -2.31194 \tabularnewline
198 & 115.9 & 113.436 & 108.458 & 4.97808 & 2.46359 \tabularnewline
199 & 98.9 & NA & NA & -7.45916 & NA \tabularnewline
200 & 101.9 & NA & NA & -8.51411 & NA \tabularnewline
201 & 113.5 & NA & NA & 4.5799 & NA \tabularnewline
202 & 109.5 & NA & NA & 5.68537 & NA \tabularnewline
203 & 110 & NA & NA & 0.727561 & NA \tabularnewline
204 & 114.2 & NA & NA & -1.49405 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=308637&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]-2.40681[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]67.4[/C][C]NA[/C][C]NA[/C][C]-2.23754[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]76.1[/C][C]NA[/C][C]NA[/C][C]7.80412[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]67.4[/C][C]NA[/C][C]NA[/C][C]-0.371137[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]74.5[/C][C]NA[/C][C]NA[/C][C]-1.29223[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]72.6[/C][C]NA[/C][C]NA[/C][C]4.97808[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]60.5[/C][C]63.7492[/C][C]71.2083[/C][C]-7.45916[/C][C]-3.24918[/C][/ROW]
[ROW][C]8[/C][C]66.1[/C][C]63.4734[/C][C]71.9875[/C][C]-8.51411[/C][C]2.62661[/C][/ROW]
[ROW][C]9[/C][C]76.5[/C][C]77.0132[/C][C]72.4333[/C][C]4.5799[/C][C]-0.513238[/C][/ROW]
[ROW][C]10[/C][C]76.8[/C][C]78.4854[/C][C]72.8[/C][C]5.68537[/C][C]-1.68537[/C][/ROW]
[ROW][C]11[/C][C]77[/C][C]73.8109[/C][C]73.0833[/C][C]0.727561[/C][C]3.18911[/C][/ROW]
[ROW][C]12[/C][C]71[/C][C]71.9934[/C][C]73.4875[/C][C]-1.49405[/C][C]-0.993446[/C][/ROW]
[ROW][C]13[/C][C]74.8[/C][C]71.6099[/C][C]74.0167[/C][C]-2.40681[/C][C]3.19015[/C][/ROW]
[ROW][C]14[/C][C]73.7[/C][C]72.1458[/C][C]74.3833[/C][C]-2.23754[/C][C]1.55421[/C][/ROW]
[ROW][C]15[/C][C]80.5[/C][C]82.2708[/C][C]74.4667[/C][C]7.80412[/C][C]-1.77079[/C][/ROW]
[ROW][C]16[/C][C]71.8[/C][C]74.1539[/C][C]74.525[/C][C]-0.371137[/C][C]-2.35386[/C][/ROW]
[ROW][C]17[/C][C]76.9[/C][C]73.2744[/C][C]74.5667[/C][C]-1.29223[/C][C]3.62556[/C][/ROW]
[ROW][C]18[/C][C]79.9[/C][C]79.3447[/C][C]74.3667[/C][C]4.97808[/C][C]0.555252[/C][/ROW]
[ROW][C]19[/C][C]65.9[/C][C]66.6992[/C][C]74.1583[/C][C]-7.45916[/C][C]-0.799175[/C][/ROW]
[ROW][C]20[/C][C]69.5[/C][C]65.4692[/C][C]73.9833[/C][C]-8.51411[/C][C]4.03077[/C][/ROW]
[ROW][C]21[/C][C]75.1[/C][C]78.3882[/C][C]73.8083[/C][C]4.5799[/C][C]-3.28824[/C][/ROW]
[ROW][C]22[/C][C]79.6[/C][C]79.6187[/C][C]73.9333[/C][C]5.68537[/C][C]-0.0187066[/C][/ROW]
[ROW][C]23[/C][C]75.2[/C][C]74.8026[/C][C]74.075[/C][C]0.727561[/C][C]0.397439[/C][/ROW]
[ROW][C]24[/C][C]68[/C][C]72.3809[/C][C]73.875[/C][C]-1.49405[/C][C]-4.38095[/C][/ROW]
[ROW][C]25[/C][C]72.8[/C][C]71.4932[/C][C]73.9[/C][C]-2.40681[/C][C]1.30681[/C][/ROW]
[ROW][C]26[/C][C]71.5[/C][C]71.75[/C][C]73.9875[/C][C]-2.23754[/C][C]-0.249957[/C][/ROW]
[ROW][C]27[/C][C]78.5[/C][C]81.8208[/C][C]74.0167[/C][C]7.80412[/C][C]-3.32079[/C][/ROW]
[ROW][C]28[/C][C]76.8[/C][C]73.8664[/C][C]74.2375[/C][C]-0.371137[/C][C]2.93364[/C][/ROW]
[ROW][C]29[/C][C]75.3[/C][C]73.0703[/C][C]74.3625[/C][C]-1.29223[/C][C]2.22973[/C][/ROW]
[ROW][C]30[/C][C]76.7[/C][C]79.4656[/C][C]74.4875[/C][C]4.97808[/C][C]-2.76558[/C][/ROW]
[ROW][C]31[/C][C]69.7[/C][C]67.2825[/C][C]74.7417[/C][C]-7.45916[/C][C]2.41749[/C][/ROW]
[ROW][C]32[/C][C]67.8[/C][C]66.4526[/C][C]74.9667[/C][C]-8.51411[/C][C]1.34744[/C][/ROW]
[ROW][C]33[/C][C]77.5[/C][C]79.6882[/C][C]75.1083[/C][C]4.5799[/C][C]-2.18824[/C][/ROW]
[ROW][C]34[/C][C]82.5[/C][C]80.8854[/C][C]75.2[/C][C]5.68537[/C][C]1.61463[/C][/ROW]
[ROW][C]35[/C][C]75.3[/C][C]75.8859[/C][C]75.1583[/C][C]0.727561[/C][C]-0.585894[/C][/ROW]
[ROW][C]36[/C][C]70.9[/C][C]73.6476[/C][C]75.1417[/C][C]-1.49405[/C][C]-2.74761[/C][/ROW]
[ROW][C]37[/C][C]76[/C][C]72.8932[/C][C]75.3[/C][C]-2.40681[/C][C]3.10681[/C][/ROW]
[ROW][C]38[/C][C]73.7[/C][C]73.1208[/C][C]75.3583[/C][C]-2.23754[/C][C]0.57921[/C][/ROW]
[ROW][C]39[/C][C]79.7[/C][C]83.3166[/C][C]75.5125[/C][C]7.80412[/C][C]-3.61662[/C][/ROW]
[ROW][C]40[/C][C]77.8[/C][C]75.3789[/C][C]75.75[/C][C]-0.371137[/C][C]2.42114[/C][/ROW]
[ROW][C]41[/C][C]73.3[/C][C]74.4869[/C][C]75.7792[/C][C]-1.29223[/C][C]-1.18694[/C][/ROW]
[ROW][C]42[/C][C]78.3[/C][C]81.1156[/C][C]76.1375[/C][C]4.97808[/C][C]-2.81558[/C][/ROW]
[ROW][C]43[/C][C]71.9[/C][C]68.9867[/C][C]76.4458[/C][C]-7.45916[/C][C]2.91332[/C][/ROW]
[ROW][C]44[/C][C]67[/C][C]67.9901[/C][C]76.5042[/C][C]-8.51411[/C][C]-0.990061[/C][/ROW]
[ROW][C]45[/C][C]82[/C][C]81.6007[/C][C]77.0208[/C][C]4.5799[/C][C]0.399262[/C][/ROW]
[ROW][C]46[/C][C]83.7[/C][C]83.2645[/C][C]77.5792[/C][C]5.68537[/C][C]0.43546[/C][/ROW]
[ROW][C]47[/C][C]74.8[/C][C]78.6234[/C][C]77.8958[/C][C]0.727561[/C][C]-3.82339[/C][/ROW]
[ROW][C]48[/C][C]80[/C][C]76.9893[/C][C]78.4833[/C][C]-1.49405[/C][C]3.01072[/C][/ROW]
[ROW][C]49[/C][C]74.3[/C][C]76.6807[/C][C]79.0875[/C][C]-2.40681[/C][C]-2.38069[/C][/ROW]
[ROW][C]50[/C][C]76.8[/C][C]77.3666[/C][C]79.6042[/C][C]-2.23754[/C][C]-0.566623[/C][/ROW]
[ROW][C]51[/C][C]89[/C][C]88.0583[/C][C]80.2542[/C][C]7.80412[/C][C]0.94171[/C][/ROW]
[ROW][C]52[/C][C]81.9[/C][C]80.358[/C][C]80.7292[/C][C]-0.371137[/C][C]1.54197[/C][/ROW]
[ROW][C]53[/C][C]76.8[/C][C]80.0786[/C][C]81.3708[/C][C]-1.29223[/C][C]-3.2786[/C][/ROW]
[ROW][C]54[/C][C]88.9[/C][C]87.1989[/C][C]82.2208[/C][C]4.97808[/C][C]1.70109[/C][/ROW]
[ROW][C]55[/C][C]75.8[/C][C]75.5075[/C][C]82.9667[/C][C]-7.45916[/C][C]0.292491[/C][/ROW]
[ROW][C]56[/C][C]75.5[/C][C]74.9942[/C][C]83.5083[/C][C]-8.51411[/C][C]0.505773[/C][/ROW]
[ROW][C]57[/C][C]89.1[/C][C]88.3341[/C][C]83.7542[/C][C]4.5799[/C][C]0.765929[/C][/ROW]
[ROW][C]58[/C][C]88[/C][C]89.6895[/C][C]84.0042[/C][C]5.68537[/C][C]-1.68954[/C][/ROW]
[ROW][C]59[/C][C]85.9[/C][C]85.1276[/C][C]84.4[/C][C]0.727561[/C][C]0.772439[/C][/ROW]
[ROW][C]60[/C][C]89.3[/C][C]83.2143[/C][C]84.7083[/C][C]-1.49405[/C][C]6.08572[/C][/ROW]
[ROW][C]61[/C][C]82.9[/C][C]82.3015[/C][C]84.7083[/C][C]-2.40681[/C][C]0.598481[/C][/ROW]
[ROW][C]62[/C][C]81.2[/C][C]82.4166[/C][C]84.6542[/C][C]-2.23754[/C][C]-1.21662[/C][/ROW]
[ROW][C]63[/C][C]90.5[/C][C]92.5833[/C][C]84.7792[/C][C]7.80412[/C][C]-2.08329[/C][/ROW]
[ROW][C]64[/C][C]86.4[/C][C]84.4455[/C][C]84.8167[/C][C]-0.371137[/C][C]1.95447[/C][/ROW]
[ROW][C]65[/C][C]81.8[/C][C]83.6411[/C][C]84.9333[/C][C]-1.29223[/C][C]-1.8411[/C][/ROW]
[ROW][C]66[/C][C]91.3[/C][C]90.1281[/C][C]85.15[/C][C]4.97808[/C][C]1.17192[/C][/ROW]
[ROW][C]67[/C][C]73.4[/C][C]77.8992[/C][C]85.3583[/C][C]-7.45916[/C][C]-4.49918[/C][/ROW]
[ROW][C]68[/C][C]76.6[/C][C]77.2192[/C][C]85.7333[/C][C]-8.51411[/C][C]-0.619227[/C][/ROW]
[ROW][C]69[/C][C]91[/C][C]90.8841[/C][C]86.3042[/C][C]4.5799[/C][C]0.115929[/C][/ROW]
[ROW][C]70[/C][C]87[/C][C]92.252[/C][C]86.5667[/C][C]5.68537[/C][C]-5.25204[/C][/ROW]
[ROW][C]71[/C][C]89.7[/C][C]87.6109[/C][C]86.8833[/C][C]0.727561[/C][C]2.08911[/C][/ROW]
[ROW][C]72[/C][C]90.7[/C][C]85.9726[/C][C]87.4667[/C][C]-1.49405[/C][C]4.72739[/C][/ROW]
[ROW][C]73[/C][C]86.5[/C][C]85.4557[/C][C]87.8625[/C][C]-2.40681[/C][C]1.04431[/C][/ROW]
[ROW][C]74[/C][C]86.6[/C][C]86.05[/C][C]88.2875[/C][C]-2.23754[/C][C]0.550043[/C][/ROW]
[ROW][C]75[/C][C]98.8[/C][C]96.4416[/C][C]88.6375[/C][C]7.80412[/C][C]2.35838[/C][/ROW]
[ROW][C]76[/C][C]84.4[/C][C]88.883[/C][C]89.2542[/C][C]-0.371137[/C][C]-4.48303[/C][/ROW]
[ROW][C]77[/C][C]91.4[/C][C]88.6786[/C][C]89.9708[/C][C]-1.29223[/C][C]2.7214[/C][/ROW]
[ROW][C]78[/C][C]95.7[/C][C]95.2281[/C][C]90.25[/C][C]4.97808[/C][C]0.471918[/C][/ROW]
[ROW][C]79[/C][C]78.5[/C][C]83.095[/C][C]90.5542[/C][C]-7.45916[/C][C]-4.59501[/C][/ROW]
[ROW][C]80[/C][C]81.7[/C][C]82.4651[/C][C]90.9792[/C][C]-8.51411[/C][C]-0.765061[/C][/ROW]
[ROW][C]81[/C][C]94.3[/C][C]95.8632[/C][C]91.2833[/C][C]4.5799[/C][C]-1.56324[/C][/ROW]
[ROW][C]82[/C][C]98.5[/C][C]97.4187[/C][C]91.7333[/C][C]5.68537[/C][C]1.08129[/C][/ROW]
[ROW][C]83[/C][C]95.4[/C][C]92.9192[/C][C]92.1917[/C][C]0.727561[/C][C]2.48077[/C][/ROW]
[ROW][C]84[/C][C]91.7[/C][C]91.1101[/C][C]92.6042[/C][C]-1.49405[/C][C]0.589887[/C][/ROW]
[ROW][C]85[/C][C]92.8[/C][C]90.8932[/C][C]93.3[/C][C]-2.40681[/C][C]1.90681[/C][/ROW]
[ROW][C]86[/C][C]90.5[/C][C]91.825[/C][C]94.0625[/C][C]-2.23754[/C][C]-1.32496[/C][/ROW]
[ROW][C]87[/C][C]102.2[/C][C]102.346[/C][C]94.5417[/C][C]7.80412[/C][C]-0.14579[/C][/ROW]
[ROW][C]88[/C][C]91.8[/C][C]94.7414[/C][C]95.1125[/C][C]-0.371137[/C][C]-2.94136[/C][/ROW]
[ROW][C]89[/C][C]95[/C][C]94.4661[/C][C]95.7583[/C][C]-1.29223[/C][C]0.533898[/C][/ROW]
[ROW][C]90[/C][C]102[/C][C]101.103[/C][C]96.125[/C][C]4.97808[/C][C]0.896918[/C][/ROW]
[ROW][C]91[/C][C]88.9[/C][C]89.1492[/C][C]96.6083[/C][C]-7.45916[/C][C]-0.249175[/C][/ROW]
[ROW][C]92[/C][C]89.6[/C][C]88.8692[/C][C]97.3833[/C][C]-8.51411[/C][C]0.730773[/C][/ROW]
[ROW][C]93[/C][C]97.9[/C][C]102.409[/C][C]97.8292[/C][C]4.5799[/C][C]-4.50907[/C][/ROW]
[ROW][C]94[/C][C]108.6[/C][C]104.094[/C][C]98.4083[/C][C]5.68537[/C][C]4.50629[/C][/ROW]
[ROW][C]95[/C][C]100.8[/C][C]99.8442[/C][C]99.1167[/C][C]0.727561[/C][C]0.955773[/C][/ROW]
[ROW][C]96[/C][C]95.1[/C][C]97.9018[/C][C]99.3958[/C][C]-1.49405[/C][C]-2.80178[/C][/ROW]
[ROW][C]97[/C][C]101[/C][C]97.4432[/C][C]99.85[/C][C]-2.40681[/C][C]3.55681[/C][/ROW]
[ROW][C]98[/C][C]100.9[/C][C]97.8666[/C][C]100.104[/C][C]-2.23754[/C][C]3.03338[/C][/ROW]
[ROW][C]99[/C][C]102.5[/C][C]108.262[/C][C]100.458[/C][C]7.80412[/C][C]-5.76246[/C][/ROW]
[ROW][C]100[/C][C]105.4[/C][C]100.437[/C][C]100.808[/C][C]-0.371137[/C][C]4.9628[/C][/ROW]
[ROW][C]101[/C][C]98.4[/C][C]99.1036[/C][C]100.396[/C][C]-1.29223[/C][C]-0.703602[/C][/ROW]
[ROW][C]102[/C][C]105.3[/C][C]105.053[/C][C]100.075[/C][C]4.97808[/C][C]0.246918[/C][/ROW]
[ROW][C]103[/C][C]96.5[/C][C]91.9825[/C][C]99.4417[/C][C]-7.45916[/C][C]4.51749[/C][/ROW]
[ROW][C]104[/C][C]88.1[/C][C]89.6276[/C][C]98.1417[/C][C]-8.51411[/C][C]-1.52756[/C][/ROW]
[ROW][C]105[/C][C]107.9[/C][C]101.755[/C][C]97.175[/C][C]4.5799[/C][C]6.1451[/C][/ROW]
[ROW][C]106[/C][C]107[/C][C]101.735[/C][C]96.05[/C][C]5.68537[/C][C]5.26463[/C][/ROW]
[ROW][C]107[/C][C]92.5[/C][C]95.5776[/C][C]94.85[/C][C]0.727561[/C][C]-3.07756[/C][/ROW]
[ROW][C]108[/C][C]95.7[/C][C]92.4601[/C][C]93.9542[/C][C]-1.49405[/C][C]3.23989[/C][/ROW]
[ROW][C]109[/C][C]85.2[/C][C]90.5057[/C][C]92.9125[/C][C]-2.40681[/C][C]-5.30569[/C][/ROW]
[ROW][C]110[/C][C]85.5[/C][C]89.9125[/C][C]92.15[/C][C]-2.23754[/C][C]-4.41246[/C][/ROW]
[ROW][C]111[/C][C]94.7[/C][C]99.2708[/C][C]91.4667[/C][C]7.80412[/C][C]-4.57079[/C][/ROW]
[ROW][C]112[/C][C]86.2[/C][C]90.1789[/C][C]90.55[/C][C]-0.371137[/C][C]-3.97886[/C][/ROW]
[ROW][C]113[/C][C]88.8[/C][C]88.8203[/C][C]90.1125[/C][C]-1.29223[/C][C]-0.0202691[/C][/ROW]
[ROW][C]114[/C][C]93.4[/C][C]94.9822[/C][C]90.0042[/C][C]4.97808[/C][C]-1.58225[/C][/ROW]
[ROW][C]115[/C][C]83.4[/C][C]82.6242[/C][C]90.0833[/C][C]-7.45916[/C][C]0.775825[/C][/ROW]
[ROW][C]116[/C][C]82.9[/C][C]82.1817[/C][C]90.6958[/C][C]-8.51411[/C][C]0.718273[/C][/ROW]
[ROW][C]117[/C][C]96.7[/C][C]96.2549[/C][C]91.675[/C][C]4.5799[/C][C]0.445095[/C][/ROW]
[ROW][C]118[/C][C]96.2[/C][C]98.3479[/C][C]92.6625[/C][C]5.68537[/C][C]-2.14787[/C][/ROW]
[ROW][C]119[/C][C]92.8[/C][C]94.0692[/C][C]93.3417[/C][C]0.727561[/C][C]-1.26923[/C][/ROW]
[ROW][C]120[/C][C]92.8[/C][C]92.7559[/C][C]94.25[/C][C]-1.49405[/C][C]0.0440538[/C][/ROW]
[ROW][C]121[/C][C]90[/C][C]92.8515[/C][C]95.2583[/C][C]-2.40681[/C][C]-2.85152[/C][/ROW]
[ROW][C]122[/C][C]95.4[/C][C]93.7708[/C][C]96.0083[/C][C]-2.23754[/C][C]1.62921[/C][/ROW]
[ROW][C]123[/C][C]108.3[/C][C]104.633[/C][C]96.8292[/C][C]7.80412[/C][C]3.66671[/C][/ROW]
[ROW][C]124[/C][C]96.3[/C][C]97.2747[/C][C]97.6458[/C][C]-0.371137[/C][C]-0.974696[/C][/ROW]
[ROW][C]125[/C][C]95[/C][C]97.2661[/C][C]98.5583[/C][C]-1.29223[/C][C]-2.2661[/C][/ROW]
[ROW][C]126[/C][C]109[/C][C]104.524[/C][C]99.5458[/C][C]4.97808[/C][C]4.47609[/C][/ROW]
[ROW][C]127[/C][C]92[/C][C]92.9325[/C][C]100.392[/C][C]-7.45916[/C][C]-0.932509[/C][/ROW]
[ROW][C]128[/C][C]92.3[/C][C]92.5442[/C][C]101.058[/C][C]-8.51411[/C][C]-0.244227[/C][/ROW]
[ROW][C]129[/C][C]107[/C][C]106.472[/C][C]101.892[/C][C]4.5799[/C][C]0.528429[/C][/ROW]
[ROW][C]130[/C][C]105.5[/C][C]108.377[/C][C]102.692[/C][C]5.68537[/C][C]-2.87704[/C][/ROW]
[ROW][C]131[/C][C]105.4[/C][C]104.294[/C][C]103.567[/C][C]0.727561[/C][C]1.10577[/C][/ROW]
[ROW][C]132[/C][C]103.9[/C][C]102.568[/C][C]104.063[/C][C]-1.49405[/C][C]1.33155[/C][/ROW]
[ROW][C]133[/C][C]99.2[/C][C]101.522[/C][C]103.929[/C][C]-2.40681[/C][C]-2.32235[/C][/ROW]
[ROW][C]134[/C][C]102.2[/C][C]102.008[/C][C]104.246[/C][C]-2.23754[/C][C]0.19171[/C][/ROW]
[ROW][C]135[/C][C]121.5[/C][C]112.567[/C][C]104.762[/C][C]7.80412[/C][C]8.93338[/C][/ROW]
[ROW][C]136[/C][C]102.3[/C][C]104.562[/C][C]104.933[/C][C]-0.371137[/C][C]-2.2622[/C][/ROW]
[ROW][C]137[/C][C]110[/C][C]103.529[/C][C]104.821[/C][C]-1.29223[/C][C]6.4714[/C][/ROW]
[ROW][C]138[/C][C]105.9[/C][C]109.624[/C][C]104.646[/C][C]4.97808[/C][C]-3.72391[/C][/ROW]
[ROW][C]139[/C][C]91.9[/C][C]97.1658[/C][C]104.625[/C][C]-7.45916[/C][C]-5.26584[/C][/ROW]
[ROW][C]140[/C][C]100[/C][C]96.2609[/C][C]104.775[/C][C]-8.51411[/C][C]3.73911[/C][/ROW]
[ROW][C]141[/C][C]111.7[/C][C]109.23[/C][C]104.65[/C][C]4.5799[/C][C]2.4701[/C][/ROW]
[ROW][C]142[/C][C]104.9[/C][C]109.944[/C][C]104.258[/C][C]5.68537[/C][C]-5.04371[/C][/ROW]
[ROW][C]143[/C][C]103.3[/C][C]104.415[/C][C]103.687[/C][C]0.727561[/C][C]-1.11506[/C][/ROW]
[ROW][C]144[/C][C]101.8[/C][C]101.852[/C][C]103.346[/C][C]-1.49405[/C][C]-0.0517795[/C][/ROW]
[ROW][C]145[/C][C]100.8[/C][C]101.168[/C][C]103.575[/C][C]-2.40681[/C][C]-0.368186[/C][/ROW]
[ROW][C]146[/C][C]104.2[/C][C]101.354[/C][C]103.592[/C][C]-2.23754[/C][C]2.84588[/C][/ROW]
[ROW][C]147[/C][C]116.5[/C][C]110.929[/C][C]103.125[/C][C]7.80412[/C][C]5.57088[/C][/ROW]
[ROW][C]148[/C][C]97.9[/C][C]102.558[/C][C]102.929[/C][C]-0.371137[/C][C]-4.65803[/C][/ROW]
[ROW][C]149[/C][C]100.7[/C][C]101.704[/C][C]102.996[/C][C]-1.29223[/C][C]-1.0036[/C][/ROW]
[ROW][C]150[/C][C]107[/C][C]107.649[/C][C]102.671[/C][C]4.97808[/C][C]-0.648915[/C][/ROW]
[ROW][C]151[/C][C]96.3[/C][C]94.8408[/C][C]102.3[/C][C]-7.45916[/C][C]1.45916[/C][/ROW]
[ROW][C]152[/C][C]96[/C][C]93.3942[/C][C]101.908[/C][C]-8.51411[/C][C]2.60577[/C][/ROW]
[ROW][C]153[/C][C]104.5[/C][C]105.834[/C][C]101.254[/C][C]4.5799[/C][C]-1.33407[/C][/ROW]
[ROW][C]154[/C][C]107.4[/C][C]106.84[/C][C]101.154[/C][C]5.68537[/C][C]0.56046[/C][/ROW]
[ROW][C]155[/C][C]102.4[/C][C]102.194[/C][C]101.467[/C][C]0.727561[/C][C]0.205773[/C][/ROW]
[ROW][C]156[/C][C]94.9[/C][C]100.048[/C][C]101.542[/C][C]-1.49405[/C][C]-5.14761[/C][/ROW]
[ROW][C]157[/C][C]98.8[/C][C]99.3807[/C][C]101.788[/C][C]-2.40681[/C][C]-0.580686[/C][/ROW]
[ROW][C]158[/C][C]96.8[/C][C]99.6458[/C][C]101.883[/C][C]-2.23754[/C][C]-2.84579[/C][/ROW]
[ROW][C]159[/C][C]108.2[/C][C]109.575[/C][C]101.771[/C][C]7.80412[/C][C]-1.37496[/C][/ROW]
[ROW][C]160[/C][C]103.8[/C][C]101.662[/C][C]102.033[/C][C]-0.371137[/C][C]2.1378[/C][/ROW]
[ROW][C]161[/C][C]102.3[/C][C]101.108[/C][C]102.4[/C][C]-1.29223[/C][C]1.19223[/C][/ROW]
[ROW][C]162[/C][C]107.2[/C][C]107.791[/C][C]102.812[/C][C]4.97808[/C][C]-0.590582[/C][/ROW]
[ROW][C]163[/C][C]102[/C][C]95.7533[/C][C]103.212[/C][C]-7.45916[/C][C]6.24666[/C][/ROW]
[ROW][C]164[/C][C]92.6[/C][C]95.0651[/C][C]103.579[/C][C]-8.51411[/C][C]-2.46506[/C][/ROW]
[ROW][C]165[/C][C]105.2[/C][C]108.438[/C][C]103.858[/C][C]4.5799[/C][C]-3.23824[/C][/ROW]
[ROW][C]166[/C][C]113[/C][C]109.648[/C][C]103.962[/C][C]5.68537[/C][C]3.35213[/C][/ROW]
[ROW][C]167[/C][C]105.6[/C][C]104.803[/C][C]104.075[/C][C]0.727561[/C][C]0.797439[/C][/ROW]
[ROW][C]168[/C][C]101.6[/C][C]102.681[/C][C]104.175[/C][C]-1.49405[/C][C]-1.08095[/C][/ROW]
[ROW][C]169[/C][C]101.7[/C][C]101.668[/C][C]104.075[/C][C]-2.40681[/C][C]0.0318142[/C][/ROW]
[ROW][C]170[/C][C]102.7[/C][C]101.571[/C][C]103.808[/C][C]-2.23754[/C][C]1.12921[/C][/ROW]
[ROW][C]171[/C][C]109[/C][C]111.804[/C][C]104[/C][C]7.80412[/C][C]-2.80412[/C][/ROW]
[ROW][C]172[/C][C]105.5[/C][C]103.883[/C][C]104.254[/C][C]-0.371137[/C][C]1.61697[/C][/ROW]
[ROW][C]173[/C][C]103.3[/C][C]102.77[/C][C]104.062[/C][C]-1.29223[/C][C]0.529731[/C][/ROW]
[ROW][C]174[/C][C]108.6[/C][C]108.928[/C][C]103.95[/C][C]4.97808[/C][C]-0.328082[/C][/ROW]
[ROW][C]175[/C][C]98.2[/C][C]96.5242[/C][C]103.983[/C][C]-7.45916[/C][C]1.67582[/C][/ROW]
[ROW][C]176[/C][C]90[/C][C]95.3026[/C][C]103.817[/C][C]-8.51411[/C][C]-5.30256[/C][/ROW]
[ROW][C]177[/C][C]112.4[/C][C]108.438[/C][C]103.858[/C][C]4.5799[/C][C]3.96176[/C][/ROW]
[ROW][C]178[/C][C]111.9[/C][C]109.735[/C][C]104.05[/C][C]5.68537[/C][C]2.16463[/C][/ROW]
[ROW][C]179[/C][C]102.1[/C][C]104.553[/C][C]103.825[/C][C]0.727561[/C][C]-2.45256[/C][/ROW]
[ROW][C]180[/C][C]102.4[/C][C]102.181[/C][C]103.675[/C][C]-1.49405[/C][C]0.219054[/C][/ROW]
[ROW][C]181[/C][C]101.7[/C][C]101.256[/C][C]103.662[/C][C]-2.40681[/C][C]0.444314[/C][/ROW]
[ROW][C]182[/C][C]98.7[/C][C]101.446[/C][C]103.683[/C][C]-2.23754[/C][C]-2.74579[/C][/ROW]
[ROW][C]183[/C][C]114[/C][C]111.562[/C][C]103.758[/C][C]7.80412[/C][C]2.43754[/C][/ROW]
[ROW][C]184[/C][C]105.1[/C][C]103.35[/C][C]103.721[/C][C]-0.371137[/C][C]1.7503[/C][/ROW]
[ROW][C]185[/C][C]98.3[/C][C]102.633[/C][C]103.925[/C][C]-1.29223[/C][C]-4.33277[/C][/ROW]
[ROW][C]186[/C][C]110[/C][C]109.17[/C][C]104.192[/C][C]4.97808[/C][C]0.830252[/C][/ROW]
[ROW][C]187[/C][C]96.5[/C][C]96.8492[/C][C]104.308[/C][C]-7.45916[/C][C]-0.349175[/C][/ROW]
[ROW][C]188[/C][C]92.2[/C][C]96.2317[/C][C]104.746[/C][C]-8.51411[/C][C]-4.03173[/C][/ROW]
[ROW][C]189[/C][C]112[/C][C]109.838[/C][C]105.258[/C][C]4.5799[/C][C]2.16176[/C][/ROW]
[ROW][C]190[/C][C]111.4[/C][C]111.306[/C][C]105.621[/C][C]5.68537[/C][C]0.0937934[/C][/ROW]
[ROW][C]191[/C][C]107.5[/C][C]106.811[/C][C]106.083[/C][C]0.727561[/C][C]0.689106[/C][/ROW]
[ROW][C]192[/C][C]103.4[/C][C]105.085[/C][C]106.579[/C][C]-1.49405[/C][C]-1.68511[/C][/ROW]
[ROW][C]193[/C][C]103.5[/C][C]104.518[/C][C]106.925[/C][C]-2.40681[/C][C]-1.01819[/C][/ROW]
[ROW][C]194[/C][C]107.4[/C][C]105.192[/C][C]107.429[/C][C]-2.23754[/C][C]2.20838[/C][/ROW]
[ROW][C]195[/C][C]117.6[/C][C]115.7[/C][C]107.896[/C][C]7.80412[/C][C]1.90004[/C][/ROW]
[ROW][C]196[/C][C]110.2[/C][C]107.508[/C][C]107.879[/C][C]-0.371137[/C][C]2.69197[/C][/ROW]
[ROW][C]197[/C][C]104.3[/C][C]106.612[/C][C]107.904[/C][C]-1.29223[/C][C]-2.31194[/C][/ROW]
[ROW][C]198[/C][C]115.9[/C][C]113.436[/C][C]108.458[/C][C]4.97808[/C][C]2.46359[/C][/ROW]
[ROW][C]199[/C][C]98.9[/C][C]NA[/C][C]NA[/C][C]-7.45916[/C][C]NA[/C][/ROW]
[ROW][C]200[/C][C]101.9[/C][C]NA[/C][C]NA[/C][C]-8.51411[/C][C]NA[/C][/ROW]
[ROW][C]201[/C][C]113.5[/C][C]NA[/C][C]NA[/C][C]4.5799[/C][C]NA[/C][/ROW]
[ROW][C]202[/C][C]109.5[/C][C]NA[/C][C]NA[/C][C]5.68537[/C][C]NA[/C][/ROW]
[ROW][C]203[/C][C]110[/C][C]NA[/C][C]NA[/C][C]0.727561[/C][C]NA[/C][/ROW]
[ROW][C]204[/C][C]114.2[/C][C]NA[/C][C]NA[/C][C]-1.49405[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=308637&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308637&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	-2.40681	NA
2	67.4	NA	NA	-2.23754	NA
3	76.1	NA	NA	7.80412	NA
4	67.4	NA	NA	-0.371137	NA
5	74.5	NA	NA	-1.29223	NA
6	72.6	NA	NA	4.97808	NA
7	60.5	63.7492	71.2083	-7.45916	-3.24918
8	66.1	63.4734	71.9875	-8.51411	2.62661
9	76.5	77.0132	72.4333	4.5799	-0.513238
10	76.8	78.4854	72.8	5.68537	-1.68537
11	77	73.8109	73.0833	0.727561	3.18911
12	71	71.9934	73.4875	-1.49405	-0.993446
13	74.8	71.6099	74.0167	-2.40681	3.19015
14	73.7	72.1458	74.3833	-2.23754	1.55421
15	80.5	82.2708	74.4667	7.80412	-1.77079
16	71.8	74.1539	74.525	-0.371137	-2.35386
17	76.9	73.2744	74.5667	-1.29223	3.62556
18	79.9	79.3447	74.3667	4.97808	0.555252
19	65.9	66.6992	74.1583	-7.45916	-0.799175
20	69.5	65.4692	73.9833	-8.51411	4.03077
21	75.1	78.3882	73.8083	4.5799	-3.28824
22	79.6	79.6187	73.9333	5.68537	-0.0187066
23	75.2	74.8026	74.075	0.727561	0.397439
24	68	72.3809	73.875	-1.49405	-4.38095
25	72.8	71.4932	73.9	-2.40681	1.30681
26	71.5	71.75	73.9875	-2.23754	-0.249957
27	78.5	81.8208	74.0167	7.80412	-3.32079
28	76.8	73.8664	74.2375	-0.371137	2.93364
29	75.3	73.0703	74.3625	-1.29223	2.22973
30	76.7	79.4656	74.4875	4.97808	-2.76558
31	69.7	67.2825	74.7417	-7.45916	2.41749
32	67.8	66.4526	74.9667	-8.51411	1.34744
33	77.5	79.6882	75.1083	4.5799	-2.18824
34	82.5	80.8854	75.2	5.68537	1.61463
35	75.3	75.8859	75.1583	0.727561	-0.585894
36	70.9	73.6476	75.1417	-1.49405	-2.74761
37	76	72.8932	75.3	-2.40681	3.10681
38	73.7	73.1208	75.3583	-2.23754	0.57921
39	79.7	83.3166	75.5125	7.80412	-3.61662
40	77.8	75.3789	75.75	-0.371137	2.42114
41	73.3	74.4869	75.7792	-1.29223	-1.18694
42	78.3	81.1156	76.1375	4.97808	-2.81558
43	71.9	68.9867	76.4458	-7.45916	2.91332
44	67	67.9901	76.5042	-8.51411	-0.990061
45	82	81.6007	77.0208	4.5799	0.399262
46	83.7	83.2645	77.5792	5.68537	0.43546
47	74.8	78.6234	77.8958	0.727561	-3.82339
48	80	76.9893	78.4833	-1.49405	3.01072
49	74.3	76.6807	79.0875	-2.40681	-2.38069
50	76.8	77.3666	79.6042	-2.23754	-0.566623
51	89	88.0583	80.2542	7.80412	0.94171
52	81.9	80.358	80.7292	-0.371137	1.54197
53	76.8	80.0786	81.3708	-1.29223	-3.2786
54	88.9	87.1989	82.2208	4.97808	1.70109
55	75.8	75.5075	82.9667	-7.45916	0.292491
56	75.5	74.9942	83.5083	-8.51411	0.505773
57	89.1	88.3341	83.7542	4.5799	0.765929
58	88	89.6895	84.0042	5.68537	-1.68954
59	85.9	85.1276	84.4	0.727561	0.772439
60	89.3	83.2143	84.7083	-1.49405	6.08572
61	82.9	82.3015	84.7083	-2.40681	0.598481
62	81.2	82.4166	84.6542	-2.23754	-1.21662
63	90.5	92.5833	84.7792	7.80412	-2.08329
64	86.4	84.4455	84.8167	-0.371137	1.95447
65	81.8	83.6411	84.9333	-1.29223	-1.8411
66	91.3	90.1281	85.15	4.97808	1.17192
67	73.4	77.8992	85.3583	-7.45916	-4.49918
68	76.6	77.2192	85.7333	-8.51411	-0.619227
69	91	90.8841	86.3042	4.5799	0.115929
70	87	92.252	86.5667	5.68537	-5.25204
71	89.7	87.6109	86.8833	0.727561	2.08911
72	90.7	85.9726	87.4667	-1.49405	4.72739
73	86.5	85.4557	87.8625	-2.40681	1.04431
74	86.6	86.05	88.2875	-2.23754	0.550043
75	98.8	96.4416	88.6375	7.80412	2.35838
76	84.4	88.883	89.2542	-0.371137	-4.48303
77	91.4	88.6786	89.9708	-1.29223	2.7214
78	95.7	95.2281	90.25	4.97808	0.471918
79	78.5	83.095	90.5542	-7.45916	-4.59501
80	81.7	82.4651	90.9792	-8.51411	-0.765061
81	94.3	95.8632	91.2833	4.5799	-1.56324
82	98.5	97.4187	91.7333	5.68537	1.08129
83	95.4	92.9192	92.1917	0.727561	2.48077
84	91.7	91.1101	92.6042	-1.49405	0.589887
85	92.8	90.8932	93.3	-2.40681	1.90681
86	90.5	91.825	94.0625	-2.23754	-1.32496
87	102.2	102.346	94.5417	7.80412	-0.14579
88	91.8	94.7414	95.1125	-0.371137	-2.94136
89	95	94.4661	95.7583	-1.29223	0.533898
90	102	101.103	96.125	4.97808	0.896918
91	88.9	89.1492	96.6083	-7.45916	-0.249175
92	89.6	88.8692	97.3833	-8.51411	0.730773
93	97.9	102.409	97.8292	4.5799	-4.50907
94	108.6	104.094	98.4083	5.68537	4.50629
95	100.8	99.8442	99.1167	0.727561	0.955773
96	95.1	97.9018	99.3958	-1.49405	-2.80178
97	101	97.4432	99.85	-2.40681	3.55681
98	100.9	97.8666	100.104	-2.23754	3.03338
99	102.5	108.262	100.458	7.80412	-5.76246
100	105.4	100.437	100.808	-0.371137	4.9628
101	98.4	99.1036	100.396	-1.29223	-0.703602
102	105.3	105.053	100.075	4.97808	0.246918
103	96.5	91.9825	99.4417	-7.45916	4.51749
104	88.1	89.6276	98.1417	-8.51411	-1.52756
105	107.9	101.755	97.175	4.5799	6.1451
106	107	101.735	96.05	5.68537	5.26463
107	92.5	95.5776	94.85	0.727561	-3.07756
108	95.7	92.4601	93.9542	-1.49405	3.23989
109	85.2	90.5057	92.9125	-2.40681	-5.30569
110	85.5	89.9125	92.15	-2.23754	-4.41246
111	94.7	99.2708	91.4667	7.80412	-4.57079
112	86.2	90.1789	90.55	-0.371137	-3.97886
113	88.8	88.8203	90.1125	-1.29223	-0.0202691
114	93.4	94.9822	90.0042	4.97808	-1.58225
115	83.4	82.6242	90.0833	-7.45916	0.775825
116	82.9	82.1817	90.6958	-8.51411	0.718273
117	96.7	96.2549	91.675	4.5799	0.445095
118	96.2	98.3479	92.6625	5.68537	-2.14787
119	92.8	94.0692	93.3417	0.727561	-1.26923
120	92.8	92.7559	94.25	-1.49405	0.0440538
121	90	92.8515	95.2583	-2.40681	-2.85152
122	95.4	93.7708	96.0083	-2.23754	1.62921
123	108.3	104.633	96.8292	7.80412	3.66671
124	96.3	97.2747	97.6458	-0.371137	-0.974696
125	95	97.2661	98.5583	-1.29223	-2.2661
126	109	104.524	99.5458	4.97808	4.47609
127	92	92.9325	100.392	-7.45916	-0.932509
128	92.3	92.5442	101.058	-8.51411	-0.244227
129	107	106.472	101.892	4.5799	0.528429
130	105.5	108.377	102.692	5.68537	-2.87704
131	105.4	104.294	103.567	0.727561	1.10577
132	103.9	102.568	104.063	-1.49405	1.33155
133	99.2	101.522	103.929	-2.40681	-2.32235
134	102.2	102.008	104.246	-2.23754	0.19171
135	121.5	112.567	104.762	7.80412	8.93338
136	102.3	104.562	104.933	-0.371137	-2.2622
137	110	103.529	104.821	-1.29223	6.4714
138	105.9	109.624	104.646	4.97808	-3.72391
139	91.9	97.1658	104.625	-7.45916	-5.26584
140	100	96.2609	104.775	-8.51411	3.73911
141	111.7	109.23	104.65	4.5799	2.4701
142	104.9	109.944	104.258	5.68537	-5.04371
143	103.3	104.415	103.687	0.727561	-1.11506
144	101.8	101.852	103.346	-1.49405	-0.0517795
145	100.8	101.168	103.575	-2.40681	-0.368186
146	104.2	101.354	103.592	-2.23754	2.84588
147	116.5	110.929	103.125	7.80412	5.57088
148	97.9	102.558	102.929	-0.371137	-4.65803
149	100.7	101.704	102.996	-1.29223	-1.0036
150	107	107.649	102.671	4.97808	-0.648915
151	96.3	94.8408	102.3	-7.45916	1.45916
152	96	93.3942	101.908	-8.51411	2.60577
153	104.5	105.834	101.254	4.5799	-1.33407
154	107.4	106.84	101.154	5.68537	0.56046
155	102.4	102.194	101.467	0.727561	0.205773
156	94.9	100.048	101.542	-1.49405	-5.14761
157	98.8	99.3807	101.788	-2.40681	-0.580686
158	96.8	99.6458	101.883	-2.23754	-2.84579
159	108.2	109.575	101.771	7.80412	-1.37496
160	103.8	101.662	102.033	-0.371137	2.1378
161	102.3	101.108	102.4	-1.29223	1.19223
162	107.2	107.791	102.812	4.97808	-0.590582
163	102	95.7533	103.212	-7.45916	6.24666
164	92.6	95.0651	103.579	-8.51411	-2.46506
165	105.2	108.438	103.858	4.5799	-3.23824
166	113	109.648	103.962	5.68537	3.35213
167	105.6	104.803	104.075	0.727561	0.797439
168	101.6	102.681	104.175	-1.49405	-1.08095
169	101.7	101.668	104.075	-2.40681	0.0318142
170	102.7	101.571	103.808	-2.23754	1.12921
171	109	111.804	104	7.80412	-2.80412
172	105.5	103.883	104.254	-0.371137	1.61697
173	103.3	102.77	104.062	-1.29223	0.529731
174	108.6	108.928	103.95	4.97808	-0.328082
175	98.2	96.5242	103.983	-7.45916	1.67582
176	90	95.3026	103.817	-8.51411	-5.30256
177	112.4	108.438	103.858	4.5799	3.96176
178	111.9	109.735	104.05	5.68537	2.16463
179	102.1	104.553	103.825	0.727561	-2.45256
180	102.4	102.181	103.675	-1.49405	0.219054
181	101.7	101.256	103.662	-2.40681	0.444314
182	98.7	101.446	103.683	-2.23754	-2.74579
183	114	111.562	103.758	7.80412	2.43754
184	105.1	103.35	103.721	-0.371137	1.7503
185	98.3	102.633	103.925	-1.29223	-4.33277
186	110	109.17	104.192	4.97808	0.830252
187	96.5	96.8492	104.308	-7.45916	-0.349175
188	92.2	96.2317	104.746	-8.51411	-4.03173
189	112	109.838	105.258	4.5799	2.16176
190	111.4	111.306	105.621	5.68537	0.0937934
191	107.5	106.811	106.083	0.727561	0.689106
192	103.4	105.085	106.579	-1.49405	-1.68511
193	103.5	104.518	106.925	-2.40681	-1.01819
194	107.4	105.192	107.429	-2.23754	2.20838
195	117.6	115.7	107.896	7.80412	1.90004
196	110.2	107.508	107.879	-0.371137	2.69197
197	104.3	106.612	107.904	-1.29223	-2.31194
198	115.9	113.436	108.458	4.97808	2.46359
199	98.9	NA	NA	-7.45916	NA
200	101.9	NA	NA	-8.51411	NA
201	113.5	NA	NA	4.5799	NA
202	109.5	NA	NA	5.68537	NA
203	110	NA	NA	0.727561	NA
204	114.2	NA	NA	-1.49405	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