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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Sun, 03 Dec 2017 14:18:15 +0100

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2017/Dec/03/t1512307422bzni4m2a93p6ru8.htm/, Retrieved Tue, 14 May 2024 22:39:19 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=308452, Retrieved Tue, 14 May 2024 22:39:19 +0000

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Food industry in Belgium

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

-       [Classical Decomposition] [Classical Decompo...] [2017-12-03 13:18:15] [97ca58e32232a99e44a6c848c7facc09] [Current]

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Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	4 seconds
R Server	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time4 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=308452&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=308452&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308452&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	58.5	NA	NA	-1.89524	NA
2	59.8	NA	NA	-6.05456	NA
3	64.6	NA	NA	2.28296	NA
4	62.2	NA	NA	-1.79413	NA
5	68	NA	NA	-2.55767	NA
6	64.3	NA	NA	-0.562095	NA
7	58.9	61.7298	66.125	-4.39524	-2.82976
8	64.8	64.6405	66.6708	-2.03029	0.159461
9	67.5	69.9991	67.1583	2.84078	-2.49912
10	76.2	75.745	67.6417	8.10328	0.455049
11	73.7	71.2763	67.8875	3.38882	2.42368
12	70.4	70.9025	68.2292	2.67338	-0.502549
13	67.7	66.9089	68.8042	-1.89524	0.791078
14	63.7	63.3954	69.45	-6.05456	0.304559
15	72.4	72.3288	70.0458	2.28296	0.0712099
16	66	68.6392	70.4333	-1.79413	-2.63921
17	70.1	68.0923	70.65	-2.55767	2.00767
18	70.4	70.2671	70.8292	-0.562095	0.132929
19	66.6	66.6756	71.0708	-4.39524	-0.0755885
20	72.6	69.3489	71.3792	-2.03029	3.25113
21	74	74.4241	71.5833	2.84078	-0.424118
22	79	79.945	71.8417	8.10328	-0.944951
23	76.1	75.4847	72.0958	3.38882	0.615343
24	72.3	74.8234	72.15	2.67338	-2.52338
25	71.6	70.4256	72.3208	-1.89524	1.17441
26	67.2	66.3538	72.4083	-6.05456	0.846225
27	73.8	74.6705	72.3875	2.28296	-0.870457
28	70.8	70.785	72.5792	-1.79413	0.0149599
29	71.4	70.0757	72.6333	-2.55767	1.32433
30	70.4	72.1629	72.725	-0.562095	-1.7629
31	70.7	68.6173	73.0125	-4.39524	2.08274
32	70.6	71.2655	73.2958	-2.03029	-0.665539
33	75.5	76.2783	73.4375	2.84078	-0.778285
34	82.1	81.645	73.5417	8.10328	0.455049
35	74.3	76.9555	73.5667	3.38882	-2.65549
36	76.3	76.1692	73.4958	2.67338	0.130784
37	74.5	71.6798	73.575	-1.89524	2.82024
38	71.1	67.5038	73.5583	-6.05456	3.59623
39	73.3	75.8496	73.5667	2.28296	-2.54962
40	73.8	71.8767	73.6708	-1.79413	1.92329
41	69	71.1298	73.6875	-2.55767	-2.12983
42	71.1	73.1671	73.7292	-0.562095	-2.06707
43	71.9	69.2964	73.6917	-4.39524	2.60358
44	69	71.553	73.5833	-2.03029	-2.55304
45	77.3	76.7283	73.8875	2.84078	0.571715
46	82.8	82.42	74.3167	8.10328	0.380049
47	74	77.9513	74.5625	3.38882	-3.95132
48	77.6	77.7234	75.05	2.67338	-0.123383
49	72.3	73.5631	75.4583	-1.89524	-1.26309
50	70.7	69.6913	75.7458	-6.05456	1.00873
51	81	78.483	76.2	2.28296	2.51704
52	76.4	74.6725	76.4667	-1.79413	1.72746
53	72.3	74.2673	76.825	-2.55767	-1.96733
54	79.5	76.9087	77.4708	-0.562095	2.59126
55	73.3	73.5881	77.9833	-4.39524	-0.288088
56	74.5	76.1822	78.2125	-2.03029	-1.68221
57	82.7	81.0658	78.225	2.84078	1.63422
58	83.8	86.3116	78.2083	8.10328	-2.51162
59	81.6	81.7722	78.3833	3.38882	-0.172157
60	85.5	81.265	78.5917	2.67338	4.23495
61	76.7	76.6631	78.5583	-1.89524	0.0369115
62	71.8	72.6871	78.7417	-6.05456	-0.887108
63	80.2	81.3871	79.1042	2.28296	-1.18712
64	76.8	77.435	79.2292	-1.79413	-0.63504
65	76.1	76.9548	79.5125	-2.55767	-0.854832
66	80.7	79.2962	79.8583	-0.562095	1.40376
67	71.3	75.7006	80.0958	-4.39524	-4.40059
68	80.9	78.3197	80.35	-2.03029	2.58029
69	85	83.5325	80.6917	2.84078	1.46755
70	84.5	89.0366	80.9333	8.10328	-4.53662
71	87.7	84.6805	81.2917	3.38882	3.01951
72	87.7	84.4359	81.7625	2.67338	3.26412
73	80.2	80.2548	82.15	-1.89524	-0.0547552
74	74.4	76.5621	82.6167	-6.05456	-2.16211
75	85.8	85.2205	82.9375	2.28296	0.579543
76	77	81.6475	83.4417	-1.79413	-4.64754
77	84.5	81.459	84.0167	-2.55767	3.041
78	83.6	83.6171	84.1792	-0.562095	-0.0170713
79	77.7	80.1256	84.5208	-4.39524	-2.42559
80	85.7	83.1489	85.1792	-2.03029	2.55113
81	87.9	88.595	85.7542	2.84078	-0.694951
82	93.7	94.4325	86.3292	8.10328	-0.732451
83	92.3	90.1222	86.7333	3.38882	2.17784
84	87	89.7525	87.0792	2.67338	-2.75255
85	89.1	85.7964	87.6917	-1.89524	3.30358
86	81.3	82.2704	88.325	-6.05456	-0.970441
87	92.7	91.0705	88.7875	2.28296	1.62954
88	83.9	87.6892	89.4833	-1.79413	-3.78921
89	87.3	87.7965	90.3542	-2.55767	-0.496498
90	89.1	90.4796	91.0417	-0.562095	-1.37957
91	86.9	87.4214	91.8167	-4.39524	-0.521422
92	91.7	90.8655	92.8958	-2.03029	0.834461
93	93	96.47	93.6292	2.84078	-3.46995
94	105.3	102.62	94.5167	8.10328	2.68005
95	101.6	99.0263	95.6375	3.38882	2.57368
96	94.2	98.9942	96.3208	2.67338	-4.79422
97	100.5	95.2464	97.1417	-1.89524	5.25358
98	95.8	91.6579	97.7125	-6.05456	4.14206
99	95.8	100.587	98.3042	2.28296	-4.78712
100	102.1	97.2642	99.0583	-1.79413	4.83579
101	96	96.609	99.1667	-2.55767	-0.608998
102	96.8	98.8296	99.3917	-0.562095	-2.02957
103	98.9	95.0548	99.45	-4.39524	3.84524
104	93.4	96.9197	98.95	-2.03029	-3.51971
105	105.5	101.745	98.9042	2.84078	3.75505
106	110.9	106.991	98.8875	8.10328	3.90922
107	98.6	101.893	98.5042	3.38882	-3.29299
108	102.6	101.028	98.3542	2.67338	1.57245
109	93.5	96.3923	98.2875	-1.89524	-2.89226
110	90.8	92.1163	98.1708	-6.05456	-1.31627
111	99.7	100.279	97.9958	2.28296	-0.57879
112	97.8	95.785	97.5792	-1.79413	2.01496
113	91.1	94.7965	97.3542	-2.55767	-3.6965
114	98.1	96.7504	97.3125	-0.562095	1.3496
115	96	92.8048	97.2	-4.39524	3.19524
116	93.5	95.103	97.1333	-2.03029	-1.60304
117	101.2	100.203	97.3625	2.84078	0.996715
118	105.2	105.728	97.625	8.10328	-0.528285
119	98.9	101.105	97.7167	3.38882	-2.20549
120	101.3	100.586	97.9125	2.67338	0.714117
121	92.1	96.0381	97.9333	-1.89524	-3.93809
122	90.6	91.9704	98.025	-6.05456	-1.37044
123	105.4	100.637	98.3542	2.28296	4.76288
124	98.4	96.7642	98.5583	-1.79413	1.63579
125	92.7	96.4423	99	-2.55767	-3.74233
126	101.2	99.1212	99.6833	-0.562095	2.07876
127	93.4	95.9173	100.312	-4.39524	-2.51726
128	98.3	98.8239	100.854	-2.03029	-0.523873
129	104.3	104.074	101.233	2.84078	0.225882
130	107	109.532	101.429	8.10328	-2.53245
131	107.7	105.36	101.971	3.38882	2.34034
132	108.9	105.086	102.412	2.67338	3.81412
133	99.6	100.492	102.387	-1.89524	-0.892255
134	96.1	96.6538	102.708	-6.05456	-0.553775
135	109	105.537	103.254	2.28296	3.46288
136	99.5	101.86	103.654	-1.79413	-2.36004
137	104.6	101.338	103.896	-2.55767	3.26183
138	99.9	103.413	103.975	-0.562095	-3.5129
139	94.1	99.7589	104.154	-4.39524	-5.65892
140	105.3	102.532	104.562	-2.03029	2.76779
141	110.4	107.624	104.783	2.84078	2.77588
142	110.5	112.899	104.796	8.10328	-2.39912
143	110	108.23	104.842	3.38882	1.76951
144	108.5	107.819	105.146	2.67338	0.680784
145	104.3	103.851	105.746	-1.89524	0.449412
146	101.2	100.12	106.175	-6.05456	1.07956
147	109.2	108.358	106.075	2.28296	0.842043
148	99.6	104.506	106.3	-1.79413	-4.90587
149	105.6	104.292	106.85	-2.55767	1.30767
150	106.2	106.246	106.808	-0.562095	-0.046238
151	102.2	102.38	106.775	-4.39524	-0.179755
152	107.5	104.803	106.833	-2.03029	2.69696
153	105.8	109.42	106.579	2.84078	-3.61995
154	120.5	114.707	106.604	8.10328	5.79255
155	113.2	110.21	106.821	3.38882	2.99034
156	104.3	109.29	106.617	2.67338	-4.99005
157	107.7	104.684	106.579	-1.89524	3.01608
158	99.2	100.466	106.521	-6.05456	-1.26627
159	105.1	108.5	106.217	2.28296	-3.39962
160	104.3	104.127	105.921	-1.79413	0.173293
161	106.1	102.801	105.358	-2.55767	3.29933
162	100.8	104.459	105.021	-0.562095	-3.65874
163	106.7	100.376	104.771	-4.39524	6.32441
164	101.6	102.391	104.421	-2.03029	-0.790539
165	104.4	107.032	104.192	2.84078	-2.63245
166	114.8	112.22	104.117	8.10328	2.58005
167	105.4	107.372	103.983	3.38882	-1.97216
168	104	106.54	103.867	2.67338	-2.54005
169	102	101.867	103.762	-1.89524	0.132745
170	96.5	97.4954	103.55	-6.05456	-0.995441
171	102.3	106.045	103.762	2.28296	-3.74546
172	105.3	102.298	104.092	-1.79413	3.00246
173	101.9	101.626	104.183	-2.55767	0.274335
174	102.2	103.863	104.425	-0.562095	-1.6629
175	102.8	100.288	104.683	-4.39524	2.51191
176	100.4	102.832	104.862	-2.03029	-2.43221
177	110.7	108.153	105.313	2.84078	2.54672
178	116.4	113.812	105.708	8.10328	2.58838
179	106	109.151	105.762	3.38882	-3.15132
180	109.2	108.807	106.133	2.67338	0.393284
181	103	104.809	106.704	-1.89524	-1.80892
182	99.8	100.95	107.004	-6.05456	-1.14961
183	109.8	109.516	107.233	2.28296	0.28371
184	107.3	105.664	107.458	-1.79413	1.63579
185	101.2	105.33	107.887	-2.55767	-4.12983
186	111.8	107.871	108.433	-0.562095	3.92876
187	106.9	104.351	108.746	-4.39524	2.54941
188	103.5	107.095	109.125	-2.03029	-3.59471
189	113.1	112.557	109.717	2.84078	0.542549
190	119.4	118.27	110.167	8.10328	1.13005
191	113.3	114.147	110.758	3.38882	-0.847157
192	115	113.99	111.317	2.67338	1.00995
193	104.7	109.367	111.262	-1.89524	-4.66726
194	107.2	105.35	111.404	-6.05456	1.85039
195	116.6	114.02	111.737	2.28296	2.57954
196	111.3	109.677	111.471	-1.79413	1.62329
197	111.4	108.68	111.238	-2.55767	2.72017
198	115	110.738	111.3	-0.562095	4.2621
199	102.4	107.03	111.425	-4.39524	-4.62976
200	111.4	109.291	111.321	-2.03029	2.10946
201	113.2	114.012	111.171	2.84078	-0.811618
202	112.9	119.099	110.996	8.10328	-6.19912
203	114.2	114.276	110.887	3.38882	-0.0763238
204	115.6	113.603	110.929	2.67338	1.99745
205	107.1	108.976	110.871	-1.89524	-1.87559
206	102.3	104.87	110.925	-6.05456	-2.57044
207	117.9	NA	NA	2.28296	NA
208	105.8	NA	NA	-1.79413	NA
209	114.3	NA	NA	-2.55767	NA
210	113.1	NA	NA	-0.562095	NA
211	102.9	NA	NA	-4.39524	NA
212	112.2	NA	NA	-2.03029	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 58.5 & NA & NA & -1.89524 & NA \tabularnewline
2 & 59.8 & NA & NA & -6.05456 & NA \tabularnewline
3 & 64.6 & NA & NA & 2.28296 & NA \tabularnewline
4 & 62.2 & NA & NA & -1.79413 & NA \tabularnewline
5 & 68 & NA & NA & -2.55767 & NA \tabularnewline
6 & 64.3 & NA & NA & -0.562095 & NA \tabularnewline
7 & 58.9 & 61.7298 & 66.125 & -4.39524 & -2.82976 \tabularnewline
8 & 64.8 & 64.6405 & 66.6708 & -2.03029 & 0.159461 \tabularnewline
9 & 67.5 & 69.9991 & 67.1583 & 2.84078 & -2.49912 \tabularnewline
10 & 76.2 & 75.745 & 67.6417 & 8.10328 & 0.455049 \tabularnewline
11 & 73.7 & 71.2763 & 67.8875 & 3.38882 & 2.42368 \tabularnewline
12 & 70.4 & 70.9025 & 68.2292 & 2.67338 & -0.502549 \tabularnewline
13 & 67.7 & 66.9089 & 68.8042 & -1.89524 & 0.791078 \tabularnewline
14 & 63.7 & 63.3954 & 69.45 & -6.05456 & 0.304559 \tabularnewline
15 & 72.4 & 72.3288 & 70.0458 & 2.28296 & 0.0712099 \tabularnewline
16 & 66 & 68.6392 & 70.4333 & -1.79413 & -2.63921 \tabularnewline
17 & 70.1 & 68.0923 & 70.65 & -2.55767 & 2.00767 \tabularnewline
18 & 70.4 & 70.2671 & 70.8292 & -0.562095 & 0.132929 \tabularnewline
19 & 66.6 & 66.6756 & 71.0708 & -4.39524 & -0.0755885 \tabularnewline
20 & 72.6 & 69.3489 & 71.3792 & -2.03029 & 3.25113 \tabularnewline
21 & 74 & 74.4241 & 71.5833 & 2.84078 & -0.424118 \tabularnewline
22 & 79 & 79.945 & 71.8417 & 8.10328 & -0.944951 \tabularnewline
23 & 76.1 & 75.4847 & 72.0958 & 3.38882 & 0.615343 \tabularnewline
24 & 72.3 & 74.8234 & 72.15 & 2.67338 & -2.52338 \tabularnewline
25 & 71.6 & 70.4256 & 72.3208 & -1.89524 & 1.17441 \tabularnewline
26 & 67.2 & 66.3538 & 72.4083 & -6.05456 & 0.846225 \tabularnewline
27 & 73.8 & 74.6705 & 72.3875 & 2.28296 & -0.870457 \tabularnewline
28 & 70.8 & 70.785 & 72.5792 & -1.79413 & 0.0149599 \tabularnewline
29 & 71.4 & 70.0757 & 72.6333 & -2.55767 & 1.32433 \tabularnewline
30 & 70.4 & 72.1629 & 72.725 & -0.562095 & -1.7629 \tabularnewline
31 & 70.7 & 68.6173 & 73.0125 & -4.39524 & 2.08274 \tabularnewline
32 & 70.6 & 71.2655 & 73.2958 & -2.03029 & -0.665539 \tabularnewline
33 & 75.5 & 76.2783 & 73.4375 & 2.84078 & -0.778285 \tabularnewline
34 & 82.1 & 81.645 & 73.5417 & 8.10328 & 0.455049 \tabularnewline
35 & 74.3 & 76.9555 & 73.5667 & 3.38882 & -2.65549 \tabularnewline
36 & 76.3 & 76.1692 & 73.4958 & 2.67338 & 0.130784 \tabularnewline
37 & 74.5 & 71.6798 & 73.575 & -1.89524 & 2.82024 \tabularnewline
38 & 71.1 & 67.5038 & 73.5583 & -6.05456 & 3.59623 \tabularnewline
39 & 73.3 & 75.8496 & 73.5667 & 2.28296 & -2.54962 \tabularnewline
40 & 73.8 & 71.8767 & 73.6708 & -1.79413 & 1.92329 \tabularnewline
41 & 69 & 71.1298 & 73.6875 & -2.55767 & -2.12983 \tabularnewline
42 & 71.1 & 73.1671 & 73.7292 & -0.562095 & -2.06707 \tabularnewline
43 & 71.9 & 69.2964 & 73.6917 & -4.39524 & 2.60358 \tabularnewline
44 & 69 & 71.553 & 73.5833 & -2.03029 & -2.55304 \tabularnewline
45 & 77.3 & 76.7283 & 73.8875 & 2.84078 & 0.571715 \tabularnewline
46 & 82.8 & 82.42 & 74.3167 & 8.10328 & 0.380049 \tabularnewline
47 & 74 & 77.9513 & 74.5625 & 3.38882 & -3.95132 \tabularnewline
48 & 77.6 & 77.7234 & 75.05 & 2.67338 & -0.123383 \tabularnewline
49 & 72.3 & 73.5631 & 75.4583 & -1.89524 & -1.26309 \tabularnewline
50 & 70.7 & 69.6913 & 75.7458 & -6.05456 & 1.00873 \tabularnewline
51 & 81 & 78.483 & 76.2 & 2.28296 & 2.51704 \tabularnewline
52 & 76.4 & 74.6725 & 76.4667 & -1.79413 & 1.72746 \tabularnewline
53 & 72.3 & 74.2673 & 76.825 & -2.55767 & -1.96733 \tabularnewline
54 & 79.5 & 76.9087 & 77.4708 & -0.562095 & 2.59126 \tabularnewline
55 & 73.3 & 73.5881 & 77.9833 & -4.39524 & -0.288088 \tabularnewline
56 & 74.5 & 76.1822 & 78.2125 & -2.03029 & -1.68221 \tabularnewline
57 & 82.7 & 81.0658 & 78.225 & 2.84078 & 1.63422 \tabularnewline
58 & 83.8 & 86.3116 & 78.2083 & 8.10328 & -2.51162 \tabularnewline
59 & 81.6 & 81.7722 & 78.3833 & 3.38882 & -0.172157 \tabularnewline
60 & 85.5 & 81.265 & 78.5917 & 2.67338 & 4.23495 \tabularnewline
61 & 76.7 & 76.6631 & 78.5583 & -1.89524 & 0.0369115 \tabularnewline
62 & 71.8 & 72.6871 & 78.7417 & -6.05456 & -0.887108 \tabularnewline
63 & 80.2 & 81.3871 & 79.1042 & 2.28296 & -1.18712 \tabularnewline
64 & 76.8 & 77.435 & 79.2292 & -1.79413 & -0.63504 \tabularnewline
65 & 76.1 & 76.9548 & 79.5125 & -2.55767 & -0.854832 \tabularnewline
66 & 80.7 & 79.2962 & 79.8583 & -0.562095 & 1.40376 \tabularnewline
67 & 71.3 & 75.7006 & 80.0958 & -4.39524 & -4.40059 \tabularnewline
68 & 80.9 & 78.3197 & 80.35 & -2.03029 & 2.58029 \tabularnewline
69 & 85 & 83.5325 & 80.6917 & 2.84078 & 1.46755 \tabularnewline
70 & 84.5 & 89.0366 & 80.9333 & 8.10328 & -4.53662 \tabularnewline
71 & 87.7 & 84.6805 & 81.2917 & 3.38882 & 3.01951 \tabularnewline
72 & 87.7 & 84.4359 & 81.7625 & 2.67338 & 3.26412 \tabularnewline
73 & 80.2 & 80.2548 & 82.15 & -1.89524 & -0.0547552 \tabularnewline
74 & 74.4 & 76.5621 & 82.6167 & -6.05456 & -2.16211 \tabularnewline
75 & 85.8 & 85.2205 & 82.9375 & 2.28296 & 0.579543 \tabularnewline
76 & 77 & 81.6475 & 83.4417 & -1.79413 & -4.64754 \tabularnewline
77 & 84.5 & 81.459 & 84.0167 & -2.55767 & 3.041 \tabularnewline
78 & 83.6 & 83.6171 & 84.1792 & -0.562095 & -0.0170713 \tabularnewline
79 & 77.7 & 80.1256 & 84.5208 & -4.39524 & -2.42559 \tabularnewline
80 & 85.7 & 83.1489 & 85.1792 & -2.03029 & 2.55113 \tabularnewline
81 & 87.9 & 88.595 & 85.7542 & 2.84078 & -0.694951 \tabularnewline
82 & 93.7 & 94.4325 & 86.3292 & 8.10328 & -0.732451 \tabularnewline
83 & 92.3 & 90.1222 & 86.7333 & 3.38882 & 2.17784 \tabularnewline
84 & 87 & 89.7525 & 87.0792 & 2.67338 & -2.75255 \tabularnewline
85 & 89.1 & 85.7964 & 87.6917 & -1.89524 & 3.30358 \tabularnewline
86 & 81.3 & 82.2704 & 88.325 & -6.05456 & -0.970441 \tabularnewline
87 & 92.7 & 91.0705 & 88.7875 & 2.28296 & 1.62954 \tabularnewline
88 & 83.9 & 87.6892 & 89.4833 & -1.79413 & -3.78921 \tabularnewline
89 & 87.3 & 87.7965 & 90.3542 & -2.55767 & -0.496498 \tabularnewline
90 & 89.1 & 90.4796 & 91.0417 & -0.562095 & -1.37957 \tabularnewline
91 & 86.9 & 87.4214 & 91.8167 & -4.39524 & -0.521422 \tabularnewline
92 & 91.7 & 90.8655 & 92.8958 & -2.03029 & 0.834461 \tabularnewline
93 & 93 & 96.47 & 93.6292 & 2.84078 & -3.46995 \tabularnewline
94 & 105.3 & 102.62 & 94.5167 & 8.10328 & 2.68005 \tabularnewline
95 & 101.6 & 99.0263 & 95.6375 & 3.38882 & 2.57368 \tabularnewline
96 & 94.2 & 98.9942 & 96.3208 & 2.67338 & -4.79422 \tabularnewline
97 & 100.5 & 95.2464 & 97.1417 & -1.89524 & 5.25358 \tabularnewline
98 & 95.8 & 91.6579 & 97.7125 & -6.05456 & 4.14206 \tabularnewline
99 & 95.8 & 100.587 & 98.3042 & 2.28296 & -4.78712 \tabularnewline
100 & 102.1 & 97.2642 & 99.0583 & -1.79413 & 4.83579 \tabularnewline
101 & 96 & 96.609 & 99.1667 & -2.55767 & -0.608998 \tabularnewline
102 & 96.8 & 98.8296 & 99.3917 & -0.562095 & -2.02957 \tabularnewline
103 & 98.9 & 95.0548 & 99.45 & -4.39524 & 3.84524 \tabularnewline
104 & 93.4 & 96.9197 & 98.95 & -2.03029 & -3.51971 \tabularnewline
105 & 105.5 & 101.745 & 98.9042 & 2.84078 & 3.75505 \tabularnewline
106 & 110.9 & 106.991 & 98.8875 & 8.10328 & 3.90922 \tabularnewline
107 & 98.6 & 101.893 & 98.5042 & 3.38882 & -3.29299 \tabularnewline
108 & 102.6 & 101.028 & 98.3542 & 2.67338 & 1.57245 \tabularnewline
109 & 93.5 & 96.3923 & 98.2875 & -1.89524 & -2.89226 \tabularnewline
110 & 90.8 & 92.1163 & 98.1708 & -6.05456 & -1.31627 \tabularnewline
111 & 99.7 & 100.279 & 97.9958 & 2.28296 & -0.57879 \tabularnewline
112 & 97.8 & 95.785 & 97.5792 & -1.79413 & 2.01496 \tabularnewline
113 & 91.1 & 94.7965 & 97.3542 & -2.55767 & -3.6965 \tabularnewline
114 & 98.1 & 96.7504 & 97.3125 & -0.562095 & 1.3496 \tabularnewline
115 & 96 & 92.8048 & 97.2 & -4.39524 & 3.19524 \tabularnewline
116 & 93.5 & 95.103 & 97.1333 & -2.03029 & -1.60304 \tabularnewline
117 & 101.2 & 100.203 & 97.3625 & 2.84078 & 0.996715 \tabularnewline
118 & 105.2 & 105.728 & 97.625 & 8.10328 & -0.528285 \tabularnewline
119 & 98.9 & 101.105 & 97.7167 & 3.38882 & -2.20549 \tabularnewline
120 & 101.3 & 100.586 & 97.9125 & 2.67338 & 0.714117 \tabularnewline
121 & 92.1 & 96.0381 & 97.9333 & -1.89524 & -3.93809 \tabularnewline
122 & 90.6 & 91.9704 & 98.025 & -6.05456 & -1.37044 \tabularnewline
123 & 105.4 & 100.637 & 98.3542 & 2.28296 & 4.76288 \tabularnewline
124 & 98.4 & 96.7642 & 98.5583 & -1.79413 & 1.63579 \tabularnewline
125 & 92.7 & 96.4423 & 99 & -2.55767 & -3.74233 \tabularnewline
126 & 101.2 & 99.1212 & 99.6833 & -0.562095 & 2.07876 \tabularnewline
127 & 93.4 & 95.9173 & 100.312 & -4.39524 & -2.51726 \tabularnewline
128 & 98.3 & 98.8239 & 100.854 & -2.03029 & -0.523873 \tabularnewline
129 & 104.3 & 104.074 & 101.233 & 2.84078 & 0.225882 \tabularnewline
130 & 107 & 109.532 & 101.429 & 8.10328 & -2.53245 \tabularnewline
131 & 107.7 & 105.36 & 101.971 & 3.38882 & 2.34034 \tabularnewline
132 & 108.9 & 105.086 & 102.412 & 2.67338 & 3.81412 \tabularnewline
133 & 99.6 & 100.492 & 102.387 & -1.89524 & -0.892255 \tabularnewline
134 & 96.1 & 96.6538 & 102.708 & -6.05456 & -0.553775 \tabularnewline
135 & 109 & 105.537 & 103.254 & 2.28296 & 3.46288 \tabularnewline
136 & 99.5 & 101.86 & 103.654 & -1.79413 & -2.36004 \tabularnewline
137 & 104.6 & 101.338 & 103.896 & -2.55767 & 3.26183 \tabularnewline
138 & 99.9 & 103.413 & 103.975 & -0.562095 & -3.5129 \tabularnewline
139 & 94.1 & 99.7589 & 104.154 & -4.39524 & -5.65892 \tabularnewline
140 & 105.3 & 102.532 & 104.562 & -2.03029 & 2.76779 \tabularnewline
141 & 110.4 & 107.624 & 104.783 & 2.84078 & 2.77588 \tabularnewline
142 & 110.5 & 112.899 & 104.796 & 8.10328 & -2.39912 \tabularnewline
143 & 110 & 108.23 & 104.842 & 3.38882 & 1.76951 \tabularnewline
144 & 108.5 & 107.819 & 105.146 & 2.67338 & 0.680784 \tabularnewline
145 & 104.3 & 103.851 & 105.746 & -1.89524 & 0.449412 \tabularnewline
146 & 101.2 & 100.12 & 106.175 & -6.05456 & 1.07956 \tabularnewline
147 & 109.2 & 108.358 & 106.075 & 2.28296 & 0.842043 \tabularnewline
148 & 99.6 & 104.506 & 106.3 & -1.79413 & -4.90587 \tabularnewline
149 & 105.6 & 104.292 & 106.85 & -2.55767 & 1.30767 \tabularnewline
150 & 106.2 & 106.246 & 106.808 & -0.562095 & -0.046238 \tabularnewline
151 & 102.2 & 102.38 & 106.775 & -4.39524 & -0.179755 \tabularnewline
152 & 107.5 & 104.803 & 106.833 & -2.03029 & 2.69696 \tabularnewline
153 & 105.8 & 109.42 & 106.579 & 2.84078 & -3.61995 \tabularnewline
154 & 120.5 & 114.707 & 106.604 & 8.10328 & 5.79255 \tabularnewline
155 & 113.2 & 110.21 & 106.821 & 3.38882 & 2.99034 \tabularnewline
156 & 104.3 & 109.29 & 106.617 & 2.67338 & -4.99005 \tabularnewline
157 & 107.7 & 104.684 & 106.579 & -1.89524 & 3.01608 \tabularnewline
158 & 99.2 & 100.466 & 106.521 & -6.05456 & -1.26627 \tabularnewline
159 & 105.1 & 108.5 & 106.217 & 2.28296 & -3.39962 \tabularnewline
160 & 104.3 & 104.127 & 105.921 & -1.79413 & 0.173293 \tabularnewline
161 & 106.1 & 102.801 & 105.358 & -2.55767 & 3.29933 \tabularnewline
162 & 100.8 & 104.459 & 105.021 & -0.562095 & -3.65874 \tabularnewline
163 & 106.7 & 100.376 & 104.771 & -4.39524 & 6.32441 \tabularnewline
164 & 101.6 & 102.391 & 104.421 & -2.03029 & -0.790539 \tabularnewline
165 & 104.4 & 107.032 & 104.192 & 2.84078 & -2.63245 \tabularnewline
166 & 114.8 & 112.22 & 104.117 & 8.10328 & 2.58005 \tabularnewline
167 & 105.4 & 107.372 & 103.983 & 3.38882 & -1.97216 \tabularnewline
168 & 104 & 106.54 & 103.867 & 2.67338 & -2.54005 \tabularnewline
169 & 102 & 101.867 & 103.762 & -1.89524 & 0.132745 \tabularnewline
170 & 96.5 & 97.4954 & 103.55 & -6.05456 & -0.995441 \tabularnewline
171 & 102.3 & 106.045 & 103.762 & 2.28296 & -3.74546 \tabularnewline
172 & 105.3 & 102.298 & 104.092 & -1.79413 & 3.00246 \tabularnewline
173 & 101.9 & 101.626 & 104.183 & -2.55767 & 0.274335 \tabularnewline
174 & 102.2 & 103.863 & 104.425 & -0.562095 & -1.6629 \tabularnewline
175 & 102.8 & 100.288 & 104.683 & -4.39524 & 2.51191 \tabularnewline
176 & 100.4 & 102.832 & 104.862 & -2.03029 & -2.43221 \tabularnewline
177 & 110.7 & 108.153 & 105.313 & 2.84078 & 2.54672 \tabularnewline
178 & 116.4 & 113.812 & 105.708 & 8.10328 & 2.58838 \tabularnewline
179 & 106 & 109.151 & 105.762 & 3.38882 & -3.15132 \tabularnewline
180 & 109.2 & 108.807 & 106.133 & 2.67338 & 0.393284 \tabularnewline
181 & 103 & 104.809 & 106.704 & -1.89524 & -1.80892 \tabularnewline
182 & 99.8 & 100.95 & 107.004 & -6.05456 & -1.14961 \tabularnewline
183 & 109.8 & 109.516 & 107.233 & 2.28296 & 0.28371 \tabularnewline
184 & 107.3 & 105.664 & 107.458 & -1.79413 & 1.63579 \tabularnewline
185 & 101.2 & 105.33 & 107.887 & -2.55767 & -4.12983 \tabularnewline
186 & 111.8 & 107.871 & 108.433 & -0.562095 & 3.92876 \tabularnewline
187 & 106.9 & 104.351 & 108.746 & -4.39524 & 2.54941 \tabularnewline
188 & 103.5 & 107.095 & 109.125 & -2.03029 & -3.59471 \tabularnewline
189 & 113.1 & 112.557 & 109.717 & 2.84078 & 0.542549 \tabularnewline
190 & 119.4 & 118.27 & 110.167 & 8.10328 & 1.13005 \tabularnewline
191 & 113.3 & 114.147 & 110.758 & 3.38882 & -0.847157 \tabularnewline
192 & 115 & 113.99 & 111.317 & 2.67338 & 1.00995 \tabularnewline
193 & 104.7 & 109.367 & 111.262 & -1.89524 & -4.66726 \tabularnewline
194 & 107.2 & 105.35 & 111.404 & -6.05456 & 1.85039 \tabularnewline
195 & 116.6 & 114.02 & 111.737 & 2.28296 & 2.57954 \tabularnewline
196 & 111.3 & 109.677 & 111.471 & -1.79413 & 1.62329 \tabularnewline
197 & 111.4 & 108.68 & 111.238 & -2.55767 & 2.72017 \tabularnewline
198 & 115 & 110.738 & 111.3 & -0.562095 & 4.2621 \tabularnewline
199 & 102.4 & 107.03 & 111.425 & -4.39524 & -4.62976 \tabularnewline
200 & 111.4 & 109.291 & 111.321 & -2.03029 & 2.10946 \tabularnewline
201 & 113.2 & 114.012 & 111.171 & 2.84078 & -0.811618 \tabularnewline
202 & 112.9 & 119.099 & 110.996 & 8.10328 & -6.19912 \tabularnewline
203 & 114.2 & 114.276 & 110.887 & 3.38882 & -0.0763238 \tabularnewline
204 & 115.6 & 113.603 & 110.929 & 2.67338 & 1.99745 \tabularnewline
205 & 107.1 & 108.976 & 110.871 & -1.89524 & -1.87559 \tabularnewline
206 & 102.3 & 104.87 & 110.925 & -6.05456 & -2.57044 \tabularnewline
207 & 117.9 & NA & NA & 2.28296 & NA \tabularnewline
208 & 105.8 & NA & NA & -1.79413 & NA \tabularnewline
209 & 114.3 & NA & NA & -2.55767 & NA \tabularnewline
210 & 113.1 & NA & NA & -0.562095 & NA \tabularnewline
211 & 102.9 & NA & NA & -4.39524 & NA \tabularnewline
212 & 112.2 & NA & NA & -2.03029 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=308452&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]58.5[/C][C]NA[/C][C]NA[/C][C]-1.89524[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]59.8[/C][C]NA[/C][C]NA[/C][C]-6.05456[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]64.6[/C][C]NA[/C][C]NA[/C][C]2.28296[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]62.2[/C][C]NA[/C][C]NA[/C][C]-1.79413[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]68[/C][C]NA[/C][C]NA[/C][C]-2.55767[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]64.3[/C][C]NA[/C][C]NA[/C][C]-0.562095[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]58.9[/C][C]61.7298[/C][C]66.125[/C][C]-4.39524[/C][C]-2.82976[/C][/ROW]
[ROW][C]8[/C][C]64.8[/C][C]64.6405[/C][C]66.6708[/C][C]-2.03029[/C][C]0.159461[/C][/ROW]
[ROW][C]9[/C][C]67.5[/C][C]69.9991[/C][C]67.1583[/C][C]2.84078[/C][C]-2.49912[/C][/ROW]
[ROW][C]10[/C][C]76.2[/C][C]75.745[/C][C]67.6417[/C][C]8.10328[/C][C]0.455049[/C][/ROW]
[ROW][C]11[/C][C]73.7[/C][C]71.2763[/C][C]67.8875[/C][C]3.38882[/C][C]2.42368[/C][/ROW]
[ROW][C]12[/C][C]70.4[/C][C]70.9025[/C][C]68.2292[/C][C]2.67338[/C][C]-0.502549[/C][/ROW]
[ROW][C]13[/C][C]67.7[/C][C]66.9089[/C][C]68.8042[/C][C]-1.89524[/C][C]0.791078[/C][/ROW]
[ROW][C]14[/C][C]63.7[/C][C]63.3954[/C][C]69.45[/C][C]-6.05456[/C][C]0.304559[/C][/ROW]
[ROW][C]15[/C][C]72.4[/C][C]72.3288[/C][C]70.0458[/C][C]2.28296[/C][C]0.0712099[/C][/ROW]
[ROW][C]16[/C][C]66[/C][C]68.6392[/C][C]70.4333[/C][C]-1.79413[/C][C]-2.63921[/C][/ROW]
[ROW][C]17[/C][C]70.1[/C][C]68.0923[/C][C]70.65[/C][C]-2.55767[/C][C]2.00767[/C][/ROW]
[ROW][C]18[/C][C]70.4[/C][C]70.2671[/C][C]70.8292[/C][C]-0.562095[/C][C]0.132929[/C][/ROW]
[ROW][C]19[/C][C]66.6[/C][C]66.6756[/C][C]71.0708[/C][C]-4.39524[/C][C]-0.0755885[/C][/ROW]
[ROW][C]20[/C][C]72.6[/C][C]69.3489[/C][C]71.3792[/C][C]-2.03029[/C][C]3.25113[/C][/ROW]
[ROW][C]21[/C][C]74[/C][C]74.4241[/C][C]71.5833[/C][C]2.84078[/C][C]-0.424118[/C][/ROW]
[ROW][C]22[/C][C]79[/C][C]79.945[/C][C]71.8417[/C][C]8.10328[/C][C]-0.944951[/C][/ROW]
[ROW][C]23[/C][C]76.1[/C][C]75.4847[/C][C]72.0958[/C][C]3.38882[/C][C]0.615343[/C][/ROW]
[ROW][C]24[/C][C]72.3[/C][C]74.8234[/C][C]72.15[/C][C]2.67338[/C][C]-2.52338[/C][/ROW]
[ROW][C]25[/C][C]71.6[/C][C]70.4256[/C][C]72.3208[/C][C]-1.89524[/C][C]1.17441[/C][/ROW]
[ROW][C]26[/C][C]67.2[/C][C]66.3538[/C][C]72.4083[/C][C]-6.05456[/C][C]0.846225[/C][/ROW]
[ROW][C]27[/C][C]73.8[/C][C]74.6705[/C][C]72.3875[/C][C]2.28296[/C][C]-0.870457[/C][/ROW]
[ROW][C]28[/C][C]70.8[/C][C]70.785[/C][C]72.5792[/C][C]-1.79413[/C][C]0.0149599[/C][/ROW]
[ROW][C]29[/C][C]71.4[/C][C]70.0757[/C][C]72.6333[/C][C]-2.55767[/C][C]1.32433[/C][/ROW]
[ROW][C]30[/C][C]70.4[/C][C]72.1629[/C][C]72.725[/C][C]-0.562095[/C][C]-1.7629[/C][/ROW]
[ROW][C]31[/C][C]70.7[/C][C]68.6173[/C][C]73.0125[/C][C]-4.39524[/C][C]2.08274[/C][/ROW]
[ROW][C]32[/C][C]70.6[/C][C]71.2655[/C][C]73.2958[/C][C]-2.03029[/C][C]-0.665539[/C][/ROW]
[ROW][C]33[/C][C]75.5[/C][C]76.2783[/C][C]73.4375[/C][C]2.84078[/C][C]-0.778285[/C][/ROW]
[ROW][C]34[/C][C]82.1[/C][C]81.645[/C][C]73.5417[/C][C]8.10328[/C][C]0.455049[/C][/ROW]
[ROW][C]35[/C][C]74.3[/C][C]76.9555[/C][C]73.5667[/C][C]3.38882[/C][C]-2.65549[/C][/ROW]
[ROW][C]36[/C][C]76.3[/C][C]76.1692[/C][C]73.4958[/C][C]2.67338[/C][C]0.130784[/C][/ROW]
[ROW][C]37[/C][C]74.5[/C][C]71.6798[/C][C]73.575[/C][C]-1.89524[/C][C]2.82024[/C][/ROW]
[ROW][C]38[/C][C]71.1[/C][C]67.5038[/C][C]73.5583[/C][C]-6.05456[/C][C]3.59623[/C][/ROW]
[ROW][C]39[/C][C]73.3[/C][C]75.8496[/C][C]73.5667[/C][C]2.28296[/C][C]-2.54962[/C][/ROW]
[ROW][C]40[/C][C]73.8[/C][C]71.8767[/C][C]73.6708[/C][C]-1.79413[/C][C]1.92329[/C][/ROW]
[ROW][C]41[/C][C]69[/C][C]71.1298[/C][C]73.6875[/C][C]-2.55767[/C][C]-2.12983[/C][/ROW]
[ROW][C]42[/C][C]71.1[/C][C]73.1671[/C][C]73.7292[/C][C]-0.562095[/C][C]-2.06707[/C][/ROW]
[ROW][C]43[/C][C]71.9[/C][C]69.2964[/C][C]73.6917[/C][C]-4.39524[/C][C]2.60358[/C][/ROW]
[ROW][C]44[/C][C]69[/C][C]71.553[/C][C]73.5833[/C][C]-2.03029[/C][C]-2.55304[/C][/ROW]
[ROW][C]45[/C][C]77.3[/C][C]76.7283[/C][C]73.8875[/C][C]2.84078[/C][C]0.571715[/C][/ROW]
[ROW][C]46[/C][C]82.8[/C][C]82.42[/C][C]74.3167[/C][C]8.10328[/C][C]0.380049[/C][/ROW]
[ROW][C]47[/C][C]74[/C][C]77.9513[/C][C]74.5625[/C][C]3.38882[/C][C]-3.95132[/C][/ROW]
[ROW][C]48[/C][C]77.6[/C][C]77.7234[/C][C]75.05[/C][C]2.67338[/C][C]-0.123383[/C][/ROW]
[ROW][C]49[/C][C]72.3[/C][C]73.5631[/C][C]75.4583[/C][C]-1.89524[/C][C]-1.26309[/C][/ROW]
[ROW][C]50[/C][C]70.7[/C][C]69.6913[/C][C]75.7458[/C][C]-6.05456[/C][C]1.00873[/C][/ROW]
[ROW][C]51[/C][C]81[/C][C]78.483[/C][C]76.2[/C][C]2.28296[/C][C]2.51704[/C][/ROW]
[ROW][C]52[/C][C]76.4[/C][C]74.6725[/C][C]76.4667[/C][C]-1.79413[/C][C]1.72746[/C][/ROW]
[ROW][C]53[/C][C]72.3[/C][C]74.2673[/C][C]76.825[/C][C]-2.55767[/C][C]-1.96733[/C][/ROW]
[ROW][C]54[/C][C]79.5[/C][C]76.9087[/C][C]77.4708[/C][C]-0.562095[/C][C]2.59126[/C][/ROW]
[ROW][C]55[/C][C]73.3[/C][C]73.5881[/C][C]77.9833[/C][C]-4.39524[/C][C]-0.288088[/C][/ROW]
[ROW][C]56[/C][C]74.5[/C][C]76.1822[/C][C]78.2125[/C][C]-2.03029[/C][C]-1.68221[/C][/ROW]
[ROW][C]57[/C][C]82.7[/C][C]81.0658[/C][C]78.225[/C][C]2.84078[/C][C]1.63422[/C][/ROW]
[ROW][C]58[/C][C]83.8[/C][C]86.3116[/C][C]78.2083[/C][C]8.10328[/C][C]-2.51162[/C][/ROW]
[ROW][C]59[/C][C]81.6[/C][C]81.7722[/C][C]78.3833[/C][C]3.38882[/C][C]-0.172157[/C][/ROW]
[ROW][C]60[/C][C]85.5[/C][C]81.265[/C][C]78.5917[/C][C]2.67338[/C][C]4.23495[/C][/ROW]
[ROW][C]61[/C][C]76.7[/C][C]76.6631[/C][C]78.5583[/C][C]-1.89524[/C][C]0.0369115[/C][/ROW]
[ROW][C]62[/C][C]71.8[/C][C]72.6871[/C][C]78.7417[/C][C]-6.05456[/C][C]-0.887108[/C][/ROW]
[ROW][C]63[/C][C]80.2[/C][C]81.3871[/C][C]79.1042[/C][C]2.28296[/C][C]-1.18712[/C][/ROW]
[ROW][C]64[/C][C]76.8[/C][C]77.435[/C][C]79.2292[/C][C]-1.79413[/C][C]-0.63504[/C][/ROW]
[ROW][C]65[/C][C]76.1[/C][C]76.9548[/C][C]79.5125[/C][C]-2.55767[/C][C]-0.854832[/C][/ROW]
[ROW][C]66[/C][C]80.7[/C][C]79.2962[/C][C]79.8583[/C][C]-0.562095[/C][C]1.40376[/C][/ROW]
[ROW][C]67[/C][C]71.3[/C][C]75.7006[/C][C]80.0958[/C][C]-4.39524[/C][C]-4.40059[/C][/ROW]
[ROW][C]68[/C][C]80.9[/C][C]78.3197[/C][C]80.35[/C][C]-2.03029[/C][C]2.58029[/C][/ROW]
[ROW][C]69[/C][C]85[/C][C]83.5325[/C][C]80.6917[/C][C]2.84078[/C][C]1.46755[/C][/ROW]
[ROW][C]70[/C][C]84.5[/C][C]89.0366[/C][C]80.9333[/C][C]8.10328[/C][C]-4.53662[/C][/ROW]
[ROW][C]71[/C][C]87.7[/C][C]84.6805[/C][C]81.2917[/C][C]3.38882[/C][C]3.01951[/C][/ROW]
[ROW][C]72[/C][C]87.7[/C][C]84.4359[/C][C]81.7625[/C][C]2.67338[/C][C]3.26412[/C][/ROW]
[ROW][C]73[/C][C]80.2[/C][C]80.2548[/C][C]82.15[/C][C]-1.89524[/C][C]-0.0547552[/C][/ROW]
[ROW][C]74[/C][C]74.4[/C][C]76.5621[/C][C]82.6167[/C][C]-6.05456[/C][C]-2.16211[/C][/ROW]
[ROW][C]75[/C][C]85.8[/C][C]85.2205[/C][C]82.9375[/C][C]2.28296[/C][C]0.579543[/C][/ROW]
[ROW][C]76[/C][C]77[/C][C]81.6475[/C][C]83.4417[/C][C]-1.79413[/C][C]-4.64754[/C][/ROW]
[ROW][C]77[/C][C]84.5[/C][C]81.459[/C][C]84.0167[/C][C]-2.55767[/C][C]3.041[/C][/ROW]
[ROW][C]78[/C][C]83.6[/C][C]83.6171[/C][C]84.1792[/C][C]-0.562095[/C][C]-0.0170713[/C][/ROW]
[ROW][C]79[/C][C]77.7[/C][C]80.1256[/C][C]84.5208[/C][C]-4.39524[/C][C]-2.42559[/C][/ROW]
[ROW][C]80[/C][C]85.7[/C][C]83.1489[/C][C]85.1792[/C][C]-2.03029[/C][C]2.55113[/C][/ROW]
[ROW][C]81[/C][C]87.9[/C][C]88.595[/C][C]85.7542[/C][C]2.84078[/C][C]-0.694951[/C][/ROW]
[ROW][C]82[/C][C]93.7[/C][C]94.4325[/C][C]86.3292[/C][C]8.10328[/C][C]-0.732451[/C][/ROW]
[ROW][C]83[/C][C]92.3[/C][C]90.1222[/C][C]86.7333[/C][C]3.38882[/C][C]2.17784[/C][/ROW]
[ROW][C]84[/C][C]87[/C][C]89.7525[/C][C]87.0792[/C][C]2.67338[/C][C]-2.75255[/C][/ROW]
[ROW][C]85[/C][C]89.1[/C][C]85.7964[/C][C]87.6917[/C][C]-1.89524[/C][C]3.30358[/C][/ROW]
[ROW][C]86[/C][C]81.3[/C][C]82.2704[/C][C]88.325[/C][C]-6.05456[/C][C]-0.970441[/C][/ROW]
[ROW][C]87[/C][C]92.7[/C][C]91.0705[/C][C]88.7875[/C][C]2.28296[/C][C]1.62954[/C][/ROW]
[ROW][C]88[/C][C]83.9[/C][C]87.6892[/C][C]89.4833[/C][C]-1.79413[/C][C]-3.78921[/C][/ROW]
[ROW][C]89[/C][C]87.3[/C][C]87.7965[/C][C]90.3542[/C][C]-2.55767[/C][C]-0.496498[/C][/ROW]
[ROW][C]90[/C][C]89.1[/C][C]90.4796[/C][C]91.0417[/C][C]-0.562095[/C][C]-1.37957[/C][/ROW]
[ROW][C]91[/C][C]86.9[/C][C]87.4214[/C][C]91.8167[/C][C]-4.39524[/C][C]-0.521422[/C][/ROW]
[ROW][C]92[/C][C]91.7[/C][C]90.8655[/C][C]92.8958[/C][C]-2.03029[/C][C]0.834461[/C][/ROW]
[ROW][C]93[/C][C]93[/C][C]96.47[/C][C]93.6292[/C][C]2.84078[/C][C]-3.46995[/C][/ROW]
[ROW][C]94[/C][C]105.3[/C][C]102.62[/C][C]94.5167[/C][C]8.10328[/C][C]2.68005[/C][/ROW]
[ROW][C]95[/C][C]101.6[/C][C]99.0263[/C][C]95.6375[/C][C]3.38882[/C][C]2.57368[/C][/ROW]
[ROW][C]96[/C][C]94.2[/C][C]98.9942[/C][C]96.3208[/C][C]2.67338[/C][C]-4.79422[/C][/ROW]
[ROW][C]97[/C][C]100.5[/C][C]95.2464[/C][C]97.1417[/C][C]-1.89524[/C][C]5.25358[/C][/ROW]
[ROW][C]98[/C][C]95.8[/C][C]91.6579[/C][C]97.7125[/C][C]-6.05456[/C][C]4.14206[/C][/ROW]
[ROW][C]99[/C][C]95.8[/C][C]100.587[/C][C]98.3042[/C][C]2.28296[/C][C]-4.78712[/C][/ROW]
[ROW][C]100[/C][C]102.1[/C][C]97.2642[/C][C]99.0583[/C][C]-1.79413[/C][C]4.83579[/C][/ROW]
[ROW][C]101[/C][C]96[/C][C]96.609[/C][C]99.1667[/C][C]-2.55767[/C][C]-0.608998[/C][/ROW]
[ROW][C]102[/C][C]96.8[/C][C]98.8296[/C][C]99.3917[/C][C]-0.562095[/C][C]-2.02957[/C][/ROW]
[ROW][C]103[/C][C]98.9[/C][C]95.0548[/C][C]99.45[/C][C]-4.39524[/C][C]3.84524[/C][/ROW]
[ROW][C]104[/C][C]93.4[/C][C]96.9197[/C][C]98.95[/C][C]-2.03029[/C][C]-3.51971[/C][/ROW]
[ROW][C]105[/C][C]105.5[/C][C]101.745[/C][C]98.9042[/C][C]2.84078[/C][C]3.75505[/C][/ROW]
[ROW][C]106[/C][C]110.9[/C][C]106.991[/C][C]98.8875[/C][C]8.10328[/C][C]3.90922[/C][/ROW]
[ROW][C]107[/C][C]98.6[/C][C]101.893[/C][C]98.5042[/C][C]3.38882[/C][C]-3.29299[/C][/ROW]
[ROW][C]108[/C][C]102.6[/C][C]101.028[/C][C]98.3542[/C][C]2.67338[/C][C]1.57245[/C][/ROW]
[ROW][C]109[/C][C]93.5[/C][C]96.3923[/C][C]98.2875[/C][C]-1.89524[/C][C]-2.89226[/C][/ROW]
[ROW][C]110[/C][C]90.8[/C][C]92.1163[/C][C]98.1708[/C][C]-6.05456[/C][C]-1.31627[/C][/ROW]
[ROW][C]111[/C][C]99.7[/C][C]100.279[/C][C]97.9958[/C][C]2.28296[/C][C]-0.57879[/C][/ROW]
[ROW][C]112[/C][C]97.8[/C][C]95.785[/C][C]97.5792[/C][C]-1.79413[/C][C]2.01496[/C][/ROW]
[ROW][C]113[/C][C]91.1[/C][C]94.7965[/C][C]97.3542[/C][C]-2.55767[/C][C]-3.6965[/C][/ROW]
[ROW][C]114[/C][C]98.1[/C][C]96.7504[/C][C]97.3125[/C][C]-0.562095[/C][C]1.3496[/C][/ROW]
[ROW][C]115[/C][C]96[/C][C]92.8048[/C][C]97.2[/C][C]-4.39524[/C][C]3.19524[/C][/ROW]
[ROW][C]116[/C][C]93.5[/C][C]95.103[/C][C]97.1333[/C][C]-2.03029[/C][C]-1.60304[/C][/ROW]
[ROW][C]117[/C][C]101.2[/C][C]100.203[/C][C]97.3625[/C][C]2.84078[/C][C]0.996715[/C][/ROW]
[ROW][C]118[/C][C]105.2[/C][C]105.728[/C][C]97.625[/C][C]8.10328[/C][C]-0.528285[/C][/ROW]
[ROW][C]119[/C][C]98.9[/C][C]101.105[/C][C]97.7167[/C][C]3.38882[/C][C]-2.20549[/C][/ROW]
[ROW][C]120[/C][C]101.3[/C][C]100.586[/C][C]97.9125[/C][C]2.67338[/C][C]0.714117[/C][/ROW]
[ROW][C]121[/C][C]92.1[/C][C]96.0381[/C][C]97.9333[/C][C]-1.89524[/C][C]-3.93809[/C][/ROW]
[ROW][C]122[/C][C]90.6[/C][C]91.9704[/C][C]98.025[/C][C]-6.05456[/C][C]-1.37044[/C][/ROW]
[ROW][C]123[/C][C]105.4[/C][C]100.637[/C][C]98.3542[/C][C]2.28296[/C][C]4.76288[/C][/ROW]
[ROW][C]124[/C][C]98.4[/C][C]96.7642[/C][C]98.5583[/C][C]-1.79413[/C][C]1.63579[/C][/ROW]
[ROW][C]125[/C][C]92.7[/C][C]96.4423[/C][C]99[/C][C]-2.55767[/C][C]-3.74233[/C][/ROW]
[ROW][C]126[/C][C]101.2[/C][C]99.1212[/C][C]99.6833[/C][C]-0.562095[/C][C]2.07876[/C][/ROW]
[ROW][C]127[/C][C]93.4[/C][C]95.9173[/C][C]100.312[/C][C]-4.39524[/C][C]-2.51726[/C][/ROW]
[ROW][C]128[/C][C]98.3[/C][C]98.8239[/C][C]100.854[/C][C]-2.03029[/C][C]-0.523873[/C][/ROW]
[ROW][C]129[/C][C]104.3[/C][C]104.074[/C][C]101.233[/C][C]2.84078[/C][C]0.225882[/C][/ROW]
[ROW][C]130[/C][C]107[/C][C]109.532[/C][C]101.429[/C][C]8.10328[/C][C]-2.53245[/C][/ROW]
[ROW][C]131[/C][C]107.7[/C][C]105.36[/C][C]101.971[/C][C]3.38882[/C][C]2.34034[/C][/ROW]
[ROW][C]132[/C][C]108.9[/C][C]105.086[/C][C]102.412[/C][C]2.67338[/C][C]3.81412[/C][/ROW]
[ROW][C]133[/C][C]99.6[/C][C]100.492[/C][C]102.387[/C][C]-1.89524[/C][C]-0.892255[/C][/ROW]
[ROW][C]134[/C][C]96.1[/C][C]96.6538[/C][C]102.708[/C][C]-6.05456[/C][C]-0.553775[/C][/ROW]
[ROW][C]135[/C][C]109[/C][C]105.537[/C][C]103.254[/C][C]2.28296[/C][C]3.46288[/C][/ROW]
[ROW][C]136[/C][C]99.5[/C][C]101.86[/C][C]103.654[/C][C]-1.79413[/C][C]-2.36004[/C][/ROW]
[ROW][C]137[/C][C]104.6[/C][C]101.338[/C][C]103.896[/C][C]-2.55767[/C][C]3.26183[/C][/ROW]
[ROW][C]138[/C][C]99.9[/C][C]103.413[/C][C]103.975[/C][C]-0.562095[/C][C]-3.5129[/C][/ROW]
[ROW][C]139[/C][C]94.1[/C][C]99.7589[/C][C]104.154[/C][C]-4.39524[/C][C]-5.65892[/C][/ROW]
[ROW][C]140[/C][C]105.3[/C][C]102.532[/C][C]104.562[/C][C]-2.03029[/C][C]2.76779[/C][/ROW]
[ROW][C]141[/C][C]110.4[/C][C]107.624[/C][C]104.783[/C][C]2.84078[/C][C]2.77588[/C][/ROW]
[ROW][C]142[/C][C]110.5[/C][C]112.899[/C][C]104.796[/C][C]8.10328[/C][C]-2.39912[/C][/ROW]
[ROW][C]143[/C][C]110[/C][C]108.23[/C][C]104.842[/C][C]3.38882[/C][C]1.76951[/C][/ROW]
[ROW][C]144[/C][C]108.5[/C][C]107.819[/C][C]105.146[/C][C]2.67338[/C][C]0.680784[/C][/ROW]
[ROW][C]145[/C][C]104.3[/C][C]103.851[/C][C]105.746[/C][C]-1.89524[/C][C]0.449412[/C][/ROW]
[ROW][C]146[/C][C]101.2[/C][C]100.12[/C][C]106.175[/C][C]-6.05456[/C][C]1.07956[/C][/ROW]
[ROW][C]147[/C][C]109.2[/C][C]108.358[/C][C]106.075[/C][C]2.28296[/C][C]0.842043[/C][/ROW]
[ROW][C]148[/C][C]99.6[/C][C]104.506[/C][C]106.3[/C][C]-1.79413[/C][C]-4.90587[/C][/ROW]
[ROW][C]149[/C][C]105.6[/C][C]104.292[/C][C]106.85[/C][C]-2.55767[/C][C]1.30767[/C][/ROW]
[ROW][C]150[/C][C]106.2[/C][C]106.246[/C][C]106.808[/C][C]-0.562095[/C][C]-0.046238[/C][/ROW]
[ROW][C]151[/C][C]102.2[/C][C]102.38[/C][C]106.775[/C][C]-4.39524[/C][C]-0.179755[/C][/ROW]
[ROW][C]152[/C][C]107.5[/C][C]104.803[/C][C]106.833[/C][C]-2.03029[/C][C]2.69696[/C][/ROW]
[ROW][C]153[/C][C]105.8[/C][C]109.42[/C][C]106.579[/C][C]2.84078[/C][C]-3.61995[/C][/ROW]
[ROW][C]154[/C][C]120.5[/C][C]114.707[/C][C]106.604[/C][C]8.10328[/C][C]5.79255[/C][/ROW]
[ROW][C]155[/C][C]113.2[/C][C]110.21[/C][C]106.821[/C][C]3.38882[/C][C]2.99034[/C][/ROW]
[ROW][C]156[/C][C]104.3[/C][C]109.29[/C][C]106.617[/C][C]2.67338[/C][C]-4.99005[/C][/ROW]
[ROW][C]157[/C][C]107.7[/C][C]104.684[/C][C]106.579[/C][C]-1.89524[/C][C]3.01608[/C][/ROW]
[ROW][C]158[/C][C]99.2[/C][C]100.466[/C][C]106.521[/C][C]-6.05456[/C][C]-1.26627[/C][/ROW]
[ROW][C]159[/C][C]105.1[/C][C]108.5[/C][C]106.217[/C][C]2.28296[/C][C]-3.39962[/C][/ROW]
[ROW][C]160[/C][C]104.3[/C][C]104.127[/C][C]105.921[/C][C]-1.79413[/C][C]0.173293[/C][/ROW]
[ROW][C]161[/C][C]106.1[/C][C]102.801[/C][C]105.358[/C][C]-2.55767[/C][C]3.29933[/C][/ROW]
[ROW][C]162[/C][C]100.8[/C][C]104.459[/C][C]105.021[/C][C]-0.562095[/C][C]-3.65874[/C][/ROW]
[ROW][C]163[/C][C]106.7[/C][C]100.376[/C][C]104.771[/C][C]-4.39524[/C][C]6.32441[/C][/ROW]
[ROW][C]164[/C][C]101.6[/C][C]102.391[/C][C]104.421[/C][C]-2.03029[/C][C]-0.790539[/C][/ROW]
[ROW][C]165[/C][C]104.4[/C][C]107.032[/C][C]104.192[/C][C]2.84078[/C][C]-2.63245[/C][/ROW]
[ROW][C]166[/C][C]114.8[/C][C]112.22[/C][C]104.117[/C][C]8.10328[/C][C]2.58005[/C][/ROW]
[ROW][C]167[/C][C]105.4[/C][C]107.372[/C][C]103.983[/C][C]3.38882[/C][C]-1.97216[/C][/ROW]
[ROW][C]168[/C][C]104[/C][C]106.54[/C][C]103.867[/C][C]2.67338[/C][C]-2.54005[/C][/ROW]
[ROW][C]169[/C][C]102[/C][C]101.867[/C][C]103.762[/C][C]-1.89524[/C][C]0.132745[/C][/ROW]
[ROW][C]170[/C][C]96.5[/C][C]97.4954[/C][C]103.55[/C][C]-6.05456[/C][C]-0.995441[/C][/ROW]
[ROW][C]171[/C][C]102.3[/C][C]106.045[/C][C]103.762[/C][C]2.28296[/C][C]-3.74546[/C][/ROW]
[ROW][C]172[/C][C]105.3[/C][C]102.298[/C][C]104.092[/C][C]-1.79413[/C][C]3.00246[/C][/ROW]
[ROW][C]173[/C][C]101.9[/C][C]101.626[/C][C]104.183[/C][C]-2.55767[/C][C]0.274335[/C][/ROW]
[ROW][C]174[/C][C]102.2[/C][C]103.863[/C][C]104.425[/C][C]-0.562095[/C][C]-1.6629[/C][/ROW]
[ROW][C]175[/C][C]102.8[/C][C]100.288[/C][C]104.683[/C][C]-4.39524[/C][C]2.51191[/C][/ROW]
[ROW][C]176[/C][C]100.4[/C][C]102.832[/C][C]104.862[/C][C]-2.03029[/C][C]-2.43221[/C][/ROW]
[ROW][C]177[/C][C]110.7[/C][C]108.153[/C][C]105.313[/C][C]2.84078[/C][C]2.54672[/C][/ROW]
[ROW][C]178[/C][C]116.4[/C][C]113.812[/C][C]105.708[/C][C]8.10328[/C][C]2.58838[/C][/ROW]
[ROW][C]179[/C][C]106[/C][C]109.151[/C][C]105.762[/C][C]3.38882[/C][C]-3.15132[/C][/ROW]
[ROW][C]180[/C][C]109.2[/C][C]108.807[/C][C]106.133[/C][C]2.67338[/C][C]0.393284[/C][/ROW]
[ROW][C]181[/C][C]103[/C][C]104.809[/C][C]106.704[/C][C]-1.89524[/C][C]-1.80892[/C][/ROW]
[ROW][C]182[/C][C]99.8[/C][C]100.95[/C][C]107.004[/C][C]-6.05456[/C][C]-1.14961[/C][/ROW]
[ROW][C]183[/C][C]109.8[/C][C]109.516[/C][C]107.233[/C][C]2.28296[/C][C]0.28371[/C][/ROW]
[ROW][C]184[/C][C]107.3[/C][C]105.664[/C][C]107.458[/C][C]-1.79413[/C][C]1.63579[/C][/ROW]
[ROW][C]185[/C][C]101.2[/C][C]105.33[/C][C]107.887[/C][C]-2.55767[/C][C]-4.12983[/C][/ROW]
[ROW][C]186[/C][C]111.8[/C][C]107.871[/C][C]108.433[/C][C]-0.562095[/C][C]3.92876[/C][/ROW]
[ROW][C]187[/C][C]106.9[/C][C]104.351[/C][C]108.746[/C][C]-4.39524[/C][C]2.54941[/C][/ROW]
[ROW][C]188[/C][C]103.5[/C][C]107.095[/C][C]109.125[/C][C]-2.03029[/C][C]-3.59471[/C][/ROW]
[ROW][C]189[/C][C]113.1[/C][C]112.557[/C][C]109.717[/C][C]2.84078[/C][C]0.542549[/C][/ROW]
[ROW][C]190[/C][C]119.4[/C][C]118.27[/C][C]110.167[/C][C]8.10328[/C][C]1.13005[/C][/ROW]
[ROW][C]191[/C][C]113.3[/C][C]114.147[/C][C]110.758[/C][C]3.38882[/C][C]-0.847157[/C][/ROW]
[ROW][C]192[/C][C]115[/C][C]113.99[/C][C]111.317[/C][C]2.67338[/C][C]1.00995[/C][/ROW]
[ROW][C]193[/C][C]104.7[/C][C]109.367[/C][C]111.262[/C][C]-1.89524[/C][C]-4.66726[/C][/ROW]
[ROW][C]194[/C][C]107.2[/C][C]105.35[/C][C]111.404[/C][C]-6.05456[/C][C]1.85039[/C][/ROW]
[ROW][C]195[/C][C]116.6[/C][C]114.02[/C][C]111.737[/C][C]2.28296[/C][C]2.57954[/C][/ROW]
[ROW][C]196[/C][C]111.3[/C][C]109.677[/C][C]111.471[/C][C]-1.79413[/C][C]1.62329[/C][/ROW]
[ROW][C]197[/C][C]111.4[/C][C]108.68[/C][C]111.238[/C][C]-2.55767[/C][C]2.72017[/C][/ROW]
[ROW][C]198[/C][C]115[/C][C]110.738[/C][C]111.3[/C][C]-0.562095[/C][C]4.2621[/C][/ROW]
[ROW][C]199[/C][C]102.4[/C][C]107.03[/C][C]111.425[/C][C]-4.39524[/C][C]-4.62976[/C][/ROW]
[ROW][C]200[/C][C]111.4[/C][C]109.291[/C][C]111.321[/C][C]-2.03029[/C][C]2.10946[/C][/ROW]
[ROW][C]201[/C][C]113.2[/C][C]114.012[/C][C]111.171[/C][C]2.84078[/C][C]-0.811618[/C][/ROW]
[ROW][C]202[/C][C]112.9[/C][C]119.099[/C][C]110.996[/C][C]8.10328[/C][C]-6.19912[/C][/ROW]
[ROW][C]203[/C][C]114.2[/C][C]114.276[/C][C]110.887[/C][C]3.38882[/C][C]-0.0763238[/C][/ROW]
[ROW][C]204[/C][C]115.6[/C][C]113.603[/C][C]110.929[/C][C]2.67338[/C][C]1.99745[/C][/ROW]
[ROW][C]205[/C][C]107.1[/C][C]108.976[/C][C]110.871[/C][C]-1.89524[/C][C]-1.87559[/C][/ROW]
[ROW][C]206[/C][C]102.3[/C][C]104.87[/C][C]110.925[/C][C]-6.05456[/C][C]-2.57044[/C][/ROW]
[ROW][C]207[/C][C]117.9[/C][C]NA[/C][C]NA[/C][C]2.28296[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]105.8[/C][C]NA[/C][C]NA[/C][C]-1.79413[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]114.3[/C][C]NA[/C][C]NA[/C][C]-2.55767[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]113.1[/C][C]NA[/C][C]NA[/C][C]-0.562095[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]102.9[/C][C]NA[/C][C]NA[/C][C]-4.39524[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]112.2[/C][C]NA[/C][C]NA[/C][C]-2.03029[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=308452&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308452&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	58.5	NA	NA	-1.89524	NA
2	59.8	NA	NA	-6.05456	NA
3	64.6	NA	NA	2.28296	NA
4	62.2	NA	NA	-1.79413	NA
5	68	NA	NA	-2.55767	NA
6	64.3	NA	NA	-0.562095	NA
7	58.9	61.7298	66.125	-4.39524	-2.82976
8	64.8	64.6405	66.6708	-2.03029	0.159461
9	67.5	69.9991	67.1583	2.84078	-2.49912
10	76.2	75.745	67.6417	8.10328	0.455049
11	73.7	71.2763	67.8875	3.38882	2.42368
12	70.4	70.9025	68.2292	2.67338	-0.502549
13	67.7	66.9089	68.8042	-1.89524	0.791078
14	63.7	63.3954	69.45	-6.05456	0.304559
15	72.4	72.3288	70.0458	2.28296	0.0712099
16	66	68.6392	70.4333	-1.79413	-2.63921
17	70.1	68.0923	70.65	-2.55767	2.00767
18	70.4	70.2671	70.8292	-0.562095	0.132929
19	66.6	66.6756	71.0708	-4.39524	-0.0755885
20	72.6	69.3489	71.3792	-2.03029	3.25113
21	74	74.4241	71.5833	2.84078	-0.424118
22	79	79.945	71.8417	8.10328	-0.944951
23	76.1	75.4847	72.0958	3.38882	0.615343
24	72.3	74.8234	72.15	2.67338	-2.52338
25	71.6	70.4256	72.3208	-1.89524	1.17441
26	67.2	66.3538	72.4083	-6.05456	0.846225
27	73.8	74.6705	72.3875	2.28296	-0.870457
28	70.8	70.785	72.5792	-1.79413	0.0149599
29	71.4	70.0757	72.6333	-2.55767	1.32433
30	70.4	72.1629	72.725	-0.562095	-1.7629
31	70.7	68.6173	73.0125	-4.39524	2.08274
32	70.6	71.2655	73.2958	-2.03029	-0.665539
33	75.5	76.2783	73.4375	2.84078	-0.778285
34	82.1	81.645	73.5417	8.10328	0.455049
35	74.3	76.9555	73.5667	3.38882	-2.65549
36	76.3	76.1692	73.4958	2.67338	0.130784
37	74.5	71.6798	73.575	-1.89524	2.82024
38	71.1	67.5038	73.5583	-6.05456	3.59623
39	73.3	75.8496	73.5667	2.28296	-2.54962
40	73.8	71.8767	73.6708	-1.79413	1.92329
41	69	71.1298	73.6875	-2.55767	-2.12983
42	71.1	73.1671	73.7292	-0.562095	-2.06707
43	71.9	69.2964	73.6917	-4.39524	2.60358
44	69	71.553	73.5833	-2.03029	-2.55304
45	77.3	76.7283	73.8875	2.84078	0.571715
46	82.8	82.42	74.3167	8.10328	0.380049
47	74	77.9513	74.5625	3.38882	-3.95132
48	77.6	77.7234	75.05	2.67338	-0.123383
49	72.3	73.5631	75.4583	-1.89524	-1.26309
50	70.7	69.6913	75.7458	-6.05456	1.00873
51	81	78.483	76.2	2.28296	2.51704
52	76.4	74.6725	76.4667	-1.79413	1.72746
53	72.3	74.2673	76.825	-2.55767	-1.96733
54	79.5	76.9087	77.4708	-0.562095	2.59126
55	73.3	73.5881	77.9833	-4.39524	-0.288088
56	74.5	76.1822	78.2125	-2.03029	-1.68221
57	82.7	81.0658	78.225	2.84078	1.63422
58	83.8	86.3116	78.2083	8.10328	-2.51162
59	81.6	81.7722	78.3833	3.38882	-0.172157
60	85.5	81.265	78.5917	2.67338	4.23495
61	76.7	76.6631	78.5583	-1.89524	0.0369115
62	71.8	72.6871	78.7417	-6.05456	-0.887108
63	80.2	81.3871	79.1042	2.28296	-1.18712
64	76.8	77.435	79.2292	-1.79413	-0.63504
65	76.1	76.9548	79.5125	-2.55767	-0.854832
66	80.7	79.2962	79.8583	-0.562095	1.40376
67	71.3	75.7006	80.0958	-4.39524	-4.40059
68	80.9	78.3197	80.35	-2.03029	2.58029
69	85	83.5325	80.6917	2.84078	1.46755
70	84.5	89.0366	80.9333	8.10328	-4.53662
71	87.7	84.6805	81.2917	3.38882	3.01951
72	87.7	84.4359	81.7625	2.67338	3.26412
73	80.2	80.2548	82.15	-1.89524	-0.0547552
74	74.4	76.5621	82.6167	-6.05456	-2.16211
75	85.8	85.2205	82.9375	2.28296	0.579543
76	77	81.6475	83.4417	-1.79413	-4.64754
77	84.5	81.459	84.0167	-2.55767	3.041
78	83.6	83.6171	84.1792	-0.562095	-0.0170713
79	77.7	80.1256	84.5208	-4.39524	-2.42559
80	85.7	83.1489	85.1792	-2.03029	2.55113
81	87.9	88.595	85.7542	2.84078	-0.694951
82	93.7	94.4325	86.3292	8.10328	-0.732451
83	92.3	90.1222	86.7333	3.38882	2.17784
84	87	89.7525	87.0792	2.67338	-2.75255
85	89.1	85.7964	87.6917	-1.89524	3.30358
86	81.3	82.2704	88.325	-6.05456	-0.970441
87	92.7	91.0705	88.7875	2.28296	1.62954
88	83.9	87.6892	89.4833	-1.79413	-3.78921
89	87.3	87.7965	90.3542	-2.55767	-0.496498
90	89.1	90.4796	91.0417	-0.562095	-1.37957
91	86.9	87.4214	91.8167	-4.39524	-0.521422
92	91.7	90.8655	92.8958	-2.03029	0.834461
93	93	96.47	93.6292	2.84078	-3.46995
94	105.3	102.62	94.5167	8.10328	2.68005
95	101.6	99.0263	95.6375	3.38882	2.57368
96	94.2	98.9942	96.3208	2.67338	-4.79422
97	100.5	95.2464	97.1417	-1.89524	5.25358
98	95.8	91.6579	97.7125	-6.05456	4.14206
99	95.8	100.587	98.3042	2.28296	-4.78712
100	102.1	97.2642	99.0583	-1.79413	4.83579
101	96	96.609	99.1667	-2.55767	-0.608998
102	96.8	98.8296	99.3917	-0.562095	-2.02957
103	98.9	95.0548	99.45	-4.39524	3.84524
104	93.4	96.9197	98.95	-2.03029	-3.51971
105	105.5	101.745	98.9042	2.84078	3.75505
106	110.9	106.991	98.8875	8.10328	3.90922
107	98.6	101.893	98.5042	3.38882	-3.29299
108	102.6	101.028	98.3542	2.67338	1.57245
109	93.5	96.3923	98.2875	-1.89524	-2.89226
110	90.8	92.1163	98.1708	-6.05456	-1.31627
111	99.7	100.279	97.9958	2.28296	-0.57879
112	97.8	95.785	97.5792	-1.79413	2.01496
113	91.1	94.7965	97.3542	-2.55767	-3.6965
114	98.1	96.7504	97.3125	-0.562095	1.3496
115	96	92.8048	97.2	-4.39524	3.19524
116	93.5	95.103	97.1333	-2.03029	-1.60304
117	101.2	100.203	97.3625	2.84078	0.996715
118	105.2	105.728	97.625	8.10328	-0.528285
119	98.9	101.105	97.7167	3.38882	-2.20549
120	101.3	100.586	97.9125	2.67338	0.714117
121	92.1	96.0381	97.9333	-1.89524	-3.93809
122	90.6	91.9704	98.025	-6.05456	-1.37044
123	105.4	100.637	98.3542	2.28296	4.76288
124	98.4	96.7642	98.5583	-1.79413	1.63579
125	92.7	96.4423	99	-2.55767	-3.74233
126	101.2	99.1212	99.6833	-0.562095	2.07876
127	93.4	95.9173	100.312	-4.39524	-2.51726
128	98.3	98.8239	100.854	-2.03029	-0.523873
129	104.3	104.074	101.233	2.84078	0.225882
130	107	109.532	101.429	8.10328	-2.53245
131	107.7	105.36	101.971	3.38882	2.34034
132	108.9	105.086	102.412	2.67338	3.81412
133	99.6	100.492	102.387	-1.89524	-0.892255
134	96.1	96.6538	102.708	-6.05456	-0.553775
135	109	105.537	103.254	2.28296	3.46288
136	99.5	101.86	103.654	-1.79413	-2.36004
137	104.6	101.338	103.896	-2.55767	3.26183
138	99.9	103.413	103.975	-0.562095	-3.5129
139	94.1	99.7589	104.154	-4.39524	-5.65892
140	105.3	102.532	104.562	-2.03029	2.76779
141	110.4	107.624	104.783	2.84078	2.77588
142	110.5	112.899	104.796	8.10328	-2.39912
143	110	108.23	104.842	3.38882	1.76951
144	108.5	107.819	105.146	2.67338	0.680784
145	104.3	103.851	105.746	-1.89524	0.449412
146	101.2	100.12	106.175	-6.05456	1.07956
147	109.2	108.358	106.075	2.28296	0.842043
148	99.6	104.506	106.3	-1.79413	-4.90587
149	105.6	104.292	106.85	-2.55767	1.30767
150	106.2	106.246	106.808	-0.562095	-0.046238
151	102.2	102.38	106.775	-4.39524	-0.179755
152	107.5	104.803	106.833	-2.03029	2.69696
153	105.8	109.42	106.579	2.84078	-3.61995
154	120.5	114.707	106.604	8.10328	5.79255
155	113.2	110.21	106.821	3.38882	2.99034
156	104.3	109.29	106.617	2.67338	-4.99005
157	107.7	104.684	106.579	-1.89524	3.01608
158	99.2	100.466	106.521	-6.05456	-1.26627
159	105.1	108.5	106.217	2.28296	-3.39962
160	104.3	104.127	105.921	-1.79413	0.173293
161	106.1	102.801	105.358	-2.55767	3.29933
162	100.8	104.459	105.021	-0.562095	-3.65874
163	106.7	100.376	104.771	-4.39524	6.32441
164	101.6	102.391	104.421	-2.03029	-0.790539
165	104.4	107.032	104.192	2.84078	-2.63245
166	114.8	112.22	104.117	8.10328	2.58005
167	105.4	107.372	103.983	3.38882	-1.97216
168	104	106.54	103.867	2.67338	-2.54005
169	102	101.867	103.762	-1.89524	0.132745
170	96.5	97.4954	103.55	-6.05456	-0.995441
171	102.3	106.045	103.762	2.28296	-3.74546
172	105.3	102.298	104.092	-1.79413	3.00246
173	101.9	101.626	104.183	-2.55767	0.274335
174	102.2	103.863	104.425	-0.562095	-1.6629
175	102.8	100.288	104.683	-4.39524	2.51191
176	100.4	102.832	104.862	-2.03029	-2.43221
177	110.7	108.153	105.313	2.84078	2.54672
178	116.4	113.812	105.708	8.10328	2.58838
179	106	109.151	105.762	3.38882	-3.15132
180	109.2	108.807	106.133	2.67338	0.393284
181	103	104.809	106.704	-1.89524	-1.80892
182	99.8	100.95	107.004	-6.05456	-1.14961
183	109.8	109.516	107.233	2.28296	0.28371
184	107.3	105.664	107.458	-1.79413	1.63579
185	101.2	105.33	107.887	-2.55767	-4.12983
186	111.8	107.871	108.433	-0.562095	3.92876
187	106.9	104.351	108.746	-4.39524	2.54941
188	103.5	107.095	109.125	-2.03029	-3.59471
189	113.1	112.557	109.717	2.84078	0.542549
190	119.4	118.27	110.167	8.10328	1.13005
191	113.3	114.147	110.758	3.38882	-0.847157
192	115	113.99	111.317	2.67338	1.00995
193	104.7	109.367	111.262	-1.89524	-4.66726
194	107.2	105.35	111.404	-6.05456	1.85039
195	116.6	114.02	111.737	2.28296	2.57954
196	111.3	109.677	111.471	-1.79413	1.62329
197	111.4	108.68	111.238	-2.55767	2.72017
198	115	110.738	111.3	-0.562095	4.2621
199	102.4	107.03	111.425	-4.39524	-4.62976
200	111.4	109.291	111.321	-2.03029	2.10946
201	113.2	114.012	111.171	2.84078	-0.811618
202	112.9	119.099	110.996	8.10328	-6.19912
203	114.2	114.276	110.887	3.38882	-0.0763238
204	115.6	113.603	110.929	2.67338	1.99745
205	107.1	108.976	110.871	-1.89524	-1.87559
206	102.3	104.87	110.925	-6.05456	-2.57044
207	117.9	NA	NA	2.28296	NA
208	105.8	NA	NA	-1.79413	NA
209	114.3	NA	NA	-2.55767	NA
210	113.1	NA	NA	-0.562095	NA
211	102.9	NA	NA	-4.39524	NA
212	112.2	NA	NA	-2.03029	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