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rwasp_decompose.wasp

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Classical Decomposition

Date of computation

Mon, 12 May 2014 10:35:21 -0400

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/May/12/t13999053412whjiaqi7fj19cy.htm/, Retrieved Sun, 19 May 2024 15:53:03 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=234835, Retrieved Sun, 19 May 2024 15:53:03 +0000

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147

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-       [Classical Decomposition] [] [2014-05-12 14:35:21] [6d333a1ec28e0cb62f7dec9ea64dd0e6] [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	3 seconds
R Server	'Herman Ole Andreas Wold' @ wold.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 3 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=234835&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]3 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=234835&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=234835&T=0

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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	'Herman Ole Andreas Wold' @ wold.wessa.net

Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	329.6	NA	NA	-0.588418	NA
2	327.2	NA	NA	-2.08068	NA
3	326.3	NA	NA	-0.44437	NA
4	315.4	NA	NA	-0.144072	NA
5	308.6	NA	NA	0.0142609	NA
6	302.6	NA	NA	0.924678	NA
7	295.6	300.785	300.467	0.318725	-5.18539
8	291.5	296.038	295.596	0.442535	-4.53837
9	288.1	290.667	290.258	0.408606	-2.56694
10	281.1	285.088	284.912	0.175273	-3.98777
11	282.4	280.242	279.879	0.362475	2.15836
12	284.9	275.611	275	0.610987	9.28901
13	274.2	269.803	270.392	-0.588418	4.39675
14	265.7	263.94	266.021	-2.08068	1.75985
15	259.7	261.214	261.658	-0.44437	-1.51396
16	253.7	257.248	257.392	-0.144072	-3.54759
17	249.5	253.002	252.987	0.0142609	-3.50176
18	244.6	248.958	248.033	0.924678	-4.35801
19	243	243.435	243.117	0.318725	-0.435392
20	239.2	239.13	238.687	0.442535	0.0699653
21	235.7	234.95	234.542	0.408606	0.749727
22	231.1	230.8	230.625	0.175273	0.299727
23	226.7	227.204	226.842	0.362475	-0.504142
24	221.7	223.778	223.167	0.610987	-2.07765
25	219.4	218.974	219.562	-0.588418	0.425918
26	214.2	213.961	216.042	-2.08068	0.239013
27	211.7	212.185	212.629	-0.44437	-0.484797
28	207.7	209.264	209.408	-0.144072	-1.56426
29	204.7	206.477	206.462	0.0142609	-1.77676
30	201.2	204.591	203.667	0.924678	-3.39134
31	199.9	201.094	200.775	0.318725	-1.19373
32	197.8	198.343	197.9	0.442535	-0.542535
33	195.2	195.642	195.233	0.408606	-0.441939
34	194.3	192.963	192.787	0.175273	1.33723
35	192.8	190.942	190.579	0.362475	1.85836
36	188.5	189.123	188.512	0.610987	-0.623487
37	183.2	185.849	186.437	-0.588418	-2.64908
38	181.4	182.215	184.296	-2.08068	-0.815154
39	180.5	181.776	182.221	-0.44437	-1.27646
40	180.2	180.052	180.196	-0.144072	0.148239
41	179.2	178.218	178.204	0.0142609	0.981572
42	177.1	177.2	176.275	0.924678	-0.0996776
43	174.2	174.969	174.65	0.318725	-0.768725
44	172.1	173.851	173.408	0.442535	-1.75087
45	171.1	172.879	172.471	0.408606	-1.77944
46	169.8	172.104	171.929	0.175273	-2.30444
47	169.5	172.146	171.783	0.362475	-2.64581
48	165.5	172.753	172.142	0.610987	-7.25265
49	167.2	172.312	172.9	-0.588418	-5.11158
50	167.6	171.898	173.979	-2.08068	-4.29849
51	171.8	175.031	175.475	-0.44437	-3.23063
52	175.9	177.252	177.396	-0.144072	-1.35176
53	180	179.818	179.804	0.0142609	0.181572
54	184.9	183.65	182.725	0.924678	1.25032
55	184.6	186.373	186.054	0.318725	-1.77289
56	187.6	190.305	189.862	0.442535	-2.70503
57	191.5	194.659	194.25	0.408606	-3.15861
58	195.5	199.304	199.129	0.175273	-3.80444
59	201.6	204.779	204.417	0.362475	-3.17914
60	203.5	210.607	209.996	0.610987	-7.10682
61	209.1	215.416	216.004	-0.588418	-6.31575
62	217.1	220.357	222.438	-2.08068	-3.25682
63	227.6	228.66	229.104	-0.44437	-1.0598
64	237.2	235.91	236.054	-0.144072	1.28991
65	245.6	243.073	243.058	0.0142609	2.52741
66	253.2	250.975	250.05	0.924678	2.22532
67	260.5	257.065	256.746	0.318725	3.43544
68	266.1	263.334	262.892	0.442535	2.7658
69	273	269.292	268.883	0.408606	3.70806
70	280.8	275	274.825	0.175273	5.79973
71	284.4	280.871	280.508	0.362475	3.52919
72	288.5	286.728	286.117	0.610987	1.77235
73	284.8	290.782	291.371	-0.588418	-5.98242
74	288.9	293.886	295.967	-2.08068	-4.98599
75	299.6	299.785	300.229	-0.44437	-0.184797
76	307.8	303.902	304.046	-0.144072	3.89824
77	311.4	307.423	307.408	0.0142609	3.97741
78	322	311.454	310.529	0.924678	10.5462
79	317.8	313.969	313.65	0.318725	3.83127
80	319.1	316.938	316.496	0.442535	2.16163
81	322.3	319.342	318.933	0.408606	2.95806
82	323.1	321.192	321.017	0.175273	1.90806
83	322.8	322.9	322.538	0.362475	-0.0999752
84	325	324.115	323.504	0.610987	0.884846
85	323.2	323.503	324.092	-0.588418	-0.303249
86	318.8	322.373	324.454	-2.08068	-3.57349
87	328.2	324.01	324.454	-0.44437	4.1902
88	329.2	323.881	324.025	-0.144072	5.31907
89	326.5	323.218	323.204	0.0142609	3.28157
90	330.1	322.854	321.929	0.924678	7.24616
91	323.8	320.306	319.987	0.318725	3.49377
92	321.8	317.976	317.533	0.442535	3.82413
93	319.6	315.229	314.821	0.408606	4.37056
94	315.5	311.904	311.729	0.175273	3.59556
95	310.7	308.8	308.437	0.362475	1.90002
96	306.5	305.44	304.829	0.610987	1.05985
97	295.1	300.307	300.896	-0.588418	-5.20742
98	288	294.815	296.896	-2.08068	-6.81515
99	293.9	292.251	292.696	-0.44437	1.64854
100	289.3	288.202	288.346	-0.144072	1.09824
101	287.4	283.91	283.896	0.0142609	3.48991
102	282.6	280.241	279.317	0.924678	2.35866
103	276.9	275.148	274.829	0.318725	1.75211
104	272.7	270.905	270.462	0.442535	1.79497
105	267.9	265.988	265.579	0.408606	1.91223
106	262.8	260.309	260.133	0.175273	2.49139
107	256.6	254.821	254.458	0.362475	1.77919
108	250.7	249.307	248.696	0.610987	1.39318
109	243.2	242.499	243.087	-0.588418	0.700918
110	235.1	235.557	237.637	-2.08068	-0.45682
111	229.6	231.776	232.221	-0.44437	-2.17646
112	222.9	226.698	226.842	-0.144072	-3.79759
113	217.6	221.652	221.637	0.0142609	-4.05176
114	214.1	217.575	216.65	0.924678	-3.47468
115	210.8	212.285	211.967	0.318725	-1.48539
116	208	207.972	207.529	0.442535	0.0282986
117	202.6	203.642	203.233	0.408606	-1.04194
118	199	199.375	199.2	0.175273	-0.375273
119	195.5	195.812	195.45	0.362475	-0.312475
120	192.1	192.478	191.867	0.610987	-0.377654
121	189.4	187.803	188.392	-0.588418	1.59675
122	182.4	182.948	185.029	-2.08068	-0.548487
123	179.2	181.422	181.867	-0.44437	-2.2223
124	176.5	178.835	178.979	-0.144072	-2.33509
125	174	176.402	176.388	0.0142609	-2.40176
126	171.7	175.204	174.279	0.924678	-3.50384
127	169.8	173.21	172.892	0.318725	-3.41039
128	168.3	172.884	172.442	0.442535	-4.5842
129	166.4	173.421	173.013	0.408606	-7.02111
130	165.9	174.767	174.592	0.175273	-8.86694
131	166.4	177.529	177.167	0.362475	-11.1291
132	170.6	181.382	180.771	0.610987	-10.7818
133	177.6	184.862	185.45	-0.588418	-7.26158
134	183.4	188.973	191.054	-2.08068	-5.57349
135	191.9	197.031	197.475	-0.44437	-5.13063
136	201.7	204.606	204.75	-0.144072	-2.90593
137	210.6	212.731	212.717	0.0142609	-2.13093
138	221.6	221.962	221.038	0.924678	-0.362178
139	232.2	229.581	229.263	0.318725	2.61877
140	240.4	237.651	237.208	0.442535	2.74913
141	248.4	244.946	244.538	0.408606	3.45389
142	258.5	250.992	250.817	0.175273	7.50806
143	265	256.467	256.104	0.362475	8.53336
144	271.7	260.915	260.304	0.610987	10.7848
145	273.9	262.841	263.429	-0.588418	11.0593
146	277.8	263.682	265.762	-2.08068	14.1182
147	273.4	266.897	267.342	-0.44437	6.5027
148	270.9	267.777	267.921	-0.144072	3.12324
149	268.3	267.706	267.692	0.0142609	0.594072
150	264.7	268.008	267.083	0.924678	-3.30801
151	264.1	266.652	266.333	0.318725	-2.55206
152	264.5	265.68	265.237	0.442535	-1.18003
153	262.2	264.217	263.808	0.408606	-2.01694
154	258.6	262.6	262.425	0.175273	-4.00027
155	259.4	261.55	261.188	0.362475	-2.14998
156	262.7	260.844	260.233	0.610987	1.85568
157	264.9	258.949	259.537	-0.588418	5.95092
158	260.5	256.911	258.992	-2.08068	3.58901
159	256.4	258.206	258.65	-0.44437	-1.80563
160	254.7	258.535	258.679	-0.144072	-3.83509
161	254.8	259.043	259.029	0.0142609	-4.24343
162	255.3	260.441	259.517	0.924678	-5.14134
163	256.8	260.69	260.371	0.318725	-3.88956
164	258.7	262.355	261.913	0.442535	-3.65503
165	259.8	264.488	264.079	0.408606	-4.68777
166	261.7	266.863	266.688	0.175273	-5.16277
167	264.7	270	269.638	0.362475	-5.29998
168	269.1	273.482	272.871	0.610987	-4.38182
169	279	275.862	276.45	-0.588418	3.13842
170	283.4	278.344	280.425	-2.08068	5.05568
171	285.5	284.318	284.762	-0.44437	1.18187
172	288.2	289.302	289.446	-0.144072	-1.10176
173	292.1	294.589	294.575	0.0142609	-2.48926
174	295.6	301.15	300.225	0.924678	-5.54968
175	302.4	NA	NA	0.318725	NA
176	308.5	NA	NA	0.442535	NA
177	314.1	NA	NA	0.408606	NA
178	319.8	NA	NA	0.175273	NA
179	329.7	NA	NA	0.362475	NA
180	339.7	NA	NA	0.610987	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 329.6 & NA & NA & -0.588418 & NA \tabularnewline
2 & 327.2 & NA & NA & -2.08068 & NA \tabularnewline
3 & 326.3 & NA & NA & -0.44437 & NA \tabularnewline
4 & 315.4 & NA & NA & -0.144072 & NA \tabularnewline
5 & 308.6 & NA & NA & 0.0142609 & NA \tabularnewline
6 & 302.6 & NA & NA & 0.924678 & NA \tabularnewline
7 & 295.6 & 300.785 & 300.467 & 0.318725 & -5.18539 \tabularnewline
8 & 291.5 & 296.038 & 295.596 & 0.442535 & -4.53837 \tabularnewline
9 & 288.1 & 290.667 & 290.258 & 0.408606 & -2.56694 \tabularnewline
10 & 281.1 & 285.088 & 284.912 & 0.175273 & -3.98777 \tabularnewline
11 & 282.4 & 280.242 & 279.879 & 0.362475 & 2.15836 \tabularnewline
12 & 284.9 & 275.611 & 275 & 0.610987 & 9.28901 \tabularnewline
13 & 274.2 & 269.803 & 270.392 & -0.588418 & 4.39675 \tabularnewline
14 & 265.7 & 263.94 & 266.021 & -2.08068 & 1.75985 \tabularnewline
15 & 259.7 & 261.214 & 261.658 & -0.44437 & -1.51396 \tabularnewline
16 & 253.7 & 257.248 & 257.392 & -0.144072 & -3.54759 \tabularnewline
17 & 249.5 & 253.002 & 252.987 & 0.0142609 & -3.50176 \tabularnewline
18 & 244.6 & 248.958 & 248.033 & 0.924678 & -4.35801 \tabularnewline
19 & 243 & 243.435 & 243.117 & 0.318725 & -0.435392 \tabularnewline
20 & 239.2 & 239.13 & 238.687 & 0.442535 & 0.0699653 \tabularnewline
21 & 235.7 & 234.95 & 234.542 & 0.408606 & 0.749727 \tabularnewline
22 & 231.1 & 230.8 & 230.625 & 0.175273 & 0.299727 \tabularnewline
23 & 226.7 & 227.204 & 226.842 & 0.362475 & -0.504142 \tabularnewline
24 & 221.7 & 223.778 & 223.167 & 0.610987 & -2.07765 \tabularnewline
25 & 219.4 & 218.974 & 219.562 & -0.588418 & 0.425918 \tabularnewline
26 & 214.2 & 213.961 & 216.042 & -2.08068 & 0.239013 \tabularnewline
27 & 211.7 & 212.185 & 212.629 & -0.44437 & -0.484797 \tabularnewline
28 & 207.7 & 209.264 & 209.408 & -0.144072 & -1.56426 \tabularnewline
29 & 204.7 & 206.477 & 206.462 & 0.0142609 & -1.77676 \tabularnewline
30 & 201.2 & 204.591 & 203.667 & 0.924678 & -3.39134 \tabularnewline
31 & 199.9 & 201.094 & 200.775 & 0.318725 & -1.19373 \tabularnewline
32 & 197.8 & 198.343 & 197.9 & 0.442535 & -0.542535 \tabularnewline
33 & 195.2 & 195.642 & 195.233 & 0.408606 & -0.441939 \tabularnewline
34 & 194.3 & 192.963 & 192.787 & 0.175273 & 1.33723 \tabularnewline
35 & 192.8 & 190.942 & 190.579 & 0.362475 & 1.85836 \tabularnewline
36 & 188.5 & 189.123 & 188.512 & 0.610987 & -0.623487 \tabularnewline
37 & 183.2 & 185.849 & 186.437 & -0.588418 & -2.64908 \tabularnewline
38 & 181.4 & 182.215 & 184.296 & -2.08068 & -0.815154 \tabularnewline
39 & 180.5 & 181.776 & 182.221 & -0.44437 & -1.27646 \tabularnewline
40 & 180.2 & 180.052 & 180.196 & -0.144072 & 0.148239 \tabularnewline
41 & 179.2 & 178.218 & 178.204 & 0.0142609 & 0.981572 \tabularnewline
42 & 177.1 & 177.2 & 176.275 & 0.924678 & -0.0996776 \tabularnewline
43 & 174.2 & 174.969 & 174.65 & 0.318725 & -0.768725 \tabularnewline
44 & 172.1 & 173.851 & 173.408 & 0.442535 & -1.75087 \tabularnewline
45 & 171.1 & 172.879 & 172.471 & 0.408606 & -1.77944 \tabularnewline
46 & 169.8 & 172.104 & 171.929 & 0.175273 & -2.30444 \tabularnewline
47 & 169.5 & 172.146 & 171.783 & 0.362475 & -2.64581 \tabularnewline
48 & 165.5 & 172.753 & 172.142 & 0.610987 & -7.25265 \tabularnewline
49 & 167.2 & 172.312 & 172.9 & -0.588418 & -5.11158 \tabularnewline
50 & 167.6 & 171.898 & 173.979 & -2.08068 & -4.29849 \tabularnewline
51 & 171.8 & 175.031 & 175.475 & -0.44437 & -3.23063 \tabularnewline
52 & 175.9 & 177.252 & 177.396 & -0.144072 & -1.35176 \tabularnewline
53 & 180 & 179.818 & 179.804 & 0.0142609 & 0.181572 \tabularnewline
54 & 184.9 & 183.65 & 182.725 & 0.924678 & 1.25032 \tabularnewline
55 & 184.6 & 186.373 & 186.054 & 0.318725 & -1.77289 \tabularnewline
56 & 187.6 & 190.305 & 189.862 & 0.442535 & -2.70503 \tabularnewline
57 & 191.5 & 194.659 & 194.25 & 0.408606 & -3.15861 \tabularnewline
58 & 195.5 & 199.304 & 199.129 & 0.175273 & -3.80444 \tabularnewline
59 & 201.6 & 204.779 & 204.417 & 0.362475 & -3.17914 \tabularnewline
60 & 203.5 & 210.607 & 209.996 & 0.610987 & -7.10682 \tabularnewline
61 & 209.1 & 215.416 & 216.004 & -0.588418 & -6.31575 \tabularnewline
62 & 217.1 & 220.357 & 222.438 & -2.08068 & -3.25682 \tabularnewline
63 & 227.6 & 228.66 & 229.104 & -0.44437 & -1.0598 \tabularnewline
64 & 237.2 & 235.91 & 236.054 & -0.144072 & 1.28991 \tabularnewline
65 & 245.6 & 243.073 & 243.058 & 0.0142609 & 2.52741 \tabularnewline
66 & 253.2 & 250.975 & 250.05 & 0.924678 & 2.22532 \tabularnewline
67 & 260.5 & 257.065 & 256.746 & 0.318725 & 3.43544 \tabularnewline
68 & 266.1 & 263.334 & 262.892 & 0.442535 & 2.7658 \tabularnewline
69 & 273 & 269.292 & 268.883 & 0.408606 & 3.70806 \tabularnewline
70 & 280.8 & 275 & 274.825 & 0.175273 & 5.79973 \tabularnewline
71 & 284.4 & 280.871 & 280.508 & 0.362475 & 3.52919 \tabularnewline
72 & 288.5 & 286.728 & 286.117 & 0.610987 & 1.77235 \tabularnewline
73 & 284.8 & 290.782 & 291.371 & -0.588418 & -5.98242 \tabularnewline
74 & 288.9 & 293.886 & 295.967 & -2.08068 & -4.98599 \tabularnewline
75 & 299.6 & 299.785 & 300.229 & -0.44437 & -0.184797 \tabularnewline
76 & 307.8 & 303.902 & 304.046 & -0.144072 & 3.89824 \tabularnewline
77 & 311.4 & 307.423 & 307.408 & 0.0142609 & 3.97741 \tabularnewline
78 & 322 & 311.454 & 310.529 & 0.924678 & 10.5462 \tabularnewline
79 & 317.8 & 313.969 & 313.65 & 0.318725 & 3.83127 \tabularnewline
80 & 319.1 & 316.938 & 316.496 & 0.442535 & 2.16163 \tabularnewline
81 & 322.3 & 319.342 & 318.933 & 0.408606 & 2.95806 \tabularnewline
82 & 323.1 & 321.192 & 321.017 & 0.175273 & 1.90806 \tabularnewline
83 & 322.8 & 322.9 & 322.538 & 0.362475 & -0.0999752 \tabularnewline
84 & 325 & 324.115 & 323.504 & 0.610987 & 0.884846 \tabularnewline
85 & 323.2 & 323.503 & 324.092 & -0.588418 & -0.303249 \tabularnewline
86 & 318.8 & 322.373 & 324.454 & -2.08068 & -3.57349 \tabularnewline
87 & 328.2 & 324.01 & 324.454 & -0.44437 & 4.1902 \tabularnewline
88 & 329.2 & 323.881 & 324.025 & -0.144072 & 5.31907 \tabularnewline
89 & 326.5 & 323.218 & 323.204 & 0.0142609 & 3.28157 \tabularnewline
90 & 330.1 & 322.854 & 321.929 & 0.924678 & 7.24616 \tabularnewline
91 & 323.8 & 320.306 & 319.987 & 0.318725 & 3.49377 \tabularnewline
92 & 321.8 & 317.976 & 317.533 & 0.442535 & 3.82413 \tabularnewline
93 & 319.6 & 315.229 & 314.821 & 0.408606 & 4.37056 \tabularnewline
94 & 315.5 & 311.904 & 311.729 & 0.175273 & 3.59556 \tabularnewline
95 & 310.7 & 308.8 & 308.437 & 0.362475 & 1.90002 \tabularnewline
96 & 306.5 & 305.44 & 304.829 & 0.610987 & 1.05985 \tabularnewline
97 & 295.1 & 300.307 & 300.896 & -0.588418 & -5.20742 \tabularnewline
98 & 288 & 294.815 & 296.896 & -2.08068 & -6.81515 \tabularnewline
99 & 293.9 & 292.251 & 292.696 & -0.44437 & 1.64854 \tabularnewline
100 & 289.3 & 288.202 & 288.346 & -0.144072 & 1.09824 \tabularnewline
101 & 287.4 & 283.91 & 283.896 & 0.0142609 & 3.48991 \tabularnewline
102 & 282.6 & 280.241 & 279.317 & 0.924678 & 2.35866 \tabularnewline
103 & 276.9 & 275.148 & 274.829 & 0.318725 & 1.75211 \tabularnewline
104 & 272.7 & 270.905 & 270.462 & 0.442535 & 1.79497 \tabularnewline
105 & 267.9 & 265.988 & 265.579 & 0.408606 & 1.91223 \tabularnewline
106 & 262.8 & 260.309 & 260.133 & 0.175273 & 2.49139 \tabularnewline
107 & 256.6 & 254.821 & 254.458 & 0.362475 & 1.77919 \tabularnewline
108 & 250.7 & 249.307 & 248.696 & 0.610987 & 1.39318 \tabularnewline
109 & 243.2 & 242.499 & 243.087 & -0.588418 & 0.700918 \tabularnewline
110 & 235.1 & 235.557 & 237.637 & -2.08068 & -0.45682 \tabularnewline
111 & 229.6 & 231.776 & 232.221 & -0.44437 & -2.17646 \tabularnewline
112 & 222.9 & 226.698 & 226.842 & -0.144072 & -3.79759 \tabularnewline
113 & 217.6 & 221.652 & 221.637 & 0.0142609 & -4.05176 \tabularnewline
114 & 214.1 & 217.575 & 216.65 & 0.924678 & -3.47468 \tabularnewline
115 & 210.8 & 212.285 & 211.967 & 0.318725 & -1.48539 \tabularnewline
116 & 208 & 207.972 & 207.529 & 0.442535 & 0.0282986 \tabularnewline
117 & 202.6 & 203.642 & 203.233 & 0.408606 & -1.04194 \tabularnewline
118 & 199 & 199.375 & 199.2 & 0.175273 & -0.375273 \tabularnewline
119 & 195.5 & 195.812 & 195.45 & 0.362475 & -0.312475 \tabularnewline
120 & 192.1 & 192.478 & 191.867 & 0.610987 & -0.377654 \tabularnewline
121 & 189.4 & 187.803 & 188.392 & -0.588418 & 1.59675 \tabularnewline
122 & 182.4 & 182.948 & 185.029 & -2.08068 & -0.548487 \tabularnewline
123 & 179.2 & 181.422 & 181.867 & -0.44437 & -2.2223 \tabularnewline
124 & 176.5 & 178.835 & 178.979 & -0.144072 & -2.33509 \tabularnewline
125 & 174 & 176.402 & 176.388 & 0.0142609 & -2.40176 \tabularnewline
126 & 171.7 & 175.204 & 174.279 & 0.924678 & -3.50384 \tabularnewline
127 & 169.8 & 173.21 & 172.892 & 0.318725 & -3.41039 \tabularnewline
128 & 168.3 & 172.884 & 172.442 & 0.442535 & -4.5842 \tabularnewline
129 & 166.4 & 173.421 & 173.013 & 0.408606 & -7.02111 \tabularnewline
130 & 165.9 & 174.767 & 174.592 & 0.175273 & -8.86694 \tabularnewline
131 & 166.4 & 177.529 & 177.167 & 0.362475 & -11.1291 \tabularnewline
132 & 170.6 & 181.382 & 180.771 & 0.610987 & -10.7818 \tabularnewline
133 & 177.6 & 184.862 & 185.45 & -0.588418 & -7.26158 \tabularnewline
134 & 183.4 & 188.973 & 191.054 & -2.08068 & -5.57349 \tabularnewline
135 & 191.9 & 197.031 & 197.475 & -0.44437 & -5.13063 \tabularnewline
136 & 201.7 & 204.606 & 204.75 & -0.144072 & -2.90593 \tabularnewline
137 & 210.6 & 212.731 & 212.717 & 0.0142609 & -2.13093 \tabularnewline
138 & 221.6 & 221.962 & 221.038 & 0.924678 & -0.362178 \tabularnewline
139 & 232.2 & 229.581 & 229.263 & 0.318725 & 2.61877 \tabularnewline
140 & 240.4 & 237.651 & 237.208 & 0.442535 & 2.74913 \tabularnewline
141 & 248.4 & 244.946 & 244.538 & 0.408606 & 3.45389 \tabularnewline
142 & 258.5 & 250.992 & 250.817 & 0.175273 & 7.50806 \tabularnewline
143 & 265 & 256.467 & 256.104 & 0.362475 & 8.53336 \tabularnewline
144 & 271.7 & 260.915 & 260.304 & 0.610987 & 10.7848 \tabularnewline
145 & 273.9 & 262.841 & 263.429 & -0.588418 & 11.0593 \tabularnewline
146 & 277.8 & 263.682 & 265.762 & -2.08068 & 14.1182 \tabularnewline
147 & 273.4 & 266.897 & 267.342 & -0.44437 & 6.5027 \tabularnewline
148 & 270.9 & 267.777 & 267.921 & -0.144072 & 3.12324 \tabularnewline
149 & 268.3 & 267.706 & 267.692 & 0.0142609 & 0.594072 \tabularnewline
150 & 264.7 & 268.008 & 267.083 & 0.924678 & -3.30801 \tabularnewline
151 & 264.1 & 266.652 & 266.333 & 0.318725 & -2.55206 \tabularnewline
152 & 264.5 & 265.68 & 265.237 & 0.442535 & -1.18003 \tabularnewline
153 & 262.2 & 264.217 & 263.808 & 0.408606 & -2.01694 \tabularnewline
154 & 258.6 & 262.6 & 262.425 & 0.175273 & -4.00027 \tabularnewline
155 & 259.4 & 261.55 & 261.188 & 0.362475 & -2.14998 \tabularnewline
156 & 262.7 & 260.844 & 260.233 & 0.610987 & 1.85568 \tabularnewline
157 & 264.9 & 258.949 & 259.537 & -0.588418 & 5.95092 \tabularnewline
158 & 260.5 & 256.911 & 258.992 & -2.08068 & 3.58901 \tabularnewline
159 & 256.4 & 258.206 & 258.65 & -0.44437 & -1.80563 \tabularnewline
160 & 254.7 & 258.535 & 258.679 & -0.144072 & -3.83509 \tabularnewline
161 & 254.8 & 259.043 & 259.029 & 0.0142609 & -4.24343 \tabularnewline
162 & 255.3 & 260.441 & 259.517 & 0.924678 & -5.14134 \tabularnewline
163 & 256.8 & 260.69 & 260.371 & 0.318725 & -3.88956 \tabularnewline
164 & 258.7 & 262.355 & 261.913 & 0.442535 & -3.65503 \tabularnewline
165 & 259.8 & 264.488 & 264.079 & 0.408606 & -4.68777 \tabularnewline
166 & 261.7 & 266.863 & 266.688 & 0.175273 & -5.16277 \tabularnewline
167 & 264.7 & 270 & 269.638 & 0.362475 & -5.29998 \tabularnewline
168 & 269.1 & 273.482 & 272.871 & 0.610987 & -4.38182 \tabularnewline
169 & 279 & 275.862 & 276.45 & -0.588418 & 3.13842 \tabularnewline
170 & 283.4 & 278.344 & 280.425 & -2.08068 & 5.05568 \tabularnewline
171 & 285.5 & 284.318 & 284.762 & -0.44437 & 1.18187 \tabularnewline
172 & 288.2 & 289.302 & 289.446 & -0.144072 & -1.10176 \tabularnewline
173 & 292.1 & 294.589 & 294.575 & 0.0142609 & -2.48926 \tabularnewline
174 & 295.6 & 301.15 & 300.225 & 0.924678 & -5.54968 \tabularnewline
175 & 302.4 & NA & NA & 0.318725 & NA \tabularnewline
176 & 308.5 & NA & NA & 0.442535 & NA \tabularnewline
177 & 314.1 & NA & NA & 0.408606 & NA \tabularnewline
178 & 319.8 & NA & NA & 0.175273 & NA \tabularnewline
179 & 329.7 & NA & NA & 0.362475 & NA \tabularnewline
180 & 339.7 & NA & NA & 0.610987 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=234835&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]329.6[/C][C]NA[/C][C]NA[/C][C]-0.588418[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]327.2[/C][C]NA[/C][C]NA[/C][C]-2.08068[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]326.3[/C][C]NA[/C][C]NA[/C][C]-0.44437[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]315.4[/C][C]NA[/C][C]NA[/C][C]-0.144072[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]308.6[/C][C]NA[/C][C]NA[/C][C]0.0142609[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]302.6[/C][C]NA[/C][C]NA[/C][C]0.924678[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]295.6[/C][C]300.785[/C][C]300.467[/C][C]0.318725[/C][C]-5.18539[/C][/ROW]
[ROW][C]8[/C][C]291.5[/C][C]296.038[/C][C]295.596[/C][C]0.442535[/C][C]-4.53837[/C][/ROW]
[ROW][C]9[/C][C]288.1[/C][C]290.667[/C][C]290.258[/C][C]0.408606[/C][C]-2.56694[/C][/ROW]
[ROW][C]10[/C][C]281.1[/C][C]285.088[/C][C]284.912[/C][C]0.175273[/C][C]-3.98777[/C][/ROW]
[ROW][C]11[/C][C]282.4[/C][C]280.242[/C][C]279.879[/C][C]0.362475[/C][C]2.15836[/C][/ROW]
[ROW][C]12[/C][C]284.9[/C][C]275.611[/C][C]275[/C][C]0.610987[/C][C]9.28901[/C][/ROW]
[ROW][C]13[/C][C]274.2[/C][C]269.803[/C][C]270.392[/C][C]-0.588418[/C][C]4.39675[/C][/ROW]
[ROW][C]14[/C][C]265.7[/C][C]263.94[/C][C]266.021[/C][C]-2.08068[/C][C]1.75985[/C][/ROW]
[ROW][C]15[/C][C]259.7[/C][C]261.214[/C][C]261.658[/C][C]-0.44437[/C][C]-1.51396[/C][/ROW]
[ROW][C]16[/C][C]253.7[/C][C]257.248[/C][C]257.392[/C][C]-0.144072[/C][C]-3.54759[/C][/ROW]
[ROW][C]17[/C][C]249.5[/C][C]253.002[/C][C]252.987[/C][C]0.0142609[/C][C]-3.50176[/C][/ROW]
[ROW][C]18[/C][C]244.6[/C][C]248.958[/C][C]248.033[/C][C]0.924678[/C][C]-4.35801[/C][/ROW]
[ROW][C]19[/C][C]243[/C][C]243.435[/C][C]243.117[/C][C]0.318725[/C][C]-0.435392[/C][/ROW]
[ROW][C]20[/C][C]239.2[/C][C]239.13[/C][C]238.687[/C][C]0.442535[/C][C]0.0699653[/C][/ROW]
[ROW][C]21[/C][C]235.7[/C][C]234.95[/C][C]234.542[/C][C]0.408606[/C][C]0.749727[/C][/ROW]
[ROW][C]22[/C][C]231.1[/C][C]230.8[/C][C]230.625[/C][C]0.175273[/C][C]0.299727[/C][/ROW]
[ROW][C]23[/C][C]226.7[/C][C]227.204[/C][C]226.842[/C][C]0.362475[/C][C]-0.504142[/C][/ROW]
[ROW][C]24[/C][C]221.7[/C][C]223.778[/C][C]223.167[/C][C]0.610987[/C][C]-2.07765[/C][/ROW]
[ROW][C]25[/C][C]219.4[/C][C]218.974[/C][C]219.562[/C][C]-0.588418[/C][C]0.425918[/C][/ROW]
[ROW][C]26[/C][C]214.2[/C][C]213.961[/C][C]216.042[/C][C]-2.08068[/C][C]0.239013[/C][/ROW]
[ROW][C]27[/C][C]211.7[/C][C]212.185[/C][C]212.629[/C][C]-0.44437[/C][C]-0.484797[/C][/ROW]
[ROW][C]28[/C][C]207.7[/C][C]209.264[/C][C]209.408[/C][C]-0.144072[/C][C]-1.56426[/C][/ROW]
[ROW][C]29[/C][C]204.7[/C][C]206.477[/C][C]206.462[/C][C]0.0142609[/C][C]-1.77676[/C][/ROW]
[ROW][C]30[/C][C]201.2[/C][C]204.591[/C][C]203.667[/C][C]0.924678[/C][C]-3.39134[/C][/ROW]
[ROW][C]31[/C][C]199.9[/C][C]201.094[/C][C]200.775[/C][C]0.318725[/C][C]-1.19373[/C][/ROW]
[ROW][C]32[/C][C]197.8[/C][C]198.343[/C][C]197.9[/C][C]0.442535[/C][C]-0.542535[/C][/ROW]
[ROW][C]33[/C][C]195.2[/C][C]195.642[/C][C]195.233[/C][C]0.408606[/C][C]-0.441939[/C][/ROW]
[ROW][C]34[/C][C]194.3[/C][C]192.963[/C][C]192.787[/C][C]0.175273[/C][C]1.33723[/C][/ROW]
[ROW][C]35[/C][C]192.8[/C][C]190.942[/C][C]190.579[/C][C]0.362475[/C][C]1.85836[/C][/ROW]
[ROW][C]36[/C][C]188.5[/C][C]189.123[/C][C]188.512[/C][C]0.610987[/C][C]-0.623487[/C][/ROW]
[ROW][C]37[/C][C]183.2[/C][C]185.849[/C][C]186.437[/C][C]-0.588418[/C][C]-2.64908[/C][/ROW]
[ROW][C]38[/C][C]181.4[/C][C]182.215[/C][C]184.296[/C][C]-2.08068[/C][C]-0.815154[/C][/ROW]
[ROW][C]39[/C][C]180.5[/C][C]181.776[/C][C]182.221[/C][C]-0.44437[/C][C]-1.27646[/C][/ROW]
[ROW][C]40[/C][C]180.2[/C][C]180.052[/C][C]180.196[/C][C]-0.144072[/C][C]0.148239[/C][/ROW]
[ROW][C]41[/C][C]179.2[/C][C]178.218[/C][C]178.204[/C][C]0.0142609[/C][C]0.981572[/C][/ROW]
[ROW][C]42[/C][C]177.1[/C][C]177.2[/C][C]176.275[/C][C]0.924678[/C][C]-0.0996776[/C][/ROW]
[ROW][C]43[/C][C]174.2[/C][C]174.969[/C][C]174.65[/C][C]0.318725[/C][C]-0.768725[/C][/ROW]
[ROW][C]44[/C][C]172.1[/C][C]173.851[/C][C]173.408[/C][C]0.442535[/C][C]-1.75087[/C][/ROW]
[ROW][C]45[/C][C]171.1[/C][C]172.879[/C][C]172.471[/C][C]0.408606[/C][C]-1.77944[/C][/ROW]
[ROW][C]46[/C][C]169.8[/C][C]172.104[/C][C]171.929[/C][C]0.175273[/C][C]-2.30444[/C][/ROW]
[ROW][C]47[/C][C]169.5[/C][C]172.146[/C][C]171.783[/C][C]0.362475[/C][C]-2.64581[/C][/ROW]
[ROW][C]48[/C][C]165.5[/C][C]172.753[/C][C]172.142[/C][C]0.610987[/C][C]-7.25265[/C][/ROW]
[ROW][C]49[/C][C]167.2[/C][C]172.312[/C][C]172.9[/C][C]-0.588418[/C][C]-5.11158[/C][/ROW]
[ROW][C]50[/C][C]167.6[/C][C]171.898[/C][C]173.979[/C][C]-2.08068[/C][C]-4.29849[/C][/ROW]
[ROW][C]51[/C][C]171.8[/C][C]175.031[/C][C]175.475[/C][C]-0.44437[/C][C]-3.23063[/C][/ROW]
[ROW][C]52[/C][C]175.9[/C][C]177.252[/C][C]177.396[/C][C]-0.144072[/C][C]-1.35176[/C][/ROW]
[ROW][C]53[/C][C]180[/C][C]179.818[/C][C]179.804[/C][C]0.0142609[/C][C]0.181572[/C][/ROW]
[ROW][C]54[/C][C]184.9[/C][C]183.65[/C][C]182.725[/C][C]0.924678[/C][C]1.25032[/C][/ROW]
[ROW][C]55[/C][C]184.6[/C][C]186.373[/C][C]186.054[/C][C]0.318725[/C][C]-1.77289[/C][/ROW]
[ROW][C]56[/C][C]187.6[/C][C]190.305[/C][C]189.862[/C][C]0.442535[/C][C]-2.70503[/C][/ROW]
[ROW][C]57[/C][C]191.5[/C][C]194.659[/C][C]194.25[/C][C]0.408606[/C][C]-3.15861[/C][/ROW]
[ROW][C]58[/C][C]195.5[/C][C]199.304[/C][C]199.129[/C][C]0.175273[/C][C]-3.80444[/C][/ROW]
[ROW][C]59[/C][C]201.6[/C][C]204.779[/C][C]204.417[/C][C]0.362475[/C][C]-3.17914[/C][/ROW]
[ROW][C]60[/C][C]203.5[/C][C]210.607[/C][C]209.996[/C][C]0.610987[/C][C]-7.10682[/C][/ROW]
[ROW][C]61[/C][C]209.1[/C][C]215.416[/C][C]216.004[/C][C]-0.588418[/C][C]-6.31575[/C][/ROW]
[ROW][C]62[/C][C]217.1[/C][C]220.357[/C][C]222.438[/C][C]-2.08068[/C][C]-3.25682[/C][/ROW]
[ROW][C]63[/C][C]227.6[/C][C]228.66[/C][C]229.104[/C][C]-0.44437[/C][C]-1.0598[/C][/ROW]
[ROW][C]64[/C][C]237.2[/C][C]235.91[/C][C]236.054[/C][C]-0.144072[/C][C]1.28991[/C][/ROW]
[ROW][C]65[/C][C]245.6[/C][C]243.073[/C][C]243.058[/C][C]0.0142609[/C][C]2.52741[/C][/ROW]
[ROW][C]66[/C][C]253.2[/C][C]250.975[/C][C]250.05[/C][C]0.924678[/C][C]2.22532[/C][/ROW]
[ROW][C]67[/C][C]260.5[/C][C]257.065[/C][C]256.746[/C][C]0.318725[/C][C]3.43544[/C][/ROW]
[ROW][C]68[/C][C]266.1[/C][C]263.334[/C][C]262.892[/C][C]0.442535[/C][C]2.7658[/C][/ROW]
[ROW][C]69[/C][C]273[/C][C]269.292[/C][C]268.883[/C][C]0.408606[/C][C]3.70806[/C][/ROW]
[ROW][C]70[/C][C]280.8[/C][C]275[/C][C]274.825[/C][C]0.175273[/C][C]5.79973[/C][/ROW]
[ROW][C]71[/C][C]284.4[/C][C]280.871[/C][C]280.508[/C][C]0.362475[/C][C]3.52919[/C][/ROW]
[ROW][C]72[/C][C]288.5[/C][C]286.728[/C][C]286.117[/C][C]0.610987[/C][C]1.77235[/C][/ROW]
[ROW][C]73[/C][C]284.8[/C][C]290.782[/C][C]291.371[/C][C]-0.588418[/C][C]-5.98242[/C][/ROW]
[ROW][C]74[/C][C]288.9[/C][C]293.886[/C][C]295.967[/C][C]-2.08068[/C][C]-4.98599[/C][/ROW]
[ROW][C]75[/C][C]299.6[/C][C]299.785[/C][C]300.229[/C][C]-0.44437[/C][C]-0.184797[/C][/ROW]
[ROW][C]76[/C][C]307.8[/C][C]303.902[/C][C]304.046[/C][C]-0.144072[/C][C]3.89824[/C][/ROW]
[ROW][C]77[/C][C]311.4[/C][C]307.423[/C][C]307.408[/C][C]0.0142609[/C][C]3.97741[/C][/ROW]
[ROW][C]78[/C][C]322[/C][C]311.454[/C][C]310.529[/C][C]0.924678[/C][C]10.5462[/C][/ROW]
[ROW][C]79[/C][C]317.8[/C][C]313.969[/C][C]313.65[/C][C]0.318725[/C][C]3.83127[/C][/ROW]
[ROW][C]80[/C][C]319.1[/C][C]316.938[/C][C]316.496[/C][C]0.442535[/C][C]2.16163[/C][/ROW]
[ROW][C]81[/C][C]322.3[/C][C]319.342[/C][C]318.933[/C][C]0.408606[/C][C]2.95806[/C][/ROW]
[ROW][C]82[/C][C]323.1[/C][C]321.192[/C][C]321.017[/C][C]0.175273[/C][C]1.90806[/C][/ROW]
[ROW][C]83[/C][C]322.8[/C][C]322.9[/C][C]322.538[/C][C]0.362475[/C][C]-0.0999752[/C][/ROW]
[ROW][C]84[/C][C]325[/C][C]324.115[/C][C]323.504[/C][C]0.610987[/C][C]0.884846[/C][/ROW]
[ROW][C]85[/C][C]323.2[/C][C]323.503[/C][C]324.092[/C][C]-0.588418[/C][C]-0.303249[/C][/ROW]
[ROW][C]86[/C][C]318.8[/C][C]322.373[/C][C]324.454[/C][C]-2.08068[/C][C]-3.57349[/C][/ROW]
[ROW][C]87[/C][C]328.2[/C][C]324.01[/C][C]324.454[/C][C]-0.44437[/C][C]4.1902[/C][/ROW]
[ROW][C]88[/C][C]329.2[/C][C]323.881[/C][C]324.025[/C][C]-0.144072[/C][C]5.31907[/C][/ROW]
[ROW][C]89[/C][C]326.5[/C][C]323.218[/C][C]323.204[/C][C]0.0142609[/C][C]3.28157[/C][/ROW]
[ROW][C]90[/C][C]330.1[/C][C]322.854[/C][C]321.929[/C][C]0.924678[/C][C]7.24616[/C][/ROW]
[ROW][C]91[/C][C]323.8[/C][C]320.306[/C][C]319.987[/C][C]0.318725[/C][C]3.49377[/C][/ROW]
[ROW][C]92[/C][C]321.8[/C][C]317.976[/C][C]317.533[/C][C]0.442535[/C][C]3.82413[/C][/ROW]
[ROW][C]93[/C][C]319.6[/C][C]315.229[/C][C]314.821[/C][C]0.408606[/C][C]4.37056[/C][/ROW]
[ROW][C]94[/C][C]315.5[/C][C]311.904[/C][C]311.729[/C][C]0.175273[/C][C]3.59556[/C][/ROW]
[ROW][C]95[/C][C]310.7[/C][C]308.8[/C][C]308.437[/C][C]0.362475[/C][C]1.90002[/C][/ROW]
[ROW][C]96[/C][C]306.5[/C][C]305.44[/C][C]304.829[/C][C]0.610987[/C][C]1.05985[/C][/ROW]
[ROW][C]97[/C][C]295.1[/C][C]300.307[/C][C]300.896[/C][C]-0.588418[/C][C]-5.20742[/C][/ROW]
[ROW][C]98[/C][C]288[/C][C]294.815[/C][C]296.896[/C][C]-2.08068[/C][C]-6.81515[/C][/ROW]
[ROW][C]99[/C][C]293.9[/C][C]292.251[/C][C]292.696[/C][C]-0.44437[/C][C]1.64854[/C][/ROW]
[ROW][C]100[/C][C]289.3[/C][C]288.202[/C][C]288.346[/C][C]-0.144072[/C][C]1.09824[/C][/ROW]
[ROW][C]101[/C][C]287.4[/C][C]283.91[/C][C]283.896[/C][C]0.0142609[/C][C]3.48991[/C][/ROW]
[ROW][C]102[/C][C]282.6[/C][C]280.241[/C][C]279.317[/C][C]0.924678[/C][C]2.35866[/C][/ROW]
[ROW][C]103[/C][C]276.9[/C][C]275.148[/C][C]274.829[/C][C]0.318725[/C][C]1.75211[/C][/ROW]
[ROW][C]104[/C][C]272.7[/C][C]270.905[/C][C]270.462[/C][C]0.442535[/C][C]1.79497[/C][/ROW]
[ROW][C]105[/C][C]267.9[/C][C]265.988[/C][C]265.579[/C][C]0.408606[/C][C]1.91223[/C][/ROW]
[ROW][C]106[/C][C]262.8[/C][C]260.309[/C][C]260.133[/C][C]0.175273[/C][C]2.49139[/C][/ROW]
[ROW][C]107[/C][C]256.6[/C][C]254.821[/C][C]254.458[/C][C]0.362475[/C][C]1.77919[/C][/ROW]
[ROW][C]108[/C][C]250.7[/C][C]249.307[/C][C]248.696[/C][C]0.610987[/C][C]1.39318[/C][/ROW]
[ROW][C]109[/C][C]243.2[/C][C]242.499[/C][C]243.087[/C][C]-0.588418[/C][C]0.700918[/C][/ROW]
[ROW][C]110[/C][C]235.1[/C][C]235.557[/C][C]237.637[/C][C]-2.08068[/C][C]-0.45682[/C][/ROW]
[ROW][C]111[/C][C]229.6[/C][C]231.776[/C][C]232.221[/C][C]-0.44437[/C][C]-2.17646[/C][/ROW]
[ROW][C]112[/C][C]222.9[/C][C]226.698[/C][C]226.842[/C][C]-0.144072[/C][C]-3.79759[/C][/ROW]
[ROW][C]113[/C][C]217.6[/C][C]221.652[/C][C]221.637[/C][C]0.0142609[/C][C]-4.05176[/C][/ROW]
[ROW][C]114[/C][C]214.1[/C][C]217.575[/C][C]216.65[/C][C]0.924678[/C][C]-3.47468[/C][/ROW]
[ROW][C]115[/C][C]210.8[/C][C]212.285[/C][C]211.967[/C][C]0.318725[/C][C]-1.48539[/C][/ROW]
[ROW][C]116[/C][C]208[/C][C]207.972[/C][C]207.529[/C][C]0.442535[/C][C]0.0282986[/C][/ROW]
[ROW][C]117[/C][C]202.6[/C][C]203.642[/C][C]203.233[/C][C]0.408606[/C][C]-1.04194[/C][/ROW]
[ROW][C]118[/C][C]199[/C][C]199.375[/C][C]199.2[/C][C]0.175273[/C][C]-0.375273[/C][/ROW]
[ROW][C]119[/C][C]195.5[/C][C]195.812[/C][C]195.45[/C][C]0.362475[/C][C]-0.312475[/C][/ROW]
[ROW][C]120[/C][C]192.1[/C][C]192.478[/C][C]191.867[/C][C]0.610987[/C][C]-0.377654[/C][/ROW]
[ROW][C]121[/C][C]189.4[/C][C]187.803[/C][C]188.392[/C][C]-0.588418[/C][C]1.59675[/C][/ROW]
[ROW][C]122[/C][C]182.4[/C][C]182.948[/C][C]185.029[/C][C]-2.08068[/C][C]-0.548487[/C][/ROW]
[ROW][C]123[/C][C]179.2[/C][C]181.422[/C][C]181.867[/C][C]-0.44437[/C][C]-2.2223[/C][/ROW]
[ROW][C]124[/C][C]176.5[/C][C]178.835[/C][C]178.979[/C][C]-0.144072[/C][C]-2.33509[/C][/ROW]
[ROW][C]125[/C][C]174[/C][C]176.402[/C][C]176.388[/C][C]0.0142609[/C][C]-2.40176[/C][/ROW]
[ROW][C]126[/C][C]171.7[/C][C]175.204[/C][C]174.279[/C][C]0.924678[/C][C]-3.50384[/C][/ROW]
[ROW][C]127[/C][C]169.8[/C][C]173.21[/C][C]172.892[/C][C]0.318725[/C][C]-3.41039[/C][/ROW]
[ROW][C]128[/C][C]168.3[/C][C]172.884[/C][C]172.442[/C][C]0.442535[/C][C]-4.5842[/C][/ROW]
[ROW][C]129[/C][C]166.4[/C][C]173.421[/C][C]173.013[/C][C]0.408606[/C][C]-7.02111[/C][/ROW]
[ROW][C]130[/C][C]165.9[/C][C]174.767[/C][C]174.592[/C][C]0.175273[/C][C]-8.86694[/C][/ROW]
[ROW][C]131[/C][C]166.4[/C][C]177.529[/C][C]177.167[/C][C]0.362475[/C][C]-11.1291[/C][/ROW]
[ROW][C]132[/C][C]170.6[/C][C]181.382[/C][C]180.771[/C][C]0.610987[/C][C]-10.7818[/C][/ROW]
[ROW][C]133[/C][C]177.6[/C][C]184.862[/C][C]185.45[/C][C]-0.588418[/C][C]-7.26158[/C][/ROW]
[ROW][C]134[/C][C]183.4[/C][C]188.973[/C][C]191.054[/C][C]-2.08068[/C][C]-5.57349[/C][/ROW]
[ROW][C]135[/C][C]191.9[/C][C]197.031[/C][C]197.475[/C][C]-0.44437[/C][C]-5.13063[/C][/ROW]
[ROW][C]136[/C][C]201.7[/C][C]204.606[/C][C]204.75[/C][C]-0.144072[/C][C]-2.90593[/C][/ROW]
[ROW][C]137[/C][C]210.6[/C][C]212.731[/C][C]212.717[/C][C]0.0142609[/C][C]-2.13093[/C][/ROW]
[ROW][C]138[/C][C]221.6[/C][C]221.962[/C][C]221.038[/C][C]0.924678[/C][C]-0.362178[/C][/ROW]
[ROW][C]139[/C][C]232.2[/C][C]229.581[/C][C]229.263[/C][C]0.318725[/C][C]2.61877[/C][/ROW]
[ROW][C]140[/C][C]240.4[/C][C]237.651[/C][C]237.208[/C][C]0.442535[/C][C]2.74913[/C][/ROW]
[ROW][C]141[/C][C]248.4[/C][C]244.946[/C][C]244.538[/C][C]0.408606[/C][C]3.45389[/C][/ROW]
[ROW][C]142[/C][C]258.5[/C][C]250.992[/C][C]250.817[/C][C]0.175273[/C][C]7.50806[/C][/ROW]
[ROW][C]143[/C][C]265[/C][C]256.467[/C][C]256.104[/C][C]0.362475[/C][C]8.53336[/C][/ROW]
[ROW][C]144[/C][C]271.7[/C][C]260.915[/C][C]260.304[/C][C]0.610987[/C][C]10.7848[/C][/ROW]
[ROW][C]145[/C][C]273.9[/C][C]262.841[/C][C]263.429[/C][C]-0.588418[/C][C]11.0593[/C][/ROW]
[ROW][C]146[/C][C]277.8[/C][C]263.682[/C][C]265.762[/C][C]-2.08068[/C][C]14.1182[/C][/ROW]
[ROW][C]147[/C][C]273.4[/C][C]266.897[/C][C]267.342[/C][C]-0.44437[/C][C]6.5027[/C][/ROW]
[ROW][C]148[/C][C]270.9[/C][C]267.777[/C][C]267.921[/C][C]-0.144072[/C][C]3.12324[/C][/ROW]
[ROW][C]149[/C][C]268.3[/C][C]267.706[/C][C]267.692[/C][C]0.0142609[/C][C]0.594072[/C][/ROW]
[ROW][C]150[/C][C]264.7[/C][C]268.008[/C][C]267.083[/C][C]0.924678[/C][C]-3.30801[/C][/ROW]
[ROW][C]151[/C][C]264.1[/C][C]266.652[/C][C]266.333[/C][C]0.318725[/C][C]-2.55206[/C][/ROW]
[ROW][C]152[/C][C]264.5[/C][C]265.68[/C][C]265.237[/C][C]0.442535[/C][C]-1.18003[/C][/ROW]
[ROW][C]153[/C][C]262.2[/C][C]264.217[/C][C]263.808[/C][C]0.408606[/C][C]-2.01694[/C][/ROW]
[ROW][C]154[/C][C]258.6[/C][C]262.6[/C][C]262.425[/C][C]0.175273[/C][C]-4.00027[/C][/ROW]
[ROW][C]155[/C][C]259.4[/C][C]261.55[/C][C]261.188[/C][C]0.362475[/C][C]-2.14998[/C][/ROW]
[ROW][C]156[/C][C]262.7[/C][C]260.844[/C][C]260.233[/C][C]0.610987[/C][C]1.85568[/C][/ROW]
[ROW][C]157[/C][C]264.9[/C][C]258.949[/C][C]259.537[/C][C]-0.588418[/C][C]5.95092[/C][/ROW]
[ROW][C]158[/C][C]260.5[/C][C]256.911[/C][C]258.992[/C][C]-2.08068[/C][C]3.58901[/C][/ROW]
[ROW][C]159[/C][C]256.4[/C][C]258.206[/C][C]258.65[/C][C]-0.44437[/C][C]-1.80563[/C][/ROW]
[ROW][C]160[/C][C]254.7[/C][C]258.535[/C][C]258.679[/C][C]-0.144072[/C][C]-3.83509[/C][/ROW]
[ROW][C]161[/C][C]254.8[/C][C]259.043[/C][C]259.029[/C][C]0.0142609[/C][C]-4.24343[/C][/ROW]
[ROW][C]162[/C][C]255.3[/C][C]260.441[/C][C]259.517[/C][C]0.924678[/C][C]-5.14134[/C][/ROW]
[ROW][C]163[/C][C]256.8[/C][C]260.69[/C][C]260.371[/C][C]0.318725[/C][C]-3.88956[/C][/ROW]
[ROW][C]164[/C][C]258.7[/C][C]262.355[/C][C]261.913[/C][C]0.442535[/C][C]-3.65503[/C][/ROW]
[ROW][C]165[/C][C]259.8[/C][C]264.488[/C][C]264.079[/C][C]0.408606[/C][C]-4.68777[/C][/ROW]
[ROW][C]166[/C][C]261.7[/C][C]266.863[/C][C]266.688[/C][C]0.175273[/C][C]-5.16277[/C][/ROW]
[ROW][C]167[/C][C]264.7[/C][C]270[/C][C]269.638[/C][C]0.362475[/C][C]-5.29998[/C][/ROW]
[ROW][C]168[/C][C]269.1[/C][C]273.482[/C][C]272.871[/C][C]0.610987[/C][C]-4.38182[/C][/ROW]
[ROW][C]169[/C][C]279[/C][C]275.862[/C][C]276.45[/C][C]-0.588418[/C][C]3.13842[/C][/ROW]
[ROW][C]170[/C][C]283.4[/C][C]278.344[/C][C]280.425[/C][C]-2.08068[/C][C]5.05568[/C][/ROW]
[ROW][C]171[/C][C]285.5[/C][C]284.318[/C][C]284.762[/C][C]-0.44437[/C][C]1.18187[/C][/ROW]
[ROW][C]172[/C][C]288.2[/C][C]289.302[/C][C]289.446[/C][C]-0.144072[/C][C]-1.10176[/C][/ROW]
[ROW][C]173[/C][C]292.1[/C][C]294.589[/C][C]294.575[/C][C]0.0142609[/C][C]-2.48926[/C][/ROW]
[ROW][C]174[/C][C]295.6[/C][C]301.15[/C][C]300.225[/C][C]0.924678[/C][C]-5.54968[/C][/ROW]
[ROW][C]175[/C][C]302.4[/C][C]NA[/C][C]NA[/C][C]0.318725[/C][C]NA[/C][/ROW]
[ROW][C]176[/C][C]308.5[/C][C]NA[/C][C]NA[/C][C]0.442535[/C][C]NA[/C][/ROW]
[ROW][C]177[/C][C]314.1[/C][C]NA[/C][C]NA[/C][C]0.408606[/C][C]NA[/C][/ROW]
[ROW][C]178[/C][C]319.8[/C][C]NA[/C][C]NA[/C][C]0.175273[/C][C]NA[/C][/ROW]
[ROW][C]179[/C][C]329.7[/C][C]NA[/C][C]NA[/C][C]0.362475[/C][C]NA[/C][/ROW]
[ROW][C]180[/C][C]339.7[/C][C]NA[/C][C]NA[/C][C]0.610987[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=234835&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=234835&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	329.6	NA	NA	-0.588418	NA
2	327.2	NA	NA	-2.08068	NA
3	326.3	NA	NA	-0.44437	NA
4	315.4	NA	NA	-0.144072	NA
5	308.6	NA	NA	0.0142609	NA
6	302.6	NA	NA	0.924678	NA
7	295.6	300.785	300.467	0.318725	-5.18539
8	291.5	296.038	295.596	0.442535	-4.53837
9	288.1	290.667	290.258	0.408606	-2.56694
10	281.1	285.088	284.912	0.175273	-3.98777
11	282.4	280.242	279.879	0.362475	2.15836
12	284.9	275.611	275	0.610987	9.28901
13	274.2	269.803	270.392	-0.588418	4.39675
14	265.7	263.94	266.021	-2.08068	1.75985
15	259.7	261.214	261.658	-0.44437	-1.51396
16	253.7	257.248	257.392	-0.144072	-3.54759
17	249.5	253.002	252.987	0.0142609	-3.50176
18	244.6	248.958	248.033	0.924678	-4.35801
19	243	243.435	243.117	0.318725	-0.435392
20	239.2	239.13	238.687	0.442535	0.0699653
21	235.7	234.95	234.542	0.408606	0.749727
22	231.1	230.8	230.625	0.175273	0.299727
23	226.7	227.204	226.842	0.362475	-0.504142
24	221.7	223.778	223.167	0.610987	-2.07765
25	219.4	218.974	219.562	-0.588418	0.425918
26	214.2	213.961	216.042	-2.08068	0.239013
27	211.7	212.185	212.629	-0.44437	-0.484797
28	207.7	209.264	209.408	-0.144072	-1.56426
29	204.7	206.477	206.462	0.0142609	-1.77676
30	201.2	204.591	203.667	0.924678	-3.39134
31	199.9	201.094	200.775	0.318725	-1.19373
32	197.8	198.343	197.9	0.442535	-0.542535
33	195.2	195.642	195.233	0.408606	-0.441939
34	194.3	192.963	192.787	0.175273	1.33723
35	192.8	190.942	190.579	0.362475	1.85836
36	188.5	189.123	188.512	0.610987	-0.623487
37	183.2	185.849	186.437	-0.588418	-2.64908
38	181.4	182.215	184.296	-2.08068	-0.815154
39	180.5	181.776	182.221	-0.44437	-1.27646
40	180.2	180.052	180.196	-0.144072	0.148239
41	179.2	178.218	178.204	0.0142609	0.981572
42	177.1	177.2	176.275	0.924678	-0.0996776
43	174.2	174.969	174.65	0.318725	-0.768725
44	172.1	173.851	173.408	0.442535	-1.75087
45	171.1	172.879	172.471	0.408606	-1.77944
46	169.8	172.104	171.929	0.175273	-2.30444
47	169.5	172.146	171.783	0.362475	-2.64581
48	165.5	172.753	172.142	0.610987	-7.25265
49	167.2	172.312	172.9	-0.588418	-5.11158
50	167.6	171.898	173.979	-2.08068	-4.29849
51	171.8	175.031	175.475	-0.44437	-3.23063
52	175.9	177.252	177.396	-0.144072	-1.35176
53	180	179.818	179.804	0.0142609	0.181572
54	184.9	183.65	182.725	0.924678	1.25032
55	184.6	186.373	186.054	0.318725	-1.77289
56	187.6	190.305	189.862	0.442535	-2.70503
57	191.5	194.659	194.25	0.408606	-3.15861
58	195.5	199.304	199.129	0.175273	-3.80444
59	201.6	204.779	204.417	0.362475	-3.17914
60	203.5	210.607	209.996	0.610987	-7.10682
61	209.1	215.416	216.004	-0.588418	-6.31575
62	217.1	220.357	222.438	-2.08068	-3.25682
63	227.6	228.66	229.104	-0.44437	-1.0598
64	237.2	235.91	236.054	-0.144072	1.28991
65	245.6	243.073	243.058	0.0142609	2.52741
66	253.2	250.975	250.05	0.924678	2.22532
67	260.5	257.065	256.746	0.318725	3.43544
68	266.1	263.334	262.892	0.442535	2.7658
69	273	269.292	268.883	0.408606	3.70806
70	280.8	275	274.825	0.175273	5.79973
71	284.4	280.871	280.508	0.362475	3.52919
72	288.5	286.728	286.117	0.610987	1.77235
73	284.8	290.782	291.371	-0.588418	-5.98242
74	288.9	293.886	295.967	-2.08068	-4.98599
75	299.6	299.785	300.229	-0.44437	-0.184797
76	307.8	303.902	304.046	-0.144072	3.89824
77	311.4	307.423	307.408	0.0142609	3.97741
78	322	311.454	310.529	0.924678	10.5462
79	317.8	313.969	313.65	0.318725	3.83127
80	319.1	316.938	316.496	0.442535	2.16163
81	322.3	319.342	318.933	0.408606	2.95806
82	323.1	321.192	321.017	0.175273	1.90806
83	322.8	322.9	322.538	0.362475	-0.0999752
84	325	324.115	323.504	0.610987	0.884846
85	323.2	323.503	324.092	-0.588418	-0.303249
86	318.8	322.373	324.454	-2.08068	-3.57349
87	328.2	324.01	324.454	-0.44437	4.1902
88	329.2	323.881	324.025	-0.144072	5.31907
89	326.5	323.218	323.204	0.0142609	3.28157
90	330.1	322.854	321.929	0.924678	7.24616
91	323.8	320.306	319.987	0.318725	3.49377
92	321.8	317.976	317.533	0.442535	3.82413
93	319.6	315.229	314.821	0.408606	4.37056
94	315.5	311.904	311.729	0.175273	3.59556
95	310.7	308.8	308.437	0.362475	1.90002
96	306.5	305.44	304.829	0.610987	1.05985
97	295.1	300.307	300.896	-0.588418	-5.20742
98	288	294.815	296.896	-2.08068	-6.81515
99	293.9	292.251	292.696	-0.44437	1.64854
100	289.3	288.202	288.346	-0.144072	1.09824
101	287.4	283.91	283.896	0.0142609	3.48991
102	282.6	280.241	279.317	0.924678	2.35866
103	276.9	275.148	274.829	0.318725	1.75211
104	272.7	270.905	270.462	0.442535	1.79497
105	267.9	265.988	265.579	0.408606	1.91223
106	262.8	260.309	260.133	0.175273	2.49139
107	256.6	254.821	254.458	0.362475	1.77919
108	250.7	249.307	248.696	0.610987	1.39318
109	243.2	242.499	243.087	-0.588418	0.700918
110	235.1	235.557	237.637	-2.08068	-0.45682
111	229.6	231.776	232.221	-0.44437	-2.17646
112	222.9	226.698	226.842	-0.144072	-3.79759
113	217.6	221.652	221.637	0.0142609	-4.05176
114	214.1	217.575	216.65	0.924678	-3.47468
115	210.8	212.285	211.967	0.318725	-1.48539
116	208	207.972	207.529	0.442535	0.0282986
117	202.6	203.642	203.233	0.408606	-1.04194
118	199	199.375	199.2	0.175273	-0.375273
119	195.5	195.812	195.45	0.362475	-0.312475
120	192.1	192.478	191.867	0.610987	-0.377654
121	189.4	187.803	188.392	-0.588418	1.59675
122	182.4	182.948	185.029	-2.08068	-0.548487
123	179.2	181.422	181.867	-0.44437	-2.2223
124	176.5	178.835	178.979	-0.144072	-2.33509
125	174	176.402	176.388	0.0142609	-2.40176
126	171.7	175.204	174.279	0.924678	-3.50384
127	169.8	173.21	172.892	0.318725	-3.41039
128	168.3	172.884	172.442	0.442535	-4.5842
129	166.4	173.421	173.013	0.408606	-7.02111
130	165.9	174.767	174.592	0.175273	-8.86694
131	166.4	177.529	177.167	0.362475	-11.1291
132	170.6	181.382	180.771	0.610987	-10.7818
133	177.6	184.862	185.45	-0.588418	-7.26158
134	183.4	188.973	191.054	-2.08068	-5.57349
135	191.9	197.031	197.475	-0.44437	-5.13063
136	201.7	204.606	204.75	-0.144072	-2.90593
137	210.6	212.731	212.717	0.0142609	-2.13093
138	221.6	221.962	221.038	0.924678	-0.362178
139	232.2	229.581	229.263	0.318725	2.61877
140	240.4	237.651	237.208	0.442535	2.74913
141	248.4	244.946	244.538	0.408606	3.45389
142	258.5	250.992	250.817	0.175273	7.50806
143	265	256.467	256.104	0.362475	8.53336
144	271.7	260.915	260.304	0.610987	10.7848
145	273.9	262.841	263.429	-0.588418	11.0593
146	277.8	263.682	265.762	-2.08068	14.1182
147	273.4	266.897	267.342	-0.44437	6.5027
148	270.9	267.777	267.921	-0.144072	3.12324
149	268.3	267.706	267.692	0.0142609	0.594072
150	264.7	268.008	267.083	0.924678	-3.30801
151	264.1	266.652	266.333	0.318725	-2.55206
152	264.5	265.68	265.237	0.442535	-1.18003
153	262.2	264.217	263.808	0.408606	-2.01694
154	258.6	262.6	262.425	0.175273	-4.00027
155	259.4	261.55	261.188	0.362475	-2.14998
156	262.7	260.844	260.233	0.610987	1.85568
157	264.9	258.949	259.537	-0.588418	5.95092
158	260.5	256.911	258.992	-2.08068	3.58901
159	256.4	258.206	258.65	-0.44437	-1.80563
160	254.7	258.535	258.679	-0.144072	-3.83509
161	254.8	259.043	259.029	0.0142609	-4.24343
162	255.3	260.441	259.517	0.924678	-5.14134
163	256.8	260.69	260.371	0.318725	-3.88956
164	258.7	262.355	261.913	0.442535	-3.65503
165	259.8	264.488	264.079	0.408606	-4.68777
166	261.7	266.863	266.688	0.175273	-5.16277
167	264.7	270	269.638	0.362475	-5.29998
168	269.1	273.482	272.871	0.610987	-4.38182
169	279	275.862	276.45	-0.588418	3.13842
170	283.4	278.344	280.425	-2.08068	5.05568
171	285.5	284.318	284.762	-0.44437	1.18187
172	288.2	289.302	289.446	-0.144072	-1.10176
173	292.1	294.589	294.575	0.0142609	-2.48926
174	295.6	301.15	300.225	0.924678	-5.54968
175	302.4	NA	NA	0.318725	NA
176	308.5	NA	NA	0.442535	NA
177	314.1	NA	NA	0.408606	NA
178	319.8	NA	NA	0.175273	NA
179	329.7	NA	NA	0.362475	NA
180	339.7	NA	NA	0.610987	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