Repository of Reproducible Computations

Free Statistics

of Irreproducible Research!

Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_decompose.wasp

Title produced by software

Classical Decomposition

Date of computation

Mon, 04 Dec 2017 14:39:10 +0100

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2017/Dec/04/t1512394770tzp316fkizxrj9r.htm/, Retrieved Tue, 14 May 2024 23:07:16 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=308504, Retrieved Tue, 14 May 2024 23:07:16 +0000

QR Codes:

Paste this QR Code to cite your computation.

Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

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

-       [Classical Decomposition] [] [2017-12-04 13:39:10] [8329b9b38c877eb1bcf8703660df8d0b] [Current]

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

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

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time4 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=308504&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=308504&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308504&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	35	NA	NA	-9.7177	NA
2	36.1	NA	NA	-7.3378	NA
3	40.1	NA	NA	13.751	NA
4	35.4	NA	NA	-2.89926	NA
5	37.4	NA	NA	-8.3352	NA
6	39.9	NA	NA	6.4023	NA
7	32	36.8835	38.0833	-1.19981	-4.88352
8	32.6	33.6823	38.9208	-5.23854	-1.0823
9	44.9	47.9039	39.8167	8.0872	-3.00386
10	36.3	42.6328	40.6708	1.96195	-6.33279
11	43.7	40.3669	41.4958	-1.12898	3.33315
12	39.8	48.1715	42.5167	5.65484	-8.37151
13	42.6	33.7365	43.4542	-9.7177	8.86354
14	48.6	36.7122	44.05	-7.3378	11.8878
15	49.1	58.201	44.45	13.751	-9.101
16	46.9	42.2466	45.1458	-2.89926	4.65343
17	45.7	37.5773	45.9125	-8.3352	8.1227
18	56.1	52.6523	46.25	6.4023	3.4477
19	38.3	45.6002	46.8	-1.19981	-7.30019
20	40.6	42.0156	47.2542	-5.23854	-1.41563
21	46.5	55.6872	47.6	8.0872	-9.1872
22	51.4	50.0203	48.0583	1.96195	1.37971
23	47	47.271	48.4	-1.12898	-0.271021
24	44.6	53.9465	48.2917	5.65484	-9.34651
25	51	38.724	48.4417	-9.7177	12.276
26	51.1	41.6539	48.9917	-7.3378	9.44614
27	54.9	63.0677	49.3167	13.751	-8.16767
28	52.1	46.6966	49.5958	-2.89926	5.40343
29	48.7	41.5065	49.8417	-8.3352	7.19353
30	50.5	56.3773	49.975	6.4023	-5.8773
31	47.5	49.0585	50.2583	-1.19981	-1.55852
32	44.6	45.1323	50.3708	-5.23854	-0.532295
33	50.3	58.4705	50.3833	8.0872	-8.17053
34	54.3	52.5953	50.6333	1.96195	1.70471
35	50	49.4544	50.5833	-1.12898	0.545646
36	44.8	56.2798	50.625	5.65484	-11.4798
37	57.6	41.2948	51.0125	-9.7177	16.3052
38	47.2	44.2414	51.5792	-7.3378	2.95864
39	59.1	66.3302	52.5792	13.751	-7.23017
40	53.9	50.7257	53.625	-2.89926	3.17426
41	45.7	45.8648	54.2	-8.3352	-0.164802
42	54.5	62.019	55.6167	6.4023	-7.51897
43	52.8	55.3377	56.5375	-1.19981	-2.53769
44	52.9	51.624	56.8625	-5.23854	1.27604
45	66	66.3414	58.2542	8.0872	-0.341364
46	63.7	61.4578	59.4958	1.96195	2.24221
47	54.4	59.3752	60.5042	-1.12898	-4.97519
48	74.4	67.434	61.7792	5.65484	6.96599
49	50.1	53.474	63.1917	-9.7177	-3.37396
50	62.5	56.9372	64.275	-7.3378	5.5628
51	77.2	78.9052	65.1542	13.751	-1.70517
52	65.6	62.9966	65.8958	-2.89926	2.60343
53	58.2	58.5565	66.8917	-8.3352	-0.356468
54	72.6	74.6773	68.275	6.4023	-2.0773
55	68.6	68.6585	69.8583	-1.19981	-0.058521
56	63.1	65.4615	70.7	-5.23854	-2.36146
57	76.9	78.5414	70.4542	8.0872	-1.64136
58	70.6	72.387	70.425	1.96195	-1.78695
59	71.4	69.721	70.85	-1.12898	1.67898
60	90.6	76.6798	71.025	5.65484	13.9202
61	71.9	60.974	70.6917	-9.7177	10.926
62	60.9	63.083	70.4208	-7.3378	-2.18303
63	72.9	84.3802	70.6292	13.751	-11.4802
64	69.2	68.2674	71.1667	-2.89926	0.932594
65	64.8	63.1148	71.45	-8.3352	1.6852
66	70.2	77.0106	70.6083	6.4023	-6.81063
67	63	68.5419	69.7417	-1.19981	-5.54185
68	62.2	65.0156	70.2542	-5.23854	-2.81563
69	82.8	79.5122	71.425	8.0872	3.2878
70	77.6	73.9745	72.0125	1.96195	3.62555
71	71.2	70.9835	72.1125	-1.12898	0.216479
72	70.6	78.134	72.4792	5.65484	-7.53401
73	71.1	62.9781	72.6958	-9.7177	8.12187
74	74	65.5122	72.85	-7.3378	8.4878
75	87.9	86.7052	72.9542	13.751	1.19483
76	68.3	70.2591	73.1583	-2.89926	-1.95907
77	68.1	65.4565	73.7917	-8.3352	2.64353
78	75.7	80.9856	74.5833	6.4023	-5.28563
79	62.7	73.6502	74.85	-1.19981	-10.9502
80	66.2	68.949	74.1875	-5.23854	-2.74896
81	81.3	81.3247	73.2375	8.0872	-0.0246975
82	84	74.6411	72.6792	1.96195	9.35888
83	80	71.4627	72.5917	-1.12898	8.53731
84	80.8	78.534	72.8792	5.65484	2.26599
85	67.3	64.2031	73.9208	-9.7177	3.09687
86	61.9	67.558	74.8958	-7.3378	-5.65803
87	77.2	88.4218	74.6708	13.751	-11.2218
88	65.6	70.8466	73.7458	-2.89926	-5.24657
89	68.7	64.5565	72.8917	-8.3352	4.14353
90	82	78.7606	72.3583	6.4023	3.23937
91	81.4	71.321	72.5208	-1.19981	10.079
92	70.9	68.099	73.3375	-5.23854	2.80104
93	71.2	82.0205	73.9333	8.0872	-10.8205
94	71.9	76.3703	74.4083	1.96195	-4.47029
95	71.6	73.6627	74.7917	-1.12898	-2.06269
96	76.4	80.4798	74.825	5.65484	-4.07984
97	75.6	65.1656	74.8833	-9.7177	10.4344
98	73.2	67.3372	74.675	-7.3378	5.8628
99	80.2	89.051	75.3	13.751	-8.851
100	74	73.7132	76.6125	-2.89926	0.286761
101	69.5	68.9815	77.3167	-8.3352	0.518532
102	82	85.144	78.7417	6.4023	-3.14397
103	82.8	78.3085	79.5083	-1.19981	4.49148
104	64.5	73.899	79.1375	-5.23854	-9.39896
105	92.6	87.733	79.6458	8.0872	4.86697
106	82	82.0953	80.1333	1.96195	-0.0952857
107	78.4	79.2127	80.3417	-1.12898	-0.812688
108	103.8	86.2882	80.6333	5.65484	17.5118
109	66.6	71.0031	80.7208	-9.7177	-4.40313
110	73.3	73.6705	81.0083	-7.3378	-0.370531
111	92.3	94.6052	80.8542	13.751	-2.30517
112	73.6	77.5216	80.4208	-2.89926	-3.92157
113	74.9	72.269	80.6042	-8.3352	2.63103
114	83.6	86.7273	80.325	6.4023	-3.1273
115	83.3	79.496	80.6958	-1.19981	3.80398
116	70.9	77.8365	83.075	-5.23854	-6.93646
117	82.5	93.5205	85.4333	8.0872	-11.0205
118	81.7	88.5495	86.5875	1.96195	-6.84945
119	83.1	86.1794	87.3083	-1.12898	-3.07935
120	92.4	94.6007	88.9458	5.65484	-2.20068
121	86.9	81.1823	90.9	-9.7177	5.7177
122	110.1	85.1997	92.5375	-7.3378	24.9003
123	112.1	107.963	94.2125	13.751	4.1365
124	81.5	92.5882	95.4875	-2.89926	-11.0882
125	84.3	88.8106	97.1458	-8.3352	-4.51063
126	113.5	105.536	99.1333	6.4023	7.96437
127	100.3	99.1127	100.313	-1.19981	1.18731
128	93.2	95.4323	100.671	-5.23854	-2.2323
129	100.4	110.796	102.708	8.0872	-10.3955
130	94.4	107.862	105.9	1.96195	-13.462
131	110.2	106.734	107.863	-1.12898	3.46648
132	113	114.242	108.588	5.65484	-1.24234
133	94.6	99.0365	108.754	-9.7177	-4.43646
134	111	103.179	110.517	-7.3378	7.82114
135	160.1	126.518	112.767	13.751	33.5823
136	110.1	110.963	113.862	-2.89926	-0.863239
137	102.8	105.173	113.508	-8.3352	-2.37313
138	112.4	118.444	112.042	6.4023	-6.04397
139	105.4	110.063	111.262	-1.19981	-4.66269
140	130.4	105.249	110.488	-5.23854	25.151
141	117.2	117.341	109.254	8.0872	-0.141364
142	103.9	109.841	107.879	1.96195	-5.94112
143	92.2	105.071	106.2	-1.12898	-12.871
144	95.8	110.48	104.825	5.65484	-14.6798
145	93.1	95.0948	104.812	-9.7177	-1.9948
146	93.9	97.1997	104.538	-7.3378	-3.2997
147	147.6	117.776	104.025	13.751	29.824
148	89.6	101.922	104.821	-2.89926	-12.3216
149	83	97.8356	106.171	-8.3352	-14.8356
150	99.2	114.098	107.696	6.4023	-14.8981
151	118.3	107.813	109.012	-1.19981	10.4873
152	110.9	104.778	110.017	-5.23854	6.12187
153	124.4	118.225	110.138	8.0872	6.1753
154	115.8	113.866	111.904	1.96195	1.93388
155	112.7	114.375	115.504	-1.12898	-1.67519
156	111.9	124.572	118.917	5.65484	-12.6715
157	108.6	112.045	121.762	-9.7177	-3.4448
158	102.5	115.879	123.217	-7.3378	-13.3789
159	141.9	137.634	123.883	13.751	4.26567
160	137.7	122.497	125.396	-2.89926	15.2034
161	121.3	119.623	127.958	-8.3352	1.67687
162	142.8	136.794	130.392	6.4023	6.00603
163	143	130.363	131.562	-1.19981	12.6373
164	121.1	127.97	133.208	-5.23854	-6.8698
165	130.2	143.362	135.275	8.0872	-13.1622
166	146.3	138.291	136.329	1.96195	8.00888
167	143.7	137.075	138.204	-1.12898	6.62481
168	139.3	146.701	141.046	5.65484	-7.40068
169	109.3	132.316	142.033	-9.7177	-23.0156
170	141.3	134.321	141.658	-7.3378	6.97947
171	152.7	158.022	144.271	13.751	-5.32183
172	152.2	144.763	147.662	-2.89926	7.43676
173	151.8	141.344	149.679	-8.3352	10.456
174	180.5	157.852	151.45	6.4023	22.6477
175	129	152.017	153.217	-1.19981	-23.0169
176	126.1	147.411	152.65	-5.23854	-21.3115
177	187.9	159.712	151.625	8.0872	28.1878
178	170	153.979	152.017	1.96195	16.0214
179	168.4	149.863	150.992	-1.12898	18.5373
180	157.1	153.955	148.3	5.65484	3.14516
181	133.9	137.024	146.742	-9.7177	-3.12396
182	103.1	140.758	148.096	-7.3378	-37.658
183	166.3	162.263	148.513	13.751	4.0365
184	148	144.309	147.208	-2.89926	3.69093
185	131.4	137.79	146.125	-8.3352	-6.3898
186	136.3	151.64	145.237	6.4023	-15.3398
187	135.8	143.338	144.538	-1.19981	-7.53769
188	151.8	139.953	145.192	-5.23854	11.8469
189	172.2	153.929	145.842	8.0872	18.2711
190	154.4	147.558	145.596	1.96195	6.84221
191	158	144.817	145.946	-1.12898	13.1831
192	146.2	154.351	148.696	5.65484	-8.15068
193	128	143.586	153.304	-9.7177	-15.5865
194	124.7	149.021	156.358	-7.3378	-24.3205
195	160.3	171.484	157.733	13.751	-11.1843
196	148.1	155.613	158.512	-2.89926	-7.51324
197	139.7	149.669	158.004	-8.3352	-9.96897
198	194	166.711	160.308	6.4023	27.2894
199	188.7	162.838	164.038	-1.19981	25.8623
200	172.2	161.191	166.429	-5.23854	11.0094
201	184.8	177.179	169.092	8.0872	7.62114
202	160.5	172.179	170.217	1.96195	-11.6786
203	139.7	169.575	170.704	-1.12898	-29.8752
204	219.8	175.951	170.296	5.65484	43.8493
205	143.9	159.761	169.479	-9.7177	-15.8615
206	166.2	162.737	170.075	-7.3378	3.4628
207	182.7	NA	NA	13.751	NA
208	152.7	NA	NA	-2.89926	NA
209	146.8	NA	NA	-8.3352	NA
210	177.1	NA	NA	6.4023	NA
211	186	NA	NA	-1.19981	NA
212	189.2	NA	NA	-5.23854	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 35 & NA & NA & -9.7177 & NA \tabularnewline
2 & 36.1 & NA & NA & -7.3378 & NA \tabularnewline
3 & 40.1 & NA & NA & 13.751 & NA \tabularnewline
4 & 35.4 & NA & NA & -2.89926 & NA \tabularnewline
5 & 37.4 & NA & NA & -8.3352 & NA \tabularnewline
6 & 39.9 & NA & NA & 6.4023 & NA \tabularnewline
7 & 32 & 36.8835 & 38.0833 & -1.19981 & -4.88352 \tabularnewline
8 & 32.6 & 33.6823 & 38.9208 & -5.23854 & -1.0823 \tabularnewline
9 & 44.9 & 47.9039 & 39.8167 & 8.0872 & -3.00386 \tabularnewline
10 & 36.3 & 42.6328 & 40.6708 & 1.96195 & -6.33279 \tabularnewline
11 & 43.7 & 40.3669 & 41.4958 & -1.12898 & 3.33315 \tabularnewline
12 & 39.8 & 48.1715 & 42.5167 & 5.65484 & -8.37151 \tabularnewline
13 & 42.6 & 33.7365 & 43.4542 & -9.7177 & 8.86354 \tabularnewline
14 & 48.6 & 36.7122 & 44.05 & -7.3378 & 11.8878 \tabularnewline
15 & 49.1 & 58.201 & 44.45 & 13.751 & -9.101 \tabularnewline
16 & 46.9 & 42.2466 & 45.1458 & -2.89926 & 4.65343 \tabularnewline
17 & 45.7 & 37.5773 & 45.9125 & -8.3352 & 8.1227 \tabularnewline
18 & 56.1 & 52.6523 & 46.25 & 6.4023 & 3.4477 \tabularnewline
19 & 38.3 & 45.6002 & 46.8 & -1.19981 & -7.30019 \tabularnewline
20 & 40.6 & 42.0156 & 47.2542 & -5.23854 & -1.41563 \tabularnewline
21 & 46.5 & 55.6872 & 47.6 & 8.0872 & -9.1872 \tabularnewline
22 & 51.4 & 50.0203 & 48.0583 & 1.96195 & 1.37971 \tabularnewline
23 & 47 & 47.271 & 48.4 & -1.12898 & -0.271021 \tabularnewline
24 & 44.6 & 53.9465 & 48.2917 & 5.65484 & -9.34651 \tabularnewline
25 & 51 & 38.724 & 48.4417 & -9.7177 & 12.276 \tabularnewline
26 & 51.1 & 41.6539 & 48.9917 & -7.3378 & 9.44614 \tabularnewline
27 & 54.9 & 63.0677 & 49.3167 & 13.751 & -8.16767 \tabularnewline
28 & 52.1 & 46.6966 & 49.5958 & -2.89926 & 5.40343 \tabularnewline
29 & 48.7 & 41.5065 & 49.8417 & -8.3352 & 7.19353 \tabularnewline
30 & 50.5 & 56.3773 & 49.975 & 6.4023 & -5.8773 \tabularnewline
31 & 47.5 & 49.0585 & 50.2583 & -1.19981 & -1.55852 \tabularnewline
32 & 44.6 & 45.1323 & 50.3708 & -5.23854 & -0.532295 \tabularnewline
33 & 50.3 & 58.4705 & 50.3833 & 8.0872 & -8.17053 \tabularnewline
34 & 54.3 & 52.5953 & 50.6333 & 1.96195 & 1.70471 \tabularnewline
35 & 50 & 49.4544 & 50.5833 & -1.12898 & 0.545646 \tabularnewline
36 & 44.8 & 56.2798 & 50.625 & 5.65484 & -11.4798 \tabularnewline
37 & 57.6 & 41.2948 & 51.0125 & -9.7177 & 16.3052 \tabularnewline
38 & 47.2 & 44.2414 & 51.5792 & -7.3378 & 2.95864 \tabularnewline
39 & 59.1 & 66.3302 & 52.5792 & 13.751 & -7.23017 \tabularnewline
40 & 53.9 & 50.7257 & 53.625 & -2.89926 & 3.17426 \tabularnewline
41 & 45.7 & 45.8648 & 54.2 & -8.3352 & -0.164802 \tabularnewline
42 & 54.5 & 62.019 & 55.6167 & 6.4023 & -7.51897 \tabularnewline
43 & 52.8 & 55.3377 & 56.5375 & -1.19981 & -2.53769 \tabularnewline
44 & 52.9 & 51.624 & 56.8625 & -5.23854 & 1.27604 \tabularnewline
45 & 66 & 66.3414 & 58.2542 & 8.0872 & -0.341364 \tabularnewline
46 & 63.7 & 61.4578 & 59.4958 & 1.96195 & 2.24221 \tabularnewline
47 & 54.4 & 59.3752 & 60.5042 & -1.12898 & -4.97519 \tabularnewline
48 & 74.4 & 67.434 & 61.7792 & 5.65484 & 6.96599 \tabularnewline
49 & 50.1 & 53.474 & 63.1917 & -9.7177 & -3.37396 \tabularnewline
50 & 62.5 & 56.9372 & 64.275 & -7.3378 & 5.5628 \tabularnewline
51 & 77.2 & 78.9052 & 65.1542 & 13.751 & -1.70517 \tabularnewline
52 & 65.6 & 62.9966 & 65.8958 & -2.89926 & 2.60343 \tabularnewline
53 & 58.2 & 58.5565 & 66.8917 & -8.3352 & -0.356468 \tabularnewline
54 & 72.6 & 74.6773 & 68.275 & 6.4023 & -2.0773 \tabularnewline
55 & 68.6 & 68.6585 & 69.8583 & -1.19981 & -0.058521 \tabularnewline
56 & 63.1 & 65.4615 & 70.7 & -5.23854 & -2.36146 \tabularnewline
57 & 76.9 & 78.5414 & 70.4542 & 8.0872 & -1.64136 \tabularnewline
58 & 70.6 & 72.387 & 70.425 & 1.96195 & -1.78695 \tabularnewline
59 & 71.4 & 69.721 & 70.85 & -1.12898 & 1.67898 \tabularnewline
60 & 90.6 & 76.6798 & 71.025 & 5.65484 & 13.9202 \tabularnewline
61 & 71.9 & 60.974 & 70.6917 & -9.7177 & 10.926 \tabularnewline
62 & 60.9 & 63.083 & 70.4208 & -7.3378 & -2.18303 \tabularnewline
63 & 72.9 & 84.3802 & 70.6292 & 13.751 & -11.4802 \tabularnewline
64 & 69.2 & 68.2674 & 71.1667 & -2.89926 & 0.932594 \tabularnewline
65 & 64.8 & 63.1148 & 71.45 & -8.3352 & 1.6852 \tabularnewline
66 & 70.2 & 77.0106 & 70.6083 & 6.4023 & -6.81063 \tabularnewline
67 & 63 & 68.5419 & 69.7417 & -1.19981 & -5.54185 \tabularnewline
68 & 62.2 & 65.0156 & 70.2542 & -5.23854 & -2.81563 \tabularnewline
69 & 82.8 & 79.5122 & 71.425 & 8.0872 & 3.2878 \tabularnewline
70 & 77.6 & 73.9745 & 72.0125 & 1.96195 & 3.62555 \tabularnewline
71 & 71.2 & 70.9835 & 72.1125 & -1.12898 & 0.216479 \tabularnewline
72 & 70.6 & 78.134 & 72.4792 & 5.65484 & -7.53401 \tabularnewline
73 & 71.1 & 62.9781 & 72.6958 & -9.7177 & 8.12187 \tabularnewline
74 & 74 & 65.5122 & 72.85 & -7.3378 & 8.4878 \tabularnewline
75 & 87.9 & 86.7052 & 72.9542 & 13.751 & 1.19483 \tabularnewline
76 & 68.3 & 70.2591 & 73.1583 & -2.89926 & -1.95907 \tabularnewline
77 & 68.1 & 65.4565 & 73.7917 & -8.3352 & 2.64353 \tabularnewline
78 & 75.7 & 80.9856 & 74.5833 & 6.4023 & -5.28563 \tabularnewline
79 & 62.7 & 73.6502 & 74.85 & -1.19981 & -10.9502 \tabularnewline
80 & 66.2 & 68.949 & 74.1875 & -5.23854 & -2.74896 \tabularnewline
81 & 81.3 & 81.3247 & 73.2375 & 8.0872 & -0.0246975 \tabularnewline
82 & 84 & 74.6411 & 72.6792 & 1.96195 & 9.35888 \tabularnewline
83 & 80 & 71.4627 & 72.5917 & -1.12898 & 8.53731 \tabularnewline
84 & 80.8 & 78.534 & 72.8792 & 5.65484 & 2.26599 \tabularnewline
85 & 67.3 & 64.2031 & 73.9208 & -9.7177 & 3.09687 \tabularnewline
86 & 61.9 & 67.558 & 74.8958 & -7.3378 & -5.65803 \tabularnewline
87 & 77.2 & 88.4218 & 74.6708 & 13.751 & -11.2218 \tabularnewline
88 & 65.6 & 70.8466 & 73.7458 & -2.89926 & -5.24657 \tabularnewline
89 & 68.7 & 64.5565 & 72.8917 & -8.3352 & 4.14353 \tabularnewline
90 & 82 & 78.7606 & 72.3583 & 6.4023 & 3.23937 \tabularnewline
91 & 81.4 & 71.321 & 72.5208 & -1.19981 & 10.079 \tabularnewline
92 & 70.9 & 68.099 & 73.3375 & -5.23854 & 2.80104 \tabularnewline
93 & 71.2 & 82.0205 & 73.9333 & 8.0872 & -10.8205 \tabularnewline
94 & 71.9 & 76.3703 & 74.4083 & 1.96195 & -4.47029 \tabularnewline
95 & 71.6 & 73.6627 & 74.7917 & -1.12898 & -2.06269 \tabularnewline
96 & 76.4 & 80.4798 & 74.825 & 5.65484 & -4.07984 \tabularnewline
97 & 75.6 & 65.1656 & 74.8833 & -9.7177 & 10.4344 \tabularnewline
98 & 73.2 & 67.3372 & 74.675 & -7.3378 & 5.8628 \tabularnewline
99 & 80.2 & 89.051 & 75.3 & 13.751 & -8.851 \tabularnewline
100 & 74 & 73.7132 & 76.6125 & -2.89926 & 0.286761 \tabularnewline
101 & 69.5 & 68.9815 & 77.3167 & -8.3352 & 0.518532 \tabularnewline
102 & 82 & 85.144 & 78.7417 & 6.4023 & -3.14397 \tabularnewline
103 & 82.8 & 78.3085 & 79.5083 & -1.19981 & 4.49148 \tabularnewline
104 & 64.5 & 73.899 & 79.1375 & -5.23854 & -9.39896 \tabularnewline
105 & 92.6 & 87.733 & 79.6458 & 8.0872 & 4.86697 \tabularnewline
106 & 82 & 82.0953 & 80.1333 & 1.96195 & -0.0952857 \tabularnewline
107 & 78.4 & 79.2127 & 80.3417 & -1.12898 & -0.812688 \tabularnewline
108 & 103.8 & 86.2882 & 80.6333 & 5.65484 & 17.5118 \tabularnewline
109 & 66.6 & 71.0031 & 80.7208 & -9.7177 & -4.40313 \tabularnewline
110 & 73.3 & 73.6705 & 81.0083 & -7.3378 & -0.370531 \tabularnewline
111 & 92.3 & 94.6052 & 80.8542 & 13.751 & -2.30517 \tabularnewline
112 & 73.6 & 77.5216 & 80.4208 & -2.89926 & -3.92157 \tabularnewline
113 & 74.9 & 72.269 & 80.6042 & -8.3352 & 2.63103 \tabularnewline
114 & 83.6 & 86.7273 & 80.325 & 6.4023 & -3.1273 \tabularnewline
115 & 83.3 & 79.496 & 80.6958 & -1.19981 & 3.80398 \tabularnewline
116 & 70.9 & 77.8365 & 83.075 & -5.23854 & -6.93646 \tabularnewline
117 & 82.5 & 93.5205 & 85.4333 & 8.0872 & -11.0205 \tabularnewline
118 & 81.7 & 88.5495 & 86.5875 & 1.96195 & -6.84945 \tabularnewline
119 & 83.1 & 86.1794 & 87.3083 & -1.12898 & -3.07935 \tabularnewline
120 & 92.4 & 94.6007 & 88.9458 & 5.65484 & -2.20068 \tabularnewline
121 & 86.9 & 81.1823 & 90.9 & -9.7177 & 5.7177 \tabularnewline
122 & 110.1 & 85.1997 & 92.5375 & -7.3378 & 24.9003 \tabularnewline
123 & 112.1 & 107.963 & 94.2125 & 13.751 & 4.1365 \tabularnewline
124 & 81.5 & 92.5882 & 95.4875 & -2.89926 & -11.0882 \tabularnewline
125 & 84.3 & 88.8106 & 97.1458 & -8.3352 & -4.51063 \tabularnewline
126 & 113.5 & 105.536 & 99.1333 & 6.4023 & 7.96437 \tabularnewline
127 & 100.3 & 99.1127 & 100.313 & -1.19981 & 1.18731 \tabularnewline
128 & 93.2 & 95.4323 & 100.671 & -5.23854 & -2.2323 \tabularnewline
129 & 100.4 & 110.796 & 102.708 & 8.0872 & -10.3955 \tabularnewline
130 & 94.4 & 107.862 & 105.9 & 1.96195 & -13.462 \tabularnewline
131 & 110.2 & 106.734 & 107.863 & -1.12898 & 3.46648 \tabularnewline
132 & 113 & 114.242 & 108.588 & 5.65484 & -1.24234 \tabularnewline
133 & 94.6 & 99.0365 & 108.754 & -9.7177 & -4.43646 \tabularnewline
134 & 111 & 103.179 & 110.517 & -7.3378 & 7.82114 \tabularnewline
135 & 160.1 & 126.518 & 112.767 & 13.751 & 33.5823 \tabularnewline
136 & 110.1 & 110.963 & 113.862 & -2.89926 & -0.863239 \tabularnewline
137 & 102.8 & 105.173 & 113.508 & -8.3352 & -2.37313 \tabularnewline
138 & 112.4 & 118.444 & 112.042 & 6.4023 & -6.04397 \tabularnewline
139 & 105.4 & 110.063 & 111.262 & -1.19981 & -4.66269 \tabularnewline
140 & 130.4 & 105.249 & 110.488 & -5.23854 & 25.151 \tabularnewline
141 & 117.2 & 117.341 & 109.254 & 8.0872 & -0.141364 \tabularnewline
142 & 103.9 & 109.841 & 107.879 & 1.96195 & -5.94112 \tabularnewline
143 & 92.2 & 105.071 & 106.2 & -1.12898 & -12.871 \tabularnewline
144 & 95.8 & 110.48 & 104.825 & 5.65484 & -14.6798 \tabularnewline
145 & 93.1 & 95.0948 & 104.812 & -9.7177 & -1.9948 \tabularnewline
146 & 93.9 & 97.1997 & 104.538 & -7.3378 & -3.2997 \tabularnewline
147 & 147.6 & 117.776 & 104.025 & 13.751 & 29.824 \tabularnewline
148 & 89.6 & 101.922 & 104.821 & -2.89926 & -12.3216 \tabularnewline
149 & 83 & 97.8356 & 106.171 & -8.3352 & -14.8356 \tabularnewline
150 & 99.2 & 114.098 & 107.696 & 6.4023 & -14.8981 \tabularnewline
151 & 118.3 & 107.813 & 109.012 & -1.19981 & 10.4873 \tabularnewline
152 & 110.9 & 104.778 & 110.017 & -5.23854 & 6.12187 \tabularnewline
153 & 124.4 & 118.225 & 110.138 & 8.0872 & 6.1753 \tabularnewline
154 & 115.8 & 113.866 & 111.904 & 1.96195 & 1.93388 \tabularnewline
155 & 112.7 & 114.375 & 115.504 & -1.12898 & -1.67519 \tabularnewline
156 & 111.9 & 124.572 & 118.917 & 5.65484 & -12.6715 \tabularnewline
157 & 108.6 & 112.045 & 121.762 & -9.7177 & -3.4448 \tabularnewline
158 & 102.5 & 115.879 & 123.217 & -7.3378 & -13.3789 \tabularnewline
159 & 141.9 & 137.634 & 123.883 & 13.751 & 4.26567 \tabularnewline
160 & 137.7 & 122.497 & 125.396 & -2.89926 & 15.2034 \tabularnewline
161 & 121.3 & 119.623 & 127.958 & -8.3352 & 1.67687 \tabularnewline
162 & 142.8 & 136.794 & 130.392 & 6.4023 & 6.00603 \tabularnewline
163 & 143 & 130.363 & 131.562 & -1.19981 & 12.6373 \tabularnewline
164 & 121.1 & 127.97 & 133.208 & -5.23854 & -6.8698 \tabularnewline
165 & 130.2 & 143.362 & 135.275 & 8.0872 & -13.1622 \tabularnewline
166 & 146.3 & 138.291 & 136.329 & 1.96195 & 8.00888 \tabularnewline
167 & 143.7 & 137.075 & 138.204 & -1.12898 & 6.62481 \tabularnewline
168 & 139.3 & 146.701 & 141.046 & 5.65484 & -7.40068 \tabularnewline
169 & 109.3 & 132.316 & 142.033 & -9.7177 & -23.0156 \tabularnewline
170 & 141.3 & 134.321 & 141.658 & -7.3378 & 6.97947 \tabularnewline
171 & 152.7 & 158.022 & 144.271 & 13.751 & -5.32183 \tabularnewline
172 & 152.2 & 144.763 & 147.662 & -2.89926 & 7.43676 \tabularnewline
173 & 151.8 & 141.344 & 149.679 & -8.3352 & 10.456 \tabularnewline
174 & 180.5 & 157.852 & 151.45 & 6.4023 & 22.6477 \tabularnewline
175 & 129 & 152.017 & 153.217 & -1.19981 & -23.0169 \tabularnewline
176 & 126.1 & 147.411 & 152.65 & -5.23854 & -21.3115 \tabularnewline
177 & 187.9 & 159.712 & 151.625 & 8.0872 & 28.1878 \tabularnewline
178 & 170 & 153.979 & 152.017 & 1.96195 & 16.0214 \tabularnewline
179 & 168.4 & 149.863 & 150.992 & -1.12898 & 18.5373 \tabularnewline
180 & 157.1 & 153.955 & 148.3 & 5.65484 & 3.14516 \tabularnewline
181 & 133.9 & 137.024 & 146.742 & -9.7177 & -3.12396 \tabularnewline
182 & 103.1 & 140.758 & 148.096 & -7.3378 & -37.658 \tabularnewline
183 & 166.3 & 162.263 & 148.513 & 13.751 & 4.0365 \tabularnewline
184 & 148 & 144.309 & 147.208 & -2.89926 & 3.69093 \tabularnewline
185 & 131.4 & 137.79 & 146.125 & -8.3352 & -6.3898 \tabularnewline
186 & 136.3 & 151.64 & 145.237 & 6.4023 & -15.3398 \tabularnewline
187 & 135.8 & 143.338 & 144.538 & -1.19981 & -7.53769 \tabularnewline
188 & 151.8 & 139.953 & 145.192 & -5.23854 & 11.8469 \tabularnewline
189 & 172.2 & 153.929 & 145.842 & 8.0872 & 18.2711 \tabularnewline
190 & 154.4 & 147.558 & 145.596 & 1.96195 & 6.84221 \tabularnewline
191 & 158 & 144.817 & 145.946 & -1.12898 & 13.1831 \tabularnewline
192 & 146.2 & 154.351 & 148.696 & 5.65484 & -8.15068 \tabularnewline
193 & 128 & 143.586 & 153.304 & -9.7177 & -15.5865 \tabularnewline
194 & 124.7 & 149.021 & 156.358 & -7.3378 & -24.3205 \tabularnewline
195 & 160.3 & 171.484 & 157.733 & 13.751 & -11.1843 \tabularnewline
196 & 148.1 & 155.613 & 158.512 & -2.89926 & -7.51324 \tabularnewline
197 & 139.7 & 149.669 & 158.004 & -8.3352 & -9.96897 \tabularnewline
198 & 194 & 166.711 & 160.308 & 6.4023 & 27.2894 \tabularnewline
199 & 188.7 & 162.838 & 164.038 & -1.19981 & 25.8623 \tabularnewline
200 & 172.2 & 161.191 & 166.429 & -5.23854 & 11.0094 \tabularnewline
201 & 184.8 & 177.179 & 169.092 & 8.0872 & 7.62114 \tabularnewline
202 & 160.5 & 172.179 & 170.217 & 1.96195 & -11.6786 \tabularnewline
203 & 139.7 & 169.575 & 170.704 & -1.12898 & -29.8752 \tabularnewline
204 & 219.8 & 175.951 & 170.296 & 5.65484 & 43.8493 \tabularnewline
205 & 143.9 & 159.761 & 169.479 & -9.7177 & -15.8615 \tabularnewline
206 & 166.2 & 162.737 & 170.075 & -7.3378 & 3.4628 \tabularnewline
207 & 182.7 & NA & NA & 13.751 & NA \tabularnewline
208 & 152.7 & NA & NA & -2.89926 & NA \tabularnewline
209 & 146.8 & NA & NA & -8.3352 & NA \tabularnewline
210 & 177.1 & NA & NA & 6.4023 & NA \tabularnewline
211 & 186 & NA & NA & -1.19981 & NA \tabularnewline
212 & 189.2 & NA & NA & -5.23854 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=308504&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]35[/C][C]NA[/C][C]NA[/C][C]-9.7177[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]36.1[/C][C]NA[/C][C]NA[/C][C]-7.3378[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]40.1[/C][C]NA[/C][C]NA[/C][C]13.751[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]35.4[/C][C]NA[/C][C]NA[/C][C]-2.89926[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]37.4[/C][C]NA[/C][C]NA[/C][C]-8.3352[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]39.9[/C][C]NA[/C][C]NA[/C][C]6.4023[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]32[/C][C]36.8835[/C][C]38.0833[/C][C]-1.19981[/C][C]-4.88352[/C][/ROW]
[ROW][C]8[/C][C]32.6[/C][C]33.6823[/C][C]38.9208[/C][C]-5.23854[/C][C]-1.0823[/C][/ROW]
[ROW][C]9[/C][C]44.9[/C][C]47.9039[/C][C]39.8167[/C][C]8.0872[/C][C]-3.00386[/C][/ROW]
[ROW][C]10[/C][C]36.3[/C][C]42.6328[/C][C]40.6708[/C][C]1.96195[/C][C]-6.33279[/C][/ROW]
[ROW][C]11[/C][C]43.7[/C][C]40.3669[/C][C]41.4958[/C][C]-1.12898[/C][C]3.33315[/C][/ROW]
[ROW][C]12[/C][C]39.8[/C][C]48.1715[/C][C]42.5167[/C][C]5.65484[/C][C]-8.37151[/C][/ROW]
[ROW][C]13[/C][C]42.6[/C][C]33.7365[/C][C]43.4542[/C][C]-9.7177[/C][C]8.86354[/C][/ROW]
[ROW][C]14[/C][C]48.6[/C][C]36.7122[/C][C]44.05[/C][C]-7.3378[/C][C]11.8878[/C][/ROW]
[ROW][C]15[/C][C]49.1[/C][C]58.201[/C][C]44.45[/C][C]13.751[/C][C]-9.101[/C][/ROW]
[ROW][C]16[/C][C]46.9[/C][C]42.2466[/C][C]45.1458[/C][C]-2.89926[/C][C]4.65343[/C][/ROW]
[ROW][C]17[/C][C]45.7[/C][C]37.5773[/C][C]45.9125[/C][C]-8.3352[/C][C]8.1227[/C][/ROW]
[ROW][C]18[/C][C]56.1[/C][C]52.6523[/C][C]46.25[/C][C]6.4023[/C][C]3.4477[/C][/ROW]
[ROW][C]19[/C][C]38.3[/C][C]45.6002[/C][C]46.8[/C][C]-1.19981[/C][C]-7.30019[/C][/ROW]
[ROW][C]20[/C][C]40.6[/C][C]42.0156[/C][C]47.2542[/C][C]-5.23854[/C][C]-1.41563[/C][/ROW]
[ROW][C]21[/C][C]46.5[/C][C]55.6872[/C][C]47.6[/C][C]8.0872[/C][C]-9.1872[/C][/ROW]
[ROW][C]22[/C][C]51.4[/C][C]50.0203[/C][C]48.0583[/C][C]1.96195[/C][C]1.37971[/C][/ROW]
[ROW][C]23[/C][C]47[/C][C]47.271[/C][C]48.4[/C][C]-1.12898[/C][C]-0.271021[/C][/ROW]
[ROW][C]24[/C][C]44.6[/C][C]53.9465[/C][C]48.2917[/C][C]5.65484[/C][C]-9.34651[/C][/ROW]
[ROW][C]25[/C][C]51[/C][C]38.724[/C][C]48.4417[/C][C]-9.7177[/C][C]12.276[/C][/ROW]
[ROW][C]26[/C][C]51.1[/C][C]41.6539[/C][C]48.9917[/C][C]-7.3378[/C][C]9.44614[/C][/ROW]
[ROW][C]27[/C][C]54.9[/C][C]63.0677[/C][C]49.3167[/C][C]13.751[/C][C]-8.16767[/C][/ROW]
[ROW][C]28[/C][C]52.1[/C][C]46.6966[/C][C]49.5958[/C][C]-2.89926[/C][C]5.40343[/C][/ROW]
[ROW][C]29[/C][C]48.7[/C][C]41.5065[/C][C]49.8417[/C][C]-8.3352[/C][C]7.19353[/C][/ROW]
[ROW][C]30[/C][C]50.5[/C][C]56.3773[/C][C]49.975[/C][C]6.4023[/C][C]-5.8773[/C][/ROW]
[ROW][C]31[/C][C]47.5[/C][C]49.0585[/C][C]50.2583[/C][C]-1.19981[/C][C]-1.55852[/C][/ROW]
[ROW][C]32[/C][C]44.6[/C][C]45.1323[/C][C]50.3708[/C][C]-5.23854[/C][C]-0.532295[/C][/ROW]
[ROW][C]33[/C][C]50.3[/C][C]58.4705[/C][C]50.3833[/C][C]8.0872[/C][C]-8.17053[/C][/ROW]
[ROW][C]34[/C][C]54.3[/C][C]52.5953[/C][C]50.6333[/C][C]1.96195[/C][C]1.70471[/C][/ROW]
[ROW][C]35[/C][C]50[/C][C]49.4544[/C][C]50.5833[/C][C]-1.12898[/C][C]0.545646[/C][/ROW]
[ROW][C]36[/C][C]44.8[/C][C]56.2798[/C][C]50.625[/C][C]5.65484[/C][C]-11.4798[/C][/ROW]
[ROW][C]37[/C][C]57.6[/C][C]41.2948[/C][C]51.0125[/C][C]-9.7177[/C][C]16.3052[/C][/ROW]
[ROW][C]38[/C][C]47.2[/C][C]44.2414[/C][C]51.5792[/C][C]-7.3378[/C][C]2.95864[/C][/ROW]
[ROW][C]39[/C][C]59.1[/C][C]66.3302[/C][C]52.5792[/C][C]13.751[/C][C]-7.23017[/C][/ROW]
[ROW][C]40[/C][C]53.9[/C][C]50.7257[/C][C]53.625[/C][C]-2.89926[/C][C]3.17426[/C][/ROW]
[ROW][C]41[/C][C]45.7[/C][C]45.8648[/C][C]54.2[/C][C]-8.3352[/C][C]-0.164802[/C][/ROW]
[ROW][C]42[/C][C]54.5[/C][C]62.019[/C][C]55.6167[/C][C]6.4023[/C][C]-7.51897[/C][/ROW]
[ROW][C]43[/C][C]52.8[/C][C]55.3377[/C][C]56.5375[/C][C]-1.19981[/C][C]-2.53769[/C][/ROW]
[ROW][C]44[/C][C]52.9[/C][C]51.624[/C][C]56.8625[/C][C]-5.23854[/C][C]1.27604[/C][/ROW]
[ROW][C]45[/C][C]66[/C][C]66.3414[/C][C]58.2542[/C][C]8.0872[/C][C]-0.341364[/C][/ROW]
[ROW][C]46[/C][C]63.7[/C][C]61.4578[/C][C]59.4958[/C][C]1.96195[/C][C]2.24221[/C][/ROW]
[ROW][C]47[/C][C]54.4[/C][C]59.3752[/C][C]60.5042[/C][C]-1.12898[/C][C]-4.97519[/C][/ROW]
[ROW][C]48[/C][C]74.4[/C][C]67.434[/C][C]61.7792[/C][C]5.65484[/C][C]6.96599[/C][/ROW]
[ROW][C]49[/C][C]50.1[/C][C]53.474[/C][C]63.1917[/C][C]-9.7177[/C][C]-3.37396[/C][/ROW]
[ROW][C]50[/C][C]62.5[/C][C]56.9372[/C][C]64.275[/C][C]-7.3378[/C][C]5.5628[/C][/ROW]
[ROW][C]51[/C][C]77.2[/C][C]78.9052[/C][C]65.1542[/C][C]13.751[/C][C]-1.70517[/C][/ROW]
[ROW][C]52[/C][C]65.6[/C][C]62.9966[/C][C]65.8958[/C][C]-2.89926[/C][C]2.60343[/C][/ROW]
[ROW][C]53[/C][C]58.2[/C][C]58.5565[/C][C]66.8917[/C][C]-8.3352[/C][C]-0.356468[/C][/ROW]
[ROW][C]54[/C][C]72.6[/C][C]74.6773[/C][C]68.275[/C][C]6.4023[/C][C]-2.0773[/C][/ROW]
[ROW][C]55[/C][C]68.6[/C][C]68.6585[/C][C]69.8583[/C][C]-1.19981[/C][C]-0.058521[/C][/ROW]
[ROW][C]56[/C][C]63.1[/C][C]65.4615[/C][C]70.7[/C][C]-5.23854[/C][C]-2.36146[/C][/ROW]
[ROW][C]57[/C][C]76.9[/C][C]78.5414[/C][C]70.4542[/C][C]8.0872[/C][C]-1.64136[/C][/ROW]
[ROW][C]58[/C][C]70.6[/C][C]72.387[/C][C]70.425[/C][C]1.96195[/C][C]-1.78695[/C][/ROW]
[ROW][C]59[/C][C]71.4[/C][C]69.721[/C][C]70.85[/C][C]-1.12898[/C][C]1.67898[/C][/ROW]
[ROW][C]60[/C][C]90.6[/C][C]76.6798[/C][C]71.025[/C][C]5.65484[/C][C]13.9202[/C][/ROW]
[ROW][C]61[/C][C]71.9[/C][C]60.974[/C][C]70.6917[/C][C]-9.7177[/C][C]10.926[/C][/ROW]
[ROW][C]62[/C][C]60.9[/C][C]63.083[/C][C]70.4208[/C][C]-7.3378[/C][C]-2.18303[/C][/ROW]
[ROW][C]63[/C][C]72.9[/C][C]84.3802[/C][C]70.6292[/C][C]13.751[/C][C]-11.4802[/C][/ROW]
[ROW][C]64[/C][C]69.2[/C][C]68.2674[/C][C]71.1667[/C][C]-2.89926[/C][C]0.932594[/C][/ROW]
[ROW][C]65[/C][C]64.8[/C][C]63.1148[/C][C]71.45[/C][C]-8.3352[/C][C]1.6852[/C][/ROW]
[ROW][C]66[/C][C]70.2[/C][C]77.0106[/C][C]70.6083[/C][C]6.4023[/C][C]-6.81063[/C][/ROW]
[ROW][C]67[/C][C]63[/C][C]68.5419[/C][C]69.7417[/C][C]-1.19981[/C][C]-5.54185[/C][/ROW]
[ROW][C]68[/C][C]62.2[/C][C]65.0156[/C][C]70.2542[/C][C]-5.23854[/C][C]-2.81563[/C][/ROW]
[ROW][C]69[/C][C]82.8[/C][C]79.5122[/C][C]71.425[/C][C]8.0872[/C][C]3.2878[/C][/ROW]
[ROW][C]70[/C][C]77.6[/C][C]73.9745[/C][C]72.0125[/C][C]1.96195[/C][C]3.62555[/C][/ROW]
[ROW][C]71[/C][C]71.2[/C][C]70.9835[/C][C]72.1125[/C][C]-1.12898[/C][C]0.216479[/C][/ROW]
[ROW][C]72[/C][C]70.6[/C][C]78.134[/C][C]72.4792[/C][C]5.65484[/C][C]-7.53401[/C][/ROW]
[ROW][C]73[/C][C]71.1[/C][C]62.9781[/C][C]72.6958[/C][C]-9.7177[/C][C]8.12187[/C][/ROW]
[ROW][C]74[/C][C]74[/C][C]65.5122[/C][C]72.85[/C][C]-7.3378[/C][C]8.4878[/C][/ROW]
[ROW][C]75[/C][C]87.9[/C][C]86.7052[/C][C]72.9542[/C][C]13.751[/C][C]1.19483[/C][/ROW]
[ROW][C]76[/C][C]68.3[/C][C]70.2591[/C][C]73.1583[/C][C]-2.89926[/C][C]-1.95907[/C][/ROW]
[ROW][C]77[/C][C]68.1[/C][C]65.4565[/C][C]73.7917[/C][C]-8.3352[/C][C]2.64353[/C][/ROW]
[ROW][C]78[/C][C]75.7[/C][C]80.9856[/C][C]74.5833[/C][C]6.4023[/C][C]-5.28563[/C][/ROW]
[ROW][C]79[/C][C]62.7[/C][C]73.6502[/C][C]74.85[/C][C]-1.19981[/C][C]-10.9502[/C][/ROW]
[ROW][C]80[/C][C]66.2[/C][C]68.949[/C][C]74.1875[/C][C]-5.23854[/C][C]-2.74896[/C][/ROW]
[ROW][C]81[/C][C]81.3[/C][C]81.3247[/C][C]73.2375[/C][C]8.0872[/C][C]-0.0246975[/C][/ROW]
[ROW][C]82[/C][C]84[/C][C]74.6411[/C][C]72.6792[/C][C]1.96195[/C][C]9.35888[/C][/ROW]
[ROW][C]83[/C][C]80[/C][C]71.4627[/C][C]72.5917[/C][C]-1.12898[/C][C]8.53731[/C][/ROW]
[ROW][C]84[/C][C]80.8[/C][C]78.534[/C][C]72.8792[/C][C]5.65484[/C][C]2.26599[/C][/ROW]
[ROW][C]85[/C][C]67.3[/C][C]64.2031[/C][C]73.9208[/C][C]-9.7177[/C][C]3.09687[/C][/ROW]
[ROW][C]86[/C][C]61.9[/C][C]67.558[/C][C]74.8958[/C][C]-7.3378[/C][C]-5.65803[/C][/ROW]
[ROW][C]87[/C][C]77.2[/C][C]88.4218[/C][C]74.6708[/C][C]13.751[/C][C]-11.2218[/C][/ROW]
[ROW][C]88[/C][C]65.6[/C][C]70.8466[/C][C]73.7458[/C][C]-2.89926[/C][C]-5.24657[/C][/ROW]
[ROW][C]89[/C][C]68.7[/C][C]64.5565[/C][C]72.8917[/C][C]-8.3352[/C][C]4.14353[/C][/ROW]
[ROW][C]90[/C][C]82[/C][C]78.7606[/C][C]72.3583[/C][C]6.4023[/C][C]3.23937[/C][/ROW]
[ROW][C]91[/C][C]81.4[/C][C]71.321[/C][C]72.5208[/C][C]-1.19981[/C][C]10.079[/C][/ROW]
[ROW][C]92[/C][C]70.9[/C][C]68.099[/C][C]73.3375[/C][C]-5.23854[/C][C]2.80104[/C][/ROW]
[ROW][C]93[/C][C]71.2[/C][C]82.0205[/C][C]73.9333[/C][C]8.0872[/C][C]-10.8205[/C][/ROW]
[ROW][C]94[/C][C]71.9[/C][C]76.3703[/C][C]74.4083[/C][C]1.96195[/C][C]-4.47029[/C][/ROW]
[ROW][C]95[/C][C]71.6[/C][C]73.6627[/C][C]74.7917[/C][C]-1.12898[/C][C]-2.06269[/C][/ROW]
[ROW][C]96[/C][C]76.4[/C][C]80.4798[/C][C]74.825[/C][C]5.65484[/C][C]-4.07984[/C][/ROW]
[ROW][C]97[/C][C]75.6[/C][C]65.1656[/C][C]74.8833[/C][C]-9.7177[/C][C]10.4344[/C][/ROW]
[ROW][C]98[/C][C]73.2[/C][C]67.3372[/C][C]74.675[/C][C]-7.3378[/C][C]5.8628[/C][/ROW]
[ROW][C]99[/C][C]80.2[/C][C]89.051[/C][C]75.3[/C][C]13.751[/C][C]-8.851[/C][/ROW]
[ROW][C]100[/C][C]74[/C][C]73.7132[/C][C]76.6125[/C][C]-2.89926[/C][C]0.286761[/C][/ROW]
[ROW][C]101[/C][C]69.5[/C][C]68.9815[/C][C]77.3167[/C][C]-8.3352[/C][C]0.518532[/C][/ROW]
[ROW][C]102[/C][C]82[/C][C]85.144[/C][C]78.7417[/C][C]6.4023[/C][C]-3.14397[/C][/ROW]
[ROW][C]103[/C][C]82.8[/C][C]78.3085[/C][C]79.5083[/C][C]-1.19981[/C][C]4.49148[/C][/ROW]
[ROW][C]104[/C][C]64.5[/C][C]73.899[/C][C]79.1375[/C][C]-5.23854[/C][C]-9.39896[/C][/ROW]
[ROW][C]105[/C][C]92.6[/C][C]87.733[/C][C]79.6458[/C][C]8.0872[/C][C]4.86697[/C][/ROW]
[ROW][C]106[/C][C]82[/C][C]82.0953[/C][C]80.1333[/C][C]1.96195[/C][C]-0.0952857[/C][/ROW]
[ROW][C]107[/C][C]78.4[/C][C]79.2127[/C][C]80.3417[/C][C]-1.12898[/C][C]-0.812688[/C][/ROW]
[ROW][C]108[/C][C]103.8[/C][C]86.2882[/C][C]80.6333[/C][C]5.65484[/C][C]17.5118[/C][/ROW]
[ROW][C]109[/C][C]66.6[/C][C]71.0031[/C][C]80.7208[/C][C]-9.7177[/C][C]-4.40313[/C][/ROW]
[ROW][C]110[/C][C]73.3[/C][C]73.6705[/C][C]81.0083[/C][C]-7.3378[/C][C]-0.370531[/C][/ROW]
[ROW][C]111[/C][C]92.3[/C][C]94.6052[/C][C]80.8542[/C][C]13.751[/C][C]-2.30517[/C][/ROW]
[ROW][C]112[/C][C]73.6[/C][C]77.5216[/C][C]80.4208[/C][C]-2.89926[/C][C]-3.92157[/C][/ROW]
[ROW][C]113[/C][C]74.9[/C][C]72.269[/C][C]80.6042[/C][C]-8.3352[/C][C]2.63103[/C][/ROW]
[ROW][C]114[/C][C]83.6[/C][C]86.7273[/C][C]80.325[/C][C]6.4023[/C][C]-3.1273[/C][/ROW]
[ROW][C]115[/C][C]83.3[/C][C]79.496[/C][C]80.6958[/C][C]-1.19981[/C][C]3.80398[/C][/ROW]
[ROW][C]116[/C][C]70.9[/C][C]77.8365[/C][C]83.075[/C][C]-5.23854[/C][C]-6.93646[/C][/ROW]
[ROW][C]117[/C][C]82.5[/C][C]93.5205[/C][C]85.4333[/C][C]8.0872[/C][C]-11.0205[/C][/ROW]
[ROW][C]118[/C][C]81.7[/C][C]88.5495[/C][C]86.5875[/C][C]1.96195[/C][C]-6.84945[/C][/ROW]
[ROW][C]119[/C][C]83.1[/C][C]86.1794[/C][C]87.3083[/C][C]-1.12898[/C][C]-3.07935[/C][/ROW]
[ROW][C]120[/C][C]92.4[/C][C]94.6007[/C][C]88.9458[/C][C]5.65484[/C][C]-2.20068[/C][/ROW]
[ROW][C]121[/C][C]86.9[/C][C]81.1823[/C][C]90.9[/C][C]-9.7177[/C][C]5.7177[/C][/ROW]
[ROW][C]122[/C][C]110.1[/C][C]85.1997[/C][C]92.5375[/C][C]-7.3378[/C][C]24.9003[/C][/ROW]
[ROW][C]123[/C][C]112.1[/C][C]107.963[/C][C]94.2125[/C][C]13.751[/C][C]4.1365[/C][/ROW]
[ROW][C]124[/C][C]81.5[/C][C]92.5882[/C][C]95.4875[/C][C]-2.89926[/C][C]-11.0882[/C][/ROW]
[ROW][C]125[/C][C]84.3[/C][C]88.8106[/C][C]97.1458[/C][C]-8.3352[/C][C]-4.51063[/C][/ROW]
[ROW][C]126[/C][C]113.5[/C][C]105.536[/C][C]99.1333[/C][C]6.4023[/C][C]7.96437[/C][/ROW]
[ROW][C]127[/C][C]100.3[/C][C]99.1127[/C][C]100.313[/C][C]-1.19981[/C][C]1.18731[/C][/ROW]
[ROW][C]128[/C][C]93.2[/C][C]95.4323[/C][C]100.671[/C][C]-5.23854[/C][C]-2.2323[/C][/ROW]
[ROW][C]129[/C][C]100.4[/C][C]110.796[/C][C]102.708[/C][C]8.0872[/C][C]-10.3955[/C][/ROW]
[ROW][C]130[/C][C]94.4[/C][C]107.862[/C][C]105.9[/C][C]1.96195[/C][C]-13.462[/C][/ROW]
[ROW][C]131[/C][C]110.2[/C][C]106.734[/C][C]107.863[/C][C]-1.12898[/C][C]3.46648[/C][/ROW]
[ROW][C]132[/C][C]113[/C][C]114.242[/C][C]108.588[/C][C]5.65484[/C][C]-1.24234[/C][/ROW]
[ROW][C]133[/C][C]94.6[/C][C]99.0365[/C][C]108.754[/C][C]-9.7177[/C][C]-4.43646[/C][/ROW]
[ROW][C]134[/C][C]111[/C][C]103.179[/C][C]110.517[/C][C]-7.3378[/C][C]7.82114[/C][/ROW]
[ROW][C]135[/C][C]160.1[/C][C]126.518[/C][C]112.767[/C][C]13.751[/C][C]33.5823[/C][/ROW]
[ROW][C]136[/C][C]110.1[/C][C]110.963[/C][C]113.862[/C][C]-2.89926[/C][C]-0.863239[/C][/ROW]
[ROW][C]137[/C][C]102.8[/C][C]105.173[/C][C]113.508[/C][C]-8.3352[/C][C]-2.37313[/C][/ROW]
[ROW][C]138[/C][C]112.4[/C][C]118.444[/C][C]112.042[/C][C]6.4023[/C][C]-6.04397[/C][/ROW]
[ROW][C]139[/C][C]105.4[/C][C]110.063[/C][C]111.262[/C][C]-1.19981[/C][C]-4.66269[/C][/ROW]
[ROW][C]140[/C][C]130.4[/C][C]105.249[/C][C]110.488[/C][C]-5.23854[/C][C]25.151[/C][/ROW]
[ROW][C]141[/C][C]117.2[/C][C]117.341[/C][C]109.254[/C][C]8.0872[/C][C]-0.141364[/C][/ROW]
[ROW][C]142[/C][C]103.9[/C][C]109.841[/C][C]107.879[/C][C]1.96195[/C][C]-5.94112[/C][/ROW]
[ROW][C]143[/C][C]92.2[/C][C]105.071[/C][C]106.2[/C][C]-1.12898[/C][C]-12.871[/C][/ROW]
[ROW][C]144[/C][C]95.8[/C][C]110.48[/C][C]104.825[/C][C]5.65484[/C][C]-14.6798[/C][/ROW]
[ROW][C]145[/C][C]93.1[/C][C]95.0948[/C][C]104.812[/C][C]-9.7177[/C][C]-1.9948[/C][/ROW]
[ROW][C]146[/C][C]93.9[/C][C]97.1997[/C][C]104.538[/C][C]-7.3378[/C][C]-3.2997[/C][/ROW]
[ROW][C]147[/C][C]147.6[/C][C]117.776[/C][C]104.025[/C][C]13.751[/C][C]29.824[/C][/ROW]
[ROW][C]148[/C][C]89.6[/C][C]101.922[/C][C]104.821[/C][C]-2.89926[/C][C]-12.3216[/C][/ROW]
[ROW][C]149[/C][C]83[/C][C]97.8356[/C][C]106.171[/C][C]-8.3352[/C][C]-14.8356[/C][/ROW]
[ROW][C]150[/C][C]99.2[/C][C]114.098[/C][C]107.696[/C][C]6.4023[/C][C]-14.8981[/C][/ROW]
[ROW][C]151[/C][C]118.3[/C][C]107.813[/C][C]109.012[/C][C]-1.19981[/C][C]10.4873[/C][/ROW]
[ROW][C]152[/C][C]110.9[/C][C]104.778[/C][C]110.017[/C][C]-5.23854[/C][C]6.12187[/C][/ROW]
[ROW][C]153[/C][C]124.4[/C][C]118.225[/C][C]110.138[/C][C]8.0872[/C][C]6.1753[/C][/ROW]
[ROW][C]154[/C][C]115.8[/C][C]113.866[/C][C]111.904[/C][C]1.96195[/C][C]1.93388[/C][/ROW]
[ROW][C]155[/C][C]112.7[/C][C]114.375[/C][C]115.504[/C][C]-1.12898[/C][C]-1.67519[/C][/ROW]
[ROW][C]156[/C][C]111.9[/C][C]124.572[/C][C]118.917[/C][C]5.65484[/C][C]-12.6715[/C][/ROW]
[ROW][C]157[/C][C]108.6[/C][C]112.045[/C][C]121.762[/C][C]-9.7177[/C][C]-3.4448[/C][/ROW]
[ROW][C]158[/C][C]102.5[/C][C]115.879[/C][C]123.217[/C][C]-7.3378[/C][C]-13.3789[/C][/ROW]
[ROW][C]159[/C][C]141.9[/C][C]137.634[/C][C]123.883[/C][C]13.751[/C][C]4.26567[/C][/ROW]
[ROW][C]160[/C][C]137.7[/C][C]122.497[/C][C]125.396[/C][C]-2.89926[/C][C]15.2034[/C][/ROW]
[ROW][C]161[/C][C]121.3[/C][C]119.623[/C][C]127.958[/C][C]-8.3352[/C][C]1.67687[/C][/ROW]
[ROW][C]162[/C][C]142.8[/C][C]136.794[/C][C]130.392[/C][C]6.4023[/C][C]6.00603[/C][/ROW]
[ROW][C]163[/C][C]143[/C][C]130.363[/C][C]131.562[/C][C]-1.19981[/C][C]12.6373[/C][/ROW]
[ROW][C]164[/C][C]121.1[/C][C]127.97[/C][C]133.208[/C][C]-5.23854[/C][C]-6.8698[/C][/ROW]
[ROW][C]165[/C][C]130.2[/C][C]143.362[/C][C]135.275[/C][C]8.0872[/C][C]-13.1622[/C][/ROW]
[ROW][C]166[/C][C]146.3[/C][C]138.291[/C][C]136.329[/C][C]1.96195[/C][C]8.00888[/C][/ROW]
[ROW][C]167[/C][C]143.7[/C][C]137.075[/C][C]138.204[/C][C]-1.12898[/C][C]6.62481[/C][/ROW]
[ROW][C]168[/C][C]139.3[/C][C]146.701[/C][C]141.046[/C][C]5.65484[/C][C]-7.40068[/C][/ROW]
[ROW][C]169[/C][C]109.3[/C][C]132.316[/C][C]142.033[/C][C]-9.7177[/C][C]-23.0156[/C][/ROW]
[ROW][C]170[/C][C]141.3[/C][C]134.321[/C][C]141.658[/C][C]-7.3378[/C][C]6.97947[/C][/ROW]
[ROW][C]171[/C][C]152.7[/C][C]158.022[/C][C]144.271[/C][C]13.751[/C][C]-5.32183[/C][/ROW]
[ROW][C]172[/C][C]152.2[/C][C]144.763[/C][C]147.662[/C][C]-2.89926[/C][C]7.43676[/C][/ROW]
[ROW][C]173[/C][C]151.8[/C][C]141.344[/C][C]149.679[/C][C]-8.3352[/C][C]10.456[/C][/ROW]
[ROW][C]174[/C][C]180.5[/C][C]157.852[/C][C]151.45[/C][C]6.4023[/C][C]22.6477[/C][/ROW]
[ROW][C]175[/C][C]129[/C][C]152.017[/C][C]153.217[/C][C]-1.19981[/C][C]-23.0169[/C][/ROW]
[ROW][C]176[/C][C]126.1[/C][C]147.411[/C][C]152.65[/C][C]-5.23854[/C][C]-21.3115[/C][/ROW]
[ROW][C]177[/C][C]187.9[/C][C]159.712[/C][C]151.625[/C][C]8.0872[/C][C]28.1878[/C][/ROW]
[ROW][C]178[/C][C]170[/C][C]153.979[/C][C]152.017[/C][C]1.96195[/C][C]16.0214[/C][/ROW]
[ROW][C]179[/C][C]168.4[/C][C]149.863[/C][C]150.992[/C][C]-1.12898[/C][C]18.5373[/C][/ROW]
[ROW][C]180[/C][C]157.1[/C][C]153.955[/C][C]148.3[/C][C]5.65484[/C][C]3.14516[/C][/ROW]
[ROW][C]181[/C][C]133.9[/C][C]137.024[/C][C]146.742[/C][C]-9.7177[/C][C]-3.12396[/C][/ROW]
[ROW][C]182[/C][C]103.1[/C][C]140.758[/C][C]148.096[/C][C]-7.3378[/C][C]-37.658[/C][/ROW]
[ROW][C]183[/C][C]166.3[/C][C]162.263[/C][C]148.513[/C][C]13.751[/C][C]4.0365[/C][/ROW]
[ROW][C]184[/C][C]148[/C][C]144.309[/C][C]147.208[/C][C]-2.89926[/C][C]3.69093[/C][/ROW]
[ROW][C]185[/C][C]131.4[/C][C]137.79[/C][C]146.125[/C][C]-8.3352[/C][C]-6.3898[/C][/ROW]
[ROW][C]186[/C][C]136.3[/C][C]151.64[/C][C]145.237[/C][C]6.4023[/C][C]-15.3398[/C][/ROW]
[ROW][C]187[/C][C]135.8[/C][C]143.338[/C][C]144.538[/C][C]-1.19981[/C][C]-7.53769[/C][/ROW]
[ROW][C]188[/C][C]151.8[/C][C]139.953[/C][C]145.192[/C][C]-5.23854[/C][C]11.8469[/C][/ROW]
[ROW][C]189[/C][C]172.2[/C][C]153.929[/C][C]145.842[/C][C]8.0872[/C][C]18.2711[/C][/ROW]
[ROW][C]190[/C][C]154.4[/C][C]147.558[/C][C]145.596[/C][C]1.96195[/C][C]6.84221[/C][/ROW]
[ROW][C]191[/C][C]158[/C][C]144.817[/C][C]145.946[/C][C]-1.12898[/C][C]13.1831[/C][/ROW]
[ROW][C]192[/C][C]146.2[/C][C]154.351[/C][C]148.696[/C][C]5.65484[/C][C]-8.15068[/C][/ROW]
[ROW][C]193[/C][C]128[/C][C]143.586[/C][C]153.304[/C][C]-9.7177[/C][C]-15.5865[/C][/ROW]
[ROW][C]194[/C][C]124.7[/C][C]149.021[/C][C]156.358[/C][C]-7.3378[/C][C]-24.3205[/C][/ROW]
[ROW][C]195[/C][C]160.3[/C][C]171.484[/C][C]157.733[/C][C]13.751[/C][C]-11.1843[/C][/ROW]
[ROW][C]196[/C][C]148.1[/C][C]155.613[/C][C]158.512[/C][C]-2.89926[/C][C]-7.51324[/C][/ROW]
[ROW][C]197[/C][C]139.7[/C][C]149.669[/C][C]158.004[/C][C]-8.3352[/C][C]-9.96897[/C][/ROW]
[ROW][C]198[/C][C]194[/C][C]166.711[/C][C]160.308[/C][C]6.4023[/C][C]27.2894[/C][/ROW]
[ROW][C]199[/C][C]188.7[/C][C]162.838[/C][C]164.038[/C][C]-1.19981[/C][C]25.8623[/C][/ROW]
[ROW][C]200[/C][C]172.2[/C][C]161.191[/C][C]166.429[/C][C]-5.23854[/C][C]11.0094[/C][/ROW]
[ROW][C]201[/C][C]184.8[/C][C]177.179[/C][C]169.092[/C][C]8.0872[/C][C]7.62114[/C][/ROW]
[ROW][C]202[/C][C]160.5[/C][C]172.179[/C][C]170.217[/C][C]1.96195[/C][C]-11.6786[/C][/ROW]
[ROW][C]203[/C][C]139.7[/C][C]169.575[/C][C]170.704[/C][C]-1.12898[/C][C]-29.8752[/C][/ROW]
[ROW][C]204[/C][C]219.8[/C][C]175.951[/C][C]170.296[/C][C]5.65484[/C][C]43.8493[/C][/ROW]
[ROW][C]205[/C][C]143.9[/C][C]159.761[/C][C]169.479[/C][C]-9.7177[/C][C]-15.8615[/C][/ROW]
[ROW][C]206[/C][C]166.2[/C][C]162.737[/C][C]170.075[/C][C]-7.3378[/C][C]3.4628[/C][/ROW]
[ROW][C]207[/C][C]182.7[/C][C]NA[/C][C]NA[/C][C]13.751[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]152.7[/C][C]NA[/C][C]NA[/C][C]-2.89926[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]146.8[/C][C]NA[/C][C]NA[/C][C]-8.3352[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]177.1[/C][C]NA[/C][C]NA[/C][C]6.4023[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]186[/C][C]NA[/C][C]NA[/C][C]-1.19981[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]189.2[/C][C]NA[/C][C]NA[/C][C]-5.23854[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=308504&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=308504&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	35	NA	NA	-9.7177	NA
2	36.1	NA	NA	-7.3378	NA
3	40.1	NA	NA	13.751	NA
4	35.4	NA	NA	-2.89926	NA
5	37.4	NA	NA	-8.3352	NA
6	39.9	NA	NA	6.4023	NA
7	32	36.8835	38.0833	-1.19981	-4.88352
8	32.6	33.6823	38.9208	-5.23854	-1.0823
9	44.9	47.9039	39.8167	8.0872	-3.00386
10	36.3	42.6328	40.6708	1.96195	-6.33279
11	43.7	40.3669	41.4958	-1.12898	3.33315
12	39.8	48.1715	42.5167	5.65484	-8.37151
13	42.6	33.7365	43.4542	-9.7177	8.86354
14	48.6	36.7122	44.05	-7.3378	11.8878
15	49.1	58.201	44.45	13.751	-9.101
16	46.9	42.2466	45.1458	-2.89926	4.65343
17	45.7	37.5773	45.9125	-8.3352	8.1227
18	56.1	52.6523	46.25	6.4023	3.4477
19	38.3	45.6002	46.8	-1.19981	-7.30019
20	40.6	42.0156	47.2542	-5.23854	-1.41563
21	46.5	55.6872	47.6	8.0872	-9.1872
22	51.4	50.0203	48.0583	1.96195	1.37971
23	47	47.271	48.4	-1.12898	-0.271021
24	44.6	53.9465	48.2917	5.65484	-9.34651
25	51	38.724	48.4417	-9.7177	12.276
26	51.1	41.6539	48.9917	-7.3378	9.44614
27	54.9	63.0677	49.3167	13.751	-8.16767
28	52.1	46.6966	49.5958	-2.89926	5.40343
29	48.7	41.5065	49.8417	-8.3352	7.19353
30	50.5	56.3773	49.975	6.4023	-5.8773
31	47.5	49.0585	50.2583	-1.19981	-1.55852
32	44.6	45.1323	50.3708	-5.23854	-0.532295
33	50.3	58.4705	50.3833	8.0872	-8.17053
34	54.3	52.5953	50.6333	1.96195	1.70471
35	50	49.4544	50.5833	-1.12898	0.545646
36	44.8	56.2798	50.625	5.65484	-11.4798
37	57.6	41.2948	51.0125	-9.7177	16.3052
38	47.2	44.2414	51.5792	-7.3378	2.95864
39	59.1	66.3302	52.5792	13.751	-7.23017
40	53.9	50.7257	53.625	-2.89926	3.17426
41	45.7	45.8648	54.2	-8.3352	-0.164802
42	54.5	62.019	55.6167	6.4023	-7.51897
43	52.8	55.3377	56.5375	-1.19981	-2.53769
44	52.9	51.624	56.8625	-5.23854	1.27604
45	66	66.3414	58.2542	8.0872	-0.341364
46	63.7	61.4578	59.4958	1.96195	2.24221
47	54.4	59.3752	60.5042	-1.12898	-4.97519
48	74.4	67.434	61.7792	5.65484	6.96599
49	50.1	53.474	63.1917	-9.7177	-3.37396
50	62.5	56.9372	64.275	-7.3378	5.5628
51	77.2	78.9052	65.1542	13.751	-1.70517
52	65.6	62.9966	65.8958	-2.89926	2.60343
53	58.2	58.5565	66.8917	-8.3352	-0.356468
54	72.6	74.6773	68.275	6.4023	-2.0773
55	68.6	68.6585	69.8583	-1.19981	-0.058521
56	63.1	65.4615	70.7	-5.23854	-2.36146
57	76.9	78.5414	70.4542	8.0872	-1.64136
58	70.6	72.387	70.425	1.96195	-1.78695
59	71.4	69.721	70.85	-1.12898	1.67898
60	90.6	76.6798	71.025	5.65484	13.9202
61	71.9	60.974	70.6917	-9.7177	10.926
62	60.9	63.083	70.4208	-7.3378	-2.18303
63	72.9	84.3802	70.6292	13.751	-11.4802
64	69.2	68.2674	71.1667	-2.89926	0.932594
65	64.8	63.1148	71.45	-8.3352	1.6852
66	70.2	77.0106	70.6083	6.4023	-6.81063
67	63	68.5419	69.7417	-1.19981	-5.54185
68	62.2	65.0156	70.2542	-5.23854	-2.81563
69	82.8	79.5122	71.425	8.0872	3.2878
70	77.6	73.9745	72.0125	1.96195	3.62555
71	71.2	70.9835	72.1125	-1.12898	0.216479
72	70.6	78.134	72.4792	5.65484	-7.53401
73	71.1	62.9781	72.6958	-9.7177	8.12187
74	74	65.5122	72.85	-7.3378	8.4878
75	87.9	86.7052	72.9542	13.751	1.19483
76	68.3	70.2591	73.1583	-2.89926	-1.95907
77	68.1	65.4565	73.7917	-8.3352	2.64353
78	75.7	80.9856	74.5833	6.4023	-5.28563
79	62.7	73.6502	74.85	-1.19981	-10.9502
80	66.2	68.949	74.1875	-5.23854	-2.74896
81	81.3	81.3247	73.2375	8.0872	-0.0246975
82	84	74.6411	72.6792	1.96195	9.35888
83	80	71.4627	72.5917	-1.12898	8.53731
84	80.8	78.534	72.8792	5.65484	2.26599
85	67.3	64.2031	73.9208	-9.7177	3.09687
86	61.9	67.558	74.8958	-7.3378	-5.65803
87	77.2	88.4218	74.6708	13.751	-11.2218
88	65.6	70.8466	73.7458	-2.89926	-5.24657
89	68.7	64.5565	72.8917	-8.3352	4.14353
90	82	78.7606	72.3583	6.4023	3.23937
91	81.4	71.321	72.5208	-1.19981	10.079
92	70.9	68.099	73.3375	-5.23854	2.80104
93	71.2	82.0205	73.9333	8.0872	-10.8205
94	71.9	76.3703	74.4083	1.96195	-4.47029
95	71.6	73.6627	74.7917	-1.12898	-2.06269
96	76.4	80.4798	74.825	5.65484	-4.07984
97	75.6	65.1656	74.8833	-9.7177	10.4344
98	73.2	67.3372	74.675	-7.3378	5.8628
99	80.2	89.051	75.3	13.751	-8.851
100	74	73.7132	76.6125	-2.89926	0.286761
101	69.5	68.9815	77.3167	-8.3352	0.518532
102	82	85.144	78.7417	6.4023	-3.14397
103	82.8	78.3085	79.5083	-1.19981	4.49148
104	64.5	73.899	79.1375	-5.23854	-9.39896
105	92.6	87.733	79.6458	8.0872	4.86697
106	82	82.0953	80.1333	1.96195	-0.0952857
107	78.4	79.2127	80.3417	-1.12898	-0.812688
108	103.8	86.2882	80.6333	5.65484	17.5118
109	66.6	71.0031	80.7208	-9.7177	-4.40313
110	73.3	73.6705	81.0083	-7.3378	-0.370531
111	92.3	94.6052	80.8542	13.751	-2.30517
112	73.6	77.5216	80.4208	-2.89926	-3.92157
113	74.9	72.269	80.6042	-8.3352	2.63103
114	83.6	86.7273	80.325	6.4023	-3.1273
115	83.3	79.496	80.6958	-1.19981	3.80398
116	70.9	77.8365	83.075	-5.23854	-6.93646
117	82.5	93.5205	85.4333	8.0872	-11.0205
118	81.7	88.5495	86.5875	1.96195	-6.84945
119	83.1	86.1794	87.3083	-1.12898	-3.07935
120	92.4	94.6007	88.9458	5.65484	-2.20068
121	86.9	81.1823	90.9	-9.7177	5.7177
122	110.1	85.1997	92.5375	-7.3378	24.9003
123	112.1	107.963	94.2125	13.751	4.1365
124	81.5	92.5882	95.4875	-2.89926	-11.0882
125	84.3	88.8106	97.1458	-8.3352	-4.51063
126	113.5	105.536	99.1333	6.4023	7.96437
127	100.3	99.1127	100.313	-1.19981	1.18731
128	93.2	95.4323	100.671	-5.23854	-2.2323
129	100.4	110.796	102.708	8.0872	-10.3955
130	94.4	107.862	105.9	1.96195	-13.462
131	110.2	106.734	107.863	-1.12898	3.46648
132	113	114.242	108.588	5.65484	-1.24234
133	94.6	99.0365	108.754	-9.7177	-4.43646
134	111	103.179	110.517	-7.3378	7.82114
135	160.1	126.518	112.767	13.751	33.5823
136	110.1	110.963	113.862	-2.89926	-0.863239
137	102.8	105.173	113.508	-8.3352	-2.37313
138	112.4	118.444	112.042	6.4023	-6.04397
139	105.4	110.063	111.262	-1.19981	-4.66269
140	130.4	105.249	110.488	-5.23854	25.151
141	117.2	117.341	109.254	8.0872	-0.141364
142	103.9	109.841	107.879	1.96195	-5.94112
143	92.2	105.071	106.2	-1.12898	-12.871
144	95.8	110.48	104.825	5.65484	-14.6798
145	93.1	95.0948	104.812	-9.7177	-1.9948
146	93.9	97.1997	104.538	-7.3378	-3.2997
147	147.6	117.776	104.025	13.751	29.824
148	89.6	101.922	104.821	-2.89926	-12.3216
149	83	97.8356	106.171	-8.3352	-14.8356
150	99.2	114.098	107.696	6.4023	-14.8981
151	118.3	107.813	109.012	-1.19981	10.4873
152	110.9	104.778	110.017	-5.23854	6.12187
153	124.4	118.225	110.138	8.0872	6.1753
154	115.8	113.866	111.904	1.96195	1.93388
155	112.7	114.375	115.504	-1.12898	-1.67519
156	111.9	124.572	118.917	5.65484	-12.6715
157	108.6	112.045	121.762	-9.7177	-3.4448
158	102.5	115.879	123.217	-7.3378	-13.3789
159	141.9	137.634	123.883	13.751	4.26567
160	137.7	122.497	125.396	-2.89926	15.2034
161	121.3	119.623	127.958	-8.3352	1.67687
162	142.8	136.794	130.392	6.4023	6.00603
163	143	130.363	131.562	-1.19981	12.6373
164	121.1	127.97	133.208	-5.23854	-6.8698
165	130.2	143.362	135.275	8.0872	-13.1622
166	146.3	138.291	136.329	1.96195	8.00888
167	143.7	137.075	138.204	-1.12898	6.62481
168	139.3	146.701	141.046	5.65484	-7.40068
169	109.3	132.316	142.033	-9.7177	-23.0156
170	141.3	134.321	141.658	-7.3378	6.97947
171	152.7	158.022	144.271	13.751	-5.32183
172	152.2	144.763	147.662	-2.89926	7.43676
173	151.8	141.344	149.679	-8.3352	10.456
174	180.5	157.852	151.45	6.4023	22.6477
175	129	152.017	153.217	-1.19981	-23.0169
176	126.1	147.411	152.65	-5.23854	-21.3115
177	187.9	159.712	151.625	8.0872	28.1878
178	170	153.979	152.017	1.96195	16.0214
179	168.4	149.863	150.992	-1.12898	18.5373
180	157.1	153.955	148.3	5.65484	3.14516
181	133.9	137.024	146.742	-9.7177	-3.12396
182	103.1	140.758	148.096	-7.3378	-37.658
183	166.3	162.263	148.513	13.751	4.0365
184	148	144.309	147.208	-2.89926	3.69093
185	131.4	137.79	146.125	-8.3352	-6.3898
186	136.3	151.64	145.237	6.4023	-15.3398
187	135.8	143.338	144.538	-1.19981	-7.53769
188	151.8	139.953	145.192	-5.23854	11.8469
189	172.2	153.929	145.842	8.0872	18.2711
190	154.4	147.558	145.596	1.96195	6.84221
191	158	144.817	145.946	-1.12898	13.1831
192	146.2	154.351	148.696	5.65484	-8.15068
193	128	143.586	153.304	-9.7177	-15.5865
194	124.7	149.021	156.358	-7.3378	-24.3205
195	160.3	171.484	157.733	13.751	-11.1843
196	148.1	155.613	158.512	-2.89926	-7.51324
197	139.7	149.669	158.004	-8.3352	-9.96897
198	194	166.711	160.308	6.4023	27.2894
199	188.7	162.838	164.038	-1.19981	25.8623
200	172.2	161.191	166.429	-5.23854	11.0094
201	184.8	177.179	169.092	8.0872	7.62114
202	160.5	172.179	170.217	1.96195	-11.6786
203	139.7	169.575	170.704	-1.12898	-29.8752
204	219.8	175.951	170.296	5.65484	43.8493
205	143.9	159.761	169.479	-9.7177	-15.8615
206	166.2	162.737	170.075	-7.3378	3.4628
207	182.7	NA	NA	13.751	NA
208	152.7	NA	NA	-2.89926	NA
209	146.8	NA	NA	-8.3352	NA
210	177.1	NA	NA	6.4023	NA
211	186	NA	NA	-1.19981	NA
212	189.2	NA	NA	-5.23854	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