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

Tue, 19 Dec 2017 17:52:24 +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/19/t1513702398grjgwb04ggy7aw4.htm/, Retrieved Wed, 15 May 2024 02:40:00 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=310374, Retrieved Wed, 15 May 2024 02:40:00 +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] [z] [2017-12-19 16:52:24] [341fa61cadd50fad972999b365b6b694] [Current]

Feedback Forum

Post a new message

Dataseries X:

Download CSV

Histogram

Boxplots

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	3 seconds
R Server	Big Analytics Cloud Computing Center

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input view raw input (R code)  \tabularnewline
Raw Outputview raw output of R engine  \tabularnewline
Computing time3 seconds \tabularnewline
R ServerBig Analytics Cloud Computing Center \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310374&T=0

[TABLE]
[ROW]

Summary of computational transaction[/C][/ROW] [ROW]

Raw Input[/C]

view raw input (R code) [/C][/ROW] [ROW]

Raw Output[/C]

view raw output of R engine [/C][/ROW] [ROW]

Computing time[/C]

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

R Server[/C]

Big Analytics Cloud Computing Center[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=310374&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310374&T=0

As an alternative you can also use a QR Code:

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	3 seconds
R Server	Big Analytics Cloud Computing Center

Classical Decomposition by Moving Averages
t	Observations	Fit	Trend	Seasonal	Random
1	57.7	NA	NA	-4.78208	NA
2	60.1	NA	NA	-7.60634	NA
3	66.5	NA	NA	2.3931	NA
4	63.4	NA	NA	-0.744917	NA
5	71.4	NA	NA	-0.34674	NA
6	68.5	NA	NA	2.56107	NA
7	61.6	65.7064	67.5625	-1.8561	-4.1064
8	68.3	67.0586	68.1167	-1.05806	1.24139
9	69.3	71.1106	68.5375	2.57307	-1.81057
10	76.1	75.1334	68.9792	6.15419	0.966639
11	73.3	70.8138	69.275	1.53875	2.48625
12	69.7	70.7574	69.5833	1.17405	-1.05738
13	67.4	65.4054	70.1875	-4.78208	1.99458
14	63.7	63.3062	70.9125	-7.60634	0.393844
15	73	73.7431	71.35	2.3931	-0.743104
16	67.5	70.9009	71.6458	-0.744917	-3.40092
17	74.4	71.5491	71.8958	-0.34674	2.85091
18	72.9	74.5986	72.0375	2.56107	-1.69857
19	71.7	70.3689	72.225	-1.8561	1.3311
20	75.6	71.4586	72.5167	-1.05806	4.14139
21	72.5	75.2939	72.7208	2.57307	-2.7939
22	80	79.1584	73.0042	6.15419	0.841639
23	75.4	74.7638	73.225	1.53875	0.636246
24	71	74.3865	73.2125	1.17405	-3.38655
25	70.6	68.5304	73.3125	-4.78208	2.06958
26	67.5	65.6937	73.3	-7.60634	1.80634
27	74.1	75.7306	73.3375	2.3931	-1.6306
28	73.2	72.8092	73.5542	-0.744917	0.39075
29	74	73.1991	73.5458	-0.34674	0.800906
30	73	76.2777	73.7167	2.56107	-3.27774
31	74	72.2356	74.0917	-1.8561	1.76443
32	73	73.2794	74.3375	-1.05806	-0.27944
33	76	77.0564	74.4833	2.57307	-1.0564
34	81.7	80.8125	74.6583	6.15419	0.887472
35	73.5	76.2929	74.7542	1.53875	-2.79292
36	77	75.999	74.825	1.17405	1.00095
37	73.6	70.3138	75.0958	-4.78208	3.28625
38	70.4	67.6603	75.2667	-7.60634	2.73968
39	74.7	77.7889	75.3958	2.3931	-3.08894
40	76.8	74.8634	75.6083	-0.744917	1.93658
41	72.7	75.4074	75.7542	-0.34674	-2.70743
42	76	78.4152	75.8542	2.56107	-2.41524
43	77.5	74.0231	75.8792	-1.8561	3.47693
44	73.6	74.8211	75.8792	-1.05806	-1.22111
45	78.5	78.8939	76.3208	2.57307	-0.393901
46	84.3	82.975	76.8208	6.15419	1.32497
47	74.4	78.6013	77.0625	1.53875	-4.20125
48	78.5	78.7532	77.5792	1.17405	-0.253214
49	72.7	73.1513	77.9333	-4.78208	-0.451254
50	71.3	70.5228	78.1292	-7.60634	0.777178
51	84.4	80.9931	78.6	2.3931	3.4069
52	79.1	78.0884	78.8333	-0.744917	1.01158
53	76.2	78.7991	79.1458	-0.34674	-2.59909
54	84.9	82.3236	79.7625	2.56107	2.57643
55	77.1	78.3231	80.1792	-1.8561	-1.22307
56	78.7	79.2961	80.3542	-1.05806	-0.596107
57	84.7	82.9147	80.3417	2.57307	1.78527
58	83.7	86.4917	80.3375	6.15419	-2.79169
59	82.5	82.1263	80.5875	1.53875	0.373746
60	85.2	82.0115	80.8375	1.17405	3.18845
61	76	76.0554	80.8375	-4.78208	-0.0554202
62	72.2	73.402	81.0083	-7.60634	-1.20199
63	83.2	83.7514	81.3583	2.3931	-0.551437
64	80.2	80.8009	81.5458	-0.744917	-0.600917
65	81.1	81.4866	81.8333	-0.34674	-0.386594
66	86	84.7194	82.1583	2.56107	1.28059
67	76	80.5397	82.3958	-1.8561	-4.53973
68	83.9	81.6086	82.6667	-1.05806	2.29139
69	87.9	85.5356	82.9625	2.57307	2.36443
70	85	89.2584	83.1042	6.15419	-4.25836
71	88.1	84.8846	83.3458	1.53875	3.21541
72	87.4	84.9199	83.7458	1.17405	2.48012
73	79.5	79.3846	84.1667	-4.78208	0.115413
74	75.2	77.0353	84.6417	-7.60634	-1.83532
75	87.3	87.2598	84.8667	2.3931	0.0402293
76	79.5	84.5342	85.2792	-0.744917	-5.03425
77	87.6	85.4533	85.8	-0.34674	2.14674
78	89.1	88.5027	85.9417	2.56107	0.597261
79	83	84.4231	86.2792	-1.8561	-1.42307
80	88.3	85.8086	86.8667	-1.05806	2.49139
81	88.9	89.9481	87.375	2.57307	-1.04807
82	93.9	94.1292	87.975	6.15419	-0.229195
83	91.7	90.0054	88.4667	1.53875	1.69458
84	87.2	89.9949	88.8208	1.17405	-2.79488
85	87.8	84.5054	89.2875	-4.78208	3.29458
86	81	82.1603	89.7667	-7.60634	-1.16032
87	93.7	92.5306	90.1375	2.3931	1.1694
88	87.5	89.9801	90.725	-0.744917	-2.48008
89	91.4	91.1449	91.4917	-0.34674	0.255073
90	93.8	94.6527	92.0917	2.56107	-0.852739
91	89.5	90.9606	92.8167	-1.8561	-1.46057
92	93.3	92.7336	93.7917	-1.05806	0.566393
93	92.8	96.9564	94.3833	2.57307	-4.1564
94	104.1	101.25	95.0958	6.15419	2.84997
95	99.9	97.5721	96.0333	1.53875	2.32791
96	93.4	97.6907	96.5167	1.17405	-4.29071
97	99	92.4096	97.1917	-4.78208	6.59041
98	93.2	90.152	97.7583	-7.60634	3.04801
99	95.7	100.714	98.3208	2.3931	-5.01394
100	102.6	98.2509	98.9958	-0.744917	4.34908
101	98.8	98.7074	99.0542	-0.34674	0.092573
102	98	101.865	99.3042	2.56107	-3.86524
103	101.5	97.4772	99.3333	-1.8561	4.02277
104	94.9	97.7836	98.8417	-1.05806	-2.88361
105	104.7	101.44	98.8667	2.57307	3.26027
106	108.4	105.054	98.9	6.15419	3.34581
107	97	100.097	98.5583	1.53875	-3.09709
108	102.3	99.7407	98.5667	1.17405	2.55929
109	90.8	93.9221	98.7042	-4.78208	-3.12209
110	89.6	91.027	98.6333	-7.60634	-1.42699
111	99.9	100.914	98.5208	2.3931	-1.01394
112	99.2	97.4467	98.1917	-0.744917	1.75325
113	94	97.6699	98.0167	-0.34674	-3.66993
114	103	100.569	98.0083	2.56107	2.43059
115	99.8	95.9939	97.85	-1.8561	3.8061
116	94.9	96.7128	97.7708	-1.05806	-1.81277
117	102	100.606	98.0333	2.57307	1.3936
118	103.2	104.429	98.275	6.15419	-1.22919
119	98	99.8346	98.2958	1.53875	-1.83459
120	101.1	99.6032	98.4292	1.17405	1.49679
121	88.2	93.6929	98.475	-4.78208	-5.49292
122	90.3	90.9645	98.5708	-7.60634	-0.664489
123	105.5	101.214	98.8208	2.3931	4.28606
124	99.4	98.2009	98.9458	-0.744917	1.19908
125	94.3	98.9658	99.3125	-0.34674	-4.66576
126	105.9	102.378	99.8167	2.56107	3.52226
127	98	98.5272	100.383	-1.8561	-0.527234
128	99	99.9211	100.979	-1.05806	-0.921107
129	103.9	103.973	101.4	2.57307	-0.0730673
130	104.3	107.904	101.75	6.15419	-3.60419
131	105.7	104.085	102.546	1.53875	1.61541
132	105.5	104.307	103.133	1.17405	1.19262
133	97.4	98.2221	103.004	-4.78208	-0.822087
134	95.4	95.6103	103.217	-7.60634	-0.210322
135	110.5	106.193	103.8	2.3931	4.3069
136	102.8	103.538	104.283	-0.744917	-0.738417
137	110	104.253	104.6	-0.34674	5.74674
138	104.3	107.394	104.833	2.56107	-3.09441
139	96.5	103.273	105.129	-1.8561	-6.77307
140	105.6	104.567	105.625	-1.05806	1.03306
141	111.3	108.502	105.929	2.57307	2.79777
142	108.5	112.05	105.896	6.15419	-3.55003
143	109.1	107.343	105.804	1.53875	1.75708
144	107.7	107.232	106.058	1.17405	0.467619
145	102.3	101.889	106.671	-4.78208	0.411246
146	102.4	99.5562	107.162	-7.60634	2.84384
147	110.8	109.547	107.154	2.3931	1.25273
148	101.7	106.634	107.379	-0.744917	-4.93425
149	108.9	107.557	107.904	-0.34674	1.34257
150	111.5	110.465	107.904	2.56107	1.03476
151	104	106.044	107.9	-1.8561	-2.0439
152	109.9	106.704	107.762	-1.05806	3.19556
153	106.8	109.902	107.329	2.57307	-3.10223
154	118.4	113.458	107.304	6.15419	4.94164
155	111.8	109.022	107.483	1.53875	2.77791
156	105	108.407	107.233	1.17405	-3.40738
157	104.9	102.497	107.279	-4.78208	2.40291
158	96.5	99.702	107.308	-7.60634	-3.20199
159	106.3	109.406	107.012	2.3931	-3.1056
160	105.6	106.088	106.833	-0.744917	-0.488417
161	109.3	106.024	106.371	-0.34674	3.27591
162	105.1	108.657	106.096	2.56107	-3.55691
163	111.5	104.077	105.933	-1.8561	7.42277
164	103.1	104.688	105.746	-1.05806	-1.58777
165	106.5	108.265	105.692	2.57307	-1.76473
166	114.4	111.913	105.758	6.15419	2.48747
167	104.7	107.264	105.725	1.53875	-2.56375
168	105.5	106.912	105.738	1.17405	-1.41155
169	100.5	100.939	105.721	-4.78208	-0.438754
170	96.4	97.8728	105.479	-7.60634	-1.47282
171	105.1	108.068	105.675	2.3931	-2.9681
172	108.4	105.251	105.996	-0.744917	3.14908
173	105.7	105.724	106.071	-0.34674	-0.0240936
174	109	108.849	106.287	2.56107	0.151427
175	107.2	104.652	106.508	-1.8561	2.54777
176	101.6	105.554	106.612	-1.05806	-3.95444
177	112.7	109.531	106.958	2.57307	3.1686
178	115.9	113.421	107.267	6.15419	2.47914
179	105	108.76	107.221	1.53875	-3.75959
180	110.4	108.578	107.404	1.17405	1.82179
181	100.9	103.035	107.817	-4.78208	-2.13459
182	98.5	100.494	108.1	-7.60634	-1.99366
183	111.3	110.664	108.271	2.3931	0.636063
184	109.6	107.609	108.354	-0.744917	1.99075
185	103.4	108.374	108.721	-0.34674	-4.97409
186	115.7	111.732	109.171	2.56107	3.96809
187	110.4	107.515	109.371	-1.8561	2.88527
188	105.2	108.717	109.775	-1.05806	-3.51694
189	113.2	112.977	110.404	2.57307	0.222766
190	117.4	117.013	110.858	6.15419	0.387472
191	112.3	113.051	111.512	1.53875	-0.751254
192	113.9	113.295	112.121	1.17405	0.605119
193	102.2	107.297	112.079	-4.78208	-5.09709
194	106.9	104.677	112.283	-7.60634	2.22301
195	118	115.222	112.829	2.3931	2.77773
196	113.8	112.143	112.887	-0.744917	1.65742
197	114.9	112.624	112.971	-0.34674	2.27591
198	118.8	115.84	113.279	2.56107	2.95976
199	106.3	111.715	113.571	-1.8561	-5.41473
200	114.2	112.642	113.7	-1.05806	1.55806
201	117.3	116.348	113.775	2.57307	0.951933
202	114.7	119.804	113.65	6.15419	-5.10419
203	117	115.139	113.6	1.53875	1.86125
204	116.6	115.066	113.892	1.17405	1.53429
205	106.5	109.305	114.088	-4.78208	-2.80542
206	105.7	106.619	114.225	-7.60634	-0.918656
207	121	NA	NA	2.3931	NA
208	107.8	NA	NA	-0.744917	NA
209	119.7	NA	NA	-0.34674	NA
210	121	NA	NA	2.56107	NA
211	108.8	NA	NA	-1.8561	NA
212	115	NA	NA	-1.05806	NA

\begin{tabular}{lllllllll}
\hline
Classical Decomposition by Moving Averages \tabularnewline
t & Observations & Fit & Trend & Seasonal & Random \tabularnewline
1 & 57.7 & NA & NA & -4.78208 & NA \tabularnewline
2 & 60.1 & NA & NA & -7.60634 & NA \tabularnewline
3 & 66.5 & NA & NA & 2.3931 & NA \tabularnewline
4 & 63.4 & NA & NA & -0.744917 & NA \tabularnewline
5 & 71.4 & NA & NA & -0.34674 & NA \tabularnewline
6 & 68.5 & NA & NA & 2.56107 & NA \tabularnewline
7 & 61.6 & 65.7064 & 67.5625 & -1.8561 & -4.1064 \tabularnewline
8 & 68.3 & 67.0586 & 68.1167 & -1.05806 & 1.24139 \tabularnewline
9 & 69.3 & 71.1106 & 68.5375 & 2.57307 & -1.81057 \tabularnewline
10 & 76.1 & 75.1334 & 68.9792 & 6.15419 & 0.966639 \tabularnewline
11 & 73.3 & 70.8138 & 69.275 & 1.53875 & 2.48625 \tabularnewline
12 & 69.7 & 70.7574 & 69.5833 & 1.17405 & -1.05738 \tabularnewline
13 & 67.4 & 65.4054 & 70.1875 & -4.78208 & 1.99458 \tabularnewline
14 & 63.7 & 63.3062 & 70.9125 & -7.60634 & 0.393844 \tabularnewline
15 & 73 & 73.7431 & 71.35 & 2.3931 & -0.743104 \tabularnewline
16 & 67.5 & 70.9009 & 71.6458 & -0.744917 & -3.40092 \tabularnewline
17 & 74.4 & 71.5491 & 71.8958 & -0.34674 & 2.85091 \tabularnewline
18 & 72.9 & 74.5986 & 72.0375 & 2.56107 & -1.69857 \tabularnewline
19 & 71.7 & 70.3689 & 72.225 & -1.8561 & 1.3311 \tabularnewline
20 & 75.6 & 71.4586 & 72.5167 & -1.05806 & 4.14139 \tabularnewline
21 & 72.5 & 75.2939 & 72.7208 & 2.57307 & -2.7939 \tabularnewline
22 & 80 & 79.1584 & 73.0042 & 6.15419 & 0.841639 \tabularnewline
23 & 75.4 & 74.7638 & 73.225 & 1.53875 & 0.636246 \tabularnewline
24 & 71 & 74.3865 & 73.2125 & 1.17405 & -3.38655 \tabularnewline
25 & 70.6 & 68.5304 & 73.3125 & -4.78208 & 2.06958 \tabularnewline
26 & 67.5 & 65.6937 & 73.3 & -7.60634 & 1.80634 \tabularnewline
27 & 74.1 & 75.7306 & 73.3375 & 2.3931 & -1.6306 \tabularnewline
28 & 73.2 & 72.8092 & 73.5542 & -0.744917 & 0.39075 \tabularnewline
29 & 74 & 73.1991 & 73.5458 & -0.34674 & 0.800906 \tabularnewline
30 & 73 & 76.2777 & 73.7167 & 2.56107 & -3.27774 \tabularnewline
31 & 74 & 72.2356 & 74.0917 & -1.8561 & 1.76443 \tabularnewline
32 & 73 & 73.2794 & 74.3375 & -1.05806 & -0.27944 \tabularnewline
33 & 76 & 77.0564 & 74.4833 & 2.57307 & -1.0564 \tabularnewline
34 & 81.7 & 80.8125 & 74.6583 & 6.15419 & 0.887472 \tabularnewline
35 & 73.5 & 76.2929 & 74.7542 & 1.53875 & -2.79292 \tabularnewline
36 & 77 & 75.999 & 74.825 & 1.17405 & 1.00095 \tabularnewline
37 & 73.6 & 70.3138 & 75.0958 & -4.78208 & 3.28625 \tabularnewline
38 & 70.4 & 67.6603 & 75.2667 & -7.60634 & 2.73968 \tabularnewline
39 & 74.7 & 77.7889 & 75.3958 & 2.3931 & -3.08894 \tabularnewline
40 & 76.8 & 74.8634 & 75.6083 & -0.744917 & 1.93658 \tabularnewline
41 & 72.7 & 75.4074 & 75.7542 & -0.34674 & -2.70743 \tabularnewline
42 & 76 & 78.4152 & 75.8542 & 2.56107 & -2.41524 \tabularnewline
43 & 77.5 & 74.0231 & 75.8792 & -1.8561 & 3.47693 \tabularnewline
44 & 73.6 & 74.8211 & 75.8792 & -1.05806 & -1.22111 \tabularnewline
45 & 78.5 & 78.8939 & 76.3208 & 2.57307 & -0.393901 \tabularnewline
46 & 84.3 & 82.975 & 76.8208 & 6.15419 & 1.32497 \tabularnewline
47 & 74.4 & 78.6013 & 77.0625 & 1.53875 & -4.20125 \tabularnewline
48 & 78.5 & 78.7532 & 77.5792 & 1.17405 & -0.253214 \tabularnewline
49 & 72.7 & 73.1513 & 77.9333 & -4.78208 & -0.451254 \tabularnewline
50 & 71.3 & 70.5228 & 78.1292 & -7.60634 & 0.777178 \tabularnewline
51 & 84.4 & 80.9931 & 78.6 & 2.3931 & 3.4069 \tabularnewline
52 & 79.1 & 78.0884 & 78.8333 & -0.744917 & 1.01158 \tabularnewline
53 & 76.2 & 78.7991 & 79.1458 & -0.34674 & -2.59909 \tabularnewline
54 & 84.9 & 82.3236 & 79.7625 & 2.56107 & 2.57643 \tabularnewline
55 & 77.1 & 78.3231 & 80.1792 & -1.8561 & -1.22307 \tabularnewline
56 & 78.7 & 79.2961 & 80.3542 & -1.05806 & -0.596107 \tabularnewline
57 & 84.7 & 82.9147 & 80.3417 & 2.57307 & 1.78527 \tabularnewline
58 & 83.7 & 86.4917 & 80.3375 & 6.15419 & -2.79169 \tabularnewline
59 & 82.5 & 82.1263 & 80.5875 & 1.53875 & 0.373746 \tabularnewline
60 & 85.2 & 82.0115 & 80.8375 & 1.17405 & 3.18845 \tabularnewline
61 & 76 & 76.0554 & 80.8375 & -4.78208 & -0.0554202 \tabularnewline
62 & 72.2 & 73.402 & 81.0083 & -7.60634 & -1.20199 \tabularnewline
63 & 83.2 & 83.7514 & 81.3583 & 2.3931 & -0.551437 \tabularnewline
64 & 80.2 & 80.8009 & 81.5458 & -0.744917 & -0.600917 \tabularnewline
65 & 81.1 & 81.4866 & 81.8333 & -0.34674 & -0.386594 \tabularnewline
66 & 86 & 84.7194 & 82.1583 & 2.56107 & 1.28059 \tabularnewline
67 & 76 & 80.5397 & 82.3958 & -1.8561 & -4.53973 \tabularnewline
68 & 83.9 & 81.6086 & 82.6667 & -1.05806 & 2.29139 \tabularnewline
69 & 87.9 & 85.5356 & 82.9625 & 2.57307 & 2.36443 \tabularnewline
70 & 85 & 89.2584 & 83.1042 & 6.15419 & -4.25836 \tabularnewline
71 & 88.1 & 84.8846 & 83.3458 & 1.53875 & 3.21541 \tabularnewline
72 & 87.4 & 84.9199 & 83.7458 & 1.17405 & 2.48012 \tabularnewline
73 & 79.5 & 79.3846 & 84.1667 & -4.78208 & 0.115413 \tabularnewline
74 & 75.2 & 77.0353 & 84.6417 & -7.60634 & -1.83532 \tabularnewline
75 & 87.3 & 87.2598 & 84.8667 & 2.3931 & 0.0402293 \tabularnewline
76 & 79.5 & 84.5342 & 85.2792 & -0.744917 & -5.03425 \tabularnewline
77 & 87.6 & 85.4533 & 85.8 & -0.34674 & 2.14674 \tabularnewline
78 & 89.1 & 88.5027 & 85.9417 & 2.56107 & 0.597261 \tabularnewline
79 & 83 & 84.4231 & 86.2792 & -1.8561 & -1.42307 \tabularnewline
80 & 88.3 & 85.8086 & 86.8667 & -1.05806 & 2.49139 \tabularnewline
81 & 88.9 & 89.9481 & 87.375 & 2.57307 & -1.04807 \tabularnewline
82 & 93.9 & 94.1292 & 87.975 & 6.15419 & -0.229195 \tabularnewline
83 & 91.7 & 90.0054 & 88.4667 & 1.53875 & 1.69458 \tabularnewline
84 & 87.2 & 89.9949 & 88.8208 & 1.17405 & -2.79488 \tabularnewline
85 & 87.8 & 84.5054 & 89.2875 & -4.78208 & 3.29458 \tabularnewline
86 & 81 & 82.1603 & 89.7667 & -7.60634 & -1.16032 \tabularnewline
87 & 93.7 & 92.5306 & 90.1375 & 2.3931 & 1.1694 \tabularnewline
88 & 87.5 & 89.9801 & 90.725 & -0.744917 & -2.48008 \tabularnewline
89 & 91.4 & 91.1449 & 91.4917 & -0.34674 & 0.255073 \tabularnewline
90 & 93.8 & 94.6527 & 92.0917 & 2.56107 & -0.852739 \tabularnewline
91 & 89.5 & 90.9606 & 92.8167 & -1.8561 & -1.46057 \tabularnewline
92 & 93.3 & 92.7336 & 93.7917 & -1.05806 & 0.566393 \tabularnewline
93 & 92.8 & 96.9564 & 94.3833 & 2.57307 & -4.1564 \tabularnewline
94 & 104.1 & 101.25 & 95.0958 & 6.15419 & 2.84997 \tabularnewline
95 & 99.9 & 97.5721 & 96.0333 & 1.53875 & 2.32791 \tabularnewline
96 & 93.4 & 97.6907 & 96.5167 & 1.17405 & -4.29071 \tabularnewline
97 & 99 & 92.4096 & 97.1917 & -4.78208 & 6.59041 \tabularnewline
98 & 93.2 & 90.152 & 97.7583 & -7.60634 & 3.04801 \tabularnewline
99 & 95.7 & 100.714 & 98.3208 & 2.3931 & -5.01394 \tabularnewline
100 & 102.6 & 98.2509 & 98.9958 & -0.744917 & 4.34908 \tabularnewline
101 & 98.8 & 98.7074 & 99.0542 & -0.34674 & 0.092573 \tabularnewline
102 & 98 & 101.865 & 99.3042 & 2.56107 & -3.86524 \tabularnewline
103 & 101.5 & 97.4772 & 99.3333 & -1.8561 & 4.02277 \tabularnewline
104 & 94.9 & 97.7836 & 98.8417 & -1.05806 & -2.88361 \tabularnewline
105 & 104.7 & 101.44 & 98.8667 & 2.57307 & 3.26027 \tabularnewline
106 & 108.4 & 105.054 & 98.9 & 6.15419 & 3.34581 \tabularnewline
107 & 97 & 100.097 & 98.5583 & 1.53875 & -3.09709 \tabularnewline
108 & 102.3 & 99.7407 & 98.5667 & 1.17405 & 2.55929 \tabularnewline
109 & 90.8 & 93.9221 & 98.7042 & -4.78208 & -3.12209 \tabularnewline
110 & 89.6 & 91.027 & 98.6333 & -7.60634 & -1.42699 \tabularnewline
111 & 99.9 & 100.914 & 98.5208 & 2.3931 & -1.01394 \tabularnewline
112 & 99.2 & 97.4467 & 98.1917 & -0.744917 & 1.75325 \tabularnewline
113 & 94 & 97.6699 & 98.0167 & -0.34674 & -3.66993 \tabularnewline
114 & 103 & 100.569 & 98.0083 & 2.56107 & 2.43059 \tabularnewline
115 & 99.8 & 95.9939 & 97.85 & -1.8561 & 3.8061 \tabularnewline
116 & 94.9 & 96.7128 & 97.7708 & -1.05806 & -1.81277 \tabularnewline
117 & 102 & 100.606 & 98.0333 & 2.57307 & 1.3936 \tabularnewline
118 & 103.2 & 104.429 & 98.275 & 6.15419 & -1.22919 \tabularnewline
119 & 98 & 99.8346 & 98.2958 & 1.53875 & -1.83459 \tabularnewline
120 & 101.1 & 99.6032 & 98.4292 & 1.17405 & 1.49679 \tabularnewline
121 & 88.2 & 93.6929 & 98.475 & -4.78208 & -5.49292 \tabularnewline
122 & 90.3 & 90.9645 & 98.5708 & -7.60634 & -0.664489 \tabularnewline
123 & 105.5 & 101.214 & 98.8208 & 2.3931 & 4.28606 \tabularnewline
124 & 99.4 & 98.2009 & 98.9458 & -0.744917 & 1.19908 \tabularnewline
125 & 94.3 & 98.9658 & 99.3125 & -0.34674 & -4.66576 \tabularnewline
126 & 105.9 & 102.378 & 99.8167 & 2.56107 & 3.52226 \tabularnewline
127 & 98 & 98.5272 & 100.383 & -1.8561 & -0.527234 \tabularnewline
128 & 99 & 99.9211 & 100.979 & -1.05806 & -0.921107 \tabularnewline
129 & 103.9 & 103.973 & 101.4 & 2.57307 & -0.0730673 \tabularnewline
130 & 104.3 & 107.904 & 101.75 & 6.15419 & -3.60419 \tabularnewline
131 & 105.7 & 104.085 & 102.546 & 1.53875 & 1.61541 \tabularnewline
132 & 105.5 & 104.307 & 103.133 & 1.17405 & 1.19262 \tabularnewline
133 & 97.4 & 98.2221 & 103.004 & -4.78208 & -0.822087 \tabularnewline
134 & 95.4 & 95.6103 & 103.217 & -7.60634 & -0.210322 \tabularnewline
135 & 110.5 & 106.193 & 103.8 & 2.3931 & 4.3069 \tabularnewline
136 & 102.8 & 103.538 & 104.283 & -0.744917 & -0.738417 \tabularnewline
137 & 110 & 104.253 & 104.6 & -0.34674 & 5.74674 \tabularnewline
138 & 104.3 & 107.394 & 104.833 & 2.56107 & -3.09441 \tabularnewline
139 & 96.5 & 103.273 & 105.129 & -1.8561 & -6.77307 \tabularnewline
140 & 105.6 & 104.567 & 105.625 & -1.05806 & 1.03306 \tabularnewline
141 & 111.3 & 108.502 & 105.929 & 2.57307 & 2.79777 \tabularnewline
142 & 108.5 & 112.05 & 105.896 & 6.15419 & -3.55003 \tabularnewline
143 & 109.1 & 107.343 & 105.804 & 1.53875 & 1.75708 \tabularnewline
144 & 107.7 & 107.232 & 106.058 & 1.17405 & 0.467619 \tabularnewline
145 & 102.3 & 101.889 & 106.671 & -4.78208 & 0.411246 \tabularnewline
146 & 102.4 & 99.5562 & 107.162 & -7.60634 & 2.84384 \tabularnewline
147 & 110.8 & 109.547 & 107.154 & 2.3931 & 1.25273 \tabularnewline
148 & 101.7 & 106.634 & 107.379 & -0.744917 & -4.93425 \tabularnewline
149 & 108.9 & 107.557 & 107.904 & -0.34674 & 1.34257 \tabularnewline
150 & 111.5 & 110.465 & 107.904 & 2.56107 & 1.03476 \tabularnewline
151 & 104 & 106.044 & 107.9 & -1.8561 & -2.0439 \tabularnewline
152 & 109.9 & 106.704 & 107.762 & -1.05806 & 3.19556 \tabularnewline
153 & 106.8 & 109.902 & 107.329 & 2.57307 & -3.10223 \tabularnewline
154 & 118.4 & 113.458 & 107.304 & 6.15419 & 4.94164 \tabularnewline
155 & 111.8 & 109.022 & 107.483 & 1.53875 & 2.77791 \tabularnewline
156 & 105 & 108.407 & 107.233 & 1.17405 & -3.40738 \tabularnewline
157 & 104.9 & 102.497 & 107.279 & -4.78208 & 2.40291 \tabularnewline
158 & 96.5 & 99.702 & 107.308 & -7.60634 & -3.20199 \tabularnewline
159 & 106.3 & 109.406 & 107.012 & 2.3931 & -3.1056 \tabularnewline
160 & 105.6 & 106.088 & 106.833 & -0.744917 & -0.488417 \tabularnewline
161 & 109.3 & 106.024 & 106.371 & -0.34674 & 3.27591 \tabularnewline
162 & 105.1 & 108.657 & 106.096 & 2.56107 & -3.55691 \tabularnewline
163 & 111.5 & 104.077 & 105.933 & -1.8561 & 7.42277 \tabularnewline
164 & 103.1 & 104.688 & 105.746 & -1.05806 & -1.58777 \tabularnewline
165 & 106.5 & 108.265 & 105.692 & 2.57307 & -1.76473 \tabularnewline
166 & 114.4 & 111.913 & 105.758 & 6.15419 & 2.48747 \tabularnewline
167 & 104.7 & 107.264 & 105.725 & 1.53875 & -2.56375 \tabularnewline
168 & 105.5 & 106.912 & 105.738 & 1.17405 & -1.41155 \tabularnewline
169 & 100.5 & 100.939 & 105.721 & -4.78208 & -0.438754 \tabularnewline
170 & 96.4 & 97.8728 & 105.479 & -7.60634 & -1.47282 \tabularnewline
171 & 105.1 & 108.068 & 105.675 & 2.3931 & -2.9681 \tabularnewline
172 & 108.4 & 105.251 & 105.996 & -0.744917 & 3.14908 \tabularnewline
173 & 105.7 & 105.724 & 106.071 & -0.34674 & -0.0240936 \tabularnewline
174 & 109 & 108.849 & 106.287 & 2.56107 & 0.151427 \tabularnewline
175 & 107.2 & 104.652 & 106.508 & -1.8561 & 2.54777 \tabularnewline
176 & 101.6 & 105.554 & 106.612 & -1.05806 & -3.95444 \tabularnewline
177 & 112.7 & 109.531 & 106.958 & 2.57307 & 3.1686 \tabularnewline
178 & 115.9 & 113.421 & 107.267 & 6.15419 & 2.47914 \tabularnewline
179 & 105 & 108.76 & 107.221 & 1.53875 & -3.75959 \tabularnewline
180 & 110.4 & 108.578 & 107.404 & 1.17405 & 1.82179 \tabularnewline
181 & 100.9 & 103.035 & 107.817 & -4.78208 & -2.13459 \tabularnewline
182 & 98.5 & 100.494 & 108.1 & -7.60634 & -1.99366 \tabularnewline
183 & 111.3 & 110.664 & 108.271 & 2.3931 & 0.636063 \tabularnewline
184 & 109.6 & 107.609 & 108.354 & -0.744917 & 1.99075 \tabularnewline
185 & 103.4 & 108.374 & 108.721 & -0.34674 & -4.97409 \tabularnewline
186 & 115.7 & 111.732 & 109.171 & 2.56107 & 3.96809 \tabularnewline
187 & 110.4 & 107.515 & 109.371 & -1.8561 & 2.88527 \tabularnewline
188 & 105.2 & 108.717 & 109.775 & -1.05806 & -3.51694 \tabularnewline
189 & 113.2 & 112.977 & 110.404 & 2.57307 & 0.222766 \tabularnewline
190 & 117.4 & 117.013 & 110.858 & 6.15419 & 0.387472 \tabularnewline
191 & 112.3 & 113.051 & 111.512 & 1.53875 & -0.751254 \tabularnewline
192 & 113.9 & 113.295 & 112.121 & 1.17405 & 0.605119 \tabularnewline
193 & 102.2 & 107.297 & 112.079 & -4.78208 & -5.09709 \tabularnewline
194 & 106.9 & 104.677 & 112.283 & -7.60634 & 2.22301 \tabularnewline
195 & 118 & 115.222 & 112.829 & 2.3931 & 2.77773 \tabularnewline
196 & 113.8 & 112.143 & 112.887 & -0.744917 & 1.65742 \tabularnewline
197 & 114.9 & 112.624 & 112.971 & -0.34674 & 2.27591 \tabularnewline
198 & 118.8 & 115.84 & 113.279 & 2.56107 & 2.95976 \tabularnewline
199 & 106.3 & 111.715 & 113.571 & -1.8561 & -5.41473 \tabularnewline
200 & 114.2 & 112.642 & 113.7 & -1.05806 & 1.55806 \tabularnewline
201 & 117.3 & 116.348 & 113.775 & 2.57307 & 0.951933 \tabularnewline
202 & 114.7 & 119.804 & 113.65 & 6.15419 & -5.10419 \tabularnewline
203 & 117 & 115.139 & 113.6 & 1.53875 & 1.86125 \tabularnewline
204 & 116.6 & 115.066 & 113.892 & 1.17405 & 1.53429 \tabularnewline
205 & 106.5 & 109.305 & 114.088 & -4.78208 & -2.80542 \tabularnewline
206 & 105.7 & 106.619 & 114.225 & -7.60634 & -0.918656 \tabularnewline
207 & 121 & NA & NA & 2.3931 & NA \tabularnewline
208 & 107.8 & NA & NA & -0.744917 & NA \tabularnewline
209 & 119.7 & NA & NA & -0.34674 & NA \tabularnewline
210 & 121 & NA & NA & 2.56107 & NA \tabularnewline
211 & 108.8 & NA & NA & -1.8561 & NA \tabularnewline
212 & 115 & NA & NA & -1.05806 & NA \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=310374&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]57.7[/C][C]NA[/C][C]NA[/C][C]-4.78208[/C][C]NA[/C][/ROW]
[ROW][C]2[/C][C]60.1[/C][C]NA[/C][C]NA[/C][C]-7.60634[/C][C]NA[/C][/ROW]
[ROW][C]3[/C][C]66.5[/C][C]NA[/C][C]NA[/C][C]2.3931[/C][C]NA[/C][/ROW]
[ROW][C]4[/C][C]63.4[/C][C]NA[/C][C]NA[/C][C]-0.744917[/C][C]NA[/C][/ROW]
[ROW][C]5[/C][C]71.4[/C][C]NA[/C][C]NA[/C][C]-0.34674[/C][C]NA[/C][/ROW]
[ROW][C]6[/C][C]68.5[/C][C]NA[/C][C]NA[/C][C]2.56107[/C][C]NA[/C][/ROW]
[ROW][C]7[/C][C]61.6[/C][C]65.7064[/C][C]67.5625[/C][C]-1.8561[/C][C]-4.1064[/C][/ROW]
[ROW][C]8[/C][C]68.3[/C][C]67.0586[/C][C]68.1167[/C][C]-1.05806[/C][C]1.24139[/C][/ROW]
[ROW][C]9[/C][C]69.3[/C][C]71.1106[/C][C]68.5375[/C][C]2.57307[/C][C]-1.81057[/C][/ROW]
[ROW][C]10[/C][C]76.1[/C][C]75.1334[/C][C]68.9792[/C][C]6.15419[/C][C]0.966639[/C][/ROW]
[ROW][C]11[/C][C]73.3[/C][C]70.8138[/C][C]69.275[/C][C]1.53875[/C][C]2.48625[/C][/ROW]
[ROW][C]12[/C][C]69.7[/C][C]70.7574[/C][C]69.5833[/C][C]1.17405[/C][C]-1.05738[/C][/ROW]
[ROW][C]13[/C][C]67.4[/C][C]65.4054[/C][C]70.1875[/C][C]-4.78208[/C][C]1.99458[/C][/ROW]
[ROW][C]14[/C][C]63.7[/C][C]63.3062[/C][C]70.9125[/C][C]-7.60634[/C][C]0.393844[/C][/ROW]
[ROW][C]15[/C][C]73[/C][C]73.7431[/C][C]71.35[/C][C]2.3931[/C][C]-0.743104[/C][/ROW]
[ROW][C]16[/C][C]67.5[/C][C]70.9009[/C][C]71.6458[/C][C]-0.744917[/C][C]-3.40092[/C][/ROW]
[ROW][C]17[/C][C]74.4[/C][C]71.5491[/C][C]71.8958[/C][C]-0.34674[/C][C]2.85091[/C][/ROW]
[ROW][C]18[/C][C]72.9[/C][C]74.5986[/C][C]72.0375[/C][C]2.56107[/C][C]-1.69857[/C][/ROW]
[ROW][C]19[/C][C]71.7[/C][C]70.3689[/C][C]72.225[/C][C]-1.8561[/C][C]1.3311[/C][/ROW]
[ROW][C]20[/C][C]75.6[/C][C]71.4586[/C][C]72.5167[/C][C]-1.05806[/C][C]4.14139[/C][/ROW]
[ROW][C]21[/C][C]72.5[/C][C]75.2939[/C][C]72.7208[/C][C]2.57307[/C][C]-2.7939[/C][/ROW]
[ROW][C]22[/C][C]80[/C][C]79.1584[/C][C]73.0042[/C][C]6.15419[/C][C]0.841639[/C][/ROW]
[ROW][C]23[/C][C]75.4[/C][C]74.7638[/C][C]73.225[/C][C]1.53875[/C][C]0.636246[/C][/ROW]
[ROW][C]24[/C][C]71[/C][C]74.3865[/C][C]73.2125[/C][C]1.17405[/C][C]-3.38655[/C][/ROW]
[ROW][C]25[/C][C]70.6[/C][C]68.5304[/C][C]73.3125[/C][C]-4.78208[/C][C]2.06958[/C][/ROW]
[ROW][C]26[/C][C]67.5[/C][C]65.6937[/C][C]73.3[/C][C]-7.60634[/C][C]1.80634[/C][/ROW]
[ROW][C]27[/C][C]74.1[/C][C]75.7306[/C][C]73.3375[/C][C]2.3931[/C][C]-1.6306[/C][/ROW]
[ROW][C]28[/C][C]73.2[/C][C]72.8092[/C][C]73.5542[/C][C]-0.744917[/C][C]0.39075[/C][/ROW]
[ROW][C]29[/C][C]74[/C][C]73.1991[/C][C]73.5458[/C][C]-0.34674[/C][C]0.800906[/C][/ROW]
[ROW][C]30[/C][C]73[/C][C]76.2777[/C][C]73.7167[/C][C]2.56107[/C][C]-3.27774[/C][/ROW]
[ROW][C]31[/C][C]74[/C][C]72.2356[/C][C]74.0917[/C][C]-1.8561[/C][C]1.76443[/C][/ROW]
[ROW][C]32[/C][C]73[/C][C]73.2794[/C][C]74.3375[/C][C]-1.05806[/C][C]-0.27944[/C][/ROW]
[ROW][C]33[/C][C]76[/C][C]77.0564[/C][C]74.4833[/C][C]2.57307[/C][C]-1.0564[/C][/ROW]
[ROW][C]34[/C][C]81.7[/C][C]80.8125[/C][C]74.6583[/C][C]6.15419[/C][C]0.887472[/C][/ROW]
[ROW][C]35[/C][C]73.5[/C][C]76.2929[/C][C]74.7542[/C][C]1.53875[/C][C]-2.79292[/C][/ROW]
[ROW][C]36[/C][C]77[/C][C]75.999[/C][C]74.825[/C][C]1.17405[/C][C]1.00095[/C][/ROW]
[ROW][C]37[/C][C]73.6[/C][C]70.3138[/C][C]75.0958[/C][C]-4.78208[/C][C]3.28625[/C][/ROW]
[ROW][C]38[/C][C]70.4[/C][C]67.6603[/C][C]75.2667[/C][C]-7.60634[/C][C]2.73968[/C][/ROW]
[ROW][C]39[/C][C]74.7[/C][C]77.7889[/C][C]75.3958[/C][C]2.3931[/C][C]-3.08894[/C][/ROW]
[ROW][C]40[/C][C]76.8[/C][C]74.8634[/C][C]75.6083[/C][C]-0.744917[/C][C]1.93658[/C][/ROW]
[ROW][C]41[/C][C]72.7[/C][C]75.4074[/C][C]75.7542[/C][C]-0.34674[/C][C]-2.70743[/C][/ROW]
[ROW][C]42[/C][C]76[/C][C]78.4152[/C][C]75.8542[/C][C]2.56107[/C][C]-2.41524[/C][/ROW]
[ROW][C]43[/C][C]77.5[/C][C]74.0231[/C][C]75.8792[/C][C]-1.8561[/C][C]3.47693[/C][/ROW]
[ROW][C]44[/C][C]73.6[/C][C]74.8211[/C][C]75.8792[/C][C]-1.05806[/C][C]-1.22111[/C][/ROW]
[ROW][C]45[/C][C]78.5[/C][C]78.8939[/C][C]76.3208[/C][C]2.57307[/C][C]-0.393901[/C][/ROW]
[ROW][C]46[/C][C]84.3[/C][C]82.975[/C][C]76.8208[/C][C]6.15419[/C][C]1.32497[/C][/ROW]
[ROW][C]47[/C][C]74.4[/C][C]78.6013[/C][C]77.0625[/C][C]1.53875[/C][C]-4.20125[/C][/ROW]
[ROW][C]48[/C][C]78.5[/C][C]78.7532[/C][C]77.5792[/C][C]1.17405[/C][C]-0.253214[/C][/ROW]
[ROW][C]49[/C][C]72.7[/C][C]73.1513[/C][C]77.9333[/C][C]-4.78208[/C][C]-0.451254[/C][/ROW]
[ROW][C]50[/C][C]71.3[/C][C]70.5228[/C][C]78.1292[/C][C]-7.60634[/C][C]0.777178[/C][/ROW]
[ROW][C]51[/C][C]84.4[/C][C]80.9931[/C][C]78.6[/C][C]2.3931[/C][C]3.4069[/C][/ROW]
[ROW][C]52[/C][C]79.1[/C][C]78.0884[/C][C]78.8333[/C][C]-0.744917[/C][C]1.01158[/C][/ROW]
[ROW][C]53[/C][C]76.2[/C][C]78.7991[/C][C]79.1458[/C][C]-0.34674[/C][C]-2.59909[/C][/ROW]
[ROW][C]54[/C][C]84.9[/C][C]82.3236[/C][C]79.7625[/C][C]2.56107[/C][C]2.57643[/C][/ROW]
[ROW][C]55[/C][C]77.1[/C][C]78.3231[/C][C]80.1792[/C][C]-1.8561[/C][C]-1.22307[/C][/ROW]
[ROW][C]56[/C][C]78.7[/C][C]79.2961[/C][C]80.3542[/C][C]-1.05806[/C][C]-0.596107[/C][/ROW]
[ROW][C]57[/C][C]84.7[/C][C]82.9147[/C][C]80.3417[/C][C]2.57307[/C][C]1.78527[/C][/ROW]
[ROW][C]58[/C][C]83.7[/C][C]86.4917[/C][C]80.3375[/C][C]6.15419[/C][C]-2.79169[/C][/ROW]
[ROW][C]59[/C][C]82.5[/C][C]82.1263[/C][C]80.5875[/C][C]1.53875[/C][C]0.373746[/C][/ROW]
[ROW][C]60[/C][C]85.2[/C][C]82.0115[/C][C]80.8375[/C][C]1.17405[/C][C]3.18845[/C][/ROW]
[ROW][C]61[/C][C]76[/C][C]76.0554[/C][C]80.8375[/C][C]-4.78208[/C][C]-0.0554202[/C][/ROW]
[ROW][C]62[/C][C]72.2[/C][C]73.402[/C][C]81.0083[/C][C]-7.60634[/C][C]-1.20199[/C][/ROW]
[ROW][C]63[/C][C]83.2[/C][C]83.7514[/C][C]81.3583[/C][C]2.3931[/C][C]-0.551437[/C][/ROW]
[ROW][C]64[/C][C]80.2[/C][C]80.8009[/C][C]81.5458[/C][C]-0.744917[/C][C]-0.600917[/C][/ROW]
[ROW][C]65[/C][C]81.1[/C][C]81.4866[/C][C]81.8333[/C][C]-0.34674[/C][C]-0.386594[/C][/ROW]
[ROW][C]66[/C][C]86[/C][C]84.7194[/C][C]82.1583[/C][C]2.56107[/C][C]1.28059[/C][/ROW]
[ROW][C]67[/C][C]76[/C][C]80.5397[/C][C]82.3958[/C][C]-1.8561[/C][C]-4.53973[/C][/ROW]
[ROW][C]68[/C][C]83.9[/C][C]81.6086[/C][C]82.6667[/C][C]-1.05806[/C][C]2.29139[/C][/ROW]
[ROW][C]69[/C][C]87.9[/C][C]85.5356[/C][C]82.9625[/C][C]2.57307[/C][C]2.36443[/C][/ROW]
[ROW][C]70[/C][C]85[/C][C]89.2584[/C][C]83.1042[/C][C]6.15419[/C][C]-4.25836[/C][/ROW]
[ROW][C]71[/C][C]88.1[/C][C]84.8846[/C][C]83.3458[/C][C]1.53875[/C][C]3.21541[/C][/ROW]
[ROW][C]72[/C][C]87.4[/C][C]84.9199[/C][C]83.7458[/C][C]1.17405[/C][C]2.48012[/C][/ROW]
[ROW][C]73[/C][C]79.5[/C][C]79.3846[/C][C]84.1667[/C][C]-4.78208[/C][C]0.115413[/C][/ROW]
[ROW][C]74[/C][C]75.2[/C][C]77.0353[/C][C]84.6417[/C][C]-7.60634[/C][C]-1.83532[/C][/ROW]
[ROW][C]75[/C][C]87.3[/C][C]87.2598[/C][C]84.8667[/C][C]2.3931[/C][C]0.0402293[/C][/ROW]
[ROW][C]76[/C][C]79.5[/C][C]84.5342[/C][C]85.2792[/C][C]-0.744917[/C][C]-5.03425[/C][/ROW]
[ROW][C]77[/C][C]87.6[/C][C]85.4533[/C][C]85.8[/C][C]-0.34674[/C][C]2.14674[/C][/ROW]
[ROW][C]78[/C][C]89.1[/C][C]88.5027[/C][C]85.9417[/C][C]2.56107[/C][C]0.597261[/C][/ROW]
[ROW][C]79[/C][C]83[/C][C]84.4231[/C][C]86.2792[/C][C]-1.8561[/C][C]-1.42307[/C][/ROW]
[ROW][C]80[/C][C]88.3[/C][C]85.8086[/C][C]86.8667[/C][C]-1.05806[/C][C]2.49139[/C][/ROW]
[ROW][C]81[/C][C]88.9[/C][C]89.9481[/C][C]87.375[/C][C]2.57307[/C][C]-1.04807[/C][/ROW]
[ROW][C]82[/C][C]93.9[/C][C]94.1292[/C][C]87.975[/C][C]6.15419[/C][C]-0.229195[/C][/ROW]
[ROW][C]83[/C][C]91.7[/C][C]90.0054[/C][C]88.4667[/C][C]1.53875[/C][C]1.69458[/C][/ROW]
[ROW][C]84[/C][C]87.2[/C][C]89.9949[/C][C]88.8208[/C][C]1.17405[/C][C]-2.79488[/C][/ROW]
[ROW][C]85[/C][C]87.8[/C][C]84.5054[/C][C]89.2875[/C][C]-4.78208[/C][C]3.29458[/C][/ROW]
[ROW][C]86[/C][C]81[/C][C]82.1603[/C][C]89.7667[/C][C]-7.60634[/C][C]-1.16032[/C][/ROW]
[ROW][C]87[/C][C]93.7[/C][C]92.5306[/C][C]90.1375[/C][C]2.3931[/C][C]1.1694[/C][/ROW]
[ROW][C]88[/C][C]87.5[/C][C]89.9801[/C][C]90.725[/C][C]-0.744917[/C][C]-2.48008[/C][/ROW]
[ROW][C]89[/C][C]91.4[/C][C]91.1449[/C][C]91.4917[/C][C]-0.34674[/C][C]0.255073[/C][/ROW]
[ROW][C]90[/C][C]93.8[/C][C]94.6527[/C][C]92.0917[/C][C]2.56107[/C][C]-0.852739[/C][/ROW]
[ROW][C]91[/C][C]89.5[/C][C]90.9606[/C][C]92.8167[/C][C]-1.8561[/C][C]-1.46057[/C][/ROW]
[ROW][C]92[/C][C]93.3[/C][C]92.7336[/C][C]93.7917[/C][C]-1.05806[/C][C]0.566393[/C][/ROW]
[ROW][C]93[/C][C]92.8[/C][C]96.9564[/C][C]94.3833[/C][C]2.57307[/C][C]-4.1564[/C][/ROW]
[ROW][C]94[/C][C]104.1[/C][C]101.25[/C][C]95.0958[/C][C]6.15419[/C][C]2.84997[/C][/ROW]
[ROW][C]95[/C][C]99.9[/C][C]97.5721[/C][C]96.0333[/C][C]1.53875[/C][C]2.32791[/C][/ROW]
[ROW][C]96[/C][C]93.4[/C][C]97.6907[/C][C]96.5167[/C][C]1.17405[/C][C]-4.29071[/C][/ROW]
[ROW][C]97[/C][C]99[/C][C]92.4096[/C][C]97.1917[/C][C]-4.78208[/C][C]6.59041[/C][/ROW]
[ROW][C]98[/C][C]93.2[/C][C]90.152[/C][C]97.7583[/C][C]-7.60634[/C][C]3.04801[/C][/ROW]
[ROW][C]99[/C][C]95.7[/C][C]100.714[/C][C]98.3208[/C][C]2.3931[/C][C]-5.01394[/C][/ROW]
[ROW][C]100[/C][C]102.6[/C][C]98.2509[/C][C]98.9958[/C][C]-0.744917[/C][C]4.34908[/C][/ROW]
[ROW][C]101[/C][C]98.8[/C][C]98.7074[/C][C]99.0542[/C][C]-0.34674[/C][C]0.092573[/C][/ROW]
[ROW][C]102[/C][C]98[/C][C]101.865[/C][C]99.3042[/C][C]2.56107[/C][C]-3.86524[/C][/ROW]
[ROW][C]103[/C][C]101.5[/C][C]97.4772[/C][C]99.3333[/C][C]-1.8561[/C][C]4.02277[/C][/ROW]
[ROW][C]104[/C][C]94.9[/C][C]97.7836[/C][C]98.8417[/C][C]-1.05806[/C][C]-2.88361[/C][/ROW]
[ROW][C]105[/C][C]104.7[/C][C]101.44[/C][C]98.8667[/C][C]2.57307[/C][C]3.26027[/C][/ROW]
[ROW][C]106[/C][C]108.4[/C][C]105.054[/C][C]98.9[/C][C]6.15419[/C][C]3.34581[/C][/ROW]
[ROW][C]107[/C][C]97[/C][C]100.097[/C][C]98.5583[/C][C]1.53875[/C][C]-3.09709[/C][/ROW]
[ROW][C]108[/C][C]102.3[/C][C]99.7407[/C][C]98.5667[/C][C]1.17405[/C][C]2.55929[/C][/ROW]
[ROW][C]109[/C][C]90.8[/C][C]93.9221[/C][C]98.7042[/C][C]-4.78208[/C][C]-3.12209[/C][/ROW]
[ROW][C]110[/C][C]89.6[/C][C]91.027[/C][C]98.6333[/C][C]-7.60634[/C][C]-1.42699[/C][/ROW]
[ROW][C]111[/C][C]99.9[/C][C]100.914[/C][C]98.5208[/C][C]2.3931[/C][C]-1.01394[/C][/ROW]
[ROW][C]112[/C][C]99.2[/C][C]97.4467[/C][C]98.1917[/C][C]-0.744917[/C][C]1.75325[/C][/ROW]
[ROW][C]113[/C][C]94[/C][C]97.6699[/C][C]98.0167[/C][C]-0.34674[/C][C]-3.66993[/C][/ROW]
[ROW][C]114[/C][C]103[/C][C]100.569[/C][C]98.0083[/C][C]2.56107[/C][C]2.43059[/C][/ROW]
[ROW][C]115[/C][C]99.8[/C][C]95.9939[/C][C]97.85[/C][C]-1.8561[/C][C]3.8061[/C][/ROW]
[ROW][C]116[/C][C]94.9[/C][C]96.7128[/C][C]97.7708[/C][C]-1.05806[/C][C]-1.81277[/C][/ROW]
[ROW][C]117[/C][C]102[/C][C]100.606[/C][C]98.0333[/C][C]2.57307[/C][C]1.3936[/C][/ROW]
[ROW][C]118[/C][C]103.2[/C][C]104.429[/C][C]98.275[/C][C]6.15419[/C][C]-1.22919[/C][/ROW]
[ROW][C]119[/C][C]98[/C][C]99.8346[/C][C]98.2958[/C][C]1.53875[/C][C]-1.83459[/C][/ROW]
[ROW][C]120[/C][C]101.1[/C][C]99.6032[/C][C]98.4292[/C][C]1.17405[/C][C]1.49679[/C][/ROW]
[ROW][C]121[/C][C]88.2[/C][C]93.6929[/C][C]98.475[/C][C]-4.78208[/C][C]-5.49292[/C][/ROW]
[ROW][C]122[/C][C]90.3[/C][C]90.9645[/C][C]98.5708[/C][C]-7.60634[/C][C]-0.664489[/C][/ROW]
[ROW][C]123[/C][C]105.5[/C][C]101.214[/C][C]98.8208[/C][C]2.3931[/C][C]4.28606[/C][/ROW]
[ROW][C]124[/C][C]99.4[/C][C]98.2009[/C][C]98.9458[/C][C]-0.744917[/C][C]1.19908[/C][/ROW]
[ROW][C]125[/C][C]94.3[/C][C]98.9658[/C][C]99.3125[/C][C]-0.34674[/C][C]-4.66576[/C][/ROW]
[ROW][C]126[/C][C]105.9[/C][C]102.378[/C][C]99.8167[/C][C]2.56107[/C][C]3.52226[/C][/ROW]
[ROW][C]127[/C][C]98[/C][C]98.5272[/C][C]100.383[/C][C]-1.8561[/C][C]-0.527234[/C][/ROW]
[ROW][C]128[/C][C]99[/C][C]99.9211[/C][C]100.979[/C][C]-1.05806[/C][C]-0.921107[/C][/ROW]
[ROW][C]129[/C][C]103.9[/C][C]103.973[/C][C]101.4[/C][C]2.57307[/C][C]-0.0730673[/C][/ROW]
[ROW][C]130[/C][C]104.3[/C][C]107.904[/C][C]101.75[/C][C]6.15419[/C][C]-3.60419[/C][/ROW]
[ROW][C]131[/C][C]105.7[/C][C]104.085[/C][C]102.546[/C][C]1.53875[/C][C]1.61541[/C][/ROW]
[ROW][C]132[/C][C]105.5[/C][C]104.307[/C][C]103.133[/C][C]1.17405[/C][C]1.19262[/C][/ROW]
[ROW][C]133[/C][C]97.4[/C][C]98.2221[/C][C]103.004[/C][C]-4.78208[/C][C]-0.822087[/C][/ROW]
[ROW][C]134[/C][C]95.4[/C][C]95.6103[/C][C]103.217[/C][C]-7.60634[/C][C]-0.210322[/C][/ROW]
[ROW][C]135[/C][C]110.5[/C][C]106.193[/C][C]103.8[/C][C]2.3931[/C][C]4.3069[/C][/ROW]
[ROW][C]136[/C][C]102.8[/C][C]103.538[/C][C]104.283[/C][C]-0.744917[/C][C]-0.738417[/C][/ROW]
[ROW][C]137[/C][C]110[/C][C]104.253[/C][C]104.6[/C][C]-0.34674[/C][C]5.74674[/C][/ROW]
[ROW][C]138[/C][C]104.3[/C][C]107.394[/C][C]104.833[/C][C]2.56107[/C][C]-3.09441[/C][/ROW]
[ROW][C]139[/C][C]96.5[/C][C]103.273[/C][C]105.129[/C][C]-1.8561[/C][C]-6.77307[/C][/ROW]
[ROW][C]140[/C][C]105.6[/C][C]104.567[/C][C]105.625[/C][C]-1.05806[/C][C]1.03306[/C][/ROW]
[ROW][C]141[/C][C]111.3[/C][C]108.502[/C][C]105.929[/C][C]2.57307[/C][C]2.79777[/C][/ROW]
[ROW][C]142[/C][C]108.5[/C][C]112.05[/C][C]105.896[/C][C]6.15419[/C][C]-3.55003[/C][/ROW]
[ROW][C]143[/C][C]109.1[/C][C]107.343[/C][C]105.804[/C][C]1.53875[/C][C]1.75708[/C][/ROW]
[ROW][C]144[/C][C]107.7[/C][C]107.232[/C][C]106.058[/C][C]1.17405[/C][C]0.467619[/C][/ROW]
[ROW][C]145[/C][C]102.3[/C][C]101.889[/C][C]106.671[/C][C]-4.78208[/C][C]0.411246[/C][/ROW]
[ROW][C]146[/C][C]102.4[/C][C]99.5562[/C][C]107.162[/C][C]-7.60634[/C][C]2.84384[/C][/ROW]
[ROW][C]147[/C][C]110.8[/C][C]109.547[/C][C]107.154[/C][C]2.3931[/C][C]1.25273[/C][/ROW]
[ROW][C]148[/C][C]101.7[/C][C]106.634[/C][C]107.379[/C][C]-0.744917[/C][C]-4.93425[/C][/ROW]
[ROW][C]149[/C][C]108.9[/C][C]107.557[/C][C]107.904[/C][C]-0.34674[/C][C]1.34257[/C][/ROW]
[ROW][C]150[/C][C]111.5[/C][C]110.465[/C][C]107.904[/C][C]2.56107[/C][C]1.03476[/C][/ROW]
[ROW][C]151[/C][C]104[/C][C]106.044[/C][C]107.9[/C][C]-1.8561[/C][C]-2.0439[/C][/ROW]
[ROW][C]152[/C][C]109.9[/C][C]106.704[/C][C]107.762[/C][C]-1.05806[/C][C]3.19556[/C][/ROW]
[ROW][C]153[/C][C]106.8[/C][C]109.902[/C][C]107.329[/C][C]2.57307[/C][C]-3.10223[/C][/ROW]
[ROW][C]154[/C][C]118.4[/C][C]113.458[/C][C]107.304[/C][C]6.15419[/C][C]4.94164[/C][/ROW]
[ROW][C]155[/C][C]111.8[/C][C]109.022[/C][C]107.483[/C][C]1.53875[/C][C]2.77791[/C][/ROW]
[ROW][C]156[/C][C]105[/C][C]108.407[/C][C]107.233[/C][C]1.17405[/C][C]-3.40738[/C][/ROW]
[ROW][C]157[/C][C]104.9[/C][C]102.497[/C][C]107.279[/C][C]-4.78208[/C][C]2.40291[/C][/ROW]
[ROW][C]158[/C][C]96.5[/C][C]99.702[/C][C]107.308[/C][C]-7.60634[/C][C]-3.20199[/C][/ROW]
[ROW][C]159[/C][C]106.3[/C][C]109.406[/C][C]107.012[/C][C]2.3931[/C][C]-3.1056[/C][/ROW]
[ROW][C]160[/C][C]105.6[/C][C]106.088[/C][C]106.833[/C][C]-0.744917[/C][C]-0.488417[/C][/ROW]
[ROW][C]161[/C][C]109.3[/C][C]106.024[/C][C]106.371[/C][C]-0.34674[/C][C]3.27591[/C][/ROW]
[ROW][C]162[/C][C]105.1[/C][C]108.657[/C][C]106.096[/C][C]2.56107[/C][C]-3.55691[/C][/ROW]
[ROW][C]163[/C][C]111.5[/C][C]104.077[/C][C]105.933[/C][C]-1.8561[/C][C]7.42277[/C][/ROW]
[ROW][C]164[/C][C]103.1[/C][C]104.688[/C][C]105.746[/C][C]-1.05806[/C][C]-1.58777[/C][/ROW]
[ROW][C]165[/C][C]106.5[/C][C]108.265[/C][C]105.692[/C][C]2.57307[/C][C]-1.76473[/C][/ROW]
[ROW][C]166[/C][C]114.4[/C][C]111.913[/C][C]105.758[/C][C]6.15419[/C][C]2.48747[/C][/ROW]
[ROW][C]167[/C][C]104.7[/C][C]107.264[/C][C]105.725[/C][C]1.53875[/C][C]-2.56375[/C][/ROW]
[ROW][C]168[/C][C]105.5[/C][C]106.912[/C][C]105.738[/C][C]1.17405[/C][C]-1.41155[/C][/ROW]
[ROW][C]169[/C][C]100.5[/C][C]100.939[/C][C]105.721[/C][C]-4.78208[/C][C]-0.438754[/C][/ROW]
[ROW][C]170[/C][C]96.4[/C][C]97.8728[/C][C]105.479[/C][C]-7.60634[/C][C]-1.47282[/C][/ROW]
[ROW][C]171[/C][C]105.1[/C][C]108.068[/C][C]105.675[/C][C]2.3931[/C][C]-2.9681[/C][/ROW]
[ROW][C]172[/C][C]108.4[/C][C]105.251[/C][C]105.996[/C][C]-0.744917[/C][C]3.14908[/C][/ROW]
[ROW][C]173[/C][C]105.7[/C][C]105.724[/C][C]106.071[/C][C]-0.34674[/C][C]-0.0240936[/C][/ROW]
[ROW][C]174[/C][C]109[/C][C]108.849[/C][C]106.287[/C][C]2.56107[/C][C]0.151427[/C][/ROW]
[ROW][C]175[/C][C]107.2[/C][C]104.652[/C][C]106.508[/C][C]-1.8561[/C][C]2.54777[/C][/ROW]
[ROW][C]176[/C][C]101.6[/C][C]105.554[/C][C]106.612[/C][C]-1.05806[/C][C]-3.95444[/C][/ROW]
[ROW][C]177[/C][C]112.7[/C][C]109.531[/C][C]106.958[/C][C]2.57307[/C][C]3.1686[/C][/ROW]
[ROW][C]178[/C][C]115.9[/C][C]113.421[/C][C]107.267[/C][C]6.15419[/C][C]2.47914[/C][/ROW]
[ROW][C]179[/C][C]105[/C][C]108.76[/C][C]107.221[/C][C]1.53875[/C][C]-3.75959[/C][/ROW]
[ROW][C]180[/C][C]110.4[/C][C]108.578[/C][C]107.404[/C][C]1.17405[/C][C]1.82179[/C][/ROW]
[ROW][C]181[/C][C]100.9[/C][C]103.035[/C][C]107.817[/C][C]-4.78208[/C][C]-2.13459[/C][/ROW]
[ROW][C]182[/C][C]98.5[/C][C]100.494[/C][C]108.1[/C][C]-7.60634[/C][C]-1.99366[/C][/ROW]
[ROW][C]183[/C][C]111.3[/C][C]110.664[/C][C]108.271[/C][C]2.3931[/C][C]0.636063[/C][/ROW]
[ROW][C]184[/C][C]109.6[/C][C]107.609[/C][C]108.354[/C][C]-0.744917[/C][C]1.99075[/C][/ROW]
[ROW][C]185[/C][C]103.4[/C][C]108.374[/C][C]108.721[/C][C]-0.34674[/C][C]-4.97409[/C][/ROW]
[ROW][C]186[/C][C]115.7[/C][C]111.732[/C][C]109.171[/C][C]2.56107[/C][C]3.96809[/C][/ROW]
[ROW][C]187[/C][C]110.4[/C][C]107.515[/C][C]109.371[/C][C]-1.8561[/C][C]2.88527[/C][/ROW]
[ROW][C]188[/C][C]105.2[/C][C]108.717[/C][C]109.775[/C][C]-1.05806[/C][C]-3.51694[/C][/ROW]
[ROW][C]189[/C][C]113.2[/C][C]112.977[/C][C]110.404[/C][C]2.57307[/C][C]0.222766[/C][/ROW]
[ROW][C]190[/C][C]117.4[/C][C]117.013[/C][C]110.858[/C][C]6.15419[/C][C]0.387472[/C][/ROW]
[ROW][C]191[/C][C]112.3[/C][C]113.051[/C][C]111.512[/C][C]1.53875[/C][C]-0.751254[/C][/ROW]
[ROW][C]192[/C][C]113.9[/C][C]113.295[/C][C]112.121[/C][C]1.17405[/C][C]0.605119[/C][/ROW]
[ROW][C]193[/C][C]102.2[/C][C]107.297[/C][C]112.079[/C][C]-4.78208[/C][C]-5.09709[/C][/ROW]
[ROW][C]194[/C][C]106.9[/C][C]104.677[/C][C]112.283[/C][C]-7.60634[/C][C]2.22301[/C][/ROW]
[ROW][C]195[/C][C]118[/C][C]115.222[/C][C]112.829[/C][C]2.3931[/C][C]2.77773[/C][/ROW]
[ROW][C]196[/C][C]113.8[/C][C]112.143[/C][C]112.887[/C][C]-0.744917[/C][C]1.65742[/C][/ROW]
[ROW][C]197[/C][C]114.9[/C][C]112.624[/C][C]112.971[/C][C]-0.34674[/C][C]2.27591[/C][/ROW]
[ROW][C]198[/C][C]118.8[/C][C]115.84[/C][C]113.279[/C][C]2.56107[/C][C]2.95976[/C][/ROW]
[ROW][C]199[/C][C]106.3[/C][C]111.715[/C][C]113.571[/C][C]-1.8561[/C][C]-5.41473[/C][/ROW]
[ROW][C]200[/C][C]114.2[/C][C]112.642[/C][C]113.7[/C][C]-1.05806[/C][C]1.55806[/C][/ROW]
[ROW][C]201[/C][C]117.3[/C][C]116.348[/C][C]113.775[/C][C]2.57307[/C][C]0.951933[/C][/ROW]
[ROW][C]202[/C][C]114.7[/C][C]119.804[/C][C]113.65[/C][C]6.15419[/C][C]-5.10419[/C][/ROW]
[ROW][C]203[/C][C]117[/C][C]115.139[/C][C]113.6[/C][C]1.53875[/C][C]1.86125[/C][/ROW]
[ROW][C]204[/C][C]116.6[/C][C]115.066[/C][C]113.892[/C][C]1.17405[/C][C]1.53429[/C][/ROW]
[ROW][C]205[/C][C]106.5[/C][C]109.305[/C][C]114.088[/C][C]-4.78208[/C][C]-2.80542[/C][/ROW]
[ROW][C]206[/C][C]105.7[/C][C]106.619[/C][C]114.225[/C][C]-7.60634[/C][C]-0.918656[/C][/ROW]
[ROW][C]207[/C][C]121[/C][C]NA[/C][C]NA[/C][C]2.3931[/C][C]NA[/C][/ROW]
[ROW][C]208[/C][C]107.8[/C][C]NA[/C][C]NA[/C][C]-0.744917[/C][C]NA[/C][/ROW]
[ROW][C]209[/C][C]119.7[/C][C]NA[/C][C]NA[/C][C]-0.34674[/C][C]NA[/C][/ROW]
[ROW][C]210[/C][C]121[/C][C]NA[/C][C]NA[/C][C]2.56107[/C][C]NA[/C][/ROW]
[ROW][C]211[/C][C]108.8[/C][C]NA[/C][C]NA[/C][C]-1.8561[/C][C]NA[/C][/ROW]
[ROW][C]212[/C][C]115[/C][C]NA[/C][C]NA[/C][C]-1.05806[/C][C]NA[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=310374&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=310374&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	57.7	NA	NA	-4.78208	NA
2	60.1	NA	NA	-7.60634	NA
3	66.5	NA	NA	2.3931	NA
4	63.4	NA	NA	-0.744917	NA
5	71.4	NA	NA	-0.34674	NA
6	68.5	NA	NA	2.56107	NA
7	61.6	65.7064	67.5625	-1.8561	-4.1064
8	68.3	67.0586	68.1167	-1.05806	1.24139
9	69.3	71.1106	68.5375	2.57307	-1.81057
10	76.1	75.1334	68.9792	6.15419	0.966639
11	73.3	70.8138	69.275	1.53875	2.48625
12	69.7	70.7574	69.5833	1.17405	-1.05738
13	67.4	65.4054	70.1875	-4.78208	1.99458
14	63.7	63.3062	70.9125	-7.60634	0.393844
15	73	73.7431	71.35	2.3931	-0.743104
16	67.5	70.9009	71.6458	-0.744917	-3.40092
17	74.4	71.5491	71.8958	-0.34674	2.85091
18	72.9	74.5986	72.0375	2.56107	-1.69857
19	71.7	70.3689	72.225	-1.8561	1.3311
20	75.6	71.4586	72.5167	-1.05806	4.14139
21	72.5	75.2939	72.7208	2.57307	-2.7939
22	80	79.1584	73.0042	6.15419	0.841639
23	75.4	74.7638	73.225	1.53875	0.636246
24	71	74.3865	73.2125	1.17405	-3.38655
25	70.6	68.5304	73.3125	-4.78208	2.06958
26	67.5	65.6937	73.3	-7.60634	1.80634
27	74.1	75.7306	73.3375	2.3931	-1.6306
28	73.2	72.8092	73.5542	-0.744917	0.39075
29	74	73.1991	73.5458	-0.34674	0.800906
30	73	76.2777	73.7167	2.56107	-3.27774
31	74	72.2356	74.0917	-1.8561	1.76443
32	73	73.2794	74.3375	-1.05806	-0.27944
33	76	77.0564	74.4833	2.57307	-1.0564
34	81.7	80.8125	74.6583	6.15419	0.887472
35	73.5	76.2929	74.7542	1.53875	-2.79292
36	77	75.999	74.825	1.17405	1.00095
37	73.6	70.3138	75.0958	-4.78208	3.28625
38	70.4	67.6603	75.2667	-7.60634	2.73968
39	74.7	77.7889	75.3958	2.3931	-3.08894
40	76.8	74.8634	75.6083	-0.744917	1.93658
41	72.7	75.4074	75.7542	-0.34674	-2.70743
42	76	78.4152	75.8542	2.56107	-2.41524
43	77.5	74.0231	75.8792	-1.8561	3.47693
44	73.6	74.8211	75.8792	-1.05806	-1.22111
45	78.5	78.8939	76.3208	2.57307	-0.393901
46	84.3	82.975	76.8208	6.15419	1.32497
47	74.4	78.6013	77.0625	1.53875	-4.20125
48	78.5	78.7532	77.5792	1.17405	-0.253214
49	72.7	73.1513	77.9333	-4.78208	-0.451254
50	71.3	70.5228	78.1292	-7.60634	0.777178
51	84.4	80.9931	78.6	2.3931	3.4069
52	79.1	78.0884	78.8333	-0.744917	1.01158
53	76.2	78.7991	79.1458	-0.34674	-2.59909
54	84.9	82.3236	79.7625	2.56107	2.57643
55	77.1	78.3231	80.1792	-1.8561	-1.22307
56	78.7	79.2961	80.3542	-1.05806	-0.596107
57	84.7	82.9147	80.3417	2.57307	1.78527
58	83.7	86.4917	80.3375	6.15419	-2.79169
59	82.5	82.1263	80.5875	1.53875	0.373746
60	85.2	82.0115	80.8375	1.17405	3.18845
61	76	76.0554	80.8375	-4.78208	-0.0554202
62	72.2	73.402	81.0083	-7.60634	-1.20199
63	83.2	83.7514	81.3583	2.3931	-0.551437
64	80.2	80.8009	81.5458	-0.744917	-0.600917
65	81.1	81.4866	81.8333	-0.34674	-0.386594
66	86	84.7194	82.1583	2.56107	1.28059
67	76	80.5397	82.3958	-1.8561	-4.53973
68	83.9	81.6086	82.6667	-1.05806	2.29139
69	87.9	85.5356	82.9625	2.57307	2.36443
70	85	89.2584	83.1042	6.15419	-4.25836
71	88.1	84.8846	83.3458	1.53875	3.21541
72	87.4	84.9199	83.7458	1.17405	2.48012
73	79.5	79.3846	84.1667	-4.78208	0.115413
74	75.2	77.0353	84.6417	-7.60634	-1.83532
75	87.3	87.2598	84.8667	2.3931	0.0402293
76	79.5	84.5342	85.2792	-0.744917	-5.03425
77	87.6	85.4533	85.8	-0.34674	2.14674
78	89.1	88.5027	85.9417	2.56107	0.597261
79	83	84.4231	86.2792	-1.8561	-1.42307
80	88.3	85.8086	86.8667	-1.05806	2.49139
81	88.9	89.9481	87.375	2.57307	-1.04807
82	93.9	94.1292	87.975	6.15419	-0.229195
83	91.7	90.0054	88.4667	1.53875	1.69458
84	87.2	89.9949	88.8208	1.17405	-2.79488
85	87.8	84.5054	89.2875	-4.78208	3.29458
86	81	82.1603	89.7667	-7.60634	-1.16032
87	93.7	92.5306	90.1375	2.3931	1.1694
88	87.5	89.9801	90.725	-0.744917	-2.48008
89	91.4	91.1449	91.4917	-0.34674	0.255073
90	93.8	94.6527	92.0917	2.56107	-0.852739
91	89.5	90.9606	92.8167	-1.8561	-1.46057
92	93.3	92.7336	93.7917	-1.05806	0.566393
93	92.8	96.9564	94.3833	2.57307	-4.1564
94	104.1	101.25	95.0958	6.15419	2.84997
95	99.9	97.5721	96.0333	1.53875	2.32791
96	93.4	97.6907	96.5167	1.17405	-4.29071
97	99	92.4096	97.1917	-4.78208	6.59041
98	93.2	90.152	97.7583	-7.60634	3.04801
99	95.7	100.714	98.3208	2.3931	-5.01394
100	102.6	98.2509	98.9958	-0.744917	4.34908
101	98.8	98.7074	99.0542	-0.34674	0.092573
102	98	101.865	99.3042	2.56107	-3.86524
103	101.5	97.4772	99.3333	-1.8561	4.02277
104	94.9	97.7836	98.8417	-1.05806	-2.88361
105	104.7	101.44	98.8667	2.57307	3.26027
106	108.4	105.054	98.9	6.15419	3.34581
107	97	100.097	98.5583	1.53875	-3.09709
108	102.3	99.7407	98.5667	1.17405	2.55929
109	90.8	93.9221	98.7042	-4.78208	-3.12209
110	89.6	91.027	98.6333	-7.60634	-1.42699
111	99.9	100.914	98.5208	2.3931	-1.01394
112	99.2	97.4467	98.1917	-0.744917	1.75325
113	94	97.6699	98.0167	-0.34674	-3.66993
114	103	100.569	98.0083	2.56107	2.43059
115	99.8	95.9939	97.85	-1.8561	3.8061
116	94.9	96.7128	97.7708	-1.05806	-1.81277
117	102	100.606	98.0333	2.57307	1.3936
118	103.2	104.429	98.275	6.15419	-1.22919
119	98	99.8346	98.2958	1.53875	-1.83459
120	101.1	99.6032	98.4292	1.17405	1.49679
121	88.2	93.6929	98.475	-4.78208	-5.49292
122	90.3	90.9645	98.5708	-7.60634	-0.664489
123	105.5	101.214	98.8208	2.3931	4.28606
124	99.4	98.2009	98.9458	-0.744917	1.19908
125	94.3	98.9658	99.3125	-0.34674	-4.66576
126	105.9	102.378	99.8167	2.56107	3.52226
127	98	98.5272	100.383	-1.8561	-0.527234
128	99	99.9211	100.979	-1.05806	-0.921107
129	103.9	103.973	101.4	2.57307	-0.0730673
130	104.3	107.904	101.75	6.15419	-3.60419
131	105.7	104.085	102.546	1.53875	1.61541
132	105.5	104.307	103.133	1.17405	1.19262
133	97.4	98.2221	103.004	-4.78208	-0.822087
134	95.4	95.6103	103.217	-7.60634	-0.210322
135	110.5	106.193	103.8	2.3931	4.3069
136	102.8	103.538	104.283	-0.744917	-0.738417
137	110	104.253	104.6	-0.34674	5.74674
138	104.3	107.394	104.833	2.56107	-3.09441
139	96.5	103.273	105.129	-1.8561	-6.77307
140	105.6	104.567	105.625	-1.05806	1.03306
141	111.3	108.502	105.929	2.57307	2.79777
142	108.5	112.05	105.896	6.15419	-3.55003
143	109.1	107.343	105.804	1.53875	1.75708
144	107.7	107.232	106.058	1.17405	0.467619
145	102.3	101.889	106.671	-4.78208	0.411246
146	102.4	99.5562	107.162	-7.60634	2.84384
147	110.8	109.547	107.154	2.3931	1.25273
148	101.7	106.634	107.379	-0.744917	-4.93425
149	108.9	107.557	107.904	-0.34674	1.34257
150	111.5	110.465	107.904	2.56107	1.03476
151	104	106.044	107.9	-1.8561	-2.0439
152	109.9	106.704	107.762	-1.05806	3.19556
153	106.8	109.902	107.329	2.57307	-3.10223
154	118.4	113.458	107.304	6.15419	4.94164
155	111.8	109.022	107.483	1.53875	2.77791
156	105	108.407	107.233	1.17405	-3.40738
157	104.9	102.497	107.279	-4.78208	2.40291
158	96.5	99.702	107.308	-7.60634	-3.20199
159	106.3	109.406	107.012	2.3931	-3.1056
160	105.6	106.088	106.833	-0.744917	-0.488417
161	109.3	106.024	106.371	-0.34674	3.27591
162	105.1	108.657	106.096	2.56107	-3.55691
163	111.5	104.077	105.933	-1.8561	7.42277
164	103.1	104.688	105.746	-1.05806	-1.58777
165	106.5	108.265	105.692	2.57307	-1.76473
166	114.4	111.913	105.758	6.15419	2.48747
167	104.7	107.264	105.725	1.53875	-2.56375
168	105.5	106.912	105.738	1.17405	-1.41155
169	100.5	100.939	105.721	-4.78208	-0.438754
170	96.4	97.8728	105.479	-7.60634	-1.47282
171	105.1	108.068	105.675	2.3931	-2.9681
172	108.4	105.251	105.996	-0.744917	3.14908
173	105.7	105.724	106.071	-0.34674	-0.0240936
174	109	108.849	106.287	2.56107	0.151427
175	107.2	104.652	106.508	-1.8561	2.54777
176	101.6	105.554	106.612	-1.05806	-3.95444
177	112.7	109.531	106.958	2.57307	3.1686
178	115.9	113.421	107.267	6.15419	2.47914
179	105	108.76	107.221	1.53875	-3.75959
180	110.4	108.578	107.404	1.17405	1.82179
181	100.9	103.035	107.817	-4.78208	-2.13459
182	98.5	100.494	108.1	-7.60634	-1.99366
183	111.3	110.664	108.271	2.3931	0.636063
184	109.6	107.609	108.354	-0.744917	1.99075
185	103.4	108.374	108.721	-0.34674	-4.97409
186	115.7	111.732	109.171	2.56107	3.96809
187	110.4	107.515	109.371	-1.8561	2.88527
188	105.2	108.717	109.775	-1.05806	-3.51694
189	113.2	112.977	110.404	2.57307	0.222766
190	117.4	117.013	110.858	6.15419	0.387472
191	112.3	113.051	111.512	1.53875	-0.751254
192	113.9	113.295	112.121	1.17405	0.605119
193	102.2	107.297	112.079	-4.78208	-5.09709
194	106.9	104.677	112.283	-7.60634	2.22301
195	118	115.222	112.829	2.3931	2.77773
196	113.8	112.143	112.887	-0.744917	1.65742
197	114.9	112.624	112.971	-0.34674	2.27591
198	118.8	115.84	113.279	2.56107	2.95976
199	106.3	111.715	113.571	-1.8561	-5.41473
200	114.2	112.642	113.7	-1.05806	1.55806
201	117.3	116.348	113.775	2.57307	0.951933
202	114.7	119.804	113.65	6.15419	-5.10419
203	117	115.139	113.6	1.53875	1.86125
204	116.6	115.066	113.892	1.17405	1.53429
205	106.5	109.305	114.088	-4.78208	-2.80542
206	105.7	106.619	114.225	-7.60634	-0.918656
207	121	NA	NA	2.3931	NA
208	107.8	NA	NA	-0.744917	NA
209	119.7	NA	NA	-0.34674	NA
210	121	NA	NA	2.56107	NA
211	108.8	NA	NA	-1.8561	NA
212	115	NA	NA	-1.05806	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 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ; par4 = 0 ; par5 = 0 ; par6 = 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