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rwasp_decomposeloess.wasp

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Decomposition by Loess

Date of computation

Wed, 10 Dec 2014 15:35:01 +0000

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Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2014/Dec/10/t1418225822v7do9s0vwifx92v.htm/, Retrieved Sat, 11 May 2024 15:14:56 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=265400, Retrieved Sat, 11 May 2024 15:14:56 +0000

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Estimated Impact

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

-     [Univariate Explorative Data Analysis] [Run Sequence gebo...] [2008-12-12 13:32:37] [76963dc1903f0f612b6153510a3818cf]
- R  D  [Univariate Explorative Data Analysis] [Run Sequence gebo...] [2008-12-17 12:14:40] [76963dc1903f0f612b6153510a3818cf]
-         [Univariate Explorative Data Analysis] [Run Sequence Plot...] [2008-12-22 18:19:51] [1ce0d16c8f4225c977b42c8fa93bc163]
- RMP       [Univariate Data Series] [Identifying Integ...] [2009-11-22 12:08:06] [b98453cac15ba1066b407e146608df68]
- RMP         [Classical Decomposition] [Births] [2010-11-30 13:45:46] [b98453cac15ba1066b407e146608df68]
- RM            [Classical Decomposition] [WS8 Q1] [2014-11-19 13:14:43] [bcf5edf18529a33bd1494456d2c6cb9a]
- RMPD              [Decomposition by Loess] [Seasonal Decompos...] [2014-12-10 15:35:01] [0ce3062f3159e08d115eba7e96d082ef] [Current]

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Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	2 seconds
R Server	'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 2 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265400&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]2 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265400&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265400&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	2 seconds
R Server	'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

Seasonal Decomposition by Loess - Parameters
Component	Window	Degree	Jump
Seasonal	1321	0	133
Trend	19	1	2
Low-pass	13	1	2

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Parameters \tabularnewline
Component & Window & Degree & Jump \tabularnewline
Seasonal & 1321 & 0 & 133 \tabularnewline
Trend & 19 & 1 & 2 \tabularnewline
Low-pass & 13 & 1 & 2 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265400&T=1

[TABLE]
[ROW][C]Seasonal Decomposition by Loess - Parameters[/C][/ROW]
[ROW][C]Component[/C][C]Window[/C][C]Degree[/C][C]Jump[/C][/ROW]
[ROW][C]Seasonal[/C][C]1321[/C][C]0[/C][C]133[/C][/ROW]
[ROW][C]Trend[/C][C]19[/C][C]1[/C][C]2[/C][/ROW]
[ROW][C]Low-pass[/C][C]13[/C][C]1[/C][C]2[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265400&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265400&T=1

As an alternative you can also use a QR Code:

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

Seasonal Decomposition by Loess - Parameters
Component	Window	Degree	Jump
Seasonal	1321	0	133
Trend	19	1	2
Low-pass	13	1	2

Seasonal Decomposition by Loess - Time Series Components
t	Observed	Fitted	Seasonal	Trend	Remainder
1	1894	1596.52385562987	-1348.79295025601	3540.26909462615	-297.476144370135
2	1757	1692.00805380737	-1717.27682805807	3539.26877425071	-64.9919461926329
3	3582	4045.67426981546	-419.942723690722	3538.26845387526	463.674269815459
4	5321	5283.44362778411	1821.24051816041	3537.31585405548	-37.55637221589
5	5561	5168.93992684565	2416.69681891865	3536.3632542357	-392.060073154349
6	5907	6516.19869503395	1761.05946023088	3536.74184473517	609.198695033949
7	4944	4693.3663592693	1657.51320549605	3537.12043523464	-250.633640730695
8	4966	5268.36134089771	1124.95728155175	3538.68137755054	302.361340897707
9	3258	3351.81054075524	-376.052860621676	3540.24231986644	93.8105407552366
10	1964	1625.71151157865	-1238.08201381677	3540.37050223812	-338.288488421346
11	1743	1441.88523298908	-1496.38391759888	3540.49868460979	-301.114767010915
12	1262	1169.5892217735	-2184.93594995197	3539.34672817847	-92.4107782265019
13	2086	1982.59817850887	-1348.79295025601	3538.19477174714	-103.40182149113
14	1793	1760.88208439094	-1717.27682805807	3542.39474366713	-32.117915609062
15	3548	3969.3480081036	-419.942723690722	3546.59471558713	421.348008103596
16	5672	5958.9038724409	1821.24051816041	3563.85560939869	286.903872440903
17	6084	6170.1866778711	2416.69681891865	3581.11650321025	86.1866778711005
18	4914	4472.08047673919	1761.05946023088	3594.86006302992	-441.919523260807
19	4990	4713.88317165434	1657.51320549605	3608.6036228496	-276.116828345657
20	5139	5540.14811364761	1124.95728155175	3612.89460480064	401.148113647609
21	3218	3194.86727387	-376.052860621676	3617.18558675167	-23.1327261299989
22	2179	1955.30188797671	-1238.08201381677	3640.78012584006	-223.698112023294
23	2238	2308.00925267042	-1496.38391759888	3664.37466492845	70.0092526704248
24	1442	1369.5856461688	-2184.93594995197	3699.35030378316	-72.4143538311973
25	2205	2024.46700761814	-1348.79295025601	3734.32594263787	-180.532992381861
26	2025	2009.08463323662	-1717.27682805807	3758.19219482145	-15.9153667633782
27	3531	3699.8842766857	-419.942723690722	3782.05844700503	168.884276685695
28	4977	4336.01199638323	1821.24051816041	3796.74748545636	-640.988003616772
29	7998	9767.86665717365	2416.69681891865	3811.4365239077	1769.86665717365
30	4880	4181.84132833478	1761.05946023088	3817.09921143434	-698.158671665223
31	5231	4981.72489554296	1657.51320549605	3822.76189896099	-249.275104457039
32	5202	5465.29592376599	1124.95728155175	3813.74679468226	263.29592376599
33	3303	3177.32117021815	-376.052860621676	3804.73169040353	-125.678829781854
34	2683	2813.33656372327	-1238.08201381677	3790.7454500935	130.336563723266
35	2202	2123.6247078154	-1496.38391759888	3776.75920978348	-78.3752921845999
36	1376	1151.80041930949	-2184.93594995197	3785.13553064248	-224.199580690513
37	2422	2399.28109875453	-1348.79295025601	3793.51185150148	-22.7189012454687
38	1997	1906.01699365985	-1717.27682805807	3805.25983439823	-90.9830063401541
39	3163	2928.93490639575	-419.942723690722	3817.00781729497	-234.06509360425
40	5964	6291.69849645687	1821.24051816041	3815.06098538272	327.69849645687
41	5657	5084.18902761088	2416.69681891865	3813.11415347047	-572.81097238912
42	6415	7256.96214197125	1761.05946023088	3811.97839779787	841.962141971249
43	6208	6947.64415237868	1657.51320549605	3810.84264212527	739.644152378677
44	4500	4068.16738227965	1124.95728155175	3806.8753361686	-431.832617720348
45	2939	2451.14483040975	-376.052860621676	3802.90803021192	-487.855169590247
46	2702	2852.8358535914	-1238.08201381677	3789.24616022537	150.835853591401
47	2090	1900.79962736006	-1496.38391759888	3775.58429023881	-189.200372639936
48	1504	1434.21101749321	-2184.93594995197	3758.72493245876	-69.7889825067941
49	2549	2704.92737557731	-1348.79295025601	3741.86557467871	155.927375577306
50	1931	1839.93703129463	-1717.27682805807	3739.33979676344	-91.0629687053702
51	3013	2709.12870484254	-419.942723690722	3736.81401884818	-303.871295157456
52	6204	6846.27659213143	1821.24051816041	3740.48288970816	642.276592131431
53	5788	5415.15142051321	2416.69681891865	3744.15176056814	-372.848579486792
54	5611	5722.92865400338	1761.05946023088	3738.01188576574	111.928654003376
55	5594	5798.6147835406	1657.51320549605	3731.87201096334	204.614783540603
56	4647	4449.7035997133	1124.95728155175	3719.33911873495	-197.296400286699
57	3490	3649.24663411513	-376.052860621676	3706.80622650655	159.246634115125
58	2487	2527.07039804184	-1238.08201381677	3685.01161577493	40.0703980418389
59	1992	1817.16691255557	-1496.38391759888	3663.21700504331	-174.833087444434
60	1507	1558.05872983445	-2184.93594995197	3640.87722011751	51.0587298344526
61	2306	2342.2555150643	-1348.79295025601	3618.53743519172	36.2555150642961
62	2002	2116.43196588954	-1717.27682805807	3604.84486216853	114.431965889545
63	3075	2978.79043454538	-419.942723690722	3591.15228914534	-96.2095654546165
64	5331	5254.16444568124	1821.24051816041	3586.59503615835	-76.8355543187599
65	5589	5179.26539790999	2416.69681891865	3582.03778317136	-409.734602090014
66	5813	6279.90750909761	1761.05946023088	3585.03303067151	466.907509097609
67	4876	4506.45851633229	1657.51320549605	3588.02827817166	-369.541483667711
68	4665	4612.26481553254	1124.95728155175	3592.77790291571	-52.7351844674631
69	3601	3980.52533296191	-376.052860621676	3597.52752765976	379.525332961911
70	2192	2027.51115931371	-1238.08201381677	3594.57085450306	-164.488840686294
71	2111	2126.76973625251	-1496.38391759888	3591.61418134636	15.7697362525146
72	1580	1761.71261635184	-2184.93594995197	3583.22333360013	181.712616351838
73	2288	2349.96046440212	-1348.79295025601	3574.83248585389	61.9604644021197
74	1993	2132.00470181743	-1717.27682805807	3571.27212624064	139.004701817432
75	3228	3308.23095706333	-419.942723690722	3567.71176662739	80.2309570633347
76	5000	4607.04337222609	1821.24051816041	3571.7161096135	-392.956627773909
77	5480	4967.58272848174	2416.69681891865	3575.72045259961	-512.417271518261
78	5770	6194.35460786094	1761.05946023088	3584.58593190818	424.354607860938
79	4962	4673.0353832872	1657.51320549605	3593.45141121675	-288.964616712804
80	4685	4644.15469095761	1124.95728155175	3600.88802749064	-40.8453090423909
81	3607	3981.72821685715	-376.052860621676	3608.32464376453	374.728216857148
82	2222	2073.36522427409	-1238.08201381677	3608.71678954268	-148.634775725905
83	2467	2821.27498227805	-1496.38391759888	3609.10893532082	354.274982278055
84	1594	1782.5930978236	-2184.93594995197	3590.34285212836	188.593097823603
85	2228	2233.21618132011	-1348.79295025601	3571.5767689359	5.21618132010826
86	1910	1991.44586154911	-1717.27682805807	3545.83096650896	81.445861549108
87	3157	3213.8575596087	-419.942723690722	3520.08516408202	56.8575596086976
88	4809	4294.9809575085	1821.24051816041	3501.77852433109	-514.019042491497
89	6249	6597.8312965012	2416.69681891865	3483.47188458015	348.831296501198
90	4607	3977.83534113765	1761.05946023088	3475.10519863146	-629.164658862347
91	4975	4825.74828182117	1657.51320549605	3466.73851268278	-149.251718178833
92	4784	4977.37033565129	1124.95728155175	3465.67238279696	193.370335651291
93	3028	2967.44660771054	-376.052860621676	3464.60625291113	-60.5533922894574
94	2461	2694.9196455561	-1238.08201381677	3465.16236826067	233.919645556098
95	2218	2466.66543398867	-1496.38391759888	3465.71848361021	248.665433988668
96	1351	1425.97592063746	-2184.93594995197	3460.9600293145	74.9759206374629
97	2070	2032.59137523722	-1348.79295025601	3456.2015750188	-37.4086247627847
98	1887	2053.56415078577	-1717.27682805807	3437.71267727231	166.564150785765
99	3024	3048.71894416491	-419.942723690722	3419.22377952582	24.7189441649052
100	4596	3971.71481967825	1821.24051816041	3399.04466216134	-624.28518032175
101	6398	7000.43763628448	2416.69681891865	3378.86554479686	602.437636284484
102	4459	3781.70916576849	1761.05946023088	3375.23137400063	-677.290834231509
103	5382	5734.88959129956	1657.51320549605	3371.59720320439	352.889591299557
104	4359	4209.74143552093	1124.95728155175	3383.30128292731	-149.258564479066
105	2687	2355.04749797144	-376.052860621676	3395.00536265024	-331.952502028562
106	2249	2327.2334770262	-1238.08201381677	3408.84853679057	78.2334770262046
107	2154	2381.69220666798	-1496.38391759888	3422.69171093089	227.692206667985
108	1169	1091.43108949931	-2184.93594995197	3431.50486045265	-77.5689105006868
109	2429	2766.4749402816	-1348.79295025601	3440.31800997441	337.474940281599
110	1762	1793.34102852248	-1717.27682805807	3447.9357995356	31.3410285224754
111	2846	2656.38913459394	-419.942723690722	3455.55358909678	-189.610865406058
112	5627	5968.44087884213	1821.24051816041	3464.31860299746	341.440878842127
113	5749	5608.2195641832	2416.69681891865	3473.08361689814	-140.780435816798
114	4502	3761.87701728395	1761.05946023088	3481.06352248516	-740.122982716045
115	5720	6293.44336643177	1657.51320549605	3489.04342807218	573.443366431766
116	4403	4178.42996929148	1124.95728155175	3502.61274915677	-224.570030708523
117	2867	2593.87079038032	-376.052860621676	3516.18207024136	-273.129209619684
118	2635	2961.07709646633	-1238.08201381677	3547.00491735044	326.077096466331
119	2059	2036.55615313936	-1496.38391759888	3577.82776445952	-22.4438468606404
120	1511	1588.45275192609	-2184.93594995197	3618.48319802588	77.4527519260882
121	2359	2407.65431866377	-1348.79295025601	3659.13863159224	48.6543186637746
122	1741	1509.0389938038	-1717.27682805807	3690.23783425427	-231.961006196202
123	2917	2532.60568677441	-419.942723690722	3721.33703691631	-384.394313225589
124	6249	6942.98981963154	1821.24051816041	3733.76966220805	693.989819631539
125	5760	5357.10089358156	2416.69681891865	3746.20228749979	-402.899106418442
126	6250	6981.19910650325	1761.05946023088	3757.74143326587	731.199106503251
127	5134	4841.206215472	1657.51320549605	3769.28057903194	-292.793784527997
128	4831	4756.92109680817	1124.95728155175	3780.12162164008	-74.0789031918321
129	3695	3975.09019637346	-376.052860621676	3790.96266424822	280.09019637346
130	2462	2362.2642114943	-1238.08201381677	3799.81780232247	-99.7357885057031
131	2146	1979.71097720215	-1496.38391759888	3808.67294039673	-166.289022797852
132	1579	1527.46314065333	-2184.93594995197	3815.47280929864	-51.5368593466728

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Time Series Components \tabularnewline
t & Observed & Fitted & Seasonal & Trend & Remainder \tabularnewline
1 & 1894 & 1596.52385562987 & -1348.79295025601 & 3540.26909462615 & -297.476144370135 \tabularnewline
2 & 1757 & 1692.00805380737 & -1717.27682805807 & 3539.26877425071 & -64.9919461926329 \tabularnewline
3 & 3582 & 4045.67426981546 & -419.942723690722 & 3538.26845387526 & 463.674269815459 \tabularnewline
4 & 5321 & 5283.44362778411 & 1821.24051816041 & 3537.31585405548 & -37.55637221589 \tabularnewline
5 & 5561 & 5168.93992684565 & 2416.69681891865 & 3536.3632542357 & -392.060073154349 \tabularnewline
6 & 5907 & 6516.19869503395 & 1761.05946023088 & 3536.74184473517 & 609.198695033949 \tabularnewline
7 & 4944 & 4693.3663592693 & 1657.51320549605 & 3537.12043523464 & -250.633640730695 \tabularnewline
8 & 4966 & 5268.36134089771 & 1124.95728155175 & 3538.68137755054 & 302.361340897707 \tabularnewline
9 & 3258 & 3351.81054075524 & -376.052860621676 & 3540.24231986644 & 93.8105407552366 \tabularnewline
10 & 1964 & 1625.71151157865 & -1238.08201381677 & 3540.37050223812 & -338.288488421346 \tabularnewline
11 & 1743 & 1441.88523298908 & -1496.38391759888 & 3540.49868460979 & -301.114767010915 \tabularnewline
12 & 1262 & 1169.5892217735 & -2184.93594995197 & 3539.34672817847 & -92.4107782265019 \tabularnewline
13 & 2086 & 1982.59817850887 & -1348.79295025601 & 3538.19477174714 & -103.40182149113 \tabularnewline
14 & 1793 & 1760.88208439094 & -1717.27682805807 & 3542.39474366713 & -32.117915609062 \tabularnewline
15 & 3548 & 3969.3480081036 & -419.942723690722 & 3546.59471558713 & 421.348008103596 \tabularnewline
16 & 5672 & 5958.9038724409 & 1821.24051816041 & 3563.85560939869 & 286.903872440903 \tabularnewline
17 & 6084 & 6170.1866778711 & 2416.69681891865 & 3581.11650321025 & 86.1866778711005 \tabularnewline
18 & 4914 & 4472.08047673919 & 1761.05946023088 & 3594.86006302992 & -441.919523260807 \tabularnewline
19 & 4990 & 4713.88317165434 & 1657.51320549605 & 3608.6036228496 & -276.116828345657 \tabularnewline
20 & 5139 & 5540.14811364761 & 1124.95728155175 & 3612.89460480064 & 401.148113647609 \tabularnewline
21 & 3218 & 3194.86727387 & -376.052860621676 & 3617.18558675167 & -23.1327261299989 \tabularnewline
22 & 2179 & 1955.30188797671 & -1238.08201381677 & 3640.78012584006 & -223.698112023294 \tabularnewline
23 & 2238 & 2308.00925267042 & -1496.38391759888 & 3664.37466492845 & 70.0092526704248 \tabularnewline
24 & 1442 & 1369.5856461688 & -2184.93594995197 & 3699.35030378316 & -72.4143538311973 \tabularnewline
25 & 2205 & 2024.46700761814 & -1348.79295025601 & 3734.32594263787 & -180.532992381861 \tabularnewline
26 & 2025 & 2009.08463323662 & -1717.27682805807 & 3758.19219482145 & -15.9153667633782 \tabularnewline
27 & 3531 & 3699.8842766857 & -419.942723690722 & 3782.05844700503 & 168.884276685695 \tabularnewline
28 & 4977 & 4336.01199638323 & 1821.24051816041 & 3796.74748545636 & -640.988003616772 \tabularnewline
29 & 7998 & 9767.86665717365 & 2416.69681891865 & 3811.4365239077 & 1769.86665717365 \tabularnewline
30 & 4880 & 4181.84132833478 & 1761.05946023088 & 3817.09921143434 & -698.158671665223 \tabularnewline
31 & 5231 & 4981.72489554296 & 1657.51320549605 & 3822.76189896099 & -249.275104457039 \tabularnewline
32 & 5202 & 5465.29592376599 & 1124.95728155175 & 3813.74679468226 & 263.29592376599 \tabularnewline
33 & 3303 & 3177.32117021815 & -376.052860621676 & 3804.73169040353 & -125.678829781854 \tabularnewline
34 & 2683 & 2813.33656372327 & -1238.08201381677 & 3790.7454500935 & 130.336563723266 \tabularnewline
35 & 2202 & 2123.6247078154 & -1496.38391759888 & 3776.75920978348 & -78.3752921845999 \tabularnewline
36 & 1376 & 1151.80041930949 & -2184.93594995197 & 3785.13553064248 & -224.199580690513 \tabularnewline
37 & 2422 & 2399.28109875453 & -1348.79295025601 & 3793.51185150148 & -22.7189012454687 \tabularnewline
38 & 1997 & 1906.01699365985 & -1717.27682805807 & 3805.25983439823 & -90.9830063401541 \tabularnewline
39 & 3163 & 2928.93490639575 & -419.942723690722 & 3817.00781729497 & -234.06509360425 \tabularnewline
40 & 5964 & 6291.69849645687 & 1821.24051816041 & 3815.06098538272 & 327.69849645687 \tabularnewline
41 & 5657 & 5084.18902761088 & 2416.69681891865 & 3813.11415347047 & -572.81097238912 \tabularnewline
42 & 6415 & 7256.96214197125 & 1761.05946023088 & 3811.97839779787 & 841.962141971249 \tabularnewline
43 & 6208 & 6947.64415237868 & 1657.51320549605 & 3810.84264212527 & 739.644152378677 \tabularnewline
44 & 4500 & 4068.16738227965 & 1124.95728155175 & 3806.8753361686 & -431.832617720348 \tabularnewline
45 & 2939 & 2451.14483040975 & -376.052860621676 & 3802.90803021192 & -487.855169590247 \tabularnewline
46 & 2702 & 2852.8358535914 & -1238.08201381677 & 3789.24616022537 & 150.835853591401 \tabularnewline
47 & 2090 & 1900.79962736006 & -1496.38391759888 & 3775.58429023881 & -189.200372639936 \tabularnewline
48 & 1504 & 1434.21101749321 & -2184.93594995197 & 3758.72493245876 & -69.7889825067941 \tabularnewline
49 & 2549 & 2704.92737557731 & -1348.79295025601 & 3741.86557467871 & 155.927375577306 \tabularnewline
50 & 1931 & 1839.93703129463 & -1717.27682805807 & 3739.33979676344 & -91.0629687053702 \tabularnewline
51 & 3013 & 2709.12870484254 & -419.942723690722 & 3736.81401884818 & -303.871295157456 \tabularnewline
52 & 6204 & 6846.27659213143 & 1821.24051816041 & 3740.48288970816 & 642.276592131431 \tabularnewline
53 & 5788 & 5415.15142051321 & 2416.69681891865 & 3744.15176056814 & -372.848579486792 \tabularnewline
54 & 5611 & 5722.92865400338 & 1761.05946023088 & 3738.01188576574 & 111.928654003376 \tabularnewline
55 & 5594 & 5798.6147835406 & 1657.51320549605 & 3731.87201096334 & 204.614783540603 \tabularnewline
56 & 4647 & 4449.7035997133 & 1124.95728155175 & 3719.33911873495 & -197.296400286699 \tabularnewline
57 & 3490 & 3649.24663411513 & -376.052860621676 & 3706.80622650655 & 159.246634115125 \tabularnewline
58 & 2487 & 2527.07039804184 & -1238.08201381677 & 3685.01161577493 & 40.0703980418389 \tabularnewline
59 & 1992 & 1817.16691255557 & -1496.38391759888 & 3663.21700504331 & -174.833087444434 \tabularnewline
60 & 1507 & 1558.05872983445 & -2184.93594995197 & 3640.87722011751 & 51.0587298344526 \tabularnewline
61 & 2306 & 2342.2555150643 & -1348.79295025601 & 3618.53743519172 & 36.2555150642961 \tabularnewline
62 & 2002 & 2116.43196588954 & -1717.27682805807 & 3604.84486216853 & 114.431965889545 \tabularnewline
63 & 3075 & 2978.79043454538 & -419.942723690722 & 3591.15228914534 & -96.2095654546165 \tabularnewline
64 & 5331 & 5254.16444568124 & 1821.24051816041 & 3586.59503615835 & -76.8355543187599 \tabularnewline
65 & 5589 & 5179.26539790999 & 2416.69681891865 & 3582.03778317136 & -409.734602090014 \tabularnewline
66 & 5813 & 6279.90750909761 & 1761.05946023088 & 3585.03303067151 & 466.907509097609 \tabularnewline
67 & 4876 & 4506.45851633229 & 1657.51320549605 & 3588.02827817166 & -369.541483667711 \tabularnewline
68 & 4665 & 4612.26481553254 & 1124.95728155175 & 3592.77790291571 & -52.7351844674631 \tabularnewline
69 & 3601 & 3980.52533296191 & -376.052860621676 & 3597.52752765976 & 379.525332961911 \tabularnewline
70 & 2192 & 2027.51115931371 & -1238.08201381677 & 3594.57085450306 & -164.488840686294 \tabularnewline
71 & 2111 & 2126.76973625251 & -1496.38391759888 & 3591.61418134636 & 15.7697362525146 \tabularnewline
72 & 1580 & 1761.71261635184 & -2184.93594995197 & 3583.22333360013 & 181.712616351838 \tabularnewline
73 & 2288 & 2349.96046440212 & -1348.79295025601 & 3574.83248585389 & 61.9604644021197 \tabularnewline
74 & 1993 & 2132.00470181743 & -1717.27682805807 & 3571.27212624064 & 139.004701817432 \tabularnewline
75 & 3228 & 3308.23095706333 & -419.942723690722 & 3567.71176662739 & 80.2309570633347 \tabularnewline
76 & 5000 & 4607.04337222609 & 1821.24051816041 & 3571.7161096135 & -392.956627773909 \tabularnewline
77 & 5480 & 4967.58272848174 & 2416.69681891865 & 3575.72045259961 & -512.417271518261 \tabularnewline
78 & 5770 & 6194.35460786094 & 1761.05946023088 & 3584.58593190818 & 424.354607860938 \tabularnewline
79 & 4962 & 4673.0353832872 & 1657.51320549605 & 3593.45141121675 & -288.964616712804 \tabularnewline
80 & 4685 & 4644.15469095761 & 1124.95728155175 & 3600.88802749064 & -40.8453090423909 \tabularnewline
81 & 3607 & 3981.72821685715 & -376.052860621676 & 3608.32464376453 & 374.728216857148 \tabularnewline
82 & 2222 & 2073.36522427409 & -1238.08201381677 & 3608.71678954268 & -148.634775725905 \tabularnewline
83 & 2467 & 2821.27498227805 & -1496.38391759888 & 3609.10893532082 & 354.274982278055 \tabularnewline
84 & 1594 & 1782.5930978236 & -2184.93594995197 & 3590.34285212836 & 188.593097823603 \tabularnewline
85 & 2228 & 2233.21618132011 & -1348.79295025601 & 3571.5767689359 & 5.21618132010826 \tabularnewline
86 & 1910 & 1991.44586154911 & -1717.27682805807 & 3545.83096650896 & 81.445861549108 \tabularnewline
87 & 3157 & 3213.8575596087 & -419.942723690722 & 3520.08516408202 & 56.8575596086976 \tabularnewline
88 & 4809 & 4294.9809575085 & 1821.24051816041 & 3501.77852433109 & -514.019042491497 \tabularnewline
89 & 6249 & 6597.8312965012 & 2416.69681891865 & 3483.47188458015 & 348.831296501198 \tabularnewline
90 & 4607 & 3977.83534113765 & 1761.05946023088 & 3475.10519863146 & -629.164658862347 \tabularnewline
91 & 4975 & 4825.74828182117 & 1657.51320549605 & 3466.73851268278 & -149.251718178833 \tabularnewline
92 & 4784 & 4977.37033565129 & 1124.95728155175 & 3465.67238279696 & 193.370335651291 \tabularnewline
93 & 3028 & 2967.44660771054 & -376.052860621676 & 3464.60625291113 & -60.5533922894574 \tabularnewline
94 & 2461 & 2694.9196455561 & -1238.08201381677 & 3465.16236826067 & 233.919645556098 \tabularnewline
95 & 2218 & 2466.66543398867 & -1496.38391759888 & 3465.71848361021 & 248.665433988668 \tabularnewline
96 & 1351 & 1425.97592063746 & -2184.93594995197 & 3460.9600293145 & 74.9759206374629 \tabularnewline
97 & 2070 & 2032.59137523722 & -1348.79295025601 & 3456.2015750188 & -37.4086247627847 \tabularnewline
98 & 1887 & 2053.56415078577 & -1717.27682805807 & 3437.71267727231 & 166.564150785765 \tabularnewline
99 & 3024 & 3048.71894416491 & -419.942723690722 & 3419.22377952582 & 24.7189441649052 \tabularnewline
100 & 4596 & 3971.71481967825 & 1821.24051816041 & 3399.04466216134 & -624.28518032175 \tabularnewline
101 & 6398 & 7000.43763628448 & 2416.69681891865 & 3378.86554479686 & 602.437636284484 \tabularnewline
102 & 4459 & 3781.70916576849 & 1761.05946023088 & 3375.23137400063 & -677.290834231509 \tabularnewline
103 & 5382 & 5734.88959129956 & 1657.51320549605 & 3371.59720320439 & 352.889591299557 \tabularnewline
104 & 4359 & 4209.74143552093 & 1124.95728155175 & 3383.30128292731 & -149.258564479066 \tabularnewline
105 & 2687 & 2355.04749797144 & -376.052860621676 & 3395.00536265024 & -331.952502028562 \tabularnewline
106 & 2249 & 2327.2334770262 & -1238.08201381677 & 3408.84853679057 & 78.2334770262046 \tabularnewline
107 & 2154 & 2381.69220666798 & -1496.38391759888 & 3422.69171093089 & 227.692206667985 \tabularnewline
108 & 1169 & 1091.43108949931 & -2184.93594995197 & 3431.50486045265 & -77.5689105006868 \tabularnewline
109 & 2429 & 2766.4749402816 & -1348.79295025601 & 3440.31800997441 & 337.474940281599 \tabularnewline
110 & 1762 & 1793.34102852248 & -1717.27682805807 & 3447.9357995356 & 31.3410285224754 \tabularnewline
111 & 2846 & 2656.38913459394 & -419.942723690722 & 3455.55358909678 & -189.610865406058 \tabularnewline
112 & 5627 & 5968.44087884213 & 1821.24051816041 & 3464.31860299746 & 341.440878842127 \tabularnewline
113 & 5749 & 5608.2195641832 & 2416.69681891865 & 3473.08361689814 & -140.780435816798 \tabularnewline
114 & 4502 & 3761.87701728395 & 1761.05946023088 & 3481.06352248516 & -740.122982716045 \tabularnewline
115 & 5720 & 6293.44336643177 & 1657.51320549605 & 3489.04342807218 & 573.443366431766 \tabularnewline
116 & 4403 & 4178.42996929148 & 1124.95728155175 & 3502.61274915677 & -224.570030708523 \tabularnewline
117 & 2867 & 2593.87079038032 & -376.052860621676 & 3516.18207024136 & -273.129209619684 \tabularnewline
118 & 2635 & 2961.07709646633 & -1238.08201381677 & 3547.00491735044 & 326.077096466331 \tabularnewline
119 & 2059 & 2036.55615313936 & -1496.38391759888 & 3577.82776445952 & -22.4438468606404 \tabularnewline
120 & 1511 & 1588.45275192609 & -2184.93594995197 & 3618.48319802588 & 77.4527519260882 \tabularnewline
121 & 2359 & 2407.65431866377 & -1348.79295025601 & 3659.13863159224 & 48.6543186637746 \tabularnewline
122 & 1741 & 1509.0389938038 & -1717.27682805807 & 3690.23783425427 & -231.961006196202 \tabularnewline
123 & 2917 & 2532.60568677441 & -419.942723690722 & 3721.33703691631 & -384.394313225589 \tabularnewline
124 & 6249 & 6942.98981963154 & 1821.24051816041 & 3733.76966220805 & 693.989819631539 \tabularnewline
125 & 5760 & 5357.10089358156 & 2416.69681891865 & 3746.20228749979 & -402.899106418442 \tabularnewline
126 & 6250 & 6981.19910650325 & 1761.05946023088 & 3757.74143326587 & 731.199106503251 \tabularnewline
127 & 5134 & 4841.206215472 & 1657.51320549605 & 3769.28057903194 & -292.793784527997 \tabularnewline
128 & 4831 & 4756.92109680817 & 1124.95728155175 & 3780.12162164008 & -74.0789031918321 \tabularnewline
129 & 3695 & 3975.09019637346 & -376.052860621676 & 3790.96266424822 & 280.09019637346 \tabularnewline
130 & 2462 & 2362.2642114943 & -1238.08201381677 & 3799.81780232247 & -99.7357885057031 \tabularnewline
131 & 2146 & 1979.71097720215 & -1496.38391759888 & 3808.67294039673 & -166.289022797852 \tabularnewline
132 & 1579 & 1527.46314065333 & -2184.93594995197 & 3815.47280929864 & -51.5368593466728 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265400&T=2

[TABLE]
[ROW][C]Seasonal Decomposition by Loess - Time Series Components[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Fitted[/C][C]Seasonal[/C][C]Trend[/C][C]Remainder[/C][/ROW]
[ROW][C]1[/C][C]1894[/C][C]1596.52385562987[/C][C]-1348.79295025601[/C][C]3540.26909462615[/C][C]-297.476144370135[/C][/ROW]
[ROW][C]2[/C][C]1757[/C][C]1692.00805380737[/C][C]-1717.27682805807[/C][C]3539.26877425071[/C][C]-64.9919461926329[/C][/ROW]
[ROW][C]3[/C][C]3582[/C][C]4045.67426981546[/C][C]-419.942723690722[/C][C]3538.26845387526[/C][C]463.674269815459[/C][/ROW]
[ROW][C]4[/C][C]5321[/C][C]5283.44362778411[/C][C]1821.24051816041[/C][C]3537.31585405548[/C][C]-37.55637221589[/C][/ROW]
[ROW][C]5[/C][C]5561[/C][C]5168.93992684565[/C][C]2416.69681891865[/C][C]3536.3632542357[/C][C]-392.060073154349[/C][/ROW]
[ROW][C]6[/C][C]5907[/C][C]6516.19869503395[/C][C]1761.05946023088[/C][C]3536.74184473517[/C][C]609.198695033949[/C][/ROW]
[ROW][C]7[/C][C]4944[/C][C]4693.3663592693[/C][C]1657.51320549605[/C][C]3537.12043523464[/C][C]-250.633640730695[/C][/ROW]
[ROW][C]8[/C][C]4966[/C][C]5268.36134089771[/C][C]1124.95728155175[/C][C]3538.68137755054[/C][C]302.361340897707[/C][/ROW]
[ROW][C]9[/C][C]3258[/C][C]3351.81054075524[/C][C]-376.052860621676[/C][C]3540.24231986644[/C][C]93.8105407552366[/C][/ROW]
[ROW][C]10[/C][C]1964[/C][C]1625.71151157865[/C][C]-1238.08201381677[/C][C]3540.37050223812[/C][C]-338.288488421346[/C][/ROW]
[ROW][C]11[/C][C]1743[/C][C]1441.88523298908[/C][C]-1496.38391759888[/C][C]3540.49868460979[/C][C]-301.114767010915[/C][/ROW]
[ROW][C]12[/C][C]1262[/C][C]1169.5892217735[/C][C]-2184.93594995197[/C][C]3539.34672817847[/C][C]-92.4107782265019[/C][/ROW]
[ROW][C]13[/C][C]2086[/C][C]1982.59817850887[/C][C]-1348.79295025601[/C][C]3538.19477174714[/C][C]-103.40182149113[/C][/ROW]
[ROW][C]14[/C][C]1793[/C][C]1760.88208439094[/C][C]-1717.27682805807[/C][C]3542.39474366713[/C][C]-32.117915609062[/C][/ROW]
[ROW][C]15[/C][C]3548[/C][C]3969.3480081036[/C][C]-419.942723690722[/C][C]3546.59471558713[/C][C]421.348008103596[/C][/ROW]
[ROW][C]16[/C][C]5672[/C][C]5958.9038724409[/C][C]1821.24051816041[/C][C]3563.85560939869[/C][C]286.903872440903[/C][/ROW]
[ROW][C]17[/C][C]6084[/C][C]6170.1866778711[/C][C]2416.69681891865[/C][C]3581.11650321025[/C][C]86.1866778711005[/C][/ROW]
[ROW][C]18[/C][C]4914[/C][C]4472.08047673919[/C][C]1761.05946023088[/C][C]3594.86006302992[/C][C]-441.919523260807[/C][/ROW]
[ROW][C]19[/C][C]4990[/C][C]4713.88317165434[/C][C]1657.51320549605[/C][C]3608.6036228496[/C][C]-276.116828345657[/C][/ROW]
[ROW][C]20[/C][C]5139[/C][C]5540.14811364761[/C][C]1124.95728155175[/C][C]3612.89460480064[/C][C]401.148113647609[/C][/ROW]
[ROW][C]21[/C][C]3218[/C][C]3194.86727387[/C][C]-376.052860621676[/C][C]3617.18558675167[/C][C]-23.1327261299989[/C][/ROW]
[ROW][C]22[/C][C]2179[/C][C]1955.30188797671[/C][C]-1238.08201381677[/C][C]3640.78012584006[/C][C]-223.698112023294[/C][/ROW]
[ROW][C]23[/C][C]2238[/C][C]2308.00925267042[/C][C]-1496.38391759888[/C][C]3664.37466492845[/C][C]70.0092526704248[/C][/ROW]
[ROW][C]24[/C][C]1442[/C][C]1369.5856461688[/C][C]-2184.93594995197[/C][C]3699.35030378316[/C][C]-72.4143538311973[/C][/ROW]
[ROW][C]25[/C][C]2205[/C][C]2024.46700761814[/C][C]-1348.79295025601[/C][C]3734.32594263787[/C][C]-180.532992381861[/C][/ROW]
[ROW][C]26[/C][C]2025[/C][C]2009.08463323662[/C][C]-1717.27682805807[/C][C]3758.19219482145[/C][C]-15.9153667633782[/C][/ROW]
[ROW][C]27[/C][C]3531[/C][C]3699.8842766857[/C][C]-419.942723690722[/C][C]3782.05844700503[/C][C]168.884276685695[/C][/ROW]
[ROW][C]28[/C][C]4977[/C][C]4336.01199638323[/C][C]1821.24051816041[/C][C]3796.74748545636[/C][C]-640.988003616772[/C][/ROW]
[ROW][C]29[/C][C]7998[/C][C]9767.86665717365[/C][C]2416.69681891865[/C][C]3811.4365239077[/C][C]1769.86665717365[/C][/ROW]
[ROW][C]30[/C][C]4880[/C][C]4181.84132833478[/C][C]1761.05946023088[/C][C]3817.09921143434[/C][C]-698.158671665223[/C][/ROW]
[ROW][C]31[/C][C]5231[/C][C]4981.72489554296[/C][C]1657.51320549605[/C][C]3822.76189896099[/C][C]-249.275104457039[/C][/ROW]
[ROW][C]32[/C][C]5202[/C][C]5465.29592376599[/C][C]1124.95728155175[/C][C]3813.74679468226[/C][C]263.29592376599[/C][/ROW]
[ROW][C]33[/C][C]3303[/C][C]3177.32117021815[/C][C]-376.052860621676[/C][C]3804.73169040353[/C][C]-125.678829781854[/C][/ROW]
[ROW][C]34[/C][C]2683[/C][C]2813.33656372327[/C][C]-1238.08201381677[/C][C]3790.7454500935[/C][C]130.336563723266[/C][/ROW]
[ROW][C]35[/C][C]2202[/C][C]2123.6247078154[/C][C]-1496.38391759888[/C][C]3776.75920978348[/C][C]-78.3752921845999[/C][/ROW]
[ROW][C]36[/C][C]1376[/C][C]1151.80041930949[/C][C]-2184.93594995197[/C][C]3785.13553064248[/C][C]-224.199580690513[/C][/ROW]
[ROW][C]37[/C][C]2422[/C][C]2399.28109875453[/C][C]-1348.79295025601[/C][C]3793.51185150148[/C][C]-22.7189012454687[/C][/ROW]
[ROW][C]38[/C][C]1997[/C][C]1906.01699365985[/C][C]-1717.27682805807[/C][C]3805.25983439823[/C][C]-90.9830063401541[/C][/ROW]
[ROW][C]39[/C][C]3163[/C][C]2928.93490639575[/C][C]-419.942723690722[/C][C]3817.00781729497[/C][C]-234.06509360425[/C][/ROW]
[ROW][C]40[/C][C]5964[/C][C]6291.69849645687[/C][C]1821.24051816041[/C][C]3815.06098538272[/C][C]327.69849645687[/C][/ROW]
[ROW][C]41[/C][C]5657[/C][C]5084.18902761088[/C][C]2416.69681891865[/C][C]3813.11415347047[/C][C]-572.81097238912[/C][/ROW]
[ROW][C]42[/C][C]6415[/C][C]7256.96214197125[/C][C]1761.05946023088[/C][C]3811.97839779787[/C][C]841.962141971249[/C][/ROW]
[ROW][C]43[/C][C]6208[/C][C]6947.64415237868[/C][C]1657.51320549605[/C][C]3810.84264212527[/C][C]739.644152378677[/C][/ROW]
[ROW][C]44[/C][C]4500[/C][C]4068.16738227965[/C][C]1124.95728155175[/C][C]3806.8753361686[/C][C]-431.832617720348[/C][/ROW]
[ROW][C]45[/C][C]2939[/C][C]2451.14483040975[/C][C]-376.052860621676[/C][C]3802.90803021192[/C][C]-487.855169590247[/C][/ROW]
[ROW][C]46[/C][C]2702[/C][C]2852.8358535914[/C][C]-1238.08201381677[/C][C]3789.24616022537[/C][C]150.835853591401[/C][/ROW]
[ROW][C]47[/C][C]2090[/C][C]1900.79962736006[/C][C]-1496.38391759888[/C][C]3775.58429023881[/C][C]-189.200372639936[/C][/ROW]
[ROW][C]48[/C][C]1504[/C][C]1434.21101749321[/C][C]-2184.93594995197[/C][C]3758.72493245876[/C][C]-69.7889825067941[/C][/ROW]
[ROW][C]49[/C][C]2549[/C][C]2704.92737557731[/C][C]-1348.79295025601[/C][C]3741.86557467871[/C][C]155.927375577306[/C][/ROW]
[ROW][C]50[/C][C]1931[/C][C]1839.93703129463[/C][C]-1717.27682805807[/C][C]3739.33979676344[/C][C]-91.0629687053702[/C][/ROW]
[ROW][C]51[/C][C]3013[/C][C]2709.12870484254[/C][C]-419.942723690722[/C][C]3736.81401884818[/C][C]-303.871295157456[/C][/ROW]
[ROW][C]52[/C][C]6204[/C][C]6846.27659213143[/C][C]1821.24051816041[/C][C]3740.48288970816[/C][C]642.276592131431[/C][/ROW]
[ROW][C]53[/C][C]5788[/C][C]5415.15142051321[/C][C]2416.69681891865[/C][C]3744.15176056814[/C][C]-372.848579486792[/C][/ROW]
[ROW][C]54[/C][C]5611[/C][C]5722.92865400338[/C][C]1761.05946023088[/C][C]3738.01188576574[/C][C]111.928654003376[/C][/ROW]
[ROW][C]55[/C][C]5594[/C][C]5798.6147835406[/C][C]1657.51320549605[/C][C]3731.87201096334[/C][C]204.614783540603[/C][/ROW]
[ROW][C]56[/C][C]4647[/C][C]4449.7035997133[/C][C]1124.95728155175[/C][C]3719.33911873495[/C][C]-197.296400286699[/C][/ROW]
[ROW][C]57[/C][C]3490[/C][C]3649.24663411513[/C][C]-376.052860621676[/C][C]3706.80622650655[/C][C]159.246634115125[/C][/ROW]
[ROW][C]58[/C][C]2487[/C][C]2527.07039804184[/C][C]-1238.08201381677[/C][C]3685.01161577493[/C][C]40.0703980418389[/C][/ROW]
[ROW][C]59[/C][C]1992[/C][C]1817.16691255557[/C][C]-1496.38391759888[/C][C]3663.21700504331[/C][C]-174.833087444434[/C][/ROW]
[ROW][C]60[/C][C]1507[/C][C]1558.05872983445[/C][C]-2184.93594995197[/C][C]3640.87722011751[/C][C]51.0587298344526[/C][/ROW]
[ROW][C]61[/C][C]2306[/C][C]2342.2555150643[/C][C]-1348.79295025601[/C][C]3618.53743519172[/C][C]36.2555150642961[/C][/ROW]
[ROW][C]62[/C][C]2002[/C][C]2116.43196588954[/C][C]-1717.27682805807[/C][C]3604.84486216853[/C][C]114.431965889545[/C][/ROW]
[ROW][C]63[/C][C]3075[/C][C]2978.79043454538[/C][C]-419.942723690722[/C][C]3591.15228914534[/C][C]-96.2095654546165[/C][/ROW]
[ROW][C]64[/C][C]5331[/C][C]5254.16444568124[/C][C]1821.24051816041[/C][C]3586.59503615835[/C][C]-76.8355543187599[/C][/ROW]
[ROW][C]65[/C][C]5589[/C][C]5179.26539790999[/C][C]2416.69681891865[/C][C]3582.03778317136[/C][C]-409.734602090014[/C][/ROW]
[ROW][C]66[/C][C]5813[/C][C]6279.90750909761[/C][C]1761.05946023088[/C][C]3585.03303067151[/C][C]466.907509097609[/C][/ROW]
[ROW][C]67[/C][C]4876[/C][C]4506.45851633229[/C][C]1657.51320549605[/C][C]3588.02827817166[/C][C]-369.541483667711[/C][/ROW]
[ROW][C]68[/C][C]4665[/C][C]4612.26481553254[/C][C]1124.95728155175[/C][C]3592.77790291571[/C][C]-52.7351844674631[/C][/ROW]
[ROW][C]69[/C][C]3601[/C][C]3980.52533296191[/C][C]-376.052860621676[/C][C]3597.52752765976[/C][C]379.525332961911[/C][/ROW]
[ROW][C]70[/C][C]2192[/C][C]2027.51115931371[/C][C]-1238.08201381677[/C][C]3594.57085450306[/C][C]-164.488840686294[/C][/ROW]
[ROW][C]71[/C][C]2111[/C][C]2126.76973625251[/C][C]-1496.38391759888[/C][C]3591.61418134636[/C][C]15.7697362525146[/C][/ROW]
[ROW][C]72[/C][C]1580[/C][C]1761.71261635184[/C][C]-2184.93594995197[/C][C]3583.22333360013[/C][C]181.712616351838[/C][/ROW]
[ROW][C]73[/C][C]2288[/C][C]2349.96046440212[/C][C]-1348.79295025601[/C][C]3574.83248585389[/C][C]61.9604644021197[/C][/ROW]
[ROW][C]74[/C][C]1993[/C][C]2132.00470181743[/C][C]-1717.27682805807[/C][C]3571.27212624064[/C][C]139.004701817432[/C][/ROW]
[ROW][C]75[/C][C]3228[/C][C]3308.23095706333[/C][C]-419.942723690722[/C][C]3567.71176662739[/C][C]80.2309570633347[/C][/ROW]
[ROW][C]76[/C][C]5000[/C][C]4607.04337222609[/C][C]1821.24051816041[/C][C]3571.7161096135[/C][C]-392.956627773909[/C][/ROW]
[ROW][C]77[/C][C]5480[/C][C]4967.58272848174[/C][C]2416.69681891865[/C][C]3575.72045259961[/C][C]-512.417271518261[/C][/ROW]
[ROW][C]78[/C][C]5770[/C][C]6194.35460786094[/C][C]1761.05946023088[/C][C]3584.58593190818[/C][C]424.354607860938[/C][/ROW]
[ROW][C]79[/C][C]4962[/C][C]4673.0353832872[/C][C]1657.51320549605[/C][C]3593.45141121675[/C][C]-288.964616712804[/C][/ROW]
[ROW][C]80[/C][C]4685[/C][C]4644.15469095761[/C][C]1124.95728155175[/C][C]3600.88802749064[/C][C]-40.8453090423909[/C][/ROW]
[ROW][C]81[/C][C]3607[/C][C]3981.72821685715[/C][C]-376.052860621676[/C][C]3608.32464376453[/C][C]374.728216857148[/C][/ROW]
[ROW][C]82[/C][C]2222[/C][C]2073.36522427409[/C][C]-1238.08201381677[/C][C]3608.71678954268[/C][C]-148.634775725905[/C][/ROW]
[ROW][C]83[/C][C]2467[/C][C]2821.27498227805[/C][C]-1496.38391759888[/C][C]3609.10893532082[/C][C]354.274982278055[/C][/ROW]
[ROW][C]84[/C][C]1594[/C][C]1782.5930978236[/C][C]-2184.93594995197[/C][C]3590.34285212836[/C][C]188.593097823603[/C][/ROW]
[ROW][C]85[/C][C]2228[/C][C]2233.21618132011[/C][C]-1348.79295025601[/C][C]3571.5767689359[/C][C]5.21618132010826[/C][/ROW]
[ROW][C]86[/C][C]1910[/C][C]1991.44586154911[/C][C]-1717.27682805807[/C][C]3545.83096650896[/C][C]81.445861549108[/C][/ROW]
[ROW][C]87[/C][C]3157[/C][C]3213.8575596087[/C][C]-419.942723690722[/C][C]3520.08516408202[/C][C]56.8575596086976[/C][/ROW]
[ROW][C]88[/C][C]4809[/C][C]4294.9809575085[/C][C]1821.24051816041[/C][C]3501.77852433109[/C][C]-514.019042491497[/C][/ROW]
[ROW][C]89[/C][C]6249[/C][C]6597.8312965012[/C][C]2416.69681891865[/C][C]3483.47188458015[/C][C]348.831296501198[/C][/ROW]
[ROW][C]90[/C][C]4607[/C][C]3977.83534113765[/C][C]1761.05946023088[/C][C]3475.10519863146[/C][C]-629.164658862347[/C][/ROW]
[ROW][C]91[/C][C]4975[/C][C]4825.74828182117[/C][C]1657.51320549605[/C][C]3466.73851268278[/C][C]-149.251718178833[/C][/ROW]
[ROW][C]92[/C][C]4784[/C][C]4977.37033565129[/C][C]1124.95728155175[/C][C]3465.67238279696[/C][C]193.370335651291[/C][/ROW]
[ROW][C]93[/C][C]3028[/C][C]2967.44660771054[/C][C]-376.052860621676[/C][C]3464.60625291113[/C][C]-60.5533922894574[/C][/ROW]
[ROW][C]94[/C][C]2461[/C][C]2694.9196455561[/C][C]-1238.08201381677[/C][C]3465.16236826067[/C][C]233.919645556098[/C][/ROW]
[ROW][C]95[/C][C]2218[/C][C]2466.66543398867[/C][C]-1496.38391759888[/C][C]3465.71848361021[/C][C]248.665433988668[/C][/ROW]
[ROW][C]96[/C][C]1351[/C][C]1425.97592063746[/C][C]-2184.93594995197[/C][C]3460.9600293145[/C][C]74.9759206374629[/C][/ROW]
[ROW][C]97[/C][C]2070[/C][C]2032.59137523722[/C][C]-1348.79295025601[/C][C]3456.2015750188[/C][C]-37.4086247627847[/C][/ROW]
[ROW][C]98[/C][C]1887[/C][C]2053.56415078577[/C][C]-1717.27682805807[/C][C]3437.71267727231[/C][C]166.564150785765[/C][/ROW]
[ROW][C]99[/C][C]3024[/C][C]3048.71894416491[/C][C]-419.942723690722[/C][C]3419.22377952582[/C][C]24.7189441649052[/C][/ROW]
[ROW][C]100[/C][C]4596[/C][C]3971.71481967825[/C][C]1821.24051816041[/C][C]3399.04466216134[/C][C]-624.28518032175[/C][/ROW]
[ROW][C]101[/C][C]6398[/C][C]7000.43763628448[/C][C]2416.69681891865[/C][C]3378.86554479686[/C][C]602.437636284484[/C][/ROW]
[ROW][C]102[/C][C]4459[/C][C]3781.70916576849[/C][C]1761.05946023088[/C][C]3375.23137400063[/C][C]-677.290834231509[/C][/ROW]
[ROW][C]103[/C][C]5382[/C][C]5734.88959129956[/C][C]1657.51320549605[/C][C]3371.59720320439[/C][C]352.889591299557[/C][/ROW]
[ROW][C]104[/C][C]4359[/C][C]4209.74143552093[/C][C]1124.95728155175[/C][C]3383.30128292731[/C][C]-149.258564479066[/C][/ROW]
[ROW][C]105[/C][C]2687[/C][C]2355.04749797144[/C][C]-376.052860621676[/C][C]3395.00536265024[/C][C]-331.952502028562[/C][/ROW]
[ROW][C]106[/C][C]2249[/C][C]2327.2334770262[/C][C]-1238.08201381677[/C][C]3408.84853679057[/C][C]78.2334770262046[/C][/ROW]
[ROW][C]107[/C][C]2154[/C][C]2381.69220666798[/C][C]-1496.38391759888[/C][C]3422.69171093089[/C][C]227.692206667985[/C][/ROW]
[ROW][C]108[/C][C]1169[/C][C]1091.43108949931[/C][C]-2184.93594995197[/C][C]3431.50486045265[/C][C]-77.5689105006868[/C][/ROW]
[ROW][C]109[/C][C]2429[/C][C]2766.4749402816[/C][C]-1348.79295025601[/C][C]3440.31800997441[/C][C]337.474940281599[/C][/ROW]
[ROW][C]110[/C][C]1762[/C][C]1793.34102852248[/C][C]-1717.27682805807[/C][C]3447.9357995356[/C][C]31.3410285224754[/C][/ROW]
[ROW][C]111[/C][C]2846[/C][C]2656.38913459394[/C][C]-419.942723690722[/C][C]3455.55358909678[/C][C]-189.610865406058[/C][/ROW]
[ROW][C]112[/C][C]5627[/C][C]5968.44087884213[/C][C]1821.24051816041[/C][C]3464.31860299746[/C][C]341.440878842127[/C][/ROW]
[ROW][C]113[/C][C]5749[/C][C]5608.2195641832[/C][C]2416.69681891865[/C][C]3473.08361689814[/C][C]-140.780435816798[/C][/ROW]
[ROW][C]114[/C][C]4502[/C][C]3761.87701728395[/C][C]1761.05946023088[/C][C]3481.06352248516[/C][C]-740.122982716045[/C][/ROW]
[ROW][C]115[/C][C]5720[/C][C]6293.44336643177[/C][C]1657.51320549605[/C][C]3489.04342807218[/C][C]573.443366431766[/C][/ROW]
[ROW][C]116[/C][C]4403[/C][C]4178.42996929148[/C][C]1124.95728155175[/C][C]3502.61274915677[/C][C]-224.570030708523[/C][/ROW]
[ROW][C]117[/C][C]2867[/C][C]2593.87079038032[/C][C]-376.052860621676[/C][C]3516.18207024136[/C][C]-273.129209619684[/C][/ROW]
[ROW][C]118[/C][C]2635[/C][C]2961.07709646633[/C][C]-1238.08201381677[/C][C]3547.00491735044[/C][C]326.077096466331[/C][/ROW]
[ROW][C]119[/C][C]2059[/C][C]2036.55615313936[/C][C]-1496.38391759888[/C][C]3577.82776445952[/C][C]-22.4438468606404[/C][/ROW]
[ROW][C]120[/C][C]1511[/C][C]1588.45275192609[/C][C]-2184.93594995197[/C][C]3618.48319802588[/C][C]77.4527519260882[/C][/ROW]
[ROW][C]121[/C][C]2359[/C][C]2407.65431866377[/C][C]-1348.79295025601[/C][C]3659.13863159224[/C][C]48.6543186637746[/C][/ROW]
[ROW][C]122[/C][C]1741[/C][C]1509.0389938038[/C][C]-1717.27682805807[/C][C]3690.23783425427[/C][C]-231.961006196202[/C][/ROW]
[ROW][C]123[/C][C]2917[/C][C]2532.60568677441[/C][C]-419.942723690722[/C][C]3721.33703691631[/C][C]-384.394313225589[/C][/ROW]
[ROW][C]124[/C][C]6249[/C][C]6942.98981963154[/C][C]1821.24051816041[/C][C]3733.76966220805[/C][C]693.989819631539[/C][/ROW]
[ROW][C]125[/C][C]5760[/C][C]5357.10089358156[/C][C]2416.69681891865[/C][C]3746.20228749979[/C][C]-402.899106418442[/C][/ROW]
[ROW][C]126[/C][C]6250[/C][C]6981.19910650325[/C][C]1761.05946023088[/C][C]3757.74143326587[/C][C]731.199106503251[/C][/ROW]
[ROW][C]127[/C][C]5134[/C][C]4841.206215472[/C][C]1657.51320549605[/C][C]3769.28057903194[/C][C]-292.793784527997[/C][/ROW]
[ROW][C]128[/C][C]4831[/C][C]4756.92109680817[/C][C]1124.95728155175[/C][C]3780.12162164008[/C][C]-74.0789031918321[/C][/ROW]
[ROW][C]129[/C][C]3695[/C][C]3975.09019637346[/C][C]-376.052860621676[/C][C]3790.96266424822[/C][C]280.09019637346[/C][/ROW]
[ROW][C]130[/C][C]2462[/C][C]2362.2642114943[/C][C]-1238.08201381677[/C][C]3799.81780232247[/C][C]-99.7357885057031[/C][/ROW]
[ROW][C]131[/C][C]2146[/C][C]1979.71097720215[/C][C]-1496.38391759888[/C][C]3808.67294039673[/C][C]-166.289022797852[/C][/ROW]
[ROW][C]132[/C][C]1579[/C][C]1527.46314065333[/C][C]-2184.93594995197[/C][C]3815.47280929864[/C][C]-51.5368593466728[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265400&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265400&T=2

As an alternative you can also use a QR Code:

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

Seasonal Decomposition by Loess - Time Series Components
t	Observed	Fitted	Seasonal	Trend	Remainder
1	1894	1596.52385562987	-1348.79295025601	3540.26909462615	-297.476144370135
2	1757	1692.00805380737	-1717.27682805807	3539.26877425071	-64.9919461926329
3	3582	4045.67426981546	-419.942723690722	3538.26845387526	463.674269815459
4	5321	5283.44362778411	1821.24051816041	3537.31585405548	-37.55637221589
5	5561	5168.93992684565	2416.69681891865	3536.3632542357	-392.060073154349
6	5907	6516.19869503395	1761.05946023088	3536.74184473517	609.198695033949
7	4944	4693.3663592693	1657.51320549605	3537.12043523464	-250.633640730695
8	4966	5268.36134089771	1124.95728155175	3538.68137755054	302.361340897707
9	3258	3351.81054075524	-376.052860621676	3540.24231986644	93.8105407552366
10	1964	1625.71151157865	-1238.08201381677	3540.37050223812	-338.288488421346
11	1743	1441.88523298908	-1496.38391759888	3540.49868460979	-301.114767010915
12	1262	1169.5892217735	-2184.93594995197	3539.34672817847	-92.4107782265019
13	2086	1982.59817850887	-1348.79295025601	3538.19477174714	-103.40182149113
14	1793	1760.88208439094	-1717.27682805807	3542.39474366713	-32.117915609062
15	3548	3969.3480081036	-419.942723690722	3546.59471558713	421.348008103596
16	5672	5958.9038724409	1821.24051816041	3563.85560939869	286.903872440903
17	6084	6170.1866778711	2416.69681891865	3581.11650321025	86.1866778711005
18	4914	4472.08047673919	1761.05946023088	3594.86006302992	-441.919523260807
19	4990	4713.88317165434	1657.51320549605	3608.6036228496	-276.116828345657
20	5139	5540.14811364761	1124.95728155175	3612.89460480064	401.148113647609
21	3218	3194.86727387	-376.052860621676	3617.18558675167	-23.1327261299989
22	2179	1955.30188797671	-1238.08201381677	3640.78012584006	-223.698112023294
23	2238	2308.00925267042	-1496.38391759888	3664.37466492845	70.0092526704248
24	1442	1369.5856461688	-2184.93594995197	3699.35030378316	-72.4143538311973
25	2205	2024.46700761814	-1348.79295025601	3734.32594263787	-180.532992381861
26	2025	2009.08463323662	-1717.27682805807	3758.19219482145	-15.9153667633782
27	3531	3699.8842766857	-419.942723690722	3782.05844700503	168.884276685695
28	4977	4336.01199638323	1821.24051816041	3796.74748545636	-640.988003616772
29	7998	9767.86665717365	2416.69681891865	3811.4365239077	1769.86665717365
30	4880	4181.84132833478	1761.05946023088	3817.09921143434	-698.158671665223
31	5231	4981.72489554296	1657.51320549605	3822.76189896099	-249.275104457039
32	5202	5465.29592376599	1124.95728155175	3813.74679468226	263.29592376599
33	3303	3177.32117021815	-376.052860621676	3804.73169040353	-125.678829781854
34	2683	2813.33656372327	-1238.08201381677	3790.7454500935	130.336563723266
35	2202	2123.6247078154	-1496.38391759888	3776.75920978348	-78.3752921845999
36	1376	1151.80041930949	-2184.93594995197	3785.13553064248	-224.199580690513
37	2422	2399.28109875453	-1348.79295025601	3793.51185150148	-22.7189012454687
38	1997	1906.01699365985	-1717.27682805807	3805.25983439823	-90.9830063401541
39	3163	2928.93490639575	-419.942723690722	3817.00781729497	-234.06509360425
40	5964	6291.69849645687	1821.24051816041	3815.06098538272	327.69849645687
41	5657	5084.18902761088	2416.69681891865	3813.11415347047	-572.81097238912
42	6415	7256.96214197125	1761.05946023088	3811.97839779787	841.962141971249
43	6208	6947.64415237868	1657.51320549605	3810.84264212527	739.644152378677
44	4500	4068.16738227965	1124.95728155175	3806.8753361686	-431.832617720348
45	2939	2451.14483040975	-376.052860621676	3802.90803021192	-487.855169590247
46	2702	2852.8358535914	-1238.08201381677	3789.24616022537	150.835853591401
47	2090	1900.79962736006	-1496.38391759888	3775.58429023881	-189.200372639936
48	1504	1434.21101749321	-2184.93594995197	3758.72493245876	-69.7889825067941
49	2549	2704.92737557731	-1348.79295025601	3741.86557467871	155.927375577306
50	1931	1839.93703129463	-1717.27682805807	3739.33979676344	-91.0629687053702
51	3013	2709.12870484254	-419.942723690722	3736.81401884818	-303.871295157456
52	6204	6846.27659213143	1821.24051816041	3740.48288970816	642.276592131431
53	5788	5415.15142051321	2416.69681891865	3744.15176056814	-372.848579486792
54	5611	5722.92865400338	1761.05946023088	3738.01188576574	111.928654003376
55	5594	5798.6147835406	1657.51320549605	3731.87201096334	204.614783540603
56	4647	4449.7035997133	1124.95728155175	3719.33911873495	-197.296400286699
57	3490	3649.24663411513	-376.052860621676	3706.80622650655	159.246634115125
58	2487	2527.07039804184	-1238.08201381677	3685.01161577493	40.0703980418389
59	1992	1817.16691255557	-1496.38391759888	3663.21700504331	-174.833087444434
60	1507	1558.05872983445	-2184.93594995197	3640.87722011751	51.0587298344526
61	2306	2342.2555150643	-1348.79295025601	3618.53743519172	36.2555150642961
62	2002	2116.43196588954	-1717.27682805807	3604.84486216853	114.431965889545
63	3075	2978.79043454538	-419.942723690722	3591.15228914534	-96.2095654546165
64	5331	5254.16444568124	1821.24051816041	3586.59503615835	-76.8355543187599
65	5589	5179.26539790999	2416.69681891865	3582.03778317136	-409.734602090014
66	5813	6279.90750909761	1761.05946023088	3585.03303067151	466.907509097609
67	4876	4506.45851633229	1657.51320549605	3588.02827817166	-369.541483667711
68	4665	4612.26481553254	1124.95728155175	3592.77790291571	-52.7351844674631
69	3601	3980.52533296191	-376.052860621676	3597.52752765976	379.525332961911
70	2192	2027.51115931371	-1238.08201381677	3594.57085450306	-164.488840686294
71	2111	2126.76973625251	-1496.38391759888	3591.61418134636	15.7697362525146
72	1580	1761.71261635184	-2184.93594995197	3583.22333360013	181.712616351838
73	2288	2349.96046440212	-1348.79295025601	3574.83248585389	61.9604644021197
74	1993	2132.00470181743	-1717.27682805807	3571.27212624064	139.004701817432
75	3228	3308.23095706333	-419.942723690722	3567.71176662739	80.2309570633347
76	5000	4607.04337222609	1821.24051816041	3571.7161096135	-392.956627773909
77	5480	4967.58272848174	2416.69681891865	3575.72045259961	-512.417271518261
78	5770	6194.35460786094	1761.05946023088	3584.58593190818	424.354607860938
79	4962	4673.0353832872	1657.51320549605	3593.45141121675	-288.964616712804
80	4685	4644.15469095761	1124.95728155175	3600.88802749064	-40.8453090423909
81	3607	3981.72821685715	-376.052860621676	3608.32464376453	374.728216857148
82	2222	2073.36522427409	-1238.08201381677	3608.71678954268	-148.634775725905
83	2467	2821.27498227805	-1496.38391759888	3609.10893532082	354.274982278055
84	1594	1782.5930978236	-2184.93594995197	3590.34285212836	188.593097823603
85	2228	2233.21618132011	-1348.79295025601	3571.5767689359	5.21618132010826
86	1910	1991.44586154911	-1717.27682805807	3545.83096650896	81.445861549108
87	3157	3213.8575596087	-419.942723690722	3520.08516408202	56.8575596086976
88	4809	4294.9809575085	1821.24051816041	3501.77852433109	-514.019042491497
89	6249	6597.8312965012	2416.69681891865	3483.47188458015	348.831296501198
90	4607	3977.83534113765	1761.05946023088	3475.10519863146	-629.164658862347
91	4975	4825.74828182117	1657.51320549605	3466.73851268278	-149.251718178833
92	4784	4977.37033565129	1124.95728155175	3465.67238279696	193.370335651291
93	3028	2967.44660771054	-376.052860621676	3464.60625291113	-60.5533922894574
94	2461	2694.9196455561	-1238.08201381677	3465.16236826067	233.919645556098
95	2218	2466.66543398867	-1496.38391759888	3465.71848361021	248.665433988668
96	1351	1425.97592063746	-2184.93594995197	3460.9600293145	74.9759206374629
97	2070	2032.59137523722	-1348.79295025601	3456.2015750188	-37.4086247627847
98	1887	2053.56415078577	-1717.27682805807	3437.71267727231	166.564150785765
99	3024	3048.71894416491	-419.942723690722	3419.22377952582	24.7189441649052
100	4596	3971.71481967825	1821.24051816041	3399.04466216134	-624.28518032175
101	6398	7000.43763628448	2416.69681891865	3378.86554479686	602.437636284484
102	4459	3781.70916576849	1761.05946023088	3375.23137400063	-677.290834231509
103	5382	5734.88959129956	1657.51320549605	3371.59720320439	352.889591299557
104	4359	4209.74143552093	1124.95728155175	3383.30128292731	-149.258564479066
105	2687	2355.04749797144	-376.052860621676	3395.00536265024	-331.952502028562
106	2249	2327.2334770262	-1238.08201381677	3408.84853679057	78.2334770262046
107	2154	2381.69220666798	-1496.38391759888	3422.69171093089	227.692206667985
108	1169	1091.43108949931	-2184.93594995197	3431.50486045265	-77.5689105006868
109	2429	2766.4749402816	-1348.79295025601	3440.31800997441	337.474940281599
110	1762	1793.34102852248	-1717.27682805807	3447.9357995356	31.3410285224754
111	2846	2656.38913459394	-419.942723690722	3455.55358909678	-189.610865406058
112	5627	5968.44087884213	1821.24051816041	3464.31860299746	341.440878842127
113	5749	5608.2195641832	2416.69681891865	3473.08361689814	-140.780435816798
114	4502	3761.87701728395	1761.05946023088	3481.06352248516	-740.122982716045
115	5720	6293.44336643177	1657.51320549605	3489.04342807218	573.443366431766
116	4403	4178.42996929148	1124.95728155175	3502.61274915677	-224.570030708523
117	2867	2593.87079038032	-376.052860621676	3516.18207024136	-273.129209619684
118	2635	2961.07709646633	-1238.08201381677	3547.00491735044	326.077096466331
119	2059	2036.55615313936	-1496.38391759888	3577.82776445952	-22.4438468606404
120	1511	1588.45275192609	-2184.93594995197	3618.48319802588	77.4527519260882
121	2359	2407.65431866377	-1348.79295025601	3659.13863159224	48.6543186637746
122	1741	1509.0389938038	-1717.27682805807	3690.23783425427	-231.961006196202
123	2917	2532.60568677441	-419.942723690722	3721.33703691631	-384.394313225589
124	6249	6942.98981963154	1821.24051816041	3733.76966220805	693.989819631539
125	5760	5357.10089358156	2416.69681891865	3746.20228749979	-402.899106418442
126	6250	6981.19910650325	1761.05946023088	3757.74143326587	731.199106503251
127	5134	4841.206215472	1657.51320549605	3769.28057903194	-292.793784527997
128	4831	4756.92109680817	1124.95728155175	3780.12162164008	-74.0789031918321
129	3695	3975.09019637346	-376.052860621676	3790.96266424822	280.09019637346
130	2462	2362.2642114943	-1238.08201381677	3799.81780232247	-99.7357885057031
131	2146	1979.71097720215	-1496.38391759888	3808.67294039673	-166.289022797852
132	1579	1527.46314065333	-2184.93594995197	3815.47280929864	-51.5368593466728

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 = 12 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ;

Parameters (R input):

par1 = 12 ; par2 = periodic ; par3 = 0 ; par4 = ; par5 = 1 ; par6 = ; par7 = 1 ; par8 = FALSE ;

R code (references can be found in the software module):

par1 <- as.numeric(par1) #seasonal period
if (par2 != 'periodic') par2 <- as.numeric(par2) #s.window
par3 <- as.numeric(par3) #s.degree
if (par4 == '') par4 <- NULL else par4 <- as.numeric(par4)#t.window
par5 <- as.numeric(par5)#t.degree
if (par6 != '') par6 <- as.numeric(par6)#l.window
par7 <- as.numeric(par7)#l.degree
if (par8 == 'FALSE') par8 <- FALSE else par9 <- TRUE #robust
nx <- length(x)
x <- ts(x,frequency=par1)
if (par6 != '') {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.window=par6, l.degree=par7, robust=par8)
} else {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.degree=par7, robust=par8)
}
m$time.series
m$win
m$deg
m$jump
m$inner
m$outer
bitmap(file='test1.png')
plot(m,main=main)
dev.off()
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$time.series[,'trend']),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$time.series[,'seasonal']),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$time.series[,'remainder']),na.action=na.pass,lag.max = mylagmax,main='Remainder')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Parameters',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Component',header=TRUE)
a<-table.element(a,'Window',header=TRUE)
a<-table.element(a,'Degree',header=TRUE)
a<-table.element(a,'Jump',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,m$win['s'])
a<-table.element(a,m$deg['s'])
a<-table.element(a,m$jump['s'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,m$win['t'])
a<-table.element(a,m$deg['t'])
a<-table.element(a,m$jump['t'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Low-pass',header=TRUE)
a<-table.element(a,m$win['l'])
a<-table.element(a,m$deg['l'])
a<-table.element(a,m$jump['l'])
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Time Series Components',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observed',header=TRUE)
a<-table.element(a,'Fitted',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Remainder',header=TRUE)
a<-table.row.end(a)
for (i in 1:nx) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]+m$time.series[i,'remainder'])
a<-table.element(a,m$time.series[i,'seasonal'])
a<-table.element(a,m$time.series[i,'trend'])
a<-table.element(a,m$time.series[i,'remainder'])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code