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rwasp_decomposeloess.wasp

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Decomposition by Loess

Date of computation

Wed, 10 Dec 2014 15:39:48 +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/t14182260205rj02tntjaxjz60.htm/, Retrieved Sun, 12 May 2024 08:14:52 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=265409, Retrieved Sun, 12 May 2024 08:14:52 +0000

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User-defined keywords

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 15:39:48] [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	'George Udny Yule' @ yule.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 & 'George Udny Yule' @ yule.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265409&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]'George Udny Yule' @ yule.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265409&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265409&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	'George Udny Yule' @ yule.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=265409&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=265409&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265409&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	2132	2230.48948487179	-256.640737011807	2290.15125214002	98.48948487179
2	1964	1806.00021185301	-188.694790834432	2310.69457898142	-157.999788146985
3	2209	2126.51121559119	-39.74912141401	2331.23790582282	-82.488784408808
4	1965	2056.50137358364	-478.650700009998	2352.14932642635	91.5013735836442
5	2631	2757.85519724991	131.084055720202	2373.06074702989	126.855197249908
6	2583	2653.98202550721	116.836100201164	2395.18187429163	70.9820255072086
7	2714	2888.19968379957	122.497314647067	2417.30300155336	174.199683799568
8	2248	1907.74630922424	148.025984321152	2440.22770645461	-340.253690775763
9	2364	2203.20179177195	61.6457968721914	2463.15241135586	-160.798208228047
10	3042	2995.84410829173	605.855820293014	2482.30007141526	-46.155891708273
11	2316	2365.3955570638	-234.843288538462	2501.44773147466	49.3955570637991
12	2735	2934.77330833262	12.6335091074506	2522.59318255993	199.773308332624
13	2493	2698.90210336662	-256.640737011807	2543.73863364519	205.90210336662
14	2136	1887.93328003835	-188.694790834432	2572.76151079608	-248.066719961648
15	2467	2371.96473346704	-39.74912141401	2601.78438794697	-95.0352665329633
16	2414	2674.98526786611	-478.650700009998	2631.66543214389	260.985267866111
17	2556	2319.369467939	131.084055720202	2661.5464763408	-236.630532061003
18	2768	2730.40383117675	116.836100201164	2688.76006862208	-37.5961688232478
19	2998	3157.52902444957	122.497314647067	2715.97366090337	159.529024449566
20	2573	2257.23019811795	148.025984321152	2740.7438175609	-315.769801882051
21	3005	3182.84022890938	61.6457968721914	2765.51397421843	177.840228909379
22	3469	3543.76422257698	605.855820293014	2788.37995713	74.7642225769823
23	2540	2503.59734849688	-234.843288538462	2811.24594004158	-36.4026515031173
24	3187	3525.33132845993	12.6335091074506	2836.03516243262	338.331328459931
25	2689	2773.81635218815	-256.640737011807	2860.82438482366	84.8163521881506
26	2154	1616.72806571194	-188.694790834432	2879.96672512249	-537.27193428806
27	3065	3270.64005599268	-39.74912141401	2899.10906542133	205.640055992683
28	2397	2361.63846690408	-478.650700009998	2911.01223310591	-35.3615330959155
29	2787	2520.0005434893	131.084055720202	2922.9154007905	-266.999456510703
30	3579	4110.5949607629	116.836100201164	2930.56893903593	531.594960762904
31	2915	2769.28020807157	122.497314647067	2938.22247728136	-145.71979192843
32	3025	2969.0521762948	148.025984321152	2932.92183938405	-55.9478237051999
33	3245	3500.73300164108	61.6457968721914	2927.62120148673	255.733001641078
34	3328	3153.92776577566	605.855820293014	2896.21641393133	-174.072234224339
35	2840	3050.03166216254	-234.843288538462	2864.81162637592	210.031662162541
36	3342	3851.11500174511	12.6335091074506	2820.25148914744	509.115001745111
37	2261	2002.94938509285	-256.640737011807	2775.69135191896	-258.050614907148
38	2590	2639.81587700445	-188.694790834432	2728.87891382999	49.8158770044452
39	2624	2605.68264567299	-39.74912141401	2682.06647574102	-18.3173543270086
40	1860	1564.88764316428	-478.650700009998	2633.76305684572	-295.11235683572
41	2577	2437.45630632938	131.084055720202	2585.45963795042	-139.54369367062
42	2646	2630.61353768865	116.836100201164	2544.55036211019	-15.3864623113518
43	2639	2651.86159908298	122.497314647067	2503.64108626996	12.8615990829753
44	2807	2980.94683922549	148.025984321152	2485.02717645335	173.946839225495
45	2350	2171.94093649106	61.6457968721914	2466.41326663675	-178.059063508938
46	3053	3039.76674518332	605.855820293014	2460.37743452366	-13.2332548166769
47	2203	2186.50168612788	-234.843288538462	2454.34160241058	-16.4983138721182
48	2471	2478.82146816627	12.6335091074506	2450.54502272628	7.82146816627028
49	1967	1743.89229396983	-256.640737011807	2446.74844304198	-223.10770603017
50	2473	2689.56764953797	-188.694790834432	2445.12714129646	216.567649537973
51	2397	2390.24328186307	-39.74912141401	2443.50583955094	-6.75671813693043
52	1904	1840.81191514678	-478.650700009998	2445.83878486322	-63.1880848532219
53	2732	2884.7442141043	131.084055720202	2448.1717301755	152.744214104297
54	2297	2025.61551696278	116.836100201164	2451.54838283606	-271.384483037221
55	2734	2890.57764985632	122.497314647067	2454.92503549661	156.577649856319
56	2719	2827.8320717246	148.025984321152	2462.14194395425	108.832071724598
57	2296	2060.99535071592	61.6457968721914	2469.35885241188	-235.004649284077
58	3243	3399.31430550926	605.855820293014	2480.82987419772	156.314305509264
59	2166	2074.5423925549	-234.843288538462	2492.30089598356	-91.457607445097
60	2261	2004.02474818124	12.6335091074506	2505.34174271131	-256.975251818763
61	2408	2554.25814757274	-256.640737011807	2518.38258943907	146.258147572742
62	2536	2728.87257992838	-188.694790834432	2531.82221090605	192.87257992838
63	2324	2142.48728904097	-39.74912141401	2545.26183237304	-181.512710959029
64	2178	2278.152909604	-478.650700009998	2556.497790406	100.152909604
65	2803	2907.18219584084	131.084055720202	2567.73374843896	104.182195840842
66	2604	2518.82258579447	116.836100201164	2572.34131400437	-85.1774142055338
67	2782	2864.55380578315	122.497314647067	2576.94887956978	82.5538057831495
68	2656	2584.77564007091	148.025984321152	2579.19837560794	-71.2243599290896
69	2801	2958.90633148172	61.6457968721914	2581.44787164609	157.906331481719
70	3122	3050.87272820477	605.855820293014	2587.27145150221	-71.1272717952265
71	2393	2427.74825718013	-234.843288538462	2593.09503135834	34.7482571801261
72	2233	1856.09562633085	12.6335091074506	2597.2708645617	-376.904373669147
73	2451	2557.19403924675	-256.640737011807	2601.44669776506	106.194039246751
74	2596	2776.78223743487	-188.694790834432	2603.91255339956	180.782237434871
75	2467	2367.37071237994	-39.74912141401	2606.37840903407	-99.6292876200555
76	2210	2290.91138525249	-478.650700009998	2607.7393147575	80.9113852524943
77	2948	3155.81572379886	131.084055720202	2609.10022048094	207.815723798856
78	2507	2288.32856209714	116.836100201164	2608.83533770169	-218.671437902857
79	3019	3306.93223043049	122.497314647067	2608.57045492244	287.932230430489
80	2401	2051.18769960122	148.025984321152	2602.78631607763	-349.812300398778
81	2818	2977.352025895	61.6457968721914	2597.00217723281	159.352025895003
82	3305	3411.3674530876	605.855820293014	2592.77672661939	106.367453087597
83	2101	1848.29201253249	-234.843288538462	2588.55127600597	-252.707987467511
84	2582	2562.02277787927	12.6335091074506	2589.34371301328	-19.977222120735
85	2407	2480.50458699121	-256.640737011807	2590.1361500206	73.5045869912115
86	2416	2426.79989423348	-188.694790834432	2593.89489660095	10.7998942334848
87	2463	2368.09547823271	-39.74912141401	2597.6536431813	-94.9045217672888
88	2228	2334.69802752918	-478.650700009998	2599.95267248081	106.698027529185
89	2616	2498.66424249947	131.084055720202	2602.25170178033	-117.33575750053
90	2934	3145.51866723217	116.836100201164	2605.64523256666	211.518667232175
91	2668	2604.46392199994	122.497314647067	2609.038763353	-63.5360780000619
92	2808	2855.92100872758	148.025984321152	2612.05300695127	47.9210087275806
93	2664	2651.28695257827	61.6457968721914	2615.06725054954	-12.7130474217302
94	3112	3004.21261494092	605.855820293014	2613.93156476607	-107.787385059083
95	2321	2264.04740955586	-234.843288538462	2612.7958789826	-56.9525904441375
96	2718	2820.53722427771	12.6335091074506	2602.82926661483	102.537224277714
97	2297	2257.77808276474	-256.640737011807	2592.86265424707	-39.2219172352629
98	2534	2672.58686651066	-188.694790834432	2584.10792432377	138.58686651066
99	2647	2758.39592701354	-39.74912141401	2575.35319440047	111.395927013537
100	2064	2037.29022522679	-478.650700009998	2569.3604747832	-26.7097747732059
101	2642	2589.54818911386	131.084055720202	2563.36775516593	-52.4518108861371
102	2702	2734.43681539398	116.836100201164	2552.72708440486	32.436815393979
103	2348	2031.41627170915	122.497314647067	2542.08641364378	-316.583728290846
104	2734	2787.85381846588	148.025984321152	2532.12019721297	53.8538184658769
105	2709	2834.20022234565	61.6457968721914	2522.15398078216	125.200222345647
106	3206	3289.1635590775	605.855820293014	2516.98062062949	83.1635590775004
107	2214	2151.03602806165	-234.843288538462	2511.80726047681	-62.9639719383481
108	2531	2540.66253673997	12.6335091074506	2508.70395415258	9.66253673997016
109	2119	1989.04008918346	-256.640737011807	2505.60064782835	-129.959910816541
110	2369	2425.83524035742	-188.694790834432	2500.85955047701	56.8352403574231
111	2682	2907.63066828834	-39.74912141401	2496.11845312567	225.63066828834
112	1840	1673.44560837632	-478.650700009998	2485.20509163367	-166.554391623677
113	2622	2638.62421413812	131.084055720202	2474.29173014168	16.6242141381181
114	2570	2563.38700591122	116.836100201164	2459.77689388762	-6.61299408877994
115	2447	2326.24062771938	122.497314647067	2445.26205763355	-120.759372280619
116	2871	3164.14703847375	148.025984321152	2429.8269772051	293.147038473749
117	2485	2493.96230635116	61.6457968721914	2414.39189677664	8.96230635116399
118	2957	2907.55926366634	605.855820293014	2400.58491604065	-49.4407363336632
119	2102	2052.06535323381	-234.843288538462	2386.77793530465	-49.9346467661921
120	2250	2117.89046095018	12.6335091074506	2369.47602994237	-132.109539049821
121	2051	2006.46661243172	-256.640737011807	2352.17412458009	-44.53338756828
122	2260	2375.65711328673	-188.694790834432	2333.0376775477	115.657113286733
123	2327	2379.8478908987	-39.74912141401	2313.90123051531	52.8478908986986
124	1781	1744.96464920673	-478.650700009998	2295.68605080327	-36.0353507932682
125	2631	2853.44507318858	131.084055720202	2277.47087109122	222.445073188576
126	2180	1988.9530204934	116.836100201164	2254.21087930544	-191.0469795066
127	2150	1946.55179783328	122.497314647067	2230.95088751965	-203.448202166717
128	2837	3319.41511535328	148.025984321152	2206.55890032557	482.41511535328
129	1976	1708.18728999632	61.6457968721914	2182.16691313149	-267.812710003677
130	2836	2908.91464965551	605.855820293014	2157.22953005148	72.9146496555059
131	2203	2508.55114156699	-234.843288538462	2132.29214697148	305.551141566986
132	1770	1420.63251870846	12.6335091074506	2106.73397218408	-349.367481291536

\begin{tabular}{lllllllll}
\hline
Seasonal Decomposition by Loess - Time Series Components \tabularnewline
t & Observed & Fitted & Seasonal & Trend & Remainder \tabularnewline
1 & 2132 & 2230.48948487179 & -256.640737011807 & 2290.15125214002 & 98.48948487179 \tabularnewline
2 & 1964 & 1806.00021185301 & -188.694790834432 & 2310.69457898142 & -157.999788146985 \tabularnewline
3 & 2209 & 2126.51121559119 & -39.74912141401 & 2331.23790582282 & -82.488784408808 \tabularnewline
4 & 1965 & 2056.50137358364 & -478.650700009998 & 2352.14932642635 & 91.5013735836442 \tabularnewline
5 & 2631 & 2757.85519724991 & 131.084055720202 & 2373.06074702989 & 126.855197249908 \tabularnewline
6 & 2583 & 2653.98202550721 & 116.836100201164 & 2395.18187429163 & 70.9820255072086 \tabularnewline
7 & 2714 & 2888.19968379957 & 122.497314647067 & 2417.30300155336 & 174.199683799568 \tabularnewline
8 & 2248 & 1907.74630922424 & 148.025984321152 & 2440.22770645461 & -340.253690775763 \tabularnewline
9 & 2364 & 2203.20179177195 & 61.6457968721914 & 2463.15241135586 & -160.798208228047 \tabularnewline
10 & 3042 & 2995.84410829173 & 605.855820293014 & 2482.30007141526 & -46.155891708273 \tabularnewline
11 & 2316 & 2365.3955570638 & -234.843288538462 & 2501.44773147466 & 49.3955570637991 \tabularnewline
12 & 2735 & 2934.77330833262 & 12.6335091074506 & 2522.59318255993 & 199.773308332624 \tabularnewline
13 & 2493 & 2698.90210336662 & -256.640737011807 & 2543.73863364519 & 205.90210336662 \tabularnewline
14 & 2136 & 1887.93328003835 & -188.694790834432 & 2572.76151079608 & -248.066719961648 \tabularnewline
15 & 2467 & 2371.96473346704 & -39.74912141401 & 2601.78438794697 & -95.0352665329633 \tabularnewline
16 & 2414 & 2674.98526786611 & -478.650700009998 & 2631.66543214389 & 260.985267866111 \tabularnewline
17 & 2556 & 2319.369467939 & 131.084055720202 & 2661.5464763408 & -236.630532061003 \tabularnewline
18 & 2768 & 2730.40383117675 & 116.836100201164 & 2688.76006862208 & -37.5961688232478 \tabularnewline
19 & 2998 & 3157.52902444957 & 122.497314647067 & 2715.97366090337 & 159.529024449566 \tabularnewline
20 & 2573 & 2257.23019811795 & 148.025984321152 & 2740.7438175609 & -315.769801882051 \tabularnewline
21 & 3005 & 3182.84022890938 & 61.6457968721914 & 2765.51397421843 & 177.840228909379 \tabularnewline
22 & 3469 & 3543.76422257698 & 605.855820293014 & 2788.37995713 & 74.7642225769823 \tabularnewline
23 & 2540 & 2503.59734849688 & -234.843288538462 & 2811.24594004158 & -36.4026515031173 \tabularnewline
24 & 3187 & 3525.33132845993 & 12.6335091074506 & 2836.03516243262 & 338.331328459931 \tabularnewline
25 & 2689 & 2773.81635218815 & -256.640737011807 & 2860.82438482366 & 84.8163521881506 \tabularnewline
26 & 2154 & 1616.72806571194 & -188.694790834432 & 2879.96672512249 & -537.27193428806 \tabularnewline
27 & 3065 & 3270.64005599268 & -39.74912141401 & 2899.10906542133 & 205.640055992683 \tabularnewline
28 & 2397 & 2361.63846690408 & -478.650700009998 & 2911.01223310591 & -35.3615330959155 \tabularnewline
29 & 2787 & 2520.0005434893 & 131.084055720202 & 2922.9154007905 & -266.999456510703 \tabularnewline
30 & 3579 & 4110.5949607629 & 116.836100201164 & 2930.56893903593 & 531.594960762904 \tabularnewline
31 & 2915 & 2769.28020807157 & 122.497314647067 & 2938.22247728136 & -145.71979192843 \tabularnewline
32 & 3025 & 2969.0521762948 & 148.025984321152 & 2932.92183938405 & -55.9478237051999 \tabularnewline
33 & 3245 & 3500.73300164108 & 61.6457968721914 & 2927.62120148673 & 255.733001641078 \tabularnewline
34 & 3328 & 3153.92776577566 & 605.855820293014 & 2896.21641393133 & -174.072234224339 \tabularnewline
35 & 2840 & 3050.03166216254 & -234.843288538462 & 2864.81162637592 & 210.031662162541 \tabularnewline
36 & 3342 & 3851.11500174511 & 12.6335091074506 & 2820.25148914744 & 509.115001745111 \tabularnewline
37 & 2261 & 2002.94938509285 & -256.640737011807 & 2775.69135191896 & -258.050614907148 \tabularnewline
38 & 2590 & 2639.81587700445 & -188.694790834432 & 2728.87891382999 & 49.8158770044452 \tabularnewline
39 & 2624 & 2605.68264567299 & -39.74912141401 & 2682.06647574102 & -18.3173543270086 \tabularnewline
40 & 1860 & 1564.88764316428 & -478.650700009998 & 2633.76305684572 & -295.11235683572 \tabularnewline
41 & 2577 & 2437.45630632938 & 131.084055720202 & 2585.45963795042 & -139.54369367062 \tabularnewline
42 & 2646 & 2630.61353768865 & 116.836100201164 & 2544.55036211019 & -15.3864623113518 \tabularnewline
43 & 2639 & 2651.86159908298 & 122.497314647067 & 2503.64108626996 & 12.8615990829753 \tabularnewline
44 & 2807 & 2980.94683922549 & 148.025984321152 & 2485.02717645335 & 173.946839225495 \tabularnewline
45 & 2350 & 2171.94093649106 & 61.6457968721914 & 2466.41326663675 & -178.059063508938 \tabularnewline
46 & 3053 & 3039.76674518332 & 605.855820293014 & 2460.37743452366 & -13.2332548166769 \tabularnewline
47 & 2203 & 2186.50168612788 & -234.843288538462 & 2454.34160241058 & -16.4983138721182 \tabularnewline
48 & 2471 & 2478.82146816627 & 12.6335091074506 & 2450.54502272628 & 7.82146816627028 \tabularnewline
49 & 1967 & 1743.89229396983 & -256.640737011807 & 2446.74844304198 & -223.10770603017 \tabularnewline
50 & 2473 & 2689.56764953797 & -188.694790834432 & 2445.12714129646 & 216.567649537973 \tabularnewline
51 & 2397 & 2390.24328186307 & -39.74912141401 & 2443.50583955094 & -6.75671813693043 \tabularnewline
52 & 1904 & 1840.81191514678 & -478.650700009998 & 2445.83878486322 & -63.1880848532219 \tabularnewline
53 & 2732 & 2884.7442141043 & 131.084055720202 & 2448.1717301755 & 152.744214104297 \tabularnewline
54 & 2297 & 2025.61551696278 & 116.836100201164 & 2451.54838283606 & -271.384483037221 \tabularnewline
55 & 2734 & 2890.57764985632 & 122.497314647067 & 2454.92503549661 & 156.577649856319 \tabularnewline
56 & 2719 & 2827.8320717246 & 148.025984321152 & 2462.14194395425 & 108.832071724598 \tabularnewline
57 & 2296 & 2060.99535071592 & 61.6457968721914 & 2469.35885241188 & -235.004649284077 \tabularnewline
58 & 3243 & 3399.31430550926 & 605.855820293014 & 2480.82987419772 & 156.314305509264 \tabularnewline
59 & 2166 & 2074.5423925549 & -234.843288538462 & 2492.30089598356 & -91.457607445097 \tabularnewline
60 & 2261 & 2004.02474818124 & 12.6335091074506 & 2505.34174271131 & -256.975251818763 \tabularnewline
61 & 2408 & 2554.25814757274 & -256.640737011807 & 2518.38258943907 & 146.258147572742 \tabularnewline
62 & 2536 & 2728.87257992838 & -188.694790834432 & 2531.82221090605 & 192.87257992838 \tabularnewline
63 & 2324 & 2142.48728904097 & -39.74912141401 & 2545.26183237304 & -181.512710959029 \tabularnewline
64 & 2178 & 2278.152909604 & -478.650700009998 & 2556.497790406 & 100.152909604 \tabularnewline
65 & 2803 & 2907.18219584084 & 131.084055720202 & 2567.73374843896 & 104.182195840842 \tabularnewline
66 & 2604 & 2518.82258579447 & 116.836100201164 & 2572.34131400437 & -85.1774142055338 \tabularnewline
67 & 2782 & 2864.55380578315 & 122.497314647067 & 2576.94887956978 & 82.5538057831495 \tabularnewline
68 & 2656 & 2584.77564007091 & 148.025984321152 & 2579.19837560794 & -71.2243599290896 \tabularnewline
69 & 2801 & 2958.90633148172 & 61.6457968721914 & 2581.44787164609 & 157.906331481719 \tabularnewline
70 & 3122 & 3050.87272820477 & 605.855820293014 & 2587.27145150221 & -71.1272717952265 \tabularnewline
71 & 2393 & 2427.74825718013 & -234.843288538462 & 2593.09503135834 & 34.7482571801261 \tabularnewline
72 & 2233 & 1856.09562633085 & 12.6335091074506 & 2597.2708645617 & -376.904373669147 \tabularnewline
73 & 2451 & 2557.19403924675 & -256.640737011807 & 2601.44669776506 & 106.194039246751 \tabularnewline
74 & 2596 & 2776.78223743487 & -188.694790834432 & 2603.91255339956 & 180.782237434871 \tabularnewline
75 & 2467 & 2367.37071237994 & -39.74912141401 & 2606.37840903407 & -99.6292876200555 \tabularnewline
76 & 2210 & 2290.91138525249 & -478.650700009998 & 2607.7393147575 & 80.9113852524943 \tabularnewline
77 & 2948 & 3155.81572379886 & 131.084055720202 & 2609.10022048094 & 207.815723798856 \tabularnewline
78 & 2507 & 2288.32856209714 & 116.836100201164 & 2608.83533770169 & -218.671437902857 \tabularnewline
79 & 3019 & 3306.93223043049 & 122.497314647067 & 2608.57045492244 & 287.932230430489 \tabularnewline
80 & 2401 & 2051.18769960122 & 148.025984321152 & 2602.78631607763 & -349.812300398778 \tabularnewline
81 & 2818 & 2977.352025895 & 61.6457968721914 & 2597.00217723281 & 159.352025895003 \tabularnewline
82 & 3305 & 3411.3674530876 & 605.855820293014 & 2592.77672661939 & 106.367453087597 \tabularnewline
83 & 2101 & 1848.29201253249 & -234.843288538462 & 2588.55127600597 & -252.707987467511 \tabularnewline
84 & 2582 & 2562.02277787927 & 12.6335091074506 & 2589.34371301328 & -19.977222120735 \tabularnewline
85 & 2407 & 2480.50458699121 & -256.640737011807 & 2590.1361500206 & 73.5045869912115 \tabularnewline
86 & 2416 & 2426.79989423348 & -188.694790834432 & 2593.89489660095 & 10.7998942334848 \tabularnewline
87 & 2463 & 2368.09547823271 & -39.74912141401 & 2597.6536431813 & -94.9045217672888 \tabularnewline
88 & 2228 & 2334.69802752918 & -478.650700009998 & 2599.95267248081 & 106.698027529185 \tabularnewline
89 & 2616 & 2498.66424249947 & 131.084055720202 & 2602.25170178033 & -117.33575750053 \tabularnewline
90 & 2934 & 3145.51866723217 & 116.836100201164 & 2605.64523256666 & 211.518667232175 \tabularnewline
91 & 2668 & 2604.46392199994 & 122.497314647067 & 2609.038763353 & -63.5360780000619 \tabularnewline
92 & 2808 & 2855.92100872758 & 148.025984321152 & 2612.05300695127 & 47.9210087275806 \tabularnewline
93 & 2664 & 2651.28695257827 & 61.6457968721914 & 2615.06725054954 & -12.7130474217302 \tabularnewline
94 & 3112 & 3004.21261494092 & 605.855820293014 & 2613.93156476607 & -107.787385059083 \tabularnewline
95 & 2321 & 2264.04740955586 & -234.843288538462 & 2612.7958789826 & -56.9525904441375 \tabularnewline
96 & 2718 & 2820.53722427771 & 12.6335091074506 & 2602.82926661483 & 102.537224277714 \tabularnewline
97 & 2297 & 2257.77808276474 & -256.640737011807 & 2592.86265424707 & -39.2219172352629 \tabularnewline
98 & 2534 & 2672.58686651066 & -188.694790834432 & 2584.10792432377 & 138.58686651066 \tabularnewline
99 & 2647 & 2758.39592701354 & -39.74912141401 & 2575.35319440047 & 111.395927013537 \tabularnewline
100 & 2064 & 2037.29022522679 & -478.650700009998 & 2569.3604747832 & -26.7097747732059 \tabularnewline
101 & 2642 & 2589.54818911386 & 131.084055720202 & 2563.36775516593 & -52.4518108861371 \tabularnewline
102 & 2702 & 2734.43681539398 & 116.836100201164 & 2552.72708440486 & 32.436815393979 \tabularnewline
103 & 2348 & 2031.41627170915 & 122.497314647067 & 2542.08641364378 & -316.583728290846 \tabularnewline
104 & 2734 & 2787.85381846588 & 148.025984321152 & 2532.12019721297 & 53.8538184658769 \tabularnewline
105 & 2709 & 2834.20022234565 & 61.6457968721914 & 2522.15398078216 & 125.200222345647 \tabularnewline
106 & 3206 & 3289.1635590775 & 605.855820293014 & 2516.98062062949 & 83.1635590775004 \tabularnewline
107 & 2214 & 2151.03602806165 & -234.843288538462 & 2511.80726047681 & -62.9639719383481 \tabularnewline
108 & 2531 & 2540.66253673997 & 12.6335091074506 & 2508.70395415258 & 9.66253673997016 \tabularnewline
109 & 2119 & 1989.04008918346 & -256.640737011807 & 2505.60064782835 & -129.959910816541 \tabularnewline
110 & 2369 & 2425.83524035742 & -188.694790834432 & 2500.85955047701 & 56.8352403574231 \tabularnewline
111 & 2682 & 2907.63066828834 & -39.74912141401 & 2496.11845312567 & 225.63066828834 \tabularnewline
112 & 1840 & 1673.44560837632 & -478.650700009998 & 2485.20509163367 & -166.554391623677 \tabularnewline
113 & 2622 & 2638.62421413812 & 131.084055720202 & 2474.29173014168 & 16.6242141381181 \tabularnewline
114 & 2570 & 2563.38700591122 & 116.836100201164 & 2459.77689388762 & -6.61299408877994 \tabularnewline
115 & 2447 & 2326.24062771938 & 122.497314647067 & 2445.26205763355 & -120.759372280619 \tabularnewline
116 & 2871 & 3164.14703847375 & 148.025984321152 & 2429.8269772051 & 293.147038473749 \tabularnewline
117 & 2485 & 2493.96230635116 & 61.6457968721914 & 2414.39189677664 & 8.96230635116399 \tabularnewline
118 & 2957 & 2907.55926366634 & 605.855820293014 & 2400.58491604065 & -49.4407363336632 \tabularnewline
119 & 2102 & 2052.06535323381 & -234.843288538462 & 2386.77793530465 & -49.9346467661921 \tabularnewline
120 & 2250 & 2117.89046095018 & 12.6335091074506 & 2369.47602994237 & -132.109539049821 \tabularnewline
121 & 2051 & 2006.46661243172 & -256.640737011807 & 2352.17412458009 & -44.53338756828 \tabularnewline
122 & 2260 & 2375.65711328673 & -188.694790834432 & 2333.0376775477 & 115.657113286733 \tabularnewline
123 & 2327 & 2379.8478908987 & -39.74912141401 & 2313.90123051531 & 52.8478908986986 \tabularnewline
124 & 1781 & 1744.96464920673 & -478.650700009998 & 2295.68605080327 & -36.0353507932682 \tabularnewline
125 & 2631 & 2853.44507318858 & 131.084055720202 & 2277.47087109122 & 222.445073188576 \tabularnewline
126 & 2180 & 1988.9530204934 & 116.836100201164 & 2254.21087930544 & -191.0469795066 \tabularnewline
127 & 2150 & 1946.55179783328 & 122.497314647067 & 2230.95088751965 & -203.448202166717 \tabularnewline
128 & 2837 & 3319.41511535328 & 148.025984321152 & 2206.55890032557 & 482.41511535328 \tabularnewline
129 & 1976 & 1708.18728999632 & 61.6457968721914 & 2182.16691313149 & -267.812710003677 \tabularnewline
130 & 2836 & 2908.91464965551 & 605.855820293014 & 2157.22953005148 & 72.9146496555059 \tabularnewline
131 & 2203 & 2508.55114156699 & -234.843288538462 & 2132.29214697148 & 305.551141566986 \tabularnewline
132 & 1770 & 1420.63251870846 & 12.6335091074506 & 2106.73397218408 & -349.367481291536 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=265409&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]2132[/C][C]2230.48948487179[/C][C]-256.640737011807[/C][C]2290.15125214002[/C][C]98.48948487179[/C][/ROW]
[ROW][C]2[/C][C]1964[/C][C]1806.00021185301[/C][C]-188.694790834432[/C][C]2310.69457898142[/C][C]-157.999788146985[/C][/ROW]
[ROW][C]3[/C][C]2209[/C][C]2126.51121559119[/C][C]-39.74912141401[/C][C]2331.23790582282[/C][C]-82.488784408808[/C][/ROW]
[ROW][C]4[/C][C]1965[/C][C]2056.50137358364[/C][C]-478.650700009998[/C][C]2352.14932642635[/C][C]91.5013735836442[/C][/ROW]
[ROW][C]5[/C][C]2631[/C][C]2757.85519724991[/C][C]131.084055720202[/C][C]2373.06074702989[/C][C]126.855197249908[/C][/ROW]
[ROW][C]6[/C][C]2583[/C][C]2653.98202550721[/C][C]116.836100201164[/C][C]2395.18187429163[/C][C]70.9820255072086[/C][/ROW]
[ROW][C]7[/C][C]2714[/C][C]2888.19968379957[/C][C]122.497314647067[/C][C]2417.30300155336[/C][C]174.199683799568[/C][/ROW]
[ROW][C]8[/C][C]2248[/C][C]1907.74630922424[/C][C]148.025984321152[/C][C]2440.22770645461[/C][C]-340.253690775763[/C][/ROW]
[ROW][C]9[/C][C]2364[/C][C]2203.20179177195[/C][C]61.6457968721914[/C][C]2463.15241135586[/C][C]-160.798208228047[/C][/ROW]
[ROW][C]10[/C][C]3042[/C][C]2995.84410829173[/C][C]605.855820293014[/C][C]2482.30007141526[/C][C]-46.155891708273[/C][/ROW]
[ROW][C]11[/C][C]2316[/C][C]2365.3955570638[/C][C]-234.843288538462[/C][C]2501.44773147466[/C][C]49.3955570637991[/C][/ROW]
[ROW][C]12[/C][C]2735[/C][C]2934.77330833262[/C][C]12.6335091074506[/C][C]2522.59318255993[/C][C]199.773308332624[/C][/ROW]
[ROW][C]13[/C][C]2493[/C][C]2698.90210336662[/C][C]-256.640737011807[/C][C]2543.73863364519[/C][C]205.90210336662[/C][/ROW]
[ROW][C]14[/C][C]2136[/C][C]1887.93328003835[/C][C]-188.694790834432[/C][C]2572.76151079608[/C][C]-248.066719961648[/C][/ROW]
[ROW][C]15[/C][C]2467[/C][C]2371.96473346704[/C][C]-39.74912141401[/C][C]2601.78438794697[/C][C]-95.0352665329633[/C][/ROW]
[ROW][C]16[/C][C]2414[/C][C]2674.98526786611[/C][C]-478.650700009998[/C][C]2631.66543214389[/C][C]260.985267866111[/C][/ROW]
[ROW][C]17[/C][C]2556[/C][C]2319.369467939[/C][C]131.084055720202[/C][C]2661.5464763408[/C][C]-236.630532061003[/C][/ROW]
[ROW][C]18[/C][C]2768[/C][C]2730.40383117675[/C][C]116.836100201164[/C][C]2688.76006862208[/C][C]-37.5961688232478[/C][/ROW]
[ROW][C]19[/C][C]2998[/C][C]3157.52902444957[/C][C]122.497314647067[/C][C]2715.97366090337[/C][C]159.529024449566[/C][/ROW]
[ROW][C]20[/C][C]2573[/C][C]2257.23019811795[/C][C]148.025984321152[/C][C]2740.7438175609[/C][C]-315.769801882051[/C][/ROW]
[ROW][C]21[/C][C]3005[/C][C]3182.84022890938[/C][C]61.6457968721914[/C][C]2765.51397421843[/C][C]177.840228909379[/C][/ROW]
[ROW][C]22[/C][C]3469[/C][C]3543.76422257698[/C][C]605.855820293014[/C][C]2788.37995713[/C][C]74.7642225769823[/C][/ROW]
[ROW][C]23[/C][C]2540[/C][C]2503.59734849688[/C][C]-234.843288538462[/C][C]2811.24594004158[/C][C]-36.4026515031173[/C][/ROW]
[ROW][C]24[/C][C]3187[/C][C]3525.33132845993[/C][C]12.6335091074506[/C][C]2836.03516243262[/C][C]338.331328459931[/C][/ROW]
[ROW][C]25[/C][C]2689[/C][C]2773.81635218815[/C][C]-256.640737011807[/C][C]2860.82438482366[/C][C]84.8163521881506[/C][/ROW]
[ROW][C]26[/C][C]2154[/C][C]1616.72806571194[/C][C]-188.694790834432[/C][C]2879.96672512249[/C][C]-537.27193428806[/C][/ROW]
[ROW][C]27[/C][C]3065[/C][C]3270.64005599268[/C][C]-39.74912141401[/C][C]2899.10906542133[/C][C]205.640055992683[/C][/ROW]
[ROW][C]28[/C][C]2397[/C][C]2361.63846690408[/C][C]-478.650700009998[/C][C]2911.01223310591[/C][C]-35.3615330959155[/C][/ROW]
[ROW][C]29[/C][C]2787[/C][C]2520.0005434893[/C][C]131.084055720202[/C][C]2922.9154007905[/C][C]-266.999456510703[/C][/ROW]
[ROW][C]30[/C][C]3579[/C][C]4110.5949607629[/C][C]116.836100201164[/C][C]2930.56893903593[/C][C]531.594960762904[/C][/ROW]
[ROW][C]31[/C][C]2915[/C][C]2769.28020807157[/C][C]122.497314647067[/C][C]2938.22247728136[/C][C]-145.71979192843[/C][/ROW]
[ROW][C]32[/C][C]3025[/C][C]2969.0521762948[/C][C]148.025984321152[/C][C]2932.92183938405[/C][C]-55.9478237051999[/C][/ROW]
[ROW][C]33[/C][C]3245[/C][C]3500.73300164108[/C][C]61.6457968721914[/C][C]2927.62120148673[/C][C]255.733001641078[/C][/ROW]
[ROW][C]34[/C][C]3328[/C][C]3153.92776577566[/C][C]605.855820293014[/C][C]2896.21641393133[/C][C]-174.072234224339[/C][/ROW]
[ROW][C]35[/C][C]2840[/C][C]3050.03166216254[/C][C]-234.843288538462[/C][C]2864.81162637592[/C][C]210.031662162541[/C][/ROW]
[ROW][C]36[/C][C]3342[/C][C]3851.11500174511[/C][C]12.6335091074506[/C][C]2820.25148914744[/C][C]509.115001745111[/C][/ROW]
[ROW][C]37[/C][C]2261[/C][C]2002.94938509285[/C][C]-256.640737011807[/C][C]2775.69135191896[/C][C]-258.050614907148[/C][/ROW]
[ROW][C]38[/C][C]2590[/C][C]2639.81587700445[/C][C]-188.694790834432[/C][C]2728.87891382999[/C][C]49.8158770044452[/C][/ROW]
[ROW][C]39[/C][C]2624[/C][C]2605.68264567299[/C][C]-39.74912141401[/C][C]2682.06647574102[/C][C]-18.3173543270086[/C][/ROW]
[ROW][C]40[/C][C]1860[/C][C]1564.88764316428[/C][C]-478.650700009998[/C][C]2633.76305684572[/C][C]-295.11235683572[/C][/ROW]
[ROW][C]41[/C][C]2577[/C][C]2437.45630632938[/C][C]131.084055720202[/C][C]2585.45963795042[/C][C]-139.54369367062[/C][/ROW]
[ROW][C]42[/C][C]2646[/C][C]2630.61353768865[/C][C]116.836100201164[/C][C]2544.55036211019[/C][C]-15.3864623113518[/C][/ROW]
[ROW][C]43[/C][C]2639[/C][C]2651.86159908298[/C][C]122.497314647067[/C][C]2503.64108626996[/C][C]12.8615990829753[/C][/ROW]
[ROW][C]44[/C][C]2807[/C][C]2980.94683922549[/C][C]148.025984321152[/C][C]2485.02717645335[/C][C]173.946839225495[/C][/ROW]
[ROW][C]45[/C][C]2350[/C][C]2171.94093649106[/C][C]61.6457968721914[/C][C]2466.41326663675[/C][C]-178.059063508938[/C][/ROW]
[ROW][C]46[/C][C]3053[/C][C]3039.76674518332[/C][C]605.855820293014[/C][C]2460.37743452366[/C][C]-13.2332548166769[/C][/ROW]
[ROW][C]47[/C][C]2203[/C][C]2186.50168612788[/C][C]-234.843288538462[/C][C]2454.34160241058[/C][C]-16.4983138721182[/C][/ROW]
[ROW][C]48[/C][C]2471[/C][C]2478.82146816627[/C][C]12.6335091074506[/C][C]2450.54502272628[/C][C]7.82146816627028[/C][/ROW]
[ROW][C]49[/C][C]1967[/C][C]1743.89229396983[/C][C]-256.640737011807[/C][C]2446.74844304198[/C][C]-223.10770603017[/C][/ROW]
[ROW][C]50[/C][C]2473[/C][C]2689.56764953797[/C][C]-188.694790834432[/C][C]2445.12714129646[/C][C]216.567649537973[/C][/ROW]
[ROW][C]51[/C][C]2397[/C][C]2390.24328186307[/C][C]-39.74912141401[/C][C]2443.50583955094[/C][C]-6.75671813693043[/C][/ROW]
[ROW][C]52[/C][C]1904[/C][C]1840.81191514678[/C][C]-478.650700009998[/C][C]2445.83878486322[/C][C]-63.1880848532219[/C][/ROW]
[ROW][C]53[/C][C]2732[/C][C]2884.7442141043[/C][C]131.084055720202[/C][C]2448.1717301755[/C][C]152.744214104297[/C][/ROW]
[ROW][C]54[/C][C]2297[/C][C]2025.61551696278[/C][C]116.836100201164[/C][C]2451.54838283606[/C][C]-271.384483037221[/C][/ROW]
[ROW][C]55[/C][C]2734[/C][C]2890.57764985632[/C][C]122.497314647067[/C][C]2454.92503549661[/C][C]156.577649856319[/C][/ROW]
[ROW][C]56[/C][C]2719[/C][C]2827.8320717246[/C][C]148.025984321152[/C][C]2462.14194395425[/C][C]108.832071724598[/C][/ROW]
[ROW][C]57[/C][C]2296[/C][C]2060.99535071592[/C][C]61.6457968721914[/C][C]2469.35885241188[/C][C]-235.004649284077[/C][/ROW]
[ROW][C]58[/C][C]3243[/C][C]3399.31430550926[/C][C]605.855820293014[/C][C]2480.82987419772[/C][C]156.314305509264[/C][/ROW]
[ROW][C]59[/C][C]2166[/C][C]2074.5423925549[/C][C]-234.843288538462[/C][C]2492.30089598356[/C][C]-91.457607445097[/C][/ROW]
[ROW][C]60[/C][C]2261[/C][C]2004.02474818124[/C][C]12.6335091074506[/C][C]2505.34174271131[/C][C]-256.975251818763[/C][/ROW]
[ROW][C]61[/C][C]2408[/C][C]2554.25814757274[/C][C]-256.640737011807[/C][C]2518.38258943907[/C][C]146.258147572742[/C][/ROW]
[ROW][C]62[/C][C]2536[/C][C]2728.87257992838[/C][C]-188.694790834432[/C][C]2531.82221090605[/C][C]192.87257992838[/C][/ROW]
[ROW][C]63[/C][C]2324[/C][C]2142.48728904097[/C][C]-39.74912141401[/C][C]2545.26183237304[/C][C]-181.512710959029[/C][/ROW]
[ROW][C]64[/C][C]2178[/C][C]2278.152909604[/C][C]-478.650700009998[/C][C]2556.497790406[/C][C]100.152909604[/C][/ROW]
[ROW][C]65[/C][C]2803[/C][C]2907.18219584084[/C][C]131.084055720202[/C][C]2567.73374843896[/C][C]104.182195840842[/C][/ROW]
[ROW][C]66[/C][C]2604[/C][C]2518.82258579447[/C][C]116.836100201164[/C][C]2572.34131400437[/C][C]-85.1774142055338[/C][/ROW]
[ROW][C]67[/C][C]2782[/C][C]2864.55380578315[/C][C]122.497314647067[/C][C]2576.94887956978[/C][C]82.5538057831495[/C][/ROW]
[ROW][C]68[/C][C]2656[/C][C]2584.77564007091[/C][C]148.025984321152[/C][C]2579.19837560794[/C][C]-71.2243599290896[/C][/ROW]
[ROW][C]69[/C][C]2801[/C][C]2958.90633148172[/C][C]61.6457968721914[/C][C]2581.44787164609[/C][C]157.906331481719[/C][/ROW]
[ROW][C]70[/C][C]3122[/C][C]3050.87272820477[/C][C]605.855820293014[/C][C]2587.27145150221[/C][C]-71.1272717952265[/C][/ROW]
[ROW][C]71[/C][C]2393[/C][C]2427.74825718013[/C][C]-234.843288538462[/C][C]2593.09503135834[/C][C]34.7482571801261[/C][/ROW]
[ROW][C]72[/C][C]2233[/C][C]1856.09562633085[/C][C]12.6335091074506[/C][C]2597.2708645617[/C][C]-376.904373669147[/C][/ROW]
[ROW][C]73[/C][C]2451[/C][C]2557.19403924675[/C][C]-256.640737011807[/C][C]2601.44669776506[/C][C]106.194039246751[/C][/ROW]
[ROW][C]74[/C][C]2596[/C][C]2776.78223743487[/C][C]-188.694790834432[/C][C]2603.91255339956[/C][C]180.782237434871[/C][/ROW]
[ROW][C]75[/C][C]2467[/C][C]2367.37071237994[/C][C]-39.74912141401[/C][C]2606.37840903407[/C][C]-99.6292876200555[/C][/ROW]
[ROW][C]76[/C][C]2210[/C][C]2290.91138525249[/C][C]-478.650700009998[/C][C]2607.7393147575[/C][C]80.9113852524943[/C][/ROW]
[ROW][C]77[/C][C]2948[/C][C]3155.81572379886[/C][C]131.084055720202[/C][C]2609.10022048094[/C][C]207.815723798856[/C][/ROW]
[ROW][C]78[/C][C]2507[/C][C]2288.32856209714[/C][C]116.836100201164[/C][C]2608.83533770169[/C][C]-218.671437902857[/C][/ROW]
[ROW][C]79[/C][C]3019[/C][C]3306.93223043049[/C][C]122.497314647067[/C][C]2608.57045492244[/C][C]287.932230430489[/C][/ROW]
[ROW][C]80[/C][C]2401[/C][C]2051.18769960122[/C][C]148.025984321152[/C][C]2602.78631607763[/C][C]-349.812300398778[/C][/ROW]
[ROW][C]81[/C][C]2818[/C][C]2977.352025895[/C][C]61.6457968721914[/C][C]2597.00217723281[/C][C]159.352025895003[/C][/ROW]
[ROW][C]82[/C][C]3305[/C][C]3411.3674530876[/C][C]605.855820293014[/C][C]2592.77672661939[/C][C]106.367453087597[/C][/ROW]
[ROW][C]83[/C][C]2101[/C][C]1848.29201253249[/C][C]-234.843288538462[/C][C]2588.55127600597[/C][C]-252.707987467511[/C][/ROW]
[ROW][C]84[/C][C]2582[/C][C]2562.02277787927[/C][C]12.6335091074506[/C][C]2589.34371301328[/C][C]-19.977222120735[/C][/ROW]
[ROW][C]85[/C][C]2407[/C][C]2480.50458699121[/C][C]-256.640737011807[/C][C]2590.1361500206[/C][C]73.5045869912115[/C][/ROW]
[ROW][C]86[/C][C]2416[/C][C]2426.79989423348[/C][C]-188.694790834432[/C][C]2593.89489660095[/C][C]10.7998942334848[/C][/ROW]
[ROW][C]87[/C][C]2463[/C][C]2368.09547823271[/C][C]-39.74912141401[/C][C]2597.6536431813[/C][C]-94.9045217672888[/C][/ROW]
[ROW][C]88[/C][C]2228[/C][C]2334.69802752918[/C][C]-478.650700009998[/C][C]2599.95267248081[/C][C]106.698027529185[/C][/ROW]
[ROW][C]89[/C][C]2616[/C][C]2498.66424249947[/C][C]131.084055720202[/C][C]2602.25170178033[/C][C]-117.33575750053[/C][/ROW]
[ROW][C]90[/C][C]2934[/C][C]3145.51866723217[/C][C]116.836100201164[/C][C]2605.64523256666[/C][C]211.518667232175[/C][/ROW]
[ROW][C]91[/C][C]2668[/C][C]2604.46392199994[/C][C]122.497314647067[/C][C]2609.038763353[/C][C]-63.5360780000619[/C][/ROW]
[ROW][C]92[/C][C]2808[/C][C]2855.92100872758[/C][C]148.025984321152[/C][C]2612.05300695127[/C][C]47.9210087275806[/C][/ROW]
[ROW][C]93[/C][C]2664[/C][C]2651.28695257827[/C][C]61.6457968721914[/C][C]2615.06725054954[/C][C]-12.7130474217302[/C][/ROW]
[ROW][C]94[/C][C]3112[/C][C]3004.21261494092[/C][C]605.855820293014[/C][C]2613.93156476607[/C][C]-107.787385059083[/C][/ROW]
[ROW][C]95[/C][C]2321[/C][C]2264.04740955586[/C][C]-234.843288538462[/C][C]2612.7958789826[/C][C]-56.9525904441375[/C][/ROW]
[ROW][C]96[/C][C]2718[/C][C]2820.53722427771[/C][C]12.6335091074506[/C][C]2602.82926661483[/C][C]102.537224277714[/C][/ROW]
[ROW][C]97[/C][C]2297[/C][C]2257.77808276474[/C][C]-256.640737011807[/C][C]2592.86265424707[/C][C]-39.2219172352629[/C][/ROW]
[ROW][C]98[/C][C]2534[/C][C]2672.58686651066[/C][C]-188.694790834432[/C][C]2584.10792432377[/C][C]138.58686651066[/C][/ROW]
[ROW][C]99[/C][C]2647[/C][C]2758.39592701354[/C][C]-39.74912141401[/C][C]2575.35319440047[/C][C]111.395927013537[/C][/ROW]
[ROW][C]100[/C][C]2064[/C][C]2037.29022522679[/C][C]-478.650700009998[/C][C]2569.3604747832[/C][C]-26.7097747732059[/C][/ROW]
[ROW][C]101[/C][C]2642[/C][C]2589.54818911386[/C][C]131.084055720202[/C][C]2563.36775516593[/C][C]-52.4518108861371[/C][/ROW]
[ROW][C]102[/C][C]2702[/C][C]2734.43681539398[/C][C]116.836100201164[/C][C]2552.72708440486[/C][C]32.436815393979[/C][/ROW]
[ROW][C]103[/C][C]2348[/C][C]2031.41627170915[/C][C]122.497314647067[/C][C]2542.08641364378[/C][C]-316.583728290846[/C][/ROW]
[ROW][C]104[/C][C]2734[/C][C]2787.85381846588[/C][C]148.025984321152[/C][C]2532.12019721297[/C][C]53.8538184658769[/C][/ROW]
[ROW][C]105[/C][C]2709[/C][C]2834.20022234565[/C][C]61.6457968721914[/C][C]2522.15398078216[/C][C]125.200222345647[/C][/ROW]
[ROW][C]106[/C][C]3206[/C][C]3289.1635590775[/C][C]605.855820293014[/C][C]2516.98062062949[/C][C]83.1635590775004[/C][/ROW]
[ROW][C]107[/C][C]2214[/C][C]2151.03602806165[/C][C]-234.843288538462[/C][C]2511.80726047681[/C][C]-62.9639719383481[/C][/ROW]
[ROW][C]108[/C][C]2531[/C][C]2540.66253673997[/C][C]12.6335091074506[/C][C]2508.70395415258[/C][C]9.66253673997016[/C][/ROW]
[ROW][C]109[/C][C]2119[/C][C]1989.04008918346[/C][C]-256.640737011807[/C][C]2505.60064782835[/C][C]-129.959910816541[/C][/ROW]
[ROW][C]110[/C][C]2369[/C][C]2425.83524035742[/C][C]-188.694790834432[/C][C]2500.85955047701[/C][C]56.8352403574231[/C][/ROW]
[ROW][C]111[/C][C]2682[/C][C]2907.63066828834[/C][C]-39.74912141401[/C][C]2496.11845312567[/C][C]225.63066828834[/C][/ROW]
[ROW][C]112[/C][C]1840[/C][C]1673.44560837632[/C][C]-478.650700009998[/C][C]2485.20509163367[/C][C]-166.554391623677[/C][/ROW]
[ROW][C]113[/C][C]2622[/C][C]2638.62421413812[/C][C]131.084055720202[/C][C]2474.29173014168[/C][C]16.6242141381181[/C][/ROW]
[ROW][C]114[/C][C]2570[/C][C]2563.38700591122[/C][C]116.836100201164[/C][C]2459.77689388762[/C][C]-6.61299408877994[/C][/ROW]
[ROW][C]115[/C][C]2447[/C][C]2326.24062771938[/C][C]122.497314647067[/C][C]2445.26205763355[/C][C]-120.759372280619[/C][/ROW]
[ROW][C]116[/C][C]2871[/C][C]3164.14703847375[/C][C]148.025984321152[/C][C]2429.8269772051[/C][C]293.147038473749[/C][/ROW]
[ROW][C]117[/C][C]2485[/C][C]2493.96230635116[/C][C]61.6457968721914[/C][C]2414.39189677664[/C][C]8.96230635116399[/C][/ROW]
[ROW][C]118[/C][C]2957[/C][C]2907.55926366634[/C][C]605.855820293014[/C][C]2400.58491604065[/C][C]-49.4407363336632[/C][/ROW]
[ROW][C]119[/C][C]2102[/C][C]2052.06535323381[/C][C]-234.843288538462[/C][C]2386.77793530465[/C][C]-49.9346467661921[/C][/ROW]
[ROW][C]120[/C][C]2250[/C][C]2117.89046095018[/C][C]12.6335091074506[/C][C]2369.47602994237[/C][C]-132.109539049821[/C][/ROW]
[ROW][C]121[/C][C]2051[/C][C]2006.46661243172[/C][C]-256.640737011807[/C][C]2352.17412458009[/C][C]-44.53338756828[/C][/ROW]
[ROW][C]122[/C][C]2260[/C][C]2375.65711328673[/C][C]-188.694790834432[/C][C]2333.0376775477[/C][C]115.657113286733[/C][/ROW]
[ROW][C]123[/C][C]2327[/C][C]2379.8478908987[/C][C]-39.74912141401[/C][C]2313.90123051531[/C][C]52.8478908986986[/C][/ROW]
[ROW][C]124[/C][C]1781[/C][C]1744.96464920673[/C][C]-478.650700009998[/C][C]2295.68605080327[/C][C]-36.0353507932682[/C][/ROW]
[ROW][C]125[/C][C]2631[/C][C]2853.44507318858[/C][C]131.084055720202[/C][C]2277.47087109122[/C][C]222.445073188576[/C][/ROW]
[ROW][C]126[/C][C]2180[/C][C]1988.9530204934[/C][C]116.836100201164[/C][C]2254.21087930544[/C][C]-191.0469795066[/C][/ROW]
[ROW][C]127[/C][C]2150[/C][C]1946.55179783328[/C][C]122.497314647067[/C][C]2230.95088751965[/C][C]-203.448202166717[/C][/ROW]
[ROW][C]128[/C][C]2837[/C][C]3319.41511535328[/C][C]148.025984321152[/C][C]2206.55890032557[/C][C]482.41511535328[/C][/ROW]
[ROW][C]129[/C][C]1976[/C][C]1708.18728999632[/C][C]61.6457968721914[/C][C]2182.16691313149[/C][C]-267.812710003677[/C][/ROW]
[ROW][C]130[/C][C]2836[/C][C]2908.91464965551[/C][C]605.855820293014[/C][C]2157.22953005148[/C][C]72.9146496555059[/C][/ROW]
[ROW][C]131[/C][C]2203[/C][C]2508.55114156699[/C][C]-234.843288538462[/C][C]2132.29214697148[/C][C]305.551141566986[/C][/ROW]
[ROW][C]132[/C][C]1770[/C][C]1420.63251870846[/C][C]12.6335091074506[/C][C]2106.73397218408[/C][C]-349.367481291536[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=265409&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=265409&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	2132	2230.48948487179	-256.640737011807	2290.15125214002	98.48948487179
2	1964	1806.00021185301	-188.694790834432	2310.69457898142	-157.999788146985
3	2209	2126.51121559119	-39.74912141401	2331.23790582282	-82.488784408808
4	1965	2056.50137358364	-478.650700009998	2352.14932642635	91.5013735836442
5	2631	2757.85519724991	131.084055720202	2373.06074702989	126.855197249908
6	2583	2653.98202550721	116.836100201164	2395.18187429163	70.9820255072086
7	2714	2888.19968379957	122.497314647067	2417.30300155336	174.199683799568
8	2248	1907.74630922424	148.025984321152	2440.22770645461	-340.253690775763
9	2364	2203.20179177195	61.6457968721914	2463.15241135586	-160.798208228047
10	3042	2995.84410829173	605.855820293014	2482.30007141526	-46.155891708273
11	2316	2365.3955570638	-234.843288538462	2501.44773147466	49.3955570637991
12	2735	2934.77330833262	12.6335091074506	2522.59318255993	199.773308332624
13	2493	2698.90210336662	-256.640737011807	2543.73863364519	205.90210336662
14	2136	1887.93328003835	-188.694790834432	2572.76151079608	-248.066719961648
15	2467	2371.96473346704	-39.74912141401	2601.78438794697	-95.0352665329633
16	2414	2674.98526786611	-478.650700009998	2631.66543214389	260.985267866111
17	2556	2319.369467939	131.084055720202	2661.5464763408	-236.630532061003
18	2768	2730.40383117675	116.836100201164	2688.76006862208	-37.5961688232478
19	2998	3157.52902444957	122.497314647067	2715.97366090337	159.529024449566
20	2573	2257.23019811795	148.025984321152	2740.7438175609	-315.769801882051
21	3005	3182.84022890938	61.6457968721914	2765.51397421843	177.840228909379
22	3469	3543.76422257698	605.855820293014	2788.37995713	74.7642225769823
23	2540	2503.59734849688	-234.843288538462	2811.24594004158	-36.4026515031173
24	3187	3525.33132845993	12.6335091074506	2836.03516243262	338.331328459931
25	2689	2773.81635218815	-256.640737011807	2860.82438482366	84.8163521881506
26	2154	1616.72806571194	-188.694790834432	2879.96672512249	-537.27193428806
27	3065	3270.64005599268	-39.74912141401	2899.10906542133	205.640055992683
28	2397	2361.63846690408	-478.650700009998	2911.01223310591	-35.3615330959155
29	2787	2520.0005434893	131.084055720202	2922.9154007905	-266.999456510703
30	3579	4110.5949607629	116.836100201164	2930.56893903593	531.594960762904
31	2915	2769.28020807157	122.497314647067	2938.22247728136	-145.71979192843
32	3025	2969.0521762948	148.025984321152	2932.92183938405	-55.9478237051999
33	3245	3500.73300164108	61.6457968721914	2927.62120148673	255.733001641078
34	3328	3153.92776577566	605.855820293014	2896.21641393133	-174.072234224339
35	2840	3050.03166216254	-234.843288538462	2864.81162637592	210.031662162541
36	3342	3851.11500174511	12.6335091074506	2820.25148914744	509.115001745111
37	2261	2002.94938509285	-256.640737011807	2775.69135191896	-258.050614907148
38	2590	2639.81587700445	-188.694790834432	2728.87891382999	49.8158770044452
39	2624	2605.68264567299	-39.74912141401	2682.06647574102	-18.3173543270086
40	1860	1564.88764316428	-478.650700009998	2633.76305684572	-295.11235683572
41	2577	2437.45630632938	131.084055720202	2585.45963795042	-139.54369367062
42	2646	2630.61353768865	116.836100201164	2544.55036211019	-15.3864623113518
43	2639	2651.86159908298	122.497314647067	2503.64108626996	12.8615990829753
44	2807	2980.94683922549	148.025984321152	2485.02717645335	173.946839225495
45	2350	2171.94093649106	61.6457968721914	2466.41326663675	-178.059063508938
46	3053	3039.76674518332	605.855820293014	2460.37743452366	-13.2332548166769
47	2203	2186.50168612788	-234.843288538462	2454.34160241058	-16.4983138721182
48	2471	2478.82146816627	12.6335091074506	2450.54502272628	7.82146816627028
49	1967	1743.89229396983	-256.640737011807	2446.74844304198	-223.10770603017
50	2473	2689.56764953797	-188.694790834432	2445.12714129646	216.567649537973
51	2397	2390.24328186307	-39.74912141401	2443.50583955094	-6.75671813693043
52	1904	1840.81191514678	-478.650700009998	2445.83878486322	-63.1880848532219
53	2732	2884.7442141043	131.084055720202	2448.1717301755	152.744214104297
54	2297	2025.61551696278	116.836100201164	2451.54838283606	-271.384483037221
55	2734	2890.57764985632	122.497314647067	2454.92503549661	156.577649856319
56	2719	2827.8320717246	148.025984321152	2462.14194395425	108.832071724598
57	2296	2060.99535071592	61.6457968721914	2469.35885241188	-235.004649284077
58	3243	3399.31430550926	605.855820293014	2480.82987419772	156.314305509264
59	2166	2074.5423925549	-234.843288538462	2492.30089598356	-91.457607445097
60	2261	2004.02474818124	12.6335091074506	2505.34174271131	-256.975251818763
61	2408	2554.25814757274	-256.640737011807	2518.38258943907	146.258147572742
62	2536	2728.87257992838	-188.694790834432	2531.82221090605	192.87257992838
63	2324	2142.48728904097	-39.74912141401	2545.26183237304	-181.512710959029
64	2178	2278.152909604	-478.650700009998	2556.497790406	100.152909604
65	2803	2907.18219584084	131.084055720202	2567.73374843896	104.182195840842
66	2604	2518.82258579447	116.836100201164	2572.34131400437	-85.1774142055338
67	2782	2864.55380578315	122.497314647067	2576.94887956978	82.5538057831495
68	2656	2584.77564007091	148.025984321152	2579.19837560794	-71.2243599290896
69	2801	2958.90633148172	61.6457968721914	2581.44787164609	157.906331481719
70	3122	3050.87272820477	605.855820293014	2587.27145150221	-71.1272717952265
71	2393	2427.74825718013	-234.843288538462	2593.09503135834	34.7482571801261
72	2233	1856.09562633085	12.6335091074506	2597.2708645617	-376.904373669147
73	2451	2557.19403924675	-256.640737011807	2601.44669776506	106.194039246751
74	2596	2776.78223743487	-188.694790834432	2603.91255339956	180.782237434871
75	2467	2367.37071237994	-39.74912141401	2606.37840903407	-99.6292876200555
76	2210	2290.91138525249	-478.650700009998	2607.7393147575	80.9113852524943
77	2948	3155.81572379886	131.084055720202	2609.10022048094	207.815723798856
78	2507	2288.32856209714	116.836100201164	2608.83533770169	-218.671437902857
79	3019	3306.93223043049	122.497314647067	2608.57045492244	287.932230430489
80	2401	2051.18769960122	148.025984321152	2602.78631607763	-349.812300398778
81	2818	2977.352025895	61.6457968721914	2597.00217723281	159.352025895003
82	3305	3411.3674530876	605.855820293014	2592.77672661939	106.367453087597
83	2101	1848.29201253249	-234.843288538462	2588.55127600597	-252.707987467511
84	2582	2562.02277787927	12.6335091074506	2589.34371301328	-19.977222120735
85	2407	2480.50458699121	-256.640737011807	2590.1361500206	73.5045869912115
86	2416	2426.79989423348	-188.694790834432	2593.89489660095	10.7998942334848
87	2463	2368.09547823271	-39.74912141401	2597.6536431813	-94.9045217672888
88	2228	2334.69802752918	-478.650700009998	2599.95267248081	106.698027529185
89	2616	2498.66424249947	131.084055720202	2602.25170178033	-117.33575750053
90	2934	3145.51866723217	116.836100201164	2605.64523256666	211.518667232175
91	2668	2604.46392199994	122.497314647067	2609.038763353	-63.5360780000619
92	2808	2855.92100872758	148.025984321152	2612.05300695127	47.9210087275806
93	2664	2651.28695257827	61.6457968721914	2615.06725054954	-12.7130474217302
94	3112	3004.21261494092	605.855820293014	2613.93156476607	-107.787385059083
95	2321	2264.04740955586	-234.843288538462	2612.7958789826	-56.9525904441375
96	2718	2820.53722427771	12.6335091074506	2602.82926661483	102.537224277714
97	2297	2257.77808276474	-256.640737011807	2592.86265424707	-39.2219172352629
98	2534	2672.58686651066	-188.694790834432	2584.10792432377	138.58686651066
99	2647	2758.39592701354	-39.74912141401	2575.35319440047	111.395927013537
100	2064	2037.29022522679	-478.650700009998	2569.3604747832	-26.7097747732059
101	2642	2589.54818911386	131.084055720202	2563.36775516593	-52.4518108861371
102	2702	2734.43681539398	116.836100201164	2552.72708440486	32.436815393979
103	2348	2031.41627170915	122.497314647067	2542.08641364378	-316.583728290846
104	2734	2787.85381846588	148.025984321152	2532.12019721297	53.8538184658769
105	2709	2834.20022234565	61.6457968721914	2522.15398078216	125.200222345647
106	3206	3289.1635590775	605.855820293014	2516.98062062949	83.1635590775004
107	2214	2151.03602806165	-234.843288538462	2511.80726047681	-62.9639719383481
108	2531	2540.66253673997	12.6335091074506	2508.70395415258	9.66253673997016
109	2119	1989.04008918346	-256.640737011807	2505.60064782835	-129.959910816541
110	2369	2425.83524035742	-188.694790834432	2500.85955047701	56.8352403574231
111	2682	2907.63066828834	-39.74912141401	2496.11845312567	225.63066828834
112	1840	1673.44560837632	-478.650700009998	2485.20509163367	-166.554391623677
113	2622	2638.62421413812	131.084055720202	2474.29173014168	16.6242141381181
114	2570	2563.38700591122	116.836100201164	2459.77689388762	-6.61299408877994
115	2447	2326.24062771938	122.497314647067	2445.26205763355	-120.759372280619
116	2871	3164.14703847375	148.025984321152	2429.8269772051	293.147038473749
117	2485	2493.96230635116	61.6457968721914	2414.39189677664	8.96230635116399
118	2957	2907.55926366634	605.855820293014	2400.58491604065	-49.4407363336632
119	2102	2052.06535323381	-234.843288538462	2386.77793530465	-49.9346467661921
120	2250	2117.89046095018	12.6335091074506	2369.47602994237	-132.109539049821
121	2051	2006.46661243172	-256.640737011807	2352.17412458009	-44.53338756828
122	2260	2375.65711328673	-188.694790834432	2333.0376775477	115.657113286733
123	2327	2379.8478908987	-39.74912141401	2313.90123051531	52.8478908986986
124	1781	1744.96464920673	-478.650700009998	2295.68605080327	-36.0353507932682
125	2631	2853.44507318858	131.084055720202	2277.47087109122	222.445073188576
126	2180	1988.9530204934	116.836100201164	2254.21087930544	-191.0469795066
127	2150	1946.55179783328	122.497314647067	2230.95088751965	-203.448202166717
128	2837	3319.41511535328	148.025984321152	2206.55890032557	482.41511535328
129	1976	1708.18728999632	61.6457968721914	2182.16691313149	-267.812710003677
130	2836	2908.91464965551	605.855820293014	2157.22953005148	72.9146496555059
131	2203	2508.55114156699	-234.843288538462	2132.29214697148	305.551141566986
132	1770	1420.63251870846	12.6335091074506	2106.73397218408	-349.367481291536

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):

par8 <- 'FALSE'
par7 <- '1'
par6 <- ''
par5 <- '1'
par4 <- ''
par3 <- '0'
par2 <- 'periodic'
par1 <- '12'
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