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Author

*The author of this computation has been verified*

R Software Module

rwasp_structuraltimeseries.wasp

Title produced by software

Structural Time Series Models

Date of computation

Tue, 07 Dec 2010 14:24:49 +0000

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Dec/07/t1291731782svunlrkgdqqkc5m.htm/, Retrieved Sat, 04 May 2024 04:14:22 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=106348, Retrieved Sat, 04 May 2024 04:14:22 +0000

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Estimated Impact

110

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

-       [Structural Time Series Models] [] [2010-12-07 14:24:49] [c474a97a96075919a678ad3d2290b00b] [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	5 seconds
R Server	'RServer@AstonUniversity' @ vre.aston.ac.uk

\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 & 5 seconds \tabularnewline
R Server & 'RServer@AstonUniversity' @ vre.aston.ac.uk \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=106348&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]5 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'RServer@AstonUniversity' @ vre.aston.ac.uk[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=106348&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=106348&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	5 seconds
R Server	'RServer@AstonUniversity' @ vre.aston.ac.uk

Structural Time Series Model
t	Observed	Level	Slope	Seasonal	Stand. Residuals
1	1145.11	1145.11	0	0	0
2	1176.86	1175.21672254773	2.03266479071087	1.64327745227445	0.166505619947884
3	1206.41	1204.6606222299	4.04676878638545	1.74937777009754	0.24520093712861
4	1192.72	1191.12996063548	2.2596099001382	1.59003936451621	-0.154754337672314
5	1214.82	1213.069042712	4.69952124507645	1.75095728799897	0.171059531019326
6	1199.07	1197.47450044987	1.84314913086841	1.59549955012793	-0.174662094746426
7	1157.47	1155.94625006478	-4.79026170619929	1.52374993522378	-0.370534233892112
8	1100.1	1098.62856688102	-13.2785995756168	1.47143311898161	-0.44636603246876
9	1095.63	1093.99744647367	-11.8290088666891	1.6325535263345	0.0732062679800155
10	1105.63	1103.99889985791	-8.07884036369782	1.63110014209051	0.184318475343271
11	1137.79	1136.10392892453	-1.06185405199664	1.68607107546668	0.338654852522545
12	1124.72	1123.17737825362	-3.156520651675	1.54262174637882	-0.0998640550950866
13	1152.6	1155.19299177457	2.73665382607353	-2.5929917745709	0.34656442784202
14	1211.85	1210.3836355819	11.9398757822863	1.46636441809621	0.373304931411085
15	1239.62	1238.05261460198	14.7587558919667	1.56738539802114	0.132035253992954
16	1244.13	1242.90732521636	12.9797919100487	1.22267478363779	-0.0830914198701297
17	1198.42	1197.15614323014	2.41553762883426	1.2638567698568	-0.492731810528888
18	1227.99	1226.33605545432	7.23447724224396	1.6539445456843	0.224535046223715
19	1304.92	1303.15198052886	19.7709581311562	1.76801947113916	0.583731202060873
20	1340.26	1338.95928438091	22.6615321669144	1.30071561909295	0.134531208654628
21	1307.32	1306.13181592413	12.6564605935104	1.18818407586787	-0.46550674011867
22	1356.51	1354.89677276652	19.1684744228357	1.61322723347549	0.302922609546934
23	1383.29	1381.72679392177	20.5504212631172	1.563206078232	0.064276145376103
24	1437.87	1436.44597829771	26.7137439336716	1.42402170228504	0.286630202620345
25	1494.56	1502.2302173585	33.6604037645367	-7.6702173584959	0.35555899661773
26	1521.42	1521.03216819749	31.0303134134083	0.387831802507787	-0.1131453645006
27	1498.76	1498.54944764303	21.3775339455502	0.210552356967195	-0.44880473564536
28	1488.75	1488.20804265691	15.6548447949983	0.54195734308579	-0.265900199066545
29	1524.62	1524.10106597028	19.3056505364425	0.518934029722855	0.169687681013925
30	1439.27	1439.61588025439	0.583798770784587	-0.345880254391403	-0.870298865988236
31	1423.11	1422.31250591532	-2.64259004366058	0.797494084677819	-0.149993918869345
32	1466.85	1465.74298507909	5.6676772589873	1.10701492090525	0.386364399231908
33	1425.83	1426.12295061891	-2.5008866669343	-0.292950618908548	-0.379791033136096
34	1363.45	1363.02769140801	-13.4303289065522	0.422308591990775	-0.508169396667705
35	1389.18	1388.22199817675	-6.46342491778827	0.958001823254097	0.323938985198185
36	1395.89	1395.50830191947	-3.98364031787345	0.381698080530455	0.11529665104282
37	1368.43	1376.3503265385	-6.69736843892517	-7.92032653850451	-0.134382542888754
38	1349.03	1348.44618788918	-10.4684355598677	0.583812110824352	-0.166145788621263
39	1299.88	1299.69840276743	-17.370533497821	0.181597232573979	-0.321007267993408
40	1365.41	1364.48557673431	-2.55190973324518	0.924423265690136	0.688578428822452
41	1451.04	1449.29903358013	13.2037356214289	1.74096641986919	0.732355079498275
42	1433.75	1434.44051537058	8.14322987748851	-0.690515370575167	-0.235250753678173
43	1464.65	1464.1394843047	12.0302818334206	0.510515695304445	0.180712827828075
44	1475.57	1474.44197419568	11.7187218633093	1.12802580431957	-0.0144854367966041
45	1471.16	1471.13174209808	9.00868084933533	0.0282579019160982	-0.126002770798525
46	1429.12	1429.46184728594	-0.129744196861848	-0.341847285937465	-0.424898948507555
47	1452.46	1451.40449882677	3.85048413632969	1.05550117323232	0.185070081559528
48	1538.09	1537.03757001326	18.5952458043855	1.05242998673702	0.685546954275455
49	1631.59	1629.11637517929	31.765653051279	2.47362482071304	0.641560336870362
50	1665.5	1664.89352806499	32.4811037828426	0.60647193500999	0.0319307947821716
51	1690.6	1691.74753150248	31.4669032826609	-1.14753150248163	-0.0471810353987146
52	1711.74	1712.4893982488	29.5330254794359	-0.749398248798239	-0.0898681923335056
53	1734.1	1732.70713658856	27.853564779581	1.3928634114442	-0.0780690349588442
54	1748.09	1749.70750238195	25.8969300263111	-1.61750238195294	-0.0909629391300372
55	1703.45	1704.3423905158	13.0500158685358	-0.892390515799822	-0.5972817833286
56	1745.74	1744.70844428164	17.9744045092084	1.03155571835869	0.228955016448735
57	1751.01	1751.23728028021	15.9110711496109	-0.227280280212382	-0.0959354050394273
58	1795.65	1796.19829197798	21.1480120160109	-0.548291977982511	0.24349831571716
59	1852.13	1851.9885053528	27.3932816045501	0.141494647196586	0.290391432345093
60	1877.1	1877.33744281146	27.0248183090284	-0.23744281146018	-0.0171315281979528
61	1989.31	1981.07529089499	40.7905317367465	8.23470910500914	0.663830886794645
62	2097.76	2096.56531663624	54.1388414131527	1.19468336375576	0.600677968495242
63	2154.87	2156.14128694908	55.118447696527	-1.27128694907501	0.0455796706810828
64	2152.18	2153.64644741217	44.7327503770197	-1.46644741217428	-0.482652049186225
65	2250.27	2248.1681315129	53.706911886465	2.10186848709532	0.417173494868627
66	2346.9	2347.19050736213	61.8743940601742	-0.290507362131598	0.379712113737741
67	2525.56	2525.53059300402	82.8652433354494	0.0294069959809778	0.975929061295112
68	2409.36	2411.06398596306	47.3001385787212	-1.70398596306181	-1.6535872647289
69	2394.36	2394.90343745725	35.8626822876683	-0.543437457252318	-0.531792774711333
70	2401.33	2402.36178305079	30.7433842534371	-1.0317830507854	-0.238029968527487
71	2354.32	2354.7183527889	16.6153138967317	-0.398352788899589	-0.656929069938857
72	2450.41	2450.05308378206	30.7991821445006	0.356916217936369	0.659483805203036
73	2504.67	2501.11918288672	34.4386614584778	3.55081711328471	0.174305586379265
74	2661.39	2658.83569491329	56.4968836353244	2.5543050867117	0.998378360396581
75	2880.4	2878.05305078689	85.8047426536794	2.34694921311347	1.36381252919092
76	3064.42	3064.94889379436	104.023538632103	-0.528893794356929	0.846711069457916
77	3141.12	3139.47781431905	98.708556102648	1.64218568094895	-0.247077201805063
78	3327.7	3328.44750974779	114.973100187232	-0.747509747789815	0.756163988155837
79	3564.95	3560.59395147226	136.086651488177	4.35604852773853	0.981646091074355
80	3403.13	3408.19102196512	84.1040405426251	-5.06102196512444	-2.41693340275417
81	3149.9	3153.48803567339	23.0550617288122	-3.58803567339436	-2.83853207496619
82	3006.84	3006.79065830472	-7.53243261733104	0.0493416952756723	-1.42222230681311
83	3230.66	3227.17554280331	33.537034154956	3.48445719669102	1.9096623271131
84	3361.13	3359.7696297972	51.3805820300911	1.36037020280042	0.829666230516801
85	3484.74	3485.31298623078	64.7050386483001	-0.57298623078179	0.634957786916018
86	3411.13	3413.03366104122	40.1707313081808	-1.90366104122291	-1.1152169354422
87	3288.18	3290.83436411312	10.934381181242	-2.65436411311825	-1.36058333214752
88	3280.37	3280.64917603758	7.12902304613844	-0.279176037582902	-0.176858823995376
89	3173.95	3175.96346688036	-13.0159250316494	-2.01346688035851	-0.936486090017072
90	3165.26	3169.80869052113	-11.7798447815451	-4.54869052113189	0.0574680192789654
91	3092.71	3087.81738383896	-24.4286664445126	4.89261616103978	-0.588095245826479
92	3053.05	3054.55930625475	-26.0192983544262	-1.5093062547513	-0.0739569270139401
93	3181.96	3180.46831095159	1.35070828129048	1.49168904841455	1.27260053267724
94	2999.93	3007.40671790855	-30.0700075478124	-7.47671790855481	-1.46097132092014
95	3249.57	3243.6864991592	17.9148291111923	5.8835008407979	2.2312199461023
96	3210.52	3213.01296512205	9.16455113248873	-2.4929651220508	-0.406875522486597
97	3030.29	3033.03911240367	-24.8283462765243	-2.74911240367261	-1.61370155766344
98	2803.47	2805.19345884978	-61.2155352636921	-1.72345884977549	-1.65947768627982
99	2767.63	2769.10559525306	-56.6921968357855	-1.47559525305588	0.210511971791199
100	2882.6	2878.27585550141	-26.8128258710036	4.32414449859232	1.38873165909203
101	2863.36	2866.4567624217	-24.1120137429732	-3.09676242169702	0.125554287615793
102	2897.06	2899.65402880206	-13.7893308745001	-2.59402880205749	0.479927863314409
103	3012.61	3005.27252144662	7.71833281573228	7.33747855337822	0.999985755697336
104	3142.95	3146.09972654712	31.6936113847363	-3.14972654712502	1.11474300122131
105	3032.93	3030.50060681391	5.16365968880569	2.42939318608865	-1.23354522862413
106	3045.78	3057.24509233402	9.05076961317187	-11.4650923340242	0.18073999212583
107	3110.52	3104.44733460016	15.9227317476903	6.07266539984356	0.319535413211359
108	3013.24	3015.36841979454	-2.98285513662926	-2.12841979453713	-0.879126520646335
109	2987.1	2979.56400155235	-8.88308809592091	7.53599844764479	-0.279251612104289
110	2995.55	2996.2656649044	-4.29494409922182	-0.715664904399042	0.209799122193846
111	2833.18	2840.24453576262	-31.6016891130017	-7.06453576261933	-1.27083977008897
112	2848.96	2843.04127565783	-25.4060918187269	5.91872434217031	0.287969498223617
113	2794.83	2798.46846949117	-28.8579937481597	-3.63846949116812	-0.160470836256763
114	2845.26	2847.81015843288	-14.7748740181004	-2.55015843288461	0.654764094732822
115	2915.02	2909.63578392457	-0.979967779347608	5.38421607543358	0.641389180205974
116	2892.63	2893.49155652164	-3.71086153420647	-0.861556521639588	-0.12697475621762
117	2604.42	2607.22952357466	-54.5946486352199	-2.80952357466442	-2.36591555105076
118	2641.65	2651.08965176595	-36.8640438101232	-9.43965176595246	0.824427833803069
119	2659.81	2651.36790663602	-30.1750085487061	8.44209336397562	0.311028879004144
120	2638.53	2639.98883117728	-26.7914577005245	-1.45883117727729	0.157347006236803
121	2720.25	2709.64184858545	-9.45105441771798	10.608151414555	0.818708343590295
122	2745.88	2743.06584615618	-1.75888055372261	2.81415384382169	0.352489660948072
123	2735.7	2743.8655487362	-1.29849318901769	-8.16554873619784	0.0214258207445044
124	2811.7	2803.9559267659	9.75661481246898	7.74407323410074	0.513858636682326
125	2799.43	2804.80490355842	8.15260362183374	-5.37490355841746	-0.074566652235284
126	2555.28	2564.58931692041	-36.569668370598	-9.30931692041016	-2.07927301198583
127	2304.98	2303.95695866784	-76.9147901923614	1.02304133216197	-1.87583962086389
128	2214.95	2209.02670395384	-80.1586612902665	5.92329604615859	-0.150826399884389
129	2065.81	2071.25424244025	-90.5325987763534	-5.44424244025326	-0.482352458679313
130	1940.49	1950.86970384228	-95.9078013495825	-10.3797038422832	-0.249934058037942
131	2042	2029.96902156527	-64.3953190420168	12.0309784347274	1.46527137924756
132	1995.37	1998.60556977441	-58.4501203906644	-3.23556977440887	0.276489578599185
133	1946.81	1938.62260740933	-58.7257529311591	8.18739259066903	-0.0129876822677015
134	1765.9	1764.8281940757	-79.3772622620962	1.07180592430355	-0.948024500271205
135	1635.25	1645.70424622657	-86.5279866989382	-10.4542462265658	-0.332774217419835
136	1833.42	1821.98813223473	-39.2069906830917	11.4318677652667	2.19964596522415
137	1910.43	1911.03255040344	-16.1157056349435	-0.602550403440448	1.07345651255129
138	1959.67	1964.51660869756	-3.584967070445	-4.84660869755986	0.582593006601698
139	1969.6	1969.29699469473	-2.0788906307181	0.303005305267096	0.0700249962328003
140	2061.41	2053.10229145738	13.3833618420515	8.30770854262086	0.718931519686899
141	2093.48	2097.57018712154	18.979690014852	-4.09018712153727	0.260210623146744
142	2120.88	2134.988915752	22.2994207607236	-14.1089157519963	0.154360017972316
143	2174.56	2163.89854914476	23.4895136504497	10.6614508552427	0.0553367835763696
144	2196.72	2200.08439902762	25.7742969000576	-3.36439902761862	0.106263746481928
145	2350.44	2331.9666415698	44.8560120782486	18.4733584301968	0.897622625352897
146	2440.25	2435.88617594556	55.4591739400807	4.36382405444329	0.487472048099829
147	2408.64	2425.86188635039	43.6799758129961	-17.2218863503911	-0.548144707752667
148	2472.81	2463.78827953541	42.6441449071212	9.02172046459002	-0.0481511512816665
149	2407.6	2411.51947608322	25.5574202357334	-3.91947608321932	-0.794317457142216
150	2454.62	2458.38855085898	29.3939039151621	-3.76855085898223	0.178370203608194
151	2448.05	2450.27966098592	22.6428153082281	-2.22966098592026	-0.313892526951467
152	2497.84	2489.72181138849	25.666936915535	8.11818861151026	0.140609563822119
153	2645.64	2647.51270128485	49.4511228791324	-1.87270128484816	1.10588781724732
154	2756.76	2770.04900355763	62.6076801058195	-13.2890035576319	0.611752011121603
155	2849.27	2838.73941608347	63.702665697739	10.5305839165349	0.05091416206769
156	2921.44	2926.38131815357	68.0100967506847	-4.94131815357228	0.20034864627798
157	2981.85	2966.9710051026	63.0787113118175	14.8789948974018	-0.231650837308685
158	3080.58	3074.0554920718	70.9804856618454	6.52450792820062	0.363736985502257
159	3106.22	3124.239854149	67.2401542155892	-18.019854148999	-0.174046556023897
160	3119.31	3109.68854129423	52.5168423545152	9.62145870577486	-0.684451375452457
161	3061.26	3067.29237177613	35.4319581257658	-6.03237177613076	-0.794230066865677
162	3097.31	3099.3416016009	34.8230719054665	-2.0316016008953	-0.028309029942338
163	3161.69	3162.5700592583	39.9359309581796	-0.88005925830064	0.237723334056955
164	3257.16	3250.47916376293	48.5708587542905	6.6808362370719	0.401490309602558
165	3277.01	3280.90373169617	45.3046192278698	-3.89373169617218	-0.151869903669355
166	3295.32	3308.82670135789	42.175964604073	-13.5067013578926	-0.145476141022123
167	3363.99	3353.72530269944	42.6660240847261	10.2646973005578	0.02278640713132
168	3494.17	3496.26505247591	60.6343670164281	-2.09505247591001	0.835802314899443
169	3667.03	3650.8122428352	77.5246647309105	16.2177571647995	0.79246789966204
170	3813.06	3805.49216869361	91.3814271522434	7.56783130638792	0.638548794285193
171	3917.96	3934.33085951348	98.1176279181224	-16.3708595134836	0.313432174022635
172	3895.51	3887.17838682302	71.9704071923315	8.33161317697714	-1.21557559649625
173	3801.06	3809.48164368546	45.0320845919712	-8.42164368546511	-1.25228755591981
174	3570.12	3577.7531984466	-4.77956458942819	-7.63319844659587	-2.31589723615852
175	3701.61	3699.50470398841	17.9933228997962	2.10529601158799	1.05883110387891
176	3862.27	3852.48831310723	42.2885371813524	9.78168689276565	1.12963403768392
177	3970.1	3972.44884120802	56.2677556665804	-2.34884120802197	0.649991183034072
178	4138.52	4149.30690695509	77.9716376157892	-10.7869069550902	1.00918867682811
179	4199.75	4192.49734620658	71.7118783684663	7.25265379341936	-0.291059269188043
180	4290.89	4294.09022362939	77.0872328571182	-3.20022362938923	0.250051247725968
181	4443.91	4429.24203427681	87.5304662318422	14.6679657231942	0.48947767050904
182	4502.64	4497.6371277945	84.093301090218	5.00287220550073	-0.158539513430808
183	4356.98	4376.15687378744	47.1271496032999	-19.1768737874378	-1.71990511079141
184	4591.27	4576.70474191609	74.7386068222576	14.5652580839155	1.28370400007843
185	4696.96	4697.71667531447	83.0665315205833	-0.756675314473162	0.387141644214751
186	4621.4	4635.04728988379	56.839121664864	-13.6472898837861	-1.2193910541336
187	4562.84	4565.84689996791	34.1566864407595	-3.0068999679108	-1.05462648400838
188	4202.52	4202.37773156213	-37.4007956793566	0.142268437875095	-3.32715257221106
189	4296.49	4297.18866286674	-13.6076977108558	-0.69866286673811	1.10630896691821
190	4435.23	4441.74297180753	14.8558897048182	-6.51297180753196	1.32350374807173
191	4105.18	4107.28885687674	-48.0052424344071	-2.10885687674334	-2.92282483374307
192	4116.68	4118.78077451841	-37.3031380654372	-2.10077451841243	0.497869963878081
193	3844.49	3836.62629463625	-81.341674548636	7.86370536374719	-2.06226967093811
194	3720.98	3710.40884277099	-89.4034628113522	10.5711572290073	-0.372151460557887
195	3674.4	3694.69417301722	-76.153875315135	-20.2941730172165	0.61641569717431
196	3857.62	3840.0065528947	-36.299807630153	17.6134471052992	1.85296348674199
197	3801.06	3800.49258842396	-36.8782216770087	0.56741157604068	-0.0268888327304833
198	3504.37	3522.18955088293	-80.3228931296224	-17.8195508829273	-2.01986872761746
199	3032.6	3033.21991783891	-153.858348529203	-0.619917838911121	-3.41905444767713
200	3047.03	3043.72190959366	-124.282076961602	3.30809040633608	1.37518676483354
201	2962.34	2967.0541616924	-115.713968080388	-4.71416169240207	0.398392598091733
202	2197.82	2210.73528776116	-230.991257752039	-12.9152877611642	-5.36018361691756
203	2014.45	2015.61988560857	-224.535679218376	-1.169885608567	0.300159931233681
204	1862.83	1857.18680743137	-212.646346653062	5.64319256862779	0.55312995120678
205	1905.41	1887.58658877043	-168.932175627992	17.8234112295691	2.04550486622999
206	1810.99	1800.17584201075	-154.285539299583	10.8141579892452	0.67660093883954
207	1670.07	1696.1444218972	-145.250258640175	-26.0744218971998	0.420323967048481
208	1864.44	1842.64780923153	-92.7520483223113	21.7921907684735	2.44093736938866
209	2052.02	2042.05529170749	-40.1792930791723	9.96470829251276	2.44396146063652
210	2029.6	2037.92367774298	-33.6929335889708	-8.32367774297844	0.30156887852946
211	2070.83	2075.8438605808	-20.8071637922571	-5.0138605807959	0.599128104126242
212	2293.41	2289.67177554611	21.4118969589776	3.73822445389071	1.96303204033554
213	2443.27	2430.75424681524	42.94488192432	12.5157531847585	1.00122419841374
214	2513.17	2526.09237185856	52.3724116843384	-12.9223718585578	0.438363081444162
215	2466.92	2471.50822298629	33.1279705462674	-4.58822298629274	-0.894787876192797
216	2502.66	2501.77906335482	32.6141170302079	0.88093664518393	-0.0239072653590417

\begin{tabular}{lllllllll}
\hline
Structural Time Series Model \tabularnewline
t & Observed & Level & Slope & Seasonal & Stand. Residuals \tabularnewline
1 & 1145.11 & 1145.11 & 0 & 0 & 0 \tabularnewline
2 & 1176.86 & 1175.21672254773 & 2.03266479071087 & 1.64327745227445 & 0.166505619947884 \tabularnewline
3 & 1206.41 & 1204.6606222299 & 4.04676878638545 & 1.74937777009754 & 0.24520093712861 \tabularnewline
4 & 1192.72 & 1191.12996063548 & 2.2596099001382 & 1.59003936451621 & -0.154754337672314 \tabularnewline
5 & 1214.82 & 1213.069042712 & 4.69952124507645 & 1.75095728799897 & 0.171059531019326 \tabularnewline
6 & 1199.07 & 1197.47450044987 & 1.84314913086841 & 1.59549955012793 & -0.174662094746426 \tabularnewline
7 & 1157.47 & 1155.94625006478 & -4.79026170619929 & 1.52374993522378 & -0.370534233892112 \tabularnewline
8 & 1100.1 & 1098.62856688102 & -13.2785995756168 & 1.47143311898161 & -0.44636603246876 \tabularnewline
9 & 1095.63 & 1093.99744647367 & -11.8290088666891 & 1.6325535263345 & 0.0732062679800155 \tabularnewline
10 & 1105.63 & 1103.99889985791 & -8.07884036369782 & 1.63110014209051 & 0.184318475343271 \tabularnewline
11 & 1137.79 & 1136.10392892453 & -1.06185405199664 & 1.68607107546668 & 0.338654852522545 \tabularnewline
12 & 1124.72 & 1123.17737825362 & -3.156520651675 & 1.54262174637882 & -0.0998640550950866 \tabularnewline
13 & 1152.6 & 1155.19299177457 & 2.73665382607353 & -2.5929917745709 & 0.34656442784202 \tabularnewline
14 & 1211.85 & 1210.3836355819 & 11.9398757822863 & 1.46636441809621 & 0.373304931411085 \tabularnewline
15 & 1239.62 & 1238.05261460198 & 14.7587558919667 & 1.56738539802114 & 0.132035253992954 \tabularnewline
16 & 1244.13 & 1242.90732521636 & 12.9797919100487 & 1.22267478363779 & -0.0830914198701297 \tabularnewline
17 & 1198.42 & 1197.15614323014 & 2.41553762883426 & 1.2638567698568 & -0.492731810528888 \tabularnewline
18 & 1227.99 & 1226.33605545432 & 7.23447724224396 & 1.6539445456843 & 0.224535046223715 \tabularnewline
19 & 1304.92 & 1303.15198052886 & 19.7709581311562 & 1.76801947113916 & 0.583731202060873 \tabularnewline
20 & 1340.26 & 1338.95928438091 & 22.6615321669144 & 1.30071561909295 & 0.134531208654628 \tabularnewline
21 & 1307.32 & 1306.13181592413 & 12.6564605935104 & 1.18818407586787 & -0.46550674011867 \tabularnewline
22 & 1356.51 & 1354.89677276652 & 19.1684744228357 & 1.61322723347549 & 0.302922609546934 \tabularnewline
23 & 1383.29 & 1381.72679392177 & 20.5504212631172 & 1.563206078232 & 0.064276145376103 \tabularnewline
24 & 1437.87 & 1436.44597829771 & 26.7137439336716 & 1.42402170228504 & 0.286630202620345 \tabularnewline
25 & 1494.56 & 1502.2302173585 & 33.6604037645367 & -7.6702173584959 & 0.35555899661773 \tabularnewline
26 & 1521.42 & 1521.03216819749 & 31.0303134134083 & 0.387831802507787 & -0.1131453645006 \tabularnewline
27 & 1498.76 & 1498.54944764303 & 21.3775339455502 & 0.210552356967195 & -0.44880473564536 \tabularnewline
28 & 1488.75 & 1488.20804265691 & 15.6548447949983 & 0.54195734308579 & -0.265900199066545 \tabularnewline
29 & 1524.62 & 1524.10106597028 & 19.3056505364425 & 0.518934029722855 & 0.169687681013925 \tabularnewline
30 & 1439.27 & 1439.61588025439 & 0.583798770784587 & -0.345880254391403 & -0.870298865988236 \tabularnewline
31 & 1423.11 & 1422.31250591532 & -2.64259004366058 & 0.797494084677819 & -0.149993918869345 \tabularnewline
32 & 1466.85 & 1465.74298507909 & 5.6676772589873 & 1.10701492090525 & 0.386364399231908 \tabularnewline
33 & 1425.83 & 1426.12295061891 & -2.5008866669343 & -0.292950618908548 & -0.379791033136096 \tabularnewline
34 & 1363.45 & 1363.02769140801 & -13.4303289065522 & 0.422308591990775 & -0.508169396667705 \tabularnewline
35 & 1389.18 & 1388.22199817675 & -6.46342491778827 & 0.958001823254097 & 0.323938985198185 \tabularnewline
36 & 1395.89 & 1395.50830191947 & -3.98364031787345 & 0.381698080530455 & 0.11529665104282 \tabularnewline
37 & 1368.43 & 1376.3503265385 & -6.69736843892517 & -7.92032653850451 & -0.134382542888754 \tabularnewline
38 & 1349.03 & 1348.44618788918 & -10.4684355598677 & 0.583812110824352 & -0.166145788621263 \tabularnewline
39 & 1299.88 & 1299.69840276743 & -17.370533497821 & 0.181597232573979 & -0.321007267993408 \tabularnewline
40 & 1365.41 & 1364.48557673431 & -2.55190973324518 & 0.924423265690136 & 0.688578428822452 \tabularnewline
41 & 1451.04 & 1449.29903358013 & 13.2037356214289 & 1.74096641986919 & 0.732355079498275 \tabularnewline
42 & 1433.75 & 1434.44051537058 & 8.14322987748851 & -0.690515370575167 & -0.235250753678173 \tabularnewline
43 & 1464.65 & 1464.1394843047 & 12.0302818334206 & 0.510515695304445 & 0.180712827828075 \tabularnewline
44 & 1475.57 & 1474.44197419568 & 11.7187218633093 & 1.12802580431957 & -0.0144854367966041 \tabularnewline
45 & 1471.16 & 1471.13174209808 & 9.00868084933533 & 0.0282579019160982 & -0.126002770798525 \tabularnewline
46 & 1429.12 & 1429.46184728594 & -0.129744196861848 & -0.341847285937465 & -0.424898948507555 \tabularnewline
47 & 1452.46 & 1451.40449882677 & 3.85048413632969 & 1.05550117323232 & 0.185070081559528 \tabularnewline
48 & 1538.09 & 1537.03757001326 & 18.5952458043855 & 1.05242998673702 & 0.685546954275455 \tabularnewline
49 & 1631.59 & 1629.11637517929 & 31.765653051279 & 2.47362482071304 & 0.641560336870362 \tabularnewline
50 & 1665.5 & 1664.89352806499 & 32.4811037828426 & 0.60647193500999 & 0.0319307947821716 \tabularnewline
51 & 1690.6 & 1691.74753150248 & 31.4669032826609 & -1.14753150248163 & -0.0471810353987146 \tabularnewline
52 & 1711.74 & 1712.4893982488 & 29.5330254794359 & -0.749398248798239 & -0.0898681923335056 \tabularnewline
53 & 1734.1 & 1732.70713658856 & 27.853564779581 & 1.3928634114442 & -0.0780690349588442 \tabularnewline
54 & 1748.09 & 1749.70750238195 & 25.8969300263111 & -1.61750238195294 & -0.0909629391300372 \tabularnewline
55 & 1703.45 & 1704.3423905158 & 13.0500158685358 & -0.892390515799822 & -0.5972817833286 \tabularnewline
56 & 1745.74 & 1744.70844428164 & 17.9744045092084 & 1.03155571835869 & 0.228955016448735 \tabularnewline
57 & 1751.01 & 1751.23728028021 & 15.9110711496109 & -0.227280280212382 & -0.0959354050394273 \tabularnewline
58 & 1795.65 & 1796.19829197798 & 21.1480120160109 & -0.548291977982511 & 0.24349831571716 \tabularnewline
59 & 1852.13 & 1851.9885053528 & 27.3932816045501 & 0.141494647196586 & 0.290391432345093 \tabularnewline
60 & 1877.1 & 1877.33744281146 & 27.0248183090284 & -0.23744281146018 & -0.0171315281979528 \tabularnewline
61 & 1989.31 & 1981.07529089499 & 40.7905317367465 & 8.23470910500914 & 0.663830886794645 \tabularnewline
62 & 2097.76 & 2096.56531663624 & 54.1388414131527 & 1.19468336375576 & 0.600677968495242 \tabularnewline
63 & 2154.87 & 2156.14128694908 & 55.118447696527 & -1.27128694907501 & 0.0455796706810828 \tabularnewline
64 & 2152.18 & 2153.64644741217 & 44.7327503770197 & -1.46644741217428 & -0.482652049186225 \tabularnewline
65 & 2250.27 & 2248.1681315129 & 53.706911886465 & 2.10186848709532 & 0.417173494868627 \tabularnewline
66 & 2346.9 & 2347.19050736213 & 61.8743940601742 & -0.290507362131598 & 0.379712113737741 \tabularnewline
67 & 2525.56 & 2525.53059300402 & 82.8652433354494 & 0.0294069959809778 & 0.975929061295112 \tabularnewline
68 & 2409.36 & 2411.06398596306 & 47.3001385787212 & -1.70398596306181 & -1.6535872647289 \tabularnewline
69 & 2394.36 & 2394.90343745725 & 35.8626822876683 & -0.543437457252318 & -0.531792774711333 \tabularnewline
70 & 2401.33 & 2402.36178305079 & 30.7433842534371 & -1.0317830507854 & -0.238029968527487 \tabularnewline
71 & 2354.32 & 2354.7183527889 & 16.6153138967317 & -0.398352788899589 & -0.656929069938857 \tabularnewline
72 & 2450.41 & 2450.05308378206 & 30.7991821445006 & 0.356916217936369 & 0.659483805203036 \tabularnewline
73 & 2504.67 & 2501.11918288672 & 34.4386614584778 & 3.55081711328471 & 0.174305586379265 \tabularnewline
74 & 2661.39 & 2658.83569491329 & 56.4968836353244 & 2.5543050867117 & 0.998378360396581 \tabularnewline
75 & 2880.4 & 2878.05305078689 & 85.8047426536794 & 2.34694921311347 & 1.36381252919092 \tabularnewline
76 & 3064.42 & 3064.94889379436 & 104.023538632103 & -0.528893794356929 & 0.846711069457916 \tabularnewline
77 & 3141.12 & 3139.47781431905 & 98.708556102648 & 1.64218568094895 & -0.247077201805063 \tabularnewline
78 & 3327.7 & 3328.44750974779 & 114.973100187232 & -0.747509747789815 & 0.756163988155837 \tabularnewline
79 & 3564.95 & 3560.59395147226 & 136.086651488177 & 4.35604852773853 & 0.981646091074355 \tabularnewline
80 & 3403.13 & 3408.19102196512 & 84.1040405426251 & -5.06102196512444 & -2.41693340275417 \tabularnewline
81 & 3149.9 & 3153.48803567339 & 23.0550617288122 & -3.58803567339436 & -2.83853207496619 \tabularnewline
82 & 3006.84 & 3006.79065830472 & -7.53243261733104 & 0.0493416952756723 & -1.42222230681311 \tabularnewline
83 & 3230.66 & 3227.17554280331 & 33.537034154956 & 3.48445719669102 & 1.9096623271131 \tabularnewline
84 & 3361.13 & 3359.7696297972 & 51.3805820300911 & 1.36037020280042 & 0.829666230516801 \tabularnewline
85 & 3484.74 & 3485.31298623078 & 64.7050386483001 & -0.57298623078179 & 0.634957786916018 \tabularnewline
86 & 3411.13 & 3413.03366104122 & 40.1707313081808 & -1.90366104122291 & -1.1152169354422 \tabularnewline
87 & 3288.18 & 3290.83436411312 & 10.934381181242 & -2.65436411311825 & -1.36058333214752 \tabularnewline
88 & 3280.37 & 3280.64917603758 & 7.12902304613844 & -0.279176037582902 & -0.176858823995376 \tabularnewline
89 & 3173.95 & 3175.96346688036 & -13.0159250316494 & -2.01346688035851 & -0.936486090017072 \tabularnewline
90 & 3165.26 & 3169.80869052113 & -11.7798447815451 & -4.54869052113189 & 0.0574680192789654 \tabularnewline
91 & 3092.71 & 3087.81738383896 & -24.4286664445126 & 4.89261616103978 & -0.588095245826479 \tabularnewline
92 & 3053.05 & 3054.55930625475 & -26.0192983544262 & -1.5093062547513 & -0.0739569270139401 \tabularnewline
93 & 3181.96 & 3180.46831095159 & 1.35070828129048 & 1.49168904841455 & 1.27260053267724 \tabularnewline
94 & 2999.93 & 3007.40671790855 & -30.0700075478124 & -7.47671790855481 & -1.46097132092014 \tabularnewline
95 & 3249.57 & 3243.6864991592 & 17.9148291111923 & 5.8835008407979 & 2.2312199461023 \tabularnewline
96 & 3210.52 & 3213.01296512205 & 9.16455113248873 & -2.4929651220508 & -0.406875522486597 \tabularnewline
97 & 3030.29 & 3033.03911240367 & -24.8283462765243 & -2.74911240367261 & -1.61370155766344 \tabularnewline
98 & 2803.47 & 2805.19345884978 & -61.2155352636921 & -1.72345884977549 & -1.65947768627982 \tabularnewline
99 & 2767.63 & 2769.10559525306 & -56.6921968357855 & -1.47559525305588 & 0.210511971791199 \tabularnewline
100 & 2882.6 & 2878.27585550141 & -26.8128258710036 & 4.32414449859232 & 1.38873165909203 \tabularnewline
101 & 2863.36 & 2866.4567624217 & -24.1120137429732 & -3.09676242169702 & 0.125554287615793 \tabularnewline
102 & 2897.06 & 2899.65402880206 & -13.7893308745001 & -2.59402880205749 & 0.479927863314409 \tabularnewline
103 & 3012.61 & 3005.27252144662 & 7.71833281573228 & 7.33747855337822 & 0.999985755697336 \tabularnewline
104 & 3142.95 & 3146.09972654712 & 31.6936113847363 & -3.14972654712502 & 1.11474300122131 \tabularnewline
105 & 3032.93 & 3030.50060681391 & 5.16365968880569 & 2.42939318608865 & -1.23354522862413 \tabularnewline
106 & 3045.78 & 3057.24509233402 & 9.05076961317187 & -11.4650923340242 & 0.18073999212583 \tabularnewline
107 & 3110.52 & 3104.44733460016 & 15.9227317476903 & 6.07266539984356 & 0.319535413211359 \tabularnewline
108 & 3013.24 & 3015.36841979454 & -2.98285513662926 & -2.12841979453713 & -0.879126520646335 \tabularnewline
109 & 2987.1 & 2979.56400155235 & -8.88308809592091 & 7.53599844764479 & -0.279251612104289 \tabularnewline
110 & 2995.55 & 2996.2656649044 & -4.29494409922182 & -0.715664904399042 & 0.209799122193846 \tabularnewline
111 & 2833.18 & 2840.24453576262 & -31.6016891130017 & -7.06453576261933 & -1.27083977008897 \tabularnewline
112 & 2848.96 & 2843.04127565783 & -25.4060918187269 & 5.91872434217031 & 0.287969498223617 \tabularnewline
113 & 2794.83 & 2798.46846949117 & -28.8579937481597 & -3.63846949116812 & -0.160470836256763 \tabularnewline
114 & 2845.26 & 2847.81015843288 & -14.7748740181004 & -2.55015843288461 & 0.654764094732822 \tabularnewline
115 & 2915.02 & 2909.63578392457 & -0.979967779347608 & 5.38421607543358 & 0.641389180205974 \tabularnewline
116 & 2892.63 & 2893.49155652164 & -3.71086153420647 & -0.861556521639588 & -0.12697475621762 \tabularnewline
117 & 2604.42 & 2607.22952357466 & -54.5946486352199 & -2.80952357466442 & -2.36591555105076 \tabularnewline
118 & 2641.65 & 2651.08965176595 & -36.8640438101232 & -9.43965176595246 & 0.824427833803069 \tabularnewline
119 & 2659.81 & 2651.36790663602 & -30.1750085487061 & 8.44209336397562 & 0.311028879004144 \tabularnewline
120 & 2638.53 & 2639.98883117728 & -26.7914577005245 & -1.45883117727729 & 0.157347006236803 \tabularnewline
121 & 2720.25 & 2709.64184858545 & -9.45105441771798 & 10.608151414555 & 0.818708343590295 \tabularnewline
122 & 2745.88 & 2743.06584615618 & -1.75888055372261 & 2.81415384382169 & 0.352489660948072 \tabularnewline
123 & 2735.7 & 2743.8655487362 & -1.29849318901769 & -8.16554873619784 & 0.0214258207445044 \tabularnewline
124 & 2811.7 & 2803.9559267659 & 9.75661481246898 & 7.74407323410074 & 0.513858636682326 \tabularnewline
125 & 2799.43 & 2804.80490355842 & 8.15260362183374 & -5.37490355841746 & -0.074566652235284 \tabularnewline
126 & 2555.28 & 2564.58931692041 & -36.569668370598 & -9.30931692041016 & -2.07927301198583 \tabularnewline
127 & 2304.98 & 2303.95695866784 & -76.9147901923614 & 1.02304133216197 & -1.87583962086389 \tabularnewline
128 & 2214.95 & 2209.02670395384 & -80.1586612902665 & 5.92329604615859 & -0.150826399884389 \tabularnewline
129 & 2065.81 & 2071.25424244025 & -90.5325987763534 & -5.44424244025326 & -0.482352458679313 \tabularnewline
130 & 1940.49 & 1950.86970384228 & -95.9078013495825 & -10.3797038422832 & -0.249934058037942 \tabularnewline
131 & 2042 & 2029.96902156527 & -64.3953190420168 & 12.0309784347274 & 1.46527137924756 \tabularnewline
132 & 1995.37 & 1998.60556977441 & -58.4501203906644 & -3.23556977440887 & 0.276489578599185 \tabularnewline
133 & 1946.81 & 1938.62260740933 & -58.7257529311591 & 8.18739259066903 & -0.0129876822677015 \tabularnewline
134 & 1765.9 & 1764.8281940757 & -79.3772622620962 & 1.07180592430355 & -0.948024500271205 \tabularnewline
135 & 1635.25 & 1645.70424622657 & -86.5279866989382 & -10.4542462265658 & -0.332774217419835 \tabularnewline
136 & 1833.42 & 1821.98813223473 & -39.2069906830917 & 11.4318677652667 & 2.19964596522415 \tabularnewline
137 & 1910.43 & 1911.03255040344 & -16.1157056349435 & -0.602550403440448 & 1.07345651255129 \tabularnewline
138 & 1959.67 & 1964.51660869756 & -3.584967070445 & -4.84660869755986 & 0.582593006601698 \tabularnewline
139 & 1969.6 & 1969.29699469473 & -2.0788906307181 & 0.303005305267096 & 0.0700249962328003 \tabularnewline
140 & 2061.41 & 2053.10229145738 & 13.3833618420515 & 8.30770854262086 & 0.718931519686899 \tabularnewline
141 & 2093.48 & 2097.57018712154 & 18.979690014852 & -4.09018712153727 & 0.260210623146744 \tabularnewline
142 & 2120.88 & 2134.988915752 & 22.2994207607236 & -14.1089157519963 & 0.154360017972316 \tabularnewline
143 & 2174.56 & 2163.89854914476 & 23.4895136504497 & 10.6614508552427 & 0.0553367835763696 \tabularnewline
144 & 2196.72 & 2200.08439902762 & 25.7742969000576 & -3.36439902761862 & 0.106263746481928 \tabularnewline
145 & 2350.44 & 2331.9666415698 & 44.8560120782486 & 18.4733584301968 & 0.897622625352897 \tabularnewline
146 & 2440.25 & 2435.88617594556 & 55.4591739400807 & 4.36382405444329 & 0.487472048099829 \tabularnewline
147 & 2408.64 & 2425.86188635039 & 43.6799758129961 & -17.2218863503911 & -0.548144707752667 \tabularnewline
148 & 2472.81 & 2463.78827953541 & 42.6441449071212 & 9.02172046459002 & -0.0481511512816665 \tabularnewline
149 & 2407.6 & 2411.51947608322 & 25.5574202357334 & -3.91947608321932 & -0.794317457142216 \tabularnewline
150 & 2454.62 & 2458.38855085898 & 29.3939039151621 & -3.76855085898223 & 0.178370203608194 \tabularnewline
151 & 2448.05 & 2450.27966098592 & 22.6428153082281 & -2.22966098592026 & -0.313892526951467 \tabularnewline
152 & 2497.84 & 2489.72181138849 & 25.666936915535 & 8.11818861151026 & 0.140609563822119 \tabularnewline
153 & 2645.64 & 2647.51270128485 & 49.4511228791324 & -1.87270128484816 & 1.10588781724732 \tabularnewline
154 & 2756.76 & 2770.04900355763 & 62.6076801058195 & -13.2890035576319 & 0.611752011121603 \tabularnewline
155 & 2849.27 & 2838.73941608347 & 63.702665697739 & 10.5305839165349 & 0.05091416206769 \tabularnewline
156 & 2921.44 & 2926.38131815357 & 68.0100967506847 & -4.94131815357228 & 0.20034864627798 \tabularnewline
157 & 2981.85 & 2966.9710051026 & 63.0787113118175 & 14.8789948974018 & -0.231650837308685 \tabularnewline
158 & 3080.58 & 3074.0554920718 & 70.9804856618454 & 6.52450792820062 & 0.363736985502257 \tabularnewline
159 & 3106.22 & 3124.239854149 & 67.2401542155892 & -18.019854148999 & -0.174046556023897 \tabularnewline
160 & 3119.31 & 3109.68854129423 & 52.5168423545152 & 9.62145870577486 & -0.684451375452457 \tabularnewline
161 & 3061.26 & 3067.29237177613 & 35.4319581257658 & -6.03237177613076 & -0.794230066865677 \tabularnewline
162 & 3097.31 & 3099.3416016009 & 34.8230719054665 & -2.0316016008953 & -0.028309029942338 \tabularnewline
163 & 3161.69 & 3162.5700592583 & 39.9359309581796 & -0.88005925830064 & 0.237723334056955 \tabularnewline
164 & 3257.16 & 3250.47916376293 & 48.5708587542905 & 6.6808362370719 & 0.401490309602558 \tabularnewline
165 & 3277.01 & 3280.90373169617 & 45.3046192278698 & -3.89373169617218 & -0.151869903669355 \tabularnewline
166 & 3295.32 & 3308.82670135789 & 42.175964604073 & -13.5067013578926 & -0.145476141022123 \tabularnewline
167 & 3363.99 & 3353.72530269944 & 42.6660240847261 & 10.2646973005578 & 0.02278640713132 \tabularnewline
168 & 3494.17 & 3496.26505247591 & 60.6343670164281 & -2.09505247591001 & 0.835802314899443 \tabularnewline
169 & 3667.03 & 3650.8122428352 & 77.5246647309105 & 16.2177571647995 & 0.79246789966204 \tabularnewline
170 & 3813.06 & 3805.49216869361 & 91.3814271522434 & 7.56783130638792 & 0.638548794285193 \tabularnewline
171 & 3917.96 & 3934.33085951348 & 98.1176279181224 & -16.3708595134836 & 0.313432174022635 \tabularnewline
172 & 3895.51 & 3887.17838682302 & 71.9704071923315 & 8.33161317697714 & -1.21557559649625 \tabularnewline
173 & 3801.06 & 3809.48164368546 & 45.0320845919712 & -8.42164368546511 & -1.25228755591981 \tabularnewline
174 & 3570.12 & 3577.7531984466 & -4.77956458942819 & -7.63319844659587 & -2.31589723615852 \tabularnewline
175 & 3701.61 & 3699.50470398841 & 17.9933228997962 & 2.10529601158799 & 1.05883110387891 \tabularnewline
176 & 3862.27 & 3852.48831310723 & 42.2885371813524 & 9.78168689276565 & 1.12963403768392 \tabularnewline
177 & 3970.1 & 3972.44884120802 & 56.2677556665804 & -2.34884120802197 & 0.649991183034072 \tabularnewline
178 & 4138.52 & 4149.30690695509 & 77.9716376157892 & -10.7869069550902 & 1.00918867682811 \tabularnewline
179 & 4199.75 & 4192.49734620658 & 71.7118783684663 & 7.25265379341936 & -0.291059269188043 \tabularnewline
180 & 4290.89 & 4294.09022362939 & 77.0872328571182 & -3.20022362938923 & 0.250051247725968 \tabularnewline
181 & 4443.91 & 4429.24203427681 & 87.5304662318422 & 14.6679657231942 & 0.48947767050904 \tabularnewline
182 & 4502.64 & 4497.6371277945 & 84.093301090218 & 5.00287220550073 & -0.158539513430808 \tabularnewline
183 & 4356.98 & 4376.15687378744 & 47.1271496032999 & -19.1768737874378 & -1.71990511079141 \tabularnewline
184 & 4591.27 & 4576.70474191609 & 74.7386068222576 & 14.5652580839155 & 1.28370400007843 \tabularnewline
185 & 4696.96 & 4697.71667531447 & 83.0665315205833 & -0.756675314473162 & 0.387141644214751 \tabularnewline
186 & 4621.4 & 4635.04728988379 & 56.839121664864 & -13.6472898837861 & -1.2193910541336 \tabularnewline
187 & 4562.84 & 4565.84689996791 & 34.1566864407595 & -3.0068999679108 & -1.05462648400838 \tabularnewline
188 & 4202.52 & 4202.37773156213 & -37.4007956793566 & 0.142268437875095 & -3.32715257221106 \tabularnewline
189 & 4296.49 & 4297.18866286674 & -13.6076977108558 & -0.69866286673811 & 1.10630896691821 \tabularnewline
190 & 4435.23 & 4441.74297180753 & 14.8558897048182 & -6.51297180753196 & 1.32350374807173 \tabularnewline
191 & 4105.18 & 4107.28885687674 & -48.0052424344071 & -2.10885687674334 & -2.92282483374307 \tabularnewline
192 & 4116.68 & 4118.78077451841 & -37.3031380654372 & -2.10077451841243 & 0.497869963878081 \tabularnewline
193 & 3844.49 & 3836.62629463625 & -81.341674548636 & 7.86370536374719 & -2.06226967093811 \tabularnewline
194 & 3720.98 & 3710.40884277099 & -89.4034628113522 & 10.5711572290073 & -0.372151460557887 \tabularnewline
195 & 3674.4 & 3694.69417301722 & -76.153875315135 & -20.2941730172165 & 0.61641569717431 \tabularnewline
196 & 3857.62 & 3840.0065528947 & -36.299807630153 & 17.6134471052992 & 1.85296348674199 \tabularnewline
197 & 3801.06 & 3800.49258842396 & -36.8782216770087 & 0.56741157604068 & -0.0268888327304833 \tabularnewline
198 & 3504.37 & 3522.18955088293 & -80.3228931296224 & -17.8195508829273 & -2.01986872761746 \tabularnewline
199 & 3032.6 & 3033.21991783891 & -153.858348529203 & -0.619917838911121 & -3.41905444767713 \tabularnewline
200 & 3047.03 & 3043.72190959366 & -124.282076961602 & 3.30809040633608 & 1.37518676483354 \tabularnewline
201 & 2962.34 & 2967.0541616924 & -115.713968080388 & -4.71416169240207 & 0.398392598091733 \tabularnewline
202 & 2197.82 & 2210.73528776116 & -230.991257752039 & -12.9152877611642 & -5.36018361691756 \tabularnewline
203 & 2014.45 & 2015.61988560857 & -224.535679218376 & -1.169885608567 & 0.300159931233681 \tabularnewline
204 & 1862.83 & 1857.18680743137 & -212.646346653062 & 5.64319256862779 & 0.55312995120678 \tabularnewline
205 & 1905.41 & 1887.58658877043 & -168.932175627992 & 17.8234112295691 & 2.04550486622999 \tabularnewline
206 & 1810.99 & 1800.17584201075 & -154.285539299583 & 10.8141579892452 & 0.67660093883954 \tabularnewline
207 & 1670.07 & 1696.1444218972 & -145.250258640175 & -26.0744218971998 & 0.420323967048481 \tabularnewline
208 & 1864.44 & 1842.64780923153 & -92.7520483223113 & 21.7921907684735 & 2.44093736938866 \tabularnewline
209 & 2052.02 & 2042.05529170749 & -40.1792930791723 & 9.96470829251276 & 2.44396146063652 \tabularnewline
210 & 2029.6 & 2037.92367774298 & -33.6929335889708 & -8.32367774297844 & 0.30156887852946 \tabularnewline
211 & 2070.83 & 2075.8438605808 & -20.8071637922571 & -5.0138605807959 & 0.599128104126242 \tabularnewline
212 & 2293.41 & 2289.67177554611 & 21.4118969589776 & 3.73822445389071 & 1.96303204033554 \tabularnewline
213 & 2443.27 & 2430.75424681524 & 42.94488192432 & 12.5157531847585 & 1.00122419841374 \tabularnewline
214 & 2513.17 & 2526.09237185856 & 52.3724116843384 & -12.9223718585578 & 0.438363081444162 \tabularnewline
215 & 2466.92 & 2471.50822298629 & 33.1279705462674 & -4.58822298629274 & -0.894787876192797 \tabularnewline
216 & 2502.66 & 2501.77906335482 & 32.6141170302079 & 0.88093664518393 & -0.0239072653590417 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=106348&T=1

[TABLE]
[ROW][C]Structural Time Series Model[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Level[/C][C]Slope[/C][C]Seasonal[/C][C]Stand. Residuals[/C][/ROW]
[ROW][C]1[/C][C]1145.11[/C][C]1145.11[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]1176.86[/C][C]1175.21672254773[/C][C]2.03266479071087[/C][C]1.64327745227445[/C][C]0.166505619947884[/C][/ROW]
[ROW][C]3[/C][C]1206.41[/C][C]1204.6606222299[/C][C]4.04676878638545[/C][C]1.74937777009754[/C][C]0.24520093712861[/C][/ROW]
[ROW][C]4[/C][C]1192.72[/C][C]1191.12996063548[/C][C]2.2596099001382[/C][C]1.59003936451621[/C][C]-0.154754337672314[/C][/ROW]
[ROW][C]5[/C][C]1214.82[/C][C]1213.069042712[/C][C]4.69952124507645[/C][C]1.75095728799897[/C][C]0.171059531019326[/C][/ROW]
[ROW][C]6[/C][C]1199.07[/C][C]1197.47450044987[/C][C]1.84314913086841[/C][C]1.59549955012793[/C][C]-0.174662094746426[/C][/ROW]
[ROW][C]7[/C][C]1157.47[/C][C]1155.94625006478[/C][C]-4.79026170619929[/C][C]1.52374993522378[/C][C]-0.370534233892112[/C][/ROW]
[ROW][C]8[/C][C]1100.1[/C][C]1098.62856688102[/C][C]-13.2785995756168[/C][C]1.47143311898161[/C][C]-0.44636603246876[/C][/ROW]
[ROW][C]9[/C][C]1095.63[/C][C]1093.99744647367[/C][C]-11.8290088666891[/C][C]1.6325535263345[/C][C]0.0732062679800155[/C][/ROW]
[ROW][C]10[/C][C]1105.63[/C][C]1103.99889985791[/C][C]-8.07884036369782[/C][C]1.63110014209051[/C][C]0.184318475343271[/C][/ROW]
[ROW][C]11[/C][C]1137.79[/C][C]1136.10392892453[/C][C]-1.06185405199664[/C][C]1.68607107546668[/C][C]0.338654852522545[/C][/ROW]
[ROW][C]12[/C][C]1124.72[/C][C]1123.17737825362[/C][C]-3.156520651675[/C][C]1.54262174637882[/C][C]-0.0998640550950866[/C][/ROW]
[ROW][C]13[/C][C]1152.6[/C][C]1155.19299177457[/C][C]2.73665382607353[/C][C]-2.5929917745709[/C][C]0.34656442784202[/C][/ROW]
[ROW][C]14[/C][C]1211.85[/C][C]1210.3836355819[/C][C]11.9398757822863[/C][C]1.46636441809621[/C][C]0.373304931411085[/C][/ROW]
[ROW][C]15[/C][C]1239.62[/C][C]1238.05261460198[/C][C]14.7587558919667[/C][C]1.56738539802114[/C][C]0.132035253992954[/C][/ROW]
[ROW][C]16[/C][C]1244.13[/C][C]1242.90732521636[/C][C]12.9797919100487[/C][C]1.22267478363779[/C][C]-0.0830914198701297[/C][/ROW]
[ROW][C]17[/C][C]1198.42[/C][C]1197.15614323014[/C][C]2.41553762883426[/C][C]1.2638567698568[/C][C]-0.492731810528888[/C][/ROW]
[ROW][C]18[/C][C]1227.99[/C][C]1226.33605545432[/C][C]7.23447724224396[/C][C]1.6539445456843[/C][C]0.224535046223715[/C][/ROW]
[ROW][C]19[/C][C]1304.92[/C][C]1303.15198052886[/C][C]19.7709581311562[/C][C]1.76801947113916[/C][C]0.583731202060873[/C][/ROW]
[ROW][C]20[/C][C]1340.26[/C][C]1338.95928438091[/C][C]22.6615321669144[/C][C]1.30071561909295[/C][C]0.134531208654628[/C][/ROW]
[ROW][C]21[/C][C]1307.32[/C][C]1306.13181592413[/C][C]12.6564605935104[/C][C]1.18818407586787[/C][C]-0.46550674011867[/C][/ROW]
[ROW][C]22[/C][C]1356.51[/C][C]1354.89677276652[/C][C]19.1684744228357[/C][C]1.61322723347549[/C][C]0.302922609546934[/C][/ROW]
[ROW][C]23[/C][C]1383.29[/C][C]1381.72679392177[/C][C]20.5504212631172[/C][C]1.563206078232[/C][C]0.064276145376103[/C][/ROW]
[ROW][C]24[/C][C]1437.87[/C][C]1436.44597829771[/C][C]26.7137439336716[/C][C]1.42402170228504[/C][C]0.286630202620345[/C][/ROW]
[ROW][C]25[/C][C]1494.56[/C][C]1502.2302173585[/C][C]33.6604037645367[/C][C]-7.6702173584959[/C][C]0.35555899661773[/C][/ROW]
[ROW][C]26[/C][C]1521.42[/C][C]1521.03216819749[/C][C]31.0303134134083[/C][C]0.387831802507787[/C][C]-0.1131453645006[/C][/ROW]
[ROW][C]27[/C][C]1498.76[/C][C]1498.54944764303[/C][C]21.3775339455502[/C][C]0.210552356967195[/C][C]-0.44880473564536[/C][/ROW]
[ROW][C]28[/C][C]1488.75[/C][C]1488.20804265691[/C][C]15.6548447949983[/C][C]0.54195734308579[/C][C]-0.265900199066545[/C][/ROW]
[ROW][C]29[/C][C]1524.62[/C][C]1524.10106597028[/C][C]19.3056505364425[/C][C]0.518934029722855[/C][C]0.169687681013925[/C][/ROW]
[ROW][C]30[/C][C]1439.27[/C][C]1439.61588025439[/C][C]0.583798770784587[/C][C]-0.345880254391403[/C][C]-0.870298865988236[/C][/ROW]
[ROW][C]31[/C][C]1423.11[/C][C]1422.31250591532[/C][C]-2.64259004366058[/C][C]0.797494084677819[/C][C]-0.149993918869345[/C][/ROW]
[ROW][C]32[/C][C]1466.85[/C][C]1465.74298507909[/C][C]5.6676772589873[/C][C]1.10701492090525[/C][C]0.386364399231908[/C][/ROW]
[ROW][C]33[/C][C]1425.83[/C][C]1426.12295061891[/C][C]-2.5008866669343[/C][C]-0.292950618908548[/C][C]-0.379791033136096[/C][/ROW]
[ROW][C]34[/C][C]1363.45[/C][C]1363.02769140801[/C][C]-13.4303289065522[/C][C]0.422308591990775[/C][C]-0.508169396667705[/C][/ROW]
[ROW][C]35[/C][C]1389.18[/C][C]1388.22199817675[/C][C]-6.46342491778827[/C][C]0.958001823254097[/C][C]0.323938985198185[/C][/ROW]
[ROW][C]36[/C][C]1395.89[/C][C]1395.50830191947[/C][C]-3.98364031787345[/C][C]0.381698080530455[/C][C]0.11529665104282[/C][/ROW]
[ROW][C]37[/C][C]1368.43[/C][C]1376.3503265385[/C][C]-6.69736843892517[/C][C]-7.92032653850451[/C][C]-0.134382542888754[/C][/ROW]
[ROW][C]38[/C][C]1349.03[/C][C]1348.44618788918[/C][C]-10.4684355598677[/C][C]0.583812110824352[/C][C]-0.166145788621263[/C][/ROW]
[ROW][C]39[/C][C]1299.88[/C][C]1299.69840276743[/C][C]-17.370533497821[/C][C]0.181597232573979[/C][C]-0.321007267993408[/C][/ROW]
[ROW][C]40[/C][C]1365.41[/C][C]1364.48557673431[/C][C]-2.55190973324518[/C][C]0.924423265690136[/C][C]0.688578428822452[/C][/ROW]
[ROW][C]41[/C][C]1451.04[/C][C]1449.29903358013[/C][C]13.2037356214289[/C][C]1.74096641986919[/C][C]0.732355079498275[/C][/ROW]
[ROW][C]42[/C][C]1433.75[/C][C]1434.44051537058[/C][C]8.14322987748851[/C][C]-0.690515370575167[/C][C]-0.235250753678173[/C][/ROW]
[ROW][C]43[/C][C]1464.65[/C][C]1464.1394843047[/C][C]12.0302818334206[/C][C]0.510515695304445[/C][C]0.180712827828075[/C][/ROW]
[ROW][C]44[/C][C]1475.57[/C][C]1474.44197419568[/C][C]11.7187218633093[/C][C]1.12802580431957[/C][C]-0.0144854367966041[/C][/ROW]
[ROW][C]45[/C][C]1471.16[/C][C]1471.13174209808[/C][C]9.00868084933533[/C][C]0.0282579019160982[/C][C]-0.126002770798525[/C][/ROW]
[ROW][C]46[/C][C]1429.12[/C][C]1429.46184728594[/C][C]-0.129744196861848[/C][C]-0.341847285937465[/C][C]-0.424898948507555[/C][/ROW]
[ROW][C]47[/C][C]1452.46[/C][C]1451.40449882677[/C][C]3.85048413632969[/C][C]1.05550117323232[/C][C]0.185070081559528[/C][/ROW]
[ROW][C]48[/C][C]1538.09[/C][C]1537.03757001326[/C][C]18.5952458043855[/C][C]1.05242998673702[/C][C]0.685546954275455[/C][/ROW]
[ROW][C]49[/C][C]1631.59[/C][C]1629.11637517929[/C][C]31.765653051279[/C][C]2.47362482071304[/C][C]0.641560336870362[/C][/ROW]
[ROW][C]50[/C][C]1665.5[/C][C]1664.89352806499[/C][C]32.4811037828426[/C][C]0.60647193500999[/C][C]0.0319307947821716[/C][/ROW]
[ROW][C]51[/C][C]1690.6[/C][C]1691.74753150248[/C][C]31.4669032826609[/C][C]-1.14753150248163[/C][C]-0.0471810353987146[/C][/ROW]
[ROW][C]52[/C][C]1711.74[/C][C]1712.4893982488[/C][C]29.5330254794359[/C][C]-0.749398248798239[/C][C]-0.0898681923335056[/C][/ROW]
[ROW][C]53[/C][C]1734.1[/C][C]1732.70713658856[/C][C]27.853564779581[/C][C]1.3928634114442[/C][C]-0.0780690349588442[/C][/ROW]
[ROW][C]54[/C][C]1748.09[/C][C]1749.70750238195[/C][C]25.8969300263111[/C][C]-1.61750238195294[/C][C]-0.0909629391300372[/C][/ROW]
[ROW][C]55[/C][C]1703.45[/C][C]1704.3423905158[/C][C]13.0500158685358[/C][C]-0.892390515799822[/C][C]-0.5972817833286[/C][/ROW]
[ROW][C]56[/C][C]1745.74[/C][C]1744.70844428164[/C][C]17.9744045092084[/C][C]1.03155571835869[/C][C]0.228955016448735[/C][/ROW]
[ROW][C]57[/C][C]1751.01[/C][C]1751.23728028021[/C][C]15.9110711496109[/C][C]-0.227280280212382[/C][C]-0.0959354050394273[/C][/ROW]
[ROW][C]58[/C][C]1795.65[/C][C]1796.19829197798[/C][C]21.1480120160109[/C][C]-0.548291977982511[/C][C]0.24349831571716[/C][/ROW]
[ROW][C]59[/C][C]1852.13[/C][C]1851.9885053528[/C][C]27.3932816045501[/C][C]0.141494647196586[/C][C]0.290391432345093[/C][/ROW]
[ROW][C]60[/C][C]1877.1[/C][C]1877.33744281146[/C][C]27.0248183090284[/C][C]-0.23744281146018[/C][C]-0.0171315281979528[/C][/ROW]
[ROW][C]61[/C][C]1989.31[/C][C]1981.07529089499[/C][C]40.7905317367465[/C][C]8.23470910500914[/C][C]0.663830886794645[/C][/ROW]
[ROW][C]62[/C][C]2097.76[/C][C]2096.56531663624[/C][C]54.1388414131527[/C][C]1.19468336375576[/C][C]0.600677968495242[/C][/ROW]
[ROW][C]63[/C][C]2154.87[/C][C]2156.14128694908[/C][C]55.118447696527[/C][C]-1.27128694907501[/C][C]0.0455796706810828[/C][/ROW]
[ROW][C]64[/C][C]2152.18[/C][C]2153.64644741217[/C][C]44.7327503770197[/C][C]-1.46644741217428[/C][C]-0.482652049186225[/C][/ROW]
[ROW][C]65[/C][C]2250.27[/C][C]2248.1681315129[/C][C]53.706911886465[/C][C]2.10186848709532[/C][C]0.417173494868627[/C][/ROW]
[ROW][C]66[/C][C]2346.9[/C][C]2347.19050736213[/C][C]61.8743940601742[/C][C]-0.290507362131598[/C][C]0.379712113737741[/C][/ROW]
[ROW][C]67[/C][C]2525.56[/C][C]2525.53059300402[/C][C]82.8652433354494[/C][C]0.0294069959809778[/C][C]0.975929061295112[/C][/ROW]
[ROW][C]68[/C][C]2409.36[/C][C]2411.06398596306[/C][C]47.3001385787212[/C][C]-1.70398596306181[/C][C]-1.6535872647289[/C][/ROW]
[ROW][C]69[/C][C]2394.36[/C][C]2394.90343745725[/C][C]35.8626822876683[/C][C]-0.543437457252318[/C][C]-0.531792774711333[/C][/ROW]
[ROW][C]70[/C][C]2401.33[/C][C]2402.36178305079[/C][C]30.7433842534371[/C][C]-1.0317830507854[/C][C]-0.238029968527487[/C][/ROW]
[ROW][C]71[/C][C]2354.32[/C][C]2354.7183527889[/C][C]16.6153138967317[/C][C]-0.398352788899589[/C][C]-0.656929069938857[/C][/ROW]
[ROW][C]72[/C][C]2450.41[/C][C]2450.05308378206[/C][C]30.7991821445006[/C][C]0.356916217936369[/C][C]0.659483805203036[/C][/ROW]
[ROW][C]73[/C][C]2504.67[/C][C]2501.11918288672[/C][C]34.4386614584778[/C][C]3.55081711328471[/C][C]0.174305586379265[/C][/ROW]
[ROW][C]74[/C][C]2661.39[/C][C]2658.83569491329[/C][C]56.4968836353244[/C][C]2.5543050867117[/C][C]0.998378360396581[/C][/ROW]
[ROW][C]75[/C][C]2880.4[/C][C]2878.05305078689[/C][C]85.8047426536794[/C][C]2.34694921311347[/C][C]1.36381252919092[/C][/ROW]
[ROW][C]76[/C][C]3064.42[/C][C]3064.94889379436[/C][C]104.023538632103[/C][C]-0.528893794356929[/C][C]0.846711069457916[/C][/ROW]
[ROW][C]77[/C][C]3141.12[/C][C]3139.47781431905[/C][C]98.708556102648[/C][C]1.64218568094895[/C][C]-0.247077201805063[/C][/ROW]
[ROW][C]78[/C][C]3327.7[/C][C]3328.44750974779[/C][C]114.973100187232[/C][C]-0.747509747789815[/C][C]0.756163988155837[/C][/ROW]
[ROW][C]79[/C][C]3564.95[/C][C]3560.59395147226[/C][C]136.086651488177[/C][C]4.35604852773853[/C][C]0.981646091074355[/C][/ROW]
[ROW][C]80[/C][C]3403.13[/C][C]3408.19102196512[/C][C]84.1040405426251[/C][C]-5.06102196512444[/C][C]-2.41693340275417[/C][/ROW]
[ROW][C]81[/C][C]3149.9[/C][C]3153.48803567339[/C][C]23.0550617288122[/C][C]-3.58803567339436[/C][C]-2.83853207496619[/C][/ROW]
[ROW][C]82[/C][C]3006.84[/C][C]3006.79065830472[/C][C]-7.53243261733104[/C][C]0.0493416952756723[/C][C]-1.42222230681311[/C][/ROW]
[ROW][C]83[/C][C]3230.66[/C][C]3227.17554280331[/C][C]33.537034154956[/C][C]3.48445719669102[/C][C]1.9096623271131[/C][/ROW]
[ROW][C]84[/C][C]3361.13[/C][C]3359.7696297972[/C][C]51.3805820300911[/C][C]1.36037020280042[/C][C]0.829666230516801[/C][/ROW]
[ROW][C]85[/C][C]3484.74[/C][C]3485.31298623078[/C][C]64.7050386483001[/C][C]-0.57298623078179[/C][C]0.634957786916018[/C][/ROW]
[ROW][C]86[/C][C]3411.13[/C][C]3413.03366104122[/C][C]40.1707313081808[/C][C]-1.90366104122291[/C][C]-1.1152169354422[/C][/ROW]
[ROW][C]87[/C][C]3288.18[/C][C]3290.83436411312[/C][C]10.934381181242[/C][C]-2.65436411311825[/C][C]-1.36058333214752[/C][/ROW]
[ROW][C]88[/C][C]3280.37[/C][C]3280.64917603758[/C][C]7.12902304613844[/C][C]-0.279176037582902[/C][C]-0.176858823995376[/C][/ROW]
[ROW][C]89[/C][C]3173.95[/C][C]3175.96346688036[/C][C]-13.0159250316494[/C][C]-2.01346688035851[/C][C]-0.936486090017072[/C][/ROW]
[ROW][C]90[/C][C]3165.26[/C][C]3169.80869052113[/C][C]-11.7798447815451[/C][C]-4.54869052113189[/C][C]0.0574680192789654[/C][/ROW]
[ROW][C]91[/C][C]3092.71[/C][C]3087.81738383896[/C][C]-24.4286664445126[/C][C]4.89261616103978[/C][C]-0.588095245826479[/C][/ROW]
[ROW][C]92[/C][C]3053.05[/C][C]3054.55930625475[/C][C]-26.0192983544262[/C][C]-1.5093062547513[/C][C]-0.0739569270139401[/C][/ROW]
[ROW][C]93[/C][C]3181.96[/C][C]3180.46831095159[/C][C]1.35070828129048[/C][C]1.49168904841455[/C][C]1.27260053267724[/C][/ROW]
[ROW][C]94[/C][C]2999.93[/C][C]3007.40671790855[/C][C]-30.0700075478124[/C][C]-7.47671790855481[/C][C]-1.46097132092014[/C][/ROW]
[ROW][C]95[/C][C]3249.57[/C][C]3243.6864991592[/C][C]17.9148291111923[/C][C]5.8835008407979[/C][C]2.2312199461023[/C][/ROW]
[ROW][C]96[/C][C]3210.52[/C][C]3213.01296512205[/C][C]9.16455113248873[/C][C]-2.4929651220508[/C][C]-0.406875522486597[/C][/ROW]
[ROW][C]97[/C][C]3030.29[/C][C]3033.03911240367[/C][C]-24.8283462765243[/C][C]-2.74911240367261[/C][C]-1.61370155766344[/C][/ROW]
[ROW][C]98[/C][C]2803.47[/C][C]2805.19345884978[/C][C]-61.2155352636921[/C][C]-1.72345884977549[/C][C]-1.65947768627982[/C][/ROW]
[ROW][C]99[/C][C]2767.63[/C][C]2769.10559525306[/C][C]-56.6921968357855[/C][C]-1.47559525305588[/C][C]0.210511971791199[/C][/ROW]
[ROW][C]100[/C][C]2882.6[/C][C]2878.27585550141[/C][C]-26.8128258710036[/C][C]4.32414449859232[/C][C]1.38873165909203[/C][/ROW]
[ROW][C]101[/C][C]2863.36[/C][C]2866.4567624217[/C][C]-24.1120137429732[/C][C]-3.09676242169702[/C][C]0.125554287615793[/C][/ROW]
[ROW][C]102[/C][C]2897.06[/C][C]2899.65402880206[/C][C]-13.7893308745001[/C][C]-2.59402880205749[/C][C]0.479927863314409[/C][/ROW]
[ROW][C]103[/C][C]3012.61[/C][C]3005.27252144662[/C][C]7.71833281573228[/C][C]7.33747855337822[/C][C]0.999985755697336[/C][/ROW]
[ROW][C]104[/C][C]3142.95[/C][C]3146.09972654712[/C][C]31.6936113847363[/C][C]-3.14972654712502[/C][C]1.11474300122131[/C][/ROW]
[ROW][C]105[/C][C]3032.93[/C][C]3030.50060681391[/C][C]5.16365968880569[/C][C]2.42939318608865[/C][C]-1.23354522862413[/C][/ROW]
[ROW][C]106[/C][C]3045.78[/C][C]3057.24509233402[/C][C]9.05076961317187[/C][C]-11.4650923340242[/C][C]0.18073999212583[/C][/ROW]
[ROW][C]107[/C][C]3110.52[/C][C]3104.44733460016[/C][C]15.9227317476903[/C][C]6.07266539984356[/C][C]0.319535413211359[/C][/ROW]
[ROW][C]108[/C][C]3013.24[/C][C]3015.36841979454[/C][C]-2.98285513662926[/C][C]-2.12841979453713[/C][C]-0.879126520646335[/C][/ROW]
[ROW][C]109[/C][C]2987.1[/C][C]2979.56400155235[/C][C]-8.88308809592091[/C][C]7.53599844764479[/C][C]-0.279251612104289[/C][/ROW]
[ROW][C]110[/C][C]2995.55[/C][C]2996.2656649044[/C][C]-4.29494409922182[/C][C]-0.715664904399042[/C][C]0.209799122193846[/C][/ROW]
[ROW][C]111[/C][C]2833.18[/C][C]2840.24453576262[/C][C]-31.6016891130017[/C][C]-7.06453576261933[/C][C]-1.27083977008897[/C][/ROW]
[ROW][C]112[/C][C]2848.96[/C][C]2843.04127565783[/C][C]-25.4060918187269[/C][C]5.91872434217031[/C][C]0.287969498223617[/C][/ROW]
[ROW][C]113[/C][C]2794.83[/C][C]2798.46846949117[/C][C]-28.8579937481597[/C][C]-3.63846949116812[/C][C]-0.160470836256763[/C][/ROW]
[ROW][C]114[/C][C]2845.26[/C][C]2847.81015843288[/C][C]-14.7748740181004[/C][C]-2.55015843288461[/C][C]0.654764094732822[/C][/ROW]
[ROW][C]115[/C][C]2915.02[/C][C]2909.63578392457[/C][C]-0.979967779347608[/C][C]5.38421607543358[/C][C]0.641389180205974[/C][/ROW]
[ROW][C]116[/C][C]2892.63[/C][C]2893.49155652164[/C][C]-3.71086153420647[/C][C]-0.861556521639588[/C][C]-0.12697475621762[/C][/ROW]
[ROW][C]117[/C][C]2604.42[/C][C]2607.22952357466[/C][C]-54.5946486352199[/C][C]-2.80952357466442[/C][C]-2.36591555105076[/C][/ROW]
[ROW][C]118[/C][C]2641.65[/C][C]2651.08965176595[/C][C]-36.8640438101232[/C][C]-9.43965176595246[/C][C]0.824427833803069[/C][/ROW]
[ROW][C]119[/C][C]2659.81[/C][C]2651.36790663602[/C][C]-30.1750085487061[/C][C]8.44209336397562[/C][C]0.311028879004144[/C][/ROW]
[ROW][C]120[/C][C]2638.53[/C][C]2639.98883117728[/C][C]-26.7914577005245[/C][C]-1.45883117727729[/C][C]0.157347006236803[/C][/ROW]
[ROW][C]121[/C][C]2720.25[/C][C]2709.64184858545[/C][C]-9.45105441771798[/C][C]10.608151414555[/C][C]0.818708343590295[/C][/ROW]
[ROW][C]122[/C][C]2745.88[/C][C]2743.06584615618[/C][C]-1.75888055372261[/C][C]2.81415384382169[/C][C]0.352489660948072[/C][/ROW]
[ROW][C]123[/C][C]2735.7[/C][C]2743.8655487362[/C][C]-1.29849318901769[/C][C]-8.16554873619784[/C][C]0.0214258207445044[/C][/ROW]
[ROW][C]124[/C][C]2811.7[/C][C]2803.9559267659[/C][C]9.75661481246898[/C][C]7.74407323410074[/C][C]0.513858636682326[/C][/ROW]
[ROW][C]125[/C][C]2799.43[/C][C]2804.80490355842[/C][C]8.15260362183374[/C][C]-5.37490355841746[/C][C]-0.074566652235284[/C][/ROW]
[ROW][C]126[/C][C]2555.28[/C][C]2564.58931692041[/C][C]-36.569668370598[/C][C]-9.30931692041016[/C][C]-2.07927301198583[/C][/ROW]
[ROW][C]127[/C][C]2304.98[/C][C]2303.95695866784[/C][C]-76.9147901923614[/C][C]1.02304133216197[/C][C]-1.87583962086389[/C][/ROW]
[ROW][C]128[/C][C]2214.95[/C][C]2209.02670395384[/C][C]-80.1586612902665[/C][C]5.92329604615859[/C][C]-0.150826399884389[/C][/ROW]
[ROW][C]129[/C][C]2065.81[/C][C]2071.25424244025[/C][C]-90.5325987763534[/C][C]-5.44424244025326[/C][C]-0.482352458679313[/C][/ROW]
[ROW][C]130[/C][C]1940.49[/C][C]1950.86970384228[/C][C]-95.9078013495825[/C][C]-10.3797038422832[/C][C]-0.249934058037942[/C][/ROW]
[ROW][C]131[/C][C]2042[/C][C]2029.96902156527[/C][C]-64.3953190420168[/C][C]12.0309784347274[/C][C]1.46527137924756[/C][/ROW]
[ROW][C]132[/C][C]1995.37[/C][C]1998.60556977441[/C][C]-58.4501203906644[/C][C]-3.23556977440887[/C][C]0.276489578599185[/C][/ROW]
[ROW][C]133[/C][C]1946.81[/C][C]1938.62260740933[/C][C]-58.7257529311591[/C][C]8.18739259066903[/C][C]-0.0129876822677015[/C][/ROW]
[ROW][C]134[/C][C]1765.9[/C][C]1764.8281940757[/C][C]-79.3772622620962[/C][C]1.07180592430355[/C][C]-0.948024500271205[/C][/ROW]
[ROW][C]135[/C][C]1635.25[/C][C]1645.70424622657[/C][C]-86.5279866989382[/C][C]-10.4542462265658[/C][C]-0.332774217419835[/C][/ROW]
[ROW][C]136[/C][C]1833.42[/C][C]1821.98813223473[/C][C]-39.2069906830917[/C][C]11.4318677652667[/C][C]2.19964596522415[/C][/ROW]
[ROW][C]137[/C][C]1910.43[/C][C]1911.03255040344[/C][C]-16.1157056349435[/C][C]-0.602550403440448[/C][C]1.07345651255129[/C][/ROW]
[ROW][C]138[/C][C]1959.67[/C][C]1964.51660869756[/C][C]-3.584967070445[/C][C]-4.84660869755986[/C][C]0.582593006601698[/C][/ROW]
[ROW][C]139[/C][C]1969.6[/C][C]1969.29699469473[/C][C]-2.0788906307181[/C][C]0.303005305267096[/C][C]0.0700249962328003[/C][/ROW]
[ROW][C]140[/C][C]2061.41[/C][C]2053.10229145738[/C][C]13.3833618420515[/C][C]8.30770854262086[/C][C]0.718931519686899[/C][/ROW]
[ROW][C]141[/C][C]2093.48[/C][C]2097.57018712154[/C][C]18.979690014852[/C][C]-4.09018712153727[/C][C]0.260210623146744[/C][/ROW]
[ROW][C]142[/C][C]2120.88[/C][C]2134.988915752[/C][C]22.2994207607236[/C][C]-14.1089157519963[/C][C]0.154360017972316[/C][/ROW]
[ROW][C]143[/C][C]2174.56[/C][C]2163.89854914476[/C][C]23.4895136504497[/C][C]10.6614508552427[/C][C]0.0553367835763696[/C][/ROW]
[ROW][C]144[/C][C]2196.72[/C][C]2200.08439902762[/C][C]25.7742969000576[/C][C]-3.36439902761862[/C][C]0.106263746481928[/C][/ROW]
[ROW][C]145[/C][C]2350.44[/C][C]2331.9666415698[/C][C]44.8560120782486[/C][C]18.4733584301968[/C][C]0.897622625352897[/C][/ROW]
[ROW][C]146[/C][C]2440.25[/C][C]2435.88617594556[/C][C]55.4591739400807[/C][C]4.36382405444329[/C][C]0.487472048099829[/C][/ROW]
[ROW][C]147[/C][C]2408.64[/C][C]2425.86188635039[/C][C]43.6799758129961[/C][C]-17.2218863503911[/C][C]-0.548144707752667[/C][/ROW]
[ROW][C]148[/C][C]2472.81[/C][C]2463.78827953541[/C][C]42.6441449071212[/C][C]9.02172046459002[/C][C]-0.0481511512816665[/C][/ROW]
[ROW][C]149[/C][C]2407.6[/C][C]2411.51947608322[/C][C]25.5574202357334[/C][C]-3.91947608321932[/C][C]-0.794317457142216[/C][/ROW]
[ROW][C]150[/C][C]2454.62[/C][C]2458.38855085898[/C][C]29.3939039151621[/C][C]-3.76855085898223[/C][C]0.178370203608194[/C][/ROW]
[ROW][C]151[/C][C]2448.05[/C][C]2450.27966098592[/C][C]22.6428153082281[/C][C]-2.22966098592026[/C][C]-0.313892526951467[/C][/ROW]
[ROW][C]152[/C][C]2497.84[/C][C]2489.72181138849[/C][C]25.666936915535[/C][C]8.11818861151026[/C][C]0.140609563822119[/C][/ROW]
[ROW][C]153[/C][C]2645.64[/C][C]2647.51270128485[/C][C]49.4511228791324[/C][C]-1.87270128484816[/C][C]1.10588781724732[/C][/ROW]
[ROW][C]154[/C][C]2756.76[/C][C]2770.04900355763[/C][C]62.6076801058195[/C][C]-13.2890035576319[/C][C]0.611752011121603[/C][/ROW]
[ROW][C]155[/C][C]2849.27[/C][C]2838.73941608347[/C][C]63.702665697739[/C][C]10.5305839165349[/C][C]0.05091416206769[/C][/ROW]
[ROW][C]156[/C][C]2921.44[/C][C]2926.38131815357[/C][C]68.0100967506847[/C][C]-4.94131815357228[/C][C]0.20034864627798[/C][/ROW]
[ROW][C]157[/C][C]2981.85[/C][C]2966.9710051026[/C][C]63.0787113118175[/C][C]14.8789948974018[/C][C]-0.231650837308685[/C][/ROW]
[ROW][C]158[/C][C]3080.58[/C][C]3074.0554920718[/C][C]70.9804856618454[/C][C]6.52450792820062[/C][C]0.363736985502257[/C][/ROW]
[ROW][C]159[/C][C]3106.22[/C][C]3124.239854149[/C][C]67.2401542155892[/C][C]-18.019854148999[/C][C]-0.174046556023897[/C][/ROW]
[ROW][C]160[/C][C]3119.31[/C][C]3109.68854129423[/C][C]52.5168423545152[/C][C]9.62145870577486[/C][C]-0.684451375452457[/C][/ROW]
[ROW][C]161[/C][C]3061.26[/C][C]3067.29237177613[/C][C]35.4319581257658[/C][C]-6.03237177613076[/C][C]-0.794230066865677[/C][/ROW]
[ROW][C]162[/C][C]3097.31[/C][C]3099.3416016009[/C][C]34.8230719054665[/C][C]-2.0316016008953[/C][C]-0.028309029942338[/C][/ROW]
[ROW][C]163[/C][C]3161.69[/C][C]3162.5700592583[/C][C]39.9359309581796[/C][C]-0.88005925830064[/C][C]0.237723334056955[/C][/ROW]
[ROW][C]164[/C][C]3257.16[/C][C]3250.47916376293[/C][C]48.5708587542905[/C][C]6.6808362370719[/C][C]0.401490309602558[/C][/ROW]
[ROW][C]165[/C][C]3277.01[/C][C]3280.90373169617[/C][C]45.3046192278698[/C][C]-3.89373169617218[/C][C]-0.151869903669355[/C][/ROW]
[ROW][C]166[/C][C]3295.32[/C][C]3308.82670135789[/C][C]42.175964604073[/C][C]-13.5067013578926[/C][C]-0.145476141022123[/C][/ROW]
[ROW][C]167[/C][C]3363.99[/C][C]3353.72530269944[/C][C]42.6660240847261[/C][C]10.2646973005578[/C][C]0.02278640713132[/C][/ROW]
[ROW][C]168[/C][C]3494.17[/C][C]3496.26505247591[/C][C]60.6343670164281[/C][C]-2.09505247591001[/C][C]0.835802314899443[/C][/ROW]
[ROW][C]169[/C][C]3667.03[/C][C]3650.8122428352[/C][C]77.5246647309105[/C][C]16.2177571647995[/C][C]0.79246789966204[/C][/ROW]
[ROW][C]170[/C][C]3813.06[/C][C]3805.49216869361[/C][C]91.3814271522434[/C][C]7.56783130638792[/C][C]0.638548794285193[/C][/ROW]
[ROW][C]171[/C][C]3917.96[/C][C]3934.33085951348[/C][C]98.1176279181224[/C][C]-16.3708595134836[/C][C]0.313432174022635[/C][/ROW]
[ROW][C]172[/C][C]3895.51[/C][C]3887.17838682302[/C][C]71.9704071923315[/C][C]8.33161317697714[/C][C]-1.21557559649625[/C][/ROW]
[ROW][C]173[/C][C]3801.06[/C][C]3809.48164368546[/C][C]45.0320845919712[/C][C]-8.42164368546511[/C][C]-1.25228755591981[/C][/ROW]
[ROW][C]174[/C][C]3570.12[/C][C]3577.7531984466[/C][C]-4.77956458942819[/C][C]-7.63319844659587[/C][C]-2.31589723615852[/C][/ROW]
[ROW][C]175[/C][C]3701.61[/C][C]3699.50470398841[/C][C]17.9933228997962[/C][C]2.10529601158799[/C][C]1.05883110387891[/C][/ROW]
[ROW][C]176[/C][C]3862.27[/C][C]3852.48831310723[/C][C]42.2885371813524[/C][C]9.78168689276565[/C][C]1.12963403768392[/C][/ROW]
[ROW][C]177[/C][C]3970.1[/C][C]3972.44884120802[/C][C]56.2677556665804[/C][C]-2.34884120802197[/C][C]0.649991183034072[/C][/ROW]
[ROW][C]178[/C][C]4138.52[/C][C]4149.30690695509[/C][C]77.9716376157892[/C][C]-10.7869069550902[/C][C]1.00918867682811[/C][/ROW]
[ROW][C]179[/C][C]4199.75[/C][C]4192.49734620658[/C][C]71.7118783684663[/C][C]7.25265379341936[/C][C]-0.291059269188043[/C][/ROW]
[ROW][C]180[/C][C]4290.89[/C][C]4294.09022362939[/C][C]77.0872328571182[/C][C]-3.20022362938923[/C][C]0.250051247725968[/C][/ROW]
[ROW][C]181[/C][C]4443.91[/C][C]4429.24203427681[/C][C]87.5304662318422[/C][C]14.6679657231942[/C][C]0.48947767050904[/C][/ROW]
[ROW][C]182[/C][C]4502.64[/C][C]4497.6371277945[/C][C]84.093301090218[/C][C]5.00287220550073[/C][C]-0.158539513430808[/C][/ROW]
[ROW][C]183[/C][C]4356.98[/C][C]4376.15687378744[/C][C]47.1271496032999[/C][C]-19.1768737874378[/C][C]-1.71990511079141[/C][/ROW]
[ROW][C]184[/C][C]4591.27[/C][C]4576.70474191609[/C][C]74.7386068222576[/C][C]14.5652580839155[/C][C]1.28370400007843[/C][/ROW]
[ROW][C]185[/C][C]4696.96[/C][C]4697.71667531447[/C][C]83.0665315205833[/C][C]-0.756675314473162[/C][C]0.387141644214751[/C][/ROW]
[ROW][C]186[/C][C]4621.4[/C][C]4635.04728988379[/C][C]56.839121664864[/C][C]-13.6472898837861[/C][C]-1.2193910541336[/C][/ROW]
[ROW][C]187[/C][C]4562.84[/C][C]4565.84689996791[/C][C]34.1566864407595[/C][C]-3.0068999679108[/C][C]-1.05462648400838[/C][/ROW]
[ROW][C]188[/C][C]4202.52[/C][C]4202.37773156213[/C][C]-37.4007956793566[/C][C]0.142268437875095[/C][C]-3.32715257221106[/C][/ROW]
[ROW][C]189[/C][C]4296.49[/C][C]4297.18866286674[/C][C]-13.6076977108558[/C][C]-0.69866286673811[/C][C]1.10630896691821[/C][/ROW]
[ROW][C]190[/C][C]4435.23[/C][C]4441.74297180753[/C][C]14.8558897048182[/C][C]-6.51297180753196[/C][C]1.32350374807173[/C][/ROW]
[ROW][C]191[/C][C]4105.18[/C][C]4107.28885687674[/C][C]-48.0052424344071[/C][C]-2.10885687674334[/C][C]-2.92282483374307[/C][/ROW]
[ROW][C]192[/C][C]4116.68[/C][C]4118.78077451841[/C][C]-37.3031380654372[/C][C]-2.10077451841243[/C][C]0.497869963878081[/C][/ROW]
[ROW][C]193[/C][C]3844.49[/C][C]3836.62629463625[/C][C]-81.341674548636[/C][C]7.86370536374719[/C][C]-2.06226967093811[/C][/ROW]
[ROW][C]194[/C][C]3720.98[/C][C]3710.40884277099[/C][C]-89.4034628113522[/C][C]10.5711572290073[/C][C]-0.372151460557887[/C][/ROW]
[ROW][C]195[/C][C]3674.4[/C][C]3694.69417301722[/C][C]-76.153875315135[/C][C]-20.2941730172165[/C][C]0.61641569717431[/C][/ROW]
[ROW][C]196[/C][C]3857.62[/C][C]3840.0065528947[/C][C]-36.299807630153[/C][C]17.6134471052992[/C][C]1.85296348674199[/C][/ROW]
[ROW][C]197[/C][C]3801.06[/C][C]3800.49258842396[/C][C]-36.8782216770087[/C][C]0.56741157604068[/C][C]-0.0268888327304833[/C][/ROW]
[ROW][C]198[/C][C]3504.37[/C][C]3522.18955088293[/C][C]-80.3228931296224[/C][C]-17.8195508829273[/C][C]-2.01986872761746[/C][/ROW]
[ROW][C]199[/C][C]3032.6[/C][C]3033.21991783891[/C][C]-153.858348529203[/C][C]-0.619917838911121[/C][C]-3.41905444767713[/C][/ROW]
[ROW][C]200[/C][C]3047.03[/C][C]3043.72190959366[/C][C]-124.282076961602[/C][C]3.30809040633608[/C][C]1.37518676483354[/C][/ROW]
[ROW][C]201[/C][C]2962.34[/C][C]2967.0541616924[/C][C]-115.713968080388[/C][C]-4.71416169240207[/C][C]0.398392598091733[/C][/ROW]
[ROW][C]202[/C][C]2197.82[/C][C]2210.73528776116[/C][C]-230.991257752039[/C][C]-12.9152877611642[/C][C]-5.36018361691756[/C][/ROW]
[ROW][C]203[/C][C]2014.45[/C][C]2015.61988560857[/C][C]-224.535679218376[/C][C]-1.169885608567[/C][C]0.300159931233681[/C][/ROW]
[ROW][C]204[/C][C]1862.83[/C][C]1857.18680743137[/C][C]-212.646346653062[/C][C]5.64319256862779[/C][C]0.55312995120678[/C][/ROW]
[ROW][C]205[/C][C]1905.41[/C][C]1887.58658877043[/C][C]-168.932175627992[/C][C]17.8234112295691[/C][C]2.04550486622999[/C][/ROW]
[ROW][C]206[/C][C]1810.99[/C][C]1800.17584201075[/C][C]-154.285539299583[/C][C]10.8141579892452[/C][C]0.67660093883954[/C][/ROW]
[ROW][C]207[/C][C]1670.07[/C][C]1696.1444218972[/C][C]-145.250258640175[/C][C]-26.0744218971998[/C][C]0.420323967048481[/C][/ROW]
[ROW][C]208[/C][C]1864.44[/C][C]1842.64780923153[/C][C]-92.7520483223113[/C][C]21.7921907684735[/C][C]2.44093736938866[/C][/ROW]
[ROW][C]209[/C][C]2052.02[/C][C]2042.05529170749[/C][C]-40.1792930791723[/C][C]9.96470829251276[/C][C]2.44396146063652[/C][/ROW]
[ROW][C]210[/C][C]2029.6[/C][C]2037.92367774298[/C][C]-33.6929335889708[/C][C]-8.32367774297844[/C][C]0.30156887852946[/C][/ROW]
[ROW][C]211[/C][C]2070.83[/C][C]2075.8438605808[/C][C]-20.8071637922571[/C][C]-5.0138605807959[/C][C]0.599128104126242[/C][/ROW]
[ROW][C]212[/C][C]2293.41[/C][C]2289.67177554611[/C][C]21.4118969589776[/C][C]3.73822445389071[/C][C]1.96303204033554[/C][/ROW]
[ROW][C]213[/C][C]2443.27[/C][C]2430.75424681524[/C][C]42.94488192432[/C][C]12.5157531847585[/C][C]1.00122419841374[/C][/ROW]
[ROW][C]214[/C][C]2513.17[/C][C]2526.09237185856[/C][C]52.3724116843384[/C][C]-12.9223718585578[/C][C]0.438363081444162[/C][/ROW]
[ROW][C]215[/C][C]2466.92[/C][C]2471.50822298629[/C][C]33.1279705462674[/C][C]-4.58822298629274[/C][C]-0.894787876192797[/C][/ROW]
[ROW][C]216[/C][C]2502.66[/C][C]2501.77906335482[/C][C]32.6141170302079[/C][C]0.88093664518393[/C][C]-0.0239072653590417[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=106348&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=106348&T=1

As an alternative you can also use a QR Code:

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

Structural Time Series Model
t	Observed	Level	Slope	Seasonal	Stand. Residuals
1	1145.11	1145.11	0	0	0
2	1176.86	1175.21672254773	2.03266479071087	1.64327745227445	0.166505619947884
3	1206.41	1204.6606222299	4.04676878638545	1.74937777009754	0.24520093712861
4	1192.72	1191.12996063548	2.2596099001382	1.59003936451621	-0.154754337672314
5	1214.82	1213.069042712	4.69952124507645	1.75095728799897	0.171059531019326
6	1199.07	1197.47450044987	1.84314913086841	1.59549955012793	-0.174662094746426
7	1157.47	1155.94625006478	-4.79026170619929	1.52374993522378	-0.370534233892112
8	1100.1	1098.62856688102	-13.2785995756168	1.47143311898161	-0.44636603246876
9	1095.63	1093.99744647367	-11.8290088666891	1.6325535263345	0.0732062679800155
10	1105.63	1103.99889985791	-8.07884036369782	1.63110014209051	0.184318475343271
11	1137.79	1136.10392892453	-1.06185405199664	1.68607107546668	0.338654852522545
12	1124.72	1123.17737825362	-3.156520651675	1.54262174637882	-0.0998640550950866
13	1152.6	1155.19299177457	2.73665382607353	-2.5929917745709	0.34656442784202
14	1211.85	1210.3836355819	11.9398757822863	1.46636441809621	0.373304931411085
15	1239.62	1238.05261460198	14.7587558919667	1.56738539802114	0.132035253992954
16	1244.13	1242.90732521636	12.9797919100487	1.22267478363779	-0.0830914198701297
17	1198.42	1197.15614323014	2.41553762883426	1.2638567698568	-0.492731810528888
18	1227.99	1226.33605545432	7.23447724224396	1.6539445456843	0.224535046223715
19	1304.92	1303.15198052886	19.7709581311562	1.76801947113916	0.583731202060873
20	1340.26	1338.95928438091	22.6615321669144	1.30071561909295	0.134531208654628
21	1307.32	1306.13181592413	12.6564605935104	1.18818407586787	-0.46550674011867
22	1356.51	1354.89677276652	19.1684744228357	1.61322723347549	0.302922609546934
23	1383.29	1381.72679392177	20.5504212631172	1.563206078232	0.064276145376103
24	1437.87	1436.44597829771	26.7137439336716	1.42402170228504	0.286630202620345
25	1494.56	1502.2302173585	33.6604037645367	-7.6702173584959	0.35555899661773
26	1521.42	1521.03216819749	31.0303134134083	0.387831802507787	-0.1131453645006
27	1498.76	1498.54944764303	21.3775339455502	0.210552356967195	-0.44880473564536
28	1488.75	1488.20804265691	15.6548447949983	0.54195734308579	-0.265900199066545
29	1524.62	1524.10106597028	19.3056505364425	0.518934029722855	0.169687681013925
30	1439.27	1439.61588025439	0.583798770784587	-0.345880254391403	-0.870298865988236
31	1423.11	1422.31250591532	-2.64259004366058	0.797494084677819	-0.149993918869345
32	1466.85	1465.74298507909	5.6676772589873	1.10701492090525	0.386364399231908
33	1425.83	1426.12295061891	-2.5008866669343	-0.292950618908548	-0.379791033136096
34	1363.45	1363.02769140801	-13.4303289065522	0.422308591990775	-0.508169396667705
35	1389.18	1388.22199817675	-6.46342491778827	0.958001823254097	0.323938985198185
36	1395.89	1395.50830191947	-3.98364031787345	0.381698080530455	0.11529665104282
37	1368.43	1376.3503265385	-6.69736843892517	-7.92032653850451	-0.134382542888754
38	1349.03	1348.44618788918	-10.4684355598677	0.583812110824352	-0.166145788621263
39	1299.88	1299.69840276743	-17.370533497821	0.181597232573979	-0.321007267993408
40	1365.41	1364.48557673431	-2.55190973324518	0.924423265690136	0.688578428822452
41	1451.04	1449.29903358013	13.2037356214289	1.74096641986919	0.732355079498275
42	1433.75	1434.44051537058	8.14322987748851	-0.690515370575167	-0.235250753678173
43	1464.65	1464.1394843047	12.0302818334206	0.510515695304445	0.180712827828075
44	1475.57	1474.44197419568	11.7187218633093	1.12802580431957	-0.0144854367966041
45	1471.16	1471.13174209808	9.00868084933533	0.0282579019160982	-0.126002770798525
46	1429.12	1429.46184728594	-0.129744196861848	-0.341847285937465	-0.424898948507555
47	1452.46	1451.40449882677	3.85048413632969	1.05550117323232	0.185070081559528
48	1538.09	1537.03757001326	18.5952458043855	1.05242998673702	0.685546954275455
49	1631.59	1629.11637517929	31.765653051279	2.47362482071304	0.641560336870362
50	1665.5	1664.89352806499	32.4811037828426	0.60647193500999	0.0319307947821716
51	1690.6	1691.74753150248	31.4669032826609	-1.14753150248163	-0.0471810353987146
52	1711.74	1712.4893982488	29.5330254794359	-0.749398248798239	-0.0898681923335056
53	1734.1	1732.70713658856	27.853564779581	1.3928634114442	-0.0780690349588442
54	1748.09	1749.70750238195	25.8969300263111	-1.61750238195294	-0.0909629391300372
55	1703.45	1704.3423905158	13.0500158685358	-0.892390515799822	-0.5972817833286
56	1745.74	1744.70844428164	17.9744045092084	1.03155571835869	0.228955016448735
57	1751.01	1751.23728028021	15.9110711496109	-0.227280280212382	-0.0959354050394273
58	1795.65	1796.19829197798	21.1480120160109	-0.548291977982511	0.24349831571716
59	1852.13	1851.9885053528	27.3932816045501	0.141494647196586	0.290391432345093
60	1877.1	1877.33744281146	27.0248183090284	-0.23744281146018	-0.0171315281979528
61	1989.31	1981.07529089499	40.7905317367465	8.23470910500914	0.663830886794645
62	2097.76	2096.56531663624	54.1388414131527	1.19468336375576	0.600677968495242
63	2154.87	2156.14128694908	55.118447696527	-1.27128694907501	0.0455796706810828
64	2152.18	2153.64644741217	44.7327503770197	-1.46644741217428	-0.482652049186225
65	2250.27	2248.1681315129	53.706911886465	2.10186848709532	0.417173494868627
66	2346.9	2347.19050736213	61.8743940601742	-0.290507362131598	0.379712113737741
67	2525.56	2525.53059300402	82.8652433354494	0.0294069959809778	0.975929061295112
68	2409.36	2411.06398596306	47.3001385787212	-1.70398596306181	-1.6535872647289
69	2394.36	2394.90343745725	35.8626822876683	-0.543437457252318	-0.531792774711333
70	2401.33	2402.36178305079	30.7433842534371	-1.0317830507854	-0.238029968527487
71	2354.32	2354.7183527889	16.6153138967317	-0.398352788899589	-0.656929069938857
72	2450.41	2450.05308378206	30.7991821445006	0.356916217936369	0.659483805203036
73	2504.67	2501.11918288672	34.4386614584778	3.55081711328471	0.174305586379265
74	2661.39	2658.83569491329	56.4968836353244	2.5543050867117	0.998378360396581
75	2880.4	2878.05305078689	85.8047426536794	2.34694921311347	1.36381252919092
76	3064.42	3064.94889379436	104.023538632103	-0.528893794356929	0.846711069457916
77	3141.12	3139.47781431905	98.708556102648	1.64218568094895	-0.247077201805063
78	3327.7	3328.44750974779	114.973100187232	-0.747509747789815	0.756163988155837
79	3564.95	3560.59395147226	136.086651488177	4.35604852773853	0.981646091074355
80	3403.13	3408.19102196512	84.1040405426251	-5.06102196512444	-2.41693340275417
81	3149.9	3153.48803567339	23.0550617288122	-3.58803567339436	-2.83853207496619
82	3006.84	3006.79065830472	-7.53243261733104	0.0493416952756723	-1.42222230681311
83	3230.66	3227.17554280331	33.537034154956	3.48445719669102	1.9096623271131
84	3361.13	3359.7696297972	51.3805820300911	1.36037020280042	0.829666230516801
85	3484.74	3485.31298623078	64.7050386483001	-0.57298623078179	0.634957786916018
86	3411.13	3413.03366104122	40.1707313081808	-1.90366104122291	-1.1152169354422
87	3288.18	3290.83436411312	10.934381181242	-2.65436411311825	-1.36058333214752
88	3280.37	3280.64917603758	7.12902304613844	-0.279176037582902	-0.176858823995376
89	3173.95	3175.96346688036	-13.0159250316494	-2.01346688035851	-0.936486090017072
90	3165.26	3169.80869052113	-11.7798447815451	-4.54869052113189	0.0574680192789654
91	3092.71	3087.81738383896	-24.4286664445126	4.89261616103978	-0.588095245826479
92	3053.05	3054.55930625475	-26.0192983544262	-1.5093062547513	-0.0739569270139401
93	3181.96	3180.46831095159	1.35070828129048	1.49168904841455	1.27260053267724
94	2999.93	3007.40671790855	-30.0700075478124	-7.47671790855481	-1.46097132092014
95	3249.57	3243.6864991592	17.9148291111923	5.8835008407979	2.2312199461023
96	3210.52	3213.01296512205	9.16455113248873	-2.4929651220508	-0.406875522486597
97	3030.29	3033.03911240367	-24.8283462765243	-2.74911240367261	-1.61370155766344
98	2803.47	2805.19345884978	-61.2155352636921	-1.72345884977549	-1.65947768627982
99	2767.63	2769.10559525306	-56.6921968357855	-1.47559525305588	0.210511971791199
100	2882.6	2878.27585550141	-26.8128258710036	4.32414449859232	1.38873165909203
101	2863.36	2866.4567624217	-24.1120137429732	-3.09676242169702	0.125554287615793
102	2897.06	2899.65402880206	-13.7893308745001	-2.59402880205749	0.479927863314409
103	3012.61	3005.27252144662	7.71833281573228	7.33747855337822	0.999985755697336
104	3142.95	3146.09972654712	31.6936113847363	-3.14972654712502	1.11474300122131
105	3032.93	3030.50060681391	5.16365968880569	2.42939318608865	-1.23354522862413
106	3045.78	3057.24509233402	9.05076961317187	-11.4650923340242	0.18073999212583
107	3110.52	3104.44733460016	15.9227317476903	6.07266539984356	0.319535413211359
108	3013.24	3015.36841979454	-2.98285513662926	-2.12841979453713	-0.879126520646335
109	2987.1	2979.56400155235	-8.88308809592091	7.53599844764479	-0.279251612104289
110	2995.55	2996.2656649044	-4.29494409922182	-0.715664904399042	0.209799122193846
111	2833.18	2840.24453576262	-31.6016891130017	-7.06453576261933	-1.27083977008897
112	2848.96	2843.04127565783	-25.4060918187269	5.91872434217031	0.287969498223617
113	2794.83	2798.46846949117	-28.8579937481597	-3.63846949116812	-0.160470836256763
114	2845.26	2847.81015843288	-14.7748740181004	-2.55015843288461	0.654764094732822
115	2915.02	2909.63578392457	-0.979967779347608	5.38421607543358	0.641389180205974
116	2892.63	2893.49155652164	-3.71086153420647	-0.861556521639588	-0.12697475621762
117	2604.42	2607.22952357466	-54.5946486352199	-2.80952357466442	-2.36591555105076
118	2641.65	2651.08965176595	-36.8640438101232	-9.43965176595246	0.824427833803069
119	2659.81	2651.36790663602	-30.1750085487061	8.44209336397562	0.311028879004144
120	2638.53	2639.98883117728	-26.7914577005245	-1.45883117727729	0.157347006236803
121	2720.25	2709.64184858545	-9.45105441771798	10.608151414555	0.818708343590295
122	2745.88	2743.06584615618	-1.75888055372261	2.81415384382169	0.352489660948072
123	2735.7	2743.8655487362	-1.29849318901769	-8.16554873619784	0.0214258207445044
124	2811.7	2803.9559267659	9.75661481246898	7.74407323410074	0.513858636682326
125	2799.43	2804.80490355842	8.15260362183374	-5.37490355841746	-0.074566652235284
126	2555.28	2564.58931692041	-36.569668370598	-9.30931692041016	-2.07927301198583
127	2304.98	2303.95695866784	-76.9147901923614	1.02304133216197	-1.87583962086389
128	2214.95	2209.02670395384	-80.1586612902665	5.92329604615859	-0.150826399884389
129	2065.81	2071.25424244025	-90.5325987763534	-5.44424244025326	-0.482352458679313
130	1940.49	1950.86970384228	-95.9078013495825	-10.3797038422832	-0.249934058037942
131	2042	2029.96902156527	-64.3953190420168	12.0309784347274	1.46527137924756
132	1995.37	1998.60556977441	-58.4501203906644	-3.23556977440887	0.276489578599185
133	1946.81	1938.62260740933	-58.7257529311591	8.18739259066903	-0.0129876822677015
134	1765.9	1764.8281940757	-79.3772622620962	1.07180592430355	-0.948024500271205
135	1635.25	1645.70424622657	-86.5279866989382	-10.4542462265658	-0.332774217419835
136	1833.42	1821.98813223473	-39.2069906830917	11.4318677652667	2.19964596522415
137	1910.43	1911.03255040344	-16.1157056349435	-0.602550403440448	1.07345651255129
138	1959.67	1964.51660869756	-3.584967070445	-4.84660869755986	0.582593006601698
139	1969.6	1969.29699469473	-2.0788906307181	0.303005305267096	0.0700249962328003
140	2061.41	2053.10229145738	13.3833618420515	8.30770854262086	0.718931519686899
141	2093.48	2097.57018712154	18.979690014852	-4.09018712153727	0.260210623146744
142	2120.88	2134.988915752	22.2994207607236	-14.1089157519963	0.154360017972316
143	2174.56	2163.89854914476	23.4895136504497	10.6614508552427	0.0553367835763696
144	2196.72	2200.08439902762	25.7742969000576	-3.36439902761862	0.106263746481928
145	2350.44	2331.9666415698	44.8560120782486	18.4733584301968	0.897622625352897
146	2440.25	2435.88617594556	55.4591739400807	4.36382405444329	0.487472048099829
147	2408.64	2425.86188635039	43.6799758129961	-17.2218863503911	-0.548144707752667
148	2472.81	2463.78827953541	42.6441449071212	9.02172046459002	-0.0481511512816665
149	2407.6	2411.51947608322	25.5574202357334	-3.91947608321932	-0.794317457142216
150	2454.62	2458.38855085898	29.3939039151621	-3.76855085898223	0.178370203608194
151	2448.05	2450.27966098592	22.6428153082281	-2.22966098592026	-0.313892526951467
152	2497.84	2489.72181138849	25.666936915535	8.11818861151026	0.140609563822119
153	2645.64	2647.51270128485	49.4511228791324	-1.87270128484816	1.10588781724732
154	2756.76	2770.04900355763	62.6076801058195	-13.2890035576319	0.611752011121603
155	2849.27	2838.73941608347	63.702665697739	10.5305839165349	0.05091416206769
156	2921.44	2926.38131815357	68.0100967506847	-4.94131815357228	0.20034864627798
157	2981.85	2966.9710051026	63.0787113118175	14.8789948974018	-0.231650837308685
158	3080.58	3074.0554920718	70.9804856618454	6.52450792820062	0.363736985502257
159	3106.22	3124.239854149	67.2401542155892	-18.019854148999	-0.174046556023897
160	3119.31	3109.68854129423	52.5168423545152	9.62145870577486	-0.684451375452457
161	3061.26	3067.29237177613	35.4319581257658	-6.03237177613076	-0.794230066865677
162	3097.31	3099.3416016009	34.8230719054665	-2.0316016008953	-0.028309029942338
163	3161.69	3162.5700592583	39.9359309581796	-0.88005925830064	0.237723334056955
164	3257.16	3250.47916376293	48.5708587542905	6.6808362370719	0.401490309602558
165	3277.01	3280.90373169617	45.3046192278698	-3.89373169617218	-0.151869903669355
166	3295.32	3308.82670135789	42.175964604073	-13.5067013578926	-0.145476141022123
167	3363.99	3353.72530269944	42.6660240847261	10.2646973005578	0.02278640713132
168	3494.17	3496.26505247591	60.6343670164281	-2.09505247591001	0.835802314899443
169	3667.03	3650.8122428352	77.5246647309105	16.2177571647995	0.79246789966204
170	3813.06	3805.49216869361	91.3814271522434	7.56783130638792	0.638548794285193
171	3917.96	3934.33085951348	98.1176279181224	-16.3708595134836	0.313432174022635
172	3895.51	3887.17838682302	71.9704071923315	8.33161317697714	-1.21557559649625
173	3801.06	3809.48164368546	45.0320845919712	-8.42164368546511	-1.25228755591981
174	3570.12	3577.7531984466	-4.77956458942819	-7.63319844659587	-2.31589723615852
175	3701.61	3699.50470398841	17.9933228997962	2.10529601158799	1.05883110387891
176	3862.27	3852.48831310723	42.2885371813524	9.78168689276565	1.12963403768392
177	3970.1	3972.44884120802	56.2677556665804	-2.34884120802197	0.649991183034072
178	4138.52	4149.30690695509	77.9716376157892	-10.7869069550902	1.00918867682811
179	4199.75	4192.49734620658	71.7118783684663	7.25265379341936	-0.291059269188043
180	4290.89	4294.09022362939	77.0872328571182	-3.20022362938923	0.250051247725968
181	4443.91	4429.24203427681	87.5304662318422	14.6679657231942	0.48947767050904
182	4502.64	4497.6371277945	84.093301090218	5.00287220550073	-0.158539513430808
183	4356.98	4376.15687378744	47.1271496032999	-19.1768737874378	-1.71990511079141
184	4591.27	4576.70474191609	74.7386068222576	14.5652580839155	1.28370400007843
185	4696.96	4697.71667531447	83.0665315205833	-0.756675314473162	0.387141644214751
186	4621.4	4635.04728988379	56.839121664864	-13.6472898837861	-1.2193910541336
187	4562.84	4565.84689996791	34.1566864407595	-3.0068999679108	-1.05462648400838
188	4202.52	4202.37773156213	-37.4007956793566	0.142268437875095	-3.32715257221106
189	4296.49	4297.18866286674	-13.6076977108558	-0.69866286673811	1.10630896691821
190	4435.23	4441.74297180753	14.8558897048182	-6.51297180753196	1.32350374807173
191	4105.18	4107.28885687674	-48.0052424344071	-2.10885687674334	-2.92282483374307
192	4116.68	4118.78077451841	-37.3031380654372	-2.10077451841243	0.497869963878081
193	3844.49	3836.62629463625	-81.341674548636	7.86370536374719	-2.06226967093811
194	3720.98	3710.40884277099	-89.4034628113522	10.5711572290073	-0.372151460557887
195	3674.4	3694.69417301722	-76.153875315135	-20.2941730172165	0.61641569717431
196	3857.62	3840.0065528947	-36.299807630153	17.6134471052992	1.85296348674199
197	3801.06	3800.49258842396	-36.8782216770087	0.56741157604068	-0.0268888327304833
198	3504.37	3522.18955088293	-80.3228931296224	-17.8195508829273	-2.01986872761746
199	3032.6	3033.21991783891	-153.858348529203	-0.619917838911121	-3.41905444767713
200	3047.03	3043.72190959366	-124.282076961602	3.30809040633608	1.37518676483354
201	2962.34	2967.0541616924	-115.713968080388	-4.71416169240207	0.398392598091733
202	2197.82	2210.73528776116	-230.991257752039	-12.9152877611642	-5.36018361691756
203	2014.45	2015.61988560857	-224.535679218376	-1.169885608567	0.300159931233681
204	1862.83	1857.18680743137	-212.646346653062	5.64319256862779	0.55312995120678
205	1905.41	1887.58658877043	-168.932175627992	17.8234112295691	2.04550486622999
206	1810.99	1800.17584201075	-154.285539299583	10.8141579892452	0.67660093883954
207	1670.07	1696.1444218972	-145.250258640175	-26.0744218971998	0.420323967048481
208	1864.44	1842.64780923153	-92.7520483223113	21.7921907684735	2.44093736938866
209	2052.02	2042.05529170749	-40.1792930791723	9.96470829251276	2.44396146063652
210	2029.6	2037.92367774298	-33.6929335889708	-8.32367774297844	0.30156887852946
211	2070.83	2075.8438605808	-20.8071637922571	-5.0138605807959	0.599128104126242
212	2293.41	2289.67177554611	21.4118969589776	3.73822445389071	1.96303204033554
213	2443.27	2430.75424681524	42.94488192432	12.5157531847585	1.00122419841374
214	2513.17	2526.09237185856	52.3724116843384	-12.9223718585578	0.438363081444162
215	2466.92	2471.50822298629	33.1279705462674	-4.58822298629274	-0.894787876192797
216	2502.66	2501.77906335482	32.6141170302079	0.88093664518393	-0.0239072653590417

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

Figure 5

PNG link

Postscript link

PDF link

Parameters (Session):

par1 = 12 ;

Parameters (R input):

par1 = 12 ;

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

par1 <- as.numeric(par1)
nx <- length(x)
x <- ts(x,frequency=par1)
m <- StructTS(x,type='BSM')
m$coef
m$fitted
m$resid
mylevel <- as.numeric(m$fitted[,'level'])
myslope <- as.numeric(m$fitted[,'slope'])
myseas <- as.numeric(m$fitted[,'sea'])
myresid <- as.numeric(m$resid)
myfit <- mylevel+myseas
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(mylevel,na.action=na.pass,lag.max = mylagmax,main='Level')
acf(myseas,na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(myresid,na.action=na.pass,lag.max = mylagmax,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(mylevel,main='Level')
spectrum(myseas,main='Seasonal')
spectrum(myresid,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(mylevel,main='Level')
cpgram(myseas,main='Seasonal')
cpgram(myresid,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test1.png')
plot(as.numeric(m$resid),main='Standardized Residuals',ylab='Residuals',xlab='time',type='b')
grid()
dev.off()
bitmap(file='test5.png')
op <- par(mfrow = c(2,2))
hist(m$resid,main='Residual Histogram')
plot(density(m$resid),main='Residual Kernel Density')
qqnorm(m$resid,main='Residual Normal QQ Plot')
qqline(m$resid)
plot(m$resid^2, myfit^2,main='Sq.Resid vs. Sq.Fit',xlab='Squared residuals',ylab='Squared Fit')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Structural Time Series Model',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,'Level',header=TRUE)
a<-table.element(a,'Slope',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Stand. Residuals',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,mylevel[i])
a<-table.element(a,myslope[i])
a<-table.element(a,myseas[i])
a<-table.element(a,myresid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code