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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_exponentialsmoothing.wasp
Title produced by softwareExponential Smoothing
Date of computationSat, 10 Nov 2012 07:32:18 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Nov/10/t13525508719qr7ylinsf906co.htm/, Retrieved Sat, 10 Dec 2022 05:31:03 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=187324, Retrieved Sat, 10 Dec 2022 05:31:03 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact94
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Univariate Data Series] [data set] [2008-12-01 19:54:57] [b98453cac15ba1066b407e146608df68]
- RMP   [Decomposition by Loess] [Seasonal Decompos...] [2012-11-10 09:27:49] [3f1165f0052bdaf7d486f8ac60253253]
- RMP       [Exponential Smoothing] [Double exponentia...] [2012-11-10 12:32:18] [64435dfec13c3cda39d1733fd4b6eb52] [Current]
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Dataseries X:
235.1
280.7
264.6
240.7
201.4
240.8
241.1
223.8
206.1
174.7
203.3
220.5
299.5
347.4
338.3
327.7
351.6
396.6
438.8
395.6
363.5
378.8
357
369
464.8
479.1
431.3
366.5
326.3
355.1
331.6
261.3
249
205.5
235.6
240.9
264.9
253.8
232.3
193.8
177
213.2
207.2
180.6
188.6
175.4
199
179.6
225.8
234
200.2
183.6
178.2
203.2
208.5
191.8
172.8
148
159.4
154.5
213.2
196.4
182.8
176.4
153.6
173.2
171
151.2
161.9
157.2
201.7
236.4
356.1
398.3
403.7
384.6
365.8
368.1
367.9
347
343.3
292.9
311.5
300.9
366.9
356.9
329.7
316.2
269
289.3
266.2
253.6
233.8
228.4
253.6
260.1
306.6
309.2
309.5
271
279.9
317.9
298.4
246.7
227.3
209.1
259.9
266
320.6
308.5
282.2
262.7
263.5
313.1
284.3
252.6
250.3
246.5
312.7
333.2
446.4
511.6
515.5
506.4
483.2
522.3
509.8
460.7
405.8
375
378.5
406.8
467.8
469.8
429.8
355.8
332.7
378
360.5
334.7
319.5
323.1
363.6
352.1
411.9
388.6
416.4
360.7
338
417.2
388.4
371.1
331.5
353.7
396.7
447
533.5
565.4
542.3
488.7
467.1
531.3
496.1
444
403.4
386.3
394.1
404.1
462.1
448.1
432.3
386.3
395.2
421.9
382.9
384.2
345.5
323.4
372.6
376
462.7
487
444.2
399.3
394.9
455.4
414
375.5
347
339.4
385.8
378.8
451.8
446.1
422.5
383.1
352.8
445.3
367.5
355.1
326.2
319.8
331.8
340.9
394.1
417.2
369.9
349.2
321.4
405.7
342.9
316.5
284.2
270.9
288.8
278.8
324.4
310.9
299
273
279.3
359.2
305
282.1
250.3
246.5
257.9
266.5
315.9
318.4
295.4
266.4
245.8
362.8
324.9
294.2
289.5
295.2
290.3
272
307.4
328.7
292.9
249.1
230.4
361.5
321.7
277.2
260.7
251
257.6
241.8
287.5
292.3
274.7
254.2
230
339
318.2
287
295.8
284
271
262.7
340.6
379.4
373.3
355.2
338.4
466.9
451
422
429.2
425.9
460.7
463.6
541.4
544.2
517.5
469.4
439.4
549
533
506.1
484
457
481.5
469.5
544.7
541.2
521.5
469.7
434.4
542.6
517.3
485.7
465.8
447
426.6
411.6
467.5
484.5
451.2
417.4
379.9
484.7
455
420.8
416.5
376.3
405.6
405.8
500.8
514
475.5
430.1
414.4
538
526
488.5
520.2
504.4
568.5
610.6
818
830.9
835.9
782
762.3
856.9
820.9
769.6
752.2
724.4
723.1
719.5
817.4
803.3
752.5
689
630.4
765.5
757.7
732.2
702.6
683.3
709.5
702.2
784.8
810.9
755.6
656.8
615.1
745.3
694.1
675.7
643.7
622.1
634.6
588
689.7
673.9
647.9
568.8
545.7
632.6
643.8
593.1
579.7
546
562.9
572.5




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time5 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 5 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=187324&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]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=187324&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187324&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 Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time5 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net







Estimated Parameters of Exponential Smoothing
ParameterValue
alpha1
beta0.043962719081542
gammaFALSE

\begin{tabular}{lllllllll}
\hline
Estimated Parameters of Exponential Smoothing \tabularnewline
Parameter & Value \tabularnewline
alpha & 1 \tabularnewline
beta & 0.043962719081542 \tabularnewline
gamma & FALSE \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=187324&T=1

[TABLE]
[ROW][C]Estimated Parameters of Exponential Smoothing[/C][/ROW]
[ROW][C]Parameter[/C][C]Value[/C][/ROW]
[ROW][C]alpha[/C][C]1[/C][/ROW]
[ROW][C]beta[/C][C]0.043962719081542[/C][/ROW]
[ROW][C]gamma[/C][C]FALSE[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=187324&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187324&T=1

As an alternative you can also use a QR Code:  

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

Estimated Parameters of Exponential Smoothing
ParameterValue
alpha1
beta0.043962719081542
gammaFALSE







Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
3264.6326.3-61.6999999999999
4240.7307.487500232669-66.7875002326689
5201.4280.651340121782-79.2513401217816
6240.8237.8672357191722.93276428082802
7241.1277.396168011382-36.2961680113824
8223.8276.100489773362-52.3004897733616
9206.1256.501218033628-50.4012180336282
10174.7236.585443443848-61.8854434438483
11203.3202.464791078490.835208921510315
12220.5231.10150913368-10.6015091336805
13299.5247.83543796579651.6645620342039
14347.4329.10675259297718.2932474070233
15338.3377.810973489821-39.5109734898207
16327.7366.97396366165-39.2739636616496
17351.6354.647373429974-3.04737342997373
18396.6378.41340260793518.1865973920648
19438.8424.21293488013214.5870651198683
20395.6467.054221926221-71.4542219262206
21363.5420.712900040488-57.2129000404881
22378.8386.097665388168-7.29766538816773
23357401.076840174757-44.0768401747566
24369377.339102432152-8.33910243215178
25464.8388.97249281453575.8275071854652
26479.1488.106076211583-9.00607621158309
27431.3502.010144613066-70.7101446130663
28366.5451.101534389227-84.6015343892269
29326.3382.582220899006-56.2822208990058
30355.1339.90790143233815.1920985676624
31331.6369.375787393927-37.7757873939268
32261.3344.215061064644-82.9150610646436
33249270.26988952743-21.2698895274298
34205.5257.03480734924-51.5348073492399
35235.6211.26919709082424.3308029091761
36240.9242.438845344148-1.53884534414837
37264.9247.67119351857417.2288064814263
38253.8272.428618698027-18.6286186980268
39232.3260.509653967328-28.2096539673283
40193.8237.769480874575-43.9694808745752
41177197.336462938725-20.336462938725
42213.2179.64241673143833.5575832685624
43207.2217.317699337729-10.1176993377289
44180.6210.872897763993-30.2728977639928
45188.6182.942018863815.65798113618985
46175.4191.190759099069-15.7907590990691
47199177.29655439271221.7034456072875
48179.6201.850696875047-22.2506968750472
49225.8181.47249573896144.3275042610391
50234229.6212533563754.37874664362516
51200.2238.013754964998-37.8137549649978
52183.6202.551359478053-18.9513594780533
53178.2185.118206185106-6.91820618510633
54203.2179.41406303004223.7859369699577
55208.5205.4597574951443.0402425048562
56191.8210.893414822325-19.0934148223246
57172.8193.354016390183-20.5540163901834
58148173.450405941624-25.4504059416244
59159.4147.53153689470211.8684631052985
60154.5159.453306804129-4.9533068041294
61213.2154.33554596857558.8644540314252
62196.4215.623387425047-19.2233874250466
63182.8197.978275043884-15.1782750438837
64176.4183.710996801987-7.31099680198705
65153.6176.989585503375-23.3895855033752
66173.2153.16131572645720.0386842735434
67171173.642270773938-2.64227077393812
68151.2171.326109366166-20.1261093661661
69161.9150.64131087389711.258689126103
70157.2161.836273461174-4.63627346117426
71201.7156.93245027341544.7675497265846
72236.4203.40055348601432.9994465139858
73356.1239.551298882955116.548701117045
74398.3364.37509668948233.9249033105178
75403.7408.066527683591-4.36652768359102
76384.6413.274563253675-28.6745632536754
77365.8392.913951484568-27.1139514845682
78368.1372.921948452262-4.82194845226161
79367.9375.009962487029-7.10996248702924
80347374.497389203532-27.4973892035316
81343.3352.388529206501-9.08852920650088
82292.9348.288972750131-55.3889727501311
83311.5295.45392290090216.0460770990981
84300.9314.75935208077-13.8593520807703
85366.9303.55005727859163.3499427214088
86356.9372.335093014284-15.4350930142843
87329.7361.6565243561-31.9565243560999
88316.2333.05162865301-16.8516286530102
89269318.810785236471-49.8107852364714
90289.3269.42096767788919.8790323221106
91266.2290.594903991479-24.3949039914793
92253.6266.422437680281-12.8224376802807
93233.8253.258728454602-19.4587284546019
94228.4232.603269841868-4.20326984186826
95253.6227.01848267058626.5815173294137
96260.1253.38707844976.7129215502996
97306.6260.18219673403346.4178032659673
98309.2308.7228495793970.477150420603266
99309.5311.343826409297-1.84382640929732
100271311.56276678683-40.5627667868303
101279.9271.2795172654118.62048273458925
102317.9280.55849712621937.3415028737812
103298.4320.200131127141-21.8001311271414
104246.7299.741738086458-53.0417380864581
105227.3245.709879055366-18.4098790553664
106209.1225.50053071413-16.4005307141302
107259.9206.57951878955753.3204812104433
108266259.7236321263046.27636787369602
109320.6266.09955832398854.5004416760123
110308.5323.09554593121-14.5955459312103
111282.2310.353886045595-28.1538860455947
112262.7282.816164662318-20.1161646623185
113263.5262.4318033662711.06819663372909
114313.1263.27876419480349.8212358051966
115284.3315.069041188803-30.7690411888025
116252.6284.916350474611-32.3163504746108
117250.3251.795635836955-1.49563583695482
118246.5249.429883618807-2.92988361880651
119312.7245.50107796833167.1989220316687
120333.2314.65532530019218.544674699808
121446.4335.970599624478110.429400375522
122511.6454.0253763315357.5746236684697
123515.5521.756513338093-6.25651333809287
124506.4525.38145999978-18.9814599997803
125483.2515.446983406052-32.2469834060525
126522.3490.82931833334531.4706816666549
127509.8531.312855070761-21.5128550707607
128460.7517.867091466643-57.1670914666431
129405.8466.253870683786-60.4538706837862
130375408.696154149523-33.6961541495231
131378.5376.4147795905192.08522040948077
132406.8380.00645154960426.7935484503957
133467.8409.48436879332758.3156312066732
134469.8473.048082506129-3.24808250612853
135429.8474.905287967358-45.1052879673579
136355.8432.922336863357-77.1223368633569
137332.7355.531829232921-22.8318292329212
138378331.42807993823646.5719200617635
139360.5378.775508177-18.2755081769998
140334.7360.472067144942-25.772067144942
141319.5333.539056996898-14.0390569968982
142323.1317.7218618779745.3781381220262
143363.6321.55829945341442.0417005465858
144352.1363.906566924254-11.8065669242541
145411.9351.88751813924660.0124818607543
146388.6414.325830020676-25.7258300206761
147416.4389.89485258233826.5051474176623
148360.7418.860090932475-58.1600909324752
149338360.603215193054-22.6032151930538
150417.2336.90951639318280.290483606818
151388.4419.63930436891-31.2393043689097
152371.1389.465939606636-18.3659396066365
153331.5371.358522963041-39.8585229630414
154353.7330.00623391501223.693766084988
155396.7353.2478762973943.4521237026099
156447398.15814980522448.8418501947756
157533.5450.6053703447682.89462965524
158565.4540.74964366166224.6503563383382
159542.3573.733340352624-31.4333403526241
160488.7549.251445240907-60.5514452409071
161467.1492.9894390638-25.8894390637997
162531.3470.25126892705961.0487310729407
163496.1537.135137141503-41.0351371415035
164444500.131120934879-56.1311209348791
165403.4445.563444233487-42.163444233487
166386.3403.10982457914-16.8098245791398
167394.1385.2708189833578.82918101664285
168404.1393.45897378811210.6410262118881
169462.1403.92678223420458.1732177657955
170448.1464.484235064912-16.3842350649115
171432.3449.763939541387-17.4639395413869
172386.3433.196177273272-46.8961772732719
173395.2385.13449380580910.0655061941912
174421.9394.47700082703827.4229991729625
175382.9422.382590436052-39.4825904360519
176384.2381.64682840412.55317159589987
177345.5383.059072769738-37.5590727697376
178323.4342.707873804598-19.3078738045985
179372.6319.75904717246552.840952827535
180376371.2820791376234.71792086237701
181462.7374.88949176714587.8105082328554
182487465.44988047299321.550119527007
183444.2490.697282323933-46.4972823239326
184399.3445.85313536307-46.5531353630703
185394.9398.906532950739-4.00653295073869
186455.4394.33039486813461.0696051318656
187414457.515180762967-43.5151807629672
188375.5414.202135095302-38.7021350953024
189347374.000684002252-27.0006840022518
190339.4344.313660516451-4.91366051645133
191385.8336.49764263950449.3023573604955
192378.8385.065108326202-6.26510832620176
193451.8377.78967712884274.0103228711585
194446.1454.04337216236-7.94337216236045
195422.5447.994159923426-25.4941599234265
196383.1423.273367332493-40.1733673324929
197352.8382.107236869895-29.307236869895
198445.3350.51881104832894.7811889516724
199367.5447.185649832425-79.6856498324245
200355.1365.882451994011-10.7824519940115
201326.2353.008426085989-26.8084260859886
202319.8322.929854780952-3.12985478095197
203331.8316.39225785445115.407742145549
204340.9329.06962409407711.8303759059234
205394.1338.68971958665855.4102804133423
206417.2394.32570617869922.874293821301
207369.9418.431322332153-48.5313223321535
208349.2368.997753441809-19.7977534418092
209321.4347.427390368801-26.0273903688014
210405.7318.48315551759287.2168444824079
211342.9406.617445150751-63.7174451507507
212316.5341.016253008995-24.5162530089947
213284.2313.538451865028-29.3384518650283
214270.9279.948653747399-9.0486537473987
215288.8266.25085032463622.5491496753644
216278.8285.142172257341-6.34217225734136
217324.4274.86335312002549.5366468799749
218310.9322.641118811051-11.741118811051
219299308.624947303058-9.6249473030577
220273296.301808448599-23.3018084485988
221279.3269.27739758968110.0226024103189
222359.2276.01801844391283.181981556088
223305359.574924531708-54.5749245317082
224282.1302.975662455624-20.8756624556244
225250.3279.157911571447-28.8579115714467
226246.5246.0892393117510.410760688248786
227257.9242.30729746849815.5927025315015
228266.5254.39279506961312.1072049303871
229315.9263.5250607188352.3749392811698
230318.4315.2276054613613.17239453863897
231295.4317.867072551279-22.467072551279
232266.4293.879358952123-27.4793589521225
233245.8263.67129161397-17.8712916139695
234362.8242.28562104112120.51437895888
235324.9364.583760828576-39.683760828576
236294.2324.93915479917-30.7391547991702
237289.5292.88777797193-3.38777797193023
238295.2288.038842040647.16115795936037
239290.3294.053666016306-3.75366601630554
240272288.988644651705-16.9886446517048
241307.4269.94177763930637.4582223606942
242328.7306.98854294624321.7114570537572
243292.9329.243037633548-36.3430376335482
244249.1291.845298879495-42.7452988794946
245230.4246.166099312799-15.7660993127988
246361.5226.772978717699134.727021282301
247321.7363.795944907025-42.0959449070253
248277.2322.145292706606-44.9452927066056
249260.7275.669375429307-14.9693754293075
250251258.511280982483-7.51128098248267
251257.6248.4810646467079.11893535329273
252241.8255.481957839967-13.6819578399669
253287.5239.08046177096348.4195382290371
254292.3286.9091163281845.39088367181597
255274.7291.946114232649-17.2461142326493
256254.2273.587928157391-19.3879281573912
257230252.235582118235-22.2355821182347
258339227.058045467956111.941954532044
259318.2340.979318168487-22.7793181684872
260287319.177877402977-32.1778774029769
261295.8286.563250418079.2367495819305
262284295.769323045167-11.7693230451665
263271283.451911602352-12.4519116023519
264262.7269.90449171055-7.20449171054952
265340.6261.28776266535379.3122373346467
266379.4342.67454427502536.7254557249749
267373.3383.089095168204-9.78909516820363
268355.2376.558739927261-21.3587399272615
269338.4357.519751643904-19.1197516439036
270466.9339.879195373474127.020804626526
271451473.963375324781-22.9633753247812
272422457.053842906214-35.0538429062138
273429.2426.5127806577992.68721934220059
274425.9433.830918126851-7.93091812685105
275460.7430.18225340118230.5177465988184
276463.6466.323896521907-2.72389652190714
277541.4469.10414662430772.2958533756926
278544.2550.082468917023-5.88246891702317
279517.5552.623859588518-35.1238595885184
280469.4524.379719216369-54.9797192163687
281439.4473.862661265277-34.4626612652775
282549442.34758896927106.65241103073
283533556.636318954783-23.6363189547828
284506.1539.597202104452-33.497202104452
285484511.224574018316-27.2245740183164
286457487.927707718634-30.9277077186345
287481.5459.56804159236421.9319584076359
288469.5485.032230118747-15.5322301187471
289544.7472.34939104932772.3506089506733
290541.2550.730120546004-9.53012054600367
291521.5546.811150533627-25.3111505336266
292469.7525.998403533086-56.2984035330861
293434.4471.723372633822-37.3233726338217
294542.6434.782535687545107.817464312455
295517.3547.722484583198-30.422484583198
296485.7521.085029439704-35.3850294397042
297465.8487.929407330754-22.1294073307544
298447467.056538412831-20.0565384128315
299426.6447.37479844884-20.7747984488399
300411.6426.061481820658-14.461481820658
301467.5410.42571575787457.0742842421264
302484.5468.8348564827915.6651435172097
303451.2486.523538786609-35.3235387866094
304417.4451.670619973968-34.2706199739677
305379.9416.363990335302-36.4639903353019
306484.7377.260934171599107.439065828401
307455486.784247640996-31.7842476409962
308420.8455.686925690737-34.886925690737
309416.5419.953201576976-3.45320157697648
310376.3415.501389446116-39.2013894461159
311405.6373.5779897742932.0220102257098
312405.8404.2857644142691.51423558573066
313500.8404.55233432794896.2476656720519
314514503.78364341614310.2163565838573
315475.5517.432782230676-41.9327822306757
316430.1477.089303105161-46.989303105161
317414.4429.623525572911-15.2235255729114
318538413.254257994719124.745742005281
319526542.338420007115-16.3384200071155
320488.5529.620138638106-41.1201386381064
321520.2490.31238553456529.8876144654348
322504.4523.326326333327-18.9263263333266
323568.5506.69427356548961.805726434511
324610.6573.5114213543637.08857864564
325818617.241936118492200.758063881508
326830.9833.467806484269-2.567806484269
327835.9846.254918729145-10.3549187291453
328782850.799688345944-68.7996883459437
329762.3793.875066974293-31.5750669742933
330856.9772.78694117492284.1130588250784
331820.9871.084779951138-50.1847799511378
332769.6832.878520567977-63.2785205679768
333752.2778.796624744351-26.5966247443513
334724.4760.227364802198-35.8273648021983
335723.1730.852296427967-7.75229642796717
336719.5729.211484397868-9.71148439786771
337817.4725.1845411374292.2154588625805
338803.3827.138583450371-23.8385834503706
339752.5811.99057450284-59.49057450284
340689758.575207087972-69.5752070879721
341630.4692.016491803724-61.6164918037235
342765.5630.707663283766134.792336716234
343757.7771.733500917167-14.0335009171666
344732.2763.316550058615-31.1165500586147
345702.6736.448581909601-33.8485819096011
346683.3705.360506211801-22.0605062118008
347709.5685.09066637441524.4093336255853
348702.2712.363767051564-10.1637670515639
349784.8704.61694021586680.1830597841341
350810.9790.74200554825420.1579944517458
351755.6817.728205795584-62.1282057955835
352656.8759.696880937152-102.896880937152
353615.1656.373254266145-41.2732542661452
354745.3612.858769783262132.441230216738
355694.1748.881246382094-54.7812463820939
356675.7695.272913836461-19.5729138364612
357643.7676.012435323862-32.3124353238617
358622.1642.591892806878-20.4918928068782
359634.6620.0910134799614.5089865200397
360588633.228867978499-45.2288679784988
361689.7584.640483961184105.059516038816
362673.9690.959185951641-17.0591859516411
363647.9674.409217751889-26.5092177518893
364568.8647.243800458791-78.4438004587915
365545.7564.695197695533-18.9951976955331
366632.6540.76011715534691.8398828446539
367643.8631.69764812532712.1023518746726
368593.1643.429700421019-50.3297004210194
369579.7590.517069939952-10.817069939952
370546576.641522132897-30.6415221328966
371562.9541.59443750313721.3055624968628
372572.5559.43108796206113.068912037939

\begin{tabular}{lllllllll}
\hline
Interpolation Forecasts of Exponential Smoothing \tabularnewline
t & Observed & Fitted & Residuals \tabularnewline
3 & 264.6 & 326.3 & -61.6999999999999 \tabularnewline
4 & 240.7 & 307.487500232669 & -66.7875002326689 \tabularnewline
5 & 201.4 & 280.651340121782 & -79.2513401217816 \tabularnewline
6 & 240.8 & 237.867235719172 & 2.93276428082802 \tabularnewline
7 & 241.1 & 277.396168011382 & -36.2961680113824 \tabularnewline
8 & 223.8 & 276.100489773362 & -52.3004897733616 \tabularnewline
9 & 206.1 & 256.501218033628 & -50.4012180336282 \tabularnewline
10 & 174.7 & 236.585443443848 & -61.8854434438483 \tabularnewline
11 & 203.3 & 202.46479107849 & 0.835208921510315 \tabularnewline
12 & 220.5 & 231.10150913368 & -10.6015091336805 \tabularnewline
13 & 299.5 & 247.835437965796 & 51.6645620342039 \tabularnewline
14 & 347.4 & 329.106752592977 & 18.2932474070233 \tabularnewline
15 & 338.3 & 377.810973489821 & -39.5109734898207 \tabularnewline
16 & 327.7 & 366.97396366165 & -39.2739636616496 \tabularnewline
17 & 351.6 & 354.647373429974 & -3.04737342997373 \tabularnewline
18 & 396.6 & 378.413402607935 & 18.1865973920648 \tabularnewline
19 & 438.8 & 424.212934880132 & 14.5870651198683 \tabularnewline
20 & 395.6 & 467.054221926221 & -71.4542219262206 \tabularnewline
21 & 363.5 & 420.712900040488 & -57.2129000404881 \tabularnewline
22 & 378.8 & 386.097665388168 & -7.29766538816773 \tabularnewline
23 & 357 & 401.076840174757 & -44.0768401747566 \tabularnewline
24 & 369 & 377.339102432152 & -8.33910243215178 \tabularnewline
25 & 464.8 & 388.972492814535 & 75.8275071854652 \tabularnewline
26 & 479.1 & 488.106076211583 & -9.00607621158309 \tabularnewline
27 & 431.3 & 502.010144613066 & -70.7101446130663 \tabularnewline
28 & 366.5 & 451.101534389227 & -84.6015343892269 \tabularnewline
29 & 326.3 & 382.582220899006 & -56.2822208990058 \tabularnewline
30 & 355.1 & 339.907901432338 & 15.1920985676624 \tabularnewline
31 & 331.6 & 369.375787393927 & -37.7757873939268 \tabularnewline
32 & 261.3 & 344.215061064644 & -82.9150610646436 \tabularnewline
33 & 249 & 270.26988952743 & -21.2698895274298 \tabularnewline
34 & 205.5 & 257.03480734924 & -51.5348073492399 \tabularnewline
35 & 235.6 & 211.269197090824 & 24.3308029091761 \tabularnewline
36 & 240.9 & 242.438845344148 & -1.53884534414837 \tabularnewline
37 & 264.9 & 247.671193518574 & 17.2288064814263 \tabularnewline
38 & 253.8 & 272.428618698027 & -18.6286186980268 \tabularnewline
39 & 232.3 & 260.509653967328 & -28.2096539673283 \tabularnewline
40 & 193.8 & 237.769480874575 & -43.9694808745752 \tabularnewline
41 & 177 & 197.336462938725 & -20.336462938725 \tabularnewline
42 & 213.2 & 179.642416731438 & 33.5575832685624 \tabularnewline
43 & 207.2 & 217.317699337729 & -10.1176993377289 \tabularnewline
44 & 180.6 & 210.872897763993 & -30.2728977639928 \tabularnewline
45 & 188.6 & 182.94201886381 & 5.65798113618985 \tabularnewline
46 & 175.4 & 191.190759099069 & -15.7907590990691 \tabularnewline
47 & 199 & 177.296554392712 & 21.7034456072875 \tabularnewline
48 & 179.6 & 201.850696875047 & -22.2506968750472 \tabularnewline
49 & 225.8 & 181.472495738961 & 44.3275042610391 \tabularnewline
50 & 234 & 229.621253356375 & 4.37874664362516 \tabularnewline
51 & 200.2 & 238.013754964998 & -37.8137549649978 \tabularnewline
52 & 183.6 & 202.551359478053 & -18.9513594780533 \tabularnewline
53 & 178.2 & 185.118206185106 & -6.91820618510633 \tabularnewline
54 & 203.2 & 179.414063030042 & 23.7859369699577 \tabularnewline
55 & 208.5 & 205.459757495144 & 3.0402425048562 \tabularnewline
56 & 191.8 & 210.893414822325 & -19.0934148223246 \tabularnewline
57 & 172.8 & 193.354016390183 & -20.5540163901834 \tabularnewline
58 & 148 & 173.450405941624 & -25.4504059416244 \tabularnewline
59 & 159.4 & 147.531536894702 & 11.8684631052985 \tabularnewline
60 & 154.5 & 159.453306804129 & -4.9533068041294 \tabularnewline
61 & 213.2 & 154.335545968575 & 58.8644540314252 \tabularnewline
62 & 196.4 & 215.623387425047 & -19.2233874250466 \tabularnewline
63 & 182.8 & 197.978275043884 & -15.1782750438837 \tabularnewline
64 & 176.4 & 183.710996801987 & -7.31099680198705 \tabularnewline
65 & 153.6 & 176.989585503375 & -23.3895855033752 \tabularnewline
66 & 173.2 & 153.161315726457 & 20.0386842735434 \tabularnewline
67 & 171 & 173.642270773938 & -2.64227077393812 \tabularnewline
68 & 151.2 & 171.326109366166 & -20.1261093661661 \tabularnewline
69 & 161.9 & 150.641310873897 & 11.258689126103 \tabularnewline
70 & 157.2 & 161.836273461174 & -4.63627346117426 \tabularnewline
71 & 201.7 & 156.932450273415 & 44.7675497265846 \tabularnewline
72 & 236.4 & 203.400553486014 & 32.9994465139858 \tabularnewline
73 & 356.1 & 239.551298882955 & 116.548701117045 \tabularnewline
74 & 398.3 & 364.375096689482 & 33.9249033105178 \tabularnewline
75 & 403.7 & 408.066527683591 & -4.36652768359102 \tabularnewline
76 & 384.6 & 413.274563253675 & -28.6745632536754 \tabularnewline
77 & 365.8 & 392.913951484568 & -27.1139514845682 \tabularnewline
78 & 368.1 & 372.921948452262 & -4.82194845226161 \tabularnewline
79 & 367.9 & 375.009962487029 & -7.10996248702924 \tabularnewline
80 & 347 & 374.497389203532 & -27.4973892035316 \tabularnewline
81 & 343.3 & 352.388529206501 & -9.08852920650088 \tabularnewline
82 & 292.9 & 348.288972750131 & -55.3889727501311 \tabularnewline
83 & 311.5 & 295.453922900902 & 16.0460770990981 \tabularnewline
84 & 300.9 & 314.75935208077 & -13.8593520807703 \tabularnewline
85 & 366.9 & 303.550057278591 & 63.3499427214088 \tabularnewline
86 & 356.9 & 372.335093014284 & -15.4350930142843 \tabularnewline
87 & 329.7 & 361.6565243561 & -31.9565243560999 \tabularnewline
88 & 316.2 & 333.05162865301 & -16.8516286530102 \tabularnewline
89 & 269 & 318.810785236471 & -49.8107852364714 \tabularnewline
90 & 289.3 & 269.420967677889 & 19.8790323221106 \tabularnewline
91 & 266.2 & 290.594903991479 & -24.3949039914793 \tabularnewline
92 & 253.6 & 266.422437680281 & -12.8224376802807 \tabularnewline
93 & 233.8 & 253.258728454602 & -19.4587284546019 \tabularnewline
94 & 228.4 & 232.603269841868 & -4.20326984186826 \tabularnewline
95 & 253.6 & 227.018482670586 & 26.5815173294137 \tabularnewline
96 & 260.1 & 253.3870784497 & 6.7129215502996 \tabularnewline
97 & 306.6 & 260.182196734033 & 46.4178032659673 \tabularnewline
98 & 309.2 & 308.722849579397 & 0.477150420603266 \tabularnewline
99 & 309.5 & 311.343826409297 & -1.84382640929732 \tabularnewline
100 & 271 & 311.56276678683 & -40.5627667868303 \tabularnewline
101 & 279.9 & 271.279517265411 & 8.62048273458925 \tabularnewline
102 & 317.9 & 280.558497126219 & 37.3415028737812 \tabularnewline
103 & 298.4 & 320.200131127141 & -21.8001311271414 \tabularnewline
104 & 246.7 & 299.741738086458 & -53.0417380864581 \tabularnewline
105 & 227.3 & 245.709879055366 & -18.4098790553664 \tabularnewline
106 & 209.1 & 225.50053071413 & -16.4005307141302 \tabularnewline
107 & 259.9 & 206.579518789557 & 53.3204812104433 \tabularnewline
108 & 266 & 259.723632126304 & 6.27636787369602 \tabularnewline
109 & 320.6 & 266.099558323988 & 54.5004416760123 \tabularnewline
110 & 308.5 & 323.09554593121 & -14.5955459312103 \tabularnewline
111 & 282.2 & 310.353886045595 & -28.1538860455947 \tabularnewline
112 & 262.7 & 282.816164662318 & -20.1161646623185 \tabularnewline
113 & 263.5 & 262.431803366271 & 1.06819663372909 \tabularnewline
114 & 313.1 & 263.278764194803 & 49.8212358051966 \tabularnewline
115 & 284.3 & 315.069041188803 & -30.7690411888025 \tabularnewline
116 & 252.6 & 284.916350474611 & -32.3163504746108 \tabularnewline
117 & 250.3 & 251.795635836955 & -1.49563583695482 \tabularnewline
118 & 246.5 & 249.429883618807 & -2.92988361880651 \tabularnewline
119 & 312.7 & 245.501077968331 & 67.1989220316687 \tabularnewline
120 & 333.2 & 314.655325300192 & 18.544674699808 \tabularnewline
121 & 446.4 & 335.970599624478 & 110.429400375522 \tabularnewline
122 & 511.6 & 454.02537633153 & 57.5746236684697 \tabularnewline
123 & 515.5 & 521.756513338093 & -6.25651333809287 \tabularnewline
124 & 506.4 & 525.38145999978 & -18.9814599997803 \tabularnewline
125 & 483.2 & 515.446983406052 & -32.2469834060525 \tabularnewline
126 & 522.3 & 490.829318333345 & 31.4706816666549 \tabularnewline
127 & 509.8 & 531.312855070761 & -21.5128550707607 \tabularnewline
128 & 460.7 & 517.867091466643 & -57.1670914666431 \tabularnewline
129 & 405.8 & 466.253870683786 & -60.4538706837862 \tabularnewline
130 & 375 & 408.696154149523 & -33.6961541495231 \tabularnewline
131 & 378.5 & 376.414779590519 & 2.08522040948077 \tabularnewline
132 & 406.8 & 380.006451549604 & 26.7935484503957 \tabularnewline
133 & 467.8 & 409.484368793327 & 58.3156312066732 \tabularnewline
134 & 469.8 & 473.048082506129 & -3.24808250612853 \tabularnewline
135 & 429.8 & 474.905287967358 & -45.1052879673579 \tabularnewline
136 & 355.8 & 432.922336863357 & -77.1223368633569 \tabularnewline
137 & 332.7 & 355.531829232921 & -22.8318292329212 \tabularnewline
138 & 378 & 331.428079938236 & 46.5719200617635 \tabularnewline
139 & 360.5 & 378.775508177 & -18.2755081769998 \tabularnewline
140 & 334.7 & 360.472067144942 & -25.772067144942 \tabularnewline
141 & 319.5 & 333.539056996898 & -14.0390569968982 \tabularnewline
142 & 323.1 & 317.721861877974 & 5.3781381220262 \tabularnewline
143 & 363.6 & 321.558299453414 & 42.0417005465858 \tabularnewline
144 & 352.1 & 363.906566924254 & -11.8065669242541 \tabularnewline
145 & 411.9 & 351.887518139246 & 60.0124818607543 \tabularnewline
146 & 388.6 & 414.325830020676 & -25.7258300206761 \tabularnewline
147 & 416.4 & 389.894852582338 & 26.5051474176623 \tabularnewline
148 & 360.7 & 418.860090932475 & -58.1600909324752 \tabularnewline
149 & 338 & 360.603215193054 & -22.6032151930538 \tabularnewline
150 & 417.2 & 336.909516393182 & 80.290483606818 \tabularnewline
151 & 388.4 & 419.63930436891 & -31.2393043689097 \tabularnewline
152 & 371.1 & 389.465939606636 & -18.3659396066365 \tabularnewline
153 & 331.5 & 371.358522963041 & -39.8585229630414 \tabularnewline
154 & 353.7 & 330.006233915012 & 23.693766084988 \tabularnewline
155 & 396.7 & 353.24787629739 & 43.4521237026099 \tabularnewline
156 & 447 & 398.158149805224 & 48.8418501947756 \tabularnewline
157 & 533.5 & 450.60537034476 & 82.89462965524 \tabularnewline
158 & 565.4 & 540.749643661662 & 24.6503563383382 \tabularnewline
159 & 542.3 & 573.733340352624 & -31.4333403526241 \tabularnewline
160 & 488.7 & 549.251445240907 & -60.5514452409071 \tabularnewline
161 & 467.1 & 492.9894390638 & -25.8894390637997 \tabularnewline
162 & 531.3 & 470.251268927059 & 61.0487310729407 \tabularnewline
163 & 496.1 & 537.135137141503 & -41.0351371415035 \tabularnewline
164 & 444 & 500.131120934879 & -56.1311209348791 \tabularnewline
165 & 403.4 & 445.563444233487 & -42.163444233487 \tabularnewline
166 & 386.3 & 403.10982457914 & -16.8098245791398 \tabularnewline
167 & 394.1 & 385.270818983357 & 8.82918101664285 \tabularnewline
168 & 404.1 & 393.458973788112 & 10.6410262118881 \tabularnewline
169 & 462.1 & 403.926782234204 & 58.1732177657955 \tabularnewline
170 & 448.1 & 464.484235064912 & -16.3842350649115 \tabularnewline
171 & 432.3 & 449.763939541387 & -17.4639395413869 \tabularnewline
172 & 386.3 & 433.196177273272 & -46.8961772732719 \tabularnewline
173 & 395.2 & 385.134493805809 & 10.0655061941912 \tabularnewline
174 & 421.9 & 394.477000827038 & 27.4229991729625 \tabularnewline
175 & 382.9 & 422.382590436052 & -39.4825904360519 \tabularnewline
176 & 384.2 & 381.6468284041 & 2.55317159589987 \tabularnewline
177 & 345.5 & 383.059072769738 & -37.5590727697376 \tabularnewline
178 & 323.4 & 342.707873804598 & -19.3078738045985 \tabularnewline
179 & 372.6 & 319.759047172465 & 52.840952827535 \tabularnewline
180 & 376 & 371.282079137623 & 4.71792086237701 \tabularnewline
181 & 462.7 & 374.889491767145 & 87.8105082328554 \tabularnewline
182 & 487 & 465.449880472993 & 21.550119527007 \tabularnewline
183 & 444.2 & 490.697282323933 & -46.4972823239326 \tabularnewline
184 & 399.3 & 445.85313536307 & -46.5531353630703 \tabularnewline
185 & 394.9 & 398.906532950739 & -4.00653295073869 \tabularnewline
186 & 455.4 & 394.330394868134 & 61.0696051318656 \tabularnewline
187 & 414 & 457.515180762967 & -43.5151807629672 \tabularnewline
188 & 375.5 & 414.202135095302 & -38.7021350953024 \tabularnewline
189 & 347 & 374.000684002252 & -27.0006840022518 \tabularnewline
190 & 339.4 & 344.313660516451 & -4.91366051645133 \tabularnewline
191 & 385.8 & 336.497642639504 & 49.3023573604955 \tabularnewline
192 & 378.8 & 385.065108326202 & -6.26510832620176 \tabularnewline
193 & 451.8 & 377.789677128842 & 74.0103228711585 \tabularnewline
194 & 446.1 & 454.04337216236 & -7.94337216236045 \tabularnewline
195 & 422.5 & 447.994159923426 & -25.4941599234265 \tabularnewline
196 & 383.1 & 423.273367332493 & -40.1733673324929 \tabularnewline
197 & 352.8 & 382.107236869895 & -29.307236869895 \tabularnewline
198 & 445.3 & 350.518811048328 & 94.7811889516724 \tabularnewline
199 & 367.5 & 447.185649832425 & -79.6856498324245 \tabularnewline
200 & 355.1 & 365.882451994011 & -10.7824519940115 \tabularnewline
201 & 326.2 & 353.008426085989 & -26.8084260859886 \tabularnewline
202 & 319.8 & 322.929854780952 & -3.12985478095197 \tabularnewline
203 & 331.8 & 316.392257854451 & 15.407742145549 \tabularnewline
204 & 340.9 & 329.069624094077 & 11.8303759059234 \tabularnewline
205 & 394.1 & 338.689719586658 & 55.4102804133423 \tabularnewline
206 & 417.2 & 394.325706178699 & 22.874293821301 \tabularnewline
207 & 369.9 & 418.431322332153 & -48.5313223321535 \tabularnewline
208 & 349.2 & 368.997753441809 & -19.7977534418092 \tabularnewline
209 & 321.4 & 347.427390368801 & -26.0273903688014 \tabularnewline
210 & 405.7 & 318.483155517592 & 87.2168444824079 \tabularnewline
211 & 342.9 & 406.617445150751 & -63.7174451507507 \tabularnewline
212 & 316.5 & 341.016253008995 & -24.5162530089947 \tabularnewline
213 & 284.2 & 313.538451865028 & -29.3384518650283 \tabularnewline
214 & 270.9 & 279.948653747399 & -9.0486537473987 \tabularnewline
215 & 288.8 & 266.250850324636 & 22.5491496753644 \tabularnewline
216 & 278.8 & 285.142172257341 & -6.34217225734136 \tabularnewline
217 & 324.4 & 274.863353120025 & 49.5366468799749 \tabularnewline
218 & 310.9 & 322.641118811051 & -11.741118811051 \tabularnewline
219 & 299 & 308.624947303058 & -9.6249473030577 \tabularnewline
220 & 273 & 296.301808448599 & -23.3018084485988 \tabularnewline
221 & 279.3 & 269.277397589681 & 10.0226024103189 \tabularnewline
222 & 359.2 & 276.018018443912 & 83.181981556088 \tabularnewline
223 & 305 & 359.574924531708 & -54.5749245317082 \tabularnewline
224 & 282.1 & 302.975662455624 & -20.8756624556244 \tabularnewline
225 & 250.3 & 279.157911571447 & -28.8579115714467 \tabularnewline
226 & 246.5 & 246.089239311751 & 0.410760688248786 \tabularnewline
227 & 257.9 & 242.307297468498 & 15.5927025315015 \tabularnewline
228 & 266.5 & 254.392795069613 & 12.1072049303871 \tabularnewline
229 & 315.9 & 263.52506071883 & 52.3749392811698 \tabularnewline
230 & 318.4 & 315.227605461361 & 3.17239453863897 \tabularnewline
231 & 295.4 & 317.867072551279 & -22.467072551279 \tabularnewline
232 & 266.4 & 293.879358952123 & -27.4793589521225 \tabularnewline
233 & 245.8 & 263.67129161397 & -17.8712916139695 \tabularnewline
234 & 362.8 & 242.28562104112 & 120.51437895888 \tabularnewline
235 & 324.9 & 364.583760828576 & -39.683760828576 \tabularnewline
236 & 294.2 & 324.93915479917 & -30.7391547991702 \tabularnewline
237 & 289.5 & 292.88777797193 & -3.38777797193023 \tabularnewline
238 & 295.2 & 288.03884204064 & 7.16115795936037 \tabularnewline
239 & 290.3 & 294.053666016306 & -3.75366601630554 \tabularnewline
240 & 272 & 288.988644651705 & -16.9886446517048 \tabularnewline
241 & 307.4 & 269.941777639306 & 37.4582223606942 \tabularnewline
242 & 328.7 & 306.988542946243 & 21.7114570537572 \tabularnewline
243 & 292.9 & 329.243037633548 & -36.3430376335482 \tabularnewline
244 & 249.1 & 291.845298879495 & -42.7452988794946 \tabularnewline
245 & 230.4 & 246.166099312799 & -15.7660993127988 \tabularnewline
246 & 361.5 & 226.772978717699 & 134.727021282301 \tabularnewline
247 & 321.7 & 363.795944907025 & -42.0959449070253 \tabularnewline
248 & 277.2 & 322.145292706606 & -44.9452927066056 \tabularnewline
249 & 260.7 & 275.669375429307 & -14.9693754293075 \tabularnewline
250 & 251 & 258.511280982483 & -7.51128098248267 \tabularnewline
251 & 257.6 & 248.481064646707 & 9.11893535329273 \tabularnewline
252 & 241.8 & 255.481957839967 & -13.6819578399669 \tabularnewline
253 & 287.5 & 239.080461770963 & 48.4195382290371 \tabularnewline
254 & 292.3 & 286.909116328184 & 5.39088367181597 \tabularnewline
255 & 274.7 & 291.946114232649 & -17.2461142326493 \tabularnewline
256 & 254.2 & 273.587928157391 & -19.3879281573912 \tabularnewline
257 & 230 & 252.235582118235 & -22.2355821182347 \tabularnewline
258 & 339 & 227.058045467956 & 111.941954532044 \tabularnewline
259 & 318.2 & 340.979318168487 & -22.7793181684872 \tabularnewline
260 & 287 & 319.177877402977 & -32.1778774029769 \tabularnewline
261 & 295.8 & 286.56325041807 & 9.2367495819305 \tabularnewline
262 & 284 & 295.769323045167 & -11.7693230451665 \tabularnewline
263 & 271 & 283.451911602352 & -12.4519116023519 \tabularnewline
264 & 262.7 & 269.90449171055 & -7.20449171054952 \tabularnewline
265 & 340.6 & 261.287762665353 & 79.3122373346467 \tabularnewline
266 & 379.4 & 342.674544275025 & 36.7254557249749 \tabularnewline
267 & 373.3 & 383.089095168204 & -9.78909516820363 \tabularnewline
268 & 355.2 & 376.558739927261 & -21.3587399272615 \tabularnewline
269 & 338.4 & 357.519751643904 & -19.1197516439036 \tabularnewline
270 & 466.9 & 339.879195373474 & 127.020804626526 \tabularnewline
271 & 451 & 473.963375324781 & -22.9633753247812 \tabularnewline
272 & 422 & 457.053842906214 & -35.0538429062138 \tabularnewline
273 & 429.2 & 426.512780657799 & 2.68721934220059 \tabularnewline
274 & 425.9 & 433.830918126851 & -7.93091812685105 \tabularnewline
275 & 460.7 & 430.182253401182 & 30.5177465988184 \tabularnewline
276 & 463.6 & 466.323896521907 & -2.72389652190714 \tabularnewline
277 & 541.4 & 469.104146624307 & 72.2958533756926 \tabularnewline
278 & 544.2 & 550.082468917023 & -5.88246891702317 \tabularnewline
279 & 517.5 & 552.623859588518 & -35.1238595885184 \tabularnewline
280 & 469.4 & 524.379719216369 & -54.9797192163687 \tabularnewline
281 & 439.4 & 473.862661265277 & -34.4626612652775 \tabularnewline
282 & 549 & 442.34758896927 & 106.65241103073 \tabularnewline
283 & 533 & 556.636318954783 & -23.6363189547828 \tabularnewline
284 & 506.1 & 539.597202104452 & -33.497202104452 \tabularnewline
285 & 484 & 511.224574018316 & -27.2245740183164 \tabularnewline
286 & 457 & 487.927707718634 & -30.9277077186345 \tabularnewline
287 & 481.5 & 459.568041592364 & 21.9319584076359 \tabularnewline
288 & 469.5 & 485.032230118747 & -15.5322301187471 \tabularnewline
289 & 544.7 & 472.349391049327 & 72.3506089506733 \tabularnewline
290 & 541.2 & 550.730120546004 & -9.53012054600367 \tabularnewline
291 & 521.5 & 546.811150533627 & -25.3111505336266 \tabularnewline
292 & 469.7 & 525.998403533086 & -56.2984035330861 \tabularnewline
293 & 434.4 & 471.723372633822 & -37.3233726338217 \tabularnewline
294 & 542.6 & 434.782535687545 & 107.817464312455 \tabularnewline
295 & 517.3 & 547.722484583198 & -30.422484583198 \tabularnewline
296 & 485.7 & 521.085029439704 & -35.3850294397042 \tabularnewline
297 & 465.8 & 487.929407330754 & -22.1294073307544 \tabularnewline
298 & 447 & 467.056538412831 & -20.0565384128315 \tabularnewline
299 & 426.6 & 447.37479844884 & -20.7747984488399 \tabularnewline
300 & 411.6 & 426.061481820658 & -14.461481820658 \tabularnewline
301 & 467.5 & 410.425715757874 & 57.0742842421264 \tabularnewline
302 & 484.5 & 468.83485648279 & 15.6651435172097 \tabularnewline
303 & 451.2 & 486.523538786609 & -35.3235387866094 \tabularnewline
304 & 417.4 & 451.670619973968 & -34.2706199739677 \tabularnewline
305 & 379.9 & 416.363990335302 & -36.4639903353019 \tabularnewline
306 & 484.7 & 377.260934171599 & 107.439065828401 \tabularnewline
307 & 455 & 486.784247640996 & -31.7842476409962 \tabularnewline
308 & 420.8 & 455.686925690737 & -34.886925690737 \tabularnewline
309 & 416.5 & 419.953201576976 & -3.45320157697648 \tabularnewline
310 & 376.3 & 415.501389446116 & -39.2013894461159 \tabularnewline
311 & 405.6 & 373.57798977429 & 32.0220102257098 \tabularnewline
312 & 405.8 & 404.285764414269 & 1.51423558573066 \tabularnewline
313 & 500.8 & 404.552334327948 & 96.2476656720519 \tabularnewline
314 & 514 & 503.783643416143 & 10.2163565838573 \tabularnewline
315 & 475.5 & 517.432782230676 & -41.9327822306757 \tabularnewline
316 & 430.1 & 477.089303105161 & -46.989303105161 \tabularnewline
317 & 414.4 & 429.623525572911 & -15.2235255729114 \tabularnewline
318 & 538 & 413.254257994719 & 124.745742005281 \tabularnewline
319 & 526 & 542.338420007115 & -16.3384200071155 \tabularnewline
320 & 488.5 & 529.620138638106 & -41.1201386381064 \tabularnewline
321 & 520.2 & 490.312385534565 & 29.8876144654348 \tabularnewline
322 & 504.4 & 523.326326333327 & -18.9263263333266 \tabularnewline
323 & 568.5 & 506.694273565489 & 61.805726434511 \tabularnewline
324 & 610.6 & 573.51142135436 & 37.08857864564 \tabularnewline
325 & 818 & 617.241936118492 & 200.758063881508 \tabularnewline
326 & 830.9 & 833.467806484269 & -2.567806484269 \tabularnewline
327 & 835.9 & 846.254918729145 & -10.3549187291453 \tabularnewline
328 & 782 & 850.799688345944 & -68.7996883459437 \tabularnewline
329 & 762.3 & 793.875066974293 & -31.5750669742933 \tabularnewline
330 & 856.9 & 772.786941174922 & 84.1130588250784 \tabularnewline
331 & 820.9 & 871.084779951138 & -50.1847799511378 \tabularnewline
332 & 769.6 & 832.878520567977 & -63.2785205679768 \tabularnewline
333 & 752.2 & 778.796624744351 & -26.5966247443513 \tabularnewline
334 & 724.4 & 760.227364802198 & -35.8273648021983 \tabularnewline
335 & 723.1 & 730.852296427967 & -7.75229642796717 \tabularnewline
336 & 719.5 & 729.211484397868 & -9.71148439786771 \tabularnewline
337 & 817.4 & 725.18454113742 & 92.2154588625805 \tabularnewline
338 & 803.3 & 827.138583450371 & -23.8385834503706 \tabularnewline
339 & 752.5 & 811.99057450284 & -59.49057450284 \tabularnewline
340 & 689 & 758.575207087972 & -69.5752070879721 \tabularnewline
341 & 630.4 & 692.016491803724 & -61.6164918037235 \tabularnewline
342 & 765.5 & 630.707663283766 & 134.792336716234 \tabularnewline
343 & 757.7 & 771.733500917167 & -14.0335009171666 \tabularnewline
344 & 732.2 & 763.316550058615 & -31.1165500586147 \tabularnewline
345 & 702.6 & 736.448581909601 & -33.8485819096011 \tabularnewline
346 & 683.3 & 705.360506211801 & -22.0605062118008 \tabularnewline
347 & 709.5 & 685.090666374415 & 24.4093336255853 \tabularnewline
348 & 702.2 & 712.363767051564 & -10.1637670515639 \tabularnewline
349 & 784.8 & 704.616940215866 & 80.1830597841341 \tabularnewline
350 & 810.9 & 790.742005548254 & 20.1579944517458 \tabularnewline
351 & 755.6 & 817.728205795584 & -62.1282057955835 \tabularnewline
352 & 656.8 & 759.696880937152 & -102.896880937152 \tabularnewline
353 & 615.1 & 656.373254266145 & -41.2732542661452 \tabularnewline
354 & 745.3 & 612.858769783262 & 132.441230216738 \tabularnewline
355 & 694.1 & 748.881246382094 & -54.7812463820939 \tabularnewline
356 & 675.7 & 695.272913836461 & -19.5729138364612 \tabularnewline
357 & 643.7 & 676.012435323862 & -32.3124353238617 \tabularnewline
358 & 622.1 & 642.591892806878 & -20.4918928068782 \tabularnewline
359 & 634.6 & 620.09101347996 & 14.5089865200397 \tabularnewline
360 & 588 & 633.228867978499 & -45.2288679784988 \tabularnewline
361 & 689.7 & 584.640483961184 & 105.059516038816 \tabularnewline
362 & 673.9 & 690.959185951641 & -17.0591859516411 \tabularnewline
363 & 647.9 & 674.409217751889 & -26.5092177518893 \tabularnewline
364 & 568.8 & 647.243800458791 & -78.4438004587915 \tabularnewline
365 & 545.7 & 564.695197695533 & -18.9951976955331 \tabularnewline
366 & 632.6 & 540.760117155346 & 91.8398828446539 \tabularnewline
367 & 643.8 & 631.697648125327 & 12.1023518746726 \tabularnewline
368 & 593.1 & 643.429700421019 & -50.3297004210194 \tabularnewline
369 & 579.7 & 590.517069939952 & -10.817069939952 \tabularnewline
370 & 546 & 576.641522132897 & -30.6415221328966 \tabularnewline
371 & 562.9 & 541.594437503137 & 21.3055624968628 \tabularnewline
372 & 572.5 & 559.431087962061 & 13.068912037939 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=187324&T=2

[TABLE]
[ROW][C]Interpolation Forecasts of Exponential Smoothing[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Fitted[/C][C]Residuals[/C][/ROW]
[ROW][C]3[/C][C]264.6[/C][C]326.3[/C][C]-61.6999999999999[/C][/ROW]
[ROW][C]4[/C][C]240.7[/C][C]307.487500232669[/C][C]-66.7875002326689[/C][/ROW]
[ROW][C]5[/C][C]201.4[/C][C]280.651340121782[/C][C]-79.2513401217816[/C][/ROW]
[ROW][C]6[/C][C]240.8[/C][C]237.867235719172[/C][C]2.93276428082802[/C][/ROW]
[ROW][C]7[/C][C]241.1[/C][C]277.396168011382[/C][C]-36.2961680113824[/C][/ROW]
[ROW][C]8[/C][C]223.8[/C][C]276.100489773362[/C][C]-52.3004897733616[/C][/ROW]
[ROW][C]9[/C][C]206.1[/C][C]256.501218033628[/C][C]-50.4012180336282[/C][/ROW]
[ROW][C]10[/C][C]174.7[/C][C]236.585443443848[/C][C]-61.8854434438483[/C][/ROW]
[ROW][C]11[/C][C]203.3[/C][C]202.46479107849[/C][C]0.835208921510315[/C][/ROW]
[ROW][C]12[/C][C]220.5[/C][C]231.10150913368[/C][C]-10.6015091336805[/C][/ROW]
[ROW][C]13[/C][C]299.5[/C][C]247.835437965796[/C][C]51.6645620342039[/C][/ROW]
[ROW][C]14[/C][C]347.4[/C][C]329.106752592977[/C][C]18.2932474070233[/C][/ROW]
[ROW][C]15[/C][C]338.3[/C][C]377.810973489821[/C][C]-39.5109734898207[/C][/ROW]
[ROW][C]16[/C][C]327.7[/C][C]366.97396366165[/C][C]-39.2739636616496[/C][/ROW]
[ROW][C]17[/C][C]351.6[/C][C]354.647373429974[/C][C]-3.04737342997373[/C][/ROW]
[ROW][C]18[/C][C]396.6[/C][C]378.413402607935[/C][C]18.1865973920648[/C][/ROW]
[ROW][C]19[/C][C]438.8[/C][C]424.212934880132[/C][C]14.5870651198683[/C][/ROW]
[ROW][C]20[/C][C]395.6[/C][C]467.054221926221[/C][C]-71.4542219262206[/C][/ROW]
[ROW][C]21[/C][C]363.5[/C][C]420.712900040488[/C][C]-57.2129000404881[/C][/ROW]
[ROW][C]22[/C][C]378.8[/C][C]386.097665388168[/C][C]-7.29766538816773[/C][/ROW]
[ROW][C]23[/C][C]357[/C][C]401.076840174757[/C][C]-44.0768401747566[/C][/ROW]
[ROW][C]24[/C][C]369[/C][C]377.339102432152[/C][C]-8.33910243215178[/C][/ROW]
[ROW][C]25[/C][C]464.8[/C][C]388.972492814535[/C][C]75.8275071854652[/C][/ROW]
[ROW][C]26[/C][C]479.1[/C][C]488.106076211583[/C][C]-9.00607621158309[/C][/ROW]
[ROW][C]27[/C][C]431.3[/C][C]502.010144613066[/C][C]-70.7101446130663[/C][/ROW]
[ROW][C]28[/C][C]366.5[/C][C]451.101534389227[/C][C]-84.6015343892269[/C][/ROW]
[ROW][C]29[/C][C]326.3[/C][C]382.582220899006[/C][C]-56.2822208990058[/C][/ROW]
[ROW][C]30[/C][C]355.1[/C][C]339.907901432338[/C][C]15.1920985676624[/C][/ROW]
[ROW][C]31[/C][C]331.6[/C][C]369.375787393927[/C][C]-37.7757873939268[/C][/ROW]
[ROW][C]32[/C][C]261.3[/C][C]344.215061064644[/C][C]-82.9150610646436[/C][/ROW]
[ROW][C]33[/C][C]249[/C][C]270.26988952743[/C][C]-21.2698895274298[/C][/ROW]
[ROW][C]34[/C][C]205.5[/C][C]257.03480734924[/C][C]-51.5348073492399[/C][/ROW]
[ROW][C]35[/C][C]235.6[/C][C]211.269197090824[/C][C]24.3308029091761[/C][/ROW]
[ROW][C]36[/C][C]240.9[/C][C]242.438845344148[/C][C]-1.53884534414837[/C][/ROW]
[ROW][C]37[/C][C]264.9[/C][C]247.671193518574[/C][C]17.2288064814263[/C][/ROW]
[ROW][C]38[/C][C]253.8[/C][C]272.428618698027[/C][C]-18.6286186980268[/C][/ROW]
[ROW][C]39[/C][C]232.3[/C][C]260.509653967328[/C][C]-28.2096539673283[/C][/ROW]
[ROW][C]40[/C][C]193.8[/C][C]237.769480874575[/C][C]-43.9694808745752[/C][/ROW]
[ROW][C]41[/C][C]177[/C][C]197.336462938725[/C][C]-20.336462938725[/C][/ROW]
[ROW][C]42[/C][C]213.2[/C][C]179.642416731438[/C][C]33.5575832685624[/C][/ROW]
[ROW][C]43[/C][C]207.2[/C][C]217.317699337729[/C][C]-10.1176993377289[/C][/ROW]
[ROW][C]44[/C][C]180.6[/C][C]210.872897763993[/C][C]-30.2728977639928[/C][/ROW]
[ROW][C]45[/C][C]188.6[/C][C]182.94201886381[/C][C]5.65798113618985[/C][/ROW]
[ROW][C]46[/C][C]175.4[/C][C]191.190759099069[/C][C]-15.7907590990691[/C][/ROW]
[ROW][C]47[/C][C]199[/C][C]177.296554392712[/C][C]21.7034456072875[/C][/ROW]
[ROW][C]48[/C][C]179.6[/C][C]201.850696875047[/C][C]-22.2506968750472[/C][/ROW]
[ROW][C]49[/C][C]225.8[/C][C]181.472495738961[/C][C]44.3275042610391[/C][/ROW]
[ROW][C]50[/C][C]234[/C][C]229.621253356375[/C][C]4.37874664362516[/C][/ROW]
[ROW][C]51[/C][C]200.2[/C][C]238.013754964998[/C][C]-37.8137549649978[/C][/ROW]
[ROW][C]52[/C][C]183.6[/C][C]202.551359478053[/C][C]-18.9513594780533[/C][/ROW]
[ROW][C]53[/C][C]178.2[/C][C]185.118206185106[/C][C]-6.91820618510633[/C][/ROW]
[ROW][C]54[/C][C]203.2[/C][C]179.414063030042[/C][C]23.7859369699577[/C][/ROW]
[ROW][C]55[/C][C]208.5[/C][C]205.459757495144[/C][C]3.0402425048562[/C][/ROW]
[ROW][C]56[/C][C]191.8[/C][C]210.893414822325[/C][C]-19.0934148223246[/C][/ROW]
[ROW][C]57[/C][C]172.8[/C][C]193.354016390183[/C][C]-20.5540163901834[/C][/ROW]
[ROW][C]58[/C][C]148[/C][C]173.450405941624[/C][C]-25.4504059416244[/C][/ROW]
[ROW][C]59[/C][C]159.4[/C][C]147.531536894702[/C][C]11.8684631052985[/C][/ROW]
[ROW][C]60[/C][C]154.5[/C][C]159.453306804129[/C][C]-4.9533068041294[/C][/ROW]
[ROW][C]61[/C][C]213.2[/C][C]154.335545968575[/C][C]58.8644540314252[/C][/ROW]
[ROW][C]62[/C][C]196.4[/C][C]215.623387425047[/C][C]-19.2233874250466[/C][/ROW]
[ROW][C]63[/C][C]182.8[/C][C]197.978275043884[/C][C]-15.1782750438837[/C][/ROW]
[ROW][C]64[/C][C]176.4[/C][C]183.710996801987[/C][C]-7.31099680198705[/C][/ROW]
[ROW][C]65[/C][C]153.6[/C][C]176.989585503375[/C][C]-23.3895855033752[/C][/ROW]
[ROW][C]66[/C][C]173.2[/C][C]153.161315726457[/C][C]20.0386842735434[/C][/ROW]
[ROW][C]67[/C][C]171[/C][C]173.642270773938[/C][C]-2.64227077393812[/C][/ROW]
[ROW][C]68[/C][C]151.2[/C][C]171.326109366166[/C][C]-20.1261093661661[/C][/ROW]
[ROW][C]69[/C][C]161.9[/C][C]150.641310873897[/C][C]11.258689126103[/C][/ROW]
[ROW][C]70[/C][C]157.2[/C][C]161.836273461174[/C][C]-4.63627346117426[/C][/ROW]
[ROW][C]71[/C][C]201.7[/C][C]156.932450273415[/C][C]44.7675497265846[/C][/ROW]
[ROW][C]72[/C][C]236.4[/C][C]203.400553486014[/C][C]32.9994465139858[/C][/ROW]
[ROW][C]73[/C][C]356.1[/C][C]239.551298882955[/C][C]116.548701117045[/C][/ROW]
[ROW][C]74[/C][C]398.3[/C][C]364.375096689482[/C][C]33.9249033105178[/C][/ROW]
[ROW][C]75[/C][C]403.7[/C][C]408.066527683591[/C][C]-4.36652768359102[/C][/ROW]
[ROW][C]76[/C][C]384.6[/C][C]413.274563253675[/C][C]-28.6745632536754[/C][/ROW]
[ROW][C]77[/C][C]365.8[/C][C]392.913951484568[/C][C]-27.1139514845682[/C][/ROW]
[ROW][C]78[/C][C]368.1[/C][C]372.921948452262[/C][C]-4.82194845226161[/C][/ROW]
[ROW][C]79[/C][C]367.9[/C][C]375.009962487029[/C][C]-7.10996248702924[/C][/ROW]
[ROW][C]80[/C][C]347[/C][C]374.497389203532[/C][C]-27.4973892035316[/C][/ROW]
[ROW][C]81[/C][C]343.3[/C][C]352.388529206501[/C][C]-9.08852920650088[/C][/ROW]
[ROW][C]82[/C][C]292.9[/C][C]348.288972750131[/C][C]-55.3889727501311[/C][/ROW]
[ROW][C]83[/C][C]311.5[/C][C]295.453922900902[/C][C]16.0460770990981[/C][/ROW]
[ROW][C]84[/C][C]300.9[/C][C]314.75935208077[/C][C]-13.8593520807703[/C][/ROW]
[ROW][C]85[/C][C]366.9[/C][C]303.550057278591[/C][C]63.3499427214088[/C][/ROW]
[ROW][C]86[/C][C]356.9[/C][C]372.335093014284[/C][C]-15.4350930142843[/C][/ROW]
[ROW][C]87[/C][C]329.7[/C][C]361.6565243561[/C][C]-31.9565243560999[/C][/ROW]
[ROW][C]88[/C][C]316.2[/C][C]333.05162865301[/C][C]-16.8516286530102[/C][/ROW]
[ROW][C]89[/C][C]269[/C][C]318.810785236471[/C][C]-49.8107852364714[/C][/ROW]
[ROW][C]90[/C][C]289.3[/C][C]269.420967677889[/C][C]19.8790323221106[/C][/ROW]
[ROW][C]91[/C][C]266.2[/C][C]290.594903991479[/C][C]-24.3949039914793[/C][/ROW]
[ROW][C]92[/C][C]253.6[/C][C]266.422437680281[/C][C]-12.8224376802807[/C][/ROW]
[ROW][C]93[/C][C]233.8[/C][C]253.258728454602[/C][C]-19.4587284546019[/C][/ROW]
[ROW][C]94[/C][C]228.4[/C][C]232.603269841868[/C][C]-4.20326984186826[/C][/ROW]
[ROW][C]95[/C][C]253.6[/C][C]227.018482670586[/C][C]26.5815173294137[/C][/ROW]
[ROW][C]96[/C][C]260.1[/C][C]253.3870784497[/C][C]6.7129215502996[/C][/ROW]
[ROW][C]97[/C][C]306.6[/C][C]260.182196734033[/C][C]46.4178032659673[/C][/ROW]
[ROW][C]98[/C][C]309.2[/C][C]308.722849579397[/C][C]0.477150420603266[/C][/ROW]
[ROW][C]99[/C][C]309.5[/C][C]311.343826409297[/C][C]-1.84382640929732[/C][/ROW]
[ROW][C]100[/C][C]271[/C][C]311.56276678683[/C][C]-40.5627667868303[/C][/ROW]
[ROW][C]101[/C][C]279.9[/C][C]271.279517265411[/C][C]8.62048273458925[/C][/ROW]
[ROW][C]102[/C][C]317.9[/C][C]280.558497126219[/C][C]37.3415028737812[/C][/ROW]
[ROW][C]103[/C][C]298.4[/C][C]320.200131127141[/C][C]-21.8001311271414[/C][/ROW]
[ROW][C]104[/C][C]246.7[/C][C]299.741738086458[/C][C]-53.0417380864581[/C][/ROW]
[ROW][C]105[/C][C]227.3[/C][C]245.709879055366[/C][C]-18.4098790553664[/C][/ROW]
[ROW][C]106[/C][C]209.1[/C][C]225.50053071413[/C][C]-16.4005307141302[/C][/ROW]
[ROW][C]107[/C][C]259.9[/C][C]206.579518789557[/C][C]53.3204812104433[/C][/ROW]
[ROW][C]108[/C][C]266[/C][C]259.723632126304[/C][C]6.27636787369602[/C][/ROW]
[ROW][C]109[/C][C]320.6[/C][C]266.099558323988[/C][C]54.5004416760123[/C][/ROW]
[ROW][C]110[/C][C]308.5[/C][C]323.09554593121[/C][C]-14.5955459312103[/C][/ROW]
[ROW][C]111[/C][C]282.2[/C][C]310.353886045595[/C][C]-28.1538860455947[/C][/ROW]
[ROW][C]112[/C][C]262.7[/C][C]282.816164662318[/C][C]-20.1161646623185[/C][/ROW]
[ROW][C]113[/C][C]263.5[/C][C]262.431803366271[/C][C]1.06819663372909[/C][/ROW]
[ROW][C]114[/C][C]313.1[/C][C]263.278764194803[/C][C]49.8212358051966[/C][/ROW]
[ROW][C]115[/C][C]284.3[/C][C]315.069041188803[/C][C]-30.7690411888025[/C][/ROW]
[ROW][C]116[/C][C]252.6[/C][C]284.916350474611[/C][C]-32.3163504746108[/C][/ROW]
[ROW][C]117[/C][C]250.3[/C][C]251.795635836955[/C][C]-1.49563583695482[/C][/ROW]
[ROW][C]118[/C][C]246.5[/C][C]249.429883618807[/C][C]-2.92988361880651[/C][/ROW]
[ROW][C]119[/C][C]312.7[/C][C]245.501077968331[/C][C]67.1989220316687[/C][/ROW]
[ROW][C]120[/C][C]333.2[/C][C]314.655325300192[/C][C]18.544674699808[/C][/ROW]
[ROW][C]121[/C][C]446.4[/C][C]335.970599624478[/C][C]110.429400375522[/C][/ROW]
[ROW][C]122[/C][C]511.6[/C][C]454.02537633153[/C][C]57.5746236684697[/C][/ROW]
[ROW][C]123[/C][C]515.5[/C][C]521.756513338093[/C][C]-6.25651333809287[/C][/ROW]
[ROW][C]124[/C][C]506.4[/C][C]525.38145999978[/C][C]-18.9814599997803[/C][/ROW]
[ROW][C]125[/C][C]483.2[/C][C]515.446983406052[/C][C]-32.2469834060525[/C][/ROW]
[ROW][C]126[/C][C]522.3[/C][C]490.829318333345[/C][C]31.4706816666549[/C][/ROW]
[ROW][C]127[/C][C]509.8[/C][C]531.312855070761[/C][C]-21.5128550707607[/C][/ROW]
[ROW][C]128[/C][C]460.7[/C][C]517.867091466643[/C][C]-57.1670914666431[/C][/ROW]
[ROW][C]129[/C][C]405.8[/C][C]466.253870683786[/C][C]-60.4538706837862[/C][/ROW]
[ROW][C]130[/C][C]375[/C][C]408.696154149523[/C][C]-33.6961541495231[/C][/ROW]
[ROW][C]131[/C][C]378.5[/C][C]376.414779590519[/C][C]2.08522040948077[/C][/ROW]
[ROW][C]132[/C][C]406.8[/C][C]380.006451549604[/C][C]26.7935484503957[/C][/ROW]
[ROW][C]133[/C][C]467.8[/C][C]409.484368793327[/C][C]58.3156312066732[/C][/ROW]
[ROW][C]134[/C][C]469.8[/C][C]473.048082506129[/C][C]-3.24808250612853[/C][/ROW]
[ROW][C]135[/C][C]429.8[/C][C]474.905287967358[/C][C]-45.1052879673579[/C][/ROW]
[ROW][C]136[/C][C]355.8[/C][C]432.922336863357[/C][C]-77.1223368633569[/C][/ROW]
[ROW][C]137[/C][C]332.7[/C][C]355.531829232921[/C][C]-22.8318292329212[/C][/ROW]
[ROW][C]138[/C][C]378[/C][C]331.428079938236[/C][C]46.5719200617635[/C][/ROW]
[ROW][C]139[/C][C]360.5[/C][C]378.775508177[/C][C]-18.2755081769998[/C][/ROW]
[ROW][C]140[/C][C]334.7[/C][C]360.472067144942[/C][C]-25.772067144942[/C][/ROW]
[ROW][C]141[/C][C]319.5[/C][C]333.539056996898[/C][C]-14.0390569968982[/C][/ROW]
[ROW][C]142[/C][C]323.1[/C][C]317.721861877974[/C][C]5.3781381220262[/C][/ROW]
[ROW][C]143[/C][C]363.6[/C][C]321.558299453414[/C][C]42.0417005465858[/C][/ROW]
[ROW][C]144[/C][C]352.1[/C][C]363.906566924254[/C][C]-11.8065669242541[/C][/ROW]
[ROW][C]145[/C][C]411.9[/C][C]351.887518139246[/C][C]60.0124818607543[/C][/ROW]
[ROW][C]146[/C][C]388.6[/C][C]414.325830020676[/C][C]-25.7258300206761[/C][/ROW]
[ROW][C]147[/C][C]416.4[/C][C]389.894852582338[/C][C]26.5051474176623[/C][/ROW]
[ROW][C]148[/C][C]360.7[/C][C]418.860090932475[/C][C]-58.1600909324752[/C][/ROW]
[ROW][C]149[/C][C]338[/C][C]360.603215193054[/C][C]-22.6032151930538[/C][/ROW]
[ROW][C]150[/C][C]417.2[/C][C]336.909516393182[/C][C]80.290483606818[/C][/ROW]
[ROW][C]151[/C][C]388.4[/C][C]419.63930436891[/C][C]-31.2393043689097[/C][/ROW]
[ROW][C]152[/C][C]371.1[/C][C]389.465939606636[/C][C]-18.3659396066365[/C][/ROW]
[ROW][C]153[/C][C]331.5[/C][C]371.358522963041[/C][C]-39.8585229630414[/C][/ROW]
[ROW][C]154[/C][C]353.7[/C][C]330.006233915012[/C][C]23.693766084988[/C][/ROW]
[ROW][C]155[/C][C]396.7[/C][C]353.24787629739[/C][C]43.4521237026099[/C][/ROW]
[ROW][C]156[/C][C]447[/C][C]398.158149805224[/C][C]48.8418501947756[/C][/ROW]
[ROW][C]157[/C][C]533.5[/C][C]450.60537034476[/C][C]82.89462965524[/C][/ROW]
[ROW][C]158[/C][C]565.4[/C][C]540.749643661662[/C][C]24.6503563383382[/C][/ROW]
[ROW][C]159[/C][C]542.3[/C][C]573.733340352624[/C][C]-31.4333403526241[/C][/ROW]
[ROW][C]160[/C][C]488.7[/C][C]549.251445240907[/C][C]-60.5514452409071[/C][/ROW]
[ROW][C]161[/C][C]467.1[/C][C]492.9894390638[/C][C]-25.8894390637997[/C][/ROW]
[ROW][C]162[/C][C]531.3[/C][C]470.251268927059[/C][C]61.0487310729407[/C][/ROW]
[ROW][C]163[/C][C]496.1[/C][C]537.135137141503[/C][C]-41.0351371415035[/C][/ROW]
[ROW][C]164[/C][C]444[/C][C]500.131120934879[/C][C]-56.1311209348791[/C][/ROW]
[ROW][C]165[/C][C]403.4[/C][C]445.563444233487[/C][C]-42.163444233487[/C][/ROW]
[ROW][C]166[/C][C]386.3[/C][C]403.10982457914[/C][C]-16.8098245791398[/C][/ROW]
[ROW][C]167[/C][C]394.1[/C][C]385.270818983357[/C][C]8.82918101664285[/C][/ROW]
[ROW][C]168[/C][C]404.1[/C][C]393.458973788112[/C][C]10.6410262118881[/C][/ROW]
[ROW][C]169[/C][C]462.1[/C][C]403.926782234204[/C][C]58.1732177657955[/C][/ROW]
[ROW][C]170[/C][C]448.1[/C][C]464.484235064912[/C][C]-16.3842350649115[/C][/ROW]
[ROW][C]171[/C][C]432.3[/C][C]449.763939541387[/C][C]-17.4639395413869[/C][/ROW]
[ROW][C]172[/C][C]386.3[/C][C]433.196177273272[/C][C]-46.8961772732719[/C][/ROW]
[ROW][C]173[/C][C]395.2[/C][C]385.134493805809[/C][C]10.0655061941912[/C][/ROW]
[ROW][C]174[/C][C]421.9[/C][C]394.477000827038[/C][C]27.4229991729625[/C][/ROW]
[ROW][C]175[/C][C]382.9[/C][C]422.382590436052[/C][C]-39.4825904360519[/C][/ROW]
[ROW][C]176[/C][C]384.2[/C][C]381.6468284041[/C][C]2.55317159589987[/C][/ROW]
[ROW][C]177[/C][C]345.5[/C][C]383.059072769738[/C][C]-37.5590727697376[/C][/ROW]
[ROW][C]178[/C][C]323.4[/C][C]342.707873804598[/C][C]-19.3078738045985[/C][/ROW]
[ROW][C]179[/C][C]372.6[/C][C]319.759047172465[/C][C]52.840952827535[/C][/ROW]
[ROW][C]180[/C][C]376[/C][C]371.282079137623[/C][C]4.71792086237701[/C][/ROW]
[ROW][C]181[/C][C]462.7[/C][C]374.889491767145[/C][C]87.8105082328554[/C][/ROW]
[ROW][C]182[/C][C]487[/C][C]465.449880472993[/C][C]21.550119527007[/C][/ROW]
[ROW][C]183[/C][C]444.2[/C][C]490.697282323933[/C][C]-46.4972823239326[/C][/ROW]
[ROW][C]184[/C][C]399.3[/C][C]445.85313536307[/C][C]-46.5531353630703[/C][/ROW]
[ROW][C]185[/C][C]394.9[/C][C]398.906532950739[/C][C]-4.00653295073869[/C][/ROW]
[ROW][C]186[/C][C]455.4[/C][C]394.330394868134[/C][C]61.0696051318656[/C][/ROW]
[ROW][C]187[/C][C]414[/C][C]457.515180762967[/C][C]-43.5151807629672[/C][/ROW]
[ROW][C]188[/C][C]375.5[/C][C]414.202135095302[/C][C]-38.7021350953024[/C][/ROW]
[ROW][C]189[/C][C]347[/C][C]374.000684002252[/C][C]-27.0006840022518[/C][/ROW]
[ROW][C]190[/C][C]339.4[/C][C]344.313660516451[/C][C]-4.91366051645133[/C][/ROW]
[ROW][C]191[/C][C]385.8[/C][C]336.497642639504[/C][C]49.3023573604955[/C][/ROW]
[ROW][C]192[/C][C]378.8[/C][C]385.065108326202[/C][C]-6.26510832620176[/C][/ROW]
[ROW][C]193[/C][C]451.8[/C][C]377.789677128842[/C][C]74.0103228711585[/C][/ROW]
[ROW][C]194[/C][C]446.1[/C][C]454.04337216236[/C][C]-7.94337216236045[/C][/ROW]
[ROW][C]195[/C][C]422.5[/C][C]447.994159923426[/C][C]-25.4941599234265[/C][/ROW]
[ROW][C]196[/C][C]383.1[/C][C]423.273367332493[/C][C]-40.1733673324929[/C][/ROW]
[ROW][C]197[/C][C]352.8[/C][C]382.107236869895[/C][C]-29.307236869895[/C][/ROW]
[ROW][C]198[/C][C]445.3[/C][C]350.518811048328[/C][C]94.7811889516724[/C][/ROW]
[ROW][C]199[/C][C]367.5[/C][C]447.185649832425[/C][C]-79.6856498324245[/C][/ROW]
[ROW][C]200[/C][C]355.1[/C][C]365.882451994011[/C][C]-10.7824519940115[/C][/ROW]
[ROW][C]201[/C][C]326.2[/C][C]353.008426085989[/C][C]-26.8084260859886[/C][/ROW]
[ROW][C]202[/C][C]319.8[/C][C]322.929854780952[/C][C]-3.12985478095197[/C][/ROW]
[ROW][C]203[/C][C]331.8[/C][C]316.392257854451[/C][C]15.407742145549[/C][/ROW]
[ROW][C]204[/C][C]340.9[/C][C]329.069624094077[/C][C]11.8303759059234[/C][/ROW]
[ROW][C]205[/C][C]394.1[/C][C]338.689719586658[/C][C]55.4102804133423[/C][/ROW]
[ROW][C]206[/C][C]417.2[/C][C]394.325706178699[/C][C]22.874293821301[/C][/ROW]
[ROW][C]207[/C][C]369.9[/C][C]418.431322332153[/C][C]-48.5313223321535[/C][/ROW]
[ROW][C]208[/C][C]349.2[/C][C]368.997753441809[/C][C]-19.7977534418092[/C][/ROW]
[ROW][C]209[/C][C]321.4[/C][C]347.427390368801[/C][C]-26.0273903688014[/C][/ROW]
[ROW][C]210[/C][C]405.7[/C][C]318.483155517592[/C][C]87.2168444824079[/C][/ROW]
[ROW][C]211[/C][C]342.9[/C][C]406.617445150751[/C][C]-63.7174451507507[/C][/ROW]
[ROW][C]212[/C][C]316.5[/C][C]341.016253008995[/C][C]-24.5162530089947[/C][/ROW]
[ROW][C]213[/C][C]284.2[/C][C]313.538451865028[/C][C]-29.3384518650283[/C][/ROW]
[ROW][C]214[/C][C]270.9[/C][C]279.948653747399[/C][C]-9.0486537473987[/C][/ROW]
[ROW][C]215[/C][C]288.8[/C][C]266.250850324636[/C][C]22.5491496753644[/C][/ROW]
[ROW][C]216[/C][C]278.8[/C][C]285.142172257341[/C][C]-6.34217225734136[/C][/ROW]
[ROW][C]217[/C][C]324.4[/C][C]274.863353120025[/C][C]49.5366468799749[/C][/ROW]
[ROW][C]218[/C][C]310.9[/C][C]322.641118811051[/C][C]-11.741118811051[/C][/ROW]
[ROW][C]219[/C][C]299[/C][C]308.624947303058[/C][C]-9.6249473030577[/C][/ROW]
[ROW][C]220[/C][C]273[/C][C]296.301808448599[/C][C]-23.3018084485988[/C][/ROW]
[ROW][C]221[/C][C]279.3[/C][C]269.277397589681[/C][C]10.0226024103189[/C][/ROW]
[ROW][C]222[/C][C]359.2[/C][C]276.018018443912[/C][C]83.181981556088[/C][/ROW]
[ROW][C]223[/C][C]305[/C][C]359.574924531708[/C][C]-54.5749245317082[/C][/ROW]
[ROW][C]224[/C][C]282.1[/C][C]302.975662455624[/C][C]-20.8756624556244[/C][/ROW]
[ROW][C]225[/C][C]250.3[/C][C]279.157911571447[/C][C]-28.8579115714467[/C][/ROW]
[ROW][C]226[/C][C]246.5[/C][C]246.089239311751[/C][C]0.410760688248786[/C][/ROW]
[ROW][C]227[/C][C]257.9[/C][C]242.307297468498[/C][C]15.5927025315015[/C][/ROW]
[ROW][C]228[/C][C]266.5[/C][C]254.392795069613[/C][C]12.1072049303871[/C][/ROW]
[ROW][C]229[/C][C]315.9[/C][C]263.52506071883[/C][C]52.3749392811698[/C][/ROW]
[ROW][C]230[/C][C]318.4[/C][C]315.227605461361[/C][C]3.17239453863897[/C][/ROW]
[ROW][C]231[/C][C]295.4[/C][C]317.867072551279[/C][C]-22.467072551279[/C][/ROW]
[ROW][C]232[/C][C]266.4[/C][C]293.879358952123[/C][C]-27.4793589521225[/C][/ROW]
[ROW][C]233[/C][C]245.8[/C][C]263.67129161397[/C][C]-17.8712916139695[/C][/ROW]
[ROW][C]234[/C][C]362.8[/C][C]242.28562104112[/C][C]120.51437895888[/C][/ROW]
[ROW][C]235[/C][C]324.9[/C][C]364.583760828576[/C][C]-39.683760828576[/C][/ROW]
[ROW][C]236[/C][C]294.2[/C][C]324.93915479917[/C][C]-30.7391547991702[/C][/ROW]
[ROW][C]237[/C][C]289.5[/C][C]292.88777797193[/C][C]-3.38777797193023[/C][/ROW]
[ROW][C]238[/C][C]295.2[/C][C]288.03884204064[/C][C]7.16115795936037[/C][/ROW]
[ROW][C]239[/C][C]290.3[/C][C]294.053666016306[/C][C]-3.75366601630554[/C][/ROW]
[ROW][C]240[/C][C]272[/C][C]288.988644651705[/C][C]-16.9886446517048[/C][/ROW]
[ROW][C]241[/C][C]307.4[/C][C]269.941777639306[/C][C]37.4582223606942[/C][/ROW]
[ROW][C]242[/C][C]328.7[/C][C]306.988542946243[/C][C]21.7114570537572[/C][/ROW]
[ROW][C]243[/C][C]292.9[/C][C]329.243037633548[/C][C]-36.3430376335482[/C][/ROW]
[ROW][C]244[/C][C]249.1[/C][C]291.845298879495[/C][C]-42.7452988794946[/C][/ROW]
[ROW][C]245[/C][C]230.4[/C][C]246.166099312799[/C][C]-15.7660993127988[/C][/ROW]
[ROW][C]246[/C][C]361.5[/C][C]226.772978717699[/C][C]134.727021282301[/C][/ROW]
[ROW][C]247[/C][C]321.7[/C][C]363.795944907025[/C][C]-42.0959449070253[/C][/ROW]
[ROW][C]248[/C][C]277.2[/C][C]322.145292706606[/C][C]-44.9452927066056[/C][/ROW]
[ROW][C]249[/C][C]260.7[/C][C]275.669375429307[/C][C]-14.9693754293075[/C][/ROW]
[ROW][C]250[/C][C]251[/C][C]258.511280982483[/C][C]-7.51128098248267[/C][/ROW]
[ROW][C]251[/C][C]257.6[/C][C]248.481064646707[/C][C]9.11893535329273[/C][/ROW]
[ROW][C]252[/C][C]241.8[/C][C]255.481957839967[/C][C]-13.6819578399669[/C][/ROW]
[ROW][C]253[/C][C]287.5[/C][C]239.080461770963[/C][C]48.4195382290371[/C][/ROW]
[ROW][C]254[/C][C]292.3[/C][C]286.909116328184[/C][C]5.39088367181597[/C][/ROW]
[ROW][C]255[/C][C]274.7[/C][C]291.946114232649[/C][C]-17.2461142326493[/C][/ROW]
[ROW][C]256[/C][C]254.2[/C][C]273.587928157391[/C][C]-19.3879281573912[/C][/ROW]
[ROW][C]257[/C][C]230[/C][C]252.235582118235[/C][C]-22.2355821182347[/C][/ROW]
[ROW][C]258[/C][C]339[/C][C]227.058045467956[/C][C]111.941954532044[/C][/ROW]
[ROW][C]259[/C][C]318.2[/C][C]340.979318168487[/C][C]-22.7793181684872[/C][/ROW]
[ROW][C]260[/C][C]287[/C][C]319.177877402977[/C][C]-32.1778774029769[/C][/ROW]
[ROW][C]261[/C][C]295.8[/C][C]286.56325041807[/C][C]9.2367495819305[/C][/ROW]
[ROW][C]262[/C][C]284[/C][C]295.769323045167[/C][C]-11.7693230451665[/C][/ROW]
[ROW][C]263[/C][C]271[/C][C]283.451911602352[/C][C]-12.4519116023519[/C][/ROW]
[ROW][C]264[/C][C]262.7[/C][C]269.90449171055[/C][C]-7.20449171054952[/C][/ROW]
[ROW][C]265[/C][C]340.6[/C][C]261.287762665353[/C][C]79.3122373346467[/C][/ROW]
[ROW][C]266[/C][C]379.4[/C][C]342.674544275025[/C][C]36.7254557249749[/C][/ROW]
[ROW][C]267[/C][C]373.3[/C][C]383.089095168204[/C][C]-9.78909516820363[/C][/ROW]
[ROW][C]268[/C][C]355.2[/C][C]376.558739927261[/C][C]-21.3587399272615[/C][/ROW]
[ROW][C]269[/C][C]338.4[/C][C]357.519751643904[/C][C]-19.1197516439036[/C][/ROW]
[ROW][C]270[/C][C]466.9[/C][C]339.879195373474[/C][C]127.020804626526[/C][/ROW]
[ROW][C]271[/C][C]451[/C][C]473.963375324781[/C][C]-22.9633753247812[/C][/ROW]
[ROW][C]272[/C][C]422[/C][C]457.053842906214[/C][C]-35.0538429062138[/C][/ROW]
[ROW][C]273[/C][C]429.2[/C][C]426.512780657799[/C][C]2.68721934220059[/C][/ROW]
[ROW][C]274[/C][C]425.9[/C][C]433.830918126851[/C][C]-7.93091812685105[/C][/ROW]
[ROW][C]275[/C][C]460.7[/C][C]430.182253401182[/C][C]30.5177465988184[/C][/ROW]
[ROW][C]276[/C][C]463.6[/C][C]466.323896521907[/C][C]-2.72389652190714[/C][/ROW]
[ROW][C]277[/C][C]541.4[/C][C]469.104146624307[/C][C]72.2958533756926[/C][/ROW]
[ROW][C]278[/C][C]544.2[/C][C]550.082468917023[/C][C]-5.88246891702317[/C][/ROW]
[ROW][C]279[/C][C]517.5[/C][C]552.623859588518[/C][C]-35.1238595885184[/C][/ROW]
[ROW][C]280[/C][C]469.4[/C][C]524.379719216369[/C][C]-54.9797192163687[/C][/ROW]
[ROW][C]281[/C][C]439.4[/C][C]473.862661265277[/C][C]-34.4626612652775[/C][/ROW]
[ROW][C]282[/C][C]549[/C][C]442.34758896927[/C][C]106.65241103073[/C][/ROW]
[ROW][C]283[/C][C]533[/C][C]556.636318954783[/C][C]-23.6363189547828[/C][/ROW]
[ROW][C]284[/C][C]506.1[/C][C]539.597202104452[/C][C]-33.497202104452[/C][/ROW]
[ROW][C]285[/C][C]484[/C][C]511.224574018316[/C][C]-27.2245740183164[/C][/ROW]
[ROW][C]286[/C][C]457[/C][C]487.927707718634[/C][C]-30.9277077186345[/C][/ROW]
[ROW][C]287[/C][C]481.5[/C][C]459.568041592364[/C][C]21.9319584076359[/C][/ROW]
[ROW][C]288[/C][C]469.5[/C][C]485.032230118747[/C][C]-15.5322301187471[/C][/ROW]
[ROW][C]289[/C][C]544.7[/C][C]472.349391049327[/C][C]72.3506089506733[/C][/ROW]
[ROW][C]290[/C][C]541.2[/C][C]550.730120546004[/C][C]-9.53012054600367[/C][/ROW]
[ROW][C]291[/C][C]521.5[/C][C]546.811150533627[/C][C]-25.3111505336266[/C][/ROW]
[ROW][C]292[/C][C]469.7[/C][C]525.998403533086[/C][C]-56.2984035330861[/C][/ROW]
[ROW][C]293[/C][C]434.4[/C][C]471.723372633822[/C][C]-37.3233726338217[/C][/ROW]
[ROW][C]294[/C][C]542.6[/C][C]434.782535687545[/C][C]107.817464312455[/C][/ROW]
[ROW][C]295[/C][C]517.3[/C][C]547.722484583198[/C][C]-30.422484583198[/C][/ROW]
[ROW][C]296[/C][C]485.7[/C][C]521.085029439704[/C][C]-35.3850294397042[/C][/ROW]
[ROW][C]297[/C][C]465.8[/C][C]487.929407330754[/C][C]-22.1294073307544[/C][/ROW]
[ROW][C]298[/C][C]447[/C][C]467.056538412831[/C][C]-20.0565384128315[/C][/ROW]
[ROW][C]299[/C][C]426.6[/C][C]447.37479844884[/C][C]-20.7747984488399[/C][/ROW]
[ROW][C]300[/C][C]411.6[/C][C]426.061481820658[/C][C]-14.461481820658[/C][/ROW]
[ROW][C]301[/C][C]467.5[/C][C]410.425715757874[/C][C]57.0742842421264[/C][/ROW]
[ROW][C]302[/C][C]484.5[/C][C]468.83485648279[/C][C]15.6651435172097[/C][/ROW]
[ROW][C]303[/C][C]451.2[/C][C]486.523538786609[/C][C]-35.3235387866094[/C][/ROW]
[ROW][C]304[/C][C]417.4[/C][C]451.670619973968[/C][C]-34.2706199739677[/C][/ROW]
[ROW][C]305[/C][C]379.9[/C][C]416.363990335302[/C][C]-36.4639903353019[/C][/ROW]
[ROW][C]306[/C][C]484.7[/C][C]377.260934171599[/C][C]107.439065828401[/C][/ROW]
[ROW][C]307[/C][C]455[/C][C]486.784247640996[/C][C]-31.7842476409962[/C][/ROW]
[ROW][C]308[/C][C]420.8[/C][C]455.686925690737[/C][C]-34.886925690737[/C][/ROW]
[ROW][C]309[/C][C]416.5[/C][C]419.953201576976[/C][C]-3.45320157697648[/C][/ROW]
[ROW][C]310[/C][C]376.3[/C][C]415.501389446116[/C][C]-39.2013894461159[/C][/ROW]
[ROW][C]311[/C][C]405.6[/C][C]373.57798977429[/C][C]32.0220102257098[/C][/ROW]
[ROW][C]312[/C][C]405.8[/C][C]404.285764414269[/C][C]1.51423558573066[/C][/ROW]
[ROW][C]313[/C][C]500.8[/C][C]404.552334327948[/C][C]96.2476656720519[/C][/ROW]
[ROW][C]314[/C][C]514[/C][C]503.783643416143[/C][C]10.2163565838573[/C][/ROW]
[ROW][C]315[/C][C]475.5[/C][C]517.432782230676[/C][C]-41.9327822306757[/C][/ROW]
[ROW][C]316[/C][C]430.1[/C][C]477.089303105161[/C][C]-46.989303105161[/C][/ROW]
[ROW][C]317[/C][C]414.4[/C][C]429.623525572911[/C][C]-15.2235255729114[/C][/ROW]
[ROW][C]318[/C][C]538[/C][C]413.254257994719[/C][C]124.745742005281[/C][/ROW]
[ROW][C]319[/C][C]526[/C][C]542.338420007115[/C][C]-16.3384200071155[/C][/ROW]
[ROW][C]320[/C][C]488.5[/C][C]529.620138638106[/C][C]-41.1201386381064[/C][/ROW]
[ROW][C]321[/C][C]520.2[/C][C]490.312385534565[/C][C]29.8876144654348[/C][/ROW]
[ROW][C]322[/C][C]504.4[/C][C]523.326326333327[/C][C]-18.9263263333266[/C][/ROW]
[ROW][C]323[/C][C]568.5[/C][C]506.694273565489[/C][C]61.805726434511[/C][/ROW]
[ROW][C]324[/C][C]610.6[/C][C]573.51142135436[/C][C]37.08857864564[/C][/ROW]
[ROW][C]325[/C][C]818[/C][C]617.241936118492[/C][C]200.758063881508[/C][/ROW]
[ROW][C]326[/C][C]830.9[/C][C]833.467806484269[/C][C]-2.567806484269[/C][/ROW]
[ROW][C]327[/C][C]835.9[/C][C]846.254918729145[/C][C]-10.3549187291453[/C][/ROW]
[ROW][C]328[/C][C]782[/C][C]850.799688345944[/C][C]-68.7996883459437[/C][/ROW]
[ROW][C]329[/C][C]762.3[/C][C]793.875066974293[/C][C]-31.5750669742933[/C][/ROW]
[ROW][C]330[/C][C]856.9[/C][C]772.786941174922[/C][C]84.1130588250784[/C][/ROW]
[ROW][C]331[/C][C]820.9[/C][C]871.084779951138[/C][C]-50.1847799511378[/C][/ROW]
[ROW][C]332[/C][C]769.6[/C][C]832.878520567977[/C][C]-63.2785205679768[/C][/ROW]
[ROW][C]333[/C][C]752.2[/C][C]778.796624744351[/C][C]-26.5966247443513[/C][/ROW]
[ROW][C]334[/C][C]724.4[/C][C]760.227364802198[/C][C]-35.8273648021983[/C][/ROW]
[ROW][C]335[/C][C]723.1[/C][C]730.852296427967[/C][C]-7.75229642796717[/C][/ROW]
[ROW][C]336[/C][C]719.5[/C][C]729.211484397868[/C][C]-9.71148439786771[/C][/ROW]
[ROW][C]337[/C][C]817.4[/C][C]725.18454113742[/C][C]92.2154588625805[/C][/ROW]
[ROW][C]338[/C][C]803.3[/C][C]827.138583450371[/C][C]-23.8385834503706[/C][/ROW]
[ROW][C]339[/C][C]752.5[/C][C]811.99057450284[/C][C]-59.49057450284[/C][/ROW]
[ROW][C]340[/C][C]689[/C][C]758.575207087972[/C][C]-69.5752070879721[/C][/ROW]
[ROW][C]341[/C][C]630.4[/C][C]692.016491803724[/C][C]-61.6164918037235[/C][/ROW]
[ROW][C]342[/C][C]765.5[/C][C]630.707663283766[/C][C]134.792336716234[/C][/ROW]
[ROW][C]343[/C][C]757.7[/C][C]771.733500917167[/C][C]-14.0335009171666[/C][/ROW]
[ROW][C]344[/C][C]732.2[/C][C]763.316550058615[/C][C]-31.1165500586147[/C][/ROW]
[ROW][C]345[/C][C]702.6[/C][C]736.448581909601[/C][C]-33.8485819096011[/C][/ROW]
[ROW][C]346[/C][C]683.3[/C][C]705.360506211801[/C][C]-22.0605062118008[/C][/ROW]
[ROW][C]347[/C][C]709.5[/C][C]685.090666374415[/C][C]24.4093336255853[/C][/ROW]
[ROW][C]348[/C][C]702.2[/C][C]712.363767051564[/C][C]-10.1637670515639[/C][/ROW]
[ROW][C]349[/C][C]784.8[/C][C]704.616940215866[/C][C]80.1830597841341[/C][/ROW]
[ROW][C]350[/C][C]810.9[/C][C]790.742005548254[/C][C]20.1579944517458[/C][/ROW]
[ROW][C]351[/C][C]755.6[/C][C]817.728205795584[/C][C]-62.1282057955835[/C][/ROW]
[ROW][C]352[/C][C]656.8[/C][C]759.696880937152[/C][C]-102.896880937152[/C][/ROW]
[ROW][C]353[/C][C]615.1[/C][C]656.373254266145[/C][C]-41.2732542661452[/C][/ROW]
[ROW][C]354[/C][C]745.3[/C][C]612.858769783262[/C][C]132.441230216738[/C][/ROW]
[ROW][C]355[/C][C]694.1[/C][C]748.881246382094[/C][C]-54.7812463820939[/C][/ROW]
[ROW][C]356[/C][C]675.7[/C][C]695.272913836461[/C][C]-19.5729138364612[/C][/ROW]
[ROW][C]357[/C][C]643.7[/C][C]676.012435323862[/C][C]-32.3124353238617[/C][/ROW]
[ROW][C]358[/C][C]622.1[/C][C]642.591892806878[/C][C]-20.4918928068782[/C][/ROW]
[ROW][C]359[/C][C]634.6[/C][C]620.09101347996[/C][C]14.5089865200397[/C][/ROW]
[ROW][C]360[/C][C]588[/C][C]633.228867978499[/C][C]-45.2288679784988[/C][/ROW]
[ROW][C]361[/C][C]689.7[/C][C]584.640483961184[/C][C]105.059516038816[/C][/ROW]
[ROW][C]362[/C][C]673.9[/C][C]690.959185951641[/C][C]-17.0591859516411[/C][/ROW]
[ROW][C]363[/C][C]647.9[/C][C]674.409217751889[/C][C]-26.5092177518893[/C][/ROW]
[ROW][C]364[/C][C]568.8[/C][C]647.243800458791[/C][C]-78.4438004587915[/C][/ROW]
[ROW][C]365[/C][C]545.7[/C][C]564.695197695533[/C][C]-18.9951976955331[/C][/ROW]
[ROW][C]366[/C][C]632.6[/C][C]540.760117155346[/C][C]91.8398828446539[/C][/ROW]
[ROW][C]367[/C][C]643.8[/C][C]631.697648125327[/C][C]12.1023518746726[/C][/ROW]
[ROW][C]368[/C][C]593.1[/C][C]643.429700421019[/C][C]-50.3297004210194[/C][/ROW]
[ROW][C]369[/C][C]579.7[/C][C]590.517069939952[/C][C]-10.817069939952[/C][/ROW]
[ROW][C]370[/C][C]546[/C][C]576.641522132897[/C][C]-30.6415221328966[/C][/ROW]
[ROW][C]371[/C][C]562.9[/C][C]541.594437503137[/C][C]21.3055624968628[/C][/ROW]
[ROW][C]372[/C][C]572.5[/C][C]559.431087962061[/C][C]13.068912037939[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=187324&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187324&T=2

As an alternative you can also use a QR Code:  

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

Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
3264.6326.3-61.6999999999999
4240.7307.487500232669-66.7875002326689
5201.4280.651340121782-79.2513401217816
6240.8237.8672357191722.93276428082802
7241.1277.396168011382-36.2961680113824
8223.8276.100489773362-52.3004897733616
9206.1256.501218033628-50.4012180336282
10174.7236.585443443848-61.8854434438483
11203.3202.464791078490.835208921510315
12220.5231.10150913368-10.6015091336805
13299.5247.83543796579651.6645620342039
14347.4329.10675259297718.2932474070233
15338.3377.810973489821-39.5109734898207
16327.7366.97396366165-39.2739636616496
17351.6354.647373429974-3.04737342997373
18396.6378.41340260793518.1865973920648
19438.8424.21293488013214.5870651198683
20395.6467.054221926221-71.4542219262206
21363.5420.712900040488-57.2129000404881
22378.8386.097665388168-7.29766538816773
23357401.076840174757-44.0768401747566
24369377.339102432152-8.33910243215178
25464.8388.97249281453575.8275071854652
26479.1488.106076211583-9.00607621158309
27431.3502.010144613066-70.7101446130663
28366.5451.101534389227-84.6015343892269
29326.3382.582220899006-56.2822208990058
30355.1339.90790143233815.1920985676624
31331.6369.375787393927-37.7757873939268
32261.3344.215061064644-82.9150610646436
33249270.26988952743-21.2698895274298
34205.5257.03480734924-51.5348073492399
35235.6211.26919709082424.3308029091761
36240.9242.438845344148-1.53884534414837
37264.9247.67119351857417.2288064814263
38253.8272.428618698027-18.6286186980268
39232.3260.509653967328-28.2096539673283
40193.8237.769480874575-43.9694808745752
41177197.336462938725-20.336462938725
42213.2179.64241673143833.5575832685624
43207.2217.317699337729-10.1176993377289
44180.6210.872897763993-30.2728977639928
45188.6182.942018863815.65798113618985
46175.4191.190759099069-15.7907590990691
47199177.29655439271221.7034456072875
48179.6201.850696875047-22.2506968750472
49225.8181.47249573896144.3275042610391
50234229.6212533563754.37874664362516
51200.2238.013754964998-37.8137549649978
52183.6202.551359478053-18.9513594780533
53178.2185.118206185106-6.91820618510633
54203.2179.41406303004223.7859369699577
55208.5205.4597574951443.0402425048562
56191.8210.893414822325-19.0934148223246
57172.8193.354016390183-20.5540163901834
58148173.450405941624-25.4504059416244
59159.4147.53153689470211.8684631052985
60154.5159.453306804129-4.9533068041294
61213.2154.33554596857558.8644540314252
62196.4215.623387425047-19.2233874250466
63182.8197.978275043884-15.1782750438837
64176.4183.710996801987-7.31099680198705
65153.6176.989585503375-23.3895855033752
66173.2153.16131572645720.0386842735434
67171173.642270773938-2.64227077393812
68151.2171.326109366166-20.1261093661661
69161.9150.64131087389711.258689126103
70157.2161.836273461174-4.63627346117426
71201.7156.93245027341544.7675497265846
72236.4203.40055348601432.9994465139858
73356.1239.551298882955116.548701117045
74398.3364.37509668948233.9249033105178
75403.7408.066527683591-4.36652768359102
76384.6413.274563253675-28.6745632536754
77365.8392.913951484568-27.1139514845682
78368.1372.921948452262-4.82194845226161
79367.9375.009962487029-7.10996248702924
80347374.497389203532-27.4973892035316
81343.3352.388529206501-9.08852920650088
82292.9348.288972750131-55.3889727501311
83311.5295.45392290090216.0460770990981
84300.9314.75935208077-13.8593520807703
85366.9303.55005727859163.3499427214088
86356.9372.335093014284-15.4350930142843
87329.7361.6565243561-31.9565243560999
88316.2333.05162865301-16.8516286530102
89269318.810785236471-49.8107852364714
90289.3269.42096767788919.8790323221106
91266.2290.594903991479-24.3949039914793
92253.6266.422437680281-12.8224376802807
93233.8253.258728454602-19.4587284546019
94228.4232.603269841868-4.20326984186826
95253.6227.01848267058626.5815173294137
96260.1253.38707844976.7129215502996
97306.6260.18219673403346.4178032659673
98309.2308.7228495793970.477150420603266
99309.5311.343826409297-1.84382640929732
100271311.56276678683-40.5627667868303
101279.9271.2795172654118.62048273458925
102317.9280.55849712621937.3415028737812
103298.4320.200131127141-21.8001311271414
104246.7299.741738086458-53.0417380864581
105227.3245.709879055366-18.4098790553664
106209.1225.50053071413-16.4005307141302
107259.9206.57951878955753.3204812104433
108266259.7236321263046.27636787369602
109320.6266.09955832398854.5004416760123
110308.5323.09554593121-14.5955459312103
111282.2310.353886045595-28.1538860455947
112262.7282.816164662318-20.1161646623185
113263.5262.4318033662711.06819663372909
114313.1263.27876419480349.8212358051966
115284.3315.069041188803-30.7690411888025
116252.6284.916350474611-32.3163504746108
117250.3251.795635836955-1.49563583695482
118246.5249.429883618807-2.92988361880651
119312.7245.50107796833167.1989220316687
120333.2314.65532530019218.544674699808
121446.4335.970599624478110.429400375522
122511.6454.0253763315357.5746236684697
123515.5521.756513338093-6.25651333809287
124506.4525.38145999978-18.9814599997803
125483.2515.446983406052-32.2469834060525
126522.3490.82931833334531.4706816666549
127509.8531.312855070761-21.5128550707607
128460.7517.867091466643-57.1670914666431
129405.8466.253870683786-60.4538706837862
130375408.696154149523-33.6961541495231
131378.5376.4147795905192.08522040948077
132406.8380.00645154960426.7935484503957
133467.8409.48436879332758.3156312066732
134469.8473.048082506129-3.24808250612853
135429.8474.905287967358-45.1052879673579
136355.8432.922336863357-77.1223368633569
137332.7355.531829232921-22.8318292329212
138378331.42807993823646.5719200617635
139360.5378.775508177-18.2755081769998
140334.7360.472067144942-25.772067144942
141319.5333.539056996898-14.0390569968982
142323.1317.7218618779745.3781381220262
143363.6321.55829945341442.0417005465858
144352.1363.906566924254-11.8065669242541
145411.9351.88751813924660.0124818607543
146388.6414.325830020676-25.7258300206761
147416.4389.89485258233826.5051474176623
148360.7418.860090932475-58.1600909324752
149338360.603215193054-22.6032151930538
150417.2336.90951639318280.290483606818
151388.4419.63930436891-31.2393043689097
152371.1389.465939606636-18.3659396066365
153331.5371.358522963041-39.8585229630414
154353.7330.00623391501223.693766084988
155396.7353.2478762973943.4521237026099
156447398.15814980522448.8418501947756
157533.5450.6053703447682.89462965524
158565.4540.74964366166224.6503563383382
159542.3573.733340352624-31.4333403526241
160488.7549.251445240907-60.5514452409071
161467.1492.9894390638-25.8894390637997
162531.3470.25126892705961.0487310729407
163496.1537.135137141503-41.0351371415035
164444500.131120934879-56.1311209348791
165403.4445.563444233487-42.163444233487
166386.3403.10982457914-16.8098245791398
167394.1385.2708189833578.82918101664285
168404.1393.45897378811210.6410262118881
169462.1403.92678223420458.1732177657955
170448.1464.484235064912-16.3842350649115
171432.3449.763939541387-17.4639395413869
172386.3433.196177273272-46.8961772732719
173395.2385.13449380580910.0655061941912
174421.9394.47700082703827.4229991729625
175382.9422.382590436052-39.4825904360519
176384.2381.64682840412.55317159589987
177345.5383.059072769738-37.5590727697376
178323.4342.707873804598-19.3078738045985
179372.6319.75904717246552.840952827535
180376371.2820791376234.71792086237701
181462.7374.88949176714587.8105082328554
182487465.44988047299321.550119527007
183444.2490.697282323933-46.4972823239326
184399.3445.85313536307-46.5531353630703
185394.9398.906532950739-4.00653295073869
186455.4394.33039486813461.0696051318656
187414457.515180762967-43.5151807629672
188375.5414.202135095302-38.7021350953024
189347374.000684002252-27.0006840022518
190339.4344.313660516451-4.91366051645133
191385.8336.49764263950449.3023573604955
192378.8385.065108326202-6.26510832620176
193451.8377.78967712884274.0103228711585
194446.1454.04337216236-7.94337216236045
195422.5447.994159923426-25.4941599234265
196383.1423.273367332493-40.1733673324929
197352.8382.107236869895-29.307236869895
198445.3350.51881104832894.7811889516724
199367.5447.185649832425-79.6856498324245
200355.1365.882451994011-10.7824519940115
201326.2353.008426085989-26.8084260859886
202319.8322.929854780952-3.12985478095197
203331.8316.39225785445115.407742145549
204340.9329.06962409407711.8303759059234
205394.1338.68971958665855.4102804133423
206417.2394.32570617869922.874293821301
207369.9418.431322332153-48.5313223321535
208349.2368.997753441809-19.7977534418092
209321.4347.427390368801-26.0273903688014
210405.7318.48315551759287.2168444824079
211342.9406.617445150751-63.7174451507507
212316.5341.016253008995-24.5162530089947
213284.2313.538451865028-29.3384518650283
214270.9279.948653747399-9.0486537473987
215288.8266.25085032463622.5491496753644
216278.8285.142172257341-6.34217225734136
217324.4274.86335312002549.5366468799749
218310.9322.641118811051-11.741118811051
219299308.624947303058-9.6249473030577
220273296.301808448599-23.3018084485988
221279.3269.27739758968110.0226024103189
222359.2276.01801844391283.181981556088
223305359.574924531708-54.5749245317082
224282.1302.975662455624-20.8756624556244
225250.3279.157911571447-28.8579115714467
226246.5246.0892393117510.410760688248786
227257.9242.30729746849815.5927025315015
228266.5254.39279506961312.1072049303871
229315.9263.5250607188352.3749392811698
230318.4315.2276054613613.17239453863897
231295.4317.867072551279-22.467072551279
232266.4293.879358952123-27.4793589521225
233245.8263.67129161397-17.8712916139695
234362.8242.28562104112120.51437895888
235324.9364.583760828576-39.683760828576
236294.2324.93915479917-30.7391547991702
237289.5292.88777797193-3.38777797193023
238295.2288.038842040647.16115795936037
239290.3294.053666016306-3.75366601630554
240272288.988644651705-16.9886446517048
241307.4269.94177763930637.4582223606942
242328.7306.98854294624321.7114570537572
243292.9329.243037633548-36.3430376335482
244249.1291.845298879495-42.7452988794946
245230.4246.166099312799-15.7660993127988
246361.5226.772978717699134.727021282301
247321.7363.795944907025-42.0959449070253
248277.2322.145292706606-44.9452927066056
249260.7275.669375429307-14.9693754293075
250251258.511280982483-7.51128098248267
251257.6248.4810646467079.11893535329273
252241.8255.481957839967-13.6819578399669
253287.5239.08046177096348.4195382290371
254292.3286.9091163281845.39088367181597
255274.7291.946114232649-17.2461142326493
256254.2273.587928157391-19.3879281573912
257230252.235582118235-22.2355821182347
258339227.058045467956111.941954532044
259318.2340.979318168487-22.7793181684872
260287319.177877402977-32.1778774029769
261295.8286.563250418079.2367495819305
262284295.769323045167-11.7693230451665
263271283.451911602352-12.4519116023519
264262.7269.90449171055-7.20449171054952
265340.6261.28776266535379.3122373346467
266379.4342.67454427502536.7254557249749
267373.3383.089095168204-9.78909516820363
268355.2376.558739927261-21.3587399272615
269338.4357.519751643904-19.1197516439036
270466.9339.879195373474127.020804626526
271451473.963375324781-22.9633753247812
272422457.053842906214-35.0538429062138
273429.2426.5127806577992.68721934220059
274425.9433.830918126851-7.93091812685105
275460.7430.18225340118230.5177465988184
276463.6466.323896521907-2.72389652190714
277541.4469.10414662430772.2958533756926
278544.2550.082468917023-5.88246891702317
279517.5552.623859588518-35.1238595885184
280469.4524.379719216369-54.9797192163687
281439.4473.862661265277-34.4626612652775
282549442.34758896927106.65241103073
283533556.636318954783-23.6363189547828
284506.1539.597202104452-33.497202104452
285484511.224574018316-27.2245740183164
286457487.927707718634-30.9277077186345
287481.5459.56804159236421.9319584076359
288469.5485.032230118747-15.5322301187471
289544.7472.34939104932772.3506089506733
290541.2550.730120546004-9.53012054600367
291521.5546.811150533627-25.3111505336266
292469.7525.998403533086-56.2984035330861
293434.4471.723372633822-37.3233726338217
294542.6434.782535687545107.817464312455
295517.3547.722484583198-30.422484583198
296485.7521.085029439704-35.3850294397042
297465.8487.929407330754-22.1294073307544
298447467.056538412831-20.0565384128315
299426.6447.37479844884-20.7747984488399
300411.6426.061481820658-14.461481820658
301467.5410.42571575787457.0742842421264
302484.5468.8348564827915.6651435172097
303451.2486.523538786609-35.3235387866094
304417.4451.670619973968-34.2706199739677
305379.9416.363990335302-36.4639903353019
306484.7377.260934171599107.439065828401
307455486.784247640996-31.7842476409962
308420.8455.686925690737-34.886925690737
309416.5419.953201576976-3.45320157697648
310376.3415.501389446116-39.2013894461159
311405.6373.5779897742932.0220102257098
312405.8404.2857644142691.51423558573066
313500.8404.55233432794896.2476656720519
314514503.78364341614310.2163565838573
315475.5517.432782230676-41.9327822306757
316430.1477.089303105161-46.989303105161
317414.4429.623525572911-15.2235255729114
318538413.254257994719124.745742005281
319526542.338420007115-16.3384200071155
320488.5529.620138638106-41.1201386381064
321520.2490.31238553456529.8876144654348
322504.4523.326326333327-18.9263263333266
323568.5506.69427356548961.805726434511
324610.6573.5114213543637.08857864564
325818617.241936118492200.758063881508
326830.9833.467806484269-2.567806484269
327835.9846.254918729145-10.3549187291453
328782850.799688345944-68.7996883459437
329762.3793.875066974293-31.5750669742933
330856.9772.78694117492284.1130588250784
331820.9871.084779951138-50.1847799511378
332769.6832.878520567977-63.2785205679768
333752.2778.796624744351-26.5966247443513
334724.4760.227364802198-35.8273648021983
335723.1730.852296427967-7.75229642796717
336719.5729.211484397868-9.71148439786771
337817.4725.1845411374292.2154588625805
338803.3827.138583450371-23.8385834503706
339752.5811.99057450284-59.49057450284
340689758.575207087972-69.5752070879721
341630.4692.016491803724-61.6164918037235
342765.5630.707663283766134.792336716234
343757.7771.733500917167-14.0335009171666
344732.2763.316550058615-31.1165500586147
345702.6736.448581909601-33.8485819096011
346683.3705.360506211801-22.0605062118008
347709.5685.09066637441524.4093336255853
348702.2712.363767051564-10.1637670515639
349784.8704.61694021586680.1830597841341
350810.9790.74200554825420.1579944517458
351755.6817.728205795584-62.1282057955835
352656.8759.696880937152-102.896880937152
353615.1656.373254266145-41.2732542661452
354745.3612.858769783262132.441230216738
355694.1748.881246382094-54.7812463820939
356675.7695.272913836461-19.5729138364612
357643.7676.012435323862-32.3124353238617
358622.1642.591892806878-20.4918928068782
359634.6620.0910134799614.5089865200397
360588633.228867978499-45.2288679784988
361689.7584.640483961184105.059516038816
362673.9690.959185951641-17.0591859516411
363647.9674.409217751889-26.5092177518893
364568.8647.243800458791-78.4438004587915
365545.7564.695197695533-18.9951976955331
366632.6540.76011715534691.8398828446539
367643.8631.69764812532712.1023518746726
368593.1643.429700421019-50.3297004210194
369579.7590.517069939952-10.817069939952
370546576.641522132897-30.6415221328966
371562.9541.59443750313721.3055624968628
372572.5559.43108796206113.068912037939







Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
373569.605632870686482.369788627476656.841477113897
374566.711265741373440.60014829285692.822383189895
375563.816898612059405.984137006351721.649660217767
376560.922531482745374.747858224134747.097204741356
377558.028164353432345.465431752135770.590896954728
378555.133797224118317.423225338389792.844369109847
379552.239430094804290.207700307939814.27115988167
380549.34506296549263.556214436166835.133911494815
381546.450695836177237.291112548973855.61027912338
382543.556328706863211.286574192381875.826083221345
383540.66196157755185.450323549845895.873599605254
384537.767594448236159.712812200788915.822376695684

\begin{tabular}{lllllllll}
\hline
Extrapolation Forecasts of Exponential Smoothing \tabularnewline
t & Forecast & 95% Lower Bound & 95% Upper Bound \tabularnewline
373 & 569.605632870686 & 482.369788627476 & 656.841477113897 \tabularnewline
374 & 566.711265741373 & 440.60014829285 & 692.822383189895 \tabularnewline
375 & 563.816898612059 & 405.984137006351 & 721.649660217767 \tabularnewline
376 & 560.922531482745 & 374.747858224134 & 747.097204741356 \tabularnewline
377 & 558.028164353432 & 345.465431752135 & 770.590896954728 \tabularnewline
378 & 555.133797224118 & 317.423225338389 & 792.844369109847 \tabularnewline
379 & 552.239430094804 & 290.207700307939 & 814.27115988167 \tabularnewline
380 & 549.34506296549 & 263.556214436166 & 835.133911494815 \tabularnewline
381 & 546.450695836177 & 237.291112548973 & 855.61027912338 \tabularnewline
382 & 543.556328706863 & 211.286574192381 & 875.826083221345 \tabularnewline
383 & 540.66196157755 & 185.450323549845 & 895.873599605254 \tabularnewline
384 & 537.767594448236 & 159.712812200788 & 915.822376695684 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=187324&T=3

[TABLE]
[ROW][C]Extrapolation Forecasts of Exponential Smoothing[/C][/ROW]
[ROW][C]t[/C][C]Forecast[/C][C]95% Lower Bound[/C][C]95% Upper Bound[/C][/ROW]
[ROW][C]373[/C][C]569.605632870686[/C][C]482.369788627476[/C][C]656.841477113897[/C][/ROW]
[ROW][C]374[/C][C]566.711265741373[/C][C]440.60014829285[/C][C]692.822383189895[/C][/ROW]
[ROW][C]375[/C][C]563.816898612059[/C][C]405.984137006351[/C][C]721.649660217767[/C][/ROW]
[ROW][C]376[/C][C]560.922531482745[/C][C]374.747858224134[/C][C]747.097204741356[/C][/ROW]
[ROW][C]377[/C][C]558.028164353432[/C][C]345.465431752135[/C][C]770.590896954728[/C][/ROW]
[ROW][C]378[/C][C]555.133797224118[/C][C]317.423225338389[/C][C]792.844369109847[/C][/ROW]
[ROW][C]379[/C][C]552.239430094804[/C][C]290.207700307939[/C][C]814.27115988167[/C][/ROW]
[ROW][C]380[/C][C]549.34506296549[/C][C]263.556214436166[/C][C]835.133911494815[/C][/ROW]
[ROW][C]381[/C][C]546.450695836177[/C][C]237.291112548973[/C][C]855.61027912338[/C][/ROW]
[ROW][C]382[/C][C]543.556328706863[/C][C]211.286574192381[/C][C]875.826083221345[/C][/ROW]
[ROW][C]383[/C][C]540.66196157755[/C][C]185.450323549845[/C][C]895.873599605254[/C][/ROW]
[ROW][C]384[/C][C]537.767594448236[/C][C]159.712812200788[/C][C]915.822376695684[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=187324&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187324&T=3

As an alternative you can also use a QR Code:  

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

Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
373569.605632870686482.369788627476656.841477113897
374566.711265741373440.60014829285692.822383189895
375563.816898612059405.984137006351721.649660217767
376560.922531482745374.747858224134747.097204741356
377558.028164353432345.465431752135770.590896954728
378555.133797224118317.423225338389792.844369109847
379552.239430094804290.207700307939814.27115988167
380549.34506296549263.556214436166835.133911494815
381546.450695836177237.291112548973855.61027912338
382543.556328706863211.286574192381875.826083221345
383540.66196157755185.450323549845895.873599605254
384537.767594448236159.712812200788915.822376695684



Parameters (Session):
par1 = 12 ; par2 = 6 ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ;
Parameters (R input):
par1 = 12 ; par2 = Double ; par3 = additive ;
R code (references can be found in the software module):
par1 <- as.numeric(par1)
if (par2 == 'Single') K <- 1
if (par2 == 'Double') K <- 2
if (par2 == 'Triple') K <- par1
nx <- length(x)
nxmK <- nx - K
x <- ts(x, frequency = par1)
if (par2 == 'Single') fit <- HoltWinters(x, gamma=F, beta=F)
if (par2 == 'Double') fit <- HoltWinters(x, gamma=F)
if (par2 == 'Triple') fit <- HoltWinters(x, seasonal=par3)
fit
myresid <- x - fit$fitted[,'xhat']
bitmap(file='test1.png')
op <- par(mfrow=c(2,1))
plot(fit,ylab='Observed (black) / Fitted (red)',main='Interpolation Fit of Exponential Smoothing')
plot(myresid,ylab='Residuals',main='Interpolation Prediction Errors')
par(op)
dev.off()
bitmap(file='test2.png')
p <- predict(fit, par1, prediction.interval=TRUE)
np <- length(p[,1])
plot(fit,p,ylab='Observed (black) / Fitted (red)',main='Extrapolation Fit of Exponential Smoothing')
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(myresid),lag.max = nx/2,main='Residual ACF')
spectrum(myresid,main='Residals Periodogram')
cpgram(myresid,main='Residal Cumulative Periodogram')
qqnorm(myresid,main='Residual Normal QQ Plot')
qqline(myresid)
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Estimated Parameters of Exponential Smoothing',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Parameter',header=TRUE)
a<-table.element(a,'Value',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'alpha',header=TRUE)
a<-table.element(a,fit$alpha)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'beta',header=TRUE)
a<-table.element(a,fit$beta)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'gamma',header=TRUE)
a<-table.element(a,fit$gamma)
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,'Interpolation Forecasts of Exponential Smoothing',4,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,'Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:nxmK) {
a<-table.row.start(a)
a<-table.element(a,i+K,header=TRUE)
a<-table.element(a,x[i+K])
a<-table.element(a,fit$fitted[i,'xhat'])
a<-table.element(a,myresid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Extrapolation Forecasts of Exponential Smoothing',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Forecast',header=TRUE)
a<-table.element(a,'95% Lower Bound',header=TRUE)
a<-table.element(a,'95% Upper Bound',header=TRUE)
a<-table.row.end(a)
for (i in 1:np) {
a<-table.row.start(a)
a<-table.element(a,nx+i,header=TRUE)
a<-table.element(a,p[i,'fit'])
a<-table.element(a,p[i,'lwr'])
a<-table.element(a,p[i,'upr'])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')