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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, 26 Nov 2011 09:54:05 -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/2011/Nov/26/t1322320381wuserfu1x49ba4f.htm/, Retrieved Sun, 05 Feb 2023 14:54:19 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=147415, Retrieved Sun, 05 Feb 2023 14:54:19 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact104
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]
- RMPD    [Exponential Smoothing] [exponential smoot...] [2011-11-26 14:54:05] [f007bbc48ca3190e286f441a6cce1887] [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 time3 seconds
R Server'Herman Ole Andreas Wold' @ wold.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 & 3 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147415&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]3 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147415&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147415&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 time3 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net







Estimated Parameters of Exponential Smoothing
ParameterValue
alpha0.99994902353094
betaFALSE
gammaFALSE

\begin{tabular}{lllllllll}
\hline
Estimated Parameters of Exponential Smoothing \tabularnewline
Parameter & Value \tabularnewline
alpha & 0.99994902353094 \tabularnewline
beta & FALSE \tabularnewline
gamma & FALSE \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147415&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]0.99994902353094[/C][/ROW]
[ROW][C]beta[/C][C]FALSE[/C][/ROW]
[ROW][C]gamma[/C][C]FALSE[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147415&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147415&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
alpha0.99994902353094
betaFALSE
gammaFALSE







Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
2280.7235.145.6
3264.6280.697675473011-16.0976754730108
4240.7264.600820602656-23.9008206026557
5201.4240.701218379442-39.301218379442
6240.8201.40200343734339.3979965626573
7241.1240.7979916292470.302008370752787
8223.8241.09998460468-17.2999846046796
9206.1223.80088189213-17.70088189213
10174.7206.100902328458-31.4009023284581
11203.3174.70160070712628.598399292874
12220.5203.29854215458317.2014578454167
13299.5220.49912313041679.0008768695836
14347.4299.49597281424547.9040271857555
15338.3347.39755802184-9.09755802184026
16327.7338.300463761385-10.6004637613851
17351.6327.70054037421323.8994596257871
18396.6351.59878168993645.0012183100642
19438.8396.59770599678742.2022940032128
20395.6438.797848676065-43.1978486760655
21363.5395.602202073797-32.1022020737965
22378.8363.50163645691115.2983635430892
23357378.799220143444-21.7992201434442
24369357.00111124727111.9988887527288
25464.8368.99938833901995.8006116609812
26479.1464.79511642308414.3048835769163
27431.3479.099270787545-47.799270787545
28366.5431.302436638048-64.8024366380484
29326.3366.503303399406-40.2033033994063
30355.1326.30204942245228.7979505775481
31331.6355.098531982163-23.4985319821634
32261.3331.601197872189-70.3011978721885
33249261.303583706838-12.3035837068383
34205.5249.000627193254-43.5006271932542
35235.6205.50221750837630.0977824916238
36240.9235.5984657213225.30153427867799
37264.9240.89972974650224.0002702534981
38253.8264.898776550966-11.098776550966
39232.3253.800565776439-21.5005657764395
40193.8232.301096022926-38.5010960229261
41177193.80196264993-16.8019626499302
42213.2177.00085650472936.1991434952708
43207.2213.198154695482-5.99815469548162
44180.6207.200305764747-26.6003057647472
45188.6180.6013559896647.99864401033619
46175.4188.599592257371-13.1995922573711
47199175.40067286860623.5993271313937
48179.6198.998796989631-19.3987969896307
49225.8179.60098888217546.1990111178255
50234225.7976449375398.20235506246084
51200.2233.999581872901-33.7995818729009
52183.6200.20172298334-16.6017229833396
53178.2183.600846297218-5.40084629721801
54203.2178.20027531607424.9997246839258
55208.5203.1987256023085.30127439769188
56191.8208.49972975975-16.6997297597497
57172.8191.800851293257-19.0008512932574
58148172.800968596308-24.8009685963081
59159.4148.00126426580811.3987357341917
60154.5159.399418932701-4.89941893270051
61213.2154.50024975507858.6997502449223
62196.4213.197007693998-16.7970076939978
63182.8196.400856252143-13.600856252143
64176.4182.800693323628-6.40069332362793
65153.6176.400326284745-22.8003262847452
66173.2153.60116228012719.5988377198726
67171173.199000920455-2.19900092045535
68151.2171.000112097302-19.8001120973024
69161.9151.20100933980210.6989906601983
70157.2161.899454603234-4.69945460323365
71201.7157.20023956160244.4997604383978
72236.4201.69773155933934.7022684406612
73356.1236.398231000887119.701768999114
74398.3356.09389802647642.2061019735239
75403.7398.2978484819495.40215151805137
76384.6403.69972461739-19.0997246173902
77365.8384.600973636521-18.800973636521
78368.1365.8009584072512.29904159274912
79367.9368.099882802977-0.199882802977413
80347367.90001018932-20.9000101893195
81343.3347.001065408723-3.70106540872274
82292.9343.300188667246-50.4001886672463
83311.5292.90256922365818.5974307763418
84300.9311.499051968645-10.5990519686454
85366.9300.90054030224565.9994596977552
86356.9366.896635580585-9.99663558058472
87329.7356.900509593184-27.2005095931844
88316.2329.701386585936-13.5013865859357
89269316.200688253016-47.2006882530156
90289.3269.00240612442420.2975938755757
91266.2289.298965300334-23.0989653003338
92253.6266.20117750369-12.60117750369
93233.8253.600642363535-19.8006423635351
94228.4233.801009366833-5.40100936683282
95253.6228.40027532438725.1997246756131
96260.1253.5987154070156.50128459298529
97306.6260.09966858746746.5003314125329
98309.2306.5976295772942.60237042270552
99309.5309.1998673403450.300132659655333
100271309.499984700297-38.4999847002967
101279.9271.0019625932798.89803740672107
102317.9279.89954640947138.0004535905285
103298.4317.898062871053-19.4980628710533
104246.7298.400993942399-51.7009939423987
105227.3246.702635534118-19.4026355341181
106209.1227.30098907785-18.20098907785
107259.9209.10092782215750.7990721778434
108266259.8974104426696.10258955733121
109320.6265.99968891153254.6003110884678
110308.5320.597216668931-12.0972166689311
111282.2308.500616673391-26.3006166733912
112262.7282.201340712572-19.5013407125721
113263.5262.7009941094910.799005890508568
114313.1263.49995926950149.6000407304991
115284.3313.097471565058-28.7974715650583
116252.6284.301467993418-31.7014679934183
117250.3252.601616028902-2.30161602890232
118246.5250.300117328258-3.8001173282583
119312.7246.50019371656366.1998062834366
120333.2312.69662536762320.5033746323768
121446.4333.198954810357113.201045189643
122511.6446.39422941042265.2057705895778
123515.5511.5966760400533.90332395994699
124506.4515.499801022327-9.09980102232691
125483.2506.400463875725-23.2004638757252
126522.3483.20118267772939.098817322271
127509.8522.298006880348-12.4980068803484
128460.7509.800637104261-49.1006371042611
129405.8460.702502977108-54.9025029771082
130375405.802798735744-30.8027987357444
131378.5375.0015702179173.49842978208329
132406.8378.49982166240228.3001783375976
133467.8406.79855735683561.0014426431654
134469.8467.7968903618462.00310963815355
135429.8469.799897888544-39.9998978885435
136355.8429.802039053557-74.0020390535572
137332.7355.803772362654-23.1037723626542
138378332.70117774873745.298822251263
139360.5377.997690825989-17.497690825989
140334.7360.500891970495-25.800891970495
141319.5334.701315238371-15.2013152383713
142323.1319.5007749093763.59922509062409
143363.6323.09981652421440.5001834757865
144352.1363.59793544365-11.4979354436501
145411.9352.1005861241559.7994138758496
146388.6411.896951637029-23.2969516370287
147416.4388.60118759633427.7988124036656
148360.7416.3985829147-55.6985829146996
149338360.702839317089-22.7028393170887
150417.2338.00115731058679.1988426894139
151388.4417.195962722646-28.795962722646
152371.1388.401467916503-17.3014679165028
153331.5371.100881967744-39.600881967744
154353.7331.50201871313422.1979812868656
155396.7353.69886842529443.0011315747063
156447396.69780795414750.3021920458533
157533.5446.99743577186486.5025642281365
158565.4533.49559040471131.9044095952889
159542.3565.398373625851-23.0983736258514
160488.7542.301177473528-53.6011774735285
161467.1488.702732398765-21.6027323987651
162531.3467.1011012310264.1988987689802
163496.1531.296727366823-35.1967273668231
164444496.101794204884-52.1017942048837
165403.4444.0026559655-40.6026559655003
166386.3403.402069780036-17.1020697800355
167394.1386.3008718031317.79912819686899
168404.1394.09960242798310.0003975720172
169462.1404.09949021504358.0005097849574
170448.1462.097043338808-13.9970433388075
171432.3448.100713519847-15.8007135198467
172386.3432.300805464584-46.0008054645839
173395.2386.3023449586378.89765504136346
174421.9395.19954642896326.7004535710369
175382.9421.898638905155-38.9986389051546
176384.2382.9019880129091.29801198709049
177345.5384.199933831932-38.6999338319321
178323.4345.50197278598-22.1019727859796
179372.6323.40112668053249.1988733194681
180376372.5974920151563.40250798484357
181462.7375.99982655215786.700173447843
182487462.69558033129124.3044196687093
183444.2486.998761046503-42.7987610465028
184399.3444.202181729718-44.9021817297183
185394.9399.302288954678-4.40228895467772
186455.4394.90022441314760.4997755868533
187414455.396915935062-41.3969159350616
188375.5414.002110268604-38.5021102686043
189347375.501962701633-28.5019627016329
190339.4347.00145292942-7.60145292941985
191385.8339.4003874952346.3996125047699
192378.8385.797634711589-6.99763471158872
193451.8378.80035671470972.9996432852906
194446.1451.796278735943-5.69627873594266
195422.5446.100290376177-23.6002903761768
196383.1422.501203059472-39.4012030594722
197352.8383.102008534209-30.3020085342087
198445.3352.80154468940192.4984553105995
199367.5445.295284755355-77.7952847553548
200355.1367.503965728926-12.4039657289263
201326.2355.100632310375-28.9006323103752
202319.8326.201473252189-6.40147325218879
203331.8319.80032632450311.9996736754968
204340.9331.7993882990069.1006117009938
205394.1340.89953608294953.2004639170509
206417.2394.09728802819723.1027119718028
207369.9417.198822305318-47.298822305318
208349.2369.902411126952-20.7024111269518
209321.4349.20105533582-27.8010553358203
210405.7321.40141719963784.2985828003629
211342.9405.695702755902-62.7957027559021
212316.5342.903201103199-26.4032011031986
213284.2316.501345941964-32.3013459419641
214270.9284.201646608562-13.301646608562
215288.8270.90067807097717.8993219290232
216278.8288.79908755577-9.99908755576951
217324.4278.80050971817745.5994902818226
218310.9324.397675498994-13.4976754989945
219299310.900688063837-11.9006880638374
220273299.000606655057-26.0006066550569
221279.3273.0013254191216.29867458087932
222359.2279.2996789158179.9003210841899
223305359.195926963754-54.1959269637543
224282.1305.002762716994-22.9027627169941
225250.3282.101167501975-31.801167501975
226246.5250.301621111231-3.80162111123127
227257.9246.50019379322111.399806206779
228266.5257.8994188781328.6005811218684
229315.9266.49956157274349.4004384272574
230318.4315.8974817400792.50251825992103
231295.4318.399872430455-22.9998724304554
232266.4295.401172452285-29.0011724522853
233245.8266.40147837737-20.6014783773702
234362.8245.801050190625116.998949809375
235324.9362.794035806655-37.894035806655
236294.2324.901931704144-30.7019317041439
237289.5294.201565076072-4.70156507607157
238295.2289.5002396691875.69976033081338
239290.3295.199709446344-4.89970944634382
240272290.300249769887-18.300249769887
241307.4272.00093288211635.3990671178838
242328.7307.3981954805521.3018045194497
243292.9328.698914109221-35.798914109221
244249.1292.901824902237-43.8018249022375
245230.4249.102232862372-18.7022328623719
246361.5230.400953373795131.099046626205
247321.7361.493317033506-39.7933170335058
248277.2321.702028522795-44.5020285227945
249260.7277.20226855628-16.5022685562801
250251260.700841227382-9.70084122738245
251257.6251.0004945146336.59950548536733
252241.8257.599663580513-15.7996635805128
253287.5241.80080541106245.6991945889383
254292.3287.4976704164214.80232958357908
255274.7292.299755194195-17.5997551941946
256254.2274.700897173376-20.5008971733761
257230254.20104506335-24.2010450633504
258339230.001233683825108.998766316175
259318.2338.994443627761-20.7944436277613
260287318.201060027312-31.2010600273122
261295.8287.0015905198718.7984094801289
262284295.799551488151-11.7995514881514
263271284.000601499471-13.0006014994714
264262.7271.00066272476-8.30066272476012
265340.6262.70042313847777.8995768615235
266379.4340.5960289546338.8039710453696
267373.3379.398021910571-6.09802191057054
268355.2373.300310855625-18.1003108556253
269338.4355.200922689936-16.8009226899363
270466.9338.400856451716128.499143548284
271451466.893449567385-15.8934495673846
272422451.00081019194-29.0008101919402
273429.2422.0014783589037.19852164109653
274425.9429.199633044784-3.29963304478429
275460.7425.90016820364234.7998317963582
276463.6460.6982260274512.90177397254888
277541.4463.59985207780977.8001479221911
278544.2541.3960340231672.80396597683352
279517.5544.199857063715-26.6998570637152
280469.4517.501361064438-48.1013610644376
281439.4469.402452037544-30.0024520375441
282549439.401529419068109.598470580932
283533548.994413056955-15.9944130569554
284506.1533.000815338702-26.9008153387023
285484506.101371308581-22.1013713085808
286457484.001126649871-27.0011266498707
287481.5457.00137642209724.4986235779027
288469.5481.498751146673-11.9987511466732
289544.7469.50061165396775.1993883460335
290541.2544.696166600707-3.4961666007066
291521.5541.200178222229-19.7001782222286
292469.7521.501004245526-51.8010042455257
293434.4469.70264063229-35.3026406322902
294542.6434.401799603968108.198200396032
295517.3542.594484437785-25.2944844377852
296485.7517.301289423503-31.6012894235033
297465.8485.701610922153-19.9016109221525
298447465.801014513853-18.8010145138534
299426.6447.000958409335-20.4009584093346
300411.6426.601039968825-15.0010399688251
301467.5411.6007647000555.8992352999501
302484.5467.49715045436117.0028495456388
303451.2484.499133254766-33.2991332547662
304417.4451.201697472236-33.8016974722361
305379.9417.401723091185-37.5017230911854
306484.7379.901911705427104.798088294573
307455484.694657763494-29.6946577634945
308420.8455.001513728803-34.2015137288028
309416.5420.801743472406-4.30174347240643
310376.3416.500219287693-40.200219287693
311405.6376.30204926523529.2979507347653
312405.8405.5985064939210.201493506079146
313500.8405.79998972857395.0000102714275
314514500.79515723491613.2048427650843
315475.5513.999326863741-38.4993268637413
316430.1475.501962559745-45.4019625597447
317414.4430.10231443174-15.7023144317398
318538414.400800448546123.599199551454
319526537.993699349228-11.9936993492282
320488.5526.000611396444-37.5006113964438
321520.2488.50191164875731.6980883512434
322504.4520.19838414338-15.79838414338
323568.5504.4008053458464.0991946541595
324610.6568.49673244938742.1032675506131
325818610.597853724084207.402146275916
326830.9817.98942737090712.9105726290926
327835.9830.8993418645945.00065813540618
328782835.899745084105-53.8997450841052
329762.3782.002747618688-19.7027476186877
330856.9762.30100437650494.5989956234956
331820.9856.895177677226-35.9951776772265
332769.6820.901834907061-51.3018349070611
333752.2769.6026151864-17.4026151863999
334724.4752.200887123875-27.8008871238746
335723.1724.401417191062-1.30141719106223
336719.5723.100066341653-3.60006634165325
337817.4719.5001835186797.8998164813295
338803.3817.395009413034-14.0950094130342
339752.5803.300718513811-50.8007185138111
340689752.502589641256-63.5025896412556
341630.4689.003237137796-58.6032371377961
342765.5630.402987386105135.097012613895
343757.7765.493113231316-7.79311323131628
344732.2757.700397265396-25.5003972653955
345702.6732.201299920212-29.6012999202122
346683.3702.60150896975-19.3015089697496
347709.5683.30098392277526.1990160772252
348702.2709.498664466667-7.29866446666745
349784.8702.20037206014382.5996279398565
350810.9784.79578936262226.1042106373781
351755.6810.898669299514-55.298669299514
352656.8755.602818930905-98.8028189309047
353615.1656.805036618842-41.7050366188422
354745.3615.102125975509130.197874024491
355694.1745.293362972103-51.193362972103
356675.7694.102609656884-18.4026096568837
357643.7675.700938100062-32.0009381000618
358622.1643.701631294831-21.601631294831
359634.6622.10110117488912.4988988251107
360588634.599362850271-46.5993628502707
361689.7588.002375470979101.697624529021
362673.9689.69481581419-15.7948158141897
363647.9673.90080516394-26.0008051639396
364568.8647.90132542924-79.10132542924
365545.7568.804032306268-23.1040323062683
366632.6545.70117776198886.8988222380119
367643.8632.59557020487711.2044297951231
368593.1643.799428837731-50.6994288377311
369579.7593.102584477866-13.4025844778655
370546579.700683216433-33.700683216433
371562.9546.00171794183516.8982820581647
372572.5562.8991385852479.60086141475256

\begin{tabular}{lllllllll}
\hline
Interpolation Forecasts of Exponential Smoothing \tabularnewline
t & Observed & Fitted & Residuals \tabularnewline
2 & 280.7 & 235.1 & 45.6 \tabularnewline
3 & 264.6 & 280.697675473011 & -16.0976754730108 \tabularnewline
4 & 240.7 & 264.600820602656 & -23.9008206026557 \tabularnewline
5 & 201.4 & 240.701218379442 & -39.301218379442 \tabularnewline
6 & 240.8 & 201.402003437343 & 39.3979965626573 \tabularnewline
7 & 241.1 & 240.797991629247 & 0.302008370752787 \tabularnewline
8 & 223.8 & 241.09998460468 & -17.2999846046796 \tabularnewline
9 & 206.1 & 223.80088189213 & -17.70088189213 \tabularnewline
10 & 174.7 & 206.100902328458 & -31.4009023284581 \tabularnewline
11 & 203.3 & 174.701600707126 & 28.598399292874 \tabularnewline
12 & 220.5 & 203.298542154583 & 17.2014578454167 \tabularnewline
13 & 299.5 & 220.499123130416 & 79.0008768695836 \tabularnewline
14 & 347.4 & 299.495972814245 & 47.9040271857555 \tabularnewline
15 & 338.3 & 347.39755802184 & -9.09755802184026 \tabularnewline
16 & 327.7 & 338.300463761385 & -10.6004637613851 \tabularnewline
17 & 351.6 & 327.700540374213 & 23.8994596257871 \tabularnewline
18 & 396.6 & 351.598781689936 & 45.0012183100642 \tabularnewline
19 & 438.8 & 396.597705996787 & 42.2022940032128 \tabularnewline
20 & 395.6 & 438.797848676065 & -43.1978486760655 \tabularnewline
21 & 363.5 & 395.602202073797 & -32.1022020737965 \tabularnewline
22 & 378.8 & 363.501636456911 & 15.2983635430892 \tabularnewline
23 & 357 & 378.799220143444 & -21.7992201434442 \tabularnewline
24 & 369 & 357.001111247271 & 11.9988887527288 \tabularnewline
25 & 464.8 & 368.999388339019 & 95.8006116609812 \tabularnewline
26 & 479.1 & 464.795116423084 & 14.3048835769163 \tabularnewline
27 & 431.3 & 479.099270787545 & -47.799270787545 \tabularnewline
28 & 366.5 & 431.302436638048 & -64.8024366380484 \tabularnewline
29 & 326.3 & 366.503303399406 & -40.2033033994063 \tabularnewline
30 & 355.1 & 326.302049422452 & 28.7979505775481 \tabularnewline
31 & 331.6 & 355.098531982163 & -23.4985319821634 \tabularnewline
32 & 261.3 & 331.601197872189 & -70.3011978721885 \tabularnewline
33 & 249 & 261.303583706838 & -12.3035837068383 \tabularnewline
34 & 205.5 & 249.000627193254 & -43.5006271932542 \tabularnewline
35 & 235.6 & 205.502217508376 & 30.0977824916238 \tabularnewline
36 & 240.9 & 235.598465721322 & 5.30153427867799 \tabularnewline
37 & 264.9 & 240.899729746502 & 24.0002702534981 \tabularnewline
38 & 253.8 & 264.898776550966 & -11.098776550966 \tabularnewline
39 & 232.3 & 253.800565776439 & -21.5005657764395 \tabularnewline
40 & 193.8 & 232.301096022926 & -38.5010960229261 \tabularnewline
41 & 177 & 193.80196264993 & -16.8019626499302 \tabularnewline
42 & 213.2 & 177.000856504729 & 36.1991434952708 \tabularnewline
43 & 207.2 & 213.198154695482 & -5.99815469548162 \tabularnewline
44 & 180.6 & 207.200305764747 & -26.6003057647472 \tabularnewline
45 & 188.6 & 180.601355989664 & 7.99864401033619 \tabularnewline
46 & 175.4 & 188.599592257371 & -13.1995922573711 \tabularnewline
47 & 199 & 175.400672868606 & 23.5993271313937 \tabularnewline
48 & 179.6 & 198.998796989631 & -19.3987969896307 \tabularnewline
49 & 225.8 & 179.600988882175 & 46.1990111178255 \tabularnewline
50 & 234 & 225.797644937539 & 8.20235506246084 \tabularnewline
51 & 200.2 & 233.999581872901 & -33.7995818729009 \tabularnewline
52 & 183.6 & 200.20172298334 & -16.6017229833396 \tabularnewline
53 & 178.2 & 183.600846297218 & -5.40084629721801 \tabularnewline
54 & 203.2 & 178.200275316074 & 24.9997246839258 \tabularnewline
55 & 208.5 & 203.198725602308 & 5.30127439769188 \tabularnewline
56 & 191.8 & 208.49972975975 & -16.6997297597497 \tabularnewline
57 & 172.8 & 191.800851293257 & -19.0008512932574 \tabularnewline
58 & 148 & 172.800968596308 & -24.8009685963081 \tabularnewline
59 & 159.4 & 148.001264265808 & 11.3987357341917 \tabularnewline
60 & 154.5 & 159.399418932701 & -4.89941893270051 \tabularnewline
61 & 213.2 & 154.500249755078 & 58.6997502449223 \tabularnewline
62 & 196.4 & 213.197007693998 & -16.7970076939978 \tabularnewline
63 & 182.8 & 196.400856252143 & -13.600856252143 \tabularnewline
64 & 176.4 & 182.800693323628 & -6.40069332362793 \tabularnewline
65 & 153.6 & 176.400326284745 & -22.8003262847452 \tabularnewline
66 & 173.2 & 153.601162280127 & 19.5988377198726 \tabularnewline
67 & 171 & 173.199000920455 & -2.19900092045535 \tabularnewline
68 & 151.2 & 171.000112097302 & -19.8001120973024 \tabularnewline
69 & 161.9 & 151.201009339802 & 10.6989906601983 \tabularnewline
70 & 157.2 & 161.899454603234 & -4.69945460323365 \tabularnewline
71 & 201.7 & 157.200239561602 & 44.4997604383978 \tabularnewline
72 & 236.4 & 201.697731559339 & 34.7022684406612 \tabularnewline
73 & 356.1 & 236.398231000887 & 119.701768999114 \tabularnewline
74 & 398.3 & 356.093898026476 & 42.2061019735239 \tabularnewline
75 & 403.7 & 398.297848481949 & 5.40215151805137 \tabularnewline
76 & 384.6 & 403.69972461739 & -19.0997246173902 \tabularnewline
77 & 365.8 & 384.600973636521 & -18.800973636521 \tabularnewline
78 & 368.1 & 365.800958407251 & 2.29904159274912 \tabularnewline
79 & 367.9 & 368.099882802977 & -0.199882802977413 \tabularnewline
80 & 347 & 367.90001018932 & -20.9000101893195 \tabularnewline
81 & 343.3 & 347.001065408723 & -3.70106540872274 \tabularnewline
82 & 292.9 & 343.300188667246 & -50.4001886672463 \tabularnewline
83 & 311.5 & 292.902569223658 & 18.5974307763418 \tabularnewline
84 & 300.9 & 311.499051968645 & -10.5990519686454 \tabularnewline
85 & 366.9 & 300.900540302245 & 65.9994596977552 \tabularnewline
86 & 356.9 & 366.896635580585 & -9.99663558058472 \tabularnewline
87 & 329.7 & 356.900509593184 & -27.2005095931844 \tabularnewline
88 & 316.2 & 329.701386585936 & -13.5013865859357 \tabularnewline
89 & 269 & 316.200688253016 & -47.2006882530156 \tabularnewline
90 & 289.3 & 269.002406124424 & 20.2975938755757 \tabularnewline
91 & 266.2 & 289.298965300334 & -23.0989653003338 \tabularnewline
92 & 253.6 & 266.20117750369 & -12.60117750369 \tabularnewline
93 & 233.8 & 253.600642363535 & -19.8006423635351 \tabularnewline
94 & 228.4 & 233.801009366833 & -5.40100936683282 \tabularnewline
95 & 253.6 & 228.400275324387 & 25.1997246756131 \tabularnewline
96 & 260.1 & 253.598715407015 & 6.50128459298529 \tabularnewline
97 & 306.6 & 260.099668587467 & 46.5003314125329 \tabularnewline
98 & 309.2 & 306.597629577294 & 2.60237042270552 \tabularnewline
99 & 309.5 & 309.199867340345 & 0.300132659655333 \tabularnewline
100 & 271 & 309.499984700297 & -38.4999847002967 \tabularnewline
101 & 279.9 & 271.001962593279 & 8.89803740672107 \tabularnewline
102 & 317.9 & 279.899546409471 & 38.0004535905285 \tabularnewline
103 & 298.4 & 317.898062871053 & -19.4980628710533 \tabularnewline
104 & 246.7 & 298.400993942399 & -51.7009939423987 \tabularnewline
105 & 227.3 & 246.702635534118 & -19.4026355341181 \tabularnewline
106 & 209.1 & 227.30098907785 & -18.20098907785 \tabularnewline
107 & 259.9 & 209.100927822157 & 50.7990721778434 \tabularnewline
108 & 266 & 259.897410442669 & 6.10258955733121 \tabularnewline
109 & 320.6 & 265.999688911532 & 54.6003110884678 \tabularnewline
110 & 308.5 & 320.597216668931 & -12.0972166689311 \tabularnewline
111 & 282.2 & 308.500616673391 & -26.3006166733912 \tabularnewline
112 & 262.7 & 282.201340712572 & -19.5013407125721 \tabularnewline
113 & 263.5 & 262.700994109491 & 0.799005890508568 \tabularnewline
114 & 313.1 & 263.499959269501 & 49.6000407304991 \tabularnewline
115 & 284.3 & 313.097471565058 & -28.7974715650583 \tabularnewline
116 & 252.6 & 284.301467993418 & -31.7014679934183 \tabularnewline
117 & 250.3 & 252.601616028902 & -2.30161602890232 \tabularnewline
118 & 246.5 & 250.300117328258 & -3.8001173282583 \tabularnewline
119 & 312.7 & 246.500193716563 & 66.1998062834366 \tabularnewline
120 & 333.2 & 312.696625367623 & 20.5033746323768 \tabularnewline
121 & 446.4 & 333.198954810357 & 113.201045189643 \tabularnewline
122 & 511.6 & 446.394229410422 & 65.2057705895778 \tabularnewline
123 & 515.5 & 511.596676040053 & 3.90332395994699 \tabularnewline
124 & 506.4 & 515.499801022327 & -9.09980102232691 \tabularnewline
125 & 483.2 & 506.400463875725 & -23.2004638757252 \tabularnewline
126 & 522.3 & 483.201182677729 & 39.098817322271 \tabularnewline
127 & 509.8 & 522.298006880348 & -12.4980068803484 \tabularnewline
128 & 460.7 & 509.800637104261 & -49.1006371042611 \tabularnewline
129 & 405.8 & 460.702502977108 & -54.9025029771082 \tabularnewline
130 & 375 & 405.802798735744 & -30.8027987357444 \tabularnewline
131 & 378.5 & 375.001570217917 & 3.49842978208329 \tabularnewline
132 & 406.8 & 378.499821662402 & 28.3001783375976 \tabularnewline
133 & 467.8 & 406.798557356835 & 61.0014426431654 \tabularnewline
134 & 469.8 & 467.796890361846 & 2.00310963815355 \tabularnewline
135 & 429.8 & 469.799897888544 & -39.9998978885435 \tabularnewline
136 & 355.8 & 429.802039053557 & -74.0020390535572 \tabularnewline
137 & 332.7 & 355.803772362654 & -23.1037723626542 \tabularnewline
138 & 378 & 332.701177748737 & 45.298822251263 \tabularnewline
139 & 360.5 & 377.997690825989 & -17.497690825989 \tabularnewline
140 & 334.7 & 360.500891970495 & -25.800891970495 \tabularnewline
141 & 319.5 & 334.701315238371 & -15.2013152383713 \tabularnewline
142 & 323.1 & 319.500774909376 & 3.59922509062409 \tabularnewline
143 & 363.6 & 323.099816524214 & 40.5001834757865 \tabularnewline
144 & 352.1 & 363.59793544365 & -11.4979354436501 \tabularnewline
145 & 411.9 & 352.10058612415 & 59.7994138758496 \tabularnewline
146 & 388.6 & 411.896951637029 & -23.2969516370287 \tabularnewline
147 & 416.4 & 388.601187596334 & 27.7988124036656 \tabularnewline
148 & 360.7 & 416.3985829147 & -55.6985829146996 \tabularnewline
149 & 338 & 360.702839317089 & -22.7028393170887 \tabularnewline
150 & 417.2 & 338.001157310586 & 79.1988426894139 \tabularnewline
151 & 388.4 & 417.195962722646 & -28.795962722646 \tabularnewline
152 & 371.1 & 388.401467916503 & -17.3014679165028 \tabularnewline
153 & 331.5 & 371.100881967744 & -39.600881967744 \tabularnewline
154 & 353.7 & 331.502018713134 & 22.1979812868656 \tabularnewline
155 & 396.7 & 353.698868425294 & 43.0011315747063 \tabularnewline
156 & 447 & 396.697807954147 & 50.3021920458533 \tabularnewline
157 & 533.5 & 446.997435771864 & 86.5025642281365 \tabularnewline
158 & 565.4 & 533.495590404711 & 31.9044095952889 \tabularnewline
159 & 542.3 & 565.398373625851 & -23.0983736258514 \tabularnewline
160 & 488.7 & 542.301177473528 & -53.6011774735285 \tabularnewline
161 & 467.1 & 488.702732398765 & -21.6027323987651 \tabularnewline
162 & 531.3 & 467.10110123102 & 64.1988987689802 \tabularnewline
163 & 496.1 & 531.296727366823 & -35.1967273668231 \tabularnewline
164 & 444 & 496.101794204884 & -52.1017942048837 \tabularnewline
165 & 403.4 & 444.0026559655 & -40.6026559655003 \tabularnewline
166 & 386.3 & 403.402069780036 & -17.1020697800355 \tabularnewline
167 & 394.1 & 386.300871803131 & 7.79912819686899 \tabularnewline
168 & 404.1 & 394.099602427983 & 10.0003975720172 \tabularnewline
169 & 462.1 & 404.099490215043 & 58.0005097849574 \tabularnewline
170 & 448.1 & 462.097043338808 & -13.9970433388075 \tabularnewline
171 & 432.3 & 448.100713519847 & -15.8007135198467 \tabularnewline
172 & 386.3 & 432.300805464584 & -46.0008054645839 \tabularnewline
173 & 395.2 & 386.302344958637 & 8.89765504136346 \tabularnewline
174 & 421.9 & 395.199546428963 & 26.7004535710369 \tabularnewline
175 & 382.9 & 421.898638905155 & -38.9986389051546 \tabularnewline
176 & 384.2 & 382.901988012909 & 1.29801198709049 \tabularnewline
177 & 345.5 & 384.199933831932 & -38.6999338319321 \tabularnewline
178 & 323.4 & 345.50197278598 & -22.1019727859796 \tabularnewline
179 & 372.6 & 323.401126680532 & 49.1988733194681 \tabularnewline
180 & 376 & 372.597492015156 & 3.40250798484357 \tabularnewline
181 & 462.7 & 375.999826552157 & 86.700173447843 \tabularnewline
182 & 487 & 462.695580331291 & 24.3044196687093 \tabularnewline
183 & 444.2 & 486.998761046503 & -42.7987610465028 \tabularnewline
184 & 399.3 & 444.202181729718 & -44.9021817297183 \tabularnewline
185 & 394.9 & 399.302288954678 & -4.40228895467772 \tabularnewline
186 & 455.4 & 394.900224413147 & 60.4997755868533 \tabularnewline
187 & 414 & 455.396915935062 & -41.3969159350616 \tabularnewline
188 & 375.5 & 414.002110268604 & -38.5021102686043 \tabularnewline
189 & 347 & 375.501962701633 & -28.5019627016329 \tabularnewline
190 & 339.4 & 347.00145292942 & -7.60145292941985 \tabularnewline
191 & 385.8 & 339.40038749523 & 46.3996125047699 \tabularnewline
192 & 378.8 & 385.797634711589 & -6.99763471158872 \tabularnewline
193 & 451.8 & 378.800356714709 & 72.9996432852906 \tabularnewline
194 & 446.1 & 451.796278735943 & -5.69627873594266 \tabularnewline
195 & 422.5 & 446.100290376177 & -23.6002903761768 \tabularnewline
196 & 383.1 & 422.501203059472 & -39.4012030594722 \tabularnewline
197 & 352.8 & 383.102008534209 & -30.3020085342087 \tabularnewline
198 & 445.3 & 352.801544689401 & 92.4984553105995 \tabularnewline
199 & 367.5 & 445.295284755355 & -77.7952847553548 \tabularnewline
200 & 355.1 & 367.503965728926 & -12.4039657289263 \tabularnewline
201 & 326.2 & 355.100632310375 & -28.9006323103752 \tabularnewline
202 & 319.8 & 326.201473252189 & -6.40147325218879 \tabularnewline
203 & 331.8 & 319.800326324503 & 11.9996736754968 \tabularnewline
204 & 340.9 & 331.799388299006 & 9.1006117009938 \tabularnewline
205 & 394.1 & 340.899536082949 & 53.2004639170509 \tabularnewline
206 & 417.2 & 394.097288028197 & 23.1027119718028 \tabularnewline
207 & 369.9 & 417.198822305318 & -47.298822305318 \tabularnewline
208 & 349.2 & 369.902411126952 & -20.7024111269518 \tabularnewline
209 & 321.4 & 349.20105533582 & -27.8010553358203 \tabularnewline
210 & 405.7 & 321.401417199637 & 84.2985828003629 \tabularnewline
211 & 342.9 & 405.695702755902 & -62.7957027559021 \tabularnewline
212 & 316.5 & 342.903201103199 & -26.4032011031986 \tabularnewline
213 & 284.2 & 316.501345941964 & -32.3013459419641 \tabularnewline
214 & 270.9 & 284.201646608562 & -13.301646608562 \tabularnewline
215 & 288.8 & 270.900678070977 & 17.8993219290232 \tabularnewline
216 & 278.8 & 288.79908755577 & -9.99908755576951 \tabularnewline
217 & 324.4 & 278.800509718177 & 45.5994902818226 \tabularnewline
218 & 310.9 & 324.397675498994 & -13.4976754989945 \tabularnewline
219 & 299 & 310.900688063837 & -11.9006880638374 \tabularnewline
220 & 273 & 299.000606655057 & -26.0006066550569 \tabularnewline
221 & 279.3 & 273.001325419121 & 6.29867458087932 \tabularnewline
222 & 359.2 & 279.29967891581 & 79.9003210841899 \tabularnewline
223 & 305 & 359.195926963754 & -54.1959269637543 \tabularnewline
224 & 282.1 & 305.002762716994 & -22.9027627169941 \tabularnewline
225 & 250.3 & 282.101167501975 & -31.801167501975 \tabularnewline
226 & 246.5 & 250.301621111231 & -3.80162111123127 \tabularnewline
227 & 257.9 & 246.500193793221 & 11.399806206779 \tabularnewline
228 & 266.5 & 257.899418878132 & 8.6005811218684 \tabularnewline
229 & 315.9 & 266.499561572743 & 49.4004384272574 \tabularnewline
230 & 318.4 & 315.897481740079 & 2.50251825992103 \tabularnewline
231 & 295.4 & 318.399872430455 & -22.9998724304554 \tabularnewline
232 & 266.4 & 295.401172452285 & -29.0011724522853 \tabularnewline
233 & 245.8 & 266.40147837737 & -20.6014783773702 \tabularnewline
234 & 362.8 & 245.801050190625 & 116.998949809375 \tabularnewline
235 & 324.9 & 362.794035806655 & -37.894035806655 \tabularnewline
236 & 294.2 & 324.901931704144 & -30.7019317041439 \tabularnewline
237 & 289.5 & 294.201565076072 & -4.70156507607157 \tabularnewline
238 & 295.2 & 289.500239669187 & 5.69976033081338 \tabularnewline
239 & 290.3 & 295.199709446344 & -4.89970944634382 \tabularnewline
240 & 272 & 290.300249769887 & -18.300249769887 \tabularnewline
241 & 307.4 & 272.000932882116 & 35.3990671178838 \tabularnewline
242 & 328.7 & 307.39819548055 & 21.3018045194497 \tabularnewline
243 & 292.9 & 328.698914109221 & -35.798914109221 \tabularnewline
244 & 249.1 & 292.901824902237 & -43.8018249022375 \tabularnewline
245 & 230.4 & 249.102232862372 & -18.7022328623719 \tabularnewline
246 & 361.5 & 230.400953373795 & 131.099046626205 \tabularnewline
247 & 321.7 & 361.493317033506 & -39.7933170335058 \tabularnewline
248 & 277.2 & 321.702028522795 & -44.5020285227945 \tabularnewline
249 & 260.7 & 277.20226855628 & -16.5022685562801 \tabularnewline
250 & 251 & 260.700841227382 & -9.70084122738245 \tabularnewline
251 & 257.6 & 251.000494514633 & 6.59950548536733 \tabularnewline
252 & 241.8 & 257.599663580513 & -15.7996635805128 \tabularnewline
253 & 287.5 & 241.800805411062 & 45.6991945889383 \tabularnewline
254 & 292.3 & 287.497670416421 & 4.80232958357908 \tabularnewline
255 & 274.7 & 292.299755194195 & -17.5997551941946 \tabularnewline
256 & 254.2 & 274.700897173376 & -20.5008971733761 \tabularnewline
257 & 230 & 254.20104506335 & -24.2010450633504 \tabularnewline
258 & 339 & 230.001233683825 & 108.998766316175 \tabularnewline
259 & 318.2 & 338.994443627761 & -20.7944436277613 \tabularnewline
260 & 287 & 318.201060027312 & -31.2010600273122 \tabularnewline
261 & 295.8 & 287.001590519871 & 8.7984094801289 \tabularnewline
262 & 284 & 295.799551488151 & -11.7995514881514 \tabularnewline
263 & 271 & 284.000601499471 & -13.0006014994714 \tabularnewline
264 & 262.7 & 271.00066272476 & -8.30066272476012 \tabularnewline
265 & 340.6 & 262.700423138477 & 77.8995768615235 \tabularnewline
266 & 379.4 & 340.59602895463 & 38.8039710453696 \tabularnewline
267 & 373.3 & 379.398021910571 & -6.09802191057054 \tabularnewline
268 & 355.2 & 373.300310855625 & -18.1003108556253 \tabularnewline
269 & 338.4 & 355.200922689936 & -16.8009226899363 \tabularnewline
270 & 466.9 & 338.400856451716 & 128.499143548284 \tabularnewline
271 & 451 & 466.893449567385 & -15.8934495673846 \tabularnewline
272 & 422 & 451.00081019194 & -29.0008101919402 \tabularnewline
273 & 429.2 & 422.001478358903 & 7.19852164109653 \tabularnewline
274 & 425.9 & 429.199633044784 & -3.29963304478429 \tabularnewline
275 & 460.7 & 425.900168203642 & 34.7998317963582 \tabularnewline
276 & 463.6 & 460.698226027451 & 2.90177397254888 \tabularnewline
277 & 541.4 & 463.599852077809 & 77.8001479221911 \tabularnewline
278 & 544.2 & 541.396034023167 & 2.80396597683352 \tabularnewline
279 & 517.5 & 544.199857063715 & -26.6998570637152 \tabularnewline
280 & 469.4 & 517.501361064438 & -48.1013610644376 \tabularnewline
281 & 439.4 & 469.402452037544 & -30.0024520375441 \tabularnewline
282 & 549 & 439.401529419068 & 109.598470580932 \tabularnewline
283 & 533 & 548.994413056955 & -15.9944130569554 \tabularnewline
284 & 506.1 & 533.000815338702 & -26.9008153387023 \tabularnewline
285 & 484 & 506.101371308581 & -22.1013713085808 \tabularnewline
286 & 457 & 484.001126649871 & -27.0011266498707 \tabularnewline
287 & 481.5 & 457.001376422097 & 24.4986235779027 \tabularnewline
288 & 469.5 & 481.498751146673 & -11.9987511466732 \tabularnewline
289 & 544.7 & 469.500611653967 & 75.1993883460335 \tabularnewline
290 & 541.2 & 544.696166600707 & -3.4961666007066 \tabularnewline
291 & 521.5 & 541.200178222229 & -19.7001782222286 \tabularnewline
292 & 469.7 & 521.501004245526 & -51.8010042455257 \tabularnewline
293 & 434.4 & 469.70264063229 & -35.3026406322902 \tabularnewline
294 & 542.6 & 434.401799603968 & 108.198200396032 \tabularnewline
295 & 517.3 & 542.594484437785 & -25.2944844377852 \tabularnewline
296 & 485.7 & 517.301289423503 & -31.6012894235033 \tabularnewline
297 & 465.8 & 485.701610922153 & -19.9016109221525 \tabularnewline
298 & 447 & 465.801014513853 & -18.8010145138534 \tabularnewline
299 & 426.6 & 447.000958409335 & -20.4009584093346 \tabularnewline
300 & 411.6 & 426.601039968825 & -15.0010399688251 \tabularnewline
301 & 467.5 & 411.60076470005 & 55.8992352999501 \tabularnewline
302 & 484.5 & 467.497150454361 & 17.0028495456388 \tabularnewline
303 & 451.2 & 484.499133254766 & -33.2991332547662 \tabularnewline
304 & 417.4 & 451.201697472236 & -33.8016974722361 \tabularnewline
305 & 379.9 & 417.401723091185 & -37.5017230911854 \tabularnewline
306 & 484.7 & 379.901911705427 & 104.798088294573 \tabularnewline
307 & 455 & 484.694657763494 & -29.6946577634945 \tabularnewline
308 & 420.8 & 455.001513728803 & -34.2015137288028 \tabularnewline
309 & 416.5 & 420.801743472406 & -4.30174347240643 \tabularnewline
310 & 376.3 & 416.500219287693 & -40.200219287693 \tabularnewline
311 & 405.6 & 376.302049265235 & 29.2979507347653 \tabularnewline
312 & 405.8 & 405.598506493921 & 0.201493506079146 \tabularnewline
313 & 500.8 & 405.799989728573 & 95.0000102714275 \tabularnewline
314 & 514 & 500.795157234916 & 13.2048427650843 \tabularnewline
315 & 475.5 & 513.999326863741 & -38.4993268637413 \tabularnewline
316 & 430.1 & 475.501962559745 & -45.4019625597447 \tabularnewline
317 & 414.4 & 430.10231443174 & -15.7023144317398 \tabularnewline
318 & 538 & 414.400800448546 & 123.599199551454 \tabularnewline
319 & 526 & 537.993699349228 & -11.9936993492282 \tabularnewline
320 & 488.5 & 526.000611396444 & -37.5006113964438 \tabularnewline
321 & 520.2 & 488.501911648757 & 31.6980883512434 \tabularnewline
322 & 504.4 & 520.19838414338 & -15.79838414338 \tabularnewline
323 & 568.5 & 504.40080534584 & 64.0991946541595 \tabularnewline
324 & 610.6 & 568.496732449387 & 42.1032675506131 \tabularnewline
325 & 818 & 610.597853724084 & 207.402146275916 \tabularnewline
326 & 830.9 & 817.989427370907 & 12.9105726290926 \tabularnewline
327 & 835.9 & 830.899341864594 & 5.00065813540618 \tabularnewline
328 & 782 & 835.899745084105 & -53.8997450841052 \tabularnewline
329 & 762.3 & 782.002747618688 & -19.7027476186877 \tabularnewline
330 & 856.9 & 762.301004376504 & 94.5989956234956 \tabularnewline
331 & 820.9 & 856.895177677226 & -35.9951776772265 \tabularnewline
332 & 769.6 & 820.901834907061 & -51.3018349070611 \tabularnewline
333 & 752.2 & 769.6026151864 & -17.4026151863999 \tabularnewline
334 & 724.4 & 752.200887123875 & -27.8008871238746 \tabularnewline
335 & 723.1 & 724.401417191062 & -1.30141719106223 \tabularnewline
336 & 719.5 & 723.100066341653 & -3.60006634165325 \tabularnewline
337 & 817.4 & 719.50018351867 & 97.8998164813295 \tabularnewline
338 & 803.3 & 817.395009413034 & -14.0950094130342 \tabularnewline
339 & 752.5 & 803.300718513811 & -50.8007185138111 \tabularnewline
340 & 689 & 752.502589641256 & -63.5025896412556 \tabularnewline
341 & 630.4 & 689.003237137796 & -58.6032371377961 \tabularnewline
342 & 765.5 & 630.402987386105 & 135.097012613895 \tabularnewline
343 & 757.7 & 765.493113231316 & -7.79311323131628 \tabularnewline
344 & 732.2 & 757.700397265396 & -25.5003972653955 \tabularnewline
345 & 702.6 & 732.201299920212 & -29.6012999202122 \tabularnewline
346 & 683.3 & 702.60150896975 & -19.3015089697496 \tabularnewline
347 & 709.5 & 683.300983922775 & 26.1990160772252 \tabularnewline
348 & 702.2 & 709.498664466667 & -7.29866446666745 \tabularnewline
349 & 784.8 & 702.200372060143 & 82.5996279398565 \tabularnewline
350 & 810.9 & 784.795789362622 & 26.1042106373781 \tabularnewline
351 & 755.6 & 810.898669299514 & -55.298669299514 \tabularnewline
352 & 656.8 & 755.602818930905 & -98.8028189309047 \tabularnewline
353 & 615.1 & 656.805036618842 & -41.7050366188422 \tabularnewline
354 & 745.3 & 615.102125975509 & 130.197874024491 \tabularnewline
355 & 694.1 & 745.293362972103 & -51.193362972103 \tabularnewline
356 & 675.7 & 694.102609656884 & -18.4026096568837 \tabularnewline
357 & 643.7 & 675.700938100062 & -32.0009381000618 \tabularnewline
358 & 622.1 & 643.701631294831 & -21.601631294831 \tabularnewline
359 & 634.6 & 622.101101174889 & 12.4988988251107 \tabularnewline
360 & 588 & 634.599362850271 & -46.5993628502707 \tabularnewline
361 & 689.7 & 588.002375470979 & 101.697624529021 \tabularnewline
362 & 673.9 & 689.69481581419 & -15.7948158141897 \tabularnewline
363 & 647.9 & 673.90080516394 & -26.0008051639396 \tabularnewline
364 & 568.8 & 647.90132542924 & -79.10132542924 \tabularnewline
365 & 545.7 & 568.804032306268 & -23.1040323062683 \tabularnewline
366 & 632.6 & 545.701177761988 & 86.8988222380119 \tabularnewline
367 & 643.8 & 632.595570204877 & 11.2044297951231 \tabularnewline
368 & 593.1 & 643.799428837731 & -50.6994288377311 \tabularnewline
369 & 579.7 & 593.102584477866 & -13.4025844778655 \tabularnewline
370 & 546 & 579.700683216433 & -33.700683216433 \tabularnewline
371 & 562.9 & 546.001717941835 & 16.8982820581647 \tabularnewline
372 & 572.5 & 562.899138585247 & 9.60086141475256 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147415&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]2[/C][C]280.7[/C][C]235.1[/C][C]45.6[/C][/ROW]
[ROW][C]3[/C][C]264.6[/C][C]280.697675473011[/C][C]-16.0976754730108[/C][/ROW]
[ROW][C]4[/C][C]240.7[/C][C]264.600820602656[/C][C]-23.9008206026557[/C][/ROW]
[ROW][C]5[/C][C]201.4[/C][C]240.701218379442[/C][C]-39.301218379442[/C][/ROW]
[ROW][C]6[/C][C]240.8[/C][C]201.402003437343[/C][C]39.3979965626573[/C][/ROW]
[ROW][C]7[/C][C]241.1[/C][C]240.797991629247[/C][C]0.302008370752787[/C][/ROW]
[ROW][C]8[/C][C]223.8[/C][C]241.09998460468[/C][C]-17.2999846046796[/C][/ROW]
[ROW][C]9[/C][C]206.1[/C][C]223.80088189213[/C][C]-17.70088189213[/C][/ROW]
[ROW][C]10[/C][C]174.7[/C][C]206.100902328458[/C][C]-31.4009023284581[/C][/ROW]
[ROW][C]11[/C][C]203.3[/C][C]174.701600707126[/C][C]28.598399292874[/C][/ROW]
[ROW][C]12[/C][C]220.5[/C][C]203.298542154583[/C][C]17.2014578454167[/C][/ROW]
[ROW][C]13[/C][C]299.5[/C][C]220.499123130416[/C][C]79.0008768695836[/C][/ROW]
[ROW][C]14[/C][C]347.4[/C][C]299.495972814245[/C][C]47.9040271857555[/C][/ROW]
[ROW][C]15[/C][C]338.3[/C][C]347.39755802184[/C][C]-9.09755802184026[/C][/ROW]
[ROW][C]16[/C][C]327.7[/C][C]338.300463761385[/C][C]-10.6004637613851[/C][/ROW]
[ROW][C]17[/C][C]351.6[/C][C]327.700540374213[/C][C]23.8994596257871[/C][/ROW]
[ROW][C]18[/C][C]396.6[/C][C]351.598781689936[/C][C]45.0012183100642[/C][/ROW]
[ROW][C]19[/C][C]438.8[/C][C]396.597705996787[/C][C]42.2022940032128[/C][/ROW]
[ROW][C]20[/C][C]395.6[/C][C]438.797848676065[/C][C]-43.1978486760655[/C][/ROW]
[ROW][C]21[/C][C]363.5[/C][C]395.602202073797[/C][C]-32.1022020737965[/C][/ROW]
[ROW][C]22[/C][C]378.8[/C][C]363.501636456911[/C][C]15.2983635430892[/C][/ROW]
[ROW][C]23[/C][C]357[/C][C]378.799220143444[/C][C]-21.7992201434442[/C][/ROW]
[ROW][C]24[/C][C]369[/C][C]357.001111247271[/C][C]11.9988887527288[/C][/ROW]
[ROW][C]25[/C][C]464.8[/C][C]368.999388339019[/C][C]95.8006116609812[/C][/ROW]
[ROW][C]26[/C][C]479.1[/C][C]464.795116423084[/C][C]14.3048835769163[/C][/ROW]
[ROW][C]27[/C][C]431.3[/C][C]479.099270787545[/C][C]-47.799270787545[/C][/ROW]
[ROW][C]28[/C][C]366.5[/C][C]431.302436638048[/C][C]-64.8024366380484[/C][/ROW]
[ROW][C]29[/C][C]326.3[/C][C]366.503303399406[/C][C]-40.2033033994063[/C][/ROW]
[ROW][C]30[/C][C]355.1[/C][C]326.302049422452[/C][C]28.7979505775481[/C][/ROW]
[ROW][C]31[/C][C]331.6[/C][C]355.098531982163[/C][C]-23.4985319821634[/C][/ROW]
[ROW][C]32[/C][C]261.3[/C][C]331.601197872189[/C][C]-70.3011978721885[/C][/ROW]
[ROW][C]33[/C][C]249[/C][C]261.303583706838[/C][C]-12.3035837068383[/C][/ROW]
[ROW][C]34[/C][C]205.5[/C][C]249.000627193254[/C][C]-43.5006271932542[/C][/ROW]
[ROW][C]35[/C][C]235.6[/C][C]205.502217508376[/C][C]30.0977824916238[/C][/ROW]
[ROW][C]36[/C][C]240.9[/C][C]235.598465721322[/C][C]5.30153427867799[/C][/ROW]
[ROW][C]37[/C][C]264.9[/C][C]240.899729746502[/C][C]24.0002702534981[/C][/ROW]
[ROW][C]38[/C][C]253.8[/C][C]264.898776550966[/C][C]-11.098776550966[/C][/ROW]
[ROW][C]39[/C][C]232.3[/C][C]253.800565776439[/C][C]-21.5005657764395[/C][/ROW]
[ROW][C]40[/C][C]193.8[/C][C]232.301096022926[/C][C]-38.5010960229261[/C][/ROW]
[ROW][C]41[/C][C]177[/C][C]193.80196264993[/C][C]-16.8019626499302[/C][/ROW]
[ROW][C]42[/C][C]213.2[/C][C]177.000856504729[/C][C]36.1991434952708[/C][/ROW]
[ROW][C]43[/C][C]207.2[/C][C]213.198154695482[/C][C]-5.99815469548162[/C][/ROW]
[ROW][C]44[/C][C]180.6[/C][C]207.200305764747[/C][C]-26.6003057647472[/C][/ROW]
[ROW][C]45[/C][C]188.6[/C][C]180.601355989664[/C][C]7.99864401033619[/C][/ROW]
[ROW][C]46[/C][C]175.4[/C][C]188.599592257371[/C][C]-13.1995922573711[/C][/ROW]
[ROW][C]47[/C][C]199[/C][C]175.400672868606[/C][C]23.5993271313937[/C][/ROW]
[ROW][C]48[/C][C]179.6[/C][C]198.998796989631[/C][C]-19.3987969896307[/C][/ROW]
[ROW][C]49[/C][C]225.8[/C][C]179.600988882175[/C][C]46.1990111178255[/C][/ROW]
[ROW][C]50[/C][C]234[/C][C]225.797644937539[/C][C]8.20235506246084[/C][/ROW]
[ROW][C]51[/C][C]200.2[/C][C]233.999581872901[/C][C]-33.7995818729009[/C][/ROW]
[ROW][C]52[/C][C]183.6[/C][C]200.20172298334[/C][C]-16.6017229833396[/C][/ROW]
[ROW][C]53[/C][C]178.2[/C][C]183.600846297218[/C][C]-5.40084629721801[/C][/ROW]
[ROW][C]54[/C][C]203.2[/C][C]178.200275316074[/C][C]24.9997246839258[/C][/ROW]
[ROW][C]55[/C][C]208.5[/C][C]203.198725602308[/C][C]5.30127439769188[/C][/ROW]
[ROW][C]56[/C][C]191.8[/C][C]208.49972975975[/C][C]-16.6997297597497[/C][/ROW]
[ROW][C]57[/C][C]172.8[/C][C]191.800851293257[/C][C]-19.0008512932574[/C][/ROW]
[ROW][C]58[/C][C]148[/C][C]172.800968596308[/C][C]-24.8009685963081[/C][/ROW]
[ROW][C]59[/C][C]159.4[/C][C]148.001264265808[/C][C]11.3987357341917[/C][/ROW]
[ROW][C]60[/C][C]154.5[/C][C]159.399418932701[/C][C]-4.89941893270051[/C][/ROW]
[ROW][C]61[/C][C]213.2[/C][C]154.500249755078[/C][C]58.6997502449223[/C][/ROW]
[ROW][C]62[/C][C]196.4[/C][C]213.197007693998[/C][C]-16.7970076939978[/C][/ROW]
[ROW][C]63[/C][C]182.8[/C][C]196.400856252143[/C][C]-13.600856252143[/C][/ROW]
[ROW][C]64[/C][C]176.4[/C][C]182.800693323628[/C][C]-6.40069332362793[/C][/ROW]
[ROW][C]65[/C][C]153.6[/C][C]176.400326284745[/C][C]-22.8003262847452[/C][/ROW]
[ROW][C]66[/C][C]173.2[/C][C]153.601162280127[/C][C]19.5988377198726[/C][/ROW]
[ROW][C]67[/C][C]171[/C][C]173.199000920455[/C][C]-2.19900092045535[/C][/ROW]
[ROW][C]68[/C][C]151.2[/C][C]171.000112097302[/C][C]-19.8001120973024[/C][/ROW]
[ROW][C]69[/C][C]161.9[/C][C]151.201009339802[/C][C]10.6989906601983[/C][/ROW]
[ROW][C]70[/C][C]157.2[/C][C]161.899454603234[/C][C]-4.69945460323365[/C][/ROW]
[ROW][C]71[/C][C]201.7[/C][C]157.200239561602[/C][C]44.4997604383978[/C][/ROW]
[ROW][C]72[/C][C]236.4[/C][C]201.697731559339[/C][C]34.7022684406612[/C][/ROW]
[ROW][C]73[/C][C]356.1[/C][C]236.398231000887[/C][C]119.701768999114[/C][/ROW]
[ROW][C]74[/C][C]398.3[/C][C]356.093898026476[/C][C]42.2061019735239[/C][/ROW]
[ROW][C]75[/C][C]403.7[/C][C]398.297848481949[/C][C]5.40215151805137[/C][/ROW]
[ROW][C]76[/C][C]384.6[/C][C]403.69972461739[/C][C]-19.0997246173902[/C][/ROW]
[ROW][C]77[/C][C]365.8[/C][C]384.600973636521[/C][C]-18.800973636521[/C][/ROW]
[ROW][C]78[/C][C]368.1[/C][C]365.800958407251[/C][C]2.29904159274912[/C][/ROW]
[ROW][C]79[/C][C]367.9[/C][C]368.099882802977[/C][C]-0.199882802977413[/C][/ROW]
[ROW][C]80[/C][C]347[/C][C]367.90001018932[/C][C]-20.9000101893195[/C][/ROW]
[ROW][C]81[/C][C]343.3[/C][C]347.001065408723[/C][C]-3.70106540872274[/C][/ROW]
[ROW][C]82[/C][C]292.9[/C][C]343.300188667246[/C][C]-50.4001886672463[/C][/ROW]
[ROW][C]83[/C][C]311.5[/C][C]292.902569223658[/C][C]18.5974307763418[/C][/ROW]
[ROW][C]84[/C][C]300.9[/C][C]311.499051968645[/C][C]-10.5990519686454[/C][/ROW]
[ROW][C]85[/C][C]366.9[/C][C]300.900540302245[/C][C]65.9994596977552[/C][/ROW]
[ROW][C]86[/C][C]356.9[/C][C]366.896635580585[/C][C]-9.99663558058472[/C][/ROW]
[ROW][C]87[/C][C]329.7[/C][C]356.900509593184[/C][C]-27.2005095931844[/C][/ROW]
[ROW][C]88[/C][C]316.2[/C][C]329.701386585936[/C][C]-13.5013865859357[/C][/ROW]
[ROW][C]89[/C][C]269[/C][C]316.200688253016[/C][C]-47.2006882530156[/C][/ROW]
[ROW][C]90[/C][C]289.3[/C][C]269.002406124424[/C][C]20.2975938755757[/C][/ROW]
[ROW][C]91[/C][C]266.2[/C][C]289.298965300334[/C][C]-23.0989653003338[/C][/ROW]
[ROW][C]92[/C][C]253.6[/C][C]266.20117750369[/C][C]-12.60117750369[/C][/ROW]
[ROW][C]93[/C][C]233.8[/C][C]253.600642363535[/C][C]-19.8006423635351[/C][/ROW]
[ROW][C]94[/C][C]228.4[/C][C]233.801009366833[/C][C]-5.40100936683282[/C][/ROW]
[ROW][C]95[/C][C]253.6[/C][C]228.400275324387[/C][C]25.1997246756131[/C][/ROW]
[ROW][C]96[/C][C]260.1[/C][C]253.598715407015[/C][C]6.50128459298529[/C][/ROW]
[ROW][C]97[/C][C]306.6[/C][C]260.099668587467[/C][C]46.5003314125329[/C][/ROW]
[ROW][C]98[/C][C]309.2[/C][C]306.597629577294[/C][C]2.60237042270552[/C][/ROW]
[ROW][C]99[/C][C]309.5[/C][C]309.199867340345[/C][C]0.300132659655333[/C][/ROW]
[ROW][C]100[/C][C]271[/C][C]309.499984700297[/C][C]-38.4999847002967[/C][/ROW]
[ROW][C]101[/C][C]279.9[/C][C]271.001962593279[/C][C]8.89803740672107[/C][/ROW]
[ROW][C]102[/C][C]317.9[/C][C]279.899546409471[/C][C]38.0004535905285[/C][/ROW]
[ROW][C]103[/C][C]298.4[/C][C]317.898062871053[/C][C]-19.4980628710533[/C][/ROW]
[ROW][C]104[/C][C]246.7[/C][C]298.400993942399[/C][C]-51.7009939423987[/C][/ROW]
[ROW][C]105[/C][C]227.3[/C][C]246.702635534118[/C][C]-19.4026355341181[/C][/ROW]
[ROW][C]106[/C][C]209.1[/C][C]227.30098907785[/C][C]-18.20098907785[/C][/ROW]
[ROW][C]107[/C][C]259.9[/C][C]209.100927822157[/C][C]50.7990721778434[/C][/ROW]
[ROW][C]108[/C][C]266[/C][C]259.897410442669[/C][C]6.10258955733121[/C][/ROW]
[ROW][C]109[/C][C]320.6[/C][C]265.999688911532[/C][C]54.6003110884678[/C][/ROW]
[ROW][C]110[/C][C]308.5[/C][C]320.597216668931[/C][C]-12.0972166689311[/C][/ROW]
[ROW][C]111[/C][C]282.2[/C][C]308.500616673391[/C][C]-26.3006166733912[/C][/ROW]
[ROW][C]112[/C][C]262.7[/C][C]282.201340712572[/C][C]-19.5013407125721[/C][/ROW]
[ROW][C]113[/C][C]263.5[/C][C]262.700994109491[/C][C]0.799005890508568[/C][/ROW]
[ROW][C]114[/C][C]313.1[/C][C]263.499959269501[/C][C]49.6000407304991[/C][/ROW]
[ROW][C]115[/C][C]284.3[/C][C]313.097471565058[/C][C]-28.7974715650583[/C][/ROW]
[ROW][C]116[/C][C]252.6[/C][C]284.301467993418[/C][C]-31.7014679934183[/C][/ROW]
[ROW][C]117[/C][C]250.3[/C][C]252.601616028902[/C][C]-2.30161602890232[/C][/ROW]
[ROW][C]118[/C][C]246.5[/C][C]250.300117328258[/C][C]-3.8001173282583[/C][/ROW]
[ROW][C]119[/C][C]312.7[/C][C]246.500193716563[/C][C]66.1998062834366[/C][/ROW]
[ROW][C]120[/C][C]333.2[/C][C]312.696625367623[/C][C]20.5033746323768[/C][/ROW]
[ROW][C]121[/C][C]446.4[/C][C]333.198954810357[/C][C]113.201045189643[/C][/ROW]
[ROW][C]122[/C][C]511.6[/C][C]446.394229410422[/C][C]65.2057705895778[/C][/ROW]
[ROW][C]123[/C][C]515.5[/C][C]511.596676040053[/C][C]3.90332395994699[/C][/ROW]
[ROW][C]124[/C][C]506.4[/C][C]515.499801022327[/C][C]-9.09980102232691[/C][/ROW]
[ROW][C]125[/C][C]483.2[/C][C]506.400463875725[/C][C]-23.2004638757252[/C][/ROW]
[ROW][C]126[/C][C]522.3[/C][C]483.201182677729[/C][C]39.098817322271[/C][/ROW]
[ROW][C]127[/C][C]509.8[/C][C]522.298006880348[/C][C]-12.4980068803484[/C][/ROW]
[ROW][C]128[/C][C]460.7[/C][C]509.800637104261[/C][C]-49.1006371042611[/C][/ROW]
[ROW][C]129[/C][C]405.8[/C][C]460.702502977108[/C][C]-54.9025029771082[/C][/ROW]
[ROW][C]130[/C][C]375[/C][C]405.802798735744[/C][C]-30.8027987357444[/C][/ROW]
[ROW][C]131[/C][C]378.5[/C][C]375.001570217917[/C][C]3.49842978208329[/C][/ROW]
[ROW][C]132[/C][C]406.8[/C][C]378.499821662402[/C][C]28.3001783375976[/C][/ROW]
[ROW][C]133[/C][C]467.8[/C][C]406.798557356835[/C][C]61.0014426431654[/C][/ROW]
[ROW][C]134[/C][C]469.8[/C][C]467.796890361846[/C][C]2.00310963815355[/C][/ROW]
[ROW][C]135[/C][C]429.8[/C][C]469.799897888544[/C][C]-39.9998978885435[/C][/ROW]
[ROW][C]136[/C][C]355.8[/C][C]429.802039053557[/C][C]-74.0020390535572[/C][/ROW]
[ROW][C]137[/C][C]332.7[/C][C]355.803772362654[/C][C]-23.1037723626542[/C][/ROW]
[ROW][C]138[/C][C]378[/C][C]332.701177748737[/C][C]45.298822251263[/C][/ROW]
[ROW][C]139[/C][C]360.5[/C][C]377.997690825989[/C][C]-17.497690825989[/C][/ROW]
[ROW][C]140[/C][C]334.7[/C][C]360.500891970495[/C][C]-25.800891970495[/C][/ROW]
[ROW][C]141[/C][C]319.5[/C][C]334.701315238371[/C][C]-15.2013152383713[/C][/ROW]
[ROW][C]142[/C][C]323.1[/C][C]319.500774909376[/C][C]3.59922509062409[/C][/ROW]
[ROW][C]143[/C][C]363.6[/C][C]323.099816524214[/C][C]40.5001834757865[/C][/ROW]
[ROW][C]144[/C][C]352.1[/C][C]363.59793544365[/C][C]-11.4979354436501[/C][/ROW]
[ROW][C]145[/C][C]411.9[/C][C]352.10058612415[/C][C]59.7994138758496[/C][/ROW]
[ROW][C]146[/C][C]388.6[/C][C]411.896951637029[/C][C]-23.2969516370287[/C][/ROW]
[ROW][C]147[/C][C]416.4[/C][C]388.601187596334[/C][C]27.7988124036656[/C][/ROW]
[ROW][C]148[/C][C]360.7[/C][C]416.3985829147[/C][C]-55.6985829146996[/C][/ROW]
[ROW][C]149[/C][C]338[/C][C]360.702839317089[/C][C]-22.7028393170887[/C][/ROW]
[ROW][C]150[/C][C]417.2[/C][C]338.001157310586[/C][C]79.1988426894139[/C][/ROW]
[ROW][C]151[/C][C]388.4[/C][C]417.195962722646[/C][C]-28.795962722646[/C][/ROW]
[ROW][C]152[/C][C]371.1[/C][C]388.401467916503[/C][C]-17.3014679165028[/C][/ROW]
[ROW][C]153[/C][C]331.5[/C][C]371.100881967744[/C][C]-39.600881967744[/C][/ROW]
[ROW][C]154[/C][C]353.7[/C][C]331.502018713134[/C][C]22.1979812868656[/C][/ROW]
[ROW][C]155[/C][C]396.7[/C][C]353.698868425294[/C][C]43.0011315747063[/C][/ROW]
[ROW][C]156[/C][C]447[/C][C]396.697807954147[/C][C]50.3021920458533[/C][/ROW]
[ROW][C]157[/C][C]533.5[/C][C]446.997435771864[/C][C]86.5025642281365[/C][/ROW]
[ROW][C]158[/C][C]565.4[/C][C]533.495590404711[/C][C]31.9044095952889[/C][/ROW]
[ROW][C]159[/C][C]542.3[/C][C]565.398373625851[/C][C]-23.0983736258514[/C][/ROW]
[ROW][C]160[/C][C]488.7[/C][C]542.301177473528[/C][C]-53.6011774735285[/C][/ROW]
[ROW][C]161[/C][C]467.1[/C][C]488.702732398765[/C][C]-21.6027323987651[/C][/ROW]
[ROW][C]162[/C][C]531.3[/C][C]467.10110123102[/C][C]64.1988987689802[/C][/ROW]
[ROW][C]163[/C][C]496.1[/C][C]531.296727366823[/C][C]-35.1967273668231[/C][/ROW]
[ROW][C]164[/C][C]444[/C][C]496.101794204884[/C][C]-52.1017942048837[/C][/ROW]
[ROW][C]165[/C][C]403.4[/C][C]444.0026559655[/C][C]-40.6026559655003[/C][/ROW]
[ROW][C]166[/C][C]386.3[/C][C]403.402069780036[/C][C]-17.1020697800355[/C][/ROW]
[ROW][C]167[/C][C]394.1[/C][C]386.300871803131[/C][C]7.79912819686899[/C][/ROW]
[ROW][C]168[/C][C]404.1[/C][C]394.099602427983[/C][C]10.0003975720172[/C][/ROW]
[ROW][C]169[/C][C]462.1[/C][C]404.099490215043[/C][C]58.0005097849574[/C][/ROW]
[ROW][C]170[/C][C]448.1[/C][C]462.097043338808[/C][C]-13.9970433388075[/C][/ROW]
[ROW][C]171[/C][C]432.3[/C][C]448.100713519847[/C][C]-15.8007135198467[/C][/ROW]
[ROW][C]172[/C][C]386.3[/C][C]432.300805464584[/C][C]-46.0008054645839[/C][/ROW]
[ROW][C]173[/C][C]395.2[/C][C]386.302344958637[/C][C]8.89765504136346[/C][/ROW]
[ROW][C]174[/C][C]421.9[/C][C]395.199546428963[/C][C]26.7004535710369[/C][/ROW]
[ROW][C]175[/C][C]382.9[/C][C]421.898638905155[/C][C]-38.9986389051546[/C][/ROW]
[ROW][C]176[/C][C]384.2[/C][C]382.901988012909[/C][C]1.29801198709049[/C][/ROW]
[ROW][C]177[/C][C]345.5[/C][C]384.199933831932[/C][C]-38.6999338319321[/C][/ROW]
[ROW][C]178[/C][C]323.4[/C][C]345.50197278598[/C][C]-22.1019727859796[/C][/ROW]
[ROW][C]179[/C][C]372.6[/C][C]323.401126680532[/C][C]49.1988733194681[/C][/ROW]
[ROW][C]180[/C][C]376[/C][C]372.597492015156[/C][C]3.40250798484357[/C][/ROW]
[ROW][C]181[/C][C]462.7[/C][C]375.999826552157[/C][C]86.700173447843[/C][/ROW]
[ROW][C]182[/C][C]487[/C][C]462.695580331291[/C][C]24.3044196687093[/C][/ROW]
[ROW][C]183[/C][C]444.2[/C][C]486.998761046503[/C][C]-42.7987610465028[/C][/ROW]
[ROW][C]184[/C][C]399.3[/C][C]444.202181729718[/C][C]-44.9021817297183[/C][/ROW]
[ROW][C]185[/C][C]394.9[/C][C]399.302288954678[/C][C]-4.40228895467772[/C][/ROW]
[ROW][C]186[/C][C]455.4[/C][C]394.900224413147[/C][C]60.4997755868533[/C][/ROW]
[ROW][C]187[/C][C]414[/C][C]455.396915935062[/C][C]-41.3969159350616[/C][/ROW]
[ROW][C]188[/C][C]375.5[/C][C]414.002110268604[/C][C]-38.5021102686043[/C][/ROW]
[ROW][C]189[/C][C]347[/C][C]375.501962701633[/C][C]-28.5019627016329[/C][/ROW]
[ROW][C]190[/C][C]339.4[/C][C]347.00145292942[/C][C]-7.60145292941985[/C][/ROW]
[ROW][C]191[/C][C]385.8[/C][C]339.40038749523[/C][C]46.3996125047699[/C][/ROW]
[ROW][C]192[/C][C]378.8[/C][C]385.797634711589[/C][C]-6.99763471158872[/C][/ROW]
[ROW][C]193[/C][C]451.8[/C][C]378.800356714709[/C][C]72.9996432852906[/C][/ROW]
[ROW][C]194[/C][C]446.1[/C][C]451.796278735943[/C][C]-5.69627873594266[/C][/ROW]
[ROW][C]195[/C][C]422.5[/C][C]446.100290376177[/C][C]-23.6002903761768[/C][/ROW]
[ROW][C]196[/C][C]383.1[/C][C]422.501203059472[/C][C]-39.4012030594722[/C][/ROW]
[ROW][C]197[/C][C]352.8[/C][C]383.102008534209[/C][C]-30.3020085342087[/C][/ROW]
[ROW][C]198[/C][C]445.3[/C][C]352.801544689401[/C][C]92.4984553105995[/C][/ROW]
[ROW][C]199[/C][C]367.5[/C][C]445.295284755355[/C][C]-77.7952847553548[/C][/ROW]
[ROW][C]200[/C][C]355.1[/C][C]367.503965728926[/C][C]-12.4039657289263[/C][/ROW]
[ROW][C]201[/C][C]326.2[/C][C]355.100632310375[/C][C]-28.9006323103752[/C][/ROW]
[ROW][C]202[/C][C]319.8[/C][C]326.201473252189[/C][C]-6.40147325218879[/C][/ROW]
[ROW][C]203[/C][C]331.8[/C][C]319.800326324503[/C][C]11.9996736754968[/C][/ROW]
[ROW][C]204[/C][C]340.9[/C][C]331.799388299006[/C][C]9.1006117009938[/C][/ROW]
[ROW][C]205[/C][C]394.1[/C][C]340.899536082949[/C][C]53.2004639170509[/C][/ROW]
[ROW][C]206[/C][C]417.2[/C][C]394.097288028197[/C][C]23.1027119718028[/C][/ROW]
[ROW][C]207[/C][C]369.9[/C][C]417.198822305318[/C][C]-47.298822305318[/C][/ROW]
[ROW][C]208[/C][C]349.2[/C][C]369.902411126952[/C][C]-20.7024111269518[/C][/ROW]
[ROW][C]209[/C][C]321.4[/C][C]349.20105533582[/C][C]-27.8010553358203[/C][/ROW]
[ROW][C]210[/C][C]405.7[/C][C]321.401417199637[/C][C]84.2985828003629[/C][/ROW]
[ROW][C]211[/C][C]342.9[/C][C]405.695702755902[/C][C]-62.7957027559021[/C][/ROW]
[ROW][C]212[/C][C]316.5[/C][C]342.903201103199[/C][C]-26.4032011031986[/C][/ROW]
[ROW][C]213[/C][C]284.2[/C][C]316.501345941964[/C][C]-32.3013459419641[/C][/ROW]
[ROW][C]214[/C][C]270.9[/C][C]284.201646608562[/C][C]-13.301646608562[/C][/ROW]
[ROW][C]215[/C][C]288.8[/C][C]270.900678070977[/C][C]17.8993219290232[/C][/ROW]
[ROW][C]216[/C][C]278.8[/C][C]288.79908755577[/C][C]-9.99908755576951[/C][/ROW]
[ROW][C]217[/C][C]324.4[/C][C]278.800509718177[/C][C]45.5994902818226[/C][/ROW]
[ROW][C]218[/C][C]310.9[/C][C]324.397675498994[/C][C]-13.4976754989945[/C][/ROW]
[ROW][C]219[/C][C]299[/C][C]310.900688063837[/C][C]-11.9006880638374[/C][/ROW]
[ROW][C]220[/C][C]273[/C][C]299.000606655057[/C][C]-26.0006066550569[/C][/ROW]
[ROW][C]221[/C][C]279.3[/C][C]273.001325419121[/C][C]6.29867458087932[/C][/ROW]
[ROW][C]222[/C][C]359.2[/C][C]279.29967891581[/C][C]79.9003210841899[/C][/ROW]
[ROW][C]223[/C][C]305[/C][C]359.195926963754[/C][C]-54.1959269637543[/C][/ROW]
[ROW][C]224[/C][C]282.1[/C][C]305.002762716994[/C][C]-22.9027627169941[/C][/ROW]
[ROW][C]225[/C][C]250.3[/C][C]282.101167501975[/C][C]-31.801167501975[/C][/ROW]
[ROW][C]226[/C][C]246.5[/C][C]250.301621111231[/C][C]-3.80162111123127[/C][/ROW]
[ROW][C]227[/C][C]257.9[/C][C]246.500193793221[/C][C]11.399806206779[/C][/ROW]
[ROW][C]228[/C][C]266.5[/C][C]257.899418878132[/C][C]8.6005811218684[/C][/ROW]
[ROW][C]229[/C][C]315.9[/C][C]266.499561572743[/C][C]49.4004384272574[/C][/ROW]
[ROW][C]230[/C][C]318.4[/C][C]315.897481740079[/C][C]2.50251825992103[/C][/ROW]
[ROW][C]231[/C][C]295.4[/C][C]318.399872430455[/C][C]-22.9998724304554[/C][/ROW]
[ROW][C]232[/C][C]266.4[/C][C]295.401172452285[/C][C]-29.0011724522853[/C][/ROW]
[ROW][C]233[/C][C]245.8[/C][C]266.40147837737[/C][C]-20.6014783773702[/C][/ROW]
[ROW][C]234[/C][C]362.8[/C][C]245.801050190625[/C][C]116.998949809375[/C][/ROW]
[ROW][C]235[/C][C]324.9[/C][C]362.794035806655[/C][C]-37.894035806655[/C][/ROW]
[ROW][C]236[/C][C]294.2[/C][C]324.901931704144[/C][C]-30.7019317041439[/C][/ROW]
[ROW][C]237[/C][C]289.5[/C][C]294.201565076072[/C][C]-4.70156507607157[/C][/ROW]
[ROW][C]238[/C][C]295.2[/C][C]289.500239669187[/C][C]5.69976033081338[/C][/ROW]
[ROW][C]239[/C][C]290.3[/C][C]295.199709446344[/C][C]-4.89970944634382[/C][/ROW]
[ROW][C]240[/C][C]272[/C][C]290.300249769887[/C][C]-18.300249769887[/C][/ROW]
[ROW][C]241[/C][C]307.4[/C][C]272.000932882116[/C][C]35.3990671178838[/C][/ROW]
[ROW][C]242[/C][C]328.7[/C][C]307.39819548055[/C][C]21.3018045194497[/C][/ROW]
[ROW][C]243[/C][C]292.9[/C][C]328.698914109221[/C][C]-35.798914109221[/C][/ROW]
[ROW][C]244[/C][C]249.1[/C][C]292.901824902237[/C][C]-43.8018249022375[/C][/ROW]
[ROW][C]245[/C][C]230.4[/C][C]249.102232862372[/C][C]-18.7022328623719[/C][/ROW]
[ROW][C]246[/C][C]361.5[/C][C]230.400953373795[/C][C]131.099046626205[/C][/ROW]
[ROW][C]247[/C][C]321.7[/C][C]361.493317033506[/C][C]-39.7933170335058[/C][/ROW]
[ROW][C]248[/C][C]277.2[/C][C]321.702028522795[/C][C]-44.5020285227945[/C][/ROW]
[ROW][C]249[/C][C]260.7[/C][C]277.20226855628[/C][C]-16.5022685562801[/C][/ROW]
[ROW][C]250[/C][C]251[/C][C]260.700841227382[/C][C]-9.70084122738245[/C][/ROW]
[ROW][C]251[/C][C]257.6[/C][C]251.000494514633[/C][C]6.59950548536733[/C][/ROW]
[ROW][C]252[/C][C]241.8[/C][C]257.599663580513[/C][C]-15.7996635805128[/C][/ROW]
[ROW][C]253[/C][C]287.5[/C][C]241.800805411062[/C][C]45.6991945889383[/C][/ROW]
[ROW][C]254[/C][C]292.3[/C][C]287.497670416421[/C][C]4.80232958357908[/C][/ROW]
[ROW][C]255[/C][C]274.7[/C][C]292.299755194195[/C][C]-17.5997551941946[/C][/ROW]
[ROW][C]256[/C][C]254.2[/C][C]274.700897173376[/C][C]-20.5008971733761[/C][/ROW]
[ROW][C]257[/C][C]230[/C][C]254.20104506335[/C][C]-24.2010450633504[/C][/ROW]
[ROW][C]258[/C][C]339[/C][C]230.001233683825[/C][C]108.998766316175[/C][/ROW]
[ROW][C]259[/C][C]318.2[/C][C]338.994443627761[/C][C]-20.7944436277613[/C][/ROW]
[ROW][C]260[/C][C]287[/C][C]318.201060027312[/C][C]-31.2010600273122[/C][/ROW]
[ROW][C]261[/C][C]295.8[/C][C]287.001590519871[/C][C]8.7984094801289[/C][/ROW]
[ROW][C]262[/C][C]284[/C][C]295.799551488151[/C][C]-11.7995514881514[/C][/ROW]
[ROW][C]263[/C][C]271[/C][C]284.000601499471[/C][C]-13.0006014994714[/C][/ROW]
[ROW][C]264[/C][C]262.7[/C][C]271.00066272476[/C][C]-8.30066272476012[/C][/ROW]
[ROW][C]265[/C][C]340.6[/C][C]262.700423138477[/C][C]77.8995768615235[/C][/ROW]
[ROW][C]266[/C][C]379.4[/C][C]340.59602895463[/C][C]38.8039710453696[/C][/ROW]
[ROW][C]267[/C][C]373.3[/C][C]379.398021910571[/C][C]-6.09802191057054[/C][/ROW]
[ROW][C]268[/C][C]355.2[/C][C]373.300310855625[/C][C]-18.1003108556253[/C][/ROW]
[ROW][C]269[/C][C]338.4[/C][C]355.200922689936[/C][C]-16.8009226899363[/C][/ROW]
[ROW][C]270[/C][C]466.9[/C][C]338.400856451716[/C][C]128.499143548284[/C][/ROW]
[ROW][C]271[/C][C]451[/C][C]466.893449567385[/C][C]-15.8934495673846[/C][/ROW]
[ROW][C]272[/C][C]422[/C][C]451.00081019194[/C][C]-29.0008101919402[/C][/ROW]
[ROW][C]273[/C][C]429.2[/C][C]422.001478358903[/C][C]7.19852164109653[/C][/ROW]
[ROW][C]274[/C][C]425.9[/C][C]429.199633044784[/C][C]-3.29963304478429[/C][/ROW]
[ROW][C]275[/C][C]460.7[/C][C]425.900168203642[/C][C]34.7998317963582[/C][/ROW]
[ROW][C]276[/C][C]463.6[/C][C]460.698226027451[/C][C]2.90177397254888[/C][/ROW]
[ROW][C]277[/C][C]541.4[/C][C]463.599852077809[/C][C]77.8001479221911[/C][/ROW]
[ROW][C]278[/C][C]544.2[/C][C]541.396034023167[/C][C]2.80396597683352[/C][/ROW]
[ROW][C]279[/C][C]517.5[/C][C]544.199857063715[/C][C]-26.6998570637152[/C][/ROW]
[ROW][C]280[/C][C]469.4[/C][C]517.501361064438[/C][C]-48.1013610644376[/C][/ROW]
[ROW][C]281[/C][C]439.4[/C][C]469.402452037544[/C][C]-30.0024520375441[/C][/ROW]
[ROW][C]282[/C][C]549[/C][C]439.401529419068[/C][C]109.598470580932[/C][/ROW]
[ROW][C]283[/C][C]533[/C][C]548.994413056955[/C][C]-15.9944130569554[/C][/ROW]
[ROW][C]284[/C][C]506.1[/C][C]533.000815338702[/C][C]-26.9008153387023[/C][/ROW]
[ROW][C]285[/C][C]484[/C][C]506.101371308581[/C][C]-22.1013713085808[/C][/ROW]
[ROW][C]286[/C][C]457[/C][C]484.001126649871[/C][C]-27.0011266498707[/C][/ROW]
[ROW][C]287[/C][C]481.5[/C][C]457.001376422097[/C][C]24.4986235779027[/C][/ROW]
[ROW][C]288[/C][C]469.5[/C][C]481.498751146673[/C][C]-11.9987511466732[/C][/ROW]
[ROW][C]289[/C][C]544.7[/C][C]469.500611653967[/C][C]75.1993883460335[/C][/ROW]
[ROW][C]290[/C][C]541.2[/C][C]544.696166600707[/C][C]-3.4961666007066[/C][/ROW]
[ROW][C]291[/C][C]521.5[/C][C]541.200178222229[/C][C]-19.7001782222286[/C][/ROW]
[ROW][C]292[/C][C]469.7[/C][C]521.501004245526[/C][C]-51.8010042455257[/C][/ROW]
[ROW][C]293[/C][C]434.4[/C][C]469.70264063229[/C][C]-35.3026406322902[/C][/ROW]
[ROW][C]294[/C][C]542.6[/C][C]434.401799603968[/C][C]108.198200396032[/C][/ROW]
[ROW][C]295[/C][C]517.3[/C][C]542.594484437785[/C][C]-25.2944844377852[/C][/ROW]
[ROW][C]296[/C][C]485.7[/C][C]517.301289423503[/C][C]-31.6012894235033[/C][/ROW]
[ROW][C]297[/C][C]465.8[/C][C]485.701610922153[/C][C]-19.9016109221525[/C][/ROW]
[ROW][C]298[/C][C]447[/C][C]465.801014513853[/C][C]-18.8010145138534[/C][/ROW]
[ROW][C]299[/C][C]426.6[/C][C]447.000958409335[/C][C]-20.4009584093346[/C][/ROW]
[ROW][C]300[/C][C]411.6[/C][C]426.601039968825[/C][C]-15.0010399688251[/C][/ROW]
[ROW][C]301[/C][C]467.5[/C][C]411.60076470005[/C][C]55.8992352999501[/C][/ROW]
[ROW][C]302[/C][C]484.5[/C][C]467.497150454361[/C][C]17.0028495456388[/C][/ROW]
[ROW][C]303[/C][C]451.2[/C][C]484.499133254766[/C][C]-33.2991332547662[/C][/ROW]
[ROW][C]304[/C][C]417.4[/C][C]451.201697472236[/C][C]-33.8016974722361[/C][/ROW]
[ROW][C]305[/C][C]379.9[/C][C]417.401723091185[/C][C]-37.5017230911854[/C][/ROW]
[ROW][C]306[/C][C]484.7[/C][C]379.901911705427[/C][C]104.798088294573[/C][/ROW]
[ROW][C]307[/C][C]455[/C][C]484.694657763494[/C][C]-29.6946577634945[/C][/ROW]
[ROW][C]308[/C][C]420.8[/C][C]455.001513728803[/C][C]-34.2015137288028[/C][/ROW]
[ROW][C]309[/C][C]416.5[/C][C]420.801743472406[/C][C]-4.30174347240643[/C][/ROW]
[ROW][C]310[/C][C]376.3[/C][C]416.500219287693[/C][C]-40.200219287693[/C][/ROW]
[ROW][C]311[/C][C]405.6[/C][C]376.302049265235[/C][C]29.2979507347653[/C][/ROW]
[ROW][C]312[/C][C]405.8[/C][C]405.598506493921[/C][C]0.201493506079146[/C][/ROW]
[ROW][C]313[/C][C]500.8[/C][C]405.799989728573[/C][C]95.0000102714275[/C][/ROW]
[ROW][C]314[/C][C]514[/C][C]500.795157234916[/C][C]13.2048427650843[/C][/ROW]
[ROW][C]315[/C][C]475.5[/C][C]513.999326863741[/C][C]-38.4993268637413[/C][/ROW]
[ROW][C]316[/C][C]430.1[/C][C]475.501962559745[/C][C]-45.4019625597447[/C][/ROW]
[ROW][C]317[/C][C]414.4[/C][C]430.10231443174[/C][C]-15.7023144317398[/C][/ROW]
[ROW][C]318[/C][C]538[/C][C]414.400800448546[/C][C]123.599199551454[/C][/ROW]
[ROW][C]319[/C][C]526[/C][C]537.993699349228[/C][C]-11.9936993492282[/C][/ROW]
[ROW][C]320[/C][C]488.5[/C][C]526.000611396444[/C][C]-37.5006113964438[/C][/ROW]
[ROW][C]321[/C][C]520.2[/C][C]488.501911648757[/C][C]31.6980883512434[/C][/ROW]
[ROW][C]322[/C][C]504.4[/C][C]520.19838414338[/C][C]-15.79838414338[/C][/ROW]
[ROW][C]323[/C][C]568.5[/C][C]504.40080534584[/C][C]64.0991946541595[/C][/ROW]
[ROW][C]324[/C][C]610.6[/C][C]568.496732449387[/C][C]42.1032675506131[/C][/ROW]
[ROW][C]325[/C][C]818[/C][C]610.597853724084[/C][C]207.402146275916[/C][/ROW]
[ROW][C]326[/C][C]830.9[/C][C]817.989427370907[/C][C]12.9105726290926[/C][/ROW]
[ROW][C]327[/C][C]835.9[/C][C]830.899341864594[/C][C]5.00065813540618[/C][/ROW]
[ROW][C]328[/C][C]782[/C][C]835.899745084105[/C][C]-53.8997450841052[/C][/ROW]
[ROW][C]329[/C][C]762.3[/C][C]782.002747618688[/C][C]-19.7027476186877[/C][/ROW]
[ROW][C]330[/C][C]856.9[/C][C]762.301004376504[/C][C]94.5989956234956[/C][/ROW]
[ROW][C]331[/C][C]820.9[/C][C]856.895177677226[/C][C]-35.9951776772265[/C][/ROW]
[ROW][C]332[/C][C]769.6[/C][C]820.901834907061[/C][C]-51.3018349070611[/C][/ROW]
[ROW][C]333[/C][C]752.2[/C][C]769.6026151864[/C][C]-17.4026151863999[/C][/ROW]
[ROW][C]334[/C][C]724.4[/C][C]752.200887123875[/C][C]-27.8008871238746[/C][/ROW]
[ROW][C]335[/C][C]723.1[/C][C]724.401417191062[/C][C]-1.30141719106223[/C][/ROW]
[ROW][C]336[/C][C]719.5[/C][C]723.100066341653[/C][C]-3.60006634165325[/C][/ROW]
[ROW][C]337[/C][C]817.4[/C][C]719.50018351867[/C][C]97.8998164813295[/C][/ROW]
[ROW][C]338[/C][C]803.3[/C][C]817.395009413034[/C][C]-14.0950094130342[/C][/ROW]
[ROW][C]339[/C][C]752.5[/C][C]803.300718513811[/C][C]-50.8007185138111[/C][/ROW]
[ROW][C]340[/C][C]689[/C][C]752.502589641256[/C][C]-63.5025896412556[/C][/ROW]
[ROW][C]341[/C][C]630.4[/C][C]689.003237137796[/C][C]-58.6032371377961[/C][/ROW]
[ROW][C]342[/C][C]765.5[/C][C]630.402987386105[/C][C]135.097012613895[/C][/ROW]
[ROW][C]343[/C][C]757.7[/C][C]765.493113231316[/C][C]-7.79311323131628[/C][/ROW]
[ROW][C]344[/C][C]732.2[/C][C]757.700397265396[/C][C]-25.5003972653955[/C][/ROW]
[ROW][C]345[/C][C]702.6[/C][C]732.201299920212[/C][C]-29.6012999202122[/C][/ROW]
[ROW][C]346[/C][C]683.3[/C][C]702.60150896975[/C][C]-19.3015089697496[/C][/ROW]
[ROW][C]347[/C][C]709.5[/C][C]683.300983922775[/C][C]26.1990160772252[/C][/ROW]
[ROW][C]348[/C][C]702.2[/C][C]709.498664466667[/C][C]-7.29866446666745[/C][/ROW]
[ROW][C]349[/C][C]784.8[/C][C]702.200372060143[/C][C]82.5996279398565[/C][/ROW]
[ROW][C]350[/C][C]810.9[/C][C]784.795789362622[/C][C]26.1042106373781[/C][/ROW]
[ROW][C]351[/C][C]755.6[/C][C]810.898669299514[/C][C]-55.298669299514[/C][/ROW]
[ROW][C]352[/C][C]656.8[/C][C]755.602818930905[/C][C]-98.8028189309047[/C][/ROW]
[ROW][C]353[/C][C]615.1[/C][C]656.805036618842[/C][C]-41.7050366188422[/C][/ROW]
[ROW][C]354[/C][C]745.3[/C][C]615.102125975509[/C][C]130.197874024491[/C][/ROW]
[ROW][C]355[/C][C]694.1[/C][C]745.293362972103[/C][C]-51.193362972103[/C][/ROW]
[ROW][C]356[/C][C]675.7[/C][C]694.102609656884[/C][C]-18.4026096568837[/C][/ROW]
[ROW][C]357[/C][C]643.7[/C][C]675.700938100062[/C][C]-32.0009381000618[/C][/ROW]
[ROW][C]358[/C][C]622.1[/C][C]643.701631294831[/C][C]-21.601631294831[/C][/ROW]
[ROW][C]359[/C][C]634.6[/C][C]622.101101174889[/C][C]12.4988988251107[/C][/ROW]
[ROW][C]360[/C][C]588[/C][C]634.599362850271[/C][C]-46.5993628502707[/C][/ROW]
[ROW][C]361[/C][C]689.7[/C][C]588.002375470979[/C][C]101.697624529021[/C][/ROW]
[ROW][C]362[/C][C]673.9[/C][C]689.69481581419[/C][C]-15.7948158141897[/C][/ROW]
[ROW][C]363[/C][C]647.9[/C][C]673.90080516394[/C][C]-26.0008051639396[/C][/ROW]
[ROW][C]364[/C][C]568.8[/C][C]647.90132542924[/C][C]-79.10132542924[/C][/ROW]
[ROW][C]365[/C][C]545.7[/C][C]568.804032306268[/C][C]-23.1040323062683[/C][/ROW]
[ROW][C]366[/C][C]632.6[/C][C]545.701177761988[/C][C]86.8988222380119[/C][/ROW]
[ROW][C]367[/C][C]643.8[/C][C]632.595570204877[/C][C]11.2044297951231[/C][/ROW]
[ROW][C]368[/C][C]593.1[/C][C]643.799428837731[/C][C]-50.6994288377311[/C][/ROW]
[ROW][C]369[/C][C]579.7[/C][C]593.102584477866[/C][C]-13.4025844778655[/C][/ROW]
[ROW][C]370[/C][C]546[/C][C]579.700683216433[/C][C]-33.700683216433[/C][/ROW]
[ROW][C]371[/C][C]562.9[/C][C]546.001717941835[/C][C]16.8982820581647[/C][/ROW]
[ROW][C]372[/C][C]572.5[/C][C]562.899138585247[/C][C]9.60086141475256[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147415&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147415&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
2280.7235.145.6
3264.6280.697675473011-16.0976754730108
4240.7264.600820602656-23.9008206026557
5201.4240.701218379442-39.301218379442
6240.8201.40200343734339.3979965626573
7241.1240.7979916292470.302008370752787
8223.8241.09998460468-17.2999846046796
9206.1223.80088189213-17.70088189213
10174.7206.100902328458-31.4009023284581
11203.3174.70160070712628.598399292874
12220.5203.29854215458317.2014578454167
13299.5220.49912313041679.0008768695836
14347.4299.49597281424547.9040271857555
15338.3347.39755802184-9.09755802184026
16327.7338.300463761385-10.6004637613851
17351.6327.70054037421323.8994596257871
18396.6351.59878168993645.0012183100642
19438.8396.59770599678742.2022940032128
20395.6438.797848676065-43.1978486760655
21363.5395.602202073797-32.1022020737965
22378.8363.50163645691115.2983635430892
23357378.799220143444-21.7992201434442
24369357.00111124727111.9988887527288
25464.8368.99938833901995.8006116609812
26479.1464.79511642308414.3048835769163
27431.3479.099270787545-47.799270787545
28366.5431.302436638048-64.8024366380484
29326.3366.503303399406-40.2033033994063
30355.1326.30204942245228.7979505775481
31331.6355.098531982163-23.4985319821634
32261.3331.601197872189-70.3011978721885
33249261.303583706838-12.3035837068383
34205.5249.000627193254-43.5006271932542
35235.6205.50221750837630.0977824916238
36240.9235.5984657213225.30153427867799
37264.9240.89972974650224.0002702534981
38253.8264.898776550966-11.098776550966
39232.3253.800565776439-21.5005657764395
40193.8232.301096022926-38.5010960229261
41177193.80196264993-16.8019626499302
42213.2177.00085650472936.1991434952708
43207.2213.198154695482-5.99815469548162
44180.6207.200305764747-26.6003057647472
45188.6180.6013559896647.99864401033619
46175.4188.599592257371-13.1995922573711
47199175.40067286860623.5993271313937
48179.6198.998796989631-19.3987969896307
49225.8179.60098888217546.1990111178255
50234225.7976449375398.20235506246084
51200.2233.999581872901-33.7995818729009
52183.6200.20172298334-16.6017229833396
53178.2183.600846297218-5.40084629721801
54203.2178.20027531607424.9997246839258
55208.5203.1987256023085.30127439769188
56191.8208.49972975975-16.6997297597497
57172.8191.800851293257-19.0008512932574
58148172.800968596308-24.8009685963081
59159.4148.00126426580811.3987357341917
60154.5159.399418932701-4.89941893270051
61213.2154.50024975507858.6997502449223
62196.4213.197007693998-16.7970076939978
63182.8196.400856252143-13.600856252143
64176.4182.800693323628-6.40069332362793
65153.6176.400326284745-22.8003262847452
66173.2153.60116228012719.5988377198726
67171173.199000920455-2.19900092045535
68151.2171.000112097302-19.8001120973024
69161.9151.20100933980210.6989906601983
70157.2161.899454603234-4.69945460323365
71201.7157.20023956160244.4997604383978
72236.4201.69773155933934.7022684406612
73356.1236.398231000887119.701768999114
74398.3356.09389802647642.2061019735239
75403.7398.2978484819495.40215151805137
76384.6403.69972461739-19.0997246173902
77365.8384.600973636521-18.800973636521
78368.1365.8009584072512.29904159274912
79367.9368.099882802977-0.199882802977413
80347367.90001018932-20.9000101893195
81343.3347.001065408723-3.70106540872274
82292.9343.300188667246-50.4001886672463
83311.5292.90256922365818.5974307763418
84300.9311.499051968645-10.5990519686454
85366.9300.90054030224565.9994596977552
86356.9366.896635580585-9.99663558058472
87329.7356.900509593184-27.2005095931844
88316.2329.701386585936-13.5013865859357
89269316.200688253016-47.2006882530156
90289.3269.00240612442420.2975938755757
91266.2289.298965300334-23.0989653003338
92253.6266.20117750369-12.60117750369
93233.8253.600642363535-19.8006423635351
94228.4233.801009366833-5.40100936683282
95253.6228.40027532438725.1997246756131
96260.1253.5987154070156.50128459298529
97306.6260.09966858746746.5003314125329
98309.2306.5976295772942.60237042270552
99309.5309.1998673403450.300132659655333
100271309.499984700297-38.4999847002967
101279.9271.0019625932798.89803740672107
102317.9279.89954640947138.0004535905285
103298.4317.898062871053-19.4980628710533
104246.7298.400993942399-51.7009939423987
105227.3246.702635534118-19.4026355341181
106209.1227.30098907785-18.20098907785
107259.9209.10092782215750.7990721778434
108266259.8974104426696.10258955733121
109320.6265.99968891153254.6003110884678
110308.5320.597216668931-12.0972166689311
111282.2308.500616673391-26.3006166733912
112262.7282.201340712572-19.5013407125721
113263.5262.7009941094910.799005890508568
114313.1263.49995926950149.6000407304991
115284.3313.097471565058-28.7974715650583
116252.6284.301467993418-31.7014679934183
117250.3252.601616028902-2.30161602890232
118246.5250.300117328258-3.8001173282583
119312.7246.50019371656366.1998062834366
120333.2312.69662536762320.5033746323768
121446.4333.198954810357113.201045189643
122511.6446.39422941042265.2057705895778
123515.5511.5966760400533.90332395994699
124506.4515.499801022327-9.09980102232691
125483.2506.400463875725-23.2004638757252
126522.3483.20118267772939.098817322271
127509.8522.298006880348-12.4980068803484
128460.7509.800637104261-49.1006371042611
129405.8460.702502977108-54.9025029771082
130375405.802798735744-30.8027987357444
131378.5375.0015702179173.49842978208329
132406.8378.49982166240228.3001783375976
133467.8406.79855735683561.0014426431654
134469.8467.7968903618462.00310963815355
135429.8469.799897888544-39.9998978885435
136355.8429.802039053557-74.0020390535572
137332.7355.803772362654-23.1037723626542
138378332.70117774873745.298822251263
139360.5377.997690825989-17.497690825989
140334.7360.500891970495-25.800891970495
141319.5334.701315238371-15.2013152383713
142323.1319.5007749093763.59922509062409
143363.6323.09981652421440.5001834757865
144352.1363.59793544365-11.4979354436501
145411.9352.1005861241559.7994138758496
146388.6411.896951637029-23.2969516370287
147416.4388.60118759633427.7988124036656
148360.7416.3985829147-55.6985829146996
149338360.702839317089-22.7028393170887
150417.2338.00115731058679.1988426894139
151388.4417.195962722646-28.795962722646
152371.1388.401467916503-17.3014679165028
153331.5371.100881967744-39.600881967744
154353.7331.50201871313422.1979812868656
155396.7353.69886842529443.0011315747063
156447396.69780795414750.3021920458533
157533.5446.99743577186486.5025642281365
158565.4533.49559040471131.9044095952889
159542.3565.398373625851-23.0983736258514
160488.7542.301177473528-53.6011774735285
161467.1488.702732398765-21.6027323987651
162531.3467.1011012310264.1988987689802
163496.1531.296727366823-35.1967273668231
164444496.101794204884-52.1017942048837
165403.4444.0026559655-40.6026559655003
166386.3403.402069780036-17.1020697800355
167394.1386.3008718031317.79912819686899
168404.1394.09960242798310.0003975720172
169462.1404.09949021504358.0005097849574
170448.1462.097043338808-13.9970433388075
171432.3448.100713519847-15.8007135198467
172386.3432.300805464584-46.0008054645839
173395.2386.3023449586378.89765504136346
174421.9395.19954642896326.7004535710369
175382.9421.898638905155-38.9986389051546
176384.2382.9019880129091.29801198709049
177345.5384.199933831932-38.6999338319321
178323.4345.50197278598-22.1019727859796
179372.6323.40112668053249.1988733194681
180376372.5974920151563.40250798484357
181462.7375.99982655215786.700173447843
182487462.69558033129124.3044196687093
183444.2486.998761046503-42.7987610465028
184399.3444.202181729718-44.9021817297183
185394.9399.302288954678-4.40228895467772
186455.4394.90022441314760.4997755868533
187414455.396915935062-41.3969159350616
188375.5414.002110268604-38.5021102686043
189347375.501962701633-28.5019627016329
190339.4347.00145292942-7.60145292941985
191385.8339.4003874952346.3996125047699
192378.8385.797634711589-6.99763471158872
193451.8378.80035671470972.9996432852906
194446.1451.796278735943-5.69627873594266
195422.5446.100290376177-23.6002903761768
196383.1422.501203059472-39.4012030594722
197352.8383.102008534209-30.3020085342087
198445.3352.80154468940192.4984553105995
199367.5445.295284755355-77.7952847553548
200355.1367.503965728926-12.4039657289263
201326.2355.100632310375-28.9006323103752
202319.8326.201473252189-6.40147325218879
203331.8319.80032632450311.9996736754968
204340.9331.7993882990069.1006117009938
205394.1340.89953608294953.2004639170509
206417.2394.09728802819723.1027119718028
207369.9417.198822305318-47.298822305318
208349.2369.902411126952-20.7024111269518
209321.4349.20105533582-27.8010553358203
210405.7321.40141719963784.2985828003629
211342.9405.695702755902-62.7957027559021
212316.5342.903201103199-26.4032011031986
213284.2316.501345941964-32.3013459419641
214270.9284.201646608562-13.301646608562
215288.8270.90067807097717.8993219290232
216278.8288.79908755577-9.99908755576951
217324.4278.80050971817745.5994902818226
218310.9324.397675498994-13.4976754989945
219299310.900688063837-11.9006880638374
220273299.000606655057-26.0006066550569
221279.3273.0013254191216.29867458087932
222359.2279.2996789158179.9003210841899
223305359.195926963754-54.1959269637543
224282.1305.002762716994-22.9027627169941
225250.3282.101167501975-31.801167501975
226246.5250.301621111231-3.80162111123127
227257.9246.50019379322111.399806206779
228266.5257.8994188781328.6005811218684
229315.9266.49956157274349.4004384272574
230318.4315.8974817400792.50251825992103
231295.4318.399872430455-22.9998724304554
232266.4295.401172452285-29.0011724522853
233245.8266.40147837737-20.6014783773702
234362.8245.801050190625116.998949809375
235324.9362.794035806655-37.894035806655
236294.2324.901931704144-30.7019317041439
237289.5294.201565076072-4.70156507607157
238295.2289.5002396691875.69976033081338
239290.3295.199709446344-4.89970944634382
240272290.300249769887-18.300249769887
241307.4272.00093288211635.3990671178838
242328.7307.3981954805521.3018045194497
243292.9328.698914109221-35.798914109221
244249.1292.901824902237-43.8018249022375
245230.4249.102232862372-18.7022328623719
246361.5230.400953373795131.099046626205
247321.7361.493317033506-39.7933170335058
248277.2321.702028522795-44.5020285227945
249260.7277.20226855628-16.5022685562801
250251260.700841227382-9.70084122738245
251257.6251.0004945146336.59950548536733
252241.8257.599663580513-15.7996635805128
253287.5241.80080541106245.6991945889383
254292.3287.4976704164214.80232958357908
255274.7292.299755194195-17.5997551941946
256254.2274.700897173376-20.5008971733761
257230254.20104506335-24.2010450633504
258339230.001233683825108.998766316175
259318.2338.994443627761-20.7944436277613
260287318.201060027312-31.2010600273122
261295.8287.0015905198718.7984094801289
262284295.799551488151-11.7995514881514
263271284.000601499471-13.0006014994714
264262.7271.00066272476-8.30066272476012
265340.6262.70042313847777.8995768615235
266379.4340.5960289546338.8039710453696
267373.3379.398021910571-6.09802191057054
268355.2373.300310855625-18.1003108556253
269338.4355.200922689936-16.8009226899363
270466.9338.400856451716128.499143548284
271451466.893449567385-15.8934495673846
272422451.00081019194-29.0008101919402
273429.2422.0014783589037.19852164109653
274425.9429.199633044784-3.29963304478429
275460.7425.90016820364234.7998317963582
276463.6460.6982260274512.90177397254888
277541.4463.59985207780977.8001479221911
278544.2541.3960340231672.80396597683352
279517.5544.199857063715-26.6998570637152
280469.4517.501361064438-48.1013610644376
281439.4469.402452037544-30.0024520375441
282549439.401529419068109.598470580932
283533548.994413056955-15.9944130569554
284506.1533.000815338702-26.9008153387023
285484506.101371308581-22.1013713085808
286457484.001126649871-27.0011266498707
287481.5457.00137642209724.4986235779027
288469.5481.498751146673-11.9987511466732
289544.7469.50061165396775.1993883460335
290541.2544.696166600707-3.4961666007066
291521.5541.200178222229-19.7001782222286
292469.7521.501004245526-51.8010042455257
293434.4469.70264063229-35.3026406322902
294542.6434.401799603968108.198200396032
295517.3542.594484437785-25.2944844377852
296485.7517.301289423503-31.6012894235033
297465.8485.701610922153-19.9016109221525
298447465.801014513853-18.8010145138534
299426.6447.000958409335-20.4009584093346
300411.6426.601039968825-15.0010399688251
301467.5411.6007647000555.8992352999501
302484.5467.49715045436117.0028495456388
303451.2484.499133254766-33.2991332547662
304417.4451.201697472236-33.8016974722361
305379.9417.401723091185-37.5017230911854
306484.7379.901911705427104.798088294573
307455484.694657763494-29.6946577634945
308420.8455.001513728803-34.2015137288028
309416.5420.801743472406-4.30174347240643
310376.3416.500219287693-40.200219287693
311405.6376.30204926523529.2979507347653
312405.8405.5985064939210.201493506079146
313500.8405.79998972857395.0000102714275
314514500.79515723491613.2048427650843
315475.5513.999326863741-38.4993268637413
316430.1475.501962559745-45.4019625597447
317414.4430.10231443174-15.7023144317398
318538414.400800448546123.599199551454
319526537.993699349228-11.9936993492282
320488.5526.000611396444-37.5006113964438
321520.2488.50191164875731.6980883512434
322504.4520.19838414338-15.79838414338
323568.5504.4008053458464.0991946541595
324610.6568.49673244938742.1032675506131
325818610.597853724084207.402146275916
326830.9817.98942737090712.9105726290926
327835.9830.8993418645945.00065813540618
328782835.899745084105-53.8997450841052
329762.3782.002747618688-19.7027476186877
330856.9762.30100437650494.5989956234956
331820.9856.895177677226-35.9951776772265
332769.6820.901834907061-51.3018349070611
333752.2769.6026151864-17.4026151863999
334724.4752.200887123875-27.8008871238746
335723.1724.401417191062-1.30141719106223
336719.5723.100066341653-3.60006634165325
337817.4719.5001835186797.8998164813295
338803.3817.395009413034-14.0950094130342
339752.5803.300718513811-50.8007185138111
340689752.502589641256-63.5025896412556
341630.4689.003237137796-58.6032371377961
342765.5630.402987386105135.097012613895
343757.7765.493113231316-7.79311323131628
344732.2757.700397265396-25.5003972653955
345702.6732.201299920212-29.6012999202122
346683.3702.60150896975-19.3015089697496
347709.5683.30098392277526.1990160772252
348702.2709.498664466667-7.29866446666745
349784.8702.20037206014382.5996279398565
350810.9784.79578936262226.1042106373781
351755.6810.898669299514-55.298669299514
352656.8755.602818930905-98.8028189309047
353615.1656.805036618842-41.7050366188422
354745.3615.102125975509130.197874024491
355694.1745.293362972103-51.193362972103
356675.7694.102609656884-18.4026096568837
357643.7675.700938100062-32.0009381000618
358622.1643.701631294831-21.601631294831
359634.6622.10110117488912.4988988251107
360588634.599362850271-46.5993628502707
361689.7588.002375470979101.697624529021
362673.9689.69481581419-15.7948158141897
363647.9673.90080516394-26.0008051639396
364568.8647.90132542924-79.10132542924
365545.7568.804032306268-23.1040323062683
366632.6545.70117776198886.8988222380119
367643.8632.59557020487711.2044297951231
368593.1643.799428837731-50.6994288377311
369579.7593.102584477866-13.4025844778655
370546579.700683216433-33.700683216433
371562.9546.00171794183516.8982820581647
372572.5562.8991385852479.60086141475256







Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
373572.499510581985488.07796485681656.92105630716
374572.499510581985453.1124586649691.88656249907
375572.499510581985426.282073358247718.716947805723
376572.499510581985403.66287435897741.336146805
377572.499510581985383.734893892502761.264127271469
378572.499510581985365.718584728674779.280436435296
379572.499510581985349.150854710549795.848166453422
380572.499510581985333.729971355554811.269049808417
381572.499510581985319.246349406794825.752671757176
382572.499510581985305.547390477926839.451630686045
383572.499510581985292.517894737521852.481126426449
384572.499510581985280.068363140913864.930658023057

\begin{tabular}{lllllllll}
\hline
Extrapolation Forecasts of Exponential Smoothing \tabularnewline
t & Forecast & 95% Lower Bound & 95% Upper Bound \tabularnewline
373 & 572.499510581985 & 488.07796485681 & 656.92105630716 \tabularnewline
374 & 572.499510581985 & 453.1124586649 & 691.88656249907 \tabularnewline
375 & 572.499510581985 & 426.282073358247 & 718.716947805723 \tabularnewline
376 & 572.499510581985 & 403.66287435897 & 741.336146805 \tabularnewline
377 & 572.499510581985 & 383.734893892502 & 761.264127271469 \tabularnewline
378 & 572.499510581985 & 365.718584728674 & 779.280436435296 \tabularnewline
379 & 572.499510581985 & 349.150854710549 & 795.848166453422 \tabularnewline
380 & 572.499510581985 & 333.729971355554 & 811.269049808417 \tabularnewline
381 & 572.499510581985 & 319.246349406794 & 825.752671757176 \tabularnewline
382 & 572.499510581985 & 305.547390477926 & 839.451630686045 \tabularnewline
383 & 572.499510581985 & 292.517894737521 & 852.481126426449 \tabularnewline
384 & 572.499510581985 & 280.068363140913 & 864.930658023057 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147415&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]572.499510581985[/C][C]488.07796485681[/C][C]656.92105630716[/C][/ROW]
[ROW][C]374[/C][C]572.499510581985[/C][C]453.1124586649[/C][C]691.88656249907[/C][/ROW]
[ROW][C]375[/C][C]572.499510581985[/C][C]426.282073358247[/C][C]718.716947805723[/C][/ROW]
[ROW][C]376[/C][C]572.499510581985[/C][C]403.66287435897[/C][C]741.336146805[/C][/ROW]
[ROW][C]377[/C][C]572.499510581985[/C][C]383.734893892502[/C][C]761.264127271469[/C][/ROW]
[ROW][C]378[/C][C]572.499510581985[/C][C]365.718584728674[/C][C]779.280436435296[/C][/ROW]
[ROW][C]379[/C][C]572.499510581985[/C][C]349.150854710549[/C][C]795.848166453422[/C][/ROW]
[ROW][C]380[/C][C]572.499510581985[/C][C]333.729971355554[/C][C]811.269049808417[/C][/ROW]
[ROW][C]381[/C][C]572.499510581985[/C][C]319.246349406794[/C][C]825.752671757176[/C][/ROW]
[ROW][C]382[/C][C]572.499510581985[/C][C]305.547390477926[/C][C]839.451630686045[/C][/ROW]
[ROW][C]383[/C][C]572.499510581985[/C][C]292.517894737521[/C][C]852.481126426449[/C][/ROW]
[ROW][C]384[/C][C]572.499510581985[/C][C]280.068363140913[/C][C]864.930658023057[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147415&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147415&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
373572.499510581985488.07796485681656.92105630716
374572.499510581985453.1124586649691.88656249907
375572.499510581985426.282073358247718.716947805723
376572.499510581985403.66287435897741.336146805
377572.499510581985383.734893892502761.264127271469
378572.499510581985365.718584728674779.280436435296
379572.499510581985349.150854710549795.848166453422
380572.499510581985333.729971355554811.269049808417
381572.499510581985319.246349406794825.752671757176
382572.499510581985305.547390477926839.451630686045
383572.499510581985292.517894737521852.481126426449
384572.499510581985280.068363140913864.930658023057



Parameters (Session):
par1 = 12 ; par2 = Single ; par3 = additive ;
Parameters (R input):
par1 = 12 ; par2 = Single ; 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')