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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Module--
Title produced by softwareExponential Smoothing
Date of computationFri, 16 Dec 2011 10:21:40 -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/Dec/16/t1324048925ph6qi990dwas5yb.htm/, Retrieved Wed, 24 Apr 2024 19:14:51 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=156044, Retrieved Wed, 24 Apr 2024 19:14:51 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact120

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
F     [Univariate Data Series] [HPC Retail Sales] [2008-03-02 15:42:48] [74be16979710d4c4e7c6647856088456]
- RMPD  [Central Tendency] [Workshop 8 STAP 1...] [2011-11-26 13:04:08] [de8512d9b386046939a89973b76869e3]
- RMPD    [Decomposition by Loess] [Workshop 8 STAP 3...] [2011-11-26 14:09:35] [de8512d9b386046939a89973b76869e3]
- RMP       [Structural Time Series Models] [Workshop 8 STAP 3...] [2011-11-26 14:16:57] [de8512d9b386046939a89973b76869e3]
- RMP         [Exponential Smoothing] [Workshop 8 STAP 3...] [2011-11-26 14:46:02] [de8512d9b386046939a89973b76869e3]
- RMP             [Exponential Smoothing] [Paper SHW Deel 2 ...] [2011-12-16 15:21:40] [5c44e6aad476a1bab98fc6774eca4c08] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
235.10
280.70
264.60
240.70
201.40
240.80
241.10
223.80
206.10
174.70
203.30
220.50
299.50
347.40
338.30
327.70
351.60
396.60
438.80
395.60
363.50
378.80
357.00
369.00
464.80
479.10
431.30
366.50
326.30
355.10
331.60
261.30
249.00
205.50
235.60
240.90
264.90
253.80
232.30
193.80
177.00
213.20
207.20
180.60
188.60
175.40
199.00
179.60
225.80
234.00
200.20
183.60
178.20
203.20
208.50
191.80
172.80
148.00
159.40
154.50
213.20
196.40
182.80
176.40
153.60
173.20
171.00
151.20
161.90
157.20
201.70
236.40
356.10
398.30
403.70
384.60
365.80
368.10
367.90
347.00
343.30
292.90
311.50
300.90
366.90
356.90
329.70
316.20
269.00
289.30
266.20
253.60
233.80
228.40
253.60
260.10
306.60
309.20
309.50
271.00
279.90
317.90
298.40
246.70
227.30
209.10
259.90
266.00
320.60
308.50
282.20
262.70
263.50
313.10
284.30
252.60
250.30
246.50
312.70
333.20
446.40
511.60
515.50
506.40
483.20
522.30
509.80
460.70
405.80
375.00
378.50
406.80
467.80
469.80
429.80
355.80
332.70
378.00
360.50
334.70
319.50
323.10
363.60
352.10
411.90
388.60
416.40
360.70
338.00
417.20
388.40
371.10
331.50
353.70
396.70
447.00
533.50
565.40
542.30
488.70
467.10
531.30
496.10
444.00
403.40
386.30
394.10
404.10
462.10
448.10
432.30
386.30
395.20
421.90
382.90
384.20
345.50
323.40
372.60
376.00
462.70
487.00
444.20
399.30
394.90
455.40
414.00
375.50
347.00
339.40
385.80
378.80
451.80
446.10
422.50
383.10
352.80
445.30
367.50
355.10
326.20
319.80
331.80
340.90
394.10
417.20
369.90
349.20
321.40
405.70
342.90
316.50
284.20
270.90
288.80
278.80
324.40
310.90
299.00
273.00
279.30
359.20
305.00
282.10
250.30
246.50
257.90
266.50
315.90
318.40
295.40
266.40
245.80
362.80
324.90
294.20
289.50
295.20
290.30
272.00
307.40
328.70
292.90
249.10
230.40
361.50
321.70
277.20
260.70
251.00
257.60
241.80
287.50
292.30
274.70
254.20
230.00
339.00
318.20
287.00
295.80
284.00
271.00
262.70
340.60
379.40
373.30
355.20
338.40
466.90
451.00
422.00
429.20
425.90
460.70
463.60
541.40
544.20
517.50
469.40
439.40
549.00
533.00
506.10
484.00
457.00
481.50
469.50
544.70
541.20
521.50
469.70
434.40
542.60
517.30
485.70
465.80
447.00
426.60
411.60
467.50
484.50
451.20
417.40
379.90
484.70
455.00
420.80
416.50
376.30
405.60
405.80
500.80
514.00
475.50
430.10
414.40
538.00
526.00
488.50
520.20
504.40
568.50
610.60
818.00
830.90
835.90
782.00
762.30
856.90
820.90
769.60
752.20
724.40
723.10
719.50
817.40
803.30
752.50
689.00
630.40
765.50
757.70
732.20
702.60
683.30
709.50
702.20
784.80
810.90
755.60
656.80
615.10
745.30
694.10
675.70
643.70
622.10
634.60
588.00
689.70
673.90
647.90
568.80
545.70
632.60
643.80
593.10
579.70
546.00
562.90
572.50

Tables (Output of Computation)





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=156044&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=156044&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156044&T=0

As an alternative you can also use a QR Code:  
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
alpha0.859090117482426
beta0.0739570283337536
gamma1

\begin{tabular}{lllllllll}
\hline
Estimated Parameters of Exponential Smoothing \tabularnewline
Parameter & Value \tabularnewline
alpha & 0.859090117482426 \tabularnewline
beta & 0.0739570283337536 \tabularnewline
gamma & 1 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156044&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]0.859090117482426[/C][/ROW]
[ROW][C]beta[/C][C]0.0739570283337536[/C][/ROW]
[ROW][C]gamma[/C][C]1[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156044&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156044&T=1

As an alternative you can also use a QR Code:  
QR Code


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

Estimated Parameters of Exponential Smoothing
ParameterValue
alpha0.859090117482426
beta0.0739570283337536
gamma1






Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
13299.5239.39449786324860.1055021367521
14347.4339.4926874107567.90731258924438
15338.3339.929491887113-1.62949188711269
16327.7329.22395755945-1.52395755944974
17351.6353.166427606604-1.56642760660441
18396.6400.389554566437-3.78955456643666
19438.8384.59954292543954.2004570745614
20395.6427.763510672222-32.1635106722219
21363.5393.90201437851-30.4020143785102
22378.8345.0763539586633.7236460413397
23357410.295571899348-53.2955718993481
24369383.104598762058-14.1045987620579
25464.8456.9763496283557.82365037164504
26479.1502.592157461922-23.4921574619217
27431.3470.50284979557-39.2028497955702
28366.5420.938726552737-54.4387265527371
29326.3389.460118106086-63.1601181060856
30355.1369.58551331217-14.48551331217
31331.6338.228558771616-6.62855877161644
32261.3298.551050153261-37.2510501532606
33249241.8295371107637.17046288923711
34205.5217.967581386681-12.4675813866814
35235.6211.95733168454223.6426683154577
36240.9241.988791886475-1.0887918864747
37264.9316.562325993368-51.6623259933685
38253.8289.312251522348-35.5122515223484
39232.3226.5697412314695.73025876853075
40193.8198.202113954416-4.40211395441639
41177196.401440515575-19.4014405155752
42213.2211.6793624025711.52063759742936
43207.2186.89836567157220.3016343284285
44180.6159.47044742172721.1295525782726
45188.6156.30095820607732.2990417939228
46175.4149.99447971846125.4055202815389
47199182.75018236709216.2498176329084
48179.6203.617154073344-24.0171540733444
49225.8250.581620945867-24.7816209458666
50234249.622858322185-15.6228583221851
51200.2211.96495270279-11.7649527027905
52183.6168.21438552810315.3856144718968
53178.2183.631603723917-5.43160372391736
54203.2217.078589038264-13.8785890382636
55208.5183.95588261148524.5441173885148
56191.8162.80003652860428.9999634713956
57172.8170.976618453961.82338154604037
58148138.5919296298149.40807037018644
59159.4156.3723356699593.02766433004112
60154.5159.424275934005-4.92427593400538
61213.2223.114609211206-9.91460921120554
62196.4237.594180801579-41.1941808015788
63182.8178.2627997603254.53720023967503
64176.4153.12978183564423.2702181643558
65153.6173.67493513226-20.0749351322602
66173.2193.709042121911-20.5090421219108
67171160.24037388481810.7596261151817
68151.2126.9305281610324.2694718389698
69161.9125.97343500233335.9265649976673
70157.2124.88167557348732.3183244265131
71201.7163.8270763267237.8729236732796
72236.4200.28973145665936.1102685433414
73356.1305.7324136332350.3675863667696
74398.3378.62546212398619.6745378760142
75403.7392.9303782937510.7696217062501
76384.6391.087800001002-6.48780000100203
77365.8393.366236037287-27.566236037287
78368.1419.833367569896-51.733367569896
79367.9374.892290362597-6.99229036259692
80347338.0537741138938.94622588610736
81343.3334.4198121734288.8801878265719
82292.9316.710509488051-23.8105094880509
83311.5311.77886280598-0.27886280597977
84300.9316.35329838902-15.4532983890202
85366.9377.367075471289-10.4670754712891
86356.9387.667386022288-30.767386022288
87329.7348.173160300283-18.4731603002825
88316.2307.7085006900448.49149930995566
89269309.768910811547-40.768910811547
90289.3310.533091409793-21.2330914097927
91266.2289.081542105615-22.8815421056147
92253.6230.81166774215422.7883322578464
93233.8229.9125323951363.88746760486373
94228.4193.8428897748634.5571102251398
95253.6236.61385954398616.9861404560139
96260.1249.22293544593110.8770645540691
97306.6330.57306919561-23.97306919561
98309.2322.565480154245-13.3654801542449
99309.5297.014561387112.4854386129
100271286.173816735983-15.1738167359828
101279.9258.68681702115121.2131829788488
102317.9317.1145787306170.785421269383164
103298.4317.408182699646-19.0081826996459
104246.7272.208856180452-25.5088561804516
105227.3227.393813157532-0.0938131575317982
106209.1192.21164188139816.8883581186024
107259.9216.19113515040743.7088648495929
108266251.457955826314.5420441737
109320.6331.840111835225-11.2401118352251
110308.5337.869195516853-29.3691955168528
111282.2302.798685634971-20.5986856349709
112262.7258.1226023264044.57739767359607
113263.5252.47023978887711.0297602111226
114313.1298.36331492353214.7366850764681
115284.3307.831866174973-23.5318661749727
116252.6257.521531948133-4.92153194813298
117250.3234.97337077229515.3266292277048
118246.5217.41073864867529.0892613513254
119312.7258.40540905845954.2945909415411
120333.2302.08322849753731.1167715024629
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125483.2512.512377188484-29.312377188484
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127509.8526.121899968481-16.3218999684809
128460.7495.489232971947-34.7892329719472
129405.8459.09880068269-53.2988006826901
130375389.12347213966-14.1234721396601
131378.5398.404078112998-19.9040781129979
132406.8372.21618999884234.5838100011579
133467.8470.525432412874-2.72543241287417
134469.8483.954123473305-14.1541234733052
135429.8460.286335606016-30.486335606016
136355.8412.522391646778-56.7223916467779
137332.7349.797567198498-17.0975671984976
138378371.2181956989526.781804301048
139360.5364.699191314889-4.19919131488905
140334.7328.7818508091135.91814919088711
141319.5314.2439783904015.25602160959932
142323.1293.30246578657729.7975342134231
143363.6335.50093976778628.0990602322143
144352.1357.280180836376-5.18018083637611
145411.9412.695121167534-0.795121167534489
146388.6422.818142247417-34.2181422474168
147416.4374.9838357368441.4161642631596
148360.7385.233730369835-24.5337303698354
149338357.730557989374-19.7305579893741
150417.2382.07192241625235.1280775837478
151388.4401.976465130285-13.5764651302848
152371.1362.4519171334048.64808286659621
153331.5353.362534337187-21.862534337187
154353.7314.05541302732639.6445869726741
155396.7366.57323390523430.126766094766
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158565.4543.80544343758621.594556562414
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170448.1465.976809417729-17.8768094177293
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175382.9401.40374633766-18.5037463376605
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180376365.50808892568410.4919110743164
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182487460.61742294146926.382577058531
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184399.3412.65001012335-13.3500101233498
185394.9399.846762703068-4.94676270306798
186455.4445.18523678711210.2147632128882
187414434.151738608337-20.151738608337
188375.5396.700384154201-21.2003841542007
189347350.841962139078-3.84196213907836
190339.4336.9228191706232.47718082937701
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193451.8435.82365094062215.9763490593784
194446.1450.391690398507-4.29169039850666
195422.5428.182394150977-5.68239415097673
196383.1388.765764693687-5.66576469368721
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198445.3406.57026663676738.7297333632328
199367.5415.337997290182-47.8379972901823
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201326.2328.814714534774-2.61471453477384
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205394.1395.827214314572-1.72721431457239
206417.2389.46549335054627.7345066494545
207369.9393.743594079095-23.8435940790949
208349.2336.74328649325912.4567135067414
209321.4342.370587319689-20.9705873196891
210405.7383.34495918672622.355040813274
211342.9364.569053506191-21.6690535061908
212316.5331.084150283876-14.5841502838757
213284.2291.148261888218-6.94826188821833
214270.9274.74430073495-3.84430073495002
215288.8291.392175220439-2.59217522043883
216278.8281.406079633933-2.60607963393284
217324.4331.548573088642-7.14857308864231
218310.9322.033931876023-11.1339318760226
219299280.53620945195618.4637905480442
220273262.56839385803210.4316061419681
221279.3259.18860509352520.1113949064753
222359.2341.61418287413517.5858171258652
223305312.287709889258-7.2877098892576
224282.1292.819794800918-10.7197948009177
225250.3258.189017955925-7.88901795592506
226246.5242.2637795270814.23622047291923
227257.9267.392926941997-9.49292694199659
228266.5252.40100018442314.0989998155771
229315.9318.240445580035-2.34044558003501
230318.4314.5861962459853.813803754015
231295.4293.3416064871782.05839351282185
232266.4262.3470021429774.05299785702346
233245.8256.644862137143-10.8448621371432
234362.8311.94698767561850.8530123243816
235324.9309.63540494847315.264595051527
236294.2312.431512532697-18.2315125326971
237289.5274.64229006875314.8577099312466
238295.2284.30824957791110.891750422089
239290.3317.984531433373-27.6845314333725
240272294.296902373435-22.2969023734349
241307.4327.848256250696-20.4482562506962
242328.7309.6502155883919.0497844116101
243292.9302.3606364003-9.46063640030042
244249.1262.13262133736-13.0326213373596
245230.4238.949005941188-8.54900594118786
246361.5304.35905495315357.140945046847
247321.7302.27585778784719.4241422121533
248277.2304.030983001452-26.830983001452
249260.7263.075789422776-2.37578942277605
250251255.841984245508-4.84198424550806
251257.6268.030343313098-10.4303433130984
252241.8258.485597270855-16.6855972708549
253287.5296.035389246684-8.53538924668408
254292.3293.311460964079-1.01146096407871
255274.7263.16967956427511.5303204357248
256254.2240.20475181102413.9952481889759
257230242.322825473091-12.3228254730913
258339314.95794196670124.0420580332989
259318.2278.23294040030839.9670595996923
260287291.531480962192-4.53148096219155
261295.8275.00936559526520.7906344047346
262284290.631809056547-6.63180905654662
263271303.683088525327-32.6830885253269
264262.7275.913953207475-13.2139532074752
265340.6319.58936998492521.0106300150749
266379.4347.18028410871632.2197158912835
267373.3353.33766049523819.9623395047617
268355.2344.48298556248910.7170144375114
269338.4346.387055178653-7.98705517865272
270466.9434.45740781397732.4425921860229
271451414.31319374295136.6868062570488
272422425.434985112529-3.43498511252898
273429.2420.4042296438838.7957703561168
274425.9428.077042793118-2.17704279311778
275460.7447.78665426950912.9133457304909
276463.6471.331531394261-7.73153139426097
277541.4534.2869271766127.1130728233876
278544.2560.382569088662-16.1825690886617
279517.5529.020070591125-11.5200705911252
280469.4495.605387268538-26.2053872685377
281439.4464.597282316292-25.1972823162915
282549543.929055135585.07094486441963
283533499.478722234233.5212777658004
284506.1500.6368993951015.46310060489913
285484503.948599258883-19.9485992588831
286457482.529699094898-25.5296990948981
287481.5479.9683989844421.53160101555767
288469.5485.767856568263-16.2678565682633
289544.7537.8807614233446.81923857665561
290541.2554.821948325977-13.6219483259765
291521.5520.8594981550890.640501844910659
292469.7491.13841952318-21.4384195231802
293434.4459.986377618636-25.5863776186362
294542.6538.8430095991963.7569904008036
295517.3492.78335613909624.5166438609038
296485.7477.1905023343578.50949766564275
297465.8474.67056277421-8.87056277420987
298447457.81810414325-10.8181041432497
299426.6468.479148728365-41.8791487283652
300411.6428.48916034173-16.8891603417301
301467.5477.29445373111-9.79445373111042
302484.5469.99999767684714.5000023231531
303451.2456.910688022213-5.71068802221339
304417.4412.9228295510584.47717044894159
305379.9399.397295919866-19.497295919866
306484.7483.953812065860.746187934139982
307455434.37559840498920.6244015950107
308420.8409.0788462188711.7211537811301
309416.5402.9684949744513.5315050255502
310376.3402.609844364408-26.309844364408
311405.6392.12384130082513.4761586991746
312405.8403.2659893177842.53401068221564
313500.8471.0469195540629.75308044594
314514504.9530388555959.0469611444048
315475.5487.787076964121-12.2870769641206
316430.1442.623129418819-12.5231294188193
317414.4413.0724918327941.32750816720568
318538521.65294278661716.3470572133829
319526492.550575949833.4494240502
320488.5482.1042231066126.39577689338842
321520.2476.42274265979943.7772573402013
322504.4503.1043187927361.29568120726367
323568.5530.36456847970638.1354315202941
324610.6571.14052026292539.4594797370748
325818686.816402393428131.183597606572
326830.9823.7244543835387.17554561646182
327835.9820.60737393255415.2926260674461
328782819.518684587316-37.5186845873162
329762.3789.273262898008-26.9732628980084
330856.9892.686051835723-35.786051835723
331820.9834.923070258651-14.023070258651
332769.6790.581771362848-20.9817713628479
333752.2775.608807568442-23.4088075684418
334724.4743.277586017288-18.8775860172879
335723.1761.808702989775-38.7087029897747
336719.5735.28327672928-15.7832767292801
337817.4811.4436843282955.9563156717054
338803.3810.358043321371-7.05804332137131
339752.5782.314249740777-29.8142497407767
340689718.324599906623-29.3245999066231
341630.4680.416753181498-50.0167531814983
342765.5745.13937646479520.360623535205
343757.7724.59346743090433.1065325690961
344732.2708.67000900014623.5299909998537
345702.6723.332569468268-20.7325694682676
346683.3685.846910809691-2.54691080969121
347709.5708.5586701269020.941329873098425
348702.2714.791330063741-12.5913300637409
349784.8792.424749328058-7.62474932805799
350810.9772.64253303650738.2574669634931
351755.6778.006062405978-22.4060624059783
352656.8718.604184623442-61.8041846234416
353615.1645.96857893957-30.8685789395701
354745.3734.36553119833810.9344688016622
355694.1704.226286331927-10.1262863319272
356675.7643.77423741845931.9257625815407
357643.7653.907648081476-10.2076480814758
358622.1623.190251191308-1.09025119130797
359634.6642.901356733159-8.30135673315863
360588633.956006137365-45.956006137365
361689.7676.17532814353913.5246718564608
362673.9674.920698593806-1.02069859380583
363647.9629.39015581590118.5098441840985
364568.8593.584269672454-24.7842696724545
365545.7553.460453189643-7.76045318964293
366632.6665.417236164438-32.8172361644375
367643.8589.76127362836954.0387263716307
368593.1589.4726828544833.62731714551694
369579.7566.67458230677313.0254176932274
370546555.993761806174-9.99376180617435
371562.9565.266689948433-2.36668994843342
372572.5554.71776084741117.7822391525889

\begin{tabular}{lllllllll}
\hline
Interpolation Forecasts of Exponential Smoothing \tabularnewline
t & Observed & Fitted & Residuals \tabularnewline
13 & 299.5 & 239.394497863248 & 60.1055021367521 \tabularnewline
14 & 347.4 & 339.492687410756 & 7.90731258924438 \tabularnewline
15 & 338.3 & 339.929491887113 & -1.62949188711269 \tabularnewline
16 & 327.7 & 329.22395755945 & -1.52395755944974 \tabularnewline
17 & 351.6 & 353.166427606604 & -1.56642760660441 \tabularnewline
18 & 396.6 & 400.389554566437 & -3.78955456643666 \tabularnewline
19 & 438.8 & 384.599542925439 & 54.2004570745614 \tabularnewline
20 & 395.6 & 427.763510672222 & -32.1635106722219 \tabularnewline
21 & 363.5 & 393.90201437851 & -30.4020143785102 \tabularnewline
22 & 378.8 & 345.07635395866 & 33.7236460413397 \tabularnewline
23 & 357 & 410.295571899348 & -53.2955718993481 \tabularnewline
24 & 369 & 383.104598762058 & -14.1045987620579 \tabularnewline
25 & 464.8 & 456.976349628355 & 7.82365037164504 \tabularnewline
26 & 479.1 & 502.592157461922 & -23.4921574619217 \tabularnewline
27 & 431.3 & 470.50284979557 & -39.2028497955702 \tabularnewline
28 & 366.5 & 420.938726552737 & -54.4387265527371 \tabularnewline
29 & 326.3 & 389.460118106086 & -63.1601181060856 \tabularnewline
30 & 355.1 & 369.58551331217 & -14.48551331217 \tabularnewline
31 & 331.6 & 338.228558771616 & -6.62855877161644 \tabularnewline
32 & 261.3 & 298.551050153261 & -37.2510501532606 \tabularnewline
33 & 249 & 241.829537110763 & 7.17046288923711 \tabularnewline
34 & 205.5 & 217.967581386681 & -12.4675813866814 \tabularnewline
35 & 235.6 & 211.957331684542 & 23.6426683154577 \tabularnewline
36 & 240.9 & 241.988791886475 & -1.0887918864747 \tabularnewline
37 & 264.9 & 316.562325993368 & -51.6623259933685 \tabularnewline
38 & 253.8 & 289.312251522348 & -35.5122515223484 \tabularnewline
39 & 232.3 & 226.569741231469 & 5.73025876853075 \tabularnewline
40 & 193.8 & 198.202113954416 & -4.40211395441639 \tabularnewline
41 & 177 & 196.401440515575 & -19.4014405155752 \tabularnewline
42 & 213.2 & 211.679362402571 & 1.52063759742936 \tabularnewline
43 & 207.2 & 186.898365671572 & 20.3016343284285 \tabularnewline
44 & 180.6 & 159.470447421727 & 21.1295525782726 \tabularnewline
45 & 188.6 & 156.300958206077 & 32.2990417939228 \tabularnewline
46 & 175.4 & 149.994479718461 & 25.4055202815389 \tabularnewline
47 & 199 & 182.750182367092 & 16.2498176329084 \tabularnewline
48 & 179.6 & 203.617154073344 & -24.0171540733444 \tabularnewline
49 & 225.8 & 250.581620945867 & -24.7816209458666 \tabularnewline
50 & 234 & 249.622858322185 & -15.6228583221851 \tabularnewline
51 & 200.2 & 211.96495270279 & -11.7649527027905 \tabularnewline
52 & 183.6 & 168.214385528103 & 15.3856144718968 \tabularnewline
53 & 178.2 & 183.631603723917 & -5.43160372391736 \tabularnewline
54 & 203.2 & 217.078589038264 & -13.8785890382636 \tabularnewline
55 & 208.5 & 183.955882611485 & 24.5441173885148 \tabularnewline
56 & 191.8 & 162.800036528604 & 28.9999634713956 \tabularnewline
57 & 172.8 & 170.97661845396 & 1.82338154604037 \tabularnewline
58 & 148 & 138.591929629814 & 9.40807037018644 \tabularnewline
59 & 159.4 & 156.372335669959 & 3.02766433004112 \tabularnewline
60 & 154.5 & 159.424275934005 & -4.92427593400538 \tabularnewline
61 & 213.2 & 223.114609211206 & -9.91460921120554 \tabularnewline
62 & 196.4 & 237.594180801579 & -41.1941808015788 \tabularnewline
63 & 182.8 & 178.262799760325 & 4.53720023967503 \tabularnewline
64 & 176.4 & 153.129781835644 & 23.2702181643558 \tabularnewline
65 & 153.6 & 173.67493513226 & -20.0749351322602 \tabularnewline
66 & 173.2 & 193.709042121911 & -20.5090421219108 \tabularnewline
67 & 171 & 160.240373884818 & 10.7596261151817 \tabularnewline
68 & 151.2 & 126.93052816103 & 24.2694718389698 \tabularnewline
69 & 161.9 & 125.973435002333 & 35.9265649976673 \tabularnewline
70 & 157.2 & 124.881675573487 & 32.3183244265131 \tabularnewline
71 & 201.7 & 163.82707632672 & 37.8729236732796 \tabularnewline
72 & 236.4 & 200.289731456659 & 36.1102685433414 \tabularnewline
73 & 356.1 & 305.73241363323 & 50.3675863667696 \tabularnewline
74 & 398.3 & 378.625462123986 & 19.6745378760142 \tabularnewline
75 & 403.7 & 392.93037829375 & 10.7696217062501 \tabularnewline
76 & 384.6 & 391.087800001002 & -6.48780000100203 \tabularnewline
77 & 365.8 & 393.366236037287 & -27.566236037287 \tabularnewline
78 & 368.1 & 419.833367569896 & -51.733367569896 \tabularnewline
79 & 367.9 & 374.892290362597 & -6.99229036259692 \tabularnewline
80 & 347 & 338.053774113893 & 8.94622588610736 \tabularnewline
81 & 343.3 & 334.419812173428 & 8.8801878265719 \tabularnewline
82 & 292.9 & 316.710509488051 & -23.8105094880509 \tabularnewline
83 & 311.5 & 311.77886280598 & -0.27886280597977 \tabularnewline
84 & 300.9 & 316.35329838902 & -15.4532983890202 \tabularnewline
85 & 366.9 & 377.367075471289 & -10.4670754712891 \tabularnewline
86 & 356.9 & 387.667386022288 & -30.767386022288 \tabularnewline
87 & 329.7 & 348.173160300283 & -18.4731603002825 \tabularnewline
88 & 316.2 & 307.708500690044 & 8.49149930995566 \tabularnewline
89 & 269 & 309.768910811547 & -40.768910811547 \tabularnewline
90 & 289.3 & 310.533091409793 & -21.2330914097927 \tabularnewline
91 & 266.2 & 289.081542105615 & -22.8815421056147 \tabularnewline
92 & 253.6 & 230.811667742154 & 22.7883322578464 \tabularnewline
93 & 233.8 & 229.912532395136 & 3.88746760486373 \tabularnewline
94 & 228.4 & 193.84288977486 & 34.5571102251398 \tabularnewline
95 & 253.6 & 236.613859543986 & 16.9861404560139 \tabularnewline
96 & 260.1 & 249.222935445931 & 10.8770645540691 \tabularnewline
97 & 306.6 & 330.57306919561 & -23.97306919561 \tabularnewline
98 & 309.2 & 322.565480154245 & -13.3654801542449 \tabularnewline
99 & 309.5 & 297.0145613871 & 12.4854386129 \tabularnewline
100 & 271 & 286.173816735983 & -15.1738167359828 \tabularnewline
101 & 279.9 & 258.686817021151 & 21.2131829788488 \tabularnewline
102 & 317.9 & 317.114578730617 & 0.785421269383164 \tabularnewline
103 & 298.4 & 317.408182699646 & -19.0081826996459 \tabularnewline
104 & 246.7 & 272.208856180452 & -25.5088561804516 \tabularnewline
105 & 227.3 & 227.393813157532 & -0.0938131575317982 \tabularnewline
106 & 209.1 & 192.211641881398 & 16.8883581186024 \tabularnewline
107 & 259.9 & 216.191135150407 & 43.7088648495929 \tabularnewline
108 & 266 & 251.4579558263 & 14.5420441737 \tabularnewline
109 & 320.6 & 331.840111835225 & -11.2401118352251 \tabularnewline
110 & 308.5 & 337.869195516853 & -29.3691955168528 \tabularnewline
111 & 282.2 & 302.798685634971 & -20.5986856349709 \tabularnewline
112 & 262.7 & 258.122602326404 & 4.57739767359607 \tabularnewline
113 & 263.5 & 252.470239788877 & 11.0297602111226 \tabularnewline
114 & 313.1 & 298.363314923532 & 14.7366850764681 \tabularnewline
115 & 284.3 & 307.831866174973 & -23.5318661749727 \tabularnewline
116 & 252.6 & 257.521531948133 & -4.92153194813298 \tabularnewline
117 & 250.3 & 234.973370772295 & 15.3266292277048 \tabularnewline
118 & 246.5 & 217.410738648675 & 29.0892613513254 \tabularnewline
119 & 312.7 & 258.405409058459 & 54.2945909415411 \tabularnewline
120 & 333.2 & 302.083228497537 & 31.1167715024629 \tabularnewline
121 & 446.4 & 397.551495514047 & 48.848504485953 \tabularnewline
122 & 511.6 & 460.945211166622 & 50.6547888333779 \tabularnewline
123 & 515.5 & 509.24041352315 & 6.2595864768499 \tabularnewline
124 & 506.4 & 506.274072424588 & 0.125927575412106 \tabularnewline
125 & 483.2 & 512.512377188484 & -29.312377188484 \tabularnewline
126 & 522.3 & 536.512774692791 & -14.2127746927911 \tabularnewline
127 & 509.8 & 526.121899968481 & -16.3218999684809 \tabularnewline
128 & 460.7 & 495.489232971947 & -34.7892329719472 \tabularnewline
129 & 405.8 & 459.09880068269 & -53.2988006826901 \tabularnewline
130 & 375 & 389.12347213966 & -14.1234721396601 \tabularnewline
131 & 378.5 & 398.404078112998 & -19.9040781129979 \tabularnewline
132 & 406.8 & 372.216189998842 & 34.5838100011579 \tabularnewline
133 & 467.8 & 470.525432412874 & -2.72543241287417 \tabularnewline
134 & 469.8 & 483.954123473305 & -14.1541234733052 \tabularnewline
135 & 429.8 & 460.286335606016 & -30.486335606016 \tabularnewline
136 & 355.8 & 412.522391646778 & -56.7223916467779 \tabularnewline
137 & 332.7 & 349.797567198498 & -17.0975671984976 \tabularnewline
138 & 378 & 371.218195698952 & 6.781804301048 \tabularnewline
139 & 360.5 & 364.699191314889 & -4.19919131488905 \tabularnewline
140 & 334.7 & 328.781850809113 & 5.91814919088711 \tabularnewline
141 & 319.5 & 314.243978390401 & 5.25602160959932 \tabularnewline
142 & 323.1 & 293.302465786577 & 29.7975342134231 \tabularnewline
143 & 363.6 & 335.500939767786 & 28.0990602322143 \tabularnewline
144 & 352.1 & 357.280180836376 & -5.18018083637611 \tabularnewline
145 & 411.9 & 412.695121167534 & -0.795121167534489 \tabularnewline
146 & 388.6 & 422.818142247417 & -34.2181422474168 \tabularnewline
147 & 416.4 & 374.98383573684 & 41.4161642631596 \tabularnewline
148 & 360.7 & 385.233730369835 & -24.5337303698354 \tabularnewline
149 & 338 & 357.730557989374 & -19.7305579893741 \tabularnewline
150 & 417.2 & 382.071922416252 & 35.1280775837478 \tabularnewline
151 & 388.4 & 401.976465130285 & -13.5764651302848 \tabularnewline
152 & 371.1 & 362.451917133404 & 8.64808286659621 \tabularnewline
153 & 331.5 & 353.362534337187 & -21.862534337187 \tabularnewline
154 & 353.7 & 314.055413027326 & 39.6445869726741 \tabularnewline
155 & 396.7 & 366.573233905234 & 30.126766094766 \tabularnewline
156 & 447 & 387.633087863441 & 59.3669121365592 \tabularnewline
157 & 533.5 & 505.446748995593 & 28.0532510044074 \tabularnewline
158 & 565.4 & 543.805443437586 & 21.594556562414 \tabularnewline
159 & 542.3 & 566.284953845707 & -23.9849538457074 \tabularnewline
160 & 488.7 & 518.609150799593 & -29.9091507995927 \tabularnewline
161 & 467.1 & 494.376039391577 & -27.2760393915765 \tabularnewline
162 & 531.3 & 526.697088456681 & 4.60291154331912 \tabularnewline
163 & 496.1 & 518.307181163603 & -22.207181163603 \tabularnewline
164 & 444 & 478.743739592731 & -34.7437395927311 \tabularnewline
165 & 403.4 & 429.564702208672 & -26.1647022086715 \tabularnewline
166 & 386.3 & 396.442329515043 & -10.1423295150425 \tabularnewline
167 & 394.1 & 402.89803553054 & -8.79803553054023 \tabularnewline
168 & 404.1 & 390.215574175929 & 13.8844258240709 \tabularnewline
169 & 462.1 & 457.2308840541 & 4.86911594589952 \tabularnewline
170 & 448.1 & 465.976809417729 & -17.8768094177293 \tabularnewline
171 & 432.3 & 436.830999113449 & -4.53099911344941 \tabularnewline
172 & 386.3 & 394.975883254872 & -8.67588325487247 \tabularnewline
173 & 395.2 & 380.646930027698 & 14.5530699723015 \tabularnewline
174 & 421.9 & 447.344493179188 & -25.4444931791877 \tabularnewline
175 & 382.9 & 401.40374633766 & -18.5037463376605 \tabularnewline
176 & 384.2 & 355.531060486583 & 28.668939513417 \tabularnewline
177 & 345.5 & 358.342768894595 & -12.8427688945945 \tabularnewline
178 & 323.4 & 336.073935863088 & -12.6739358630883 \tabularnewline
179 & 372.6 & 337.534428429881 & 35.0655715701193 \tabularnewline
180 & 376 & 365.508088925684 & 10.4919110743164 \tabularnewline
181 & 462.7 & 427.900178185214 & 34.7998218147865 \tabularnewline
182 & 487 & 460.617422941469 & 26.382577058531 \tabularnewline
183 & 444.2 & 475.650295578897 & -31.4502955788973 \tabularnewline
184 & 399.3 & 412.65001012335 & -13.3500101233498 \tabularnewline
185 & 394.9 & 399.846762703068 & -4.94676270306798 \tabularnewline
186 & 455.4 & 445.185236787112 & 10.2147632128882 \tabularnewline
187 & 414 & 434.151738608337 & -20.151738608337 \tabularnewline
188 & 375.5 & 396.700384154201 & -21.2003841542007 \tabularnewline
189 & 347 & 350.841962139078 & -3.84196213907836 \tabularnewline
190 & 339.4 & 336.922819170623 & 2.47718082937701 \tabularnewline
191 & 385.8 & 359.682488023097 & 26.1175119769031 \tabularnewline
192 & 378.8 & 377.493798924108 & 1.30620107589158 \tabularnewline
193 & 451.8 & 435.823650940622 & 15.9763490593784 \tabularnewline
194 & 446.1 & 450.391690398507 & -4.29169039850666 \tabularnewline
195 & 422.5 & 428.182394150977 & -5.68239415097673 \tabularnewline
196 & 383.1 & 388.765764693687 & -5.66576469368721 \tabularnewline
197 & 352.8 & 383.132498938445 & -30.3324989384452 \tabularnewline
198 & 445.3 & 406.570266636767 & 38.7297333632328 \tabularnewline
199 & 367.5 & 415.337997290182 & -47.8379972901823 \tabularnewline
200 & 355.1 & 351.778059801717 & 3.32194019828319 \tabularnewline
201 & 326.2 & 328.814714534774 & -2.61471453477384 \tabularnewline
202 & 319.8 & 316.300508680224 & 3.49949131977644 \tabularnewline
203 & 331.8 & 342.794735054668 & -10.9947350546675 \tabularnewline
204 & 340.9 & 322.394312257622 & 18.5056877423781 \tabularnewline
205 & 394.1 & 395.827214314572 & -1.72721431457239 \tabularnewline
206 & 417.2 & 389.465493350546 & 27.7345066494545 \tabularnewline
207 & 369.9 & 393.743594079095 & -23.8435940790949 \tabularnewline
208 & 349.2 & 336.743286493259 & 12.4567135067414 \tabularnewline
209 & 321.4 & 342.370587319689 & -20.9705873196891 \tabularnewline
210 & 405.7 & 383.344959186726 & 22.355040813274 \tabularnewline
211 & 342.9 & 364.569053506191 & -21.6690535061908 \tabularnewline
212 & 316.5 & 331.084150283876 & -14.5841502838757 \tabularnewline
213 & 284.2 & 291.148261888218 & -6.94826188821833 \tabularnewline
214 & 270.9 & 274.74430073495 & -3.84430073495002 \tabularnewline
215 & 288.8 & 291.392175220439 & -2.59217522043883 \tabularnewline
216 & 278.8 & 281.406079633933 & -2.60607963393284 \tabularnewline
217 & 324.4 & 331.548573088642 & -7.14857308864231 \tabularnewline
218 & 310.9 & 322.033931876023 & -11.1339318760226 \tabularnewline
219 & 299 & 280.536209451956 & 18.4637905480442 \tabularnewline
220 & 273 & 262.568393858032 & 10.4316061419681 \tabularnewline
221 & 279.3 & 259.188605093525 & 20.1113949064753 \tabularnewline
222 & 359.2 & 341.614182874135 & 17.5858171258652 \tabularnewline
223 & 305 & 312.287709889258 & -7.2877098892576 \tabularnewline
224 & 282.1 & 292.819794800918 & -10.7197948009177 \tabularnewline
225 & 250.3 & 258.189017955925 & -7.88901795592506 \tabularnewline
226 & 246.5 & 242.263779527081 & 4.23622047291923 \tabularnewline
227 & 257.9 & 267.392926941997 & -9.49292694199659 \tabularnewline
228 & 266.5 & 252.401000184423 & 14.0989998155771 \tabularnewline
229 & 315.9 & 318.240445580035 & -2.34044558003501 \tabularnewline
230 & 318.4 & 314.586196245985 & 3.813803754015 \tabularnewline
231 & 295.4 & 293.341606487178 & 2.05839351282185 \tabularnewline
232 & 266.4 & 262.347002142977 & 4.05299785702346 \tabularnewline
233 & 245.8 & 256.644862137143 & -10.8448621371432 \tabularnewline
234 & 362.8 & 311.946987675618 & 50.8530123243816 \tabularnewline
235 & 324.9 & 309.635404948473 & 15.264595051527 \tabularnewline
236 & 294.2 & 312.431512532697 & -18.2315125326971 \tabularnewline
237 & 289.5 & 274.642290068753 & 14.8577099312466 \tabularnewline
238 & 295.2 & 284.308249577911 & 10.891750422089 \tabularnewline
239 & 290.3 & 317.984531433373 & -27.6845314333725 \tabularnewline
240 & 272 & 294.296902373435 & -22.2969023734349 \tabularnewline
241 & 307.4 & 327.848256250696 & -20.4482562506962 \tabularnewline
242 & 328.7 & 309.65021558839 & 19.0497844116101 \tabularnewline
243 & 292.9 & 302.3606364003 & -9.46063640030042 \tabularnewline
244 & 249.1 & 262.13262133736 & -13.0326213373596 \tabularnewline
245 & 230.4 & 238.949005941188 & -8.54900594118786 \tabularnewline
246 & 361.5 & 304.359054953153 & 57.140945046847 \tabularnewline
247 & 321.7 & 302.275857787847 & 19.4241422121533 \tabularnewline
248 & 277.2 & 304.030983001452 & -26.830983001452 \tabularnewline
249 & 260.7 & 263.075789422776 & -2.37578942277605 \tabularnewline
250 & 251 & 255.841984245508 & -4.84198424550806 \tabularnewline
251 & 257.6 & 268.030343313098 & -10.4303433130984 \tabularnewline
252 & 241.8 & 258.485597270855 & -16.6855972708549 \tabularnewline
253 & 287.5 & 296.035389246684 & -8.53538924668408 \tabularnewline
254 & 292.3 & 293.311460964079 & -1.01146096407871 \tabularnewline
255 & 274.7 & 263.169679564275 & 11.5303204357248 \tabularnewline
256 & 254.2 & 240.204751811024 & 13.9952481889759 \tabularnewline
257 & 230 & 242.322825473091 & -12.3228254730913 \tabularnewline
258 & 339 & 314.957941966701 & 24.0420580332989 \tabularnewline
259 & 318.2 & 278.232940400308 & 39.9670595996923 \tabularnewline
260 & 287 & 291.531480962192 & -4.53148096219155 \tabularnewline
261 & 295.8 & 275.009365595265 & 20.7906344047346 \tabularnewline
262 & 284 & 290.631809056547 & -6.63180905654662 \tabularnewline
263 & 271 & 303.683088525327 & -32.6830885253269 \tabularnewline
264 & 262.7 & 275.913953207475 & -13.2139532074752 \tabularnewline
265 & 340.6 & 319.589369984925 & 21.0106300150749 \tabularnewline
266 & 379.4 & 347.180284108716 & 32.2197158912835 \tabularnewline
267 & 373.3 & 353.337660495238 & 19.9623395047617 \tabularnewline
268 & 355.2 & 344.482985562489 & 10.7170144375114 \tabularnewline
269 & 338.4 & 346.387055178653 & -7.98705517865272 \tabularnewline
270 & 466.9 & 434.457407813977 & 32.4425921860229 \tabularnewline
271 & 451 & 414.313193742951 & 36.6868062570488 \tabularnewline
272 & 422 & 425.434985112529 & -3.43498511252898 \tabularnewline
273 & 429.2 & 420.404229643883 & 8.7957703561168 \tabularnewline
274 & 425.9 & 428.077042793118 & -2.17704279311778 \tabularnewline
275 & 460.7 & 447.786654269509 & 12.9133457304909 \tabularnewline
276 & 463.6 & 471.331531394261 & -7.73153139426097 \tabularnewline
277 & 541.4 & 534.286927176612 & 7.1130728233876 \tabularnewline
278 & 544.2 & 560.382569088662 & -16.1825690886617 \tabularnewline
279 & 517.5 & 529.020070591125 & -11.5200705911252 \tabularnewline
280 & 469.4 & 495.605387268538 & -26.2053872685377 \tabularnewline
281 & 439.4 & 464.597282316292 & -25.1972823162915 \tabularnewline
282 & 549 & 543.92905513558 & 5.07094486441963 \tabularnewline
283 & 533 & 499.4787222342 & 33.5212777658004 \tabularnewline
284 & 506.1 & 500.636899395101 & 5.46310060489913 \tabularnewline
285 & 484 & 503.948599258883 & -19.9485992588831 \tabularnewline
286 & 457 & 482.529699094898 & -25.5296990948981 \tabularnewline
287 & 481.5 & 479.968398984442 & 1.53160101555767 \tabularnewline
288 & 469.5 & 485.767856568263 & -16.2678565682633 \tabularnewline
289 & 544.7 & 537.880761423344 & 6.81923857665561 \tabularnewline
290 & 541.2 & 554.821948325977 & -13.6219483259765 \tabularnewline
291 & 521.5 & 520.859498155089 & 0.640501844910659 \tabularnewline
292 & 469.7 & 491.13841952318 & -21.4384195231802 \tabularnewline
293 & 434.4 & 459.986377618636 & -25.5863776186362 \tabularnewline
294 & 542.6 & 538.843009599196 & 3.7569904008036 \tabularnewline
295 & 517.3 & 492.783356139096 & 24.5166438609038 \tabularnewline
296 & 485.7 & 477.190502334357 & 8.50949766564275 \tabularnewline
297 & 465.8 & 474.67056277421 & -8.87056277420987 \tabularnewline
298 & 447 & 457.81810414325 & -10.8181041432497 \tabularnewline
299 & 426.6 & 468.479148728365 & -41.8791487283652 \tabularnewline
300 & 411.6 & 428.48916034173 & -16.8891603417301 \tabularnewline
301 & 467.5 & 477.29445373111 & -9.79445373111042 \tabularnewline
302 & 484.5 & 469.999997676847 & 14.5000023231531 \tabularnewline
303 & 451.2 & 456.910688022213 & -5.71068802221339 \tabularnewline
304 & 417.4 & 412.922829551058 & 4.47717044894159 \tabularnewline
305 & 379.9 & 399.397295919866 & -19.497295919866 \tabularnewline
306 & 484.7 & 483.95381206586 & 0.746187934139982 \tabularnewline
307 & 455 & 434.375598404989 & 20.6244015950107 \tabularnewline
308 & 420.8 & 409.07884621887 & 11.7211537811301 \tabularnewline
309 & 416.5 & 402.96849497445 & 13.5315050255502 \tabularnewline
310 & 376.3 & 402.609844364408 & -26.309844364408 \tabularnewline
311 & 405.6 & 392.123841300825 & 13.4761586991746 \tabularnewline
312 & 405.8 & 403.265989317784 & 2.53401068221564 \tabularnewline
313 & 500.8 & 471.04691955406 & 29.75308044594 \tabularnewline
314 & 514 & 504.953038855595 & 9.0469611444048 \tabularnewline
315 & 475.5 & 487.787076964121 & -12.2870769641206 \tabularnewline
316 & 430.1 & 442.623129418819 & -12.5231294188193 \tabularnewline
317 & 414.4 & 413.072491832794 & 1.32750816720568 \tabularnewline
318 & 538 & 521.652942786617 & 16.3470572133829 \tabularnewline
319 & 526 & 492.5505759498 & 33.4494240502 \tabularnewline
320 & 488.5 & 482.104223106612 & 6.39577689338842 \tabularnewline
321 & 520.2 & 476.422742659799 & 43.7772573402013 \tabularnewline
322 & 504.4 & 503.104318792736 & 1.29568120726367 \tabularnewline
323 & 568.5 & 530.364568479706 & 38.1354315202941 \tabularnewline
324 & 610.6 & 571.140520262925 & 39.4594797370748 \tabularnewline
325 & 818 & 686.816402393428 & 131.183597606572 \tabularnewline
326 & 830.9 & 823.724454383538 & 7.17554561646182 \tabularnewline
327 & 835.9 & 820.607373932554 & 15.2926260674461 \tabularnewline
328 & 782 & 819.518684587316 & -37.5186845873162 \tabularnewline
329 & 762.3 & 789.273262898008 & -26.9732628980084 \tabularnewline
330 & 856.9 & 892.686051835723 & -35.786051835723 \tabularnewline
331 & 820.9 & 834.923070258651 & -14.023070258651 \tabularnewline
332 & 769.6 & 790.581771362848 & -20.9817713628479 \tabularnewline
333 & 752.2 & 775.608807568442 & -23.4088075684418 \tabularnewline
334 & 724.4 & 743.277586017288 & -18.8775860172879 \tabularnewline
335 & 723.1 & 761.808702989775 & -38.7087029897747 \tabularnewline
336 & 719.5 & 735.28327672928 & -15.7832767292801 \tabularnewline
337 & 817.4 & 811.443684328295 & 5.9563156717054 \tabularnewline
338 & 803.3 & 810.358043321371 & -7.05804332137131 \tabularnewline
339 & 752.5 & 782.314249740777 & -29.8142497407767 \tabularnewline
340 & 689 & 718.324599906623 & -29.3245999066231 \tabularnewline
341 & 630.4 & 680.416753181498 & -50.0167531814983 \tabularnewline
342 & 765.5 & 745.139376464795 & 20.360623535205 \tabularnewline
343 & 757.7 & 724.593467430904 & 33.1065325690961 \tabularnewline
344 & 732.2 & 708.670009000146 & 23.5299909998537 \tabularnewline
345 & 702.6 & 723.332569468268 & -20.7325694682676 \tabularnewline
346 & 683.3 & 685.846910809691 & -2.54691080969121 \tabularnewline
347 & 709.5 & 708.558670126902 & 0.941329873098425 \tabularnewline
348 & 702.2 & 714.791330063741 & -12.5913300637409 \tabularnewline
349 & 784.8 & 792.424749328058 & -7.62474932805799 \tabularnewline
350 & 810.9 & 772.642533036507 & 38.2574669634931 \tabularnewline
351 & 755.6 & 778.006062405978 & -22.4060624059783 \tabularnewline
352 & 656.8 & 718.604184623442 & -61.8041846234416 \tabularnewline
353 & 615.1 & 645.96857893957 & -30.8685789395701 \tabularnewline
354 & 745.3 & 734.365531198338 & 10.9344688016622 \tabularnewline
355 & 694.1 & 704.226286331927 & -10.1262863319272 \tabularnewline
356 & 675.7 & 643.774237418459 & 31.9257625815407 \tabularnewline
357 & 643.7 & 653.907648081476 & -10.2076480814758 \tabularnewline
358 & 622.1 & 623.190251191308 & -1.09025119130797 \tabularnewline
359 & 634.6 & 642.901356733159 & -8.30135673315863 \tabularnewline
360 & 588 & 633.956006137365 & -45.956006137365 \tabularnewline
361 & 689.7 & 676.175328143539 & 13.5246718564608 \tabularnewline
362 & 673.9 & 674.920698593806 & -1.02069859380583 \tabularnewline
363 & 647.9 & 629.390155815901 & 18.5098441840985 \tabularnewline
364 & 568.8 & 593.584269672454 & -24.7842696724545 \tabularnewline
365 & 545.7 & 553.460453189643 & -7.76045318964293 \tabularnewline
366 & 632.6 & 665.417236164438 & -32.8172361644375 \tabularnewline
367 & 643.8 & 589.761273628369 & 54.0387263716307 \tabularnewline
368 & 593.1 & 589.472682854483 & 3.62731714551694 \tabularnewline
369 & 579.7 & 566.674582306773 & 13.0254176932274 \tabularnewline
370 & 546 & 555.993761806174 & -9.99376180617435 \tabularnewline
371 & 562.9 & 565.266689948433 & -2.36668994843342 \tabularnewline
372 & 572.5 & 554.717760847411 & 17.7822391525889 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156044&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]13[/C][C]299.5[/C][C]239.394497863248[/C][C]60.1055021367521[/C][/ROW]
[ROW][C]14[/C][C]347.4[/C][C]339.492687410756[/C][C]7.90731258924438[/C][/ROW]
[ROW][C]15[/C][C]338.3[/C][C]339.929491887113[/C][C]-1.62949188711269[/C][/ROW]
[ROW][C]16[/C][C]327.7[/C][C]329.22395755945[/C][C]-1.52395755944974[/C][/ROW]
[ROW][C]17[/C][C]351.6[/C][C]353.166427606604[/C][C]-1.56642760660441[/C][/ROW]
[ROW][C]18[/C][C]396.6[/C][C]400.389554566437[/C][C]-3.78955456643666[/C][/ROW]
[ROW][C]19[/C][C]438.8[/C][C]384.599542925439[/C][C]54.2004570745614[/C][/ROW]
[ROW][C]20[/C][C]395.6[/C][C]427.763510672222[/C][C]-32.1635106722219[/C][/ROW]
[ROW][C]21[/C][C]363.5[/C][C]393.90201437851[/C][C]-30.4020143785102[/C][/ROW]
[ROW][C]22[/C][C]378.8[/C][C]345.07635395866[/C][C]33.7236460413397[/C][/ROW]
[ROW][C]23[/C][C]357[/C][C]410.295571899348[/C][C]-53.2955718993481[/C][/ROW]
[ROW][C]24[/C][C]369[/C][C]383.104598762058[/C][C]-14.1045987620579[/C][/ROW]
[ROW][C]25[/C][C]464.8[/C][C]456.976349628355[/C][C]7.82365037164504[/C][/ROW]
[ROW][C]26[/C][C]479.1[/C][C]502.592157461922[/C][C]-23.4921574619217[/C][/ROW]
[ROW][C]27[/C][C]431.3[/C][C]470.50284979557[/C][C]-39.2028497955702[/C][/ROW]
[ROW][C]28[/C][C]366.5[/C][C]420.938726552737[/C][C]-54.4387265527371[/C][/ROW]
[ROW][C]29[/C][C]326.3[/C][C]389.460118106086[/C][C]-63.1601181060856[/C][/ROW]
[ROW][C]30[/C][C]355.1[/C][C]369.58551331217[/C][C]-14.48551331217[/C][/ROW]
[ROW][C]31[/C][C]331.6[/C][C]338.228558771616[/C][C]-6.62855877161644[/C][/ROW]
[ROW][C]32[/C][C]261.3[/C][C]298.551050153261[/C][C]-37.2510501532606[/C][/ROW]
[ROW][C]33[/C][C]249[/C][C]241.829537110763[/C][C]7.17046288923711[/C][/ROW]
[ROW][C]34[/C][C]205.5[/C][C]217.967581386681[/C][C]-12.4675813866814[/C][/ROW]
[ROW][C]35[/C][C]235.6[/C][C]211.957331684542[/C][C]23.6426683154577[/C][/ROW]
[ROW][C]36[/C][C]240.9[/C][C]241.988791886475[/C][C]-1.0887918864747[/C][/ROW]
[ROW][C]37[/C][C]264.9[/C][C]316.562325993368[/C][C]-51.6623259933685[/C][/ROW]
[ROW][C]38[/C][C]253.8[/C][C]289.312251522348[/C][C]-35.5122515223484[/C][/ROW]
[ROW][C]39[/C][C]232.3[/C][C]226.569741231469[/C][C]5.73025876853075[/C][/ROW]
[ROW][C]40[/C][C]193.8[/C][C]198.202113954416[/C][C]-4.40211395441639[/C][/ROW]
[ROW][C]41[/C][C]177[/C][C]196.401440515575[/C][C]-19.4014405155752[/C][/ROW]
[ROW][C]42[/C][C]213.2[/C][C]211.679362402571[/C][C]1.52063759742936[/C][/ROW]
[ROW][C]43[/C][C]207.2[/C][C]186.898365671572[/C][C]20.3016343284285[/C][/ROW]
[ROW][C]44[/C][C]180.6[/C][C]159.470447421727[/C][C]21.1295525782726[/C][/ROW]
[ROW][C]45[/C][C]188.6[/C][C]156.300958206077[/C][C]32.2990417939228[/C][/ROW]
[ROW][C]46[/C][C]175.4[/C][C]149.994479718461[/C][C]25.4055202815389[/C][/ROW]
[ROW][C]47[/C][C]199[/C][C]182.750182367092[/C][C]16.2498176329084[/C][/ROW]
[ROW][C]48[/C][C]179.6[/C][C]203.617154073344[/C][C]-24.0171540733444[/C][/ROW]
[ROW][C]49[/C][C]225.8[/C][C]250.581620945867[/C][C]-24.7816209458666[/C][/ROW]
[ROW][C]50[/C][C]234[/C][C]249.622858322185[/C][C]-15.6228583221851[/C][/ROW]
[ROW][C]51[/C][C]200.2[/C][C]211.96495270279[/C][C]-11.7649527027905[/C][/ROW]
[ROW][C]52[/C][C]183.6[/C][C]168.214385528103[/C][C]15.3856144718968[/C][/ROW]
[ROW][C]53[/C][C]178.2[/C][C]183.631603723917[/C][C]-5.43160372391736[/C][/ROW]
[ROW][C]54[/C][C]203.2[/C][C]217.078589038264[/C][C]-13.8785890382636[/C][/ROW]
[ROW][C]55[/C][C]208.5[/C][C]183.955882611485[/C][C]24.5441173885148[/C][/ROW]
[ROW][C]56[/C][C]191.8[/C][C]162.800036528604[/C][C]28.9999634713956[/C][/ROW]
[ROW][C]57[/C][C]172.8[/C][C]170.97661845396[/C][C]1.82338154604037[/C][/ROW]
[ROW][C]58[/C][C]148[/C][C]138.591929629814[/C][C]9.40807037018644[/C][/ROW]
[ROW][C]59[/C][C]159.4[/C][C]156.372335669959[/C][C]3.02766433004112[/C][/ROW]
[ROW][C]60[/C][C]154.5[/C][C]159.424275934005[/C][C]-4.92427593400538[/C][/ROW]
[ROW][C]61[/C][C]213.2[/C][C]223.114609211206[/C][C]-9.91460921120554[/C][/ROW]
[ROW][C]62[/C][C]196.4[/C][C]237.594180801579[/C][C]-41.1941808015788[/C][/ROW]
[ROW][C]63[/C][C]182.8[/C][C]178.262799760325[/C][C]4.53720023967503[/C][/ROW]
[ROW][C]64[/C][C]176.4[/C][C]153.129781835644[/C][C]23.2702181643558[/C][/ROW]
[ROW][C]65[/C][C]153.6[/C][C]173.67493513226[/C][C]-20.0749351322602[/C][/ROW]
[ROW][C]66[/C][C]173.2[/C][C]193.709042121911[/C][C]-20.5090421219108[/C][/ROW]
[ROW][C]67[/C][C]171[/C][C]160.240373884818[/C][C]10.7596261151817[/C][/ROW]
[ROW][C]68[/C][C]151.2[/C][C]126.93052816103[/C][C]24.2694718389698[/C][/ROW]
[ROW][C]69[/C][C]161.9[/C][C]125.973435002333[/C][C]35.9265649976673[/C][/ROW]
[ROW][C]70[/C][C]157.2[/C][C]124.881675573487[/C][C]32.3183244265131[/C][/ROW]
[ROW][C]71[/C][C]201.7[/C][C]163.82707632672[/C][C]37.8729236732796[/C][/ROW]
[ROW][C]72[/C][C]236.4[/C][C]200.289731456659[/C][C]36.1102685433414[/C][/ROW]
[ROW][C]73[/C][C]356.1[/C][C]305.73241363323[/C][C]50.3675863667696[/C][/ROW]
[ROW][C]74[/C][C]398.3[/C][C]378.625462123986[/C][C]19.6745378760142[/C][/ROW]
[ROW][C]75[/C][C]403.7[/C][C]392.93037829375[/C][C]10.7696217062501[/C][/ROW]
[ROW][C]76[/C][C]384.6[/C][C]391.087800001002[/C][C]-6.48780000100203[/C][/ROW]
[ROW][C]77[/C][C]365.8[/C][C]393.366236037287[/C][C]-27.566236037287[/C][/ROW]
[ROW][C]78[/C][C]368.1[/C][C]419.833367569896[/C][C]-51.733367569896[/C][/ROW]
[ROW][C]79[/C][C]367.9[/C][C]374.892290362597[/C][C]-6.99229036259692[/C][/ROW]
[ROW][C]80[/C][C]347[/C][C]338.053774113893[/C][C]8.94622588610736[/C][/ROW]
[ROW][C]81[/C][C]343.3[/C][C]334.419812173428[/C][C]8.8801878265719[/C][/ROW]
[ROW][C]82[/C][C]292.9[/C][C]316.710509488051[/C][C]-23.8105094880509[/C][/ROW]
[ROW][C]83[/C][C]311.5[/C][C]311.77886280598[/C][C]-0.27886280597977[/C][/ROW]
[ROW][C]84[/C][C]300.9[/C][C]316.35329838902[/C][C]-15.4532983890202[/C][/ROW]
[ROW][C]85[/C][C]366.9[/C][C]377.367075471289[/C][C]-10.4670754712891[/C][/ROW]
[ROW][C]86[/C][C]356.9[/C][C]387.667386022288[/C][C]-30.767386022288[/C][/ROW]
[ROW][C]87[/C][C]329.7[/C][C]348.173160300283[/C][C]-18.4731603002825[/C][/ROW]
[ROW][C]88[/C][C]316.2[/C][C]307.708500690044[/C][C]8.49149930995566[/C][/ROW]
[ROW][C]89[/C][C]269[/C][C]309.768910811547[/C][C]-40.768910811547[/C][/ROW]
[ROW][C]90[/C][C]289.3[/C][C]310.533091409793[/C][C]-21.2330914097927[/C][/ROW]
[ROW][C]91[/C][C]266.2[/C][C]289.081542105615[/C][C]-22.8815421056147[/C][/ROW]
[ROW][C]92[/C][C]253.6[/C][C]230.811667742154[/C][C]22.7883322578464[/C][/ROW]
[ROW][C]93[/C][C]233.8[/C][C]229.912532395136[/C][C]3.88746760486373[/C][/ROW]
[ROW][C]94[/C][C]228.4[/C][C]193.84288977486[/C][C]34.5571102251398[/C][/ROW]
[ROW][C]95[/C][C]253.6[/C][C]236.613859543986[/C][C]16.9861404560139[/C][/ROW]
[ROW][C]96[/C][C]260.1[/C][C]249.222935445931[/C][C]10.8770645540691[/C][/ROW]
[ROW][C]97[/C][C]306.6[/C][C]330.57306919561[/C][C]-23.97306919561[/C][/ROW]
[ROW][C]98[/C][C]309.2[/C][C]322.565480154245[/C][C]-13.3654801542449[/C][/ROW]
[ROW][C]99[/C][C]309.5[/C][C]297.0145613871[/C][C]12.4854386129[/C][/ROW]
[ROW][C]100[/C][C]271[/C][C]286.173816735983[/C][C]-15.1738167359828[/C][/ROW]
[ROW][C]101[/C][C]279.9[/C][C]258.686817021151[/C][C]21.2131829788488[/C][/ROW]
[ROW][C]102[/C][C]317.9[/C][C]317.114578730617[/C][C]0.785421269383164[/C][/ROW]
[ROW][C]103[/C][C]298.4[/C][C]317.408182699646[/C][C]-19.0081826996459[/C][/ROW]
[ROW][C]104[/C][C]246.7[/C][C]272.208856180452[/C][C]-25.5088561804516[/C][/ROW]
[ROW][C]105[/C][C]227.3[/C][C]227.393813157532[/C][C]-0.0938131575317982[/C][/ROW]
[ROW][C]106[/C][C]209.1[/C][C]192.211641881398[/C][C]16.8883581186024[/C][/ROW]
[ROW][C]107[/C][C]259.9[/C][C]216.191135150407[/C][C]43.7088648495929[/C][/ROW]
[ROW][C]108[/C][C]266[/C][C]251.4579558263[/C][C]14.5420441737[/C][/ROW]
[ROW][C]109[/C][C]320.6[/C][C]331.840111835225[/C][C]-11.2401118352251[/C][/ROW]
[ROW][C]110[/C][C]308.5[/C][C]337.869195516853[/C][C]-29.3691955168528[/C][/ROW]
[ROW][C]111[/C][C]282.2[/C][C]302.798685634971[/C][C]-20.5986856349709[/C][/ROW]
[ROW][C]112[/C][C]262.7[/C][C]258.122602326404[/C][C]4.57739767359607[/C][/ROW]
[ROW][C]113[/C][C]263.5[/C][C]252.470239788877[/C][C]11.0297602111226[/C][/ROW]
[ROW][C]114[/C][C]313.1[/C][C]298.363314923532[/C][C]14.7366850764681[/C][/ROW]
[ROW][C]115[/C][C]284.3[/C][C]307.831866174973[/C][C]-23.5318661749727[/C][/ROW]
[ROW][C]116[/C][C]252.6[/C][C]257.521531948133[/C][C]-4.92153194813298[/C][/ROW]
[ROW][C]117[/C][C]250.3[/C][C]234.973370772295[/C][C]15.3266292277048[/C][/ROW]
[ROW][C]118[/C][C]246.5[/C][C]217.410738648675[/C][C]29.0892613513254[/C][/ROW]
[ROW][C]119[/C][C]312.7[/C][C]258.405409058459[/C][C]54.2945909415411[/C][/ROW]
[ROW][C]120[/C][C]333.2[/C][C]302.083228497537[/C][C]31.1167715024629[/C][/ROW]
[ROW][C]121[/C][C]446.4[/C][C]397.551495514047[/C][C]48.848504485953[/C][/ROW]
[ROW][C]122[/C][C]511.6[/C][C]460.945211166622[/C][C]50.6547888333779[/C][/ROW]
[ROW][C]123[/C][C]515.5[/C][C]509.24041352315[/C][C]6.2595864768499[/C][/ROW]
[ROW][C]124[/C][C]506.4[/C][C]506.274072424588[/C][C]0.125927575412106[/C][/ROW]
[ROW][C]125[/C][C]483.2[/C][C]512.512377188484[/C][C]-29.312377188484[/C][/ROW]
[ROW][C]126[/C][C]522.3[/C][C]536.512774692791[/C][C]-14.2127746927911[/C][/ROW]
[ROW][C]127[/C][C]509.8[/C][C]526.121899968481[/C][C]-16.3218999684809[/C][/ROW]
[ROW][C]128[/C][C]460.7[/C][C]495.489232971947[/C][C]-34.7892329719472[/C][/ROW]
[ROW][C]129[/C][C]405.8[/C][C]459.09880068269[/C][C]-53.2988006826901[/C][/ROW]
[ROW][C]130[/C][C]375[/C][C]389.12347213966[/C][C]-14.1234721396601[/C][/ROW]
[ROW][C]131[/C][C]378.5[/C][C]398.404078112998[/C][C]-19.9040781129979[/C][/ROW]
[ROW][C]132[/C][C]406.8[/C][C]372.216189998842[/C][C]34.5838100011579[/C][/ROW]
[ROW][C]133[/C][C]467.8[/C][C]470.525432412874[/C][C]-2.72543241287417[/C][/ROW]
[ROW][C]134[/C][C]469.8[/C][C]483.954123473305[/C][C]-14.1541234733052[/C][/ROW]
[ROW][C]135[/C][C]429.8[/C][C]460.286335606016[/C][C]-30.486335606016[/C][/ROW]
[ROW][C]136[/C][C]355.8[/C][C]412.522391646778[/C][C]-56.7223916467779[/C][/ROW]
[ROW][C]137[/C][C]332.7[/C][C]349.797567198498[/C][C]-17.0975671984976[/C][/ROW]
[ROW][C]138[/C][C]378[/C][C]371.218195698952[/C][C]6.781804301048[/C][/ROW]
[ROW][C]139[/C][C]360.5[/C][C]364.699191314889[/C][C]-4.19919131488905[/C][/ROW]
[ROW][C]140[/C][C]334.7[/C][C]328.781850809113[/C][C]5.91814919088711[/C][/ROW]
[ROW][C]141[/C][C]319.5[/C][C]314.243978390401[/C][C]5.25602160959932[/C][/ROW]
[ROW][C]142[/C][C]323.1[/C][C]293.302465786577[/C][C]29.7975342134231[/C][/ROW]
[ROW][C]143[/C][C]363.6[/C][C]335.500939767786[/C][C]28.0990602322143[/C][/ROW]
[ROW][C]144[/C][C]352.1[/C][C]357.280180836376[/C][C]-5.18018083637611[/C][/ROW]
[ROW][C]145[/C][C]411.9[/C][C]412.695121167534[/C][C]-0.795121167534489[/C][/ROW]
[ROW][C]146[/C][C]388.6[/C][C]422.818142247417[/C][C]-34.2181422474168[/C][/ROW]
[ROW][C]147[/C][C]416.4[/C][C]374.98383573684[/C][C]41.4161642631596[/C][/ROW]
[ROW][C]148[/C][C]360.7[/C][C]385.233730369835[/C][C]-24.5337303698354[/C][/ROW]
[ROW][C]149[/C][C]338[/C][C]357.730557989374[/C][C]-19.7305579893741[/C][/ROW]
[ROW][C]150[/C][C]417.2[/C][C]382.071922416252[/C][C]35.1280775837478[/C][/ROW]
[ROW][C]151[/C][C]388.4[/C][C]401.976465130285[/C][C]-13.5764651302848[/C][/ROW]
[ROW][C]152[/C][C]371.1[/C][C]362.451917133404[/C][C]8.64808286659621[/C][/ROW]
[ROW][C]153[/C][C]331.5[/C][C]353.362534337187[/C][C]-21.862534337187[/C][/ROW]
[ROW][C]154[/C][C]353.7[/C][C]314.055413027326[/C][C]39.6445869726741[/C][/ROW]
[ROW][C]155[/C][C]396.7[/C][C]366.573233905234[/C][C]30.126766094766[/C][/ROW]
[ROW][C]156[/C][C]447[/C][C]387.633087863441[/C][C]59.3669121365592[/C][/ROW]
[ROW][C]157[/C][C]533.5[/C][C]505.446748995593[/C][C]28.0532510044074[/C][/ROW]
[ROW][C]158[/C][C]565.4[/C][C]543.805443437586[/C][C]21.594556562414[/C][/ROW]
[ROW][C]159[/C][C]542.3[/C][C]566.284953845707[/C][C]-23.9849538457074[/C][/ROW]
[ROW][C]160[/C][C]488.7[/C][C]518.609150799593[/C][C]-29.9091507995927[/C][/ROW]
[ROW][C]161[/C][C]467.1[/C][C]494.376039391577[/C][C]-27.2760393915765[/C][/ROW]
[ROW][C]162[/C][C]531.3[/C][C]526.697088456681[/C][C]4.60291154331912[/C][/ROW]
[ROW][C]163[/C][C]496.1[/C][C]518.307181163603[/C][C]-22.207181163603[/C][/ROW]
[ROW][C]164[/C][C]444[/C][C]478.743739592731[/C][C]-34.7437395927311[/C][/ROW]
[ROW][C]165[/C][C]403.4[/C][C]429.564702208672[/C][C]-26.1647022086715[/C][/ROW]
[ROW][C]166[/C][C]386.3[/C][C]396.442329515043[/C][C]-10.1423295150425[/C][/ROW]
[ROW][C]167[/C][C]394.1[/C][C]402.89803553054[/C][C]-8.79803553054023[/C][/ROW]
[ROW][C]168[/C][C]404.1[/C][C]390.215574175929[/C][C]13.8844258240709[/C][/ROW]
[ROW][C]169[/C][C]462.1[/C][C]457.2308840541[/C][C]4.86911594589952[/C][/ROW]
[ROW][C]170[/C][C]448.1[/C][C]465.976809417729[/C][C]-17.8768094177293[/C][/ROW]
[ROW][C]171[/C][C]432.3[/C][C]436.830999113449[/C][C]-4.53099911344941[/C][/ROW]
[ROW][C]172[/C][C]386.3[/C][C]394.975883254872[/C][C]-8.67588325487247[/C][/ROW]
[ROW][C]173[/C][C]395.2[/C][C]380.646930027698[/C][C]14.5530699723015[/C][/ROW]
[ROW][C]174[/C][C]421.9[/C][C]447.344493179188[/C][C]-25.4444931791877[/C][/ROW]
[ROW][C]175[/C][C]382.9[/C][C]401.40374633766[/C][C]-18.5037463376605[/C][/ROW]
[ROW][C]176[/C][C]384.2[/C][C]355.531060486583[/C][C]28.668939513417[/C][/ROW]
[ROW][C]177[/C][C]345.5[/C][C]358.342768894595[/C][C]-12.8427688945945[/C][/ROW]
[ROW][C]178[/C][C]323.4[/C][C]336.073935863088[/C][C]-12.6739358630883[/C][/ROW]
[ROW][C]179[/C][C]372.6[/C][C]337.534428429881[/C][C]35.0655715701193[/C][/ROW]
[ROW][C]180[/C][C]376[/C][C]365.508088925684[/C][C]10.4919110743164[/C][/ROW]
[ROW][C]181[/C][C]462.7[/C][C]427.900178185214[/C][C]34.7998218147865[/C][/ROW]
[ROW][C]182[/C][C]487[/C][C]460.617422941469[/C][C]26.382577058531[/C][/ROW]
[ROW][C]183[/C][C]444.2[/C][C]475.650295578897[/C][C]-31.4502955788973[/C][/ROW]
[ROW][C]184[/C][C]399.3[/C][C]412.65001012335[/C][C]-13.3500101233498[/C][/ROW]
[ROW][C]185[/C][C]394.9[/C][C]399.846762703068[/C][C]-4.94676270306798[/C][/ROW]
[ROW][C]186[/C][C]455.4[/C][C]445.185236787112[/C][C]10.2147632128882[/C][/ROW]
[ROW][C]187[/C][C]414[/C][C]434.151738608337[/C][C]-20.151738608337[/C][/ROW]
[ROW][C]188[/C][C]375.5[/C][C]396.700384154201[/C][C]-21.2003841542007[/C][/ROW]
[ROW][C]189[/C][C]347[/C][C]350.841962139078[/C][C]-3.84196213907836[/C][/ROW]
[ROW][C]190[/C][C]339.4[/C][C]336.922819170623[/C][C]2.47718082937701[/C][/ROW]
[ROW][C]191[/C][C]385.8[/C][C]359.682488023097[/C][C]26.1175119769031[/C][/ROW]
[ROW][C]192[/C][C]378.8[/C][C]377.493798924108[/C][C]1.30620107589158[/C][/ROW]
[ROW][C]193[/C][C]451.8[/C][C]435.823650940622[/C][C]15.9763490593784[/C][/ROW]
[ROW][C]194[/C][C]446.1[/C][C]450.391690398507[/C][C]-4.29169039850666[/C][/ROW]
[ROW][C]195[/C][C]422.5[/C][C]428.182394150977[/C][C]-5.68239415097673[/C][/ROW]
[ROW][C]196[/C][C]383.1[/C][C]388.765764693687[/C][C]-5.66576469368721[/C][/ROW]
[ROW][C]197[/C][C]352.8[/C][C]383.132498938445[/C][C]-30.3324989384452[/C][/ROW]
[ROW][C]198[/C][C]445.3[/C][C]406.570266636767[/C][C]38.7297333632328[/C][/ROW]
[ROW][C]199[/C][C]367.5[/C][C]415.337997290182[/C][C]-47.8379972901823[/C][/ROW]
[ROW][C]200[/C][C]355.1[/C][C]351.778059801717[/C][C]3.32194019828319[/C][/ROW]
[ROW][C]201[/C][C]326.2[/C][C]328.814714534774[/C][C]-2.61471453477384[/C][/ROW]
[ROW][C]202[/C][C]319.8[/C][C]316.300508680224[/C][C]3.49949131977644[/C][/ROW]
[ROW][C]203[/C][C]331.8[/C][C]342.794735054668[/C][C]-10.9947350546675[/C][/ROW]
[ROW][C]204[/C][C]340.9[/C][C]322.394312257622[/C][C]18.5056877423781[/C][/ROW]
[ROW][C]205[/C][C]394.1[/C][C]395.827214314572[/C][C]-1.72721431457239[/C][/ROW]
[ROW][C]206[/C][C]417.2[/C][C]389.465493350546[/C][C]27.7345066494545[/C][/ROW]
[ROW][C]207[/C][C]369.9[/C][C]393.743594079095[/C][C]-23.8435940790949[/C][/ROW]
[ROW][C]208[/C][C]349.2[/C][C]336.743286493259[/C][C]12.4567135067414[/C][/ROW]
[ROW][C]209[/C][C]321.4[/C][C]342.370587319689[/C][C]-20.9705873196891[/C][/ROW]
[ROW][C]210[/C][C]405.7[/C][C]383.344959186726[/C][C]22.355040813274[/C][/ROW]
[ROW][C]211[/C][C]342.9[/C][C]364.569053506191[/C][C]-21.6690535061908[/C][/ROW]
[ROW][C]212[/C][C]316.5[/C][C]331.084150283876[/C][C]-14.5841502838757[/C][/ROW]
[ROW][C]213[/C][C]284.2[/C][C]291.148261888218[/C][C]-6.94826188821833[/C][/ROW]
[ROW][C]214[/C][C]270.9[/C][C]274.74430073495[/C][C]-3.84430073495002[/C][/ROW]
[ROW][C]215[/C][C]288.8[/C][C]291.392175220439[/C][C]-2.59217522043883[/C][/ROW]
[ROW][C]216[/C][C]278.8[/C][C]281.406079633933[/C][C]-2.60607963393284[/C][/ROW]
[ROW][C]217[/C][C]324.4[/C][C]331.548573088642[/C][C]-7.14857308864231[/C][/ROW]
[ROW][C]218[/C][C]310.9[/C][C]322.033931876023[/C][C]-11.1339318760226[/C][/ROW]
[ROW][C]219[/C][C]299[/C][C]280.536209451956[/C][C]18.4637905480442[/C][/ROW]
[ROW][C]220[/C][C]273[/C][C]262.568393858032[/C][C]10.4316061419681[/C][/ROW]
[ROW][C]221[/C][C]279.3[/C][C]259.188605093525[/C][C]20.1113949064753[/C][/ROW]
[ROW][C]222[/C][C]359.2[/C][C]341.614182874135[/C][C]17.5858171258652[/C][/ROW]
[ROW][C]223[/C][C]305[/C][C]312.287709889258[/C][C]-7.2877098892576[/C][/ROW]
[ROW][C]224[/C][C]282.1[/C][C]292.819794800918[/C][C]-10.7197948009177[/C][/ROW]
[ROW][C]225[/C][C]250.3[/C][C]258.189017955925[/C][C]-7.88901795592506[/C][/ROW]
[ROW][C]226[/C][C]246.5[/C][C]242.263779527081[/C][C]4.23622047291923[/C][/ROW]
[ROW][C]227[/C][C]257.9[/C][C]267.392926941997[/C][C]-9.49292694199659[/C][/ROW]
[ROW][C]228[/C][C]266.5[/C][C]252.401000184423[/C][C]14.0989998155771[/C][/ROW]
[ROW][C]229[/C][C]315.9[/C][C]318.240445580035[/C][C]-2.34044558003501[/C][/ROW]
[ROW][C]230[/C][C]318.4[/C][C]314.586196245985[/C][C]3.813803754015[/C][/ROW]
[ROW][C]231[/C][C]295.4[/C][C]293.341606487178[/C][C]2.05839351282185[/C][/ROW]
[ROW][C]232[/C][C]266.4[/C][C]262.347002142977[/C][C]4.05299785702346[/C][/ROW]
[ROW][C]233[/C][C]245.8[/C][C]256.644862137143[/C][C]-10.8448621371432[/C][/ROW]
[ROW][C]234[/C][C]362.8[/C][C]311.946987675618[/C][C]50.8530123243816[/C][/ROW]
[ROW][C]235[/C][C]324.9[/C][C]309.635404948473[/C][C]15.264595051527[/C][/ROW]
[ROW][C]236[/C][C]294.2[/C][C]312.431512532697[/C][C]-18.2315125326971[/C][/ROW]
[ROW][C]237[/C][C]289.5[/C][C]274.642290068753[/C][C]14.8577099312466[/C][/ROW]
[ROW][C]238[/C][C]295.2[/C][C]284.308249577911[/C][C]10.891750422089[/C][/ROW]
[ROW][C]239[/C][C]290.3[/C][C]317.984531433373[/C][C]-27.6845314333725[/C][/ROW]
[ROW][C]240[/C][C]272[/C][C]294.296902373435[/C][C]-22.2969023734349[/C][/ROW]
[ROW][C]241[/C][C]307.4[/C][C]327.848256250696[/C][C]-20.4482562506962[/C][/ROW]
[ROW][C]242[/C][C]328.7[/C][C]309.65021558839[/C][C]19.0497844116101[/C][/ROW]
[ROW][C]243[/C][C]292.9[/C][C]302.3606364003[/C][C]-9.46063640030042[/C][/ROW]
[ROW][C]244[/C][C]249.1[/C][C]262.13262133736[/C][C]-13.0326213373596[/C][/ROW]
[ROW][C]245[/C][C]230.4[/C][C]238.949005941188[/C][C]-8.54900594118786[/C][/ROW]
[ROW][C]246[/C][C]361.5[/C][C]304.359054953153[/C][C]57.140945046847[/C][/ROW]
[ROW][C]247[/C][C]321.7[/C][C]302.275857787847[/C][C]19.4241422121533[/C][/ROW]
[ROW][C]248[/C][C]277.2[/C][C]304.030983001452[/C][C]-26.830983001452[/C][/ROW]
[ROW][C]249[/C][C]260.7[/C][C]263.075789422776[/C][C]-2.37578942277605[/C][/ROW]
[ROW][C]250[/C][C]251[/C][C]255.841984245508[/C][C]-4.84198424550806[/C][/ROW]
[ROW][C]251[/C][C]257.6[/C][C]268.030343313098[/C][C]-10.4303433130984[/C][/ROW]
[ROW][C]252[/C][C]241.8[/C][C]258.485597270855[/C][C]-16.6855972708549[/C][/ROW]
[ROW][C]253[/C][C]287.5[/C][C]296.035389246684[/C][C]-8.53538924668408[/C][/ROW]
[ROW][C]254[/C][C]292.3[/C][C]293.311460964079[/C][C]-1.01146096407871[/C][/ROW]
[ROW][C]255[/C][C]274.7[/C][C]263.169679564275[/C][C]11.5303204357248[/C][/ROW]
[ROW][C]256[/C][C]254.2[/C][C]240.204751811024[/C][C]13.9952481889759[/C][/ROW]
[ROW][C]257[/C][C]230[/C][C]242.322825473091[/C][C]-12.3228254730913[/C][/ROW]
[ROW][C]258[/C][C]339[/C][C]314.957941966701[/C][C]24.0420580332989[/C][/ROW]
[ROW][C]259[/C][C]318.2[/C][C]278.232940400308[/C][C]39.9670595996923[/C][/ROW]
[ROW][C]260[/C][C]287[/C][C]291.531480962192[/C][C]-4.53148096219155[/C][/ROW]
[ROW][C]261[/C][C]295.8[/C][C]275.009365595265[/C][C]20.7906344047346[/C][/ROW]
[ROW][C]262[/C][C]284[/C][C]290.631809056547[/C][C]-6.63180905654662[/C][/ROW]
[ROW][C]263[/C][C]271[/C][C]303.683088525327[/C][C]-32.6830885253269[/C][/ROW]
[ROW][C]264[/C][C]262.7[/C][C]275.913953207475[/C][C]-13.2139532074752[/C][/ROW]
[ROW][C]265[/C][C]340.6[/C][C]319.589369984925[/C][C]21.0106300150749[/C][/ROW]
[ROW][C]266[/C][C]379.4[/C][C]347.180284108716[/C][C]32.2197158912835[/C][/ROW]
[ROW][C]267[/C][C]373.3[/C][C]353.337660495238[/C][C]19.9623395047617[/C][/ROW]
[ROW][C]268[/C][C]355.2[/C][C]344.482985562489[/C][C]10.7170144375114[/C][/ROW]
[ROW][C]269[/C][C]338.4[/C][C]346.387055178653[/C][C]-7.98705517865272[/C][/ROW]
[ROW][C]270[/C][C]466.9[/C][C]434.457407813977[/C][C]32.4425921860229[/C][/ROW]
[ROW][C]271[/C][C]451[/C][C]414.313193742951[/C][C]36.6868062570488[/C][/ROW]
[ROW][C]272[/C][C]422[/C][C]425.434985112529[/C][C]-3.43498511252898[/C][/ROW]
[ROW][C]273[/C][C]429.2[/C][C]420.404229643883[/C][C]8.7957703561168[/C][/ROW]
[ROW][C]274[/C][C]425.9[/C][C]428.077042793118[/C][C]-2.17704279311778[/C][/ROW]
[ROW][C]275[/C][C]460.7[/C][C]447.786654269509[/C][C]12.9133457304909[/C][/ROW]
[ROW][C]276[/C][C]463.6[/C][C]471.331531394261[/C][C]-7.73153139426097[/C][/ROW]
[ROW][C]277[/C][C]541.4[/C][C]534.286927176612[/C][C]7.1130728233876[/C][/ROW]
[ROW][C]278[/C][C]544.2[/C][C]560.382569088662[/C][C]-16.1825690886617[/C][/ROW]
[ROW][C]279[/C][C]517.5[/C][C]529.020070591125[/C][C]-11.5200705911252[/C][/ROW]
[ROW][C]280[/C][C]469.4[/C][C]495.605387268538[/C][C]-26.2053872685377[/C][/ROW]
[ROW][C]281[/C][C]439.4[/C][C]464.597282316292[/C][C]-25.1972823162915[/C][/ROW]
[ROW][C]282[/C][C]549[/C][C]543.92905513558[/C][C]5.07094486441963[/C][/ROW]
[ROW][C]283[/C][C]533[/C][C]499.4787222342[/C][C]33.5212777658004[/C][/ROW]
[ROW][C]284[/C][C]506.1[/C][C]500.636899395101[/C][C]5.46310060489913[/C][/ROW]
[ROW][C]285[/C][C]484[/C][C]503.948599258883[/C][C]-19.9485992588831[/C][/ROW]
[ROW][C]286[/C][C]457[/C][C]482.529699094898[/C][C]-25.5296990948981[/C][/ROW]
[ROW][C]287[/C][C]481.5[/C][C]479.968398984442[/C][C]1.53160101555767[/C][/ROW]
[ROW][C]288[/C][C]469.5[/C][C]485.767856568263[/C][C]-16.2678565682633[/C][/ROW]
[ROW][C]289[/C][C]544.7[/C][C]537.880761423344[/C][C]6.81923857665561[/C][/ROW]
[ROW][C]290[/C][C]541.2[/C][C]554.821948325977[/C][C]-13.6219483259765[/C][/ROW]
[ROW][C]291[/C][C]521.5[/C][C]520.859498155089[/C][C]0.640501844910659[/C][/ROW]
[ROW][C]292[/C][C]469.7[/C][C]491.13841952318[/C][C]-21.4384195231802[/C][/ROW]
[ROW][C]293[/C][C]434.4[/C][C]459.986377618636[/C][C]-25.5863776186362[/C][/ROW]
[ROW][C]294[/C][C]542.6[/C][C]538.843009599196[/C][C]3.7569904008036[/C][/ROW]
[ROW][C]295[/C][C]517.3[/C][C]492.783356139096[/C][C]24.5166438609038[/C][/ROW]
[ROW][C]296[/C][C]485.7[/C][C]477.190502334357[/C][C]8.50949766564275[/C][/ROW]
[ROW][C]297[/C][C]465.8[/C][C]474.67056277421[/C][C]-8.87056277420987[/C][/ROW]
[ROW][C]298[/C][C]447[/C][C]457.81810414325[/C][C]-10.8181041432497[/C][/ROW]
[ROW][C]299[/C][C]426.6[/C][C]468.479148728365[/C][C]-41.8791487283652[/C][/ROW]
[ROW][C]300[/C][C]411.6[/C][C]428.48916034173[/C][C]-16.8891603417301[/C][/ROW]
[ROW][C]301[/C][C]467.5[/C][C]477.29445373111[/C][C]-9.79445373111042[/C][/ROW]
[ROW][C]302[/C][C]484.5[/C][C]469.999997676847[/C][C]14.5000023231531[/C][/ROW]
[ROW][C]303[/C][C]451.2[/C][C]456.910688022213[/C][C]-5.71068802221339[/C][/ROW]
[ROW][C]304[/C][C]417.4[/C][C]412.922829551058[/C][C]4.47717044894159[/C][/ROW]
[ROW][C]305[/C][C]379.9[/C][C]399.397295919866[/C][C]-19.497295919866[/C][/ROW]
[ROW][C]306[/C][C]484.7[/C][C]483.95381206586[/C][C]0.746187934139982[/C][/ROW]
[ROW][C]307[/C][C]455[/C][C]434.375598404989[/C][C]20.6244015950107[/C][/ROW]
[ROW][C]308[/C][C]420.8[/C][C]409.07884621887[/C][C]11.7211537811301[/C][/ROW]
[ROW][C]309[/C][C]416.5[/C][C]402.96849497445[/C][C]13.5315050255502[/C][/ROW]
[ROW][C]310[/C][C]376.3[/C][C]402.609844364408[/C][C]-26.309844364408[/C][/ROW]
[ROW][C]311[/C][C]405.6[/C][C]392.123841300825[/C][C]13.4761586991746[/C][/ROW]
[ROW][C]312[/C][C]405.8[/C][C]403.265989317784[/C][C]2.53401068221564[/C][/ROW]
[ROW][C]313[/C][C]500.8[/C][C]471.04691955406[/C][C]29.75308044594[/C][/ROW]
[ROW][C]314[/C][C]514[/C][C]504.953038855595[/C][C]9.0469611444048[/C][/ROW]
[ROW][C]315[/C][C]475.5[/C][C]487.787076964121[/C][C]-12.2870769641206[/C][/ROW]
[ROW][C]316[/C][C]430.1[/C][C]442.623129418819[/C][C]-12.5231294188193[/C][/ROW]
[ROW][C]317[/C][C]414.4[/C][C]413.072491832794[/C][C]1.32750816720568[/C][/ROW]
[ROW][C]318[/C][C]538[/C][C]521.652942786617[/C][C]16.3470572133829[/C][/ROW]
[ROW][C]319[/C][C]526[/C][C]492.5505759498[/C][C]33.4494240502[/C][/ROW]
[ROW][C]320[/C][C]488.5[/C][C]482.104223106612[/C][C]6.39577689338842[/C][/ROW]
[ROW][C]321[/C][C]520.2[/C][C]476.422742659799[/C][C]43.7772573402013[/C][/ROW]
[ROW][C]322[/C][C]504.4[/C][C]503.104318792736[/C][C]1.29568120726367[/C][/ROW]
[ROW][C]323[/C][C]568.5[/C][C]530.364568479706[/C][C]38.1354315202941[/C][/ROW]
[ROW][C]324[/C][C]610.6[/C][C]571.140520262925[/C][C]39.4594797370748[/C][/ROW]
[ROW][C]325[/C][C]818[/C][C]686.816402393428[/C][C]131.183597606572[/C][/ROW]
[ROW][C]326[/C][C]830.9[/C][C]823.724454383538[/C][C]7.17554561646182[/C][/ROW]
[ROW][C]327[/C][C]835.9[/C][C]820.607373932554[/C][C]15.2926260674461[/C][/ROW]
[ROW][C]328[/C][C]782[/C][C]819.518684587316[/C][C]-37.5186845873162[/C][/ROW]
[ROW][C]329[/C][C]762.3[/C][C]789.273262898008[/C][C]-26.9732628980084[/C][/ROW]
[ROW][C]330[/C][C]856.9[/C][C]892.686051835723[/C][C]-35.786051835723[/C][/ROW]
[ROW][C]331[/C][C]820.9[/C][C]834.923070258651[/C][C]-14.023070258651[/C][/ROW]
[ROW][C]332[/C][C]769.6[/C][C]790.581771362848[/C][C]-20.9817713628479[/C][/ROW]
[ROW][C]333[/C][C]752.2[/C][C]775.608807568442[/C][C]-23.4088075684418[/C][/ROW]
[ROW][C]334[/C][C]724.4[/C][C]743.277586017288[/C][C]-18.8775860172879[/C][/ROW]
[ROW][C]335[/C][C]723.1[/C][C]761.808702989775[/C][C]-38.7087029897747[/C][/ROW]
[ROW][C]336[/C][C]719.5[/C][C]735.28327672928[/C][C]-15.7832767292801[/C][/ROW]
[ROW][C]337[/C][C]817.4[/C][C]811.443684328295[/C][C]5.9563156717054[/C][/ROW]
[ROW][C]338[/C][C]803.3[/C][C]810.358043321371[/C][C]-7.05804332137131[/C][/ROW]
[ROW][C]339[/C][C]752.5[/C][C]782.314249740777[/C][C]-29.8142497407767[/C][/ROW]
[ROW][C]340[/C][C]689[/C][C]718.324599906623[/C][C]-29.3245999066231[/C][/ROW]
[ROW][C]341[/C][C]630.4[/C][C]680.416753181498[/C][C]-50.0167531814983[/C][/ROW]
[ROW][C]342[/C][C]765.5[/C][C]745.139376464795[/C][C]20.360623535205[/C][/ROW]
[ROW][C]343[/C][C]757.7[/C][C]724.593467430904[/C][C]33.1065325690961[/C][/ROW]
[ROW][C]344[/C][C]732.2[/C][C]708.670009000146[/C][C]23.5299909998537[/C][/ROW]
[ROW][C]345[/C][C]702.6[/C][C]723.332569468268[/C][C]-20.7325694682676[/C][/ROW]
[ROW][C]346[/C][C]683.3[/C][C]685.846910809691[/C][C]-2.54691080969121[/C][/ROW]
[ROW][C]347[/C][C]709.5[/C][C]708.558670126902[/C][C]0.941329873098425[/C][/ROW]
[ROW][C]348[/C][C]702.2[/C][C]714.791330063741[/C][C]-12.5913300637409[/C][/ROW]
[ROW][C]349[/C][C]784.8[/C][C]792.424749328058[/C][C]-7.62474932805799[/C][/ROW]
[ROW][C]350[/C][C]810.9[/C][C]772.642533036507[/C][C]38.2574669634931[/C][/ROW]
[ROW][C]351[/C][C]755.6[/C][C]778.006062405978[/C][C]-22.4060624059783[/C][/ROW]
[ROW][C]352[/C][C]656.8[/C][C]718.604184623442[/C][C]-61.8041846234416[/C][/ROW]
[ROW][C]353[/C][C]615.1[/C][C]645.96857893957[/C][C]-30.8685789395701[/C][/ROW]
[ROW][C]354[/C][C]745.3[/C][C]734.365531198338[/C][C]10.9344688016622[/C][/ROW]
[ROW][C]355[/C][C]694.1[/C][C]704.226286331927[/C][C]-10.1262863319272[/C][/ROW]
[ROW][C]356[/C][C]675.7[/C][C]643.774237418459[/C][C]31.9257625815407[/C][/ROW]
[ROW][C]357[/C][C]643.7[/C][C]653.907648081476[/C][C]-10.2076480814758[/C][/ROW]
[ROW][C]358[/C][C]622.1[/C][C]623.190251191308[/C][C]-1.09025119130797[/C][/ROW]
[ROW][C]359[/C][C]634.6[/C][C]642.901356733159[/C][C]-8.30135673315863[/C][/ROW]
[ROW][C]360[/C][C]588[/C][C]633.956006137365[/C][C]-45.956006137365[/C][/ROW]
[ROW][C]361[/C][C]689.7[/C][C]676.175328143539[/C][C]13.5246718564608[/C][/ROW]
[ROW][C]362[/C][C]673.9[/C][C]674.920698593806[/C][C]-1.02069859380583[/C][/ROW]
[ROW][C]363[/C][C]647.9[/C][C]629.390155815901[/C][C]18.5098441840985[/C][/ROW]
[ROW][C]364[/C][C]568.8[/C][C]593.584269672454[/C][C]-24.7842696724545[/C][/ROW]
[ROW][C]365[/C][C]545.7[/C][C]553.460453189643[/C][C]-7.76045318964293[/C][/ROW]
[ROW][C]366[/C][C]632.6[/C][C]665.417236164438[/C][C]-32.8172361644375[/C][/ROW]
[ROW][C]367[/C][C]643.8[/C][C]589.761273628369[/C][C]54.0387263716307[/C][/ROW]
[ROW][C]368[/C][C]593.1[/C][C]589.472682854483[/C][C]3.62731714551694[/C][/ROW]
[ROW][C]369[/C][C]579.7[/C][C]566.674582306773[/C][C]13.0254176932274[/C][/ROW]
[ROW][C]370[/C][C]546[/C][C]555.993761806174[/C][C]-9.99376180617435[/C][/ROW]
[ROW][C]371[/C][C]562.9[/C][C]565.266689948433[/C][C]-2.36668994843342[/C][/ROW]
[ROW][C]372[/C][C]572.5[/C][C]554.717760847411[/C][C]17.7822391525889[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156044&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156044&T=2

As an alternative you can also use a QR Code:  
QR Code


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

Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
13299.5239.39449786324860.1055021367521
14347.4339.4926874107567.90731258924438
15338.3339.929491887113-1.62949188711269
16327.7329.22395755945-1.52395755944974
17351.6353.166427606604-1.56642760660441
18396.6400.389554566437-3.78955456643666
19438.8384.59954292543954.2004570745614
20395.6427.763510672222-32.1635106722219
21363.5393.90201437851-30.4020143785102
22378.8345.0763539586633.7236460413397
23357410.295571899348-53.2955718993481
24369383.104598762058-14.1045987620579
25464.8456.9763496283557.82365037164504
26479.1502.592157461922-23.4921574619217
27431.3470.50284979557-39.2028497955702
28366.5420.938726552737-54.4387265527371
29326.3389.460118106086-63.1601181060856
30355.1369.58551331217-14.48551331217
31331.6338.228558771616-6.62855877161644
32261.3298.551050153261-37.2510501532606
33249241.8295371107637.17046288923711
34205.5217.967581386681-12.4675813866814
35235.6211.95733168454223.6426683154577
36240.9241.988791886475-1.0887918864747
37264.9316.562325993368-51.6623259933685
38253.8289.312251522348-35.5122515223484
39232.3226.5697412314695.73025876853075
40193.8198.202113954416-4.40211395441639
41177196.401440515575-19.4014405155752
42213.2211.6793624025711.52063759742936
43207.2186.89836567157220.3016343284285
44180.6159.47044742172721.1295525782726
45188.6156.30095820607732.2990417939228
46175.4149.99447971846125.4055202815389
47199182.75018236709216.2498176329084
48179.6203.617154073344-24.0171540733444
49225.8250.581620945867-24.7816209458666
50234249.622858322185-15.6228583221851
51200.2211.96495270279-11.7649527027905
52183.6168.21438552810315.3856144718968
53178.2183.631603723917-5.43160372391736
54203.2217.078589038264-13.8785890382636
55208.5183.95588261148524.5441173885148
56191.8162.80003652860428.9999634713956
57172.8170.976618453961.82338154604037
58148138.5919296298149.40807037018644
59159.4156.3723356699593.02766433004112
60154.5159.424275934005-4.92427593400538
61213.2223.114609211206-9.91460921120554
62196.4237.594180801579-41.1941808015788
63182.8178.2627997603254.53720023967503
64176.4153.12978183564423.2702181643558
65153.6173.67493513226-20.0749351322602
66173.2193.709042121911-20.5090421219108
67171160.24037388481810.7596261151817
68151.2126.9305281610324.2694718389698
69161.9125.97343500233335.9265649976673
70157.2124.88167557348732.3183244265131
71201.7163.8270763267237.8729236732796
72236.4200.28973145665936.1102685433414
73356.1305.7324136332350.3675863667696
74398.3378.62546212398619.6745378760142
75403.7392.9303782937510.7696217062501
76384.6391.087800001002-6.48780000100203
77365.8393.366236037287-27.566236037287
78368.1419.833367569896-51.733367569896
79367.9374.892290362597-6.99229036259692
80347338.0537741138938.94622588610736
81343.3334.4198121734288.8801878265719
82292.9316.710509488051-23.8105094880509
83311.5311.77886280598-0.27886280597977
84300.9316.35329838902-15.4532983890202
85366.9377.367075471289-10.4670754712891
86356.9387.667386022288-30.767386022288
87329.7348.173160300283-18.4731603002825
88316.2307.7085006900448.49149930995566
89269309.768910811547-40.768910811547
90289.3310.533091409793-21.2330914097927
91266.2289.081542105615-22.8815421056147
92253.6230.81166774215422.7883322578464
93233.8229.9125323951363.88746760486373
94228.4193.8428897748634.5571102251398
95253.6236.61385954398616.9861404560139
96260.1249.22293544593110.8770645540691
97306.6330.57306919561-23.97306919561
98309.2322.565480154245-13.3654801542449
99309.5297.014561387112.4854386129
100271286.173816735983-15.1738167359828
101279.9258.68681702115121.2131829788488
102317.9317.1145787306170.785421269383164
103298.4317.408182699646-19.0081826996459
104246.7272.208856180452-25.5088561804516
105227.3227.393813157532-0.0938131575317982
106209.1192.21164188139816.8883581186024
107259.9216.19113515040743.7088648495929
108266251.457955826314.5420441737
109320.6331.840111835225-11.2401118352251
110308.5337.869195516853-29.3691955168528
111282.2302.798685634971-20.5986856349709
112262.7258.1226023264044.57739767359607
113263.5252.47023978887711.0297602111226
114313.1298.36331492353214.7366850764681
115284.3307.831866174973-23.5318661749727
116252.6257.521531948133-4.92153194813298
117250.3234.97337077229515.3266292277048
118246.5217.41073864867529.0892613513254
119312.7258.40540905845954.2945909415411
120333.2302.08322849753731.1167715024629
121446.4397.55149551404748.848504485953
122511.6460.94521116662250.6547888333779
123515.5509.240413523156.2595864768499
124506.4506.2740724245880.125927575412106
125483.2512.512377188484-29.312377188484
126522.3536.512774692791-14.2127746927911
127509.8526.121899968481-16.3218999684809
128460.7495.489232971947-34.7892329719472
129405.8459.09880068269-53.2988006826901
130375389.12347213966-14.1234721396601
131378.5398.404078112998-19.9040781129979
132406.8372.21618999884234.5838100011579
133467.8470.525432412874-2.72543241287417
134469.8483.954123473305-14.1541234733052
135429.8460.286335606016-30.486335606016
136355.8412.522391646778-56.7223916467779
137332.7349.797567198498-17.0975671984976
138378371.2181956989526.781804301048
139360.5364.699191314889-4.19919131488905
140334.7328.7818508091135.91814919088711
141319.5314.2439783904015.25602160959932
142323.1293.30246578657729.7975342134231
143363.6335.50093976778628.0990602322143
144352.1357.280180836376-5.18018083637611
145411.9412.695121167534-0.795121167534489
146388.6422.818142247417-34.2181422474168
147416.4374.9838357368441.4161642631596
148360.7385.233730369835-24.5337303698354
149338357.730557989374-19.7305579893741
150417.2382.07192241625235.1280775837478
151388.4401.976465130285-13.5764651302848
152371.1362.4519171334048.64808286659621
153331.5353.362534337187-21.862534337187
154353.7314.05541302732639.6445869726741
155396.7366.57323390523430.126766094766
156447387.63308786344159.3669121365592
157533.5505.44674899559328.0532510044074
158565.4543.80544343758621.594556562414
159542.3566.284953845707-23.9849538457074
160488.7518.609150799593-29.9091507995927
161467.1494.376039391577-27.2760393915765
162531.3526.6970884566814.60291154331912
163496.1518.307181163603-22.207181163603
164444478.743739592731-34.7437395927311
165403.4429.564702208672-26.1647022086715
166386.3396.442329515043-10.1423295150425
167394.1402.89803553054-8.79803553054023
168404.1390.21557417592913.8844258240709
169462.1457.23088405414.86911594589952
170448.1465.976809417729-17.8768094177293
171432.3436.830999113449-4.53099911344941
172386.3394.975883254872-8.67588325487247
173395.2380.64693002769814.5530699723015
174421.9447.344493179188-25.4444931791877
175382.9401.40374633766-18.5037463376605
176384.2355.53106048658328.668939513417
177345.5358.342768894595-12.8427688945945
178323.4336.073935863088-12.6739358630883
179372.6337.53442842988135.0655715701193
180376365.50808892568410.4919110743164
181462.7427.90017818521434.7998218147865
182487460.61742294146926.382577058531
183444.2475.650295578897-31.4502955788973
184399.3412.65001012335-13.3500101233498
185394.9399.846762703068-4.94676270306798
186455.4445.18523678711210.2147632128882
187414434.151738608337-20.151738608337
188375.5396.700384154201-21.2003841542007
189347350.841962139078-3.84196213907836
190339.4336.9228191706232.47718082937701
191385.8359.68248802309726.1175119769031
192378.8377.4937989241081.30620107589158
193451.8435.82365094062215.9763490593784
194446.1450.391690398507-4.29169039850666
195422.5428.182394150977-5.68239415097673
196383.1388.765764693687-5.66576469368721
197352.8383.132498938445-30.3324989384452
198445.3406.57026663676738.7297333632328
199367.5415.337997290182-47.8379972901823
200355.1351.7780598017173.32194019828319
201326.2328.814714534774-2.61471453477384
202319.8316.3005086802243.49949131977644
203331.8342.794735054668-10.9947350546675
204340.9322.39431225762218.5056877423781
205394.1395.827214314572-1.72721431457239
206417.2389.46549335054627.7345066494545
207369.9393.743594079095-23.8435940790949
208349.2336.74328649325912.4567135067414
209321.4342.370587319689-20.9705873196891
210405.7383.34495918672622.355040813274
211342.9364.569053506191-21.6690535061908
212316.5331.084150283876-14.5841502838757
213284.2291.148261888218-6.94826188821833
214270.9274.74430073495-3.84430073495002
215288.8291.392175220439-2.59217522043883
216278.8281.406079633933-2.60607963393284
217324.4331.548573088642-7.14857308864231
218310.9322.033931876023-11.1339318760226
219299280.53620945195618.4637905480442
220273262.56839385803210.4316061419681
221279.3259.18860509352520.1113949064753
222359.2341.61418287413517.5858171258652
223305312.287709889258-7.2877098892576
224282.1292.819794800918-10.7197948009177
225250.3258.189017955925-7.88901795592506
226246.5242.2637795270814.23622047291923
227257.9267.392926941997-9.49292694199659
228266.5252.40100018442314.0989998155771
229315.9318.240445580035-2.34044558003501
230318.4314.5861962459853.813803754015
231295.4293.3416064871782.05839351282185
232266.4262.3470021429774.05299785702346
233245.8256.644862137143-10.8448621371432
234362.8311.94698767561850.8530123243816
235324.9309.63540494847315.264595051527
236294.2312.431512532697-18.2315125326971
237289.5274.64229006875314.8577099312466
238295.2284.30824957791110.891750422089
239290.3317.984531433373-27.6845314333725
240272294.296902373435-22.2969023734349
241307.4327.848256250696-20.4482562506962
242328.7309.6502155883919.0497844116101
243292.9302.3606364003-9.46063640030042
244249.1262.13262133736-13.0326213373596
245230.4238.949005941188-8.54900594118786
246361.5304.35905495315357.140945046847
247321.7302.27585778784719.4241422121533
248277.2304.030983001452-26.830983001452
249260.7263.075789422776-2.37578942277605
250251255.841984245508-4.84198424550806
251257.6268.030343313098-10.4303433130984
252241.8258.485597270855-16.6855972708549
253287.5296.035389246684-8.53538924668408
254292.3293.311460964079-1.01146096407871
255274.7263.16967956427511.5303204357248
256254.2240.20475181102413.9952481889759
257230242.322825473091-12.3228254730913
258339314.95794196670124.0420580332989
259318.2278.23294040030839.9670595996923
260287291.531480962192-4.53148096219155
261295.8275.00936559526520.7906344047346
262284290.631809056547-6.63180905654662
263271303.683088525327-32.6830885253269
264262.7275.913953207475-13.2139532074752
265340.6319.58936998492521.0106300150749
266379.4347.18028410871632.2197158912835
267373.3353.33766049523819.9623395047617
268355.2344.48298556248910.7170144375114
269338.4346.387055178653-7.98705517865272
270466.9434.45740781397732.4425921860229
271451414.31319374295136.6868062570488
272422425.434985112529-3.43498511252898
273429.2420.4042296438838.7957703561168
274425.9428.077042793118-2.17704279311778
275460.7447.78665426950912.9133457304909
276463.6471.331531394261-7.73153139426097
277541.4534.2869271766127.1130728233876
278544.2560.382569088662-16.1825690886617
279517.5529.020070591125-11.5200705911252
280469.4495.605387268538-26.2053872685377
281439.4464.597282316292-25.1972823162915
282549543.929055135585.07094486441963
283533499.478722234233.5212777658004
284506.1500.6368993951015.46310060489913
285484503.948599258883-19.9485992588831
286457482.529699094898-25.5296990948981
287481.5479.9683989844421.53160101555767
288469.5485.767856568263-16.2678565682633
289544.7537.8807614233446.81923857665561
290541.2554.821948325977-13.6219483259765
291521.5520.8594981550890.640501844910659
292469.7491.13841952318-21.4384195231802
293434.4459.986377618636-25.5863776186362
294542.6538.8430095991963.7569904008036
295517.3492.78335613909624.5166438609038
296485.7477.1905023343578.50949766564275
297465.8474.67056277421-8.87056277420987
298447457.81810414325-10.8181041432497
299426.6468.479148728365-41.8791487283652
300411.6428.48916034173-16.8891603417301
301467.5477.29445373111-9.79445373111042
302484.5469.99999767684714.5000023231531
303451.2456.910688022213-5.71068802221339
304417.4412.9228295510584.47717044894159
305379.9399.397295919866-19.497295919866
306484.7483.953812065860.746187934139982
307455434.37559840498920.6244015950107
308420.8409.0788462188711.7211537811301
309416.5402.9684949744513.5315050255502
310376.3402.609844364408-26.309844364408
311405.6392.12384130082513.4761586991746
312405.8403.2659893177842.53401068221564
313500.8471.0469195540629.75308044594
314514504.9530388555959.0469611444048
315475.5487.787076964121-12.2870769641206
316430.1442.623129418819-12.5231294188193
317414.4413.0724918327941.32750816720568
318538521.65294278661716.3470572133829
319526492.550575949833.4494240502
320488.5482.1042231066126.39577689338842
321520.2476.42274265979943.7772573402013
322504.4503.1043187927361.29568120726367
323568.5530.36456847970638.1354315202941
324610.6571.14052026292539.4594797370748
325818686.816402393428131.183597606572
326830.9823.7244543835387.17554561646182
327835.9820.60737393255415.2926260674461
328782819.518684587316-37.5186845873162
329762.3789.273262898008-26.9732628980084
330856.9892.686051835723-35.786051835723
331820.9834.923070258651-14.023070258651
332769.6790.581771362848-20.9817713628479
333752.2775.608807568442-23.4088075684418
334724.4743.277586017288-18.8775860172879
335723.1761.808702989775-38.7087029897747
336719.5735.28327672928-15.7832767292801
337817.4811.4436843282955.9563156717054
338803.3810.358043321371-7.05804332137131
339752.5782.314249740777-29.8142497407767
340689718.324599906623-29.3245999066231
341630.4680.416753181498-50.0167531814983
342765.5745.13937646479520.360623535205
343757.7724.59346743090433.1065325690961
344732.2708.67000900014623.5299909998537
345702.6723.332569468268-20.7325694682676
346683.3685.846910809691-2.54691080969121
347709.5708.5586701269020.941329873098425
348702.2714.791330063741-12.5913300637409
349784.8792.424749328058-7.62474932805799
350810.9772.64253303650738.2574669634931
351755.6778.006062405978-22.4060624059783
352656.8718.604184623442-61.8041846234416
353615.1645.96857893957-30.8685789395701
354745.3734.36553119833810.9344688016622
355694.1704.226286331927-10.1262863319272
356675.7643.77423741845931.9257625815407
357643.7653.907648081476-10.2076480814758
358622.1623.190251191308-1.09025119130797
359634.6642.901356733159-8.30135673315863
360588633.956006137365-45.956006137365
361689.7676.17532814353913.5246718564608
362673.9674.920698593806-1.02069859380583
363647.9629.39015581590118.5098441840985
364568.8593.584269672454-24.7842696724545
365545.7553.460453189643-7.76045318964293
366632.6665.417236164438-32.8172361644375
367643.8589.76127362836954.0387263716307
368593.1589.4726828544833.62731714551694
369579.7566.67458230677313.0254176932274
370546555.993761806174-9.99376180617435
371562.9565.266689948433-2.36668994843342
372572.5554.71776084741117.7822391525889






Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
373662.72897232513615.085067232277710.372877417984
374649.60012168998584.775717000758714.424526379202
375609.55762561815529.496678783867689.618572452433
376552.432638033045458.034949763685646.830326302405
377538.257345161095429.979761907971646.53492841422
378656.101153149199534.169138380113778.033167918285
379625.712929861659490.216089728147761.209769995171
380573.299258922852424.241236727722722.357281117981
381549.881308357237387.208496635815712.554120078659
382525.111327701777348.730576688271701.492078715282
383545.023966161265354.814088633936735.233843688593
384540.477228178213336.296781562956744.65767479347

\begin{tabular}{lllllllll}
\hline
Extrapolation Forecasts of Exponential Smoothing \tabularnewline
t & Forecast & 95% Lower Bound & 95% Upper Bound \tabularnewline
373 & 662.72897232513 & 615.085067232277 & 710.372877417984 \tabularnewline
374 & 649.60012168998 & 584.775717000758 & 714.424526379202 \tabularnewline
375 & 609.55762561815 & 529.496678783867 & 689.618572452433 \tabularnewline
376 & 552.432638033045 & 458.034949763685 & 646.830326302405 \tabularnewline
377 & 538.257345161095 & 429.979761907971 & 646.53492841422 \tabularnewline
378 & 656.101153149199 & 534.169138380113 & 778.033167918285 \tabularnewline
379 & 625.712929861659 & 490.216089728147 & 761.209769995171 \tabularnewline
380 & 573.299258922852 & 424.241236727722 & 722.357281117981 \tabularnewline
381 & 549.881308357237 & 387.208496635815 & 712.554120078659 \tabularnewline
382 & 525.111327701777 & 348.730576688271 & 701.492078715282 \tabularnewline
383 & 545.023966161265 & 354.814088633936 & 735.233843688593 \tabularnewline
384 & 540.477228178213 & 336.296781562956 & 744.65767479347 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=156044&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]662.72897232513[/C][C]615.085067232277[/C][C]710.372877417984[/C][/ROW]
[ROW][C]374[/C][C]649.60012168998[/C][C]584.775717000758[/C][C]714.424526379202[/C][/ROW]
[ROW][C]375[/C][C]609.55762561815[/C][C]529.496678783867[/C][C]689.618572452433[/C][/ROW]
[ROW][C]376[/C][C]552.432638033045[/C][C]458.034949763685[/C][C]646.830326302405[/C][/ROW]
[ROW][C]377[/C][C]538.257345161095[/C][C]429.979761907971[/C][C]646.53492841422[/C][/ROW]
[ROW][C]378[/C][C]656.101153149199[/C][C]534.169138380113[/C][C]778.033167918285[/C][/ROW]
[ROW][C]379[/C][C]625.712929861659[/C][C]490.216089728147[/C][C]761.209769995171[/C][/ROW]
[ROW][C]380[/C][C]573.299258922852[/C][C]424.241236727722[/C][C]722.357281117981[/C][/ROW]
[ROW][C]381[/C][C]549.881308357237[/C][C]387.208496635815[/C][C]712.554120078659[/C][/ROW]
[ROW][C]382[/C][C]525.111327701777[/C][C]348.730576688271[/C][C]701.492078715282[/C][/ROW]
[ROW][C]383[/C][C]545.023966161265[/C][C]354.814088633936[/C][C]735.233843688593[/C][/ROW]
[ROW][C]384[/C][C]540.477228178213[/C][C]336.296781562956[/C][C]744.65767479347[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=156044&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=156044&T=3

As an alternative you can also use a QR Code:  
QR Code


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

Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
373662.72897232513615.085067232277710.372877417984
374649.60012168998584.775717000758714.424526379202
375609.55762561815529.496678783867689.618572452433
376552.432638033045458.034949763685646.830326302405
377538.257345161095429.979761907971646.53492841422
378656.101153149199534.169138380113778.033167918285
379625.712929861659490.216089728147761.209769995171
380573.299258922852424.241236727722722.357281117981
381549.881308357237387.208496635815712.554120078659
382525.111327701777348.730576688271701.492078715282
383545.023966161265354.814088633936735.233843688593
384540.477228178213336.296781562956744.65767479347


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = additive ; par2 = 12 ;
Parameters (R input):
par1 = 12 ; par2 = Triple ; par3 = additive ; par4 = ; par5 = ; par6 = ; par7 = ; par8 = ; par9 = ; par10 = ; par11 = ; par12 = ; par13 = ; par14 = ; par15 = ; par16 = ; par17 = ; par18 = ; par19 = ; par20 = ;
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')