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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_exponentialsmoothing.wasp
Title produced by softwareExponential Smoothing
Date of computationSat, 26 Nov 2011 09:46:02 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Nov/26/t1322318805he003dfe7ejon79.htm/, Retrieved Tue, 16 Apr 2024 05:33:59 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=147410, Retrieved Tue, 16 Apr 2024 05:33:59 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact132

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] [5c44e6aad476a1bab98fc6774eca4c08] [Current]
- RMP             [Exponential Smoothing] [Paper SHW Deel 2 ...] [2011-12-16 15:21:40] [de8512d9b386046939a89973b76869e3]
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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 time13 seconds
R Server'AstonUniversity' @ aston.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 & 13 seconds \tabularnewline
R Server & 'AstonUniversity' @ aston.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147410&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]13 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'AstonUniversity' @ aston.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147410&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147410&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 time13 seconds
R Server'AstonUniversity' @ aston.wessa.net






Estimated Parameters of Exponential Smoothing
ParameterValue
alpha0.859090117482455
beta0.0739570283338065
gamma1

\begin{tabular}{lllllllll}
\hline
Estimated Parameters of Exponential Smoothing \tabularnewline
Parameter & Value \tabularnewline
alpha & 0.859090117482455 \tabularnewline
beta & 0.0739570283338065 \tabularnewline
gamma & 1 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147410&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]0.859090117482455[/C][/ROW]
[ROW][C]beta[/C][C]0.0739570283338065[/C][/ROW]
[ROW][C]gamma[/C][C]1[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147410&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147410&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
alpha0.859090117482455
beta0.0739570283338065
gamma1






Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
13299.5239.39449786324860.105502136752
14347.4339.492687410767.90731258923984
15338.3339.929491887117-1.62949188711656
16327.7329.223957559453-1.52395755945292
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18396.6400.389554566439-3.78955456643905
19438.8384.59954292544154.2004570745594
20395.6427.763510672228-32.163510672228
21363.5393.902014378512-30.4020143785124
22378.8345.0763539586633.7236460413396
23357410.295571899351-53.2955718993513
24369383.104598762056-14.1045987620564
25464.8456.9763496283527.8236503716484
26479.1502.592157461922-23.4921574619219
27431.3470.502849795568-39.2028497955684
28366.5420.938726552733-54.4387265527326
29326.3389.460118106078-63.1601181060779
30355.1369.585513312159-14.4855133121591
31331.6338.228558771605-6.62855877160479
32261.3298.551050153253-37.2510501532529
33249241.8295371107527.1704628892478
34205.5217.967581386671-12.4675813866706
35235.6211.95733168453423.6426683154655
36240.9241.988791886468-1.08879188646765
37264.9316.562325993359-51.6623259933595
38253.8289.312251522339-35.5122515223391
39232.3226.5697412314595.73025876854075
40193.8198.202113954408-4.40211395440818
41177196.401440515567-19.4014405155671
42213.2211.679362402561.52063759743996
43207.2186.89836567156120.3016343284389
44180.6159.47044742172321.129552578277
45188.6156.30095820607232.2990417939276
46175.4149.99447971845825.4055202815422
47199182.75018236709116.2498176329088
48179.6203.617154073345-24.0171540733448
49225.8250.581620945864-24.781620945864
50234249.622858322182-15.6228583221823
51200.2211.964952702787-11.7649527027866
52183.6168.214385528115.3856144719
53178.2183.631603723916-5.43160372391608
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55208.5183.95588261147924.544117388521
56191.8162.80003652860428.9999634713959
57172.8170.976618453961.82338154604028
58148138.5919296298139.40807037018729
59159.4156.372335669963.0276643300401
60154.5159.424275934007-4.92427593400748
61213.2223.114609211206-9.91460921120594
62196.4237.594180801579-41.1941808015789
63182.8178.2627997603224.53720023967833
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69161.9125.97343500233335.9265649976671
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71201.7163.82707632672537.8729236732753
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74398.3378.62546212399719.6745378760027
75403.7392.93037829375910.7696217062409
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80347338.0537741138938.94622588610662
81343.3334.419812173438.88018782656985
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83311.5311.77886280598-0.278862805980452
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85366.9377.367075471289-10.4670754712892
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94228.4193.84288977485734.5571102251435
95253.6236.61385954398516.9861404560152
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98309.2322.565480154246-13.3654801542456
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100271286.173816735981-15.1738167359812
101279.9258.68681702115321.2131829788474
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104246.7272.208856180446-25.5088561804462
105227.3227.393813157527-0.0938131575273076
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107259.9216.19113515040643.7088648495944
108266251.45795582630314.5420441736967
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110308.5337.869195516856-29.369195516856
111282.2302.79868563497-20.5986856349696
112262.7258.1226023264024.57739767359834
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120333.2302.08322849754431.1167715024562
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129405.8459.098800682688-53.2988006826882
130375389.123472139655-14.1234721396549
131378.5398.404078112993-19.9040781129926
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133467.8470.525432412876-2.72543241287559
134469.8483.954123473307-14.1541234733069
135429.8460.286335606016-30.486335606016
136355.8412.522391646774-56.7223916467743
137332.7349.797567198493-17.0975671984926
138378371.2181956989476.78180430105317
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140334.7328.7818508091065.91814919089416
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144352.1357.280180836375-5.18018083637537
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146388.6422.818142247419-34.2181422474189
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154353.7314.0554130273239.6445869726801
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210405.7383.34495918672422.3550408132764
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216278.8281.406079633926-2.60607963392647
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218310.9322.033931876022-11.133931876022
219299280.53620945195818.4637905480419
220273262.56839385803410.431606141966
221279.3259.18860509352820.1113949064721
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224282.1292.819794800918-10.7197948009182
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226246.5242.2637795270774.23622047292315
227257.9267.392926941991-9.49292694199141
228266.5252.40100018441814.0989998155823
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230318.4314.5861962459873.81380375401346
231295.4293.3416064871822.05839351281759
232266.4262.347002142984.05299785701965
233245.8256.644862137147-10.8448621371472
234362.8311.94698767561850.8530123243824
235324.9309.63540494848115.2645950515192
236294.2312.431512532702-18.2315125327016
237289.5274.64229006875414.8577099312456
238295.2284.30824957791110.8917504220894
239290.3317.984531433371-27.6845314333713
240272294.296902373431-22.2969023734306
241307.4327.848256250694-20.4482562506938
242328.7309.65021558838919.0497844116109
243292.9302.360636400304-9.46063640030428
244249.1262.132621337362-13.0326213373624
245230.4238.94900594119-8.54900594119025
246361.5304.3590549531557.1409450468503
247321.7302.27585778785319.4241422121466
248277.2304.030983001457-26.8309830014574
249260.7263.075789422776-2.3757894227756
250251255.841984245506-4.84198424550567
251257.6268.030343313095-10.4303433130954
252241.8258.48559727085-16.6855972708498
253287.5296.03538924668-8.53538924668038
254292.3293.311460964076-1.01146096407632
255274.7263.16967956427711.5303204357228
256254.2240.20475181102713.9952481889726
257230242.322825473096-12.3228254730956
258339314.95794196669824.0420580333023
259318.2278.23294040031239.9670595996876
260287291.531480962199-4.53148096219905
261295.8275.00936559526720.7906344047328
262284290.631809056548-6.63180905654775
263271303.683088525327-32.6830885253266
264262.7275.913953207471-13.213953207471
265340.6319.58936998492221.010630015078
266379.4347.18028410871732.2197158912832
267373.3353.33766049524419.9623395047558
268355.2344.48298556249610.717014437504
269338.4346.387055178661-7.98705517866148
270466.9434.45740781397832.4425921860222
271451414.31319374295936.6868062570415
272422425.434985112541-3.43498511254069
273429.2420.4042296438898.79577035611146
274425.9428.077042793122-2.17704279312193
275460.7447.78665426951212.9133457304876
276463.6471.331531394263-7.73153139426262
277541.4534.2869271766137.11307282338691
278544.2560.382569088665-16.1825690886645
279517.5529.02007059113-11.5200705911302
280469.4495.605387268543-26.2053872685433
281439.4464.597282316297-25.1972823162968
282549543.9290551355775.07094486442315
283533499.478722234233.5212777657998
284506.1500.6368993951085.46310060489179
285484503.948599258886-19.9485992588855
286457482.529699094897-25.5296990948971
287481.5479.9683989844391.53160101556125
288469.5485.767856568259-16.2678565682593
289544.7537.8807614233396.81923857666152
290541.2554.821948325974-13.6219483259738
291521.5520.8594981550890.640501844911341
292469.7491.138419523182-21.4384195231822
293434.4459.986377618638-25.586377618638
294542.6538.843009599193.7569904008102
295517.3492.78335613909224.5166438609077
296485.7477.1905023343618.50949766563929
297465.8474.670562774211-8.87056277421073
298447457.818104143248-10.8181041432475
299426.6468.47914872836-41.8791487283603
300411.6428.489160341722-16.8891603417221
301467.5477.294453731101-9.7944537311007
302484.5469.9999976768414.5000023231601
303451.2456.91068802221-5.71068802221049
304417.4412.9228295510584.47717044894171
305379.9399.397295919868-19.4972959198679
306484.7483.9538120658540.746187934146235
307455434.37559840498420.6244015950161
308420.8409.07884621887211.721153781128
309416.5402.96849497445113.5315050255488
310376.3402.609844364408-26.3098443644078
311405.6392.12384130082213.4761586991783
312405.8403.265989317782.53401068221967
313500.8471.04691955405529.7530804459454
314514504.9530388555949.04696114440645
315475.5487.787076964122-12.2870769641224
316430.1442.623129418822-12.5231294188225
317414.4413.0724918327991.32750816720085
318538521.65294278661616.3470572133843
319526492.55057594979933.4494240502012
320488.5482.1042231066186.3957768933821
321520.2476.42274265980443.7772573401958
322504.4503.1043187927441.29568120725634
323568.5530.36456847970938.135431520291
324610.6571.1405202629339.4594797370704
325818686.816402393432131.183597606568
326830.9823.7244543835537.17554561644727
327835.9820.60737393256915.2926260674313
328782819.518684587333-37.518684587333
329762.3789.273262898023-26.9732628980232
330856.9892.68605183573-35.7860518357298
331820.9834.923070258653-14.0230702586531
332769.6790.581771362855-20.9817713628547
333752.2775.608807568446-23.408807568446
334724.4743.277586017291-18.8775860172912
335723.1761.808702989773-38.7087029897725
336719.5735.283276729274-15.7832767292745
337817.4811.4436843282845.95631567171586
338803.3810.358043321368-7.05804332136836
339752.5782.314249740775-29.8142497407749
340689718.324599906623-29.324599906623
341630.4680.416753181498-50.0167531814978
342765.5745.13937646478720.3606235352129
343757.7724.59346743089633.1065325691039
344732.2708.67000900014623.5299909998541
345702.6723.332569468268-20.7325694682683
346683.3685.84691080969-2.54691080969042
347709.5708.5586701268980.941329873102063
348702.2714.791330063735-12.5913300637351
349784.8792.424749328047-7.62474932804685
350810.9772.64253303650238.2574669634984
351755.6778.006062405979-22.4060624059791
352656.8718.604184623443-61.8041846234431
353615.1645.968578939569-30.8685789395691
354745.3734.3655311983310.9344688016701
355694.1704.226286331919-10.1262863319188
356675.7643.77423741845531.9257625815451
357643.7653.907648081476-10.207648081476
358622.1623.190251191307-1.09025119130649
359634.6642.901356733155-8.30135673315465
360588633.956006137359-45.9560061373586
361689.7676.17532814352513.524671856475
362673.9674.920698593797-1.02069859379719
363647.9629.39015581589818.5098441841016
364568.8593.584269672457-24.7842696724567
365545.7553.460453189644-7.7604531896435
366632.6665.417236164432-32.8172361644323
367643.8589.7612736283654.0387263716397
368593.1589.4726828544813.62731714551876
369579.7566.67458230677413.0254176932259
370546555.993761806176-9.99376180617594
371562.9565.266689948432-2.36668994843183
372572.5554.71776084740817.7822391525916

\begin{tabular}{lllllllll}
\hline
Interpolation Forecasts of Exponential Smoothing \tabularnewline
t & Observed & Fitted & Residuals \tabularnewline
13 & 299.5 & 239.394497863248 & 60.105502136752 \tabularnewline
14 & 347.4 & 339.49268741076 & 7.90731258923984 \tabularnewline
15 & 338.3 & 339.929491887117 & -1.62949188711656 \tabularnewline
16 & 327.7 & 329.223957559453 & -1.52395755945292 \tabularnewline
17 & 351.6 & 353.166427606607 & -1.56642760660714 \tabularnewline
18 & 396.6 & 400.389554566439 & -3.78955456643905 \tabularnewline
19 & 438.8 & 384.599542925441 & 54.2004570745594 \tabularnewline
20 & 395.6 & 427.763510672228 & -32.163510672228 \tabularnewline
21 & 363.5 & 393.902014378512 & -30.4020143785124 \tabularnewline
22 & 378.8 & 345.07635395866 & 33.7236460413396 \tabularnewline
23 & 357 & 410.295571899351 & -53.2955718993513 \tabularnewline
24 & 369 & 383.104598762056 & -14.1045987620564 \tabularnewline
25 & 464.8 & 456.976349628352 & 7.8236503716484 \tabularnewline
26 & 479.1 & 502.592157461922 & -23.4921574619219 \tabularnewline
27 & 431.3 & 470.502849795568 & -39.2028497955684 \tabularnewline
28 & 366.5 & 420.938726552733 & -54.4387265527326 \tabularnewline
29 & 326.3 & 389.460118106078 & -63.1601181060779 \tabularnewline
30 & 355.1 & 369.585513312159 & -14.4855133121591 \tabularnewline
31 & 331.6 & 338.228558771605 & -6.62855877160479 \tabularnewline
32 & 261.3 & 298.551050153253 & -37.2510501532529 \tabularnewline
33 & 249 & 241.829537110752 & 7.1704628892478 \tabularnewline
34 & 205.5 & 217.967581386671 & -12.4675813866706 \tabularnewline
35 & 235.6 & 211.957331684534 & 23.6426683154655 \tabularnewline
36 & 240.9 & 241.988791886468 & -1.08879188646765 \tabularnewline
37 & 264.9 & 316.562325993359 & -51.6623259933595 \tabularnewline
38 & 253.8 & 289.312251522339 & -35.5122515223391 \tabularnewline
39 & 232.3 & 226.569741231459 & 5.73025876854075 \tabularnewline
40 & 193.8 & 198.202113954408 & -4.40211395440818 \tabularnewline
41 & 177 & 196.401440515567 & -19.4014405155671 \tabularnewline
42 & 213.2 & 211.67936240256 & 1.52063759743996 \tabularnewline
43 & 207.2 & 186.898365671561 & 20.3016343284389 \tabularnewline
44 & 180.6 & 159.470447421723 & 21.129552578277 \tabularnewline
45 & 188.6 & 156.300958206072 & 32.2990417939276 \tabularnewline
46 & 175.4 & 149.994479718458 & 25.4055202815422 \tabularnewline
47 & 199 & 182.750182367091 & 16.2498176329088 \tabularnewline
48 & 179.6 & 203.617154073345 & -24.0171540733448 \tabularnewline
49 & 225.8 & 250.581620945864 & -24.781620945864 \tabularnewline
50 & 234 & 249.622858322182 & -15.6228583221823 \tabularnewline
51 & 200.2 & 211.964952702787 & -11.7649527027866 \tabularnewline
52 & 183.6 & 168.2143855281 & 15.3856144719 \tabularnewline
53 & 178.2 & 183.631603723916 & -5.43160372391608 \tabularnewline
54 & 203.2 & 217.078589038259 & -13.8785890382595 \tabularnewline
55 & 208.5 & 183.955882611479 & 24.544117388521 \tabularnewline
56 & 191.8 & 162.800036528604 & 28.9999634713959 \tabularnewline
57 & 172.8 & 170.97661845396 & 1.82338154604028 \tabularnewline
58 & 148 & 138.591929629813 & 9.40807037018729 \tabularnewline
59 & 159.4 & 156.37233566996 & 3.0276643300401 \tabularnewline
60 & 154.5 & 159.424275934007 & -4.92427593400748 \tabularnewline
61 & 213.2 & 223.114609211206 & -9.91460921120594 \tabularnewline
62 & 196.4 & 237.594180801579 & -41.1941808015789 \tabularnewline
63 & 182.8 & 178.262799760322 & 4.53720023967833 \tabularnewline
64 & 176.4 & 153.129781835642 & 23.2702181643578 \tabularnewline
65 & 153.6 & 173.674935132261 & -20.0749351322614 \tabularnewline
66 & 173.2 & 193.709042121908 & -20.5090421219084 \tabularnewline
67 & 171 & 160.240373884812 & 10.7596261151881 \tabularnewline
68 & 151.2 & 126.930528161028 & 24.2694718389715 \tabularnewline
69 & 161.9 & 125.973435002333 & 35.9265649976671 \tabularnewline
70 & 157.2 & 124.881675573488 & 32.3183244265116 \tabularnewline
71 & 201.7 & 163.827076326725 & 37.8729236732753 \tabularnewline
72 & 236.4 & 200.289731456666 & 36.110268543334 \tabularnewline
73 & 356.1 & 305.732413633239 & 50.3675863667614 \tabularnewline
74 & 398.3 & 378.625462123997 & 19.6745378760027 \tabularnewline
75 & 403.7 & 392.930378293759 & 10.7696217062409 \tabularnewline
76 & 384.6 & 391.087800001011 & -6.48780000101078 \tabularnewline
77 & 365.8 & 393.366236037297 & -27.5662360372971 \tabularnewline
78 & 368.1 & 419.833367569902 & -51.7333675699016 \tabularnewline
79 & 367.9 & 374.892290362595 & -6.99229036259482 \tabularnewline
80 & 347 & 338.053774113893 & 8.94622588610662 \tabularnewline
81 & 343.3 & 334.41981217343 & 8.88018782656985 \tabularnewline
82 & 292.9 & 316.710509488053 & -23.8105094880528 \tabularnewline
83 & 311.5 & 311.77886280598 & -0.278862805980452 \tabularnewline
84 & 300.9 & 316.353298389022 & -15.4532983890225 \tabularnewline
85 & 366.9 & 377.367075471289 & -10.4670754712892 \tabularnewline
86 & 356.9 & 387.667386022289 & -30.7673860222894 \tabularnewline
87 & 329.7 & 348.17316030028 & -18.4731603002799 \tabularnewline
88 & 316.2 & 307.708500690041 & 8.4914993099589 \tabularnewline
89 & 269 & 309.768910811548 & -40.7689108115476 \tabularnewline
90 & 289.3 & 310.533091409789 & -21.2330914097892 \tabularnewline
91 & 266.2 & 289.081542105605 & -22.8815421056054 \tabularnewline
92 & 253.6 & 230.811667742145 & 22.7883322578549 \tabularnewline
93 & 233.8 & 229.912532395132 & 3.8874676048685 \tabularnewline
94 & 228.4 & 193.842889774857 & 34.5571102251435 \tabularnewline
95 & 253.6 & 236.613859543985 & 16.9861404560152 \tabularnewline
96 & 260.1 & 249.222935445932 & 10.8770645540677 \tabularnewline
97 & 306.6 & 330.573069195611 & -23.9730691956107 \tabularnewline
98 & 309.2 & 322.565480154246 & -13.3654801542456 \tabularnewline
99 & 309.5 & 297.014561387098 & 12.4854386129019 \tabularnewline
100 & 271 & 286.173816735981 & -15.1738167359812 \tabularnewline
101 & 279.9 & 258.686817021153 & 21.2131829788474 \tabularnewline
102 & 317.9 & 317.114578730618 & 0.785421269381686 \tabularnewline
103 & 298.4 & 317.408182699643 & -19.0081826996427 \tabularnewline
104 & 246.7 & 272.208856180446 & -25.5088561804462 \tabularnewline
105 & 227.3 & 227.393813157527 & -0.0938131575273076 \tabularnewline
106 & 209.1 & 192.211641881394 & 16.8883581186062 \tabularnewline
107 & 259.9 & 216.191135150406 & 43.7088648495944 \tabularnewline
108 & 266 & 251.457955826303 & 14.5420441736967 \tabularnewline
109 & 320.6 & 331.840111835229 & -11.2401118352288 \tabularnewline
110 & 308.5 & 337.869195516856 & -29.369195516856 \tabularnewline
111 & 282.2 & 302.79868563497 & -20.5986856349696 \tabularnewline
112 & 262.7 & 258.122602326402 & 4.57739767359834 \tabularnewline
113 & 263.5 & 252.470239788878 & 11.0297602111219 \tabularnewline
114 & 313.1 & 298.363314923534 & 14.7366850764665 \tabularnewline
115 & 284.3 & 307.831866174972 & -23.5318661749717 \tabularnewline
116 & 252.6 & 257.521531948129 & -4.9215319481286 \tabularnewline
117 & 250.3 & 234.973370772292 & 15.3266292277083 \tabularnewline
118 & 246.5 & 217.410738648673 & 29.0892613513275 \tabularnewline
119 & 312.7 & 258.405409058459 & 54.2945909415409 \tabularnewline
120 & 333.2 & 302.083228497544 & 31.1167715024562 \tabularnewline
121 & 446.4 & 397.551495514056 & 48.8485044859444 \tabularnewline
122 & 511.6 & 460.945211166634 & 50.654788833366 \tabularnewline
123 & 515.5 & 509.240413523162 & 6.25958647683836 \tabularnewline
124 & 506.4 & 506.274072424597 & 0.125927575402955 \tabularnewline
125 & 483.2 & 512.512377188494 & -29.3123771884942 \tabularnewline
126 & 522.3 & 536.512774692799 & -14.2127746927988 \tabularnewline
127 & 509.8 & 526.121899968486 & -16.3218999684856 \tabularnewline
128 & 460.7 & 495.489232971948 & -34.789232971948 \tabularnewline
129 & 405.8 & 459.098800682688 & -53.2988006826882 \tabularnewline
130 & 375 & 389.123472139655 & -14.1234721396549 \tabularnewline
131 & 378.5 & 398.404078112993 & -19.9040781129926 \tabularnewline
132 & 406.8 & 372.21618999884 & 34.5838100011602 \tabularnewline
133 & 467.8 & 470.525432412876 & -2.72543241287559 \tabularnewline
134 & 469.8 & 483.954123473307 & -14.1541234733069 \tabularnewline
135 & 429.8 & 460.286335606016 & -30.486335606016 \tabularnewline
136 & 355.8 & 412.522391646774 & -56.7223916467743 \tabularnewline
137 & 332.7 & 349.797567198493 & -17.0975671984926 \tabularnewline
138 & 378 & 371.218195698947 & 6.78180430105317 \tabularnewline
139 & 360.5 & 364.699191314884 & -4.19919131488405 \tabularnewline
140 & 334.7 & 328.781850809106 & 5.91814919089416 \tabularnewline
141 & 319.5 & 314.243978390394 & 5.25602160960568 \tabularnewline
142 & 323.1 & 293.30246578657 & 29.7975342134303 \tabularnewline
143 & 363.6 & 335.500939767781 & 28.0990602322186 \tabularnewline
144 & 352.1 & 357.280180836375 & -5.18018083637537 \tabularnewline
145 & 411.9 & 412.695121167536 & -0.79512116753557 \tabularnewline
146 & 388.6 & 422.818142247419 & -34.2181422474189 \tabularnewline
147 & 416.4 & 374.98383573684 & 41.4161642631602 \tabularnewline
148 & 360.7 & 385.233730369838 & -24.5337303698377 \tabularnewline
149 & 338 & 357.730557989374 & -19.7305579893737 \tabularnewline
150 & 417.2 & 382.07192241625 & 35.1280775837498 \tabularnewline
151 & 388.4 & 401.976465130286 & -13.5764651302858 \tabularnewline
152 & 371.1 & 362.451917133401 & 8.64808286659905 \tabularnewline
153 & 331.5 & 353.362534337185 & -21.8625343371847 \tabularnewline
154 & 353.7 & 314.05541302732 & 39.6445869726801 \tabularnewline
155 & 396.7 & 366.573233905232 & 30.126766094768 \tabularnewline
156 & 447 & 387.633087863443 & 59.3669121365568 \tabularnewline
157 & 533.5 & 505.446748995601 & 28.0532510043992 \tabularnewline
158 & 565.4 & 543.805443437597 & 21.5945565624032 \tabularnewline
159 & 542.3 & 566.284953845716 & -23.9849538457161 \tabularnewline
160 & 488.7 & 518.6091507996 & -29.9091507996002 \tabularnewline
161 & 467.1 & 494.376039391581 & -27.2760393915808 \tabularnewline
162 & 531.3 & 526.697088456681 & 4.60291154331867 \tabularnewline
163 & 496.1 & 518.307181163606 & -22.2071811636062 \tabularnewline
164 & 444 & 478.743739592729 & -34.7437395927293 \tabularnewline
165 & 403.4 & 429.564702208668 & -26.164702208668 \tabularnewline
166 & 386.3 & 396.442329515034 & -10.1423295150339 \tabularnewline
167 & 394.1 & 402.898035530533 & -8.7980355305329 \tabularnewline
168 & 404.1 & 390.215574175923 & 13.8844258240767 \tabularnewline
169 & 462.1 & 457.2308840541 & 4.8691159459002 \tabularnewline
170 & 448.1 & 465.976809417731 & -17.876809417731 \tabularnewline
171 & 432.3 & 436.830999113449 & -4.53099911344901 \tabularnewline
172 & 386.3 & 394.975883254873 & -8.67588325487282 \tabularnewline
173 & 395.2 & 380.646930027697 & 14.5530699723026 \tabularnewline
174 & 421.9 & 447.344493179185 & -25.4444931791852 \tabularnewline
175 & 382.9 & 401.403746337658 & -18.5037463376585 \tabularnewline
176 & 384.2 & 355.531060486578 & 28.6689395134222 \tabularnewline
177 & 345.5 & 358.342768894592 & -12.8427688945918 \tabularnewline
178 & 323.4 & 336.07393586308 & -12.6739358630805 \tabularnewline
179 & 372.6 & 337.534428429873 & 35.065571570127 \tabularnewline
180 & 376 & 365.50808892568 & 10.4919110743198 \tabularnewline
181 & 462.7 & 427.900178185214 & 34.7998218147857 \tabularnewline
182 & 487 & 460.617422941475 & 26.382577058525 \tabularnewline
183 & 444.2 & 475.650295578904 & -31.4502955789035 \tabularnewline
184 & 399.3 & 412.650010123354 & -13.3500101233535 \tabularnewline
185 & 394.9 & 399.846762703069 & -4.9467627030694 \tabularnewline
186 & 455.4 & 445.185236787112 & 10.2147632128879 \tabularnewline
187 & 414 & 434.151738608339 & -20.1517386083392 \tabularnewline
188 & 375.5 & 396.700384154198 & -21.2003841541979 \tabularnewline
189 & 347 & 350.841962139076 & -3.84196213907563 \tabularnewline
190 & 339.4 & 336.922819170617 & 2.4771808293832 \tabularnewline
191 & 385.8 & 359.68248802309 & 26.1175119769102 \tabularnewline
192 & 378.8 & 377.493798924106 & 1.30620107589419 \tabularnewline
193 & 451.8 & 435.823650940621 & 15.9763490593787 \tabularnewline
194 & 446.1 & 450.391690398511 & -4.29169039851109 \tabularnewline
195 & 422.5 & 428.182394150982 & -5.68239415098157 \tabularnewline
196 & 383.1 & 388.765764693691 & -5.66576469369073 \tabularnewline
197 & 352.8 & 383.132498938447 & -30.3324989384468 \tabularnewline
198 & 445.3 & 406.570266636765 & 38.7297333632347 \tabularnewline
199 & 367.5 & 415.337997290186 & -47.8379972901856 \tabularnewline
200 & 355.1 & 351.778059801713 & 3.32194019828705 \tabularnewline
201 & 326.2 & 328.814714534771 & -2.61471453477117 \tabularnewline
202 & 319.8 & 316.300508680218 & 3.49949131978224 \tabularnewline
203 & 331.8 & 342.79473505466 & -10.99473505466 \tabularnewline
204 & 340.9 & 322.394312257616 & 18.5056877423835 \tabularnewline
205 & 394.1 & 395.827214314571 & -1.72721431457074 \tabularnewline
206 & 417.2 & 389.465493350548 & 27.7345066494522 \tabularnewline
207 & 369.9 & 393.7435940791 & -23.8435940791005 \tabularnewline
208 & 349.2 & 336.743286493261 & 12.4567135067388 \tabularnewline
209 & 321.4 & 342.370587319692 & -20.9705873196923 \tabularnewline
210 & 405.7 & 383.344959186724 & 22.3550408132764 \tabularnewline
211 & 342.9 & 364.569053506195 & -21.6690535061952 \tabularnewline
212 & 316.5 & 331.084150283873 & -14.5841502838733 \tabularnewline
213 & 284.2 & 291.148261888215 & -6.94826188821537 \tabularnewline
214 & 270.9 & 274.744300734944 & -3.84430073494423 \tabularnewline
215 & 288.8 & 291.392175220431 & -2.59217522043133 \tabularnewline
216 & 278.8 & 281.406079633926 & -2.60607963392647 \tabularnewline
217 & 324.4 & 331.548573088639 & -7.14857308863895 \tabularnewline
218 & 310.9 & 322.033931876022 & -11.133931876022 \tabularnewline
219 & 299 & 280.536209451958 & 18.4637905480419 \tabularnewline
220 & 273 & 262.568393858034 & 10.431606141966 \tabularnewline
221 & 279.3 & 259.188605093528 & 20.1113949064721 \tabularnewline
222 & 359.2 & 341.614182874134 & 17.5858171258657 \tabularnewline
223 & 305 & 312.287709889263 & -7.28770988926328 \tabularnewline
224 & 282.1 & 292.819794800918 & -10.7197948009182 \tabularnewline
225 & 250.3 & 258.189017955924 & -7.88901795592398 \tabularnewline
226 & 246.5 & 242.263779527077 & 4.23622047292315 \tabularnewline
227 & 257.9 & 267.392926941991 & -9.49292694199141 \tabularnewline
228 & 266.5 & 252.401000184418 & 14.0989998155823 \tabularnewline
229 & 315.9 & 318.240445580034 & -2.34044558003382 \tabularnewline
230 & 318.4 & 314.586196245987 & 3.81380375401346 \tabularnewline
231 & 295.4 & 293.341606487182 & 2.05839351281759 \tabularnewline
232 & 266.4 & 262.34700214298 & 4.05299785701965 \tabularnewline
233 & 245.8 & 256.644862137147 & -10.8448621371472 \tabularnewline
234 & 362.8 & 311.946987675618 & 50.8530123243824 \tabularnewline
235 & 324.9 & 309.635404948481 & 15.2645950515192 \tabularnewline
236 & 294.2 & 312.431512532702 & -18.2315125327016 \tabularnewline
237 & 289.5 & 274.642290068754 & 14.8577099312456 \tabularnewline
238 & 295.2 & 284.308249577911 & 10.8917504220894 \tabularnewline
239 & 290.3 & 317.984531433371 & -27.6845314333713 \tabularnewline
240 & 272 & 294.296902373431 & -22.2969023734306 \tabularnewline
241 & 307.4 & 327.848256250694 & -20.4482562506938 \tabularnewline
242 & 328.7 & 309.650215588389 & 19.0497844116109 \tabularnewline
243 & 292.9 & 302.360636400304 & -9.46063640030428 \tabularnewline
244 & 249.1 & 262.132621337362 & -13.0326213373624 \tabularnewline
245 & 230.4 & 238.94900594119 & -8.54900594119025 \tabularnewline
246 & 361.5 & 304.35905495315 & 57.1409450468503 \tabularnewline
247 & 321.7 & 302.275857787853 & 19.4241422121466 \tabularnewline
248 & 277.2 & 304.030983001457 & -26.8309830014574 \tabularnewline
249 & 260.7 & 263.075789422776 & -2.3757894227756 \tabularnewline
250 & 251 & 255.841984245506 & -4.84198424550567 \tabularnewline
251 & 257.6 & 268.030343313095 & -10.4303433130954 \tabularnewline
252 & 241.8 & 258.48559727085 & -16.6855972708498 \tabularnewline
253 & 287.5 & 296.03538924668 & -8.53538924668038 \tabularnewline
254 & 292.3 & 293.311460964076 & -1.01146096407632 \tabularnewline
255 & 274.7 & 263.169679564277 & 11.5303204357228 \tabularnewline
256 & 254.2 & 240.204751811027 & 13.9952481889726 \tabularnewline
257 & 230 & 242.322825473096 & -12.3228254730956 \tabularnewline
258 & 339 & 314.957941966698 & 24.0420580333023 \tabularnewline
259 & 318.2 & 278.232940400312 & 39.9670595996876 \tabularnewline
260 & 287 & 291.531480962199 & -4.53148096219905 \tabularnewline
261 & 295.8 & 275.009365595267 & 20.7906344047328 \tabularnewline
262 & 284 & 290.631809056548 & -6.63180905654775 \tabularnewline
263 & 271 & 303.683088525327 & -32.6830885253266 \tabularnewline
264 & 262.7 & 275.913953207471 & -13.213953207471 \tabularnewline
265 & 340.6 & 319.589369984922 & 21.010630015078 \tabularnewline
266 & 379.4 & 347.180284108717 & 32.2197158912832 \tabularnewline
267 & 373.3 & 353.337660495244 & 19.9623395047558 \tabularnewline
268 & 355.2 & 344.482985562496 & 10.717014437504 \tabularnewline
269 & 338.4 & 346.387055178661 & -7.98705517866148 \tabularnewline
270 & 466.9 & 434.457407813978 & 32.4425921860222 \tabularnewline
271 & 451 & 414.313193742959 & 36.6868062570415 \tabularnewline
272 & 422 & 425.434985112541 & -3.43498511254069 \tabularnewline
273 & 429.2 & 420.404229643889 & 8.79577035611146 \tabularnewline
274 & 425.9 & 428.077042793122 & -2.17704279312193 \tabularnewline
275 & 460.7 & 447.786654269512 & 12.9133457304876 \tabularnewline
276 & 463.6 & 471.331531394263 & -7.73153139426262 \tabularnewline
277 & 541.4 & 534.286927176613 & 7.11307282338691 \tabularnewline
278 & 544.2 & 560.382569088665 & -16.1825690886645 \tabularnewline
279 & 517.5 & 529.02007059113 & -11.5200705911302 \tabularnewline
280 & 469.4 & 495.605387268543 & -26.2053872685433 \tabularnewline
281 & 439.4 & 464.597282316297 & -25.1972823162968 \tabularnewline
282 & 549 & 543.929055135577 & 5.07094486442315 \tabularnewline
283 & 533 & 499.4787222342 & 33.5212777657998 \tabularnewline
284 & 506.1 & 500.636899395108 & 5.46310060489179 \tabularnewline
285 & 484 & 503.948599258886 & -19.9485992588855 \tabularnewline
286 & 457 & 482.529699094897 & -25.5296990948971 \tabularnewline
287 & 481.5 & 479.968398984439 & 1.53160101556125 \tabularnewline
288 & 469.5 & 485.767856568259 & -16.2678565682593 \tabularnewline
289 & 544.7 & 537.880761423339 & 6.81923857666152 \tabularnewline
290 & 541.2 & 554.821948325974 & -13.6219483259738 \tabularnewline
291 & 521.5 & 520.859498155089 & 0.640501844911341 \tabularnewline
292 & 469.7 & 491.138419523182 & -21.4384195231822 \tabularnewline
293 & 434.4 & 459.986377618638 & -25.586377618638 \tabularnewline
294 & 542.6 & 538.84300959919 & 3.7569904008102 \tabularnewline
295 & 517.3 & 492.783356139092 & 24.5166438609077 \tabularnewline
296 & 485.7 & 477.190502334361 & 8.50949766563929 \tabularnewline
297 & 465.8 & 474.670562774211 & -8.87056277421073 \tabularnewline
298 & 447 & 457.818104143248 & -10.8181041432475 \tabularnewline
299 & 426.6 & 468.47914872836 & -41.8791487283603 \tabularnewline
300 & 411.6 & 428.489160341722 & -16.8891603417221 \tabularnewline
301 & 467.5 & 477.294453731101 & -9.7944537311007 \tabularnewline
302 & 484.5 & 469.99999767684 & 14.5000023231601 \tabularnewline
303 & 451.2 & 456.91068802221 & -5.71068802221049 \tabularnewline
304 & 417.4 & 412.922829551058 & 4.47717044894171 \tabularnewline
305 & 379.9 & 399.397295919868 & -19.4972959198679 \tabularnewline
306 & 484.7 & 483.953812065854 & 0.746187934146235 \tabularnewline
307 & 455 & 434.375598404984 & 20.6244015950161 \tabularnewline
308 & 420.8 & 409.078846218872 & 11.721153781128 \tabularnewline
309 & 416.5 & 402.968494974451 & 13.5315050255488 \tabularnewline
310 & 376.3 & 402.609844364408 & -26.3098443644078 \tabularnewline
311 & 405.6 & 392.123841300822 & 13.4761586991783 \tabularnewline
312 & 405.8 & 403.26598931778 & 2.53401068221967 \tabularnewline
313 & 500.8 & 471.046919554055 & 29.7530804459454 \tabularnewline
314 & 514 & 504.953038855594 & 9.04696114440645 \tabularnewline
315 & 475.5 & 487.787076964122 & -12.2870769641224 \tabularnewline
316 & 430.1 & 442.623129418822 & -12.5231294188225 \tabularnewline
317 & 414.4 & 413.072491832799 & 1.32750816720085 \tabularnewline
318 & 538 & 521.652942786616 & 16.3470572133843 \tabularnewline
319 & 526 & 492.550575949799 & 33.4494240502012 \tabularnewline
320 & 488.5 & 482.104223106618 & 6.3957768933821 \tabularnewline
321 & 520.2 & 476.422742659804 & 43.7772573401958 \tabularnewline
322 & 504.4 & 503.104318792744 & 1.29568120725634 \tabularnewline
323 & 568.5 & 530.364568479709 & 38.135431520291 \tabularnewline
324 & 610.6 & 571.14052026293 & 39.4594797370704 \tabularnewline
325 & 818 & 686.816402393432 & 131.183597606568 \tabularnewline
326 & 830.9 & 823.724454383553 & 7.17554561644727 \tabularnewline
327 & 835.9 & 820.607373932569 & 15.2926260674313 \tabularnewline
328 & 782 & 819.518684587333 & -37.518684587333 \tabularnewline
329 & 762.3 & 789.273262898023 & -26.9732628980232 \tabularnewline
330 & 856.9 & 892.68605183573 & -35.7860518357298 \tabularnewline
331 & 820.9 & 834.923070258653 & -14.0230702586531 \tabularnewline
332 & 769.6 & 790.581771362855 & -20.9817713628547 \tabularnewline
333 & 752.2 & 775.608807568446 & -23.408807568446 \tabularnewline
334 & 724.4 & 743.277586017291 & -18.8775860172912 \tabularnewline
335 & 723.1 & 761.808702989773 & -38.7087029897725 \tabularnewline
336 & 719.5 & 735.283276729274 & -15.7832767292745 \tabularnewline
337 & 817.4 & 811.443684328284 & 5.95631567171586 \tabularnewline
338 & 803.3 & 810.358043321368 & -7.05804332136836 \tabularnewline
339 & 752.5 & 782.314249740775 & -29.8142497407749 \tabularnewline
340 & 689 & 718.324599906623 & -29.324599906623 \tabularnewline
341 & 630.4 & 680.416753181498 & -50.0167531814978 \tabularnewline
342 & 765.5 & 745.139376464787 & 20.3606235352129 \tabularnewline
343 & 757.7 & 724.593467430896 & 33.1065325691039 \tabularnewline
344 & 732.2 & 708.670009000146 & 23.5299909998541 \tabularnewline
345 & 702.6 & 723.332569468268 & -20.7325694682683 \tabularnewline
346 & 683.3 & 685.84691080969 & -2.54691080969042 \tabularnewline
347 & 709.5 & 708.558670126898 & 0.941329873102063 \tabularnewline
348 & 702.2 & 714.791330063735 & -12.5913300637351 \tabularnewline
349 & 784.8 & 792.424749328047 & -7.62474932804685 \tabularnewline
350 & 810.9 & 772.642533036502 & 38.2574669634984 \tabularnewline
351 & 755.6 & 778.006062405979 & -22.4060624059791 \tabularnewline
352 & 656.8 & 718.604184623443 & -61.8041846234431 \tabularnewline
353 & 615.1 & 645.968578939569 & -30.8685789395691 \tabularnewline
354 & 745.3 & 734.36553119833 & 10.9344688016701 \tabularnewline
355 & 694.1 & 704.226286331919 & -10.1262863319188 \tabularnewline
356 & 675.7 & 643.774237418455 & 31.9257625815451 \tabularnewline
357 & 643.7 & 653.907648081476 & -10.207648081476 \tabularnewline
358 & 622.1 & 623.190251191307 & -1.09025119130649 \tabularnewline
359 & 634.6 & 642.901356733155 & -8.30135673315465 \tabularnewline
360 & 588 & 633.956006137359 & -45.9560061373586 \tabularnewline
361 & 689.7 & 676.175328143525 & 13.524671856475 \tabularnewline
362 & 673.9 & 674.920698593797 & -1.02069859379719 \tabularnewline
363 & 647.9 & 629.390155815898 & 18.5098441841016 \tabularnewline
364 & 568.8 & 593.584269672457 & -24.7842696724567 \tabularnewline
365 & 545.7 & 553.460453189644 & -7.7604531896435 \tabularnewline
366 & 632.6 & 665.417236164432 & -32.8172361644323 \tabularnewline
367 & 643.8 & 589.76127362836 & 54.0387263716397 \tabularnewline
368 & 593.1 & 589.472682854481 & 3.62731714551876 \tabularnewline
369 & 579.7 & 566.674582306774 & 13.0254176932259 \tabularnewline
370 & 546 & 555.993761806176 & -9.99376180617594 \tabularnewline
371 & 562.9 & 565.266689948432 & -2.36668994843183 \tabularnewline
372 & 572.5 & 554.717760847408 & 17.7822391525916 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147410&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]60.105502136752[/C][/ROW]
[ROW][C]14[/C][C]347.4[/C][C]339.49268741076[/C][C]7.90731258923984[/C][/ROW]
[ROW][C]15[/C][C]338.3[/C][C]339.929491887117[/C][C]-1.62949188711656[/C][/ROW]
[ROW][C]16[/C][C]327.7[/C][C]329.223957559453[/C][C]-1.52395755945292[/C][/ROW]
[ROW][C]17[/C][C]351.6[/C][C]353.166427606607[/C][C]-1.56642760660714[/C][/ROW]
[ROW][C]18[/C][C]396.6[/C][C]400.389554566439[/C][C]-3.78955456643905[/C][/ROW]
[ROW][C]19[/C][C]438.8[/C][C]384.599542925441[/C][C]54.2004570745594[/C][/ROW]
[ROW][C]20[/C][C]395.6[/C][C]427.763510672228[/C][C]-32.163510672228[/C][/ROW]
[ROW][C]21[/C][C]363.5[/C][C]393.902014378512[/C][C]-30.4020143785124[/C][/ROW]
[ROW][C]22[/C][C]378.8[/C][C]345.07635395866[/C][C]33.7236460413396[/C][/ROW]
[ROW][C]23[/C][C]357[/C][C]410.295571899351[/C][C]-53.2955718993513[/C][/ROW]
[ROW][C]24[/C][C]369[/C][C]383.104598762056[/C][C]-14.1045987620564[/C][/ROW]
[ROW][C]25[/C][C]464.8[/C][C]456.976349628352[/C][C]7.8236503716484[/C][/ROW]
[ROW][C]26[/C][C]479.1[/C][C]502.592157461922[/C][C]-23.4921574619219[/C][/ROW]
[ROW][C]27[/C][C]431.3[/C][C]470.502849795568[/C][C]-39.2028497955684[/C][/ROW]
[ROW][C]28[/C][C]366.5[/C][C]420.938726552733[/C][C]-54.4387265527326[/C][/ROW]
[ROW][C]29[/C][C]326.3[/C][C]389.460118106078[/C][C]-63.1601181060779[/C][/ROW]
[ROW][C]30[/C][C]355.1[/C][C]369.585513312159[/C][C]-14.4855133121591[/C][/ROW]
[ROW][C]31[/C][C]331.6[/C][C]338.228558771605[/C][C]-6.62855877160479[/C][/ROW]
[ROW][C]32[/C][C]261.3[/C][C]298.551050153253[/C][C]-37.2510501532529[/C][/ROW]
[ROW][C]33[/C][C]249[/C][C]241.829537110752[/C][C]7.1704628892478[/C][/ROW]
[ROW][C]34[/C][C]205.5[/C][C]217.967581386671[/C][C]-12.4675813866706[/C][/ROW]
[ROW][C]35[/C][C]235.6[/C][C]211.957331684534[/C][C]23.6426683154655[/C][/ROW]
[ROW][C]36[/C][C]240.9[/C][C]241.988791886468[/C][C]-1.08879188646765[/C][/ROW]
[ROW][C]37[/C][C]264.9[/C][C]316.562325993359[/C][C]-51.6623259933595[/C][/ROW]
[ROW][C]38[/C][C]253.8[/C][C]289.312251522339[/C][C]-35.5122515223391[/C][/ROW]
[ROW][C]39[/C][C]232.3[/C][C]226.569741231459[/C][C]5.73025876854075[/C][/ROW]
[ROW][C]40[/C][C]193.8[/C][C]198.202113954408[/C][C]-4.40211395440818[/C][/ROW]
[ROW][C]41[/C][C]177[/C][C]196.401440515567[/C][C]-19.4014405155671[/C][/ROW]
[ROW][C]42[/C][C]213.2[/C][C]211.67936240256[/C][C]1.52063759743996[/C][/ROW]
[ROW][C]43[/C][C]207.2[/C][C]186.898365671561[/C][C]20.3016343284389[/C][/ROW]
[ROW][C]44[/C][C]180.6[/C][C]159.470447421723[/C][C]21.129552578277[/C][/ROW]
[ROW][C]45[/C][C]188.6[/C][C]156.300958206072[/C][C]32.2990417939276[/C][/ROW]
[ROW][C]46[/C][C]175.4[/C][C]149.994479718458[/C][C]25.4055202815422[/C][/ROW]
[ROW][C]47[/C][C]199[/C][C]182.750182367091[/C][C]16.2498176329088[/C][/ROW]
[ROW][C]48[/C][C]179.6[/C][C]203.617154073345[/C][C]-24.0171540733448[/C][/ROW]
[ROW][C]49[/C][C]225.8[/C][C]250.581620945864[/C][C]-24.781620945864[/C][/ROW]
[ROW][C]50[/C][C]234[/C][C]249.622858322182[/C][C]-15.6228583221823[/C][/ROW]
[ROW][C]51[/C][C]200.2[/C][C]211.964952702787[/C][C]-11.7649527027866[/C][/ROW]
[ROW][C]52[/C][C]183.6[/C][C]168.2143855281[/C][C]15.3856144719[/C][/ROW]
[ROW][C]53[/C][C]178.2[/C][C]183.631603723916[/C][C]-5.43160372391608[/C][/ROW]
[ROW][C]54[/C][C]203.2[/C][C]217.078589038259[/C][C]-13.8785890382595[/C][/ROW]
[ROW][C]55[/C][C]208.5[/C][C]183.955882611479[/C][C]24.544117388521[/C][/ROW]
[ROW][C]56[/C][C]191.8[/C][C]162.800036528604[/C][C]28.9999634713959[/C][/ROW]
[ROW][C]57[/C][C]172.8[/C][C]170.97661845396[/C][C]1.82338154604028[/C][/ROW]
[ROW][C]58[/C][C]148[/C][C]138.591929629813[/C][C]9.40807037018729[/C][/ROW]
[ROW][C]59[/C][C]159.4[/C][C]156.37233566996[/C][C]3.0276643300401[/C][/ROW]
[ROW][C]60[/C][C]154.5[/C][C]159.424275934007[/C][C]-4.92427593400748[/C][/ROW]
[ROW][C]61[/C][C]213.2[/C][C]223.114609211206[/C][C]-9.91460921120594[/C][/ROW]
[ROW][C]62[/C][C]196.4[/C][C]237.594180801579[/C][C]-41.1941808015789[/C][/ROW]
[ROW][C]63[/C][C]182.8[/C][C]178.262799760322[/C][C]4.53720023967833[/C][/ROW]
[ROW][C]64[/C][C]176.4[/C][C]153.129781835642[/C][C]23.2702181643578[/C][/ROW]
[ROW][C]65[/C][C]153.6[/C][C]173.674935132261[/C][C]-20.0749351322614[/C][/ROW]
[ROW][C]66[/C][C]173.2[/C][C]193.709042121908[/C][C]-20.5090421219084[/C][/ROW]
[ROW][C]67[/C][C]171[/C][C]160.240373884812[/C][C]10.7596261151881[/C][/ROW]
[ROW][C]68[/C][C]151.2[/C][C]126.930528161028[/C][C]24.2694718389715[/C][/ROW]
[ROW][C]69[/C][C]161.9[/C][C]125.973435002333[/C][C]35.9265649976671[/C][/ROW]
[ROW][C]70[/C][C]157.2[/C][C]124.881675573488[/C][C]32.3183244265116[/C][/ROW]
[ROW][C]71[/C][C]201.7[/C][C]163.827076326725[/C][C]37.8729236732753[/C][/ROW]
[ROW][C]72[/C][C]236.4[/C][C]200.289731456666[/C][C]36.110268543334[/C][/ROW]
[ROW][C]73[/C][C]356.1[/C][C]305.732413633239[/C][C]50.3675863667614[/C][/ROW]
[ROW][C]74[/C][C]398.3[/C][C]378.625462123997[/C][C]19.6745378760027[/C][/ROW]
[ROW][C]75[/C][C]403.7[/C][C]392.930378293759[/C][C]10.7696217062409[/C][/ROW]
[ROW][C]76[/C][C]384.6[/C][C]391.087800001011[/C][C]-6.48780000101078[/C][/ROW]
[ROW][C]77[/C][C]365.8[/C][C]393.366236037297[/C][C]-27.5662360372971[/C][/ROW]
[ROW][C]78[/C][C]368.1[/C][C]419.833367569902[/C][C]-51.7333675699016[/C][/ROW]
[ROW][C]79[/C][C]367.9[/C][C]374.892290362595[/C][C]-6.99229036259482[/C][/ROW]
[ROW][C]80[/C][C]347[/C][C]338.053774113893[/C][C]8.94622588610662[/C][/ROW]
[ROW][C]81[/C][C]343.3[/C][C]334.41981217343[/C][C]8.88018782656985[/C][/ROW]
[ROW][C]82[/C][C]292.9[/C][C]316.710509488053[/C][C]-23.8105094880528[/C][/ROW]
[ROW][C]83[/C][C]311.5[/C][C]311.77886280598[/C][C]-0.278862805980452[/C][/ROW]
[ROW][C]84[/C][C]300.9[/C][C]316.353298389022[/C][C]-15.4532983890225[/C][/ROW]
[ROW][C]85[/C][C]366.9[/C][C]377.367075471289[/C][C]-10.4670754712892[/C][/ROW]
[ROW][C]86[/C][C]356.9[/C][C]387.667386022289[/C][C]-30.7673860222894[/C][/ROW]
[ROW][C]87[/C][C]329.7[/C][C]348.17316030028[/C][C]-18.4731603002799[/C][/ROW]
[ROW][C]88[/C][C]316.2[/C][C]307.708500690041[/C][C]8.4914993099589[/C][/ROW]
[ROW][C]89[/C][C]269[/C][C]309.768910811548[/C][C]-40.7689108115476[/C][/ROW]
[ROW][C]90[/C][C]289.3[/C][C]310.533091409789[/C][C]-21.2330914097892[/C][/ROW]
[ROW][C]91[/C][C]266.2[/C][C]289.081542105605[/C][C]-22.8815421056054[/C][/ROW]
[ROW][C]92[/C][C]253.6[/C][C]230.811667742145[/C][C]22.7883322578549[/C][/ROW]
[ROW][C]93[/C][C]233.8[/C][C]229.912532395132[/C][C]3.8874676048685[/C][/ROW]
[ROW][C]94[/C][C]228.4[/C][C]193.842889774857[/C][C]34.5571102251435[/C][/ROW]
[ROW][C]95[/C][C]253.6[/C][C]236.613859543985[/C][C]16.9861404560152[/C][/ROW]
[ROW][C]96[/C][C]260.1[/C][C]249.222935445932[/C][C]10.8770645540677[/C][/ROW]
[ROW][C]97[/C][C]306.6[/C][C]330.573069195611[/C][C]-23.9730691956107[/C][/ROW]
[ROW][C]98[/C][C]309.2[/C][C]322.565480154246[/C][C]-13.3654801542456[/C][/ROW]
[ROW][C]99[/C][C]309.5[/C][C]297.014561387098[/C][C]12.4854386129019[/C][/ROW]
[ROW][C]100[/C][C]271[/C][C]286.173816735981[/C][C]-15.1738167359812[/C][/ROW]
[ROW][C]101[/C][C]279.9[/C][C]258.686817021153[/C][C]21.2131829788474[/C][/ROW]
[ROW][C]102[/C][C]317.9[/C][C]317.114578730618[/C][C]0.785421269381686[/C][/ROW]
[ROW][C]103[/C][C]298.4[/C][C]317.408182699643[/C][C]-19.0081826996427[/C][/ROW]
[ROW][C]104[/C][C]246.7[/C][C]272.208856180446[/C][C]-25.5088561804462[/C][/ROW]
[ROW][C]105[/C][C]227.3[/C][C]227.393813157527[/C][C]-0.0938131575273076[/C][/ROW]
[ROW][C]106[/C][C]209.1[/C][C]192.211641881394[/C][C]16.8883581186062[/C][/ROW]
[ROW][C]107[/C][C]259.9[/C][C]216.191135150406[/C][C]43.7088648495944[/C][/ROW]
[ROW][C]108[/C][C]266[/C][C]251.457955826303[/C][C]14.5420441736967[/C][/ROW]
[ROW][C]109[/C][C]320.6[/C][C]331.840111835229[/C][C]-11.2401118352288[/C][/ROW]
[ROW][C]110[/C][C]308.5[/C][C]337.869195516856[/C][C]-29.369195516856[/C][/ROW]
[ROW][C]111[/C][C]282.2[/C][C]302.79868563497[/C][C]-20.5986856349696[/C][/ROW]
[ROW][C]112[/C][C]262.7[/C][C]258.122602326402[/C][C]4.57739767359834[/C][/ROW]
[ROW][C]113[/C][C]263.5[/C][C]252.470239788878[/C][C]11.0297602111219[/C][/ROW]
[ROW][C]114[/C][C]313.1[/C][C]298.363314923534[/C][C]14.7366850764665[/C][/ROW]
[ROW][C]115[/C][C]284.3[/C][C]307.831866174972[/C][C]-23.5318661749717[/C][/ROW]
[ROW][C]116[/C][C]252.6[/C][C]257.521531948129[/C][C]-4.9215319481286[/C][/ROW]
[ROW][C]117[/C][C]250.3[/C][C]234.973370772292[/C][C]15.3266292277083[/C][/ROW]
[ROW][C]118[/C][C]246.5[/C][C]217.410738648673[/C][C]29.0892613513275[/C][/ROW]
[ROW][C]119[/C][C]312.7[/C][C]258.405409058459[/C][C]54.2945909415409[/C][/ROW]
[ROW][C]120[/C][C]333.2[/C][C]302.083228497544[/C][C]31.1167715024562[/C][/ROW]
[ROW][C]121[/C][C]446.4[/C][C]397.551495514056[/C][C]48.8485044859444[/C][/ROW]
[ROW][C]122[/C][C]511.6[/C][C]460.945211166634[/C][C]50.654788833366[/C][/ROW]
[ROW][C]123[/C][C]515.5[/C][C]509.240413523162[/C][C]6.25958647683836[/C][/ROW]
[ROW][C]124[/C][C]506.4[/C][C]506.274072424597[/C][C]0.125927575402955[/C][/ROW]
[ROW][C]125[/C][C]483.2[/C][C]512.512377188494[/C][C]-29.3123771884942[/C][/ROW]
[ROW][C]126[/C][C]522.3[/C][C]536.512774692799[/C][C]-14.2127746927988[/C][/ROW]
[ROW][C]127[/C][C]509.8[/C][C]526.121899968486[/C][C]-16.3218999684856[/C][/ROW]
[ROW][C]128[/C][C]460.7[/C][C]495.489232971948[/C][C]-34.789232971948[/C][/ROW]
[ROW][C]129[/C][C]405.8[/C][C]459.098800682688[/C][C]-53.2988006826882[/C][/ROW]
[ROW][C]130[/C][C]375[/C][C]389.123472139655[/C][C]-14.1234721396549[/C][/ROW]
[ROW][C]131[/C][C]378.5[/C][C]398.404078112993[/C][C]-19.9040781129926[/C][/ROW]
[ROW][C]132[/C][C]406.8[/C][C]372.21618999884[/C][C]34.5838100011602[/C][/ROW]
[ROW][C]133[/C][C]467.8[/C][C]470.525432412876[/C][C]-2.72543241287559[/C][/ROW]
[ROW][C]134[/C][C]469.8[/C][C]483.954123473307[/C][C]-14.1541234733069[/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]412.522391646774[/C][C]-56.7223916467743[/C][/ROW]
[ROW][C]137[/C][C]332.7[/C][C]349.797567198493[/C][C]-17.0975671984926[/C][/ROW]
[ROW][C]138[/C][C]378[/C][C]371.218195698947[/C][C]6.78180430105317[/C][/ROW]
[ROW][C]139[/C][C]360.5[/C][C]364.699191314884[/C][C]-4.19919131488405[/C][/ROW]
[ROW][C]140[/C][C]334.7[/C][C]328.781850809106[/C][C]5.91814919089416[/C][/ROW]
[ROW][C]141[/C][C]319.5[/C][C]314.243978390394[/C][C]5.25602160960568[/C][/ROW]
[ROW][C]142[/C][C]323.1[/C][C]293.30246578657[/C][C]29.7975342134303[/C][/ROW]
[ROW][C]143[/C][C]363.6[/C][C]335.500939767781[/C][C]28.0990602322186[/C][/ROW]
[ROW][C]144[/C][C]352.1[/C][C]357.280180836375[/C][C]-5.18018083637537[/C][/ROW]
[ROW][C]145[/C][C]411.9[/C][C]412.695121167536[/C][C]-0.79512116753557[/C][/ROW]
[ROW][C]146[/C][C]388.6[/C][C]422.818142247419[/C][C]-34.2181422474189[/C][/ROW]
[ROW][C]147[/C][C]416.4[/C][C]374.98383573684[/C][C]41.4161642631602[/C][/ROW]
[ROW][C]148[/C][C]360.7[/C][C]385.233730369838[/C][C]-24.5337303698377[/C][/ROW]
[ROW][C]149[/C][C]338[/C][C]357.730557989374[/C][C]-19.7305579893737[/C][/ROW]
[ROW][C]150[/C][C]417.2[/C][C]382.07192241625[/C][C]35.1280775837498[/C][/ROW]
[ROW][C]151[/C][C]388.4[/C][C]401.976465130286[/C][C]-13.5764651302858[/C][/ROW]
[ROW][C]152[/C][C]371.1[/C][C]362.451917133401[/C][C]8.64808286659905[/C][/ROW]
[ROW][C]153[/C][C]331.5[/C][C]353.362534337185[/C][C]-21.8625343371847[/C][/ROW]
[ROW][C]154[/C][C]353.7[/C][C]314.05541302732[/C][C]39.6445869726801[/C][/ROW]
[ROW][C]155[/C][C]396.7[/C][C]366.573233905232[/C][C]30.126766094768[/C][/ROW]
[ROW][C]156[/C][C]447[/C][C]387.633087863443[/C][C]59.3669121365568[/C][/ROW]
[ROW][C]157[/C][C]533.5[/C][C]505.446748995601[/C][C]28.0532510043992[/C][/ROW]
[ROW][C]158[/C][C]565.4[/C][C]543.805443437597[/C][C]21.5945565624032[/C][/ROW]
[ROW][C]159[/C][C]542.3[/C][C]566.284953845716[/C][C]-23.9849538457161[/C][/ROW]
[ROW][C]160[/C][C]488.7[/C][C]518.6091507996[/C][C]-29.9091507996002[/C][/ROW]
[ROW][C]161[/C][C]467.1[/C][C]494.376039391581[/C][C]-27.2760393915808[/C][/ROW]
[ROW][C]162[/C][C]531.3[/C][C]526.697088456681[/C][C]4.60291154331867[/C][/ROW]
[ROW][C]163[/C][C]496.1[/C][C]518.307181163606[/C][C]-22.2071811636062[/C][/ROW]
[ROW][C]164[/C][C]444[/C][C]478.743739592729[/C][C]-34.7437395927293[/C][/ROW]
[ROW][C]165[/C][C]403.4[/C][C]429.564702208668[/C][C]-26.164702208668[/C][/ROW]
[ROW][C]166[/C][C]386.3[/C][C]396.442329515034[/C][C]-10.1423295150339[/C][/ROW]
[ROW][C]167[/C][C]394.1[/C][C]402.898035530533[/C][C]-8.7980355305329[/C][/ROW]
[ROW][C]168[/C][C]404.1[/C][C]390.215574175923[/C][C]13.8844258240767[/C][/ROW]
[ROW][C]169[/C][C]462.1[/C][C]457.2308840541[/C][C]4.8691159459002[/C][/ROW]
[ROW][C]170[/C][C]448.1[/C][C]465.976809417731[/C][C]-17.876809417731[/C][/ROW]
[ROW][C]171[/C][C]432.3[/C][C]436.830999113449[/C][C]-4.53099911344901[/C][/ROW]
[ROW][C]172[/C][C]386.3[/C][C]394.975883254873[/C][C]-8.67588325487282[/C][/ROW]
[ROW][C]173[/C][C]395.2[/C][C]380.646930027697[/C][C]14.5530699723026[/C][/ROW]
[ROW][C]174[/C][C]421.9[/C][C]447.344493179185[/C][C]-25.4444931791852[/C][/ROW]
[ROW][C]175[/C][C]382.9[/C][C]401.403746337658[/C][C]-18.5037463376585[/C][/ROW]
[ROW][C]176[/C][C]384.2[/C][C]355.531060486578[/C][C]28.6689395134222[/C][/ROW]
[ROW][C]177[/C][C]345.5[/C][C]358.342768894592[/C][C]-12.8427688945918[/C][/ROW]
[ROW][C]178[/C][C]323.4[/C][C]336.07393586308[/C][C]-12.6739358630805[/C][/ROW]
[ROW][C]179[/C][C]372.6[/C][C]337.534428429873[/C][C]35.065571570127[/C][/ROW]
[ROW][C]180[/C][C]376[/C][C]365.50808892568[/C][C]10.4919110743198[/C][/ROW]
[ROW][C]181[/C][C]462.7[/C][C]427.900178185214[/C][C]34.7998218147857[/C][/ROW]
[ROW][C]182[/C][C]487[/C][C]460.617422941475[/C][C]26.382577058525[/C][/ROW]
[ROW][C]183[/C][C]444.2[/C][C]475.650295578904[/C][C]-31.4502955789035[/C][/ROW]
[ROW][C]184[/C][C]399.3[/C][C]412.650010123354[/C][C]-13.3500101233535[/C][/ROW]
[ROW][C]185[/C][C]394.9[/C][C]399.846762703069[/C][C]-4.9467627030694[/C][/ROW]
[ROW][C]186[/C][C]455.4[/C][C]445.185236787112[/C][C]10.2147632128879[/C][/ROW]
[ROW][C]187[/C][C]414[/C][C]434.151738608339[/C][C]-20.1517386083392[/C][/ROW]
[ROW][C]188[/C][C]375.5[/C][C]396.700384154198[/C][C]-21.2003841541979[/C][/ROW]
[ROW][C]189[/C][C]347[/C][C]350.841962139076[/C][C]-3.84196213907563[/C][/ROW]
[ROW][C]190[/C][C]339.4[/C][C]336.922819170617[/C][C]2.4771808293832[/C][/ROW]
[ROW][C]191[/C][C]385.8[/C][C]359.68248802309[/C][C]26.1175119769102[/C][/ROW]
[ROW][C]192[/C][C]378.8[/C][C]377.493798924106[/C][C]1.30620107589419[/C][/ROW]
[ROW][C]193[/C][C]451.8[/C][C]435.823650940621[/C][C]15.9763490593787[/C][/ROW]
[ROW][C]194[/C][C]446.1[/C][C]450.391690398511[/C][C]-4.29169039851109[/C][/ROW]
[ROW][C]195[/C][C]422.5[/C][C]428.182394150982[/C][C]-5.68239415098157[/C][/ROW]
[ROW][C]196[/C][C]383.1[/C][C]388.765764693691[/C][C]-5.66576469369073[/C][/ROW]
[ROW][C]197[/C][C]352.8[/C][C]383.132498938447[/C][C]-30.3324989384468[/C][/ROW]
[ROW][C]198[/C][C]445.3[/C][C]406.570266636765[/C][C]38.7297333632347[/C][/ROW]
[ROW][C]199[/C][C]367.5[/C][C]415.337997290186[/C][C]-47.8379972901856[/C][/ROW]
[ROW][C]200[/C][C]355.1[/C][C]351.778059801713[/C][C]3.32194019828705[/C][/ROW]
[ROW][C]201[/C][C]326.2[/C][C]328.814714534771[/C][C]-2.61471453477117[/C][/ROW]
[ROW][C]202[/C][C]319.8[/C][C]316.300508680218[/C][C]3.49949131978224[/C][/ROW]
[ROW][C]203[/C][C]331.8[/C][C]342.79473505466[/C][C]-10.99473505466[/C][/ROW]
[ROW][C]204[/C][C]340.9[/C][C]322.394312257616[/C][C]18.5056877423835[/C][/ROW]
[ROW][C]205[/C][C]394.1[/C][C]395.827214314571[/C][C]-1.72721431457074[/C][/ROW]
[ROW][C]206[/C][C]417.2[/C][C]389.465493350548[/C][C]27.7345066494522[/C][/ROW]
[ROW][C]207[/C][C]369.9[/C][C]393.7435940791[/C][C]-23.8435940791005[/C][/ROW]
[ROW][C]208[/C][C]349.2[/C][C]336.743286493261[/C][C]12.4567135067388[/C][/ROW]
[ROW][C]209[/C][C]321.4[/C][C]342.370587319692[/C][C]-20.9705873196923[/C][/ROW]
[ROW][C]210[/C][C]405.7[/C][C]383.344959186724[/C][C]22.3550408132764[/C][/ROW]
[ROW][C]211[/C][C]342.9[/C][C]364.569053506195[/C][C]-21.6690535061952[/C][/ROW]
[ROW][C]212[/C][C]316.5[/C][C]331.084150283873[/C][C]-14.5841502838733[/C][/ROW]
[ROW][C]213[/C][C]284.2[/C][C]291.148261888215[/C][C]-6.94826188821537[/C][/ROW]
[ROW][C]214[/C][C]270.9[/C][C]274.744300734944[/C][C]-3.84430073494423[/C][/ROW]
[ROW][C]215[/C][C]288.8[/C][C]291.392175220431[/C][C]-2.59217522043133[/C][/ROW]
[ROW][C]216[/C][C]278.8[/C][C]281.406079633926[/C][C]-2.60607963392647[/C][/ROW]
[ROW][C]217[/C][C]324.4[/C][C]331.548573088639[/C][C]-7.14857308863895[/C][/ROW]
[ROW][C]218[/C][C]310.9[/C][C]322.033931876022[/C][C]-11.133931876022[/C][/ROW]
[ROW][C]219[/C][C]299[/C][C]280.536209451958[/C][C]18.4637905480419[/C][/ROW]
[ROW][C]220[/C][C]273[/C][C]262.568393858034[/C][C]10.431606141966[/C][/ROW]
[ROW][C]221[/C][C]279.3[/C][C]259.188605093528[/C][C]20.1113949064721[/C][/ROW]
[ROW][C]222[/C][C]359.2[/C][C]341.614182874134[/C][C]17.5858171258657[/C][/ROW]
[ROW][C]223[/C][C]305[/C][C]312.287709889263[/C][C]-7.28770988926328[/C][/ROW]
[ROW][C]224[/C][C]282.1[/C][C]292.819794800918[/C][C]-10.7197948009182[/C][/ROW]
[ROW][C]225[/C][C]250.3[/C][C]258.189017955924[/C][C]-7.88901795592398[/C][/ROW]
[ROW][C]226[/C][C]246.5[/C][C]242.263779527077[/C][C]4.23622047292315[/C][/ROW]
[ROW][C]227[/C][C]257.9[/C][C]267.392926941991[/C][C]-9.49292694199141[/C][/ROW]
[ROW][C]228[/C][C]266.5[/C][C]252.401000184418[/C][C]14.0989998155823[/C][/ROW]
[ROW][C]229[/C][C]315.9[/C][C]318.240445580034[/C][C]-2.34044558003382[/C][/ROW]
[ROW][C]230[/C][C]318.4[/C][C]314.586196245987[/C][C]3.81380375401346[/C][/ROW]
[ROW][C]231[/C][C]295.4[/C][C]293.341606487182[/C][C]2.05839351281759[/C][/ROW]
[ROW][C]232[/C][C]266.4[/C][C]262.34700214298[/C][C]4.05299785701965[/C][/ROW]
[ROW][C]233[/C][C]245.8[/C][C]256.644862137147[/C][C]-10.8448621371472[/C][/ROW]
[ROW][C]234[/C][C]362.8[/C][C]311.946987675618[/C][C]50.8530123243824[/C][/ROW]
[ROW][C]235[/C][C]324.9[/C][C]309.635404948481[/C][C]15.2645950515192[/C][/ROW]
[ROW][C]236[/C][C]294.2[/C][C]312.431512532702[/C][C]-18.2315125327016[/C][/ROW]
[ROW][C]237[/C][C]289.5[/C][C]274.642290068754[/C][C]14.8577099312456[/C][/ROW]
[ROW][C]238[/C][C]295.2[/C][C]284.308249577911[/C][C]10.8917504220894[/C][/ROW]
[ROW][C]239[/C][C]290.3[/C][C]317.984531433371[/C][C]-27.6845314333713[/C][/ROW]
[ROW][C]240[/C][C]272[/C][C]294.296902373431[/C][C]-22.2969023734306[/C][/ROW]
[ROW][C]241[/C][C]307.4[/C][C]327.848256250694[/C][C]-20.4482562506938[/C][/ROW]
[ROW][C]242[/C][C]328.7[/C][C]309.650215588389[/C][C]19.0497844116109[/C][/ROW]
[ROW][C]243[/C][C]292.9[/C][C]302.360636400304[/C][C]-9.46063640030428[/C][/ROW]
[ROW][C]244[/C][C]249.1[/C][C]262.132621337362[/C][C]-13.0326213373624[/C][/ROW]
[ROW][C]245[/C][C]230.4[/C][C]238.94900594119[/C][C]-8.54900594119025[/C][/ROW]
[ROW][C]246[/C][C]361.5[/C][C]304.35905495315[/C][C]57.1409450468503[/C][/ROW]
[ROW][C]247[/C][C]321.7[/C][C]302.275857787853[/C][C]19.4241422121466[/C][/ROW]
[ROW][C]248[/C][C]277.2[/C][C]304.030983001457[/C][C]-26.8309830014574[/C][/ROW]
[ROW][C]249[/C][C]260.7[/C][C]263.075789422776[/C][C]-2.3757894227756[/C][/ROW]
[ROW][C]250[/C][C]251[/C][C]255.841984245506[/C][C]-4.84198424550567[/C][/ROW]
[ROW][C]251[/C][C]257.6[/C][C]268.030343313095[/C][C]-10.4303433130954[/C][/ROW]
[ROW][C]252[/C][C]241.8[/C][C]258.48559727085[/C][C]-16.6855972708498[/C][/ROW]
[ROW][C]253[/C][C]287.5[/C][C]296.03538924668[/C][C]-8.53538924668038[/C][/ROW]
[ROW][C]254[/C][C]292.3[/C][C]293.311460964076[/C][C]-1.01146096407632[/C][/ROW]
[ROW][C]255[/C][C]274.7[/C][C]263.169679564277[/C][C]11.5303204357228[/C][/ROW]
[ROW][C]256[/C][C]254.2[/C][C]240.204751811027[/C][C]13.9952481889726[/C][/ROW]
[ROW][C]257[/C][C]230[/C][C]242.322825473096[/C][C]-12.3228254730956[/C][/ROW]
[ROW][C]258[/C][C]339[/C][C]314.957941966698[/C][C]24.0420580333023[/C][/ROW]
[ROW][C]259[/C][C]318.2[/C][C]278.232940400312[/C][C]39.9670595996876[/C][/ROW]
[ROW][C]260[/C][C]287[/C][C]291.531480962199[/C][C]-4.53148096219905[/C][/ROW]
[ROW][C]261[/C][C]295.8[/C][C]275.009365595267[/C][C]20.7906344047328[/C][/ROW]
[ROW][C]262[/C][C]284[/C][C]290.631809056548[/C][C]-6.63180905654775[/C][/ROW]
[ROW][C]263[/C][C]271[/C][C]303.683088525327[/C][C]-32.6830885253266[/C][/ROW]
[ROW][C]264[/C][C]262.7[/C][C]275.913953207471[/C][C]-13.213953207471[/C][/ROW]
[ROW][C]265[/C][C]340.6[/C][C]319.589369984922[/C][C]21.010630015078[/C][/ROW]
[ROW][C]266[/C][C]379.4[/C][C]347.180284108717[/C][C]32.2197158912832[/C][/ROW]
[ROW][C]267[/C][C]373.3[/C][C]353.337660495244[/C][C]19.9623395047558[/C][/ROW]
[ROW][C]268[/C][C]355.2[/C][C]344.482985562496[/C][C]10.717014437504[/C][/ROW]
[ROW][C]269[/C][C]338.4[/C][C]346.387055178661[/C][C]-7.98705517866148[/C][/ROW]
[ROW][C]270[/C][C]466.9[/C][C]434.457407813978[/C][C]32.4425921860222[/C][/ROW]
[ROW][C]271[/C][C]451[/C][C]414.313193742959[/C][C]36.6868062570415[/C][/ROW]
[ROW][C]272[/C][C]422[/C][C]425.434985112541[/C][C]-3.43498511254069[/C][/ROW]
[ROW][C]273[/C][C]429.2[/C][C]420.404229643889[/C][C]8.79577035611146[/C][/ROW]
[ROW][C]274[/C][C]425.9[/C][C]428.077042793122[/C][C]-2.17704279312193[/C][/ROW]
[ROW][C]275[/C][C]460.7[/C][C]447.786654269512[/C][C]12.9133457304876[/C][/ROW]
[ROW][C]276[/C][C]463.6[/C][C]471.331531394263[/C][C]-7.73153139426262[/C][/ROW]
[ROW][C]277[/C][C]541.4[/C][C]534.286927176613[/C][C]7.11307282338691[/C][/ROW]
[ROW][C]278[/C][C]544.2[/C][C]560.382569088665[/C][C]-16.1825690886645[/C][/ROW]
[ROW][C]279[/C][C]517.5[/C][C]529.02007059113[/C][C]-11.5200705911302[/C][/ROW]
[ROW][C]280[/C][C]469.4[/C][C]495.605387268543[/C][C]-26.2053872685433[/C][/ROW]
[ROW][C]281[/C][C]439.4[/C][C]464.597282316297[/C][C]-25.1972823162968[/C][/ROW]
[ROW][C]282[/C][C]549[/C][C]543.929055135577[/C][C]5.07094486442315[/C][/ROW]
[ROW][C]283[/C][C]533[/C][C]499.4787222342[/C][C]33.5212777657998[/C][/ROW]
[ROW][C]284[/C][C]506.1[/C][C]500.636899395108[/C][C]5.46310060489179[/C][/ROW]
[ROW][C]285[/C][C]484[/C][C]503.948599258886[/C][C]-19.9485992588855[/C][/ROW]
[ROW][C]286[/C][C]457[/C][C]482.529699094897[/C][C]-25.5296990948971[/C][/ROW]
[ROW][C]287[/C][C]481.5[/C][C]479.968398984439[/C][C]1.53160101556125[/C][/ROW]
[ROW][C]288[/C][C]469.5[/C][C]485.767856568259[/C][C]-16.2678565682593[/C][/ROW]
[ROW][C]289[/C][C]544.7[/C][C]537.880761423339[/C][C]6.81923857666152[/C][/ROW]
[ROW][C]290[/C][C]541.2[/C][C]554.821948325974[/C][C]-13.6219483259738[/C][/ROW]
[ROW][C]291[/C][C]521.5[/C][C]520.859498155089[/C][C]0.640501844911341[/C][/ROW]
[ROW][C]292[/C][C]469.7[/C][C]491.138419523182[/C][C]-21.4384195231822[/C][/ROW]
[ROW][C]293[/C][C]434.4[/C][C]459.986377618638[/C][C]-25.586377618638[/C][/ROW]
[ROW][C]294[/C][C]542.6[/C][C]538.84300959919[/C][C]3.7569904008102[/C][/ROW]
[ROW][C]295[/C][C]517.3[/C][C]492.783356139092[/C][C]24.5166438609077[/C][/ROW]
[ROW][C]296[/C][C]485.7[/C][C]477.190502334361[/C][C]8.50949766563929[/C][/ROW]
[ROW][C]297[/C][C]465.8[/C][C]474.670562774211[/C][C]-8.87056277421073[/C][/ROW]
[ROW][C]298[/C][C]447[/C][C]457.818104143248[/C][C]-10.8181041432475[/C][/ROW]
[ROW][C]299[/C][C]426.6[/C][C]468.47914872836[/C][C]-41.8791487283603[/C][/ROW]
[ROW][C]300[/C][C]411.6[/C][C]428.489160341722[/C][C]-16.8891603417221[/C][/ROW]
[ROW][C]301[/C][C]467.5[/C][C]477.294453731101[/C][C]-9.7944537311007[/C][/ROW]
[ROW][C]302[/C][C]484.5[/C][C]469.99999767684[/C][C]14.5000023231601[/C][/ROW]
[ROW][C]303[/C][C]451.2[/C][C]456.91068802221[/C][C]-5.71068802221049[/C][/ROW]
[ROW][C]304[/C][C]417.4[/C][C]412.922829551058[/C][C]4.47717044894171[/C][/ROW]
[ROW][C]305[/C][C]379.9[/C][C]399.397295919868[/C][C]-19.4972959198679[/C][/ROW]
[ROW][C]306[/C][C]484.7[/C][C]483.953812065854[/C][C]0.746187934146235[/C][/ROW]
[ROW][C]307[/C][C]455[/C][C]434.375598404984[/C][C]20.6244015950161[/C][/ROW]
[ROW][C]308[/C][C]420.8[/C][C]409.078846218872[/C][C]11.721153781128[/C][/ROW]
[ROW][C]309[/C][C]416.5[/C][C]402.968494974451[/C][C]13.5315050255488[/C][/ROW]
[ROW][C]310[/C][C]376.3[/C][C]402.609844364408[/C][C]-26.3098443644078[/C][/ROW]
[ROW][C]311[/C][C]405.6[/C][C]392.123841300822[/C][C]13.4761586991783[/C][/ROW]
[ROW][C]312[/C][C]405.8[/C][C]403.26598931778[/C][C]2.53401068221967[/C][/ROW]
[ROW][C]313[/C][C]500.8[/C][C]471.046919554055[/C][C]29.7530804459454[/C][/ROW]
[ROW][C]314[/C][C]514[/C][C]504.953038855594[/C][C]9.04696114440645[/C][/ROW]
[ROW][C]315[/C][C]475.5[/C][C]487.787076964122[/C][C]-12.2870769641224[/C][/ROW]
[ROW][C]316[/C][C]430.1[/C][C]442.623129418822[/C][C]-12.5231294188225[/C][/ROW]
[ROW][C]317[/C][C]414.4[/C][C]413.072491832799[/C][C]1.32750816720085[/C][/ROW]
[ROW][C]318[/C][C]538[/C][C]521.652942786616[/C][C]16.3470572133843[/C][/ROW]
[ROW][C]319[/C][C]526[/C][C]492.550575949799[/C][C]33.4494240502012[/C][/ROW]
[ROW][C]320[/C][C]488.5[/C][C]482.104223106618[/C][C]6.3957768933821[/C][/ROW]
[ROW][C]321[/C][C]520.2[/C][C]476.422742659804[/C][C]43.7772573401958[/C][/ROW]
[ROW][C]322[/C][C]504.4[/C][C]503.104318792744[/C][C]1.29568120725634[/C][/ROW]
[ROW][C]323[/C][C]568.5[/C][C]530.364568479709[/C][C]38.135431520291[/C][/ROW]
[ROW][C]324[/C][C]610.6[/C][C]571.14052026293[/C][C]39.4594797370704[/C][/ROW]
[ROW][C]325[/C][C]818[/C][C]686.816402393432[/C][C]131.183597606568[/C][/ROW]
[ROW][C]326[/C][C]830.9[/C][C]823.724454383553[/C][C]7.17554561644727[/C][/ROW]
[ROW][C]327[/C][C]835.9[/C][C]820.607373932569[/C][C]15.2926260674313[/C][/ROW]
[ROW][C]328[/C][C]782[/C][C]819.518684587333[/C][C]-37.518684587333[/C][/ROW]
[ROW][C]329[/C][C]762.3[/C][C]789.273262898023[/C][C]-26.9732628980232[/C][/ROW]
[ROW][C]330[/C][C]856.9[/C][C]892.68605183573[/C][C]-35.7860518357298[/C][/ROW]
[ROW][C]331[/C][C]820.9[/C][C]834.923070258653[/C][C]-14.0230702586531[/C][/ROW]
[ROW][C]332[/C][C]769.6[/C][C]790.581771362855[/C][C]-20.9817713628547[/C][/ROW]
[ROW][C]333[/C][C]752.2[/C][C]775.608807568446[/C][C]-23.408807568446[/C][/ROW]
[ROW][C]334[/C][C]724.4[/C][C]743.277586017291[/C][C]-18.8775860172912[/C][/ROW]
[ROW][C]335[/C][C]723.1[/C][C]761.808702989773[/C][C]-38.7087029897725[/C][/ROW]
[ROW][C]336[/C][C]719.5[/C][C]735.283276729274[/C][C]-15.7832767292745[/C][/ROW]
[ROW][C]337[/C][C]817.4[/C][C]811.443684328284[/C][C]5.95631567171586[/C][/ROW]
[ROW][C]338[/C][C]803.3[/C][C]810.358043321368[/C][C]-7.05804332136836[/C][/ROW]
[ROW][C]339[/C][C]752.5[/C][C]782.314249740775[/C][C]-29.8142497407749[/C][/ROW]
[ROW][C]340[/C][C]689[/C][C]718.324599906623[/C][C]-29.324599906623[/C][/ROW]
[ROW][C]341[/C][C]630.4[/C][C]680.416753181498[/C][C]-50.0167531814978[/C][/ROW]
[ROW][C]342[/C][C]765.5[/C][C]745.139376464787[/C][C]20.3606235352129[/C][/ROW]
[ROW][C]343[/C][C]757.7[/C][C]724.593467430896[/C][C]33.1065325691039[/C][/ROW]
[ROW][C]344[/C][C]732.2[/C][C]708.670009000146[/C][C]23.5299909998541[/C][/ROW]
[ROW][C]345[/C][C]702.6[/C][C]723.332569468268[/C][C]-20.7325694682683[/C][/ROW]
[ROW][C]346[/C][C]683.3[/C][C]685.84691080969[/C][C]-2.54691080969042[/C][/ROW]
[ROW][C]347[/C][C]709.5[/C][C]708.558670126898[/C][C]0.941329873102063[/C][/ROW]
[ROW][C]348[/C][C]702.2[/C][C]714.791330063735[/C][C]-12.5913300637351[/C][/ROW]
[ROW][C]349[/C][C]784.8[/C][C]792.424749328047[/C][C]-7.62474932804685[/C][/ROW]
[ROW][C]350[/C][C]810.9[/C][C]772.642533036502[/C][C]38.2574669634984[/C][/ROW]
[ROW][C]351[/C][C]755.6[/C][C]778.006062405979[/C][C]-22.4060624059791[/C][/ROW]
[ROW][C]352[/C][C]656.8[/C][C]718.604184623443[/C][C]-61.8041846234431[/C][/ROW]
[ROW][C]353[/C][C]615.1[/C][C]645.968578939569[/C][C]-30.8685789395691[/C][/ROW]
[ROW][C]354[/C][C]745.3[/C][C]734.36553119833[/C][C]10.9344688016701[/C][/ROW]
[ROW][C]355[/C][C]694.1[/C][C]704.226286331919[/C][C]-10.1262863319188[/C][/ROW]
[ROW][C]356[/C][C]675.7[/C][C]643.774237418455[/C][C]31.9257625815451[/C][/ROW]
[ROW][C]357[/C][C]643.7[/C][C]653.907648081476[/C][C]-10.207648081476[/C][/ROW]
[ROW][C]358[/C][C]622.1[/C][C]623.190251191307[/C][C]-1.09025119130649[/C][/ROW]
[ROW][C]359[/C][C]634.6[/C][C]642.901356733155[/C][C]-8.30135673315465[/C][/ROW]
[ROW][C]360[/C][C]588[/C][C]633.956006137359[/C][C]-45.9560061373586[/C][/ROW]
[ROW][C]361[/C][C]689.7[/C][C]676.175328143525[/C][C]13.524671856475[/C][/ROW]
[ROW][C]362[/C][C]673.9[/C][C]674.920698593797[/C][C]-1.02069859379719[/C][/ROW]
[ROW][C]363[/C][C]647.9[/C][C]629.390155815898[/C][C]18.5098441841016[/C][/ROW]
[ROW][C]364[/C][C]568.8[/C][C]593.584269672457[/C][C]-24.7842696724567[/C][/ROW]
[ROW][C]365[/C][C]545.7[/C][C]553.460453189644[/C][C]-7.7604531896435[/C][/ROW]
[ROW][C]366[/C][C]632.6[/C][C]665.417236164432[/C][C]-32.8172361644323[/C][/ROW]
[ROW][C]367[/C][C]643.8[/C][C]589.76127362836[/C][C]54.0387263716397[/C][/ROW]
[ROW][C]368[/C][C]593.1[/C][C]589.472682854481[/C][C]3.62731714551876[/C][/ROW]
[ROW][C]369[/C][C]579.7[/C][C]566.674582306774[/C][C]13.0254176932259[/C][/ROW]
[ROW][C]370[/C][C]546[/C][C]555.993761806176[/C][C]-9.99376180617594[/C][/ROW]
[ROW][C]371[/C][C]562.9[/C][C]565.266689948432[/C][C]-2.36668994843183[/C][/ROW]
[ROW][C]372[/C][C]572.5[/C][C]554.717760847408[/C][C]17.7822391525916[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147410&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147410&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
13299.5239.39449786324860.105502136752
14347.4339.492687410767.90731258923984
15338.3339.929491887117-1.62949188711656
16327.7329.223957559453-1.52395755945292
17351.6353.166427606607-1.56642760660714
18396.6400.389554566439-3.78955456643905
19438.8384.59954292544154.2004570745594
20395.6427.763510672228-32.163510672228
21363.5393.902014378512-30.4020143785124
22378.8345.0763539586633.7236460413396
23357410.295571899351-53.2955718993513
24369383.104598762056-14.1045987620564
25464.8456.9763496283527.8236503716484
26479.1502.592157461922-23.4921574619219
27431.3470.502849795568-39.2028497955684
28366.5420.938726552733-54.4387265527326
29326.3389.460118106078-63.1601181060779
30355.1369.585513312159-14.4855133121591
31331.6338.228558771605-6.62855877160479
32261.3298.551050153253-37.2510501532529
33249241.8295371107527.1704628892478
34205.5217.967581386671-12.4675813866706
35235.6211.95733168453423.6426683154655
36240.9241.988791886468-1.08879188646765
37264.9316.562325993359-51.6623259933595
38253.8289.312251522339-35.5122515223391
39232.3226.5697412314595.73025876854075
40193.8198.202113954408-4.40211395440818
41177196.401440515567-19.4014405155671
42213.2211.679362402561.52063759743996
43207.2186.89836567156120.3016343284389
44180.6159.47044742172321.129552578277
45188.6156.30095820607232.2990417939276
46175.4149.99447971845825.4055202815422
47199182.75018236709116.2498176329088
48179.6203.617154073345-24.0171540733448
49225.8250.581620945864-24.781620945864
50234249.622858322182-15.6228583221823
51200.2211.964952702787-11.7649527027866
52183.6168.214385528115.3856144719
53178.2183.631603723916-5.43160372391608
54203.2217.078589038259-13.8785890382595
55208.5183.95588261147924.544117388521
56191.8162.80003652860428.9999634713959
57172.8170.976618453961.82338154604028
58148138.5919296298139.40807037018729
59159.4156.372335669963.0276643300401
60154.5159.424275934007-4.92427593400748
61213.2223.114609211206-9.91460921120594
62196.4237.594180801579-41.1941808015789
63182.8178.2627997603224.53720023967833
64176.4153.12978183564223.2702181643578
65153.6173.674935132261-20.0749351322614
66173.2193.709042121908-20.5090421219084
67171160.24037388481210.7596261151881
68151.2126.93052816102824.2694718389715
69161.9125.97343500233335.9265649976671
70157.2124.88167557348832.3183244265116
71201.7163.82707632672537.8729236732753
72236.4200.28973145666636.110268543334
73356.1305.73241363323950.3675863667614
74398.3378.62546212399719.6745378760027
75403.7392.93037829375910.7696217062409
76384.6391.087800001011-6.48780000101078
77365.8393.366236037297-27.5662360372971
78368.1419.833367569902-51.7333675699016
79367.9374.892290362595-6.99229036259482
80347338.0537741138938.94622588610662
81343.3334.419812173438.88018782656985
82292.9316.710509488053-23.8105094880528
83311.5311.77886280598-0.278862805980452
84300.9316.353298389022-15.4532983890225
85366.9377.367075471289-10.4670754712892
86356.9387.667386022289-30.7673860222894
87329.7348.17316030028-18.4731603002799
88316.2307.7085006900418.4914993099589
89269309.768910811548-40.7689108115476
90289.3310.533091409789-21.2330914097892
91266.2289.081542105605-22.8815421056054
92253.6230.81166774214522.7883322578549
93233.8229.9125323951323.8874676048685
94228.4193.84288977485734.5571102251435
95253.6236.61385954398516.9861404560152
96260.1249.22293544593210.8770645540677
97306.6330.573069195611-23.9730691956107
98309.2322.565480154246-13.3654801542456
99309.5297.01456138709812.4854386129019
100271286.173816735981-15.1738167359812
101279.9258.68681702115321.2131829788474
102317.9317.1145787306180.785421269381686
103298.4317.408182699643-19.0081826996427
104246.7272.208856180446-25.5088561804462
105227.3227.393813157527-0.0938131575273076
106209.1192.21164188139416.8883581186062
107259.9216.19113515040643.7088648495944
108266251.45795582630314.5420441736967
109320.6331.840111835229-11.2401118352288
110308.5337.869195516856-29.369195516856
111282.2302.79868563497-20.5986856349696
112262.7258.1226023264024.57739767359834
113263.5252.47023978887811.0297602111219
114313.1298.36331492353414.7366850764665
115284.3307.831866174972-23.5318661749717
116252.6257.521531948129-4.9215319481286
117250.3234.97337077229215.3266292277083
118246.5217.41073864867329.0892613513275
119312.7258.40540905845954.2945909415409
120333.2302.08322849754431.1167715024562
121446.4397.55149551405648.8485044859444
122511.6460.94521116663450.654788833366
123515.5509.2404135231626.25958647683836
124506.4506.2740724245970.125927575402955
125483.2512.512377188494-29.3123771884942
126522.3536.512774692799-14.2127746927988
127509.8526.121899968486-16.3218999684856
128460.7495.489232971948-34.789232971948
129405.8459.098800682688-53.2988006826882
130375389.123472139655-14.1234721396549
131378.5398.404078112993-19.9040781129926
132406.8372.2161899988434.5838100011602
133467.8470.525432412876-2.72543241287559
134469.8483.954123473307-14.1541234733069
135429.8460.286335606016-30.486335606016
136355.8412.522391646774-56.7223916467743
137332.7349.797567198493-17.0975671984926
138378371.2181956989476.78180430105317
139360.5364.699191314884-4.19919131488405
140334.7328.7818508091065.91814919089416
141319.5314.2439783903945.25602160960568
142323.1293.3024657865729.7975342134303
143363.6335.50093976778128.0990602322186
144352.1357.280180836375-5.18018083637537
145411.9412.695121167536-0.79512116753557
146388.6422.818142247419-34.2181422474189
147416.4374.9838357368441.4161642631602
148360.7385.233730369838-24.5337303698377
149338357.730557989374-19.7305579893737
150417.2382.0719224162535.1280775837498
151388.4401.976465130286-13.5764651302858
152371.1362.4519171334018.64808286659905
153331.5353.362534337185-21.8625343371847
154353.7314.0554130273239.6445869726801
155396.7366.57323390523230.126766094768
156447387.63308786344359.3669121365568
157533.5505.44674899560128.0532510043992
158565.4543.80544343759721.5945565624032
159542.3566.284953845716-23.9849538457161
160488.7518.6091507996-29.9091507996002
161467.1494.376039391581-27.2760393915808
162531.3526.6970884566814.60291154331867
163496.1518.307181163606-22.2071811636062
164444478.743739592729-34.7437395927293
165403.4429.564702208668-26.164702208668
166386.3396.442329515034-10.1423295150339
167394.1402.898035530533-8.7980355305329
168404.1390.21557417592313.8844258240767
169462.1457.23088405414.8691159459002
170448.1465.976809417731-17.876809417731
171432.3436.830999113449-4.53099911344901
172386.3394.975883254873-8.67588325487282
173395.2380.64693002769714.5530699723026
174421.9447.344493179185-25.4444931791852
175382.9401.403746337658-18.5037463376585
176384.2355.53106048657828.6689395134222
177345.5358.342768894592-12.8427688945918
178323.4336.07393586308-12.6739358630805
179372.6337.53442842987335.065571570127
180376365.5080889256810.4919110743198
181462.7427.90017818521434.7998218147857
182487460.61742294147526.382577058525
183444.2475.650295578904-31.4502955789035
184399.3412.650010123354-13.3500101233535
185394.9399.846762703069-4.9467627030694
186455.4445.18523678711210.2147632128879
187414434.151738608339-20.1517386083392
188375.5396.700384154198-21.2003841541979
189347350.841962139076-3.84196213907563
190339.4336.9228191706172.4771808293832
191385.8359.6824880230926.1175119769102
192378.8377.4937989241061.30620107589419
193451.8435.82365094062115.9763490593787
194446.1450.391690398511-4.29169039851109
195422.5428.182394150982-5.68239415098157
196383.1388.765764693691-5.66576469369073
197352.8383.132498938447-30.3324989384468
198445.3406.57026663676538.7297333632347
199367.5415.337997290186-47.8379972901856
200355.1351.7780598017133.32194019828705
201326.2328.814714534771-2.61471453477117
202319.8316.3005086802183.49949131978224
203331.8342.79473505466-10.99473505466
204340.9322.39431225761618.5056877423835
205394.1395.827214314571-1.72721431457074
206417.2389.46549335054827.7345066494522
207369.9393.7435940791-23.8435940791005
208349.2336.74328649326112.4567135067388
209321.4342.370587319692-20.9705873196923
210405.7383.34495918672422.3550408132764
211342.9364.569053506195-21.6690535061952
212316.5331.084150283873-14.5841502838733
213284.2291.148261888215-6.94826188821537
214270.9274.744300734944-3.84430073494423
215288.8291.392175220431-2.59217522043133
216278.8281.406079633926-2.60607963392647
217324.4331.548573088639-7.14857308863895
218310.9322.033931876022-11.133931876022
219299280.53620945195818.4637905480419
220273262.56839385803410.431606141966
221279.3259.18860509352820.1113949064721
222359.2341.61418287413417.5858171258657
223305312.287709889263-7.28770988926328
224282.1292.819794800918-10.7197948009182
225250.3258.189017955924-7.88901795592398
226246.5242.2637795270774.23622047292315
227257.9267.392926941991-9.49292694199141
228266.5252.40100018441814.0989998155823
229315.9318.240445580034-2.34044558003382
230318.4314.5861962459873.81380375401346
231295.4293.3416064871822.05839351281759
232266.4262.347002142984.05299785701965
233245.8256.644862137147-10.8448621371472
234362.8311.94698767561850.8530123243824
235324.9309.63540494848115.2645950515192
236294.2312.431512532702-18.2315125327016
237289.5274.64229006875414.8577099312456
238295.2284.30824957791110.8917504220894
239290.3317.984531433371-27.6845314333713
240272294.296902373431-22.2969023734306
241307.4327.848256250694-20.4482562506938
242328.7309.65021558838919.0497844116109
243292.9302.360636400304-9.46063640030428
244249.1262.132621337362-13.0326213373624
245230.4238.94900594119-8.54900594119025
246361.5304.3590549531557.1409450468503
247321.7302.27585778785319.4241422121466
248277.2304.030983001457-26.8309830014574
249260.7263.075789422776-2.3757894227756
250251255.841984245506-4.84198424550567
251257.6268.030343313095-10.4303433130954
252241.8258.48559727085-16.6855972708498
253287.5296.03538924668-8.53538924668038
254292.3293.311460964076-1.01146096407632
255274.7263.16967956427711.5303204357228
256254.2240.20475181102713.9952481889726
257230242.322825473096-12.3228254730956
258339314.95794196669824.0420580333023
259318.2278.23294040031239.9670595996876
260287291.531480962199-4.53148096219905
261295.8275.00936559526720.7906344047328
262284290.631809056548-6.63180905654775
263271303.683088525327-32.6830885253266
264262.7275.913953207471-13.213953207471
265340.6319.58936998492221.010630015078
266379.4347.18028410871732.2197158912832
267373.3353.33766049524419.9623395047558
268355.2344.48298556249610.717014437504
269338.4346.387055178661-7.98705517866148
270466.9434.45740781397832.4425921860222
271451414.31319374295936.6868062570415
272422425.434985112541-3.43498511254069
273429.2420.4042296438898.79577035611146
274425.9428.077042793122-2.17704279312193
275460.7447.78665426951212.9133457304876
276463.6471.331531394263-7.73153139426262
277541.4534.2869271766137.11307282338691
278544.2560.382569088665-16.1825690886645
279517.5529.02007059113-11.5200705911302
280469.4495.605387268543-26.2053872685433
281439.4464.597282316297-25.1972823162968
282549543.9290551355775.07094486442315
283533499.478722234233.5212777657998
284506.1500.6368993951085.46310060489179
285484503.948599258886-19.9485992588855
286457482.529699094897-25.5296990948971
287481.5479.9683989844391.53160101556125
288469.5485.767856568259-16.2678565682593
289544.7537.8807614233396.81923857666152
290541.2554.821948325974-13.6219483259738
291521.5520.8594981550890.640501844911341
292469.7491.138419523182-21.4384195231822
293434.4459.986377618638-25.586377618638
294542.6538.843009599193.7569904008102
295517.3492.78335613909224.5166438609077
296485.7477.1905023343618.50949766563929
297465.8474.670562774211-8.87056277421073
298447457.818104143248-10.8181041432475
299426.6468.47914872836-41.8791487283603
300411.6428.489160341722-16.8891603417221
301467.5477.294453731101-9.7944537311007
302484.5469.9999976768414.5000023231601
303451.2456.91068802221-5.71068802221049
304417.4412.9228295510584.47717044894171
305379.9399.397295919868-19.4972959198679
306484.7483.9538120658540.746187934146235
307455434.37559840498420.6244015950161
308420.8409.07884621887211.721153781128
309416.5402.96849497445113.5315050255488
310376.3402.609844364408-26.3098443644078
311405.6392.12384130082213.4761586991783
312405.8403.265989317782.53401068221967
313500.8471.04691955405529.7530804459454
314514504.9530388555949.04696114440645
315475.5487.787076964122-12.2870769641224
316430.1442.623129418822-12.5231294188225
317414.4413.0724918327991.32750816720085
318538521.65294278661616.3470572133843
319526492.55057594979933.4494240502012
320488.5482.1042231066186.3957768933821
321520.2476.42274265980443.7772573401958
322504.4503.1043187927441.29568120725634
323568.5530.36456847970938.135431520291
324610.6571.1405202629339.4594797370704
325818686.816402393432131.183597606568
326830.9823.7244543835537.17554561644727
327835.9820.60737393256915.2926260674313
328782819.518684587333-37.518684587333
329762.3789.273262898023-26.9732628980232
330856.9892.68605183573-35.7860518357298
331820.9834.923070258653-14.0230702586531
332769.6790.581771362855-20.9817713628547
333752.2775.608807568446-23.408807568446
334724.4743.277586017291-18.8775860172912
335723.1761.808702989773-38.7087029897725
336719.5735.283276729274-15.7832767292745
337817.4811.4436843282845.95631567171586
338803.3810.358043321368-7.05804332136836
339752.5782.314249740775-29.8142497407749
340689718.324599906623-29.324599906623
341630.4680.416753181498-50.0167531814978
342765.5745.13937646478720.3606235352129
343757.7724.59346743089633.1065325691039
344732.2708.67000900014623.5299909998541
345702.6723.332569468268-20.7325694682683
346683.3685.84691080969-2.54691080969042
347709.5708.5586701268980.941329873102063
348702.2714.791330063735-12.5913300637351
349784.8792.424749328047-7.62474932804685
350810.9772.64253303650238.2574669634984
351755.6778.006062405979-22.4060624059791
352656.8718.604184623443-61.8041846234431
353615.1645.968578939569-30.8685789395691
354745.3734.3655311983310.9344688016701
355694.1704.226286331919-10.1262863319188
356675.7643.77423741845531.9257625815451
357643.7653.907648081476-10.207648081476
358622.1623.190251191307-1.09025119130649
359634.6642.901356733155-8.30135673315465
360588633.956006137359-45.9560061373586
361689.7676.17532814352513.524671856475
362673.9674.920698593797-1.02069859379719
363647.9629.39015581589818.5098441841016
364568.8593.584269672457-24.7842696724567
365545.7553.460453189644-7.7604531896435
366632.6665.417236164432-32.8172361644323
367643.8589.7612736283654.0387263716397
368593.1589.4726828544813.62731714551876
369579.7566.67458230677413.0254176932259
370546555.993761806176-9.99376180617594
371562.9565.266689948432-2.36668994843183
372572.5554.71776084740817.7822391525916






Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
373662.728972325122615.085067232269710.372877417976
374649.600121689968584.775717000743714.424526379192
375609.557625618138529.496678783849689.618572452426
376552.432638033037458.034949763668646.830326302406
377538.25734516109429.979761907953646.534928414227
378656.101153149194534.16913838009778.033167918297
379625.712929861649490.216089728115761.209769995183
380573.299258922841424.241236727684722.357281117998
381549.881308357228387.208496635773712.554120078683
382525.11132770177348.730576688226701.492078715314
383545.023966161257354.814088633884735.233843688631
384540.477228178204336.296781562896744.657674793513

\begin{tabular}{lllllllll}
\hline
Extrapolation Forecasts of Exponential Smoothing \tabularnewline
t & Forecast & 95% Lower Bound & 95% Upper Bound \tabularnewline
373 & 662.728972325122 & 615.085067232269 & 710.372877417976 \tabularnewline
374 & 649.600121689968 & 584.775717000743 & 714.424526379192 \tabularnewline
375 & 609.557625618138 & 529.496678783849 & 689.618572452426 \tabularnewline
376 & 552.432638033037 & 458.034949763668 & 646.830326302406 \tabularnewline
377 & 538.25734516109 & 429.979761907953 & 646.534928414227 \tabularnewline
378 & 656.101153149194 & 534.16913838009 & 778.033167918297 \tabularnewline
379 & 625.712929861649 & 490.216089728115 & 761.209769995183 \tabularnewline
380 & 573.299258922841 & 424.241236727684 & 722.357281117998 \tabularnewline
381 & 549.881308357228 & 387.208496635773 & 712.554120078683 \tabularnewline
382 & 525.11132770177 & 348.730576688226 & 701.492078715314 \tabularnewline
383 & 545.023966161257 & 354.814088633884 & 735.233843688631 \tabularnewline
384 & 540.477228178204 & 336.296781562896 & 744.657674793513 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147410&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]662.728972325122[/C][C]615.085067232269[/C][C]710.372877417976[/C][/ROW]
[ROW][C]374[/C][C]649.600121689968[/C][C]584.775717000743[/C][C]714.424526379192[/C][/ROW]
[ROW][C]375[/C][C]609.557625618138[/C][C]529.496678783849[/C][C]689.618572452426[/C][/ROW]
[ROW][C]376[/C][C]552.432638033037[/C][C]458.034949763668[/C][C]646.830326302406[/C][/ROW]
[ROW][C]377[/C][C]538.25734516109[/C][C]429.979761907953[/C][C]646.534928414227[/C][/ROW]
[ROW][C]378[/C][C]656.101153149194[/C][C]534.16913838009[/C][C]778.033167918297[/C][/ROW]
[ROW][C]379[/C][C]625.712929861649[/C][C]490.216089728115[/C][C]761.209769995183[/C][/ROW]
[ROW][C]380[/C][C]573.299258922841[/C][C]424.241236727684[/C][C]722.357281117998[/C][/ROW]
[ROW][C]381[/C][C]549.881308357228[/C][C]387.208496635773[/C][C]712.554120078683[/C][/ROW]
[ROW][C]382[/C][C]525.11132770177[/C][C]348.730576688226[/C][C]701.492078715314[/C][/ROW]
[ROW][C]383[/C][C]545.023966161257[/C][C]354.814088633884[/C][C]735.233843688631[/C][/ROW]
[ROW][C]384[/C][C]540.477228178204[/C][C]336.296781562896[/C][C]744.657674793513[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147410&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147410&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
373662.728972325122615.085067232269710.372877417976
374649.600121689968584.775717000743714.424526379192
375609.557625618138529.496678783849689.618572452426
376552.432638033037458.034949763668646.830326302406
377538.25734516109429.979761907953646.534928414227
378656.101153149194534.16913838009778.033167918297
379625.712929861649490.216089728115761.209769995183
380573.299258922841424.241236727684722.357281117998
381549.881308357228387.208496635773712.554120078683
382525.11132770177348.730576688226701.492078715314
383545.023966161257354.814088633884735.233843688631
384540.477228178204336.296781562896744.657674793513


Figures (Output of Computation)

Input Parameters & R Code

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