Free Statistics

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Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_exponentialsmoothing.wasp
Title produced by softwareExponential Smoothing
Date of computationMon, 28 Nov 2011 14:21:30 -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/28/t1322508153fyitydiv2zzn19j.htm/, Retrieved Thu, 28 Mar 2024 11:20:30 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=147982, Retrieved Thu, 28 Mar 2024 11:20:30 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact124
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Exponential Smoothing] [HPC Retail Sales] [2008-03-10 17:43:04] [74be16979710d4c4e7c6647856088456]
- RM D  [Exponential Smoothing] [exponential Smoot...] [2011-11-28 17:38:17] [74be16979710d4c4e7c6647856088456]
- R PD      [Exponential Smoothing] [exponential Smoot...] [2011-11-28 19:21:30] [e7912d585babb6fa20e6bf5178c462ce] [Current]
-   P         [Exponential Smoothing] [werkloosheid in B...] [2011-11-28 19:24:52] [379dab8110dbf77cfcc4b7951c3a599f]
-   P           [Exponential Smoothing] [werkloosheid in B...] [2011-11-28 19:26:41] [379dab8110dbf77cfcc4b7951c3a599f]
-                 [Exponential Smoothing] [multiplicatief, t...] [2011-11-29 07:23:43] [379dab8110dbf77cfcc4b7951c3a599f]
-   P               [Exponential Smoothing] [additief triple] [2011-11-29 07:36:35] [74be16979710d4c4e7c6647856088456]
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Dataseries X:
235.1
280.7
264.6
240.7
201.4
240.8
241.1
223.8
206.1
174.7
203.3
220.5
299.5
347.4
338.3
327.7
351.6
396.6
438.8
395.6
363.5
378.8
357
369
464.8
479.1
431.3
366.5
326.3
355.1
331.6
261.3
249
205.5
235.6
240.9
264.9
253.8
232.3
193.8
177
213.2
207.2
180.6
188.6
175.4
199
179.6
225.8
234
200.2
183.6
178.2
203.2
208.5
191.8
172.8
148
159.4
154.5
213.2
196.4
182.8
176.4
153.6
173.2
171
151.2
161.9
157.2
201.7
236.4
356.1
398.3
403.7
384.6
365.8
368.1
367.9
347
343.3
292.9
311.5
300.9
366.9
356.9
329.7
316.2
269
289.3
266.2
253.6
233.8
228.4
253.6
260.1
306.6
309.2
309.5
271
279.9
317.9
298.4
246.7
227.3
209.1
259.9
266
320.6
308.5
282.2
262.7
263.5
313.1
284.3
252.6
250.3
246.5
312.7
333.2
446.4
511.6
515.5
506.4
483.2
522.3
509.8
460.7
405.8
375
378.5
406.8
467.8
469.8
429.8
355.8
332.7
378
360.5
334.7
319.5
323.1
363.6
352.1
411.9
388.6
416.4
360.7
338
417.2
388.4
371.1
331.5
353.7
396.7
447
533.5
565.4
542.3
488.7
467.1
531.3
496.1
444
403.4
386.3
394.1
404.1
462.1
448.1
432.3
386.3
395.2
421.9
382.9
384.2
345.5
323.4
372.6
376
462.7
487
444.2
399.3
394.9
455.4
414
375.5
347
339.4
385.8
378.8
451.8
446.1
422.5
383.1
352.8
445.3
367.5
355.1
326.2
319.8
331.8
340.9
394.1
417.2
369.9
349.2
321.4
405.7
342.9
316.5
284.2
270.9
288.8
278.8
324.4
310.9
299
273
279.3
359.2
305
282.1
250.3
246.5
257.9
266.5
315.9
318.4
295.4
266.4
245.8
362.8
324.9
294.2
289.5
295.2
290.3
272
307.4
328.7
292.9
249.1
230.4
361.5
321.7
277.2
260.7
251
257.6
241.8
287.5
292.3
274.7
254.2
230
339
318.2
287
295.8
284
271
262.7
340.6
379.4
373.3
355.2
338.4
466.9
451
422
429.2
425.9
460.7
463.6
541.4
544.2
517.5
469.4
439.4
549
533
506.1
484
457
481.5
469.5
544.7
541.2
521.5
469.7
434.4
542.6
517.3
485.7
465.8
447
426.6
411.6
467.5
484.5
451.2
417.4
379.9
484.7
455
420.8
416.5
376.3
405.6
405.8
500.8
514
475.5
430.1
414.4
538
526
488.5
520.2
504.4
568.5
610.6
818
830.9
835.9
782
762.3
856.9
820.9
769.6
752.2
724.4
723.1
719.5
817.4
803.3
752.5
689
630.4
765.5
757.7
732.2
702.6
683.3
709.5
702.2
784.8
810.9
755.6
656.8
615.1
745.3
694.1
675.7
643.7
622.1
634.6
588
689.7
673.9
647.9
568.8
545.7
632.6
643.8
593.1
579.7
546
562.9
572.5




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time4 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 & 4 seconds \tabularnewline
R Server & 'AstonUniversity' @ aston.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147982&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]4 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'AstonUniversity' @ aston.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147982&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147982&T=0

As an alternative you can also use a QR Code:  

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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time4 seconds
R Server'AstonUniversity' @ aston.wessa.net







Estimated Parameters of Exponential Smoothing
ParameterValue
alpha1
beta0.0439627190836867
gammaFALSE

\begin{tabular}{lllllllll}
\hline
Estimated Parameters of Exponential Smoothing \tabularnewline
Parameter & Value \tabularnewline
alpha & 1 \tabularnewline
beta & 0.0439627190836867 \tabularnewline
gamma & FALSE \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147982&T=1

[TABLE]
[ROW][C]Estimated Parameters of Exponential Smoothing[/C][/ROW]
[ROW][C]Parameter[/C][C]Value[/C][/ROW]
[ROW][C]alpha[/C][C]1[/C][/ROW]
[ROW][C]beta[/C][C]0.0439627190836867[/C][/ROW]
[ROW][C]gamma[/C][C]FALSE[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147982&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147982&T=1

As an alternative you can also use a QR Code:  

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

Estimated Parameters of Exponential Smoothing
ParameterValue
alpha1
beta0.0439627190836867
gammaFALSE







Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
3264.6326.3-61.6999999999999
4240.7307.487500232537-66.7875002325366
5201.4280.651340121512-79.2513401215118
6240.8237.8672357187442.93276428125586
7241.1277.39616801098-36.2961680109797
8223.8276.100489772899-52.3004897728986
9206.1256.501218033073-50.4012180330735
10174.7236.58544344321-61.8854434432099
11203.3202.4647910777470.8352089222534
12220.5231.101509132972-10.6015091329718
13299.5247.83543796509651.6645620349041
14347.4329.10675259241818.2932474075819
15338.3377.810973489326-39.5109734893259
16327.7366.973963661092-39.2739636610917
17351.6354.647373429356-3.04737342935618
18396.6378.41340260733818.1865973926617
19438.8424.212934879614.5870651203999
20395.6467.054221925744-71.4542219257436
21363.5420.712900039879-57.2129000398788
22378.8386.097665387463-7.29766538746253
23357401.076840174067-44.0768401740668
24369377.339102431398-8.3391024313977
25464.8388.97249281379675.827507186204
26479.1488.106076211039-9.00607621103939
27431.3502.010144612527-70.7101446125272
28366.5451.10153438856-84.6015343885598
29326.3382.582220898187-56.2822208981867
30355.1339.90790143143415.1920985685663
31331.6369.375787393095-37.7757873930953
32261.3344.215061063768-82.9150610637676
33249270.269889526414-21.2698895264144
34205.5257.034807348224-51.5348073482236
35235.6211.26919708974224.3308029102583
36240.9242.438845343166-1.53884534316597
37264.9247.67119351763117.2288064823688
38253.8272.428618697163-18.6286186971627
39232.3260.509653966462-28.2096539664622
40193.8237.769480873687-43.9694808736866
41177197.336462937781-20.3364629377812
42213.2179.64241673049233.5575832695082
43207.2217.317699336897-10.1176993368965
44180.6210.872897763175-30.2728977631754
45188.6182.9420188629645.65798113703627
46175.4191.190759098272-15.790759098272
47199177.29655439191721.7034456080835
48179.6201.850696874333-22.2506968743328
49225.8181.4724957382344.3275042617698
50234229.6212533557714.37874664422864
51200.2238.01375496443-37.8137549644302
52183.6202.55135947743-18.9513594774296
53178.2185.118206184469-6.9182061844694
54203.2179.41406302941923.7859369705814
55208.5205.4597574945983.04024250540152
56191.8210.89341482181-19.0934148218097
57172.8193.35401638965-20.5540163896502
58148173.450405941071-25.4504059410706
59159.4147.53153689411711.8684631058825
60154.5159.453306803596-4.95330680359649
61213.2154.33554596805558.8644540319453
62196.4215.623387424676-19.2233874246756
63182.8197.978275043488-15.1782750434878
64176.4183.710996801576-7.31099680157598
65153.6176.989585502967-23.3895855029666
66173.2153.16131572601620.0386842739842
67171173.64227077356-2.64227077355963
68151.2171.326109365799-20.1261093657986
69161.9150.64131087350211.2586891264976
70157.2161.836273460821-4.63627346082123
71201.7156.93245027306844.767549726932
72236.4203.40055348577832.999446514222
73356.1239.5512988828116.5487011172
74398.3364.37509668958433.924903310416
75403.7408.066527683761-4.36652768376103
76384.6413.274563253829-28.6745632538286
77365.8392.913951484653-27.1139514846532
78368.1372.921948452285-4.82194845228469
79367.9375.009962487041-7.10996248704095
80347374.497389203528-27.4973892035275
81343.3352.388529206438-9.08852920643807
82292.9348.288972750052-55.3889727500516
83311.5295.45392290070716.046077099293
84300.9314.759352080618-13.8593520806185
85366.9303.55005727841663.3499427215837
86356.9372.335093014253-15.435093014253
87329.7361.656524356037-31.9565243560368
88316.2333.051628652881-16.8516286528813
89269318.810785236312-49.8107852363121
90289.3269.4209676776319.8790323223698
91266.2290.594903991274-24.3949039912741
92253.6266.422437680032-12.8224376800323
93233.8253.258728454337-19.4587284543369
94228.4232.603269841573-4.20326984157316
95253.6227.01848267029526.5815173297048
96260.1253.3870784494796.71292155052092
97306.6260.18219673383546.4178032661645
98309.2308.7228495793080.477150420692283
99309.5311.343826409213-1.84382640921325
100271311.562766786746-40.562766786746
101279.9271.2795172652438.62048273475682
102317.9280.55849712607737.341502873923
103298.4320.200131127086-21.800131127086
104246.7299.741738086358-53.0417380863584
105227.3245.709879055157-18.4098790551573
106209.1225.500530713891-16.4005307138908
107259.9206.57951878929353.3204812107074
108266259.7236321261666.27636787383409
109320.6266.09955832386954.5004416761308
110308.5323.095545931214-14.5955459312138
111282.2310.353886045567-28.1538860455668
112262.7282.816164662231-20.1161646622314
113263.5262.4318033661451.06819663385545
114313.1263.27876419468549.8212358053152
115284.3315.069041188796-30.7690411887961
116252.6284.916350474539-32.3163504745386
117250.3251.795635836817-1.49563583681649
118246.5249.429883618671-2.92988361867106
119312.7245.50107796819667.1989220318045
120333.2314.65532530020618.5446746997937
121446.4335.970599624532110.429400375468
122511.6454.02537633181857.5746236681817
123515.5521.756513338492-6.25651333849169
124506.4525.381460000148-18.9814600001482
125483.2515.446983406363-32.2469834063634
126522.3490.82931833357331.4706816664268
127509.8531.312855071046-21.5128550710463
128460.7517.86709146687-57.16709146687
129405.8466.253870683881-60.4538706838805
130375408.696154149484-33.6961541494836
131378.5376.4147795904092.08522040959082
132406.8380.00645154950426.7935484504964
133467.8409.48436879328858.315631206712
134469.8473.048082506216-3.24808250621646
135429.8474.905287967435-45.1052879674351
136355.8432.922336863334-77.122336863334
137332.7355.531829232734-22.8318292327338
138378331.42807993800846.5719200619917
139360.5378.775508176882-18.2755081768816
140334.7360.47206714479-25.7720671447897
141319.5333.539056996697-14.0390569966974
142323.1317.7218618777525.37813812224829
143363.6321.55829945321342.0417005467866
144352.1363.906566924152-11.8065669241523
145411.9351.88751813912360.012481860877
146388.6414.325830020688-25.7258300206876
147416.4389.89485258229326.5051474177066
148360.7418.86009093249-58.1600909324898
149338360.603215192943-22.603215192943
150417.2336.90951639302880.2904836069724
151388.4419.639304368934-31.2393043689343
152371.1389.465939606593-18.365939606593
153331.5371.35852296296-39.8585229629604
154353.7330.00623391484923.6937660851509
155396.7353.24787629728543.4521237027148
156447398.15814980521748.8418501947828
157533.5450.60537034485882.894629655142
158565.4540.74964366193324.6503563380668
159542.3573.733340352936-31.4333403529364
160488.7549.251445241138-60.5514452411383
161467.1492.989439063891-25.889439063891
162531.3470.25126892709161.048731072909
163496.1537.135137141665-41.0351371416647
164444500.131120934945-56.1311209349452
165403.4445.56344423343-42.1634442334297
166386.3403.109824578995-16.8098245789947
167394.1385.2708189831828.82918101681764
168404.1393.45897378796410.6410262120363
169462.1403.92678223408658.1732177659143
170448.1464.484235064923-16.3842350649227
171432.3449.763939541362-17.4639395413624
172386.3433.196177273211-46.896177273211
173395.2385.1344938056510.06550619435
174421.9394.47700082690727.4229991730926
175382.9422.382590435986-39.4825904359862
176384.2381.6468284039532.55317159604732
177345.5383.059072769602-37.5590727696022
178323.4342.707873804388-19.3078738043884
179372.6319.75904717222352.8409528277772
180376371.2820791375054.71792086249525
181462.7374.88949176704287.8105082329583
182487465.44988047308321.5501195269171
183444.2490.697282324065-46.4972823240647
184399.3445.853135363097-46.5531353630969
185394.9398.906532950664-4.00653295066434
186455.4394.33039486805561.0696051319453
187414457.515180763022-43.515180763022
188375.5414.202135095261-38.7021350952615
189347374.00068400213-27.0006840021296
190339.4344.313660516277-4.91366051627665
191385.8336.49764263932749.3023573606731
192378.8385.065108326138-6.26510832613775
193451.8377.78967712876774.0103228712331
194446.1454.043372162448-7.94337216244782
195422.5447.994159923493-25.494159923493
196383.1423.273367332502-40.1733673325019
197352.8382.107236869817-29.3072368698174
198445.3350.51881104819194.7811889518095
199367.5447.185649832497-79.6856498324967
200355.1365.88245199391-10.7824519939096
201326.2353.008426085868-26.8084260858681
202319.8322.929854780779-3.12985478077923
203331.8316.39225785427915.4077421457209
204340.9329.06962409394511.8303759060547
205394.1338.68971958655855.4102804134424
206417.2394.32570617872222.8742938212779
207369.9418.431322332225-48.5313223322246
208349.2368.997753441773-19.7977534417732
209321.4347.427390368724-26.0273903687245
210405.7318.48315551746387.2168444825372
211342.9406.617445150814-63.7174451508141
212316.5341.016253008919-24.5162530089186
213284.2313.538451864903-29.338451864903
214270.9279.948653747216-9.04865374721601
215288.8266.25085032444222.5491496755585
216278.8285.142172257204-6.3421722572042
217324.4274.8633531198849.5366468801196
218310.9322.641118811019-11.7411188110189
219299308.624947303002-9.62494730300182
220273296.301808448525-23.3018084485247
221279.3269.2773975895610.0226024104397
222359.2276.01801844381883.181981556182
223305359.574924531797-54.5749245317968
224282.1302.975662455592-20.875662455592
225250.3279.157911571371-28.8579115713709
226246.5246.0892393116170.410760688383107
227257.9242.30729746837115.5927025316291
228266.5254.39279506952412.1072049304756
229315.9263.52506071877252.3749392812284
230318.4315.2276054614173.17239453858269
231295.4317.86707255134-22.4670725513396
232266.4293.879358952132-27.4793589521323
233245.8263.67129161392-17.8712916139199
234362.8242.285621041035120.514378958965
235324.9364.583760828752-39.6837608287525
236294.2324.939154799254-30.7391547992538
237289.5292.887777971944-3.38777797194427
238295.2288.0388420406467.16115795935423
239290.3294.053666016327-3.75366601632675
240272288.988644651717-16.988644651717
241307.4269.94177763928137.458222360719
242328.7306.988542946321.7114570537004
243292.9329.243037633649-36.3430376336489
244249.1291.845298879513-42.7452988795129
245230.4246.166099312725-15.7660993127247
246361.5226.772978717594134.727021282406
247321.7363.795944907214-42.0959449072142
248277.2322.145292706696-44.945292706696
249260.7275.669375429297-14.9693754292974
250251258.511280982441-7.51128098244095
251257.6248.4810646466519.11893535334872
252241.8255.481957839933-13.6819578399329
253287.5239.08046177090148.4195382290989
254292.3286.9091163282295.39088367177123
255274.7291.946114232704-17.2461142327037
256254.2273.587928157406-19.3879281574061
257230252.235582118207-22.2355821182074
258339227.058045467882111.941954532118
259318.2340.979318168657-22.7793181686567
260287319.17787740309-32.1778774030901
261295.8286.5632504181099.23674958189122
262284295.769323045224-11.7693230452238
263271283.451911602381-12.4519116023815
264262.7269.904491710551-7.20449171055111
265340.6261.28776266533979.3122373346607
266379.4342.67454427518236.7254557248182
267373.3383.089095168432-9.78909516843225
268355.2376.558739927459-21.3587399274591
269338.4357.519751644047-19.1197516440466
270466.9339.87919537357127.02080462643
271451473.963375325145-22.9633753251451
272422457.053842906513-35.0538429065126
273429.2426.512780658012.6872193419901
274425.9433.830918127058-7.93091812705802
275460.7430.18225340136230.5177465986376
276463.6466.323896522146-2.72389652214548
277541.4469.10414662452972.2958533754706
278544.2550.082468917391-5.8824689173905
279517.5552.623859588857-35.1238595888569
280469.4524.379719216617-54.9797192166171
281439.4473.862661265397-34.4626612653969
282549442.34758896931106.65241103069
283533556.63631895505-23.6363189550501
284506.1539.597202104657-33.4972021046568
285484511.22457401844-27.2245740184404
286457487.927707718695-30.9277077186946
287481.5459.56804159235521.9319584076447
288469.5485.032230118786-15.5322301187857
289544.7472.3493910493372.3506089506697
290541.2550.730120546162-9.53012054616227
291521.5546.811150533758-25.3111505337578
292469.7525.998403533157-56.2984035331572
293434.4471.723372633769-37.323372633769
294542.6434.782535687415107.817464312585
295517.3547.722484583304-30.4224845833045
296485.7521.085029439741-35.3850294397408
297465.8487.929407330714-22.1294073307135
298447467.056538412745-20.0565384127449
299426.6447.374798448714-20.7747984487142
300411.6426.061481820493-14.4614818204932
301467.5410.42571575768557.074284242315
302484.5468.83485648273215.6651435172676
303451.2486.523538786588-35.3235387865877
304417.4451.670619973871-34.2706199738712
305379.9416.363990335136-36.4639903351361
306484.7377.260934171362107.439065828638
307455486.784247641-31.7842476410004
308420.8455.686925690673-34.8869256906727
309416.5419.95320157684-3.45320157684023
310376.3415.501389445978-39.2013894459782
311405.6373.57798977407532.0220102259255
312405.8404.2857644141321.51423558586816
313500.8404.5523343278296.2476656721801
314514503.78364341622710.2163565837735
315475.5517.432782230778-41.9327822307778
316430.1477.089303105169-46.9893031051686
317414.4429.623525572818-15.2235255728179
318538413.254257994597124.745742005403
319526542.338420007266-16.3384200072663
320488.5529.620138638216-41.1201386382156
321520.2490.31238553458129.8876144654186
322504.4523.326326333406-18.9263263334063
323568.5506.69427356552461.8057264344755
324610.6573.51142135452737.0885786454735
325818617.241936118731200.758063881269
326830.9833.467806484928-2.56780648492781
327835.9846.25491872977-10.3549187297697
328782850.799688346518-68.7996883465183
329762.3793.875066974695-31.5750669746952
330856.9772.78694117523884.113058824762
331820.9871.08477995162-50.1847799516207
332769.6832.878520568331-63.2785205683309
333752.2778.796624744554-26.5966247445541
334724.4760.227364802335-35.8273648023352
335723.1730.852296428021-7.75229642802117
336719.5729.211484397903-9.71148439790272
337817.4725.18454113743292.2154588625679
338803.3827.13858345058-23.8385834505805
339752.5811.99057450299-59.4905745029895
340689758.575207087987-69.5752070879875
341630.4692.016491803589-61.6164918035889
342765.5630.707663283505134.792336716495
343757.7771.733500917206-14.0335009172064
344732.2763.316550058623-31.1165500586227
345702.6736.448581909542-33.848581909542
346683.3705.360506211672-22.0605062116716
347709.5685.09066637424424.4093336257561
348702.2712.363767051453-10.163767051453
349784.8704.61694021573880.1830597842619
350810.9790.74200554830420.157994451696
351755.6817.728205795674-62.1282057956744
352656.8759.696880937106-102.896880937106
353615.1656.37325426588-41.27325426588
354745.3612.85876978292132.44123021708
355694.1748.881246382051-54.781246382051
356675.7695.272913836303-19.5729138363027
357643.7676.012435323668-32.3124353236682
358622.1642.591892806624-20.4918928066239
359634.6620.09101347967314.5089865203267
360588633.228867978255-45.2288679782555
361689.7584.640483960854105.059516039146
362673.9690.959185951551-17.0591859515513
363647.9674.409217751767-26.5092177517669
364568.8647.243800458618-78.4438004586176
365545.7564.695197695199-18.9951976951986
366632.6540.76011715498691.8398828450145
367643.8631.6976481251812.1023518748203
368593.1643.429700420904-50.3297004209041
369579.7590.517069939734-10.8170699397339
370546576.641522132665-30.6415221326649
371562.9541.5944375028521.30556249715
372572.5559.43108796183213.0689120381679

\begin{tabular}{lllllllll}
\hline
Interpolation Forecasts of Exponential Smoothing \tabularnewline
t & Observed & Fitted & Residuals \tabularnewline
3 & 264.6 & 326.3 & -61.6999999999999 \tabularnewline
4 & 240.7 & 307.487500232537 & -66.7875002325366 \tabularnewline
5 & 201.4 & 280.651340121512 & -79.2513401215118 \tabularnewline
6 & 240.8 & 237.867235718744 & 2.93276428125586 \tabularnewline
7 & 241.1 & 277.39616801098 & -36.2961680109797 \tabularnewline
8 & 223.8 & 276.100489772899 & -52.3004897728986 \tabularnewline
9 & 206.1 & 256.501218033073 & -50.4012180330735 \tabularnewline
10 & 174.7 & 236.58544344321 & -61.8854434432099 \tabularnewline
11 & 203.3 & 202.464791077747 & 0.8352089222534 \tabularnewline
12 & 220.5 & 231.101509132972 & -10.6015091329718 \tabularnewline
13 & 299.5 & 247.835437965096 & 51.6645620349041 \tabularnewline
14 & 347.4 & 329.106752592418 & 18.2932474075819 \tabularnewline
15 & 338.3 & 377.810973489326 & -39.5109734893259 \tabularnewline
16 & 327.7 & 366.973963661092 & -39.2739636610917 \tabularnewline
17 & 351.6 & 354.647373429356 & -3.04737342935618 \tabularnewline
18 & 396.6 & 378.413402607338 & 18.1865973926617 \tabularnewline
19 & 438.8 & 424.2129348796 & 14.5870651203999 \tabularnewline
20 & 395.6 & 467.054221925744 & -71.4542219257436 \tabularnewline
21 & 363.5 & 420.712900039879 & -57.2129000398788 \tabularnewline
22 & 378.8 & 386.097665387463 & -7.29766538746253 \tabularnewline
23 & 357 & 401.076840174067 & -44.0768401740668 \tabularnewline
24 & 369 & 377.339102431398 & -8.3391024313977 \tabularnewline
25 & 464.8 & 388.972492813796 & 75.827507186204 \tabularnewline
26 & 479.1 & 488.106076211039 & -9.00607621103939 \tabularnewline
27 & 431.3 & 502.010144612527 & -70.7101446125272 \tabularnewline
28 & 366.5 & 451.10153438856 & -84.6015343885598 \tabularnewline
29 & 326.3 & 382.582220898187 & -56.2822208981867 \tabularnewline
30 & 355.1 & 339.907901431434 & 15.1920985685663 \tabularnewline
31 & 331.6 & 369.375787393095 & -37.7757873930953 \tabularnewline
32 & 261.3 & 344.215061063768 & -82.9150610637676 \tabularnewline
33 & 249 & 270.269889526414 & -21.2698895264144 \tabularnewline
34 & 205.5 & 257.034807348224 & -51.5348073482236 \tabularnewline
35 & 235.6 & 211.269197089742 & 24.3308029102583 \tabularnewline
36 & 240.9 & 242.438845343166 & -1.53884534316597 \tabularnewline
37 & 264.9 & 247.671193517631 & 17.2288064823688 \tabularnewline
38 & 253.8 & 272.428618697163 & -18.6286186971627 \tabularnewline
39 & 232.3 & 260.509653966462 & -28.2096539664622 \tabularnewline
40 & 193.8 & 237.769480873687 & -43.9694808736866 \tabularnewline
41 & 177 & 197.336462937781 & -20.3364629377812 \tabularnewline
42 & 213.2 & 179.642416730492 & 33.5575832695082 \tabularnewline
43 & 207.2 & 217.317699336897 & -10.1176993368965 \tabularnewline
44 & 180.6 & 210.872897763175 & -30.2728977631754 \tabularnewline
45 & 188.6 & 182.942018862964 & 5.65798113703627 \tabularnewline
46 & 175.4 & 191.190759098272 & -15.790759098272 \tabularnewline
47 & 199 & 177.296554391917 & 21.7034456080835 \tabularnewline
48 & 179.6 & 201.850696874333 & -22.2506968743328 \tabularnewline
49 & 225.8 & 181.47249573823 & 44.3275042617698 \tabularnewline
50 & 234 & 229.621253355771 & 4.37874664422864 \tabularnewline
51 & 200.2 & 238.01375496443 & -37.8137549644302 \tabularnewline
52 & 183.6 & 202.55135947743 & -18.9513594774296 \tabularnewline
53 & 178.2 & 185.118206184469 & -6.9182061844694 \tabularnewline
54 & 203.2 & 179.414063029419 & 23.7859369705814 \tabularnewline
55 & 208.5 & 205.459757494598 & 3.04024250540152 \tabularnewline
56 & 191.8 & 210.89341482181 & -19.0934148218097 \tabularnewline
57 & 172.8 & 193.35401638965 & -20.5540163896502 \tabularnewline
58 & 148 & 173.450405941071 & -25.4504059410706 \tabularnewline
59 & 159.4 & 147.531536894117 & 11.8684631058825 \tabularnewline
60 & 154.5 & 159.453306803596 & -4.95330680359649 \tabularnewline
61 & 213.2 & 154.335545968055 & 58.8644540319453 \tabularnewline
62 & 196.4 & 215.623387424676 & -19.2233874246756 \tabularnewline
63 & 182.8 & 197.978275043488 & -15.1782750434878 \tabularnewline
64 & 176.4 & 183.710996801576 & -7.31099680157598 \tabularnewline
65 & 153.6 & 176.989585502967 & -23.3895855029666 \tabularnewline
66 & 173.2 & 153.161315726016 & 20.0386842739842 \tabularnewline
67 & 171 & 173.64227077356 & -2.64227077355963 \tabularnewline
68 & 151.2 & 171.326109365799 & -20.1261093657986 \tabularnewline
69 & 161.9 & 150.641310873502 & 11.2586891264976 \tabularnewline
70 & 157.2 & 161.836273460821 & -4.63627346082123 \tabularnewline
71 & 201.7 & 156.932450273068 & 44.767549726932 \tabularnewline
72 & 236.4 & 203.400553485778 & 32.999446514222 \tabularnewline
73 & 356.1 & 239.5512988828 & 116.5487011172 \tabularnewline
74 & 398.3 & 364.375096689584 & 33.924903310416 \tabularnewline
75 & 403.7 & 408.066527683761 & -4.36652768376103 \tabularnewline
76 & 384.6 & 413.274563253829 & -28.6745632538286 \tabularnewline
77 & 365.8 & 392.913951484653 & -27.1139514846532 \tabularnewline
78 & 368.1 & 372.921948452285 & -4.82194845228469 \tabularnewline
79 & 367.9 & 375.009962487041 & -7.10996248704095 \tabularnewline
80 & 347 & 374.497389203528 & -27.4973892035275 \tabularnewline
81 & 343.3 & 352.388529206438 & -9.08852920643807 \tabularnewline
82 & 292.9 & 348.288972750052 & -55.3889727500516 \tabularnewline
83 & 311.5 & 295.453922900707 & 16.046077099293 \tabularnewline
84 & 300.9 & 314.759352080618 & -13.8593520806185 \tabularnewline
85 & 366.9 & 303.550057278416 & 63.3499427215837 \tabularnewline
86 & 356.9 & 372.335093014253 & -15.435093014253 \tabularnewline
87 & 329.7 & 361.656524356037 & -31.9565243560368 \tabularnewline
88 & 316.2 & 333.051628652881 & -16.8516286528813 \tabularnewline
89 & 269 & 318.810785236312 & -49.8107852363121 \tabularnewline
90 & 289.3 & 269.42096767763 & 19.8790323223698 \tabularnewline
91 & 266.2 & 290.594903991274 & -24.3949039912741 \tabularnewline
92 & 253.6 & 266.422437680032 & -12.8224376800323 \tabularnewline
93 & 233.8 & 253.258728454337 & -19.4587284543369 \tabularnewline
94 & 228.4 & 232.603269841573 & -4.20326984157316 \tabularnewline
95 & 253.6 & 227.018482670295 & 26.5815173297048 \tabularnewline
96 & 260.1 & 253.387078449479 & 6.71292155052092 \tabularnewline
97 & 306.6 & 260.182196733835 & 46.4178032661645 \tabularnewline
98 & 309.2 & 308.722849579308 & 0.477150420692283 \tabularnewline
99 & 309.5 & 311.343826409213 & -1.84382640921325 \tabularnewline
100 & 271 & 311.562766786746 & -40.562766786746 \tabularnewline
101 & 279.9 & 271.279517265243 & 8.62048273475682 \tabularnewline
102 & 317.9 & 280.558497126077 & 37.341502873923 \tabularnewline
103 & 298.4 & 320.200131127086 & -21.800131127086 \tabularnewline
104 & 246.7 & 299.741738086358 & -53.0417380863584 \tabularnewline
105 & 227.3 & 245.709879055157 & -18.4098790551573 \tabularnewline
106 & 209.1 & 225.500530713891 & -16.4005307138908 \tabularnewline
107 & 259.9 & 206.579518789293 & 53.3204812107074 \tabularnewline
108 & 266 & 259.723632126166 & 6.27636787383409 \tabularnewline
109 & 320.6 & 266.099558323869 & 54.5004416761308 \tabularnewline
110 & 308.5 & 323.095545931214 & -14.5955459312138 \tabularnewline
111 & 282.2 & 310.353886045567 & -28.1538860455668 \tabularnewline
112 & 262.7 & 282.816164662231 & -20.1161646622314 \tabularnewline
113 & 263.5 & 262.431803366145 & 1.06819663385545 \tabularnewline
114 & 313.1 & 263.278764194685 & 49.8212358053152 \tabularnewline
115 & 284.3 & 315.069041188796 & -30.7690411887961 \tabularnewline
116 & 252.6 & 284.916350474539 & -32.3163504745386 \tabularnewline
117 & 250.3 & 251.795635836817 & -1.49563583681649 \tabularnewline
118 & 246.5 & 249.429883618671 & -2.92988361867106 \tabularnewline
119 & 312.7 & 245.501077968196 & 67.1989220318045 \tabularnewline
120 & 333.2 & 314.655325300206 & 18.5446746997937 \tabularnewline
121 & 446.4 & 335.970599624532 & 110.429400375468 \tabularnewline
122 & 511.6 & 454.025376331818 & 57.5746236681817 \tabularnewline
123 & 515.5 & 521.756513338492 & -6.25651333849169 \tabularnewline
124 & 506.4 & 525.381460000148 & -18.9814600001482 \tabularnewline
125 & 483.2 & 515.446983406363 & -32.2469834063634 \tabularnewline
126 & 522.3 & 490.829318333573 & 31.4706816664268 \tabularnewline
127 & 509.8 & 531.312855071046 & -21.5128550710463 \tabularnewline
128 & 460.7 & 517.86709146687 & -57.16709146687 \tabularnewline
129 & 405.8 & 466.253870683881 & -60.4538706838805 \tabularnewline
130 & 375 & 408.696154149484 & -33.6961541494836 \tabularnewline
131 & 378.5 & 376.414779590409 & 2.08522040959082 \tabularnewline
132 & 406.8 & 380.006451549504 & 26.7935484504964 \tabularnewline
133 & 467.8 & 409.484368793288 & 58.315631206712 \tabularnewline
134 & 469.8 & 473.048082506216 & -3.24808250621646 \tabularnewline
135 & 429.8 & 474.905287967435 & -45.1052879674351 \tabularnewline
136 & 355.8 & 432.922336863334 & -77.122336863334 \tabularnewline
137 & 332.7 & 355.531829232734 & -22.8318292327338 \tabularnewline
138 & 378 & 331.428079938008 & 46.5719200619917 \tabularnewline
139 & 360.5 & 378.775508176882 & -18.2755081768816 \tabularnewline
140 & 334.7 & 360.47206714479 & -25.7720671447897 \tabularnewline
141 & 319.5 & 333.539056996697 & -14.0390569966974 \tabularnewline
142 & 323.1 & 317.721861877752 & 5.37813812224829 \tabularnewline
143 & 363.6 & 321.558299453213 & 42.0417005467866 \tabularnewline
144 & 352.1 & 363.906566924152 & -11.8065669241523 \tabularnewline
145 & 411.9 & 351.887518139123 & 60.012481860877 \tabularnewline
146 & 388.6 & 414.325830020688 & -25.7258300206876 \tabularnewline
147 & 416.4 & 389.894852582293 & 26.5051474177066 \tabularnewline
148 & 360.7 & 418.86009093249 & -58.1600909324898 \tabularnewline
149 & 338 & 360.603215192943 & -22.603215192943 \tabularnewline
150 & 417.2 & 336.909516393028 & 80.2904836069724 \tabularnewline
151 & 388.4 & 419.639304368934 & -31.2393043689343 \tabularnewline
152 & 371.1 & 389.465939606593 & -18.365939606593 \tabularnewline
153 & 331.5 & 371.35852296296 & -39.8585229629604 \tabularnewline
154 & 353.7 & 330.006233914849 & 23.6937660851509 \tabularnewline
155 & 396.7 & 353.247876297285 & 43.4521237027148 \tabularnewline
156 & 447 & 398.158149805217 & 48.8418501947828 \tabularnewline
157 & 533.5 & 450.605370344858 & 82.894629655142 \tabularnewline
158 & 565.4 & 540.749643661933 & 24.6503563380668 \tabularnewline
159 & 542.3 & 573.733340352936 & -31.4333403529364 \tabularnewline
160 & 488.7 & 549.251445241138 & -60.5514452411383 \tabularnewline
161 & 467.1 & 492.989439063891 & -25.889439063891 \tabularnewline
162 & 531.3 & 470.251268927091 & 61.048731072909 \tabularnewline
163 & 496.1 & 537.135137141665 & -41.0351371416647 \tabularnewline
164 & 444 & 500.131120934945 & -56.1311209349452 \tabularnewline
165 & 403.4 & 445.56344423343 & -42.1634442334297 \tabularnewline
166 & 386.3 & 403.109824578995 & -16.8098245789947 \tabularnewline
167 & 394.1 & 385.270818983182 & 8.82918101681764 \tabularnewline
168 & 404.1 & 393.458973787964 & 10.6410262120363 \tabularnewline
169 & 462.1 & 403.926782234086 & 58.1732177659143 \tabularnewline
170 & 448.1 & 464.484235064923 & -16.3842350649227 \tabularnewline
171 & 432.3 & 449.763939541362 & -17.4639395413624 \tabularnewline
172 & 386.3 & 433.196177273211 & -46.896177273211 \tabularnewline
173 & 395.2 & 385.13449380565 & 10.06550619435 \tabularnewline
174 & 421.9 & 394.477000826907 & 27.4229991730926 \tabularnewline
175 & 382.9 & 422.382590435986 & -39.4825904359862 \tabularnewline
176 & 384.2 & 381.646828403953 & 2.55317159604732 \tabularnewline
177 & 345.5 & 383.059072769602 & -37.5590727696022 \tabularnewline
178 & 323.4 & 342.707873804388 & -19.3078738043884 \tabularnewline
179 & 372.6 & 319.759047172223 & 52.8409528277772 \tabularnewline
180 & 376 & 371.282079137505 & 4.71792086249525 \tabularnewline
181 & 462.7 & 374.889491767042 & 87.8105082329583 \tabularnewline
182 & 487 & 465.449880473083 & 21.5501195269171 \tabularnewline
183 & 444.2 & 490.697282324065 & -46.4972823240647 \tabularnewline
184 & 399.3 & 445.853135363097 & -46.5531353630969 \tabularnewline
185 & 394.9 & 398.906532950664 & -4.00653295066434 \tabularnewline
186 & 455.4 & 394.330394868055 & 61.0696051319453 \tabularnewline
187 & 414 & 457.515180763022 & -43.515180763022 \tabularnewline
188 & 375.5 & 414.202135095261 & -38.7021350952615 \tabularnewline
189 & 347 & 374.00068400213 & -27.0006840021296 \tabularnewline
190 & 339.4 & 344.313660516277 & -4.91366051627665 \tabularnewline
191 & 385.8 & 336.497642639327 & 49.3023573606731 \tabularnewline
192 & 378.8 & 385.065108326138 & -6.26510832613775 \tabularnewline
193 & 451.8 & 377.789677128767 & 74.0103228712331 \tabularnewline
194 & 446.1 & 454.043372162448 & -7.94337216244782 \tabularnewline
195 & 422.5 & 447.994159923493 & -25.494159923493 \tabularnewline
196 & 383.1 & 423.273367332502 & -40.1733673325019 \tabularnewline
197 & 352.8 & 382.107236869817 & -29.3072368698174 \tabularnewline
198 & 445.3 & 350.518811048191 & 94.7811889518095 \tabularnewline
199 & 367.5 & 447.185649832497 & -79.6856498324967 \tabularnewline
200 & 355.1 & 365.88245199391 & -10.7824519939096 \tabularnewline
201 & 326.2 & 353.008426085868 & -26.8084260858681 \tabularnewline
202 & 319.8 & 322.929854780779 & -3.12985478077923 \tabularnewline
203 & 331.8 & 316.392257854279 & 15.4077421457209 \tabularnewline
204 & 340.9 & 329.069624093945 & 11.8303759060547 \tabularnewline
205 & 394.1 & 338.689719586558 & 55.4102804134424 \tabularnewline
206 & 417.2 & 394.325706178722 & 22.8742938212779 \tabularnewline
207 & 369.9 & 418.431322332225 & -48.5313223322246 \tabularnewline
208 & 349.2 & 368.997753441773 & -19.7977534417732 \tabularnewline
209 & 321.4 & 347.427390368724 & -26.0273903687245 \tabularnewline
210 & 405.7 & 318.483155517463 & 87.2168444825372 \tabularnewline
211 & 342.9 & 406.617445150814 & -63.7174451508141 \tabularnewline
212 & 316.5 & 341.016253008919 & -24.5162530089186 \tabularnewline
213 & 284.2 & 313.538451864903 & -29.338451864903 \tabularnewline
214 & 270.9 & 279.948653747216 & -9.04865374721601 \tabularnewline
215 & 288.8 & 266.250850324442 & 22.5491496755585 \tabularnewline
216 & 278.8 & 285.142172257204 & -6.3421722572042 \tabularnewline
217 & 324.4 & 274.86335311988 & 49.5366468801196 \tabularnewline
218 & 310.9 & 322.641118811019 & -11.7411188110189 \tabularnewline
219 & 299 & 308.624947303002 & -9.62494730300182 \tabularnewline
220 & 273 & 296.301808448525 & -23.3018084485247 \tabularnewline
221 & 279.3 & 269.27739758956 & 10.0226024104397 \tabularnewline
222 & 359.2 & 276.018018443818 & 83.181981556182 \tabularnewline
223 & 305 & 359.574924531797 & -54.5749245317968 \tabularnewline
224 & 282.1 & 302.975662455592 & -20.875662455592 \tabularnewline
225 & 250.3 & 279.157911571371 & -28.8579115713709 \tabularnewline
226 & 246.5 & 246.089239311617 & 0.410760688383107 \tabularnewline
227 & 257.9 & 242.307297468371 & 15.5927025316291 \tabularnewline
228 & 266.5 & 254.392795069524 & 12.1072049304756 \tabularnewline
229 & 315.9 & 263.525060718772 & 52.3749392812284 \tabularnewline
230 & 318.4 & 315.227605461417 & 3.17239453858269 \tabularnewline
231 & 295.4 & 317.86707255134 & -22.4670725513396 \tabularnewline
232 & 266.4 & 293.879358952132 & -27.4793589521323 \tabularnewline
233 & 245.8 & 263.67129161392 & -17.8712916139199 \tabularnewline
234 & 362.8 & 242.285621041035 & 120.514378958965 \tabularnewline
235 & 324.9 & 364.583760828752 & -39.6837608287525 \tabularnewline
236 & 294.2 & 324.939154799254 & -30.7391547992538 \tabularnewline
237 & 289.5 & 292.887777971944 & -3.38777797194427 \tabularnewline
238 & 295.2 & 288.038842040646 & 7.16115795935423 \tabularnewline
239 & 290.3 & 294.053666016327 & -3.75366601632675 \tabularnewline
240 & 272 & 288.988644651717 & -16.988644651717 \tabularnewline
241 & 307.4 & 269.941777639281 & 37.458222360719 \tabularnewline
242 & 328.7 & 306.9885429463 & 21.7114570537004 \tabularnewline
243 & 292.9 & 329.243037633649 & -36.3430376336489 \tabularnewline
244 & 249.1 & 291.845298879513 & -42.7452988795129 \tabularnewline
245 & 230.4 & 246.166099312725 & -15.7660993127247 \tabularnewline
246 & 361.5 & 226.772978717594 & 134.727021282406 \tabularnewline
247 & 321.7 & 363.795944907214 & -42.0959449072142 \tabularnewline
248 & 277.2 & 322.145292706696 & -44.945292706696 \tabularnewline
249 & 260.7 & 275.669375429297 & -14.9693754292974 \tabularnewline
250 & 251 & 258.511280982441 & -7.51128098244095 \tabularnewline
251 & 257.6 & 248.481064646651 & 9.11893535334872 \tabularnewline
252 & 241.8 & 255.481957839933 & -13.6819578399329 \tabularnewline
253 & 287.5 & 239.080461770901 & 48.4195382290989 \tabularnewline
254 & 292.3 & 286.909116328229 & 5.39088367177123 \tabularnewline
255 & 274.7 & 291.946114232704 & -17.2461142327037 \tabularnewline
256 & 254.2 & 273.587928157406 & -19.3879281574061 \tabularnewline
257 & 230 & 252.235582118207 & -22.2355821182074 \tabularnewline
258 & 339 & 227.058045467882 & 111.941954532118 \tabularnewline
259 & 318.2 & 340.979318168657 & -22.7793181686567 \tabularnewline
260 & 287 & 319.17787740309 & -32.1778774030901 \tabularnewline
261 & 295.8 & 286.563250418109 & 9.23674958189122 \tabularnewline
262 & 284 & 295.769323045224 & -11.7693230452238 \tabularnewline
263 & 271 & 283.451911602381 & -12.4519116023815 \tabularnewline
264 & 262.7 & 269.904491710551 & -7.20449171055111 \tabularnewline
265 & 340.6 & 261.287762665339 & 79.3122373346607 \tabularnewline
266 & 379.4 & 342.674544275182 & 36.7254557248182 \tabularnewline
267 & 373.3 & 383.089095168432 & -9.78909516843225 \tabularnewline
268 & 355.2 & 376.558739927459 & -21.3587399274591 \tabularnewline
269 & 338.4 & 357.519751644047 & -19.1197516440466 \tabularnewline
270 & 466.9 & 339.87919537357 & 127.02080462643 \tabularnewline
271 & 451 & 473.963375325145 & -22.9633753251451 \tabularnewline
272 & 422 & 457.053842906513 & -35.0538429065126 \tabularnewline
273 & 429.2 & 426.51278065801 & 2.6872193419901 \tabularnewline
274 & 425.9 & 433.830918127058 & -7.93091812705802 \tabularnewline
275 & 460.7 & 430.182253401362 & 30.5177465986376 \tabularnewline
276 & 463.6 & 466.323896522146 & -2.72389652214548 \tabularnewline
277 & 541.4 & 469.104146624529 & 72.2958533754706 \tabularnewline
278 & 544.2 & 550.082468917391 & -5.8824689173905 \tabularnewline
279 & 517.5 & 552.623859588857 & -35.1238595888569 \tabularnewline
280 & 469.4 & 524.379719216617 & -54.9797192166171 \tabularnewline
281 & 439.4 & 473.862661265397 & -34.4626612653969 \tabularnewline
282 & 549 & 442.34758896931 & 106.65241103069 \tabularnewline
283 & 533 & 556.63631895505 & -23.6363189550501 \tabularnewline
284 & 506.1 & 539.597202104657 & -33.4972021046568 \tabularnewline
285 & 484 & 511.22457401844 & -27.2245740184404 \tabularnewline
286 & 457 & 487.927707718695 & -30.9277077186946 \tabularnewline
287 & 481.5 & 459.568041592355 & 21.9319584076447 \tabularnewline
288 & 469.5 & 485.032230118786 & -15.5322301187857 \tabularnewline
289 & 544.7 & 472.34939104933 & 72.3506089506697 \tabularnewline
290 & 541.2 & 550.730120546162 & -9.53012054616227 \tabularnewline
291 & 521.5 & 546.811150533758 & -25.3111505337578 \tabularnewline
292 & 469.7 & 525.998403533157 & -56.2984035331572 \tabularnewline
293 & 434.4 & 471.723372633769 & -37.323372633769 \tabularnewline
294 & 542.6 & 434.782535687415 & 107.817464312585 \tabularnewline
295 & 517.3 & 547.722484583304 & -30.4224845833045 \tabularnewline
296 & 485.7 & 521.085029439741 & -35.3850294397408 \tabularnewline
297 & 465.8 & 487.929407330714 & -22.1294073307135 \tabularnewline
298 & 447 & 467.056538412745 & -20.0565384127449 \tabularnewline
299 & 426.6 & 447.374798448714 & -20.7747984487142 \tabularnewline
300 & 411.6 & 426.061481820493 & -14.4614818204932 \tabularnewline
301 & 467.5 & 410.425715757685 & 57.074284242315 \tabularnewline
302 & 484.5 & 468.834856482732 & 15.6651435172676 \tabularnewline
303 & 451.2 & 486.523538786588 & -35.3235387865877 \tabularnewline
304 & 417.4 & 451.670619973871 & -34.2706199738712 \tabularnewline
305 & 379.9 & 416.363990335136 & -36.4639903351361 \tabularnewline
306 & 484.7 & 377.260934171362 & 107.439065828638 \tabularnewline
307 & 455 & 486.784247641 & -31.7842476410004 \tabularnewline
308 & 420.8 & 455.686925690673 & -34.8869256906727 \tabularnewline
309 & 416.5 & 419.95320157684 & -3.45320157684023 \tabularnewline
310 & 376.3 & 415.501389445978 & -39.2013894459782 \tabularnewline
311 & 405.6 & 373.577989774075 & 32.0220102259255 \tabularnewline
312 & 405.8 & 404.285764414132 & 1.51423558586816 \tabularnewline
313 & 500.8 & 404.55233432782 & 96.2476656721801 \tabularnewline
314 & 514 & 503.783643416227 & 10.2163565837735 \tabularnewline
315 & 475.5 & 517.432782230778 & -41.9327822307778 \tabularnewline
316 & 430.1 & 477.089303105169 & -46.9893031051686 \tabularnewline
317 & 414.4 & 429.623525572818 & -15.2235255728179 \tabularnewline
318 & 538 & 413.254257994597 & 124.745742005403 \tabularnewline
319 & 526 & 542.338420007266 & -16.3384200072663 \tabularnewline
320 & 488.5 & 529.620138638216 & -41.1201386382156 \tabularnewline
321 & 520.2 & 490.312385534581 & 29.8876144654186 \tabularnewline
322 & 504.4 & 523.326326333406 & -18.9263263334063 \tabularnewline
323 & 568.5 & 506.694273565524 & 61.8057264344755 \tabularnewline
324 & 610.6 & 573.511421354527 & 37.0885786454735 \tabularnewline
325 & 818 & 617.241936118731 & 200.758063881269 \tabularnewline
326 & 830.9 & 833.467806484928 & -2.56780648492781 \tabularnewline
327 & 835.9 & 846.25491872977 & -10.3549187297697 \tabularnewline
328 & 782 & 850.799688346518 & -68.7996883465183 \tabularnewline
329 & 762.3 & 793.875066974695 & -31.5750669746952 \tabularnewline
330 & 856.9 & 772.786941175238 & 84.113058824762 \tabularnewline
331 & 820.9 & 871.08477995162 & -50.1847799516207 \tabularnewline
332 & 769.6 & 832.878520568331 & -63.2785205683309 \tabularnewline
333 & 752.2 & 778.796624744554 & -26.5966247445541 \tabularnewline
334 & 724.4 & 760.227364802335 & -35.8273648023352 \tabularnewline
335 & 723.1 & 730.852296428021 & -7.75229642802117 \tabularnewline
336 & 719.5 & 729.211484397903 & -9.71148439790272 \tabularnewline
337 & 817.4 & 725.184541137432 & 92.2154588625679 \tabularnewline
338 & 803.3 & 827.13858345058 & -23.8385834505805 \tabularnewline
339 & 752.5 & 811.99057450299 & -59.4905745029895 \tabularnewline
340 & 689 & 758.575207087987 & -69.5752070879875 \tabularnewline
341 & 630.4 & 692.016491803589 & -61.6164918035889 \tabularnewline
342 & 765.5 & 630.707663283505 & 134.792336716495 \tabularnewline
343 & 757.7 & 771.733500917206 & -14.0335009172064 \tabularnewline
344 & 732.2 & 763.316550058623 & -31.1165500586227 \tabularnewline
345 & 702.6 & 736.448581909542 & -33.848581909542 \tabularnewline
346 & 683.3 & 705.360506211672 & -22.0605062116716 \tabularnewline
347 & 709.5 & 685.090666374244 & 24.4093336257561 \tabularnewline
348 & 702.2 & 712.363767051453 & -10.163767051453 \tabularnewline
349 & 784.8 & 704.616940215738 & 80.1830597842619 \tabularnewline
350 & 810.9 & 790.742005548304 & 20.157994451696 \tabularnewline
351 & 755.6 & 817.728205795674 & -62.1282057956744 \tabularnewline
352 & 656.8 & 759.696880937106 & -102.896880937106 \tabularnewline
353 & 615.1 & 656.37325426588 & -41.27325426588 \tabularnewline
354 & 745.3 & 612.85876978292 & 132.44123021708 \tabularnewline
355 & 694.1 & 748.881246382051 & -54.781246382051 \tabularnewline
356 & 675.7 & 695.272913836303 & -19.5729138363027 \tabularnewline
357 & 643.7 & 676.012435323668 & -32.3124353236682 \tabularnewline
358 & 622.1 & 642.591892806624 & -20.4918928066239 \tabularnewline
359 & 634.6 & 620.091013479673 & 14.5089865203267 \tabularnewline
360 & 588 & 633.228867978255 & -45.2288679782555 \tabularnewline
361 & 689.7 & 584.640483960854 & 105.059516039146 \tabularnewline
362 & 673.9 & 690.959185951551 & -17.0591859515513 \tabularnewline
363 & 647.9 & 674.409217751767 & -26.5092177517669 \tabularnewline
364 & 568.8 & 647.243800458618 & -78.4438004586176 \tabularnewline
365 & 545.7 & 564.695197695199 & -18.9951976951986 \tabularnewline
366 & 632.6 & 540.760117154986 & 91.8398828450145 \tabularnewline
367 & 643.8 & 631.69764812518 & 12.1023518748203 \tabularnewline
368 & 593.1 & 643.429700420904 & -50.3297004209041 \tabularnewline
369 & 579.7 & 590.517069939734 & -10.8170699397339 \tabularnewline
370 & 546 & 576.641522132665 & -30.6415221326649 \tabularnewline
371 & 562.9 & 541.59443750285 & 21.30556249715 \tabularnewline
372 & 572.5 & 559.431087961832 & 13.0689120381679 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147982&T=2

[TABLE]
[ROW][C]Interpolation Forecasts of Exponential Smoothing[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Fitted[/C][C]Residuals[/C][/ROW]
[ROW][C]3[/C][C]264.6[/C][C]326.3[/C][C]-61.6999999999999[/C][/ROW]
[ROW][C]4[/C][C]240.7[/C][C]307.487500232537[/C][C]-66.7875002325366[/C][/ROW]
[ROW][C]5[/C][C]201.4[/C][C]280.651340121512[/C][C]-79.2513401215118[/C][/ROW]
[ROW][C]6[/C][C]240.8[/C][C]237.867235718744[/C][C]2.93276428125586[/C][/ROW]
[ROW][C]7[/C][C]241.1[/C][C]277.39616801098[/C][C]-36.2961680109797[/C][/ROW]
[ROW][C]8[/C][C]223.8[/C][C]276.100489772899[/C][C]-52.3004897728986[/C][/ROW]
[ROW][C]9[/C][C]206.1[/C][C]256.501218033073[/C][C]-50.4012180330735[/C][/ROW]
[ROW][C]10[/C][C]174.7[/C][C]236.58544344321[/C][C]-61.8854434432099[/C][/ROW]
[ROW][C]11[/C][C]203.3[/C][C]202.464791077747[/C][C]0.8352089222534[/C][/ROW]
[ROW][C]12[/C][C]220.5[/C][C]231.101509132972[/C][C]-10.6015091329718[/C][/ROW]
[ROW][C]13[/C][C]299.5[/C][C]247.835437965096[/C][C]51.6645620349041[/C][/ROW]
[ROW][C]14[/C][C]347.4[/C][C]329.106752592418[/C][C]18.2932474075819[/C][/ROW]
[ROW][C]15[/C][C]338.3[/C][C]377.810973489326[/C][C]-39.5109734893259[/C][/ROW]
[ROW][C]16[/C][C]327.7[/C][C]366.973963661092[/C][C]-39.2739636610917[/C][/ROW]
[ROW][C]17[/C][C]351.6[/C][C]354.647373429356[/C][C]-3.04737342935618[/C][/ROW]
[ROW][C]18[/C][C]396.6[/C][C]378.413402607338[/C][C]18.1865973926617[/C][/ROW]
[ROW][C]19[/C][C]438.8[/C][C]424.2129348796[/C][C]14.5870651203999[/C][/ROW]
[ROW][C]20[/C][C]395.6[/C][C]467.054221925744[/C][C]-71.4542219257436[/C][/ROW]
[ROW][C]21[/C][C]363.5[/C][C]420.712900039879[/C][C]-57.2129000398788[/C][/ROW]
[ROW][C]22[/C][C]378.8[/C][C]386.097665387463[/C][C]-7.29766538746253[/C][/ROW]
[ROW][C]23[/C][C]357[/C][C]401.076840174067[/C][C]-44.0768401740668[/C][/ROW]
[ROW][C]24[/C][C]369[/C][C]377.339102431398[/C][C]-8.3391024313977[/C][/ROW]
[ROW][C]25[/C][C]464.8[/C][C]388.972492813796[/C][C]75.827507186204[/C][/ROW]
[ROW][C]26[/C][C]479.1[/C][C]488.106076211039[/C][C]-9.00607621103939[/C][/ROW]
[ROW][C]27[/C][C]431.3[/C][C]502.010144612527[/C][C]-70.7101446125272[/C][/ROW]
[ROW][C]28[/C][C]366.5[/C][C]451.10153438856[/C][C]-84.6015343885598[/C][/ROW]
[ROW][C]29[/C][C]326.3[/C][C]382.582220898187[/C][C]-56.2822208981867[/C][/ROW]
[ROW][C]30[/C][C]355.1[/C][C]339.907901431434[/C][C]15.1920985685663[/C][/ROW]
[ROW][C]31[/C][C]331.6[/C][C]369.375787393095[/C][C]-37.7757873930953[/C][/ROW]
[ROW][C]32[/C][C]261.3[/C][C]344.215061063768[/C][C]-82.9150610637676[/C][/ROW]
[ROW][C]33[/C][C]249[/C][C]270.269889526414[/C][C]-21.2698895264144[/C][/ROW]
[ROW][C]34[/C][C]205.5[/C][C]257.034807348224[/C][C]-51.5348073482236[/C][/ROW]
[ROW][C]35[/C][C]235.6[/C][C]211.269197089742[/C][C]24.3308029102583[/C][/ROW]
[ROW][C]36[/C][C]240.9[/C][C]242.438845343166[/C][C]-1.53884534316597[/C][/ROW]
[ROW][C]37[/C][C]264.9[/C][C]247.671193517631[/C][C]17.2288064823688[/C][/ROW]
[ROW][C]38[/C][C]253.8[/C][C]272.428618697163[/C][C]-18.6286186971627[/C][/ROW]
[ROW][C]39[/C][C]232.3[/C][C]260.509653966462[/C][C]-28.2096539664622[/C][/ROW]
[ROW][C]40[/C][C]193.8[/C][C]237.769480873687[/C][C]-43.9694808736866[/C][/ROW]
[ROW][C]41[/C][C]177[/C][C]197.336462937781[/C][C]-20.3364629377812[/C][/ROW]
[ROW][C]42[/C][C]213.2[/C][C]179.642416730492[/C][C]33.5575832695082[/C][/ROW]
[ROW][C]43[/C][C]207.2[/C][C]217.317699336897[/C][C]-10.1176993368965[/C][/ROW]
[ROW][C]44[/C][C]180.6[/C][C]210.872897763175[/C][C]-30.2728977631754[/C][/ROW]
[ROW][C]45[/C][C]188.6[/C][C]182.942018862964[/C][C]5.65798113703627[/C][/ROW]
[ROW][C]46[/C][C]175.4[/C][C]191.190759098272[/C][C]-15.790759098272[/C][/ROW]
[ROW][C]47[/C][C]199[/C][C]177.296554391917[/C][C]21.7034456080835[/C][/ROW]
[ROW][C]48[/C][C]179.6[/C][C]201.850696874333[/C][C]-22.2506968743328[/C][/ROW]
[ROW][C]49[/C][C]225.8[/C][C]181.47249573823[/C][C]44.3275042617698[/C][/ROW]
[ROW][C]50[/C][C]234[/C][C]229.621253355771[/C][C]4.37874664422864[/C][/ROW]
[ROW][C]51[/C][C]200.2[/C][C]238.01375496443[/C][C]-37.8137549644302[/C][/ROW]
[ROW][C]52[/C][C]183.6[/C][C]202.55135947743[/C][C]-18.9513594774296[/C][/ROW]
[ROW][C]53[/C][C]178.2[/C][C]185.118206184469[/C][C]-6.9182061844694[/C][/ROW]
[ROW][C]54[/C][C]203.2[/C][C]179.414063029419[/C][C]23.7859369705814[/C][/ROW]
[ROW][C]55[/C][C]208.5[/C][C]205.459757494598[/C][C]3.04024250540152[/C][/ROW]
[ROW][C]56[/C][C]191.8[/C][C]210.89341482181[/C][C]-19.0934148218097[/C][/ROW]
[ROW][C]57[/C][C]172.8[/C][C]193.35401638965[/C][C]-20.5540163896502[/C][/ROW]
[ROW][C]58[/C][C]148[/C][C]173.450405941071[/C][C]-25.4504059410706[/C][/ROW]
[ROW][C]59[/C][C]159.4[/C][C]147.531536894117[/C][C]11.8684631058825[/C][/ROW]
[ROW][C]60[/C][C]154.5[/C][C]159.453306803596[/C][C]-4.95330680359649[/C][/ROW]
[ROW][C]61[/C][C]213.2[/C][C]154.335545968055[/C][C]58.8644540319453[/C][/ROW]
[ROW][C]62[/C][C]196.4[/C][C]215.623387424676[/C][C]-19.2233874246756[/C][/ROW]
[ROW][C]63[/C][C]182.8[/C][C]197.978275043488[/C][C]-15.1782750434878[/C][/ROW]
[ROW][C]64[/C][C]176.4[/C][C]183.710996801576[/C][C]-7.31099680157598[/C][/ROW]
[ROW][C]65[/C][C]153.6[/C][C]176.989585502967[/C][C]-23.3895855029666[/C][/ROW]
[ROW][C]66[/C][C]173.2[/C][C]153.161315726016[/C][C]20.0386842739842[/C][/ROW]
[ROW][C]67[/C][C]171[/C][C]173.64227077356[/C][C]-2.64227077355963[/C][/ROW]
[ROW][C]68[/C][C]151.2[/C][C]171.326109365799[/C][C]-20.1261093657986[/C][/ROW]
[ROW][C]69[/C][C]161.9[/C][C]150.641310873502[/C][C]11.2586891264976[/C][/ROW]
[ROW][C]70[/C][C]157.2[/C][C]161.836273460821[/C][C]-4.63627346082123[/C][/ROW]
[ROW][C]71[/C][C]201.7[/C][C]156.932450273068[/C][C]44.767549726932[/C][/ROW]
[ROW][C]72[/C][C]236.4[/C][C]203.400553485778[/C][C]32.999446514222[/C][/ROW]
[ROW][C]73[/C][C]356.1[/C][C]239.5512988828[/C][C]116.5487011172[/C][/ROW]
[ROW][C]74[/C][C]398.3[/C][C]364.375096689584[/C][C]33.924903310416[/C][/ROW]
[ROW][C]75[/C][C]403.7[/C][C]408.066527683761[/C][C]-4.36652768376103[/C][/ROW]
[ROW][C]76[/C][C]384.6[/C][C]413.274563253829[/C][C]-28.6745632538286[/C][/ROW]
[ROW][C]77[/C][C]365.8[/C][C]392.913951484653[/C][C]-27.1139514846532[/C][/ROW]
[ROW][C]78[/C][C]368.1[/C][C]372.921948452285[/C][C]-4.82194845228469[/C][/ROW]
[ROW][C]79[/C][C]367.9[/C][C]375.009962487041[/C][C]-7.10996248704095[/C][/ROW]
[ROW][C]80[/C][C]347[/C][C]374.497389203528[/C][C]-27.4973892035275[/C][/ROW]
[ROW][C]81[/C][C]343.3[/C][C]352.388529206438[/C][C]-9.08852920643807[/C][/ROW]
[ROW][C]82[/C][C]292.9[/C][C]348.288972750052[/C][C]-55.3889727500516[/C][/ROW]
[ROW][C]83[/C][C]311.5[/C][C]295.453922900707[/C][C]16.046077099293[/C][/ROW]
[ROW][C]84[/C][C]300.9[/C][C]314.759352080618[/C][C]-13.8593520806185[/C][/ROW]
[ROW][C]85[/C][C]366.9[/C][C]303.550057278416[/C][C]63.3499427215837[/C][/ROW]
[ROW][C]86[/C][C]356.9[/C][C]372.335093014253[/C][C]-15.435093014253[/C][/ROW]
[ROW][C]87[/C][C]329.7[/C][C]361.656524356037[/C][C]-31.9565243560368[/C][/ROW]
[ROW][C]88[/C][C]316.2[/C][C]333.051628652881[/C][C]-16.8516286528813[/C][/ROW]
[ROW][C]89[/C][C]269[/C][C]318.810785236312[/C][C]-49.8107852363121[/C][/ROW]
[ROW][C]90[/C][C]289.3[/C][C]269.42096767763[/C][C]19.8790323223698[/C][/ROW]
[ROW][C]91[/C][C]266.2[/C][C]290.594903991274[/C][C]-24.3949039912741[/C][/ROW]
[ROW][C]92[/C][C]253.6[/C][C]266.422437680032[/C][C]-12.8224376800323[/C][/ROW]
[ROW][C]93[/C][C]233.8[/C][C]253.258728454337[/C][C]-19.4587284543369[/C][/ROW]
[ROW][C]94[/C][C]228.4[/C][C]232.603269841573[/C][C]-4.20326984157316[/C][/ROW]
[ROW][C]95[/C][C]253.6[/C][C]227.018482670295[/C][C]26.5815173297048[/C][/ROW]
[ROW][C]96[/C][C]260.1[/C][C]253.387078449479[/C][C]6.71292155052092[/C][/ROW]
[ROW][C]97[/C][C]306.6[/C][C]260.182196733835[/C][C]46.4178032661645[/C][/ROW]
[ROW][C]98[/C][C]309.2[/C][C]308.722849579308[/C][C]0.477150420692283[/C][/ROW]
[ROW][C]99[/C][C]309.5[/C][C]311.343826409213[/C][C]-1.84382640921325[/C][/ROW]
[ROW][C]100[/C][C]271[/C][C]311.562766786746[/C][C]-40.562766786746[/C][/ROW]
[ROW][C]101[/C][C]279.9[/C][C]271.279517265243[/C][C]8.62048273475682[/C][/ROW]
[ROW][C]102[/C][C]317.9[/C][C]280.558497126077[/C][C]37.341502873923[/C][/ROW]
[ROW][C]103[/C][C]298.4[/C][C]320.200131127086[/C][C]-21.800131127086[/C][/ROW]
[ROW][C]104[/C][C]246.7[/C][C]299.741738086358[/C][C]-53.0417380863584[/C][/ROW]
[ROW][C]105[/C][C]227.3[/C][C]245.709879055157[/C][C]-18.4098790551573[/C][/ROW]
[ROW][C]106[/C][C]209.1[/C][C]225.500530713891[/C][C]-16.4005307138908[/C][/ROW]
[ROW][C]107[/C][C]259.9[/C][C]206.579518789293[/C][C]53.3204812107074[/C][/ROW]
[ROW][C]108[/C][C]266[/C][C]259.723632126166[/C][C]6.27636787383409[/C][/ROW]
[ROW][C]109[/C][C]320.6[/C][C]266.099558323869[/C][C]54.5004416761308[/C][/ROW]
[ROW][C]110[/C][C]308.5[/C][C]323.095545931214[/C][C]-14.5955459312138[/C][/ROW]
[ROW][C]111[/C][C]282.2[/C][C]310.353886045567[/C][C]-28.1538860455668[/C][/ROW]
[ROW][C]112[/C][C]262.7[/C][C]282.816164662231[/C][C]-20.1161646622314[/C][/ROW]
[ROW][C]113[/C][C]263.5[/C][C]262.431803366145[/C][C]1.06819663385545[/C][/ROW]
[ROW][C]114[/C][C]313.1[/C][C]263.278764194685[/C][C]49.8212358053152[/C][/ROW]
[ROW][C]115[/C][C]284.3[/C][C]315.069041188796[/C][C]-30.7690411887961[/C][/ROW]
[ROW][C]116[/C][C]252.6[/C][C]284.916350474539[/C][C]-32.3163504745386[/C][/ROW]
[ROW][C]117[/C][C]250.3[/C][C]251.795635836817[/C][C]-1.49563583681649[/C][/ROW]
[ROW][C]118[/C][C]246.5[/C][C]249.429883618671[/C][C]-2.92988361867106[/C][/ROW]
[ROW][C]119[/C][C]312.7[/C][C]245.501077968196[/C][C]67.1989220318045[/C][/ROW]
[ROW][C]120[/C][C]333.2[/C][C]314.655325300206[/C][C]18.5446746997937[/C][/ROW]
[ROW][C]121[/C][C]446.4[/C][C]335.970599624532[/C][C]110.429400375468[/C][/ROW]
[ROW][C]122[/C][C]511.6[/C][C]454.025376331818[/C][C]57.5746236681817[/C][/ROW]
[ROW][C]123[/C][C]515.5[/C][C]521.756513338492[/C][C]-6.25651333849169[/C][/ROW]
[ROW][C]124[/C][C]506.4[/C][C]525.381460000148[/C][C]-18.9814600001482[/C][/ROW]
[ROW][C]125[/C][C]483.2[/C][C]515.446983406363[/C][C]-32.2469834063634[/C][/ROW]
[ROW][C]126[/C][C]522.3[/C][C]490.829318333573[/C][C]31.4706816664268[/C][/ROW]
[ROW][C]127[/C][C]509.8[/C][C]531.312855071046[/C][C]-21.5128550710463[/C][/ROW]
[ROW][C]128[/C][C]460.7[/C][C]517.86709146687[/C][C]-57.16709146687[/C][/ROW]
[ROW][C]129[/C][C]405.8[/C][C]466.253870683881[/C][C]-60.4538706838805[/C][/ROW]
[ROW][C]130[/C][C]375[/C][C]408.696154149484[/C][C]-33.6961541494836[/C][/ROW]
[ROW][C]131[/C][C]378.5[/C][C]376.414779590409[/C][C]2.08522040959082[/C][/ROW]
[ROW][C]132[/C][C]406.8[/C][C]380.006451549504[/C][C]26.7935484504964[/C][/ROW]
[ROW][C]133[/C][C]467.8[/C][C]409.484368793288[/C][C]58.315631206712[/C][/ROW]
[ROW][C]134[/C][C]469.8[/C][C]473.048082506216[/C][C]-3.24808250621646[/C][/ROW]
[ROW][C]135[/C][C]429.8[/C][C]474.905287967435[/C][C]-45.1052879674351[/C][/ROW]
[ROW][C]136[/C][C]355.8[/C][C]432.922336863334[/C][C]-77.122336863334[/C][/ROW]
[ROW][C]137[/C][C]332.7[/C][C]355.531829232734[/C][C]-22.8318292327338[/C][/ROW]
[ROW][C]138[/C][C]378[/C][C]331.428079938008[/C][C]46.5719200619917[/C][/ROW]
[ROW][C]139[/C][C]360.5[/C][C]378.775508176882[/C][C]-18.2755081768816[/C][/ROW]
[ROW][C]140[/C][C]334.7[/C][C]360.47206714479[/C][C]-25.7720671447897[/C][/ROW]
[ROW][C]141[/C][C]319.5[/C][C]333.539056996697[/C][C]-14.0390569966974[/C][/ROW]
[ROW][C]142[/C][C]323.1[/C][C]317.721861877752[/C][C]5.37813812224829[/C][/ROW]
[ROW][C]143[/C][C]363.6[/C][C]321.558299453213[/C][C]42.0417005467866[/C][/ROW]
[ROW][C]144[/C][C]352.1[/C][C]363.906566924152[/C][C]-11.8065669241523[/C][/ROW]
[ROW][C]145[/C][C]411.9[/C][C]351.887518139123[/C][C]60.012481860877[/C][/ROW]
[ROW][C]146[/C][C]388.6[/C][C]414.325830020688[/C][C]-25.7258300206876[/C][/ROW]
[ROW][C]147[/C][C]416.4[/C][C]389.894852582293[/C][C]26.5051474177066[/C][/ROW]
[ROW][C]148[/C][C]360.7[/C][C]418.86009093249[/C][C]-58.1600909324898[/C][/ROW]
[ROW][C]149[/C][C]338[/C][C]360.603215192943[/C][C]-22.603215192943[/C][/ROW]
[ROW][C]150[/C][C]417.2[/C][C]336.909516393028[/C][C]80.2904836069724[/C][/ROW]
[ROW][C]151[/C][C]388.4[/C][C]419.639304368934[/C][C]-31.2393043689343[/C][/ROW]
[ROW][C]152[/C][C]371.1[/C][C]389.465939606593[/C][C]-18.365939606593[/C][/ROW]
[ROW][C]153[/C][C]331.5[/C][C]371.35852296296[/C][C]-39.8585229629604[/C][/ROW]
[ROW][C]154[/C][C]353.7[/C][C]330.006233914849[/C][C]23.6937660851509[/C][/ROW]
[ROW][C]155[/C][C]396.7[/C][C]353.247876297285[/C][C]43.4521237027148[/C][/ROW]
[ROW][C]156[/C][C]447[/C][C]398.158149805217[/C][C]48.8418501947828[/C][/ROW]
[ROW][C]157[/C][C]533.5[/C][C]450.605370344858[/C][C]82.894629655142[/C][/ROW]
[ROW][C]158[/C][C]565.4[/C][C]540.749643661933[/C][C]24.6503563380668[/C][/ROW]
[ROW][C]159[/C][C]542.3[/C][C]573.733340352936[/C][C]-31.4333403529364[/C][/ROW]
[ROW][C]160[/C][C]488.7[/C][C]549.251445241138[/C][C]-60.5514452411383[/C][/ROW]
[ROW][C]161[/C][C]467.1[/C][C]492.989439063891[/C][C]-25.889439063891[/C][/ROW]
[ROW][C]162[/C][C]531.3[/C][C]470.251268927091[/C][C]61.048731072909[/C][/ROW]
[ROW][C]163[/C][C]496.1[/C][C]537.135137141665[/C][C]-41.0351371416647[/C][/ROW]
[ROW][C]164[/C][C]444[/C][C]500.131120934945[/C][C]-56.1311209349452[/C][/ROW]
[ROW][C]165[/C][C]403.4[/C][C]445.56344423343[/C][C]-42.1634442334297[/C][/ROW]
[ROW][C]166[/C][C]386.3[/C][C]403.109824578995[/C][C]-16.8098245789947[/C][/ROW]
[ROW][C]167[/C][C]394.1[/C][C]385.270818983182[/C][C]8.82918101681764[/C][/ROW]
[ROW][C]168[/C][C]404.1[/C][C]393.458973787964[/C][C]10.6410262120363[/C][/ROW]
[ROW][C]169[/C][C]462.1[/C][C]403.926782234086[/C][C]58.1732177659143[/C][/ROW]
[ROW][C]170[/C][C]448.1[/C][C]464.484235064923[/C][C]-16.3842350649227[/C][/ROW]
[ROW][C]171[/C][C]432.3[/C][C]449.763939541362[/C][C]-17.4639395413624[/C][/ROW]
[ROW][C]172[/C][C]386.3[/C][C]433.196177273211[/C][C]-46.896177273211[/C][/ROW]
[ROW][C]173[/C][C]395.2[/C][C]385.13449380565[/C][C]10.06550619435[/C][/ROW]
[ROW][C]174[/C][C]421.9[/C][C]394.477000826907[/C][C]27.4229991730926[/C][/ROW]
[ROW][C]175[/C][C]382.9[/C][C]422.382590435986[/C][C]-39.4825904359862[/C][/ROW]
[ROW][C]176[/C][C]384.2[/C][C]381.646828403953[/C][C]2.55317159604732[/C][/ROW]
[ROW][C]177[/C][C]345.5[/C][C]383.059072769602[/C][C]-37.5590727696022[/C][/ROW]
[ROW][C]178[/C][C]323.4[/C][C]342.707873804388[/C][C]-19.3078738043884[/C][/ROW]
[ROW][C]179[/C][C]372.6[/C][C]319.759047172223[/C][C]52.8409528277772[/C][/ROW]
[ROW][C]180[/C][C]376[/C][C]371.282079137505[/C][C]4.71792086249525[/C][/ROW]
[ROW][C]181[/C][C]462.7[/C][C]374.889491767042[/C][C]87.8105082329583[/C][/ROW]
[ROW][C]182[/C][C]487[/C][C]465.449880473083[/C][C]21.5501195269171[/C][/ROW]
[ROW][C]183[/C][C]444.2[/C][C]490.697282324065[/C][C]-46.4972823240647[/C][/ROW]
[ROW][C]184[/C][C]399.3[/C][C]445.853135363097[/C][C]-46.5531353630969[/C][/ROW]
[ROW][C]185[/C][C]394.9[/C][C]398.906532950664[/C][C]-4.00653295066434[/C][/ROW]
[ROW][C]186[/C][C]455.4[/C][C]394.330394868055[/C][C]61.0696051319453[/C][/ROW]
[ROW][C]187[/C][C]414[/C][C]457.515180763022[/C][C]-43.515180763022[/C][/ROW]
[ROW][C]188[/C][C]375.5[/C][C]414.202135095261[/C][C]-38.7021350952615[/C][/ROW]
[ROW][C]189[/C][C]347[/C][C]374.00068400213[/C][C]-27.0006840021296[/C][/ROW]
[ROW][C]190[/C][C]339.4[/C][C]344.313660516277[/C][C]-4.91366051627665[/C][/ROW]
[ROW][C]191[/C][C]385.8[/C][C]336.497642639327[/C][C]49.3023573606731[/C][/ROW]
[ROW][C]192[/C][C]378.8[/C][C]385.065108326138[/C][C]-6.26510832613775[/C][/ROW]
[ROW][C]193[/C][C]451.8[/C][C]377.789677128767[/C][C]74.0103228712331[/C][/ROW]
[ROW][C]194[/C][C]446.1[/C][C]454.043372162448[/C][C]-7.94337216244782[/C][/ROW]
[ROW][C]195[/C][C]422.5[/C][C]447.994159923493[/C][C]-25.494159923493[/C][/ROW]
[ROW][C]196[/C][C]383.1[/C][C]423.273367332502[/C][C]-40.1733673325019[/C][/ROW]
[ROW][C]197[/C][C]352.8[/C][C]382.107236869817[/C][C]-29.3072368698174[/C][/ROW]
[ROW][C]198[/C][C]445.3[/C][C]350.518811048191[/C][C]94.7811889518095[/C][/ROW]
[ROW][C]199[/C][C]367.5[/C][C]447.185649832497[/C][C]-79.6856498324967[/C][/ROW]
[ROW][C]200[/C][C]355.1[/C][C]365.88245199391[/C][C]-10.7824519939096[/C][/ROW]
[ROW][C]201[/C][C]326.2[/C][C]353.008426085868[/C][C]-26.8084260858681[/C][/ROW]
[ROW][C]202[/C][C]319.8[/C][C]322.929854780779[/C][C]-3.12985478077923[/C][/ROW]
[ROW][C]203[/C][C]331.8[/C][C]316.392257854279[/C][C]15.4077421457209[/C][/ROW]
[ROW][C]204[/C][C]340.9[/C][C]329.069624093945[/C][C]11.8303759060547[/C][/ROW]
[ROW][C]205[/C][C]394.1[/C][C]338.689719586558[/C][C]55.4102804134424[/C][/ROW]
[ROW][C]206[/C][C]417.2[/C][C]394.325706178722[/C][C]22.8742938212779[/C][/ROW]
[ROW][C]207[/C][C]369.9[/C][C]418.431322332225[/C][C]-48.5313223322246[/C][/ROW]
[ROW][C]208[/C][C]349.2[/C][C]368.997753441773[/C][C]-19.7977534417732[/C][/ROW]
[ROW][C]209[/C][C]321.4[/C][C]347.427390368724[/C][C]-26.0273903687245[/C][/ROW]
[ROW][C]210[/C][C]405.7[/C][C]318.483155517463[/C][C]87.2168444825372[/C][/ROW]
[ROW][C]211[/C][C]342.9[/C][C]406.617445150814[/C][C]-63.7174451508141[/C][/ROW]
[ROW][C]212[/C][C]316.5[/C][C]341.016253008919[/C][C]-24.5162530089186[/C][/ROW]
[ROW][C]213[/C][C]284.2[/C][C]313.538451864903[/C][C]-29.338451864903[/C][/ROW]
[ROW][C]214[/C][C]270.9[/C][C]279.948653747216[/C][C]-9.04865374721601[/C][/ROW]
[ROW][C]215[/C][C]288.8[/C][C]266.250850324442[/C][C]22.5491496755585[/C][/ROW]
[ROW][C]216[/C][C]278.8[/C][C]285.142172257204[/C][C]-6.3421722572042[/C][/ROW]
[ROW][C]217[/C][C]324.4[/C][C]274.86335311988[/C][C]49.5366468801196[/C][/ROW]
[ROW][C]218[/C][C]310.9[/C][C]322.641118811019[/C][C]-11.7411188110189[/C][/ROW]
[ROW][C]219[/C][C]299[/C][C]308.624947303002[/C][C]-9.62494730300182[/C][/ROW]
[ROW][C]220[/C][C]273[/C][C]296.301808448525[/C][C]-23.3018084485247[/C][/ROW]
[ROW][C]221[/C][C]279.3[/C][C]269.27739758956[/C][C]10.0226024104397[/C][/ROW]
[ROW][C]222[/C][C]359.2[/C][C]276.018018443818[/C][C]83.181981556182[/C][/ROW]
[ROW][C]223[/C][C]305[/C][C]359.574924531797[/C][C]-54.5749245317968[/C][/ROW]
[ROW][C]224[/C][C]282.1[/C][C]302.975662455592[/C][C]-20.875662455592[/C][/ROW]
[ROW][C]225[/C][C]250.3[/C][C]279.157911571371[/C][C]-28.8579115713709[/C][/ROW]
[ROW][C]226[/C][C]246.5[/C][C]246.089239311617[/C][C]0.410760688383107[/C][/ROW]
[ROW][C]227[/C][C]257.9[/C][C]242.307297468371[/C][C]15.5927025316291[/C][/ROW]
[ROW][C]228[/C][C]266.5[/C][C]254.392795069524[/C][C]12.1072049304756[/C][/ROW]
[ROW][C]229[/C][C]315.9[/C][C]263.525060718772[/C][C]52.3749392812284[/C][/ROW]
[ROW][C]230[/C][C]318.4[/C][C]315.227605461417[/C][C]3.17239453858269[/C][/ROW]
[ROW][C]231[/C][C]295.4[/C][C]317.86707255134[/C][C]-22.4670725513396[/C][/ROW]
[ROW][C]232[/C][C]266.4[/C][C]293.879358952132[/C][C]-27.4793589521323[/C][/ROW]
[ROW][C]233[/C][C]245.8[/C][C]263.67129161392[/C][C]-17.8712916139199[/C][/ROW]
[ROW][C]234[/C][C]362.8[/C][C]242.285621041035[/C][C]120.514378958965[/C][/ROW]
[ROW][C]235[/C][C]324.9[/C][C]364.583760828752[/C][C]-39.6837608287525[/C][/ROW]
[ROW][C]236[/C][C]294.2[/C][C]324.939154799254[/C][C]-30.7391547992538[/C][/ROW]
[ROW][C]237[/C][C]289.5[/C][C]292.887777971944[/C][C]-3.38777797194427[/C][/ROW]
[ROW][C]238[/C][C]295.2[/C][C]288.038842040646[/C][C]7.16115795935423[/C][/ROW]
[ROW][C]239[/C][C]290.3[/C][C]294.053666016327[/C][C]-3.75366601632675[/C][/ROW]
[ROW][C]240[/C][C]272[/C][C]288.988644651717[/C][C]-16.988644651717[/C][/ROW]
[ROW][C]241[/C][C]307.4[/C][C]269.941777639281[/C][C]37.458222360719[/C][/ROW]
[ROW][C]242[/C][C]328.7[/C][C]306.9885429463[/C][C]21.7114570537004[/C][/ROW]
[ROW][C]243[/C][C]292.9[/C][C]329.243037633649[/C][C]-36.3430376336489[/C][/ROW]
[ROW][C]244[/C][C]249.1[/C][C]291.845298879513[/C][C]-42.7452988795129[/C][/ROW]
[ROW][C]245[/C][C]230.4[/C][C]246.166099312725[/C][C]-15.7660993127247[/C][/ROW]
[ROW][C]246[/C][C]361.5[/C][C]226.772978717594[/C][C]134.727021282406[/C][/ROW]
[ROW][C]247[/C][C]321.7[/C][C]363.795944907214[/C][C]-42.0959449072142[/C][/ROW]
[ROW][C]248[/C][C]277.2[/C][C]322.145292706696[/C][C]-44.945292706696[/C][/ROW]
[ROW][C]249[/C][C]260.7[/C][C]275.669375429297[/C][C]-14.9693754292974[/C][/ROW]
[ROW][C]250[/C][C]251[/C][C]258.511280982441[/C][C]-7.51128098244095[/C][/ROW]
[ROW][C]251[/C][C]257.6[/C][C]248.481064646651[/C][C]9.11893535334872[/C][/ROW]
[ROW][C]252[/C][C]241.8[/C][C]255.481957839933[/C][C]-13.6819578399329[/C][/ROW]
[ROW][C]253[/C][C]287.5[/C][C]239.080461770901[/C][C]48.4195382290989[/C][/ROW]
[ROW][C]254[/C][C]292.3[/C][C]286.909116328229[/C][C]5.39088367177123[/C][/ROW]
[ROW][C]255[/C][C]274.7[/C][C]291.946114232704[/C][C]-17.2461142327037[/C][/ROW]
[ROW][C]256[/C][C]254.2[/C][C]273.587928157406[/C][C]-19.3879281574061[/C][/ROW]
[ROW][C]257[/C][C]230[/C][C]252.235582118207[/C][C]-22.2355821182074[/C][/ROW]
[ROW][C]258[/C][C]339[/C][C]227.058045467882[/C][C]111.941954532118[/C][/ROW]
[ROW][C]259[/C][C]318.2[/C][C]340.979318168657[/C][C]-22.7793181686567[/C][/ROW]
[ROW][C]260[/C][C]287[/C][C]319.17787740309[/C][C]-32.1778774030901[/C][/ROW]
[ROW][C]261[/C][C]295.8[/C][C]286.563250418109[/C][C]9.23674958189122[/C][/ROW]
[ROW][C]262[/C][C]284[/C][C]295.769323045224[/C][C]-11.7693230452238[/C][/ROW]
[ROW][C]263[/C][C]271[/C][C]283.451911602381[/C][C]-12.4519116023815[/C][/ROW]
[ROW][C]264[/C][C]262.7[/C][C]269.904491710551[/C][C]-7.20449171055111[/C][/ROW]
[ROW][C]265[/C][C]340.6[/C][C]261.287762665339[/C][C]79.3122373346607[/C][/ROW]
[ROW][C]266[/C][C]379.4[/C][C]342.674544275182[/C][C]36.7254557248182[/C][/ROW]
[ROW][C]267[/C][C]373.3[/C][C]383.089095168432[/C][C]-9.78909516843225[/C][/ROW]
[ROW][C]268[/C][C]355.2[/C][C]376.558739927459[/C][C]-21.3587399274591[/C][/ROW]
[ROW][C]269[/C][C]338.4[/C][C]357.519751644047[/C][C]-19.1197516440466[/C][/ROW]
[ROW][C]270[/C][C]466.9[/C][C]339.87919537357[/C][C]127.02080462643[/C][/ROW]
[ROW][C]271[/C][C]451[/C][C]473.963375325145[/C][C]-22.9633753251451[/C][/ROW]
[ROW][C]272[/C][C]422[/C][C]457.053842906513[/C][C]-35.0538429065126[/C][/ROW]
[ROW][C]273[/C][C]429.2[/C][C]426.51278065801[/C][C]2.6872193419901[/C][/ROW]
[ROW][C]274[/C][C]425.9[/C][C]433.830918127058[/C][C]-7.93091812705802[/C][/ROW]
[ROW][C]275[/C][C]460.7[/C][C]430.182253401362[/C][C]30.5177465986376[/C][/ROW]
[ROW][C]276[/C][C]463.6[/C][C]466.323896522146[/C][C]-2.72389652214548[/C][/ROW]
[ROW][C]277[/C][C]541.4[/C][C]469.104146624529[/C][C]72.2958533754706[/C][/ROW]
[ROW][C]278[/C][C]544.2[/C][C]550.082468917391[/C][C]-5.8824689173905[/C][/ROW]
[ROW][C]279[/C][C]517.5[/C][C]552.623859588857[/C][C]-35.1238595888569[/C][/ROW]
[ROW][C]280[/C][C]469.4[/C][C]524.379719216617[/C][C]-54.9797192166171[/C][/ROW]
[ROW][C]281[/C][C]439.4[/C][C]473.862661265397[/C][C]-34.4626612653969[/C][/ROW]
[ROW][C]282[/C][C]549[/C][C]442.34758896931[/C][C]106.65241103069[/C][/ROW]
[ROW][C]283[/C][C]533[/C][C]556.63631895505[/C][C]-23.6363189550501[/C][/ROW]
[ROW][C]284[/C][C]506.1[/C][C]539.597202104657[/C][C]-33.4972021046568[/C][/ROW]
[ROW][C]285[/C][C]484[/C][C]511.22457401844[/C][C]-27.2245740184404[/C][/ROW]
[ROW][C]286[/C][C]457[/C][C]487.927707718695[/C][C]-30.9277077186946[/C][/ROW]
[ROW][C]287[/C][C]481.5[/C][C]459.568041592355[/C][C]21.9319584076447[/C][/ROW]
[ROW][C]288[/C][C]469.5[/C][C]485.032230118786[/C][C]-15.5322301187857[/C][/ROW]
[ROW][C]289[/C][C]544.7[/C][C]472.34939104933[/C][C]72.3506089506697[/C][/ROW]
[ROW][C]290[/C][C]541.2[/C][C]550.730120546162[/C][C]-9.53012054616227[/C][/ROW]
[ROW][C]291[/C][C]521.5[/C][C]546.811150533758[/C][C]-25.3111505337578[/C][/ROW]
[ROW][C]292[/C][C]469.7[/C][C]525.998403533157[/C][C]-56.2984035331572[/C][/ROW]
[ROW][C]293[/C][C]434.4[/C][C]471.723372633769[/C][C]-37.323372633769[/C][/ROW]
[ROW][C]294[/C][C]542.6[/C][C]434.782535687415[/C][C]107.817464312585[/C][/ROW]
[ROW][C]295[/C][C]517.3[/C][C]547.722484583304[/C][C]-30.4224845833045[/C][/ROW]
[ROW][C]296[/C][C]485.7[/C][C]521.085029439741[/C][C]-35.3850294397408[/C][/ROW]
[ROW][C]297[/C][C]465.8[/C][C]487.929407330714[/C][C]-22.1294073307135[/C][/ROW]
[ROW][C]298[/C][C]447[/C][C]467.056538412745[/C][C]-20.0565384127449[/C][/ROW]
[ROW][C]299[/C][C]426.6[/C][C]447.374798448714[/C][C]-20.7747984487142[/C][/ROW]
[ROW][C]300[/C][C]411.6[/C][C]426.061481820493[/C][C]-14.4614818204932[/C][/ROW]
[ROW][C]301[/C][C]467.5[/C][C]410.425715757685[/C][C]57.074284242315[/C][/ROW]
[ROW][C]302[/C][C]484.5[/C][C]468.834856482732[/C][C]15.6651435172676[/C][/ROW]
[ROW][C]303[/C][C]451.2[/C][C]486.523538786588[/C][C]-35.3235387865877[/C][/ROW]
[ROW][C]304[/C][C]417.4[/C][C]451.670619973871[/C][C]-34.2706199738712[/C][/ROW]
[ROW][C]305[/C][C]379.9[/C][C]416.363990335136[/C][C]-36.4639903351361[/C][/ROW]
[ROW][C]306[/C][C]484.7[/C][C]377.260934171362[/C][C]107.439065828638[/C][/ROW]
[ROW][C]307[/C][C]455[/C][C]486.784247641[/C][C]-31.7842476410004[/C][/ROW]
[ROW][C]308[/C][C]420.8[/C][C]455.686925690673[/C][C]-34.8869256906727[/C][/ROW]
[ROW][C]309[/C][C]416.5[/C][C]419.95320157684[/C][C]-3.45320157684023[/C][/ROW]
[ROW][C]310[/C][C]376.3[/C][C]415.501389445978[/C][C]-39.2013894459782[/C][/ROW]
[ROW][C]311[/C][C]405.6[/C][C]373.577989774075[/C][C]32.0220102259255[/C][/ROW]
[ROW][C]312[/C][C]405.8[/C][C]404.285764414132[/C][C]1.51423558586816[/C][/ROW]
[ROW][C]313[/C][C]500.8[/C][C]404.55233432782[/C][C]96.2476656721801[/C][/ROW]
[ROW][C]314[/C][C]514[/C][C]503.783643416227[/C][C]10.2163565837735[/C][/ROW]
[ROW][C]315[/C][C]475.5[/C][C]517.432782230778[/C][C]-41.9327822307778[/C][/ROW]
[ROW][C]316[/C][C]430.1[/C][C]477.089303105169[/C][C]-46.9893031051686[/C][/ROW]
[ROW][C]317[/C][C]414.4[/C][C]429.623525572818[/C][C]-15.2235255728179[/C][/ROW]
[ROW][C]318[/C][C]538[/C][C]413.254257994597[/C][C]124.745742005403[/C][/ROW]
[ROW][C]319[/C][C]526[/C][C]542.338420007266[/C][C]-16.3384200072663[/C][/ROW]
[ROW][C]320[/C][C]488.5[/C][C]529.620138638216[/C][C]-41.1201386382156[/C][/ROW]
[ROW][C]321[/C][C]520.2[/C][C]490.312385534581[/C][C]29.8876144654186[/C][/ROW]
[ROW][C]322[/C][C]504.4[/C][C]523.326326333406[/C][C]-18.9263263334063[/C][/ROW]
[ROW][C]323[/C][C]568.5[/C][C]506.694273565524[/C][C]61.8057264344755[/C][/ROW]
[ROW][C]324[/C][C]610.6[/C][C]573.511421354527[/C][C]37.0885786454735[/C][/ROW]
[ROW][C]325[/C][C]818[/C][C]617.241936118731[/C][C]200.758063881269[/C][/ROW]
[ROW][C]326[/C][C]830.9[/C][C]833.467806484928[/C][C]-2.56780648492781[/C][/ROW]
[ROW][C]327[/C][C]835.9[/C][C]846.25491872977[/C][C]-10.3549187297697[/C][/ROW]
[ROW][C]328[/C][C]782[/C][C]850.799688346518[/C][C]-68.7996883465183[/C][/ROW]
[ROW][C]329[/C][C]762.3[/C][C]793.875066974695[/C][C]-31.5750669746952[/C][/ROW]
[ROW][C]330[/C][C]856.9[/C][C]772.786941175238[/C][C]84.113058824762[/C][/ROW]
[ROW][C]331[/C][C]820.9[/C][C]871.08477995162[/C][C]-50.1847799516207[/C][/ROW]
[ROW][C]332[/C][C]769.6[/C][C]832.878520568331[/C][C]-63.2785205683309[/C][/ROW]
[ROW][C]333[/C][C]752.2[/C][C]778.796624744554[/C][C]-26.5966247445541[/C][/ROW]
[ROW][C]334[/C][C]724.4[/C][C]760.227364802335[/C][C]-35.8273648023352[/C][/ROW]
[ROW][C]335[/C][C]723.1[/C][C]730.852296428021[/C][C]-7.75229642802117[/C][/ROW]
[ROW][C]336[/C][C]719.5[/C][C]729.211484397903[/C][C]-9.71148439790272[/C][/ROW]
[ROW][C]337[/C][C]817.4[/C][C]725.184541137432[/C][C]92.2154588625679[/C][/ROW]
[ROW][C]338[/C][C]803.3[/C][C]827.13858345058[/C][C]-23.8385834505805[/C][/ROW]
[ROW][C]339[/C][C]752.5[/C][C]811.99057450299[/C][C]-59.4905745029895[/C][/ROW]
[ROW][C]340[/C][C]689[/C][C]758.575207087987[/C][C]-69.5752070879875[/C][/ROW]
[ROW][C]341[/C][C]630.4[/C][C]692.016491803589[/C][C]-61.6164918035889[/C][/ROW]
[ROW][C]342[/C][C]765.5[/C][C]630.707663283505[/C][C]134.792336716495[/C][/ROW]
[ROW][C]343[/C][C]757.7[/C][C]771.733500917206[/C][C]-14.0335009172064[/C][/ROW]
[ROW][C]344[/C][C]732.2[/C][C]763.316550058623[/C][C]-31.1165500586227[/C][/ROW]
[ROW][C]345[/C][C]702.6[/C][C]736.448581909542[/C][C]-33.848581909542[/C][/ROW]
[ROW][C]346[/C][C]683.3[/C][C]705.360506211672[/C][C]-22.0605062116716[/C][/ROW]
[ROW][C]347[/C][C]709.5[/C][C]685.090666374244[/C][C]24.4093336257561[/C][/ROW]
[ROW][C]348[/C][C]702.2[/C][C]712.363767051453[/C][C]-10.163767051453[/C][/ROW]
[ROW][C]349[/C][C]784.8[/C][C]704.616940215738[/C][C]80.1830597842619[/C][/ROW]
[ROW][C]350[/C][C]810.9[/C][C]790.742005548304[/C][C]20.157994451696[/C][/ROW]
[ROW][C]351[/C][C]755.6[/C][C]817.728205795674[/C][C]-62.1282057956744[/C][/ROW]
[ROW][C]352[/C][C]656.8[/C][C]759.696880937106[/C][C]-102.896880937106[/C][/ROW]
[ROW][C]353[/C][C]615.1[/C][C]656.37325426588[/C][C]-41.27325426588[/C][/ROW]
[ROW][C]354[/C][C]745.3[/C][C]612.85876978292[/C][C]132.44123021708[/C][/ROW]
[ROW][C]355[/C][C]694.1[/C][C]748.881246382051[/C][C]-54.781246382051[/C][/ROW]
[ROW][C]356[/C][C]675.7[/C][C]695.272913836303[/C][C]-19.5729138363027[/C][/ROW]
[ROW][C]357[/C][C]643.7[/C][C]676.012435323668[/C][C]-32.3124353236682[/C][/ROW]
[ROW][C]358[/C][C]622.1[/C][C]642.591892806624[/C][C]-20.4918928066239[/C][/ROW]
[ROW][C]359[/C][C]634.6[/C][C]620.091013479673[/C][C]14.5089865203267[/C][/ROW]
[ROW][C]360[/C][C]588[/C][C]633.228867978255[/C][C]-45.2288679782555[/C][/ROW]
[ROW][C]361[/C][C]689.7[/C][C]584.640483960854[/C][C]105.059516039146[/C][/ROW]
[ROW][C]362[/C][C]673.9[/C][C]690.959185951551[/C][C]-17.0591859515513[/C][/ROW]
[ROW][C]363[/C][C]647.9[/C][C]674.409217751767[/C][C]-26.5092177517669[/C][/ROW]
[ROW][C]364[/C][C]568.8[/C][C]647.243800458618[/C][C]-78.4438004586176[/C][/ROW]
[ROW][C]365[/C][C]545.7[/C][C]564.695197695199[/C][C]-18.9951976951986[/C][/ROW]
[ROW][C]366[/C][C]632.6[/C][C]540.760117154986[/C][C]91.8398828450145[/C][/ROW]
[ROW][C]367[/C][C]643.8[/C][C]631.69764812518[/C][C]12.1023518748203[/C][/ROW]
[ROW][C]368[/C][C]593.1[/C][C]643.429700420904[/C][C]-50.3297004209041[/C][/ROW]
[ROW][C]369[/C][C]579.7[/C][C]590.517069939734[/C][C]-10.8170699397339[/C][/ROW]
[ROW][C]370[/C][C]546[/C][C]576.641522132665[/C][C]-30.6415221326649[/C][/ROW]
[ROW][C]371[/C][C]562.9[/C][C]541.59443750285[/C][C]21.30556249715[/C][/ROW]
[ROW][C]372[/C][C]572.5[/C][C]559.431087961832[/C][C]13.0689120381679[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147982&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147982&T=2

As an alternative you can also use a QR Code:  

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

Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
3264.6326.3-61.6999999999999
4240.7307.487500232537-66.7875002325366
5201.4280.651340121512-79.2513401215118
6240.8237.8672357187442.93276428125586
7241.1277.39616801098-36.2961680109797
8223.8276.100489772899-52.3004897728986
9206.1256.501218033073-50.4012180330735
10174.7236.58544344321-61.8854434432099
11203.3202.4647910777470.8352089222534
12220.5231.101509132972-10.6015091329718
13299.5247.83543796509651.6645620349041
14347.4329.10675259241818.2932474075819
15338.3377.810973489326-39.5109734893259
16327.7366.973963661092-39.2739636610917
17351.6354.647373429356-3.04737342935618
18396.6378.41340260733818.1865973926617
19438.8424.212934879614.5870651203999
20395.6467.054221925744-71.4542219257436
21363.5420.712900039879-57.2129000398788
22378.8386.097665387463-7.29766538746253
23357401.076840174067-44.0768401740668
24369377.339102431398-8.3391024313977
25464.8388.97249281379675.827507186204
26479.1488.106076211039-9.00607621103939
27431.3502.010144612527-70.7101446125272
28366.5451.10153438856-84.6015343885598
29326.3382.582220898187-56.2822208981867
30355.1339.90790143143415.1920985685663
31331.6369.375787393095-37.7757873930953
32261.3344.215061063768-82.9150610637676
33249270.269889526414-21.2698895264144
34205.5257.034807348224-51.5348073482236
35235.6211.26919708974224.3308029102583
36240.9242.438845343166-1.53884534316597
37264.9247.67119351763117.2288064823688
38253.8272.428618697163-18.6286186971627
39232.3260.509653966462-28.2096539664622
40193.8237.769480873687-43.9694808736866
41177197.336462937781-20.3364629377812
42213.2179.64241673049233.5575832695082
43207.2217.317699336897-10.1176993368965
44180.6210.872897763175-30.2728977631754
45188.6182.9420188629645.65798113703627
46175.4191.190759098272-15.790759098272
47199177.29655439191721.7034456080835
48179.6201.850696874333-22.2506968743328
49225.8181.4724957382344.3275042617698
50234229.6212533557714.37874664422864
51200.2238.01375496443-37.8137549644302
52183.6202.55135947743-18.9513594774296
53178.2185.118206184469-6.9182061844694
54203.2179.41406302941923.7859369705814
55208.5205.4597574945983.04024250540152
56191.8210.89341482181-19.0934148218097
57172.8193.35401638965-20.5540163896502
58148173.450405941071-25.4504059410706
59159.4147.53153689411711.8684631058825
60154.5159.453306803596-4.95330680359649
61213.2154.33554596805558.8644540319453
62196.4215.623387424676-19.2233874246756
63182.8197.978275043488-15.1782750434878
64176.4183.710996801576-7.31099680157598
65153.6176.989585502967-23.3895855029666
66173.2153.16131572601620.0386842739842
67171173.64227077356-2.64227077355963
68151.2171.326109365799-20.1261093657986
69161.9150.64131087350211.2586891264976
70157.2161.836273460821-4.63627346082123
71201.7156.93245027306844.767549726932
72236.4203.40055348577832.999446514222
73356.1239.5512988828116.5487011172
74398.3364.37509668958433.924903310416
75403.7408.066527683761-4.36652768376103
76384.6413.274563253829-28.6745632538286
77365.8392.913951484653-27.1139514846532
78368.1372.921948452285-4.82194845228469
79367.9375.009962487041-7.10996248704095
80347374.497389203528-27.4973892035275
81343.3352.388529206438-9.08852920643807
82292.9348.288972750052-55.3889727500516
83311.5295.45392290070716.046077099293
84300.9314.759352080618-13.8593520806185
85366.9303.55005727841663.3499427215837
86356.9372.335093014253-15.435093014253
87329.7361.656524356037-31.9565243560368
88316.2333.051628652881-16.8516286528813
89269318.810785236312-49.8107852363121
90289.3269.4209676776319.8790323223698
91266.2290.594903991274-24.3949039912741
92253.6266.422437680032-12.8224376800323
93233.8253.258728454337-19.4587284543369
94228.4232.603269841573-4.20326984157316
95253.6227.01848267029526.5815173297048
96260.1253.3870784494796.71292155052092
97306.6260.18219673383546.4178032661645
98309.2308.7228495793080.477150420692283
99309.5311.343826409213-1.84382640921325
100271311.562766786746-40.562766786746
101279.9271.2795172652438.62048273475682
102317.9280.55849712607737.341502873923
103298.4320.200131127086-21.800131127086
104246.7299.741738086358-53.0417380863584
105227.3245.709879055157-18.4098790551573
106209.1225.500530713891-16.4005307138908
107259.9206.57951878929353.3204812107074
108266259.7236321261666.27636787383409
109320.6266.09955832386954.5004416761308
110308.5323.095545931214-14.5955459312138
111282.2310.353886045567-28.1538860455668
112262.7282.816164662231-20.1161646622314
113263.5262.4318033661451.06819663385545
114313.1263.27876419468549.8212358053152
115284.3315.069041188796-30.7690411887961
116252.6284.916350474539-32.3163504745386
117250.3251.795635836817-1.49563583681649
118246.5249.429883618671-2.92988361867106
119312.7245.50107796819667.1989220318045
120333.2314.65532530020618.5446746997937
121446.4335.970599624532110.429400375468
122511.6454.02537633181857.5746236681817
123515.5521.756513338492-6.25651333849169
124506.4525.381460000148-18.9814600001482
125483.2515.446983406363-32.2469834063634
126522.3490.82931833357331.4706816664268
127509.8531.312855071046-21.5128550710463
128460.7517.86709146687-57.16709146687
129405.8466.253870683881-60.4538706838805
130375408.696154149484-33.6961541494836
131378.5376.4147795904092.08522040959082
132406.8380.00645154950426.7935484504964
133467.8409.48436879328858.315631206712
134469.8473.048082506216-3.24808250621646
135429.8474.905287967435-45.1052879674351
136355.8432.922336863334-77.122336863334
137332.7355.531829232734-22.8318292327338
138378331.42807993800846.5719200619917
139360.5378.775508176882-18.2755081768816
140334.7360.47206714479-25.7720671447897
141319.5333.539056996697-14.0390569966974
142323.1317.7218618777525.37813812224829
143363.6321.55829945321342.0417005467866
144352.1363.906566924152-11.8065669241523
145411.9351.88751813912360.012481860877
146388.6414.325830020688-25.7258300206876
147416.4389.89485258229326.5051474177066
148360.7418.86009093249-58.1600909324898
149338360.603215192943-22.603215192943
150417.2336.90951639302880.2904836069724
151388.4419.639304368934-31.2393043689343
152371.1389.465939606593-18.365939606593
153331.5371.35852296296-39.8585229629604
154353.7330.00623391484923.6937660851509
155396.7353.24787629728543.4521237027148
156447398.15814980521748.8418501947828
157533.5450.60537034485882.894629655142
158565.4540.74964366193324.6503563380668
159542.3573.733340352936-31.4333403529364
160488.7549.251445241138-60.5514452411383
161467.1492.989439063891-25.889439063891
162531.3470.25126892709161.048731072909
163496.1537.135137141665-41.0351371416647
164444500.131120934945-56.1311209349452
165403.4445.56344423343-42.1634442334297
166386.3403.109824578995-16.8098245789947
167394.1385.2708189831828.82918101681764
168404.1393.45897378796410.6410262120363
169462.1403.92678223408658.1732177659143
170448.1464.484235064923-16.3842350649227
171432.3449.763939541362-17.4639395413624
172386.3433.196177273211-46.896177273211
173395.2385.1344938056510.06550619435
174421.9394.47700082690727.4229991730926
175382.9422.382590435986-39.4825904359862
176384.2381.6468284039532.55317159604732
177345.5383.059072769602-37.5590727696022
178323.4342.707873804388-19.3078738043884
179372.6319.75904717222352.8409528277772
180376371.2820791375054.71792086249525
181462.7374.88949176704287.8105082329583
182487465.44988047308321.5501195269171
183444.2490.697282324065-46.4972823240647
184399.3445.853135363097-46.5531353630969
185394.9398.906532950664-4.00653295066434
186455.4394.33039486805561.0696051319453
187414457.515180763022-43.515180763022
188375.5414.202135095261-38.7021350952615
189347374.00068400213-27.0006840021296
190339.4344.313660516277-4.91366051627665
191385.8336.49764263932749.3023573606731
192378.8385.065108326138-6.26510832613775
193451.8377.78967712876774.0103228712331
194446.1454.043372162448-7.94337216244782
195422.5447.994159923493-25.494159923493
196383.1423.273367332502-40.1733673325019
197352.8382.107236869817-29.3072368698174
198445.3350.51881104819194.7811889518095
199367.5447.185649832497-79.6856498324967
200355.1365.88245199391-10.7824519939096
201326.2353.008426085868-26.8084260858681
202319.8322.929854780779-3.12985478077923
203331.8316.39225785427915.4077421457209
204340.9329.06962409394511.8303759060547
205394.1338.68971958655855.4102804134424
206417.2394.32570617872222.8742938212779
207369.9418.431322332225-48.5313223322246
208349.2368.997753441773-19.7977534417732
209321.4347.427390368724-26.0273903687245
210405.7318.48315551746387.2168444825372
211342.9406.617445150814-63.7174451508141
212316.5341.016253008919-24.5162530089186
213284.2313.538451864903-29.338451864903
214270.9279.948653747216-9.04865374721601
215288.8266.25085032444222.5491496755585
216278.8285.142172257204-6.3421722572042
217324.4274.8633531198849.5366468801196
218310.9322.641118811019-11.7411188110189
219299308.624947303002-9.62494730300182
220273296.301808448525-23.3018084485247
221279.3269.2773975895610.0226024104397
222359.2276.01801844381883.181981556182
223305359.574924531797-54.5749245317968
224282.1302.975662455592-20.875662455592
225250.3279.157911571371-28.8579115713709
226246.5246.0892393116170.410760688383107
227257.9242.30729746837115.5927025316291
228266.5254.39279506952412.1072049304756
229315.9263.52506071877252.3749392812284
230318.4315.2276054614173.17239453858269
231295.4317.86707255134-22.4670725513396
232266.4293.879358952132-27.4793589521323
233245.8263.67129161392-17.8712916139199
234362.8242.285621041035120.514378958965
235324.9364.583760828752-39.6837608287525
236294.2324.939154799254-30.7391547992538
237289.5292.887777971944-3.38777797194427
238295.2288.0388420406467.16115795935423
239290.3294.053666016327-3.75366601632675
240272288.988644651717-16.988644651717
241307.4269.94177763928137.458222360719
242328.7306.988542946321.7114570537004
243292.9329.243037633649-36.3430376336489
244249.1291.845298879513-42.7452988795129
245230.4246.166099312725-15.7660993127247
246361.5226.772978717594134.727021282406
247321.7363.795944907214-42.0959449072142
248277.2322.145292706696-44.945292706696
249260.7275.669375429297-14.9693754292974
250251258.511280982441-7.51128098244095
251257.6248.4810646466519.11893535334872
252241.8255.481957839933-13.6819578399329
253287.5239.08046177090148.4195382290989
254292.3286.9091163282295.39088367177123
255274.7291.946114232704-17.2461142327037
256254.2273.587928157406-19.3879281574061
257230252.235582118207-22.2355821182074
258339227.058045467882111.941954532118
259318.2340.979318168657-22.7793181686567
260287319.17787740309-32.1778774030901
261295.8286.5632504181099.23674958189122
262284295.769323045224-11.7693230452238
263271283.451911602381-12.4519116023815
264262.7269.904491710551-7.20449171055111
265340.6261.28776266533979.3122373346607
266379.4342.67454427518236.7254557248182
267373.3383.089095168432-9.78909516843225
268355.2376.558739927459-21.3587399274591
269338.4357.519751644047-19.1197516440466
270466.9339.87919537357127.02080462643
271451473.963375325145-22.9633753251451
272422457.053842906513-35.0538429065126
273429.2426.512780658012.6872193419901
274425.9433.830918127058-7.93091812705802
275460.7430.18225340136230.5177465986376
276463.6466.323896522146-2.72389652214548
277541.4469.10414662452972.2958533754706
278544.2550.082468917391-5.8824689173905
279517.5552.623859588857-35.1238595888569
280469.4524.379719216617-54.9797192166171
281439.4473.862661265397-34.4626612653969
282549442.34758896931106.65241103069
283533556.63631895505-23.6363189550501
284506.1539.597202104657-33.4972021046568
285484511.22457401844-27.2245740184404
286457487.927707718695-30.9277077186946
287481.5459.56804159235521.9319584076447
288469.5485.032230118786-15.5322301187857
289544.7472.3493910493372.3506089506697
290541.2550.730120546162-9.53012054616227
291521.5546.811150533758-25.3111505337578
292469.7525.998403533157-56.2984035331572
293434.4471.723372633769-37.323372633769
294542.6434.782535687415107.817464312585
295517.3547.722484583304-30.4224845833045
296485.7521.085029439741-35.3850294397408
297465.8487.929407330714-22.1294073307135
298447467.056538412745-20.0565384127449
299426.6447.374798448714-20.7747984487142
300411.6426.061481820493-14.4614818204932
301467.5410.42571575768557.074284242315
302484.5468.83485648273215.6651435172676
303451.2486.523538786588-35.3235387865877
304417.4451.670619973871-34.2706199738712
305379.9416.363990335136-36.4639903351361
306484.7377.260934171362107.439065828638
307455486.784247641-31.7842476410004
308420.8455.686925690673-34.8869256906727
309416.5419.95320157684-3.45320157684023
310376.3415.501389445978-39.2013894459782
311405.6373.57798977407532.0220102259255
312405.8404.2857644141321.51423558586816
313500.8404.5523343278296.2476656721801
314514503.78364341622710.2163565837735
315475.5517.432782230778-41.9327822307778
316430.1477.089303105169-46.9893031051686
317414.4429.623525572818-15.2235255728179
318538413.254257994597124.745742005403
319526542.338420007266-16.3384200072663
320488.5529.620138638216-41.1201386382156
321520.2490.31238553458129.8876144654186
322504.4523.326326333406-18.9263263334063
323568.5506.69427356552461.8057264344755
324610.6573.51142135452737.0885786454735
325818617.241936118731200.758063881269
326830.9833.467806484928-2.56780648492781
327835.9846.25491872977-10.3549187297697
328782850.799688346518-68.7996883465183
329762.3793.875066974695-31.5750669746952
330856.9772.78694117523884.113058824762
331820.9871.08477995162-50.1847799516207
332769.6832.878520568331-63.2785205683309
333752.2778.796624744554-26.5966247445541
334724.4760.227364802335-35.8273648023352
335723.1730.852296428021-7.75229642802117
336719.5729.211484397903-9.71148439790272
337817.4725.18454113743292.2154588625679
338803.3827.13858345058-23.8385834505805
339752.5811.99057450299-59.4905745029895
340689758.575207087987-69.5752070879875
341630.4692.016491803589-61.6164918035889
342765.5630.707663283505134.792336716495
343757.7771.733500917206-14.0335009172064
344732.2763.316550058623-31.1165500586227
345702.6736.448581909542-33.848581909542
346683.3705.360506211672-22.0605062116716
347709.5685.09066637424424.4093336257561
348702.2712.363767051453-10.163767051453
349784.8704.61694021573880.1830597842619
350810.9790.74200554830420.157994451696
351755.6817.728205795674-62.1282057956744
352656.8759.696880937106-102.896880937106
353615.1656.37325426588-41.27325426588
354745.3612.85876978292132.44123021708
355694.1748.881246382051-54.781246382051
356675.7695.272913836303-19.5729138363027
357643.7676.012435323668-32.3124353236682
358622.1642.591892806624-20.4918928066239
359634.6620.09101347967314.5089865203267
360588633.228867978255-45.2288679782555
361689.7584.640483960854105.059516039146
362673.9690.959185951551-17.0591859515513
363647.9674.409217751767-26.5092177517669
364568.8647.243800458618-78.4438004586176
365545.7564.695197695199-18.9951976951986
366632.6540.76011715498691.8398828450145
367643.8631.6976481251812.1023518748203
368593.1643.429700420904-50.3297004209041
369579.7590.517069939734-10.8170699397339
370546576.641522132665-30.6415221326649
371562.9541.5944375028521.30556249715
372572.5559.43108796183213.0689120381679







Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
373569.605632870495482.369788627267656.841477113724
374566.711265740991440.600148292308692.822383189674
375563.816898611486405.984137005413721.64966021756
376560.922531481982374.747858222753747.09720474121
377558.028164352477345.465431750268770.590896954686
378555.133797222973317.423225336792.844369109946
379552.239430093468290.207700304992814.271159881944
380549.345062963964263.556214432631835.133911495296
381546.450695834459237.291112544819855.610279124099
382543.556328704954211.286574187579875.82608322233
383540.66196157545185.450323544369895.873599606531
384537.767594445945159.712812194612915.82237669728

\begin{tabular}{lllllllll}
\hline
Extrapolation Forecasts of Exponential Smoothing \tabularnewline
t & Forecast & 95% Lower Bound & 95% Upper Bound \tabularnewline
373 & 569.605632870495 & 482.369788627267 & 656.841477113724 \tabularnewline
374 & 566.711265740991 & 440.600148292308 & 692.822383189674 \tabularnewline
375 & 563.816898611486 & 405.984137005413 & 721.64966021756 \tabularnewline
376 & 560.922531481982 & 374.747858222753 & 747.09720474121 \tabularnewline
377 & 558.028164352477 & 345.465431750268 & 770.590896954686 \tabularnewline
378 & 555.133797222973 & 317.423225336 & 792.844369109946 \tabularnewline
379 & 552.239430093468 & 290.207700304992 & 814.271159881944 \tabularnewline
380 & 549.345062963964 & 263.556214432631 & 835.133911495296 \tabularnewline
381 & 546.450695834459 & 237.291112544819 & 855.610279124099 \tabularnewline
382 & 543.556328704954 & 211.286574187579 & 875.82608322233 \tabularnewline
383 & 540.66196157545 & 185.450323544369 & 895.873599606531 \tabularnewline
384 & 537.767594445945 & 159.712812194612 & 915.82237669728 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=147982&T=3

[TABLE]
[ROW][C]Extrapolation Forecasts of Exponential Smoothing[/C][/ROW]
[ROW][C]t[/C][C]Forecast[/C][C]95% Lower Bound[/C][C]95% Upper Bound[/C][/ROW]
[ROW][C]373[/C][C]569.605632870495[/C][C]482.369788627267[/C][C]656.841477113724[/C][/ROW]
[ROW][C]374[/C][C]566.711265740991[/C][C]440.600148292308[/C][C]692.822383189674[/C][/ROW]
[ROW][C]375[/C][C]563.816898611486[/C][C]405.984137005413[/C][C]721.64966021756[/C][/ROW]
[ROW][C]376[/C][C]560.922531481982[/C][C]374.747858222753[/C][C]747.09720474121[/C][/ROW]
[ROW][C]377[/C][C]558.028164352477[/C][C]345.465431750268[/C][C]770.590896954686[/C][/ROW]
[ROW][C]378[/C][C]555.133797222973[/C][C]317.423225336[/C][C]792.844369109946[/C][/ROW]
[ROW][C]379[/C][C]552.239430093468[/C][C]290.207700304992[/C][C]814.271159881944[/C][/ROW]
[ROW][C]380[/C][C]549.345062963964[/C][C]263.556214432631[/C][C]835.133911495296[/C][/ROW]
[ROW][C]381[/C][C]546.450695834459[/C][C]237.291112544819[/C][C]855.610279124099[/C][/ROW]
[ROW][C]382[/C][C]543.556328704954[/C][C]211.286574187579[/C][C]875.82608322233[/C][/ROW]
[ROW][C]383[/C][C]540.66196157545[/C][C]185.450323544369[/C][C]895.873599606531[/C][/ROW]
[ROW][C]384[/C][C]537.767594445945[/C][C]159.712812194612[/C][C]915.82237669728[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=147982&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=147982&T=3

As an alternative you can also use a QR Code:  

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

Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
373569.605632870495482.369788627267656.841477113724
374566.711265740991440.600148292308692.822383189674
375563.816898611486405.984137005413721.64966021756
376560.922531481982374.747858222753747.09720474121
377558.028164352477345.465431750268770.590896954686
378555.133797222973317.423225336792.844369109946
379552.239430093468290.207700304992814.271159881944
380549.345062963964263.556214432631835.133911495296
381546.450695834459237.291112544819855.610279124099
382543.556328704954211.286574187579875.82608322233
383540.66196157545185.450323544369895.873599606531
384537.767594445945159.712812194612915.82237669728



Parameters (Session):
par1 = 12 ; par2 = Double ; par3 = multiplicative ;
Parameters (R input):
par1 = 12 ; par2 = Double ; par3 = multiplicative ;
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')