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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_exponentialsmoothing.wasp
Title produced by softwareExponential Smoothing
Date of computationThu, 20 Dec 2012 14:28:59 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Dec/20/t1356031861kjncphott06flyu.htm/, Retrieved Mon, 29 Apr 2024 00:35:40 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=203047, Retrieved Mon, 29 Apr 2024 00:35:40 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact78

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Univariate Explorative Data Analysis] [Monthly US soldie...] [2010-11-02 12:07:39] [b98453cac15ba1066b407e146608df68]
- RMP   [Classical Decomposition] [classical decompo...] [2012-11-25 14:29:45] [76116c47d63789e66036c2bf516dd7c8]
- RMPD    [Exponential Smoothing] [smoothing modeks] [2012-11-25 15:17:01] [76116c47d63789e66036c2bf516dd7c8]
- R  D      [Exponential Smoothing] [] [2012-12-20 18:57:40] [74be16979710d4c4e7c6647856088456]
-   PD        [Exponential Smoothing] [] [2012-12-20 19:25:16] [74be16979710d4c4e7c6647856088456]
-   P             [Exponential Smoothing] [] [2012-12-20 19:28:59] [d41d8cd98f00b204e9800998ecf8427e] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
8.9634
8.9522
8.8682
8.7331
8.3188
8.3462
8.3087
8.3836
8.8412
9.5001
10.1883
10.2931
10.1945
10.3014
10.0675
9.6715
9.5019
9.4597
9.4362
9.5919
10.0167
10.322
11.166
11.5454
11.3712
11.0723
10.813
10.3016
10.4227
10.3162
10.4519
10.8567
11.2716
11.4341
12.1273
11.9814
11.8352
11.9847
11.545
11.5285
11.5539
11.622
11.6578
11.6767
11.8752
13.2643
14.2297
14.308
13.7915
13.7633
13.9775
13.6478
13.2247
13.0971
13.1039
13.206
13.7901
14.6457
15.5764
15.6102
15.8855
16.0137
15.6186
15.384
15.2751
15.0912
14.9222
15.6231
16.6737
17.6805
19.1919
19.1711
18.5658
18.1285
16.791
16.9468
17.3164
17.1816
16.7627
17.239
17.8838
18.9038
20.0274
20.0087
19.6366
19.8163
18.8602
17.9206
17.6889
17.84
17.678
17.7258
18.5865
19.9804
21.1584
21.2921
20.9445
20.5731
19.3274
17.7866
17.7483
17.5648
17.4763
17.7264
18.5736
19.9236
21.3286
20.7249
20.3334
19.7658
18.7569
17.6963
17.7978
18.1771
18.3738
18.1996
18.8443
20.1001
21.2458
20.8381
20.1967
19.8159
18.5784
19.21
19.3419
19.12
19.1563
18.9783
20.2913
22.5439
23.2821
22.6191
22.1599
21.2766
19.0846
18.9096
18.8095
20.1164
20.7762
20.9044
22.0026
23.6401
25.04
24.7185
24.1752
24.1382
22.3949
21.3743
21.4911
21.2187
21.2137
21.6735
22.5096
24.3097
25.7989
25.4376
23.878
23.6966
23.3544
21.1993
22.0431
22.0203
21.886
21.9771
23.0759
24.9859
26.2614
26.1127
25.6296
25.2926
22.8146
22.2974
22.8868
22.4612
22.3165
22.7319
23.2692
24.9432
27.8272
27.4059
26.6232
26.8779
25.105
23.601
23.5374
23.5248
22.9465
23.6633
25.5932
27.7683
29.4691
28.3472
28.3879
27.9696
26.0075
24.2533
24.4999
23.8988
23.6683
23.9427
26.0155
28.9529
30.302
29.874
28.2257
28.0811
26.3398
25.4847
25.4823
24.9697
25.2282
25.9257
28.7818
27.9552
33.3475
32.7834
31.6586
31.6613
29.1839
28.8825
27.6334
27.7511
27.3792
27.7748
31.4329
33.2735
35.0962
34.9537
31.8307
30.9984
28.629
26.4379
25.4408
24.6681
24.0994
24.6043
27.2492
29.5511
29.8522
31.6989
29.6357
30.5197
32.7823
24.9942
23.5187
24.0249
24.5692
24.402
26.7089
31.6874
32.8801
32.7906
30.8785
30.3024
28.3679
25.6578
25.1598
24.6143
24.528
25.2905
30.0016
34.2728
34.4408
34.1907
33.6636
33.9073
30.2175
28.5274
25.9505
26.2398
26.2819
26.7362
28.8395
31.0951
33.7015
33.8091
32.1126
32
29.122
26.8124
25.4654
23.8331
24.714
28.3288
29.6391
32.4542
33.5657
33.1856
33.297
33.51
31.3789
29.4555
27.2699
27.2586
27.8591
29.6362
30.9587
31.8633
33.8188
33.7531
33.6103
32.9052
29.5005
27.3634
27.2298
26.5211
26.5228
27.2991
29.1726
30.297
32.5287
32.487
32.4197
30.854
28.6995
27.7881
26.5609
25.9431
25.5578
27.1275
30.2556
34.0976
34.5614
34.2948
33.3418
31.8187
29.0818
27.3444
26.6233
26.1869
26.2953
28.7043
32.0653
34.5401
34.6636
34.2557
32.0526
30.6892
28.012
26.1528
23.2276
24.244
24.8141
27.8632
29.6233
32.4245
33.3417
33.0442
32.0526
30.2182
28.9292
26.8221
26.1032
25.9792
27.1443
29.4993
31.656
33.3665
35.0521
34.4076
33.069
31.5816
30.0695
29.0035
28.6813
28.359
30.0447
31.5073
34.16
35.57
36.42
35.12
33.14
30.29
28.2
26.5
25.47
24.96
25.6
27.76
30.13
32.35
32.8
32.54
29.78
28.79
26.8
25.41
24.34
24.39
25
26.27
27.88
29.35
29.83
29.46

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time5 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 5 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203047&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]5 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203047&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203047&T=0

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


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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time5 seconds
R Server'Gwilym Jenkins' @ jenkins.wessa.net






Estimated Parameters of Exponential Smoothing
ParameterValue
alpha0.476329705578366
beta0.00583226902366792
gamma0.787059048256216

\begin{tabular}{lllllllll}
\hline
Estimated Parameters of Exponential Smoothing \tabularnewline
Parameter & Value \tabularnewline
alpha & 0.476329705578366 \tabularnewline
beta & 0.00583226902366792 \tabularnewline
gamma & 0.787059048256216 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203047&T=1

[TABLE]
[ROW][C]Estimated Parameters of Exponential Smoothing[/C][/ROW]
[ROW][C]Parameter[/C][C]Value[/C][/ROW]
[ROW][C]alpha[/C][C]0.476329705578366[/C][/ROW]
[ROW][C]beta[/C][C]0.00583226902366792[/C][/ROW]
[ROW][C]gamma[/C][C]0.787059048256216[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203047&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203047&T=1

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


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

Estimated Parameters of Exponential Smoothing
ParameterValue
alpha0.476329705578366
beta0.00583226902366792
gamma0.787059048256216






Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
1310.19459.629373771367520.565126228632481
1410.301410.00272708958730.298672910412705
1510.06759.907190515320130.160309484679869
169.67159.600192684262860.0713073157371422
179.50199.485640240584620.0162597594153819
189.45979.454378848238490.00532115176150683
199.43629.430046854730350.00615314526965349
209.59199.496507425059830.0953925749401741
2110.01679.989765395139770.0269346048602319
2210.32210.6689062937212-0.346906293721227
2311.16611.1989869326756-0.0329869326755912
2411.545411.28780921468240.257590785317616
2511.371211.5475966827094-0.176396682709438
2611.072311.4589796199638-0.386679619963772
2710.81310.9791177783629-0.166117778362912
2810.301610.4781993129901-0.176599312990149
2910.422710.22043395467720.202266045322812
3010.316210.27134191920680.0448580807931744
3110.451910.26437277823240.187527221767622
3210.856710.45269927971680.404000720283179
3311.271611.06428941401550.207310585984477
3411.434111.6753163293582-0.241216329358149
3512.127312.3854683180792-0.258168318079164
3611.981412.4865120460467-0.505112046046674
3711.835212.2017282923085-0.366528292308509
3811.984711.93294642281170.0517535771883288
3911.54511.7511186119019-0.20611861190195
4011.528511.22500400123050.303495998769465
4111.553911.35158648473260.202313515267432
4211.62211.33715126147590.284848738524092
4311.657811.50347732749210.154322672507881
4411.676711.7652949613966-0.0885949613966055
4511.875212.0598968205952-0.184696820595162
4613.264312.29696270765890.967337292341057
4714.229713.57678357531340.652916424686619
4814.30814.0135407204530.294459279547038
4913.791514.1724732985381-0.380973298538088
5013.763314.0749076915119-0.311607691511915
5113.977513.61840423421390.359095765786126
5213.647813.57781928615660.0699807138433535
5313.224713.5570782519601-0.332378251960144
5413.097113.3260957755452-0.228995775545213
5513.103913.1965620292357-0.0926620292357363
5613.20613.2426237165744-0.0366237165743701
5713.790113.52452711565060.265572884349405
5814.645714.4542978451630.191402154836963
5915.576415.23617688272090.340223117279081
6015.610215.37662938672470.233570613275305
6115.885515.22838578242690.657114217573103
6216.013715.65697849319310.356721506806888
6315.618615.8002102307539-0.181610230753856
6415.38415.3863607103684-0.00236071036841778
6515.275115.16857554368460.10652445631543
6615.091215.193735121429-0.102535121428984
6714.922215.1854504928658-0.263250492865808
6815.623115.17769954899360.445400451006449
6916.673715.81944466558950.854255334410547
7017.680517.00637368013760.67412631986242
7119.191918.0881891034741.10371089652601
7219.171118.55913927359940.611960726400639
7318.565818.7775364095943-0.211736409594273
7418.128518.6778811181326-0.549381118132573
7516.79118.1745345751706-1.38353457517058
7616.946817.2656169481082-0.318816948108239
7717.316416.94465796274390.371742037256055
7817.181617.0134051081160.16819489188401
7916.762717.0720114140829-0.309311414082945
8017.23917.338444047844-0.0994440478439707
8117.883817.8917099067047-0.00790990670470393
8218.903818.59385992556580.309940074434166
8320.027419.67838601646760.349013983532441
8420.008719.58420159565830.42449840434173
8519.636619.37031896379120.266281036208753
8619.816319.3570307565210.459269243478992
8718.860218.9909688632289-0.130768863228869
8817.920619.1217332152506-1.20113321525055
8917.688918.6667890731234-0.977889073123421
9017.8418.0066914475159-0.16669144751588
9117.67817.705960863279-0.0279608632790413
9217.725818.190677708724-0.464877708723996
9318.586518.6043578849005-0.0178578849004687
9419.980419.42950118601440.550898813985615
9521.158420.64230409481490.516095905185093
9621.292120.65667787267490.635422127325061
9720.944520.47650015612160.467999843878374
9820.573120.6378453756735-0.0647453756735281
9919.327419.776541073742-0.449141073741966
10017.786619.3111611426841-1.52456114268413
10117.748318.7899389767934-1.04163897679344
10217.564818.4294091620754-0.864609162075372
10317.476317.8470709071887-0.370770907188717
10417.726417.9811175351567-0.254717535156662
10518.573618.6724303228626-0.0988303228625647
10619.923619.68648117890210.237118821097919
10721.328620.72766398963440.600936010365604
10820.724920.8240537330693-0.09915373306929
10920.333420.21535299926710.118047000732943
11019.765819.9798390740421-0.214039074042145
11118.756918.8779844446256-0.121084444625627
11217.696318.1155294754083-0.419229475408283
11317.797818.3128276328719-0.515027632871938
11418.177118.2705430090492-0.0934430090492384
11518.373818.2556566192510.118143380748961
11618.199618.6683608018858-0.468760801885811
11718.844319.3193148426882-0.475014842688207
11820.100120.2889434102163-0.188843410216311
11921.245821.2722960493976-0.0264960493976325
12020.838120.7746472095350.0634527904649609
12120.196720.3267484052807-0.130048405280721
12219.815919.8293239054349-0.0134239054348733
12318.578418.8550347429995-0.276634742999505
12419.2117.888865498791.32113450121003
12519.341918.87376371993140.468136280068567
12619.1219.4743777865566-0.354377786556554
12719.156319.4225112705314-0.266211270531358
12818.978319.4092735756887-0.4309735756887
12920.291320.07478987061680.216510129383174
13022.543921.49282243438641.05107756561364
13123.282123.13820571971990.143894280280083
13222.619122.7637719325874-0.144671932587364
13322.159922.14138542074280.0185145792572285
13421.276621.767608118465-0.491008118464975
13519.084620.4608341534551-1.37623415345512
13618.909619.6298615273214-0.720261527321423
13718.809519.2855725384251-0.4760725384251
13820.116419.08956349744121.02683650255878
13920.776219.72792470809391.04827529190612
14020.904420.27253509209160.631864907908355
14122.002621.71375952764940.288840472350582
14223.640123.51300104727210.127098952727877
14325.0424.3445758394240.695424160576025
14424.718524.11566314936680.602836850633174
14524.175223.92041910078990.254780899210136
14624.138223.45365720374520.684542796254796
14722.394922.34972389802470.0451761019753043
14821.374322.477870416737-1.10357041673696
14921.491122.0622738550886-0.571173855088571
15021.218722.4507682265026-1.23206822650258
15121.213722.0260716278822-0.812371627882225
15221.673521.51169352445490.161806475545131
15322.509622.5852489277214-0.075648927721371
15424.309724.14081196507390.168888034926095
15525.798925.22325077446880.575649225531187
15625.437624.89551028062680.542089719373152
15723.87824.5240925509798-0.646092550979763
15823.696623.7990621211054-0.102462121105393
15923.354422.04826143704151.30613856295848
16021.199322.2986056291484-1.09930562914841
16122.043122.099515152551-0.0564151525510397
16222.020322.4572829406797-0.43698294067968
16321.88622.582972223452-0.696972223451994
16421.977122.5240808032375-0.546980803237481
16523.075923.1591830278017-0.0832830278016559
16624.985924.80890947078460.176990529215445
16726.261426.0598922500960.201507749904039
16826.112725.53609983910140.576600160898625
16925.629624.68749043657870.942109563421312
17025.292624.94353294702250.34906705297751
17122.814623.9901341604274-1.17553416042737
17222.297422.06182014725630.235579852743683
17322.886822.9269836324203-0.0401836324203195
17422.461223.1342446551806-0.673044655180572
17522.316523.0382941810491-0.721794181049141
17622.731923.0272912360853-0.295391236085269
17723.269223.9719409295977-0.70274092959767
17824.943225.4307449389783-0.487544938978338
17927.827226.37031816568941.45688183431055
18027.405926.59760656275890.808293437241076
18126.623226.0091623260990.614037673900999
18226.877925.86274959178191.01515040821815
18325.10524.59834095367330.506659046326682
18423.60124.0576764218647-0.456676421864749
18523.537424.4822829296312-0.944882929631159
18623.524823.9980996004789-0.473299600478878
18722.946523.9780864052642-1.03158640526419
18823.663323.9952909466309-0.331990946630924
18925.593224.75453713552910.838662864470901
19027.768327.04045781544850.727842184551491
19129.469129.36795153141320.101148468586846
19228.347228.6859573226121-0.338757322612057
19328.387927.47170308758850.916196912411518
19427.969627.63600829887750.333591701122469
19526.007525.83694818220.170551817800032
19624.253324.737778945383-0.484478945383046
19724.499924.9464870877212-0.446587087721181
19823.898824.893972424939-0.995172424938978
19923.668324.3937707482777-0.725470748277729
20023.942724.8444807862001-0.901780786200089
20126.015525.81258088932810.202919110671903
20228.952927.746001712911.20689828709001
20330.30230.04071677402610.261283225973859
20429.87429.25146347471210.622536525287902
20528.225729.0127891422302-0.787089142230229
20628.081128.1213563467421-0.0402563467420549
20726.339826.07169826883690.268101731163132
20825.484724.74396423736480.74073576263519
20925.482325.5502461746277-0.0679461746277248
21024.969725.451386841879-0.481686841879036
21125.228225.3077622430438-0.0795622430437568
21225.925725.996092777663-0.0703927776630131
21328.781827.82045278144720.96134721855277
21427.955230.5359745178161-2.58077451781605
21533.347530.63328143697592.71421856302407
21632.783431.16465962872011.61874037127992
21731.658630.82561535248580.832984647514227
21831.661331.02428581940770.637014180592306
21929.183929.4368058216401-0.252905821640098
22028.882528.06673490858130.815765091418729
22127.633428.5866919976225-0.953291997622536
22227.751127.9043718132665-0.153271813266503
22327.379228.0926156501799-0.713415650179883
22427.774828.4907365133578-0.715936513357818
22531.432930.43898712182740.993912878172551
22633.273531.71633327513281.55716672486724
22735.096235.9847728236153-0.888572823615291
22834.953734.35624081335240.597459186647647
22931.830733.2117541657466-1.38105416574664
23030.998432.2737711509282-1.27537115092818
23128.62929.4019935661006-0.772993566100631
23226.437928.2166246605336-1.77872466053355
23325.440826.7563803575192-1.31558035751916
23424.668126.2149856052307-1.54688560523067
23524.099425.488427913921-1.38902791392103
23624.604325.5417053730366-0.937405373036572
23727.249228.0665888838137-0.817388883813699
23829.551128.68567117283180.865428827168174
23929.852231.58702163426-1.73482163425999
24031.698930.13596822757711.56293177242295
24129.635728.60667397711421.02902602288576
24230.519728.83770949126551.68199050873449
24332.782327.56735406671025.21494593328982
24424.994228.822015330372-3.82781533037195
24523.518726.5732433048479-3.05454330484788
24624.024925.0999889530405-1.07508895304048
24724.569224.6563300019965-0.0871300019965453
24824.40225.5126028273958-1.11060282739576
24926.708928.0006942403101-1.29179424031011
25031.687429.08231550457712.60508449542285
25132.880131.74035389059041.13974610940958
25232.790633.0254845231796-0.234884523179652
25330.878530.42253000973410.455969990265849
25430.302430.6508827349147-0.348482734914658
25528.367929.8650080498423-1.49710804984231
25625.657824.17232704255451.48547295744549
25725.159824.76477206339690.395027936603096
25824.614325.7517135975505-1.13741359755051
25924.52825.6866028634125-1.15860286341254
26025.290525.6087293904743-0.318229390474308
26130.001628.39983538100941.60176461899064
26234.272832.47418192627591.79861807372405
26334.440834.15018478493930.290615215060676
26434.190734.4679846355662-0.277284635566232
26533.663632.13316059338471.53043940661526
26633.907332.54832188945221.35897811054778
26730.217532.1136578811878-1.89615788118785
26828.527427.47040104554081.05699895445921
26925.950527.418328153444-1.46782815344404
27026.239826.8901647716637-0.650364771663668
27126.281927.0535085943215-0.771608594321471
27226.736227.5126070417817-0.776407041781688
27328.839530.8818074047264-2.04230740472638
27431.095133.2963800073389-2.20128000733894
27533.701532.42933372398321.2721662760168
27633.809132.96709579871670.842004201283338
27732.112631.90008787384580.212512126154209
2783231.60274561262810.397254387371913
27929.12229.3516109877461-0.229610987746145
28026.812426.70724322703690.105156772963142
28125.465425.1463958023260.319004197673973
28223.833125.7964904786171-1.96339047861709
28324.71425.2709931498161-0.556993149816055
28428.328825.81750158627912.51129841372089
28529.639130.227274453255-0.588174453255004
28632.454233.2693049406338-0.815104940633844
28733.565734.4983328388712-0.93263283887125
28833.185633.80664725701-0.621047257009963
28933.29731.77728789801691.5197121019831
29033.5132.17637313365351.33362686634647
29131.378930.11311942192731.26578057807269
29229.455528.3234104714311.13208952856902
29327.269927.3470954558095-0.0771954558095125
29427.258626.87389186899370.384708131006349
29527.859128.0591807336772-0.200080733677197
29629.636230.0539711656321-0.417771165632093
29730.958731.7965756377964-0.837875637796394
29831.863334.6309522670717-2.76765226707166
29933.818834.880877077543-1.06207707754302
30033.753134.2549901312807-0.501890131280739
30133.610333.16408789707980.446212102920249
30232.905232.9715189950188-0.0663189950188325
30329.500530.2059594170856-0.705459417085581
30427.363427.4092054253926-0.0458054253926043
30527.229825.35715069087821.87264930912183
30626.521125.9922557066970.528844293302985
30726.522826.9947367708277-0.47193677082775
30827.299128.7591178074658-1.46001780746584
30929.172629.8180306485655-0.645430648565544
31030.29731.9351449398479-1.63814493984789
31132.528733.4156404876455-0.886940487645489
31232.48733.0941331093994-0.607133109399349
31332.419732.33364790161680.0860520983831776
31430.85431.7470570980797-0.893057098079748
31528.699528.31075063473460.388749365265426
31627.788126.29660400762391.49149599237613
31726.560925.7613121868520.799587813148033
31825.943125.32223450103210.620865498967852
31925.557825.9471325673605-0.389332567360494
32027.127527.3349089259084-0.207408925908421
32130.255629.3209916445190.934608355481036
32234.097631.78073362663692.31686637336313
32334.561435.4648866545652-0.903486654565249
32434.294835.2609292289445-0.966129228944489
32533.341834.6242551438542-1.28245514385424
32631.818732.9875615694042-1.16886156940421
32729.081829.9527306567994-0.870930656799434
32827.344427.7941097309204-0.449709730920436
32926.623326.04463591786990.578664082130139
33026.186925.4216983107710.765201689228963
33126.295325.69442100118530.600878998814689
33228.704327.62703266218561.07726733781439
33332.065330.69749356357751.36780643642254
33434.540133.93625032485010.603849675149881
33534.663635.47534376811-0.811743768109977
33634.255735.2877224121335-1.03202241213355
33732.052634.487556612849-2.43495661284898
33830.689232.3437811521206-1.65458115212057
33928.01229.1941033782195-1.18210337821945
34026.152827.0537281257153-0.900928125715268
34123.227625.5047823456402-2.27718234564018
34224.24423.58207248798360.661927512016447
34324.814123.72125756831781.09284243168221
34427.863226.06930279138491.7938972086151
34529.623329.58760389082980.0356961091702068
34632.424531.86000389496290.564496105037062
34733.341732.77983148688240.561868513117588
34833.044233.1424581789294-0.0982581789293846
34932.052632.1981791548532-0.145579154853174
35030.218231.4622410932519-1.24404109325192
35128.929228.69969222840890.229507771591077
35226.822127.3483602151292-0.526260215129245
35326.103225.4124464559430.690753544057017
35425.979226.1248824211871-0.14568242118715
35527.144326.06478885688581.07951114311419
35629.499328.70319760608370.796102393916346
35731.65631.0265555198060.629444480194046
35833.366533.8063702163256-0.439870216325616
35935.052134.25055988787950.801540112120513
36034.407634.4597922402601-0.0521922402601405
36133.06933.5226003872809-0.453600387280893
36231.581632.1909938761108-0.609393876110815
36330.069530.3436391907877-0.274139190787693
36429.003528.44506485959110.558435140408879
36528.681327.53459741144631.14670258855368
36628.35928.12790711106050.231092888939543
36730.044728.76174127228351.28295872771652
36831.507331.39029710677540.117002893224576
36934.1633.32965207710630.830347922893672
37035.5735.7731549823104-0.203154982310359
37136.4236.8511358375616-0.431135837561641
37235.1236.1272873862051-1.00728738620513
37333.1434.5730110712064-1.4330110712064
37430.2932.7112494016535-2.42124940165354
37528.230.1345780088238-1.93457800882378
37626.527.7791733974942-1.2791733974942
37725.4726.2216860507305-0.751686050730459
37824.9625.5139134343944-0.553913434394357
37925.626.1857351607658-0.585735160765751
38027.7627.41679844816290.343201551837151
38130.1329.73172041861350.398279581386493
38232.3531.5160580031050.833941996894968
38332.832.9695652836361-0.169565283636132
38432.5432.10906180920230.430938190797747
38529.7831.0446019864125-1.26460198641252
38628.7928.8364276243664-0.0464276243664337
38726.827.5788188700187-0.778818870018679
38825.4126.0345569337433-0.624556933743349
38924.3424.9985993894524-0.658599389452377
39024.3924.4092468127578-0.019246812757828
3912525.3166821029955-0.316682102995458
39226.2727.0535724388792-0.783572438879169
39327.8828.8461481905897-0.966148190589735
39429.3530.1480089558361-0.79800895583606
39529.8330.393909102959-0.563909102959027
39629.4629.5753201969181-0.115320196918113

\begin{tabular}{lllllllll}
\hline
Interpolation Forecasts of Exponential Smoothing \tabularnewline
t & Observed & Fitted & Residuals \tabularnewline
13 & 10.1945 & 9.62937377136752 & 0.565126228632481 \tabularnewline
14 & 10.3014 & 10.0027270895873 & 0.298672910412705 \tabularnewline
15 & 10.0675 & 9.90719051532013 & 0.160309484679869 \tabularnewline
16 & 9.6715 & 9.60019268426286 & 0.0713073157371422 \tabularnewline
17 & 9.5019 & 9.48564024058462 & 0.0162597594153819 \tabularnewline
18 & 9.4597 & 9.45437884823849 & 0.00532115176150683 \tabularnewline
19 & 9.4362 & 9.43004685473035 & 0.00615314526965349 \tabularnewline
20 & 9.5919 & 9.49650742505983 & 0.0953925749401741 \tabularnewline
21 & 10.0167 & 9.98976539513977 & 0.0269346048602319 \tabularnewline
22 & 10.322 & 10.6689062937212 & -0.346906293721227 \tabularnewline
23 & 11.166 & 11.1989869326756 & -0.0329869326755912 \tabularnewline
24 & 11.5454 & 11.2878092146824 & 0.257590785317616 \tabularnewline
25 & 11.3712 & 11.5475966827094 & -0.176396682709438 \tabularnewline
26 & 11.0723 & 11.4589796199638 & -0.386679619963772 \tabularnewline
27 & 10.813 & 10.9791177783629 & -0.166117778362912 \tabularnewline
28 & 10.3016 & 10.4781993129901 & -0.176599312990149 \tabularnewline
29 & 10.4227 & 10.2204339546772 & 0.202266045322812 \tabularnewline
30 & 10.3162 & 10.2713419192068 & 0.0448580807931744 \tabularnewline
31 & 10.4519 & 10.2643727782324 & 0.187527221767622 \tabularnewline
32 & 10.8567 & 10.4526992797168 & 0.404000720283179 \tabularnewline
33 & 11.2716 & 11.0642894140155 & 0.207310585984477 \tabularnewline
34 & 11.4341 & 11.6753163293582 & -0.241216329358149 \tabularnewline
35 & 12.1273 & 12.3854683180792 & -0.258168318079164 \tabularnewline
36 & 11.9814 & 12.4865120460467 & -0.505112046046674 \tabularnewline
37 & 11.8352 & 12.2017282923085 & -0.366528292308509 \tabularnewline
38 & 11.9847 & 11.9329464228117 & 0.0517535771883288 \tabularnewline
39 & 11.545 & 11.7511186119019 & -0.20611861190195 \tabularnewline
40 & 11.5285 & 11.2250040012305 & 0.303495998769465 \tabularnewline
41 & 11.5539 & 11.3515864847326 & 0.202313515267432 \tabularnewline
42 & 11.622 & 11.3371512614759 & 0.284848738524092 \tabularnewline
43 & 11.6578 & 11.5034773274921 & 0.154322672507881 \tabularnewline
44 & 11.6767 & 11.7652949613966 & -0.0885949613966055 \tabularnewline
45 & 11.8752 & 12.0598968205952 & -0.184696820595162 \tabularnewline
46 & 13.2643 & 12.2969627076589 & 0.967337292341057 \tabularnewline
47 & 14.2297 & 13.5767835753134 & 0.652916424686619 \tabularnewline
48 & 14.308 & 14.013540720453 & 0.294459279547038 \tabularnewline
49 & 13.7915 & 14.1724732985381 & -0.380973298538088 \tabularnewline
50 & 13.7633 & 14.0749076915119 & -0.311607691511915 \tabularnewline
51 & 13.9775 & 13.6184042342139 & 0.359095765786126 \tabularnewline
52 & 13.6478 & 13.5778192861566 & 0.0699807138433535 \tabularnewline
53 & 13.2247 & 13.5570782519601 & -0.332378251960144 \tabularnewline
54 & 13.0971 & 13.3260957755452 & -0.228995775545213 \tabularnewline
55 & 13.1039 & 13.1965620292357 & -0.0926620292357363 \tabularnewline
56 & 13.206 & 13.2426237165744 & -0.0366237165743701 \tabularnewline
57 & 13.7901 & 13.5245271156506 & 0.265572884349405 \tabularnewline
58 & 14.6457 & 14.454297845163 & 0.191402154836963 \tabularnewline
59 & 15.5764 & 15.2361768827209 & 0.340223117279081 \tabularnewline
60 & 15.6102 & 15.3766293867247 & 0.233570613275305 \tabularnewline
61 & 15.8855 & 15.2283857824269 & 0.657114217573103 \tabularnewline
62 & 16.0137 & 15.6569784931931 & 0.356721506806888 \tabularnewline
63 & 15.6186 & 15.8002102307539 & -0.181610230753856 \tabularnewline
64 & 15.384 & 15.3863607103684 & -0.00236071036841778 \tabularnewline
65 & 15.2751 & 15.1685755436846 & 0.10652445631543 \tabularnewline
66 & 15.0912 & 15.193735121429 & -0.102535121428984 \tabularnewline
67 & 14.9222 & 15.1854504928658 & -0.263250492865808 \tabularnewline
68 & 15.6231 & 15.1776995489936 & 0.445400451006449 \tabularnewline
69 & 16.6737 & 15.8194446655895 & 0.854255334410547 \tabularnewline
70 & 17.6805 & 17.0063736801376 & 0.67412631986242 \tabularnewline
71 & 19.1919 & 18.088189103474 & 1.10371089652601 \tabularnewline
72 & 19.1711 & 18.5591392735994 & 0.611960726400639 \tabularnewline
73 & 18.5658 & 18.7775364095943 & -0.211736409594273 \tabularnewline
74 & 18.1285 & 18.6778811181326 & -0.549381118132573 \tabularnewline
75 & 16.791 & 18.1745345751706 & -1.38353457517058 \tabularnewline
76 & 16.9468 & 17.2656169481082 & -0.318816948108239 \tabularnewline
77 & 17.3164 & 16.9446579627439 & 0.371742037256055 \tabularnewline
78 & 17.1816 & 17.013405108116 & 0.16819489188401 \tabularnewline
79 & 16.7627 & 17.0720114140829 & -0.309311414082945 \tabularnewline
80 & 17.239 & 17.338444047844 & -0.0994440478439707 \tabularnewline
81 & 17.8838 & 17.8917099067047 & -0.00790990670470393 \tabularnewline
82 & 18.9038 & 18.5938599255658 & 0.309940074434166 \tabularnewline
83 & 20.0274 & 19.6783860164676 & 0.349013983532441 \tabularnewline
84 & 20.0087 & 19.5842015956583 & 0.42449840434173 \tabularnewline
85 & 19.6366 & 19.3703189637912 & 0.266281036208753 \tabularnewline
86 & 19.8163 & 19.357030756521 & 0.459269243478992 \tabularnewline
87 & 18.8602 & 18.9909688632289 & -0.130768863228869 \tabularnewline
88 & 17.9206 & 19.1217332152506 & -1.20113321525055 \tabularnewline
89 & 17.6889 & 18.6667890731234 & -0.977889073123421 \tabularnewline
90 & 17.84 & 18.0066914475159 & -0.16669144751588 \tabularnewline
91 & 17.678 & 17.705960863279 & -0.0279608632790413 \tabularnewline
92 & 17.7258 & 18.190677708724 & -0.464877708723996 \tabularnewline
93 & 18.5865 & 18.6043578849005 & -0.0178578849004687 \tabularnewline
94 & 19.9804 & 19.4295011860144 & 0.550898813985615 \tabularnewline
95 & 21.1584 & 20.6423040948149 & 0.516095905185093 \tabularnewline
96 & 21.2921 & 20.6566778726749 & 0.635422127325061 \tabularnewline
97 & 20.9445 & 20.4765001561216 & 0.467999843878374 \tabularnewline
98 & 20.5731 & 20.6378453756735 & -0.0647453756735281 \tabularnewline
99 & 19.3274 & 19.776541073742 & -0.449141073741966 \tabularnewline
100 & 17.7866 & 19.3111611426841 & -1.52456114268413 \tabularnewline
101 & 17.7483 & 18.7899389767934 & -1.04163897679344 \tabularnewline
102 & 17.5648 & 18.4294091620754 & -0.864609162075372 \tabularnewline
103 & 17.4763 & 17.8470709071887 & -0.370770907188717 \tabularnewline
104 & 17.7264 & 17.9811175351567 & -0.254717535156662 \tabularnewline
105 & 18.5736 & 18.6724303228626 & -0.0988303228625647 \tabularnewline
106 & 19.9236 & 19.6864811789021 & 0.237118821097919 \tabularnewline
107 & 21.3286 & 20.7276639896344 & 0.600936010365604 \tabularnewline
108 & 20.7249 & 20.8240537330693 & -0.09915373306929 \tabularnewline
109 & 20.3334 & 20.2153529992671 & 0.118047000732943 \tabularnewline
110 & 19.7658 & 19.9798390740421 & -0.214039074042145 \tabularnewline
111 & 18.7569 & 18.8779844446256 & -0.121084444625627 \tabularnewline
112 & 17.6963 & 18.1155294754083 & -0.419229475408283 \tabularnewline
113 & 17.7978 & 18.3128276328719 & -0.515027632871938 \tabularnewline
114 & 18.1771 & 18.2705430090492 & -0.0934430090492384 \tabularnewline
115 & 18.3738 & 18.255656619251 & 0.118143380748961 \tabularnewline
116 & 18.1996 & 18.6683608018858 & -0.468760801885811 \tabularnewline
117 & 18.8443 & 19.3193148426882 & -0.475014842688207 \tabularnewline
118 & 20.1001 & 20.2889434102163 & -0.188843410216311 \tabularnewline
119 & 21.2458 & 21.2722960493976 & -0.0264960493976325 \tabularnewline
120 & 20.8381 & 20.774647209535 & 0.0634527904649609 \tabularnewline
121 & 20.1967 & 20.3267484052807 & -0.130048405280721 \tabularnewline
122 & 19.8159 & 19.8293239054349 & -0.0134239054348733 \tabularnewline
123 & 18.5784 & 18.8550347429995 & -0.276634742999505 \tabularnewline
124 & 19.21 & 17.88886549879 & 1.32113450121003 \tabularnewline
125 & 19.3419 & 18.8737637199314 & 0.468136280068567 \tabularnewline
126 & 19.12 & 19.4743777865566 & -0.354377786556554 \tabularnewline
127 & 19.1563 & 19.4225112705314 & -0.266211270531358 \tabularnewline
128 & 18.9783 & 19.4092735756887 & -0.4309735756887 \tabularnewline
129 & 20.2913 & 20.0747898706168 & 0.216510129383174 \tabularnewline
130 & 22.5439 & 21.4928224343864 & 1.05107756561364 \tabularnewline
131 & 23.2821 & 23.1382057197199 & 0.143894280280083 \tabularnewline
132 & 22.6191 & 22.7637719325874 & -0.144671932587364 \tabularnewline
133 & 22.1599 & 22.1413854207428 & 0.0185145792572285 \tabularnewline
134 & 21.2766 & 21.767608118465 & -0.491008118464975 \tabularnewline
135 & 19.0846 & 20.4608341534551 & -1.37623415345512 \tabularnewline
136 & 18.9096 & 19.6298615273214 & -0.720261527321423 \tabularnewline
137 & 18.8095 & 19.2855725384251 & -0.4760725384251 \tabularnewline
138 & 20.1164 & 19.0895634974412 & 1.02683650255878 \tabularnewline
139 & 20.7762 & 19.7279247080939 & 1.04827529190612 \tabularnewline
140 & 20.9044 & 20.2725350920916 & 0.631864907908355 \tabularnewline
141 & 22.0026 & 21.7137595276494 & 0.288840472350582 \tabularnewline
142 & 23.6401 & 23.5130010472721 & 0.127098952727877 \tabularnewline
143 & 25.04 & 24.344575839424 & 0.695424160576025 \tabularnewline
144 & 24.7185 & 24.1156631493668 & 0.602836850633174 \tabularnewline
145 & 24.1752 & 23.9204191007899 & 0.254780899210136 \tabularnewline
146 & 24.1382 & 23.4536572037452 & 0.684542796254796 \tabularnewline
147 & 22.3949 & 22.3497238980247 & 0.0451761019753043 \tabularnewline
148 & 21.3743 & 22.477870416737 & -1.10357041673696 \tabularnewline
149 & 21.4911 & 22.0622738550886 & -0.571173855088571 \tabularnewline
150 & 21.2187 & 22.4507682265026 & -1.23206822650258 \tabularnewline
151 & 21.2137 & 22.0260716278822 & -0.812371627882225 \tabularnewline
152 & 21.6735 & 21.5116935244549 & 0.161806475545131 \tabularnewline
153 & 22.5096 & 22.5852489277214 & -0.075648927721371 \tabularnewline
154 & 24.3097 & 24.1408119650739 & 0.168888034926095 \tabularnewline
155 & 25.7989 & 25.2232507744688 & 0.575649225531187 \tabularnewline
156 & 25.4376 & 24.8955102806268 & 0.542089719373152 \tabularnewline
157 & 23.878 & 24.5240925509798 & -0.646092550979763 \tabularnewline
158 & 23.6966 & 23.7990621211054 & -0.102462121105393 \tabularnewline
159 & 23.3544 & 22.0482614370415 & 1.30613856295848 \tabularnewline
160 & 21.1993 & 22.2986056291484 & -1.09930562914841 \tabularnewline
161 & 22.0431 & 22.099515152551 & -0.0564151525510397 \tabularnewline
162 & 22.0203 & 22.4572829406797 & -0.43698294067968 \tabularnewline
163 & 21.886 & 22.582972223452 & -0.696972223451994 \tabularnewline
164 & 21.9771 & 22.5240808032375 & -0.546980803237481 \tabularnewline
165 & 23.0759 & 23.1591830278017 & -0.0832830278016559 \tabularnewline
166 & 24.9859 & 24.8089094707846 & 0.176990529215445 \tabularnewline
167 & 26.2614 & 26.059892250096 & 0.201507749904039 \tabularnewline
168 & 26.1127 & 25.5360998391014 & 0.576600160898625 \tabularnewline
169 & 25.6296 & 24.6874904365787 & 0.942109563421312 \tabularnewline
170 & 25.2926 & 24.9435329470225 & 0.34906705297751 \tabularnewline
171 & 22.8146 & 23.9901341604274 & -1.17553416042737 \tabularnewline
172 & 22.2974 & 22.0618201472563 & 0.235579852743683 \tabularnewline
173 & 22.8868 & 22.9269836324203 & -0.0401836324203195 \tabularnewline
174 & 22.4612 & 23.1342446551806 & -0.673044655180572 \tabularnewline
175 & 22.3165 & 23.0382941810491 & -0.721794181049141 \tabularnewline
176 & 22.7319 & 23.0272912360853 & -0.295391236085269 \tabularnewline
177 & 23.2692 & 23.9719409295977 & -0.70274092959767 \tabularnewline
178 & 24.9432 & 25.4307449389783 & -0.487544938978338 \tabularnewline
179 & 27.8272 & 26.3703181656894 & 1.45688183431055 \tabularnewline
180 & 27.4059 & 26.5976065627589 & 0.808293437241076 \tabularnewline
181 & 26.6232 & 26.009162326099 & 0.614037673900999 \tabularnewline
182 & 26.8779 & 25.8627495917819 & 1.01515040821815 \tabularnewline
183 & 25.105 & 24.5983409536733 & 0.506659046326682 \tabularnewline
184 & 23.601 & 24.0576764218647 & -0.456676421864749 \tabularnewline
185 & 23.5374 & 24.4822829296312 & -0.944882929631159 \tabularnewline
186 & 23.5248 & 23.9980996004789 & -0.473299600478878 \tabularnewline
187 & 22.9465 & 23.9780864052642 & -1.03158640526419 \tabularnewline
188 & 23.6633 & 23.9952909466309 & -0.331990946630924 \tabularnewline
189 & 25.5932 & 24.7545371355291 & 0.838662864470901 \tabularnewline
190 & 27.7683 & 27.0404578154485 & 0.727842184551491 \tabularnewline
191 & 29.4691 & 29.3679515314132 & 0.101148468586846 \tabularnewline
192 & 28.3472 & 28.6859573226121 & -0.338757322612057 \tabularnewline
193 & 28.3879 & 27.4717030875885 & 0.916196912411518 \tabularnewline
194 & 27.9696 & 27.6360082988775 & 0.333591701122469 \tabularnewline
195 & 26.0075 & 25.8369481822 & 0.170551817800032 \tabularnewline
196 & 24.2533 & 24.737778945383 & -0.484478945383046 \tabularnewline
197 & 24.4999 & 24.9464870877212 & -0.446587087721181 \tabularnewline
198 & 23.8988 & 24.893972424939 & -0.995172424938978 \tabularnewline
199 & 23.6683 & 24.3937707482777 & -0.725470748277729 \tabularnewline
200 & 23.9427 & 24.8444807862001 & -0.901780786200089 \tabularnewline
201 & 26.0155 & 25.8125808893281 & 0.202919110671903 \tabularnewline
202 & 28.9529 & 27.74600171291 & 1.20689828709001 \tabularnewline
203 & 30.302 & 30.0407167740261 & 0.261283225973859 \tabularnewline
204 & 29.874 & 29.2514634747121 & 0.622536525287902 \tabularnewline
205 & 28.2257 & 29.0127891422302 & -0.787089142230229 \tabularnewline
206 & 28.0811 & 28.1213563467421 & -0.0402563467420549 \tabularnewline
207 & 26.3398 & 26.0716982688369 & 0.268101731163132 \tabularnewline
208 & 25.4847 & 24.7439642373648 & 0.74073576263519 \tabularnewline
209 & 25.4823 & 25.5502461746277 & -0.0679461746277248 \tabularnewline
210 & 24.9697 & 25.451386841879 & -0.481686841879036 \tabularnewline
211 & 25.2282 & 25.3077622430438 & -0.0795622430437568 \tabularnewline
212 & 25.9257 & 25.996092777663 & -0.0703927776630131 \tabularnewline
213 & 28.7818 & 27.8204527814472 & 0.96134721855277 \tabularnewline
214 & 27.9552 & 30.5359745178161 & -2.58077451781605 \tabularnewline
215 & 33.3475 & 30.6332814369759 & 2.71421856302407 \tabularnewline
216 & 32.7834 & 31.1646596287201 & 1.61874037127992 \tabularnewline
217 & 31.6586 & 30.8256153524858 & 0.832984647514227 \tabularnewline
218 & 31.6613 & 31.0242858194077 & 0.637014180592306 \tabularnewline
219 & 29.1839 & 29.4368058216401 & -0.252905821640098 \tabularnewline
220 & 28.8825 & 28.0667349085813 & 0.815765091418729 \tabularnewline
221 & 27.6334 & 28.5866919976225 & -0.953291997622536 \tabularnewline
222 & 27.7511 & 27.9043718132665 & -0.153271813266503 \tabularnewline
223 & 27.3792 & 28.0926156501799 & -0.713415650179883 \tabularnewline
224 & 27.7748 & 28.4907365133578 & -0.715936513357818 \tabularnewline
225 & 31.4329 & 30.4389871218274 & 0.993912878172551 \tabularnewline
226 & 33.2735 & 31.7163332751328 & 1.55716672486724 \tabularnewline
227 & 35.0962 & 35.9847728236153 & -0.888572823615291 \tabularnewline
228 & 34.9537 & 34.3562408133524 & 0.597459186647647 \tabularnewline
229 & 31.8307 & 33.2117541657466 & -1.38105416574664 \tabularnewline
230 & 30.9984 & 32.2737711509282 & -1.27537115092818 \tabularnewline
231 & 28.629 & 29.4019935661006 & -0.772993566100631 \tabularnewline
232 & 26.4379 & 28.2166246605336 & -1.77872466053355 \tabularnewline
233 & 25.4408 & 26.7563803575192 & -1.31558035751916 \tabularnewline
234 & 24.6681 & 26.2149856052307 & -1.54688560523067 \tabularnewline
235 & 24.0994 & 25.488427913921 & -1.38902791392103 \tabularnewline
236 & 24.6043 & 25.5417053730366 & -0.937405373036572 \tabularnewline
237 & 27.2492 & 28.0665888838137 & -0.817388883813699 \tabularnewline
238 & 29.5511 & 28.6856711728318 & 0.865428827168174 \tabularnewline
239 & 29.8522 & 31.58702163426 & -1.73482163425999 \tabularnewline
240 & 31.6989 & 30.1359682275771 & 1.56293177242295 \tabularnewline
241 & 29.6357 & 28.6066739771142 & 1.02902602288576 \tabularnewline
242 & 30.5197 & 28.8377094912655 & 1.68199050873449 \tabularnewline
243 & 32.7823 & 27.5673540667102 & 5.21494593328982 \tabularnewline
244 & 24.9942 & 28.822015330372 & -3.82781533037195 \tabularnewline
245 & 23.5187 & 26.5732433048479 & -3.05454330484788 \tabularnewline
246 & 24.0249 & 25.0999889530405 & -1.07508895304048 \tabularnewline
247 & 24.5692 & 24.6563300019965 & -0.0871300019965453 \tabularnewline
248 & 24.402 & 25.5126028273958 & -1.11060282739576 \tabularnewline
249 & 26.7089 & 28.0006942403101 & -1.29179424031011 \tabularnewline
250 & 31.6874 & 29.0823155045771 & 2.60508449542285 \tabularnewline
251 & 32.8801 & 31.7403538905904 & 1.13974610940958 \tabularnewline
252 & 32.7906 & 33.0254845231796 & -0.234884523179652 \tabularnewline
253 & 30.8785 & 30.4225300097341 & 0.455969990265849 \tabularnewline
254 & 30.3024 & 30.6508827349147 & -0.348482734914658 \tabularnewline
255 & 28.3679 & 29.8650080498423 & -1.49710804984231 \tabularnewline
256 & 25.6578 & 24.1723270425545 & 1.48547295744549 \tabularnewline
257 & 25.1598 & 24.7647720633969 & 0.395027936603096 \tabularnewline
258 & 24.6143 & 25.7517135975505 & -1.13741359755051 \tabularnewline
259 & 24.528 & 25.6866028634125 & -1.15860286341254 \tabularnewline
260 & 25.2905 & 25.6087293904743 & -0.318229390474308 \tabularnewline
261 & 30.0016 & 28.3998353810094 & 1.60176461899064 \tabularnewline
262 & 34.2728 & 32.4741819262759 & 1.79861807372405 \tabularnewline
263 & 34.4408 & 34.1501847849393 & 0.290615215060676 \tabularnewline
264 & 34.1907 & 34.4679846355662 & -0.277284635566232 \tabularnewline
265 & 33.6636 & 32.1331605933847 & 1.53043940661526 \tabularnewline
266 & 33.9073 & 32.5483218894522 & 1.35897811054778 \tabularnewline
267 & 30.2175 & 32.1136578811878 & -1.89615788118785 \tabularnewline
268 & 28.5274 & 27.4704010455408 & 1.05699895445921 \tabularnewline
269 & 25.9505 & 27.418328153444 & -1.46782815344404 \tabularnewline
270 & 26.2398 & 26.8901647716637 & -0.650364771663668 \tabularnewline
271 & 26.2819 & 27.0535085943215 & -0.771608594321471 \tabularnewline
272 & 26.7362 & 27.5126070417817 & -0.776407041781688 \tabularnewline
273 & 28.8395 & 30.8818074047264 & -2.04230740472638 \tabularnewline
274 & 31.0951 & 33.2963800073389 & -2.20128000733894 \tabularnewline
275 & 33.7015 & 32.4293337239832 & 1.2721662760168 \tabularnewline
276 & 33.8091 & 32.9670957987167 & 0.842004201283338 \tabularnewline
277 & 32.1126 & 31.9000878738458 & 0.212512126154209 \tabularnewline
278 & 32 & 31.6027456126281 & 0.397254387371913 \tabularnewline
279 & 29.122 & 29.3516109877461 & -0.229610987746145 \tabularnewline
280 & 26.8124 & 26.7072432270369 & 0.105156772963142 \tabularnewline
281 & 25.4654 & 25.146395802326 & 0.319004197673973 \tabularnewline
282 & 23.8331 & 25.7964904786171 & -1.96339047861709 \tabularnewline
283 & 24.714 & 25.2709931498161 & -0.556993149816055 \tabularnewline
284 & 28.3288 & 25.8175015862791 & 2.51129841372089 \tabularnewline
285 & 29.6391 & 30.227274453255 & -0.588174453255004 \tabularnewline
286 & 32.4542 & 33.2693049406338 & -0.815104940633844 \tabularnewline
287 & 33.5657 & 34.4983328388712 & -0.93263283887125 \tabularnewline
288 & 33.1856 & 33.80664725701 & -0.621047257009963 \tabularnewline
289 & 33.297 & 31.7772878980169 & 1.5197121019831 \tabularnewline
290 & 33.51 & 32.1763731336535 & 1.33362686634647 \tabularnewline
291 & 31.3789 & 30.1131194219273 & 1.26578057807269 \tabularnewline
292 & 29.4555 & 28.323410471431 & 1.13208952856902 \tabularnewline
293 & 27.2699 & 27.3470954558095 & -0.0771954558095125 \tabularnewline
294 & 27.2586 & 26.8738918689937 & 0.384708131006349 \tabularnewline
295 & 27.8591 & 28.0591807336772 & -0.200080733677197 \tabularnewline
296 & 29.6362 & 30.0539711656321 & -0.417771165632093 \tabularnewline
297 & 30.9587 & 31.7965756377964 & -0.837875637796394 \tabularnewline
298 & 31.8633 & 34.6309522670717 & -2.76765226707166 \tabularnewline
299 & 33.8188 & 34.880877077543 & -1.06207707754302 \tabularnewline
300 & 33.7531 & 34.2549901312807 & -0.501890131280739 \tabularnewline
301 & 33.6103 & 33.1640878970798 & 0.446212102920249 \tabularnewline
302 & 32.9052 & 32.9715189950188 & -0.0663189950188325 \tabularnewline
303 & 29.5005 & 30.2059594170856 & -0.705459417085581 \tabularnewline
304 & 27.3634 & 27.4092054253926 & -0.0458054253926043 \tabularnewline
305 & 27.2298 & 25.3571506908782 & 1.87264930912183 \tabularnewline
306 & 26.5211 & 25.992255706697 & 0.528844293302985 \tabularnewline
307 & 26.5228 & 26.9947367708277 & -0.47193677082775 \tabularnewline
308 & 27.2991 & 28.7591178074658 & -1.46001780746584 \tabularnewline
309 & 29.1726 & 29.8180306485655 & -0.645430648565544 \tabularnewline
310 & 30.297 & 31.9351449398479 & -1.63814493984789 \tabularnewline
311 & 32.5287 & 33.4156404876455 & -0.886940487645489 \tabularnewline
312 & 32.487 & 33.0941331093994 & -0.607133109399349 \tabularnewline
313 & 32.4197 & 32.3336479016168 & 0.0860520983831776 \tabularnewline
314 & 30.854 & 31.7470570980797 & -0.893057098079748 \tabularnewline
315 & 28.6995 & 28.3107506347346 & 0.388749365265426 \tabularnewline
316 & 27.7881 & 26.2966040076239 & 1.49149599237613 \tabularnewline
317 & 26.5609 & 25.761312186852 & 0.799587813148033 \tabularnewline
318 & 25.9431 & 25.3222345010321 & 0.620865498967852 \tabularnewline
319 & 25.5578 & 25.9471325673605 & -0.389332567360494 \tabularnewline
320 & 27.1275 & 27.3349089259084 & -0.207408925908421 \tabularnewline
321 & 30.2556 & 29.320991644519 & 0.934608355481036 \tabularnewline
322 & 34.0976 & 31.7807336266369 & 2.31686637336313 \tabularnewline
323 & 34.5614 & 35.4648866545652 & -0.903486654565249 \tabularnewline
324 & 34.2948 & 35.2609292289445 & -0.966129228944489 \tabularnewline
325 & 33.3418 & 34.6242551438542 & -1.28245514385424 \tabularnewline
326 & 31.8187 & 32.9875615694042 & -1.16886156940421 \tabularnewline
327 & 29.0818 & 29.9527306567994 & -0.870930656799434 \tabularnewline
328 & 27.3444 & 27.7941097309204 & -0.449709730920436 \tabularnewline
329 & 26.6233 & 26.0446359178699 & 0.578664082130139 \tabularnewline
330 & 26.1869 & 25.421698310771 & 0.765201689228963 \tabularnewline
331 & 26.2953 & 25.6944210011853 & 0.600878998814689 \tabularnewline
332 & 28.7043 & 27.6270326621856 & 1.07726733781439 \tabularnewline
333 & 32.0653 & 30.6974935635775 & 1.36780643642254 \tabularnewline
334 & 34.5401 & 33.9362503248501 & 0.603849675149881 \tabularnewline
335 & 34.6636 & 35.47534376811 & -0.811743768109977 \tabularnewline
336 & 34.2557 & 35.2877224121335 & -1.03202241213355 \tabularnewline
337 & 32.0526 & 34.487556612849 & -2.43495661284898 \tabularnewline
338 & 30.6892 & 32.3437811521206 & -1.65458115212057 \tabularnewline
339 & 28.012 & 29.1941033782195 & -1.18210337821945 \tabularnewline
340 & 26.1528 & 27.0537281257153 & -0.900928125715268 \tabularnewline
341 & 23.2276 & 25.5047823456402 & -2.27718234564018 \tabularnewline
342 & 24.244 & 23.5820724879836 & 0.661927512016447 \tabularnewline
343 & 24.8141 & 23.7212575683178 & 1.09284243168221 \tabularnewline
344 & 27.8632 & 26.0693027913849 & 1.7938972086151 \tabularnewline
345 & 29.6233 & 29.5876038908298 & 0.0356961091702068 \tabularnewline
346 & 32.4245 & 31.8600038949629 & 0.564496105037062 \tabularnewline
347 & 33.3417 & 32.7798314868824 & 0.561868513117588 \tabularnewline
348 & 33.0442 & 33.1424581789294 & -0.0982581789293846 \tabularnewline
349 & 32.0526 & 32.1981791548532 & -0.145579154853174 \tabularnewline
350 & 30.2182 & 31.4622410932519 & -1.24404109325192 \tabularnewline
351 & 28.9292 & 28.6996922284089 & 0.229507771591077 \tabularnewline
352 & 26.8221 & 27.3483602151292 & -0.526260215129245 \tabularnewline
353 & 26.1032 & 25.412446455943 & 0.690753544057017 \tabularnewline
354 & 25.9792 & 26.1248824211871 & -0.14568242118715 \tabularnewline
355 & 27.1443 & 26.0647888568858 & 1.07951114311419 \tabularnewline
356 & 29.4993 & 28.7031976060837 & 0.796102393916346 \tabularnewline
357 & 31.656 & 31.026555519806 & 0.629444480194046 \tabularnewline
358 & 33.3665 & 33.8063702163256 & -0.439870216325616 \tabularnewline
359 & 35.0521 & 34.2505598878795 & 0.801540112120513 \tabularnewline
360 & 34.4076 & 34.4597922402601 & -0.0521922402601405 \tabularnewline
361 & 33.069 & 33.5226003872809 & -0.453600387280893 \tabularnewline
362 & 31.5816 & 32.1909938761108 & -0.609393876110815 \tabularnewline
363 & 30.0695 & 30.3436391907877 & -0.274139190787693 \tabularnewline
364 & 29.0035 & 28.4450648595911 & 0.558435140408879 \tabularnewline
365 & 28.6813 & 27.5345974114463 & 1.14670258855368 \tabularnewline
366 & 28.359 & 28.1279071110605 & 0.231092888939543 \tabularnewline
367 & 30.0447 & 28.7617412722835 & 1.28295872771652 \tabularnewline
368 & 31.5073 & 31.3902971067754 & 0.117002893224576 \tabularnewline
369 & 34.16 & 33.3296520771063 & 0.830347922893672 \tabularnewline
370 & 35.57 & 35.7731549823104 & -0.203154982310359 \tabularnewline
371 & 36.42 & 36.8511358375616 & -0.431135837561641 \tabularnewline
372 & 35.12 & 36.1272873862051 & -1.00728738620513 \tabularnewline
373 & 33.14 & 34.5730110712064 & -1.4330110712064 \tabularnewline
374 & 30.29 & 32.7112494016535 & -2.42124940165354 \tabularnewline
375 & 28.2 & 30.1345780088238 & -1.93457800882378 \tabularnewline
376 & 26.5 & 27.7791733974942 & -1.2791733974942 \tabularnewline
377 & 25.47 & 26.2216860507305 & -0.751686050730459 \tabularnewline
378 & 24.96 & 25.5139134343944 & -0.553913434394357 \tabularnewline
379 & 25.6 & 26.1857351607658 & -0.585735160765751 \tabularnewline
380 & 27.76 & 27.4167984481629 & 0.343201551837151 \tabularnewline
381 & 30.13 & 29.7317204186135 & 0.398279581386493 \tabularnewline
382 & 32.35 & 31.516058003105 & 0.833941996894968 \tabularnewline
383 & 32.8 & 32.9695652836361 & -0.169565283636132 \tabularnewline
384 & 32.54 & 32.1090618092023 & 0.430938190797747 \tabularnewline
385 & 29.78 & 31.0446019864125 & -1.26460198641252 \tabularnewline
386 & 28.79 & 28.8364276243664 & -0.0464276243664337 \tabularnewline
387 & 26.8 & 27.5788188700187 & -0.778818870018679 \tabularnewline
388 & 25.41 & 26.0345569337433 & -0.624556933743349 \tabularnewline
389 & 24.34 & 24.9985993894524 & -0.658599389452377 \tabularnewline
390 & 24.39 & 24.4092468127578 & -0.019246812757828 \tabularnewline
391 & 25 & 25.3166821029955 & -0.316682102995458 \tabularnewline
392 & 26.27 & 27.0535724388792 & -0.783572438879169 \tabularnewline
393 & 27.88 & 28.8461481905897 & -0.966148190589735 \tabularnewline
394 & 29.35 & 30.1480089558361 & -0.79800895583606 \tabularnewline
395 & 29.83 & 30.393909102959 & -0.563909102959027 \tabularnewline
396 & 29.46 & 29.5753201969181 & -0.115320196918113 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203047&T=2

[TABLE]
[ROW][C]Interpolation Forecasts of Exponential Smoothing[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Fitted[/C][C]Residuals[/C][/ROW]
[ROW][C]13[/C][C]10.1945[/C][C]9.62937377136752[/C][C]0.565126228632481[/C][/ROW]
[ROW][C]14[/C][C]10.3014[/C][C]10.0027270895873[/C][C]0.298672910412705[/C][/ROW]
[ROW][C]15[/C][C]10.0675[/C][C]9.90719051532013[/C][C]0.160309484679869[/C][/ROW]
[ROW][C]16[/C][C]9.6715[/C][C]9.60019268426286[/C][C]0.0713073157371422[/C][/ROW]
[ROW][C]17[/C][C]9.5019[/C][C]9.48564024058462[/C][C]0.0162597594153819[/C][/ROW]
[ROW][C]18[/C][C]9.4597[/C][C]9.45437884823849[/C][C]0.00532115176150683[/C][/ROW]
[ROW][C]19[/C][C]9.4362[/C][C]9.43004685473035[/C][C]0.00615314526965349[/C][/ROW]
[ROW][C]20[/C][C]9.5919[/C][C]9.49650742505983[/C][C]0.0953925749401741[/C][/ROW]
[ROW][C]21[/C][C]10.0167[/C][C]9.98976539513977[/C][C]0.0269346048602319[/C][/ROW]
[ROW][C]22[/C][C]10.322[/C][C]10.6689062937212[/C][C]-0.346906293721227[/C][/ROW]
[ROW][C]23[/C][C]11.166[/C][C]11.1989869326756[/C][C]-0.0329869326755912[/C][/ROW]
[ROW][C]24[/C][C]11.5454[/C][C]11.2878092146824[/C][C]0.257590785317616[/C][/ROW]
[ROW][C]25[/C][C]11.3712[/C][C]11.5475966827094[/C][C]-0.176396682709438[/C][/ROW]
[ROW][C]26[/C][C]11.0723[/C][C]11.4589796199638[/C][C]-0.386679619963772[/C][/ROW]
[ROW][C]27[/C][C]10.813[/C][C]10.9791177783629[/C][C]-0.166117778362912[/C][/ROW]
[ROW][C]28[/C][C]10.3016[/C][C]10.4781993129901[/C][C]-0.176599312990149[/C][/ROW]
[ROW][C]29[/C][C]10.4227[/C][C]10.2204339546772[/C][C]0.202266045322812[/C][/ROW]
[ROW][C]30[/C][C]10.3162[/C][C]10.2713419192068[/C][C]0.0448580807931744[/C][/ROW]
[ROW][C]31[/C][C]10.4519[/C][C]10.2643727782324[/C][C]0.187527221767622[/C][/ROW]
[ROW][C]32[/C][C]10.8567[/C][C]10.4526992797168[/C][C]0.404000720283179[/C][/ROW]
[ROW][C]33[/C][C]11.2716[/C][C]11.0642894140155[/C][C]0.207310585984477[/C][/ROW]
[ROW][C]34[/C][C]11.4341[/C][C]11.6753163293582[/C][C]-0.241216329358149[/C][/ROW]
[ROW][C]35[/C][C]12.1273[/C][C]12.3854683180792[/C][C]-0.258168318079164[/C][/ROW]
[ROW][C]36[/C][C]11.9814[/C][C]12.4865120460467[/C][C]-0.505112046046674[/C][/ROW]
[ROW][C]37[/C][C]11.8352[/C][C]12.2017282923085[/C][C]-0.366528292308509[/C][/ROW]
[ROW][C]38[/C][C]11.9847[/C][C]11.9329464228117[/C][C]0.0517535771883288[/C][/ROW]
[ROW][C]39[/C][C]11.545[/C][C]11.7511186119019[/C][C]-0.20611861190195[/C][/ROW]
[ROW][C]40[/C][C]11.5285[/C][C]11.2250040012305[/C][C]0.303495998769465[/C][/ROW]
[ROW][C]41[/C][C]11.5539[/C][C]11.3515864847326[/C][C]0.202313515267432[/C][/ROW]
[ROW][C]42[/C][C]11.622[/C][C]11.3371512614759[/C][C]0.284848738524092[/C][/ROW]
[ROW][C]43[/C][C]11.6578[/C][C]11.5034773274921[/C][C]0.154322672507881[/C][/ROW]
[ROW][C]44[/C][C]11.6767[/C][C]11.7652949613966[/C][C]-0.0885949613966055[/C][/ROW]
[ROW][C]45[/C][C]11.8752[/C][C]12.0598968205952[/C][C]-0.184696820595162[/C][/ROW]
[ROW][C]46[/C][C]13.2643[/C][C]12.2969627076589[/C][C]0.967337292341057[/C][/ROW]
[ROW][C]47[/C][C]14.2297[/C][C]13.5767835753134[/C][C]0.652916424686619[/C][/ROW]
[ROW][C]48[/C][C]14.308[/C][C]14.013540720453[/C][C]0.294459279547038[/C][/ROW]
[ROW][C]49[/C][C]13.7915[/C][C]14.1724732985381[/C][C]-0.380973298538088[/C][/ROW]
[ROW][C]50[/C][C]13.7633[/C][C]14.0749076915119[/C][C]-0.311607691511915[/C][/ROW]
[ROW][C]51[/C][C]13.9775[/C][C]13.6184042342139[/C][C]0.359095765786126[/C][/ROW]
[ROW][C]52[/C][C]13.6478[/C][C]13.5778192861566[/C][C]0.0699807138433535[/C][/ROW]
[ROW][C]53[/C][C]13.2247[/C][C]13.5570782519601[/C][C]-0.332378251960144[/C][/ROW]
[ROW][C]54[/C][C]13.0971[/C][C]13.3260957755452[/C][C]-0.228995775545213[/C][/ROW]
[ROW][C]55[/C][C]13.1039[/C][C]13.1965620292357[/C][C]-0.0926620292357363[/C][/ROW]
[ROW][C]56[/C][C]13.206[/C][C]13.2426237165744[/C][C]-0.0366237165743701[/C][/ROW]
[ROW][C]57[/C][C]13.7901[/C][C]13.5245271156506[/C][C]0.265572884349405[/C][/ROW]
[ROW][C]58[/C][C]14.6457[/C][C]14.454297845163[/C][C]0.191402154836963[/C][/ROW]
[ROW][C]59[/C][C]15.5764[/C][C]15.2361768827209[/C][C]0.340223117279081[/C][/ROW]
[ROW][C]60[/C][C]15.6102[/C][C]15.3766293867247[/C][C]0.233570613275305[/C][/ROW]
[ROW][C]61[/C][C]15.8855[/C][C]15.2283857824269[/C][C]0.657114217573103[/C][/ROW]
[ROW][C]62[/C][C]16.0137[/C][C]15.6569784931931[/C][C]0.356721506806888[/C][/ROW]
[ROW][C]63[/C][C]15.6186[/C][C]15.8002102307539[/C][C]-0.181610230753856[/C][/ROW]
[ROW][C]64[/C][C]15.384[/C][C]15.3863607103684[/C][C]-0.00236071036841778[/C][/ROW]
[ROW][C]65[/C][C]15.2751[/C][C]15.1685755436846[/C][C]0.10652445631543[/C][/ROW]
[ROW][C]66[/C][C]15.0912[/C][C]15.193735121429[/C][C]-0.102535121428984[/C][/ROW]
[ROW][C]67[/C][C]14.9222[/C][C]15.1854504928658[/C][C]-0.263250492865808[/C][/ROW]
[ROW][C]68[/C][C]15.6231[/C][C]15.1776995489936[/C][C]0.445400451006449[/C][/ROW]
[ROW][C]69[/C][C]16.6737[/C][C]15.8194446655895[/C][C]0.854255334410547[/C][/ROW]
[ROW][C]70[/C][C]17.6805[/C][C]17.0063736801376[/C][C]0.67412631986242[/C][/ROW]
[ROW][C]71[/C][C]19.1919[/C][C]18.088189103474[/C][C]1.10371089652601[/C][/ROW]
[ROW][C]72[/C][C]19.1711[/C][C]18.5591392735994[/C][C]0.611960726400639[/C][/ROW]
[ROW][C]73[/C][C]18.5658[/C][C]18.7775364095943[/C][C]-0.211736409594273[/C][/ROW]
[ROW][C]74[/C][C]18.1285[/C][C]18.6778811181326[/C][C]-0.549381118132573[/C][/ROW]
[ROW][C]75[/C][C]16.791[/C][C]18.1745345751706[/C][C]-1.38353457517058[/C][/ROW]
[ROW][C]76[/C][C]16.9468[/C][C]17.2656169481082[/C][C]-0.318816948108239[/C][/ROW]
[ROW][C]77[/C][C]17.3164[/C][C]16.9446579627439[/C][C]0.371742037256055[/C][/ROW]
[ROW][C]78[/C][C]17.1816[/C][C]17.013405108116[/C][C]0.16819489188401[/C][/ROW]
[ROW][C]79[/C][C]16.7627[/C][C]17.0720114140829[/C][C]-0.309311414082945[/C][/ROW]
[ROW][C]80[/C][C]17.239[/C][C]17.338444047844[/C][C]-0.0994440478439707[/C][/ROW]
[ROW][C]81[/C][C]17.8838[/C][C]17.8917099067047[/C][C]-0.00790990670470393[/C][/ROW]
[ROW][C]82[/C][C]18.9038[/C][C]18.5938599255658[/C][C]0.309940074434166[/C][/ROW]
[ROW][C]83[/C][C]20.0274[/C][C]19.6783860164676[/C][C]0.349013983532441[/C][/ROW]
[ROW][C]84[/C][C]20.0087[/C][C]19.5842015956583[/C][C]0.42449840434173[/C][/ROW]
[ROW][C]85[/C][C]19.6366[/C][C]19.3703189637912[/C][C]0.266281036208753[/C][/ROW]
[ROW][C]86[/C][C]19.8163[/C][C]19.357030756521[/C][C]0.459269243478992[/C][/ROW]
[ROW][C]87[/C][C]18.8602[/C][C]18.9909688632289[/C][C]-0.130768863228869[/C][/ROW]
[ROW][C]88[/C][C]17.9206[/C][C]19.1217332152506[/C][C]-1.20113321525055[/C][/ROW]
[ROW][C]89[/C][C]17.6889[/C][C]18.6667890731234[/C][C]-0.977889073123421[/C][/ROW]
[ROW][C]90[/C][C]17.84[/C][C]18.0066914475159[/C][C]-0.16669144751588[/C][/ROW]
[ROW][C]91[/C][C]17.678[/C][C]17.705960863279[/C][C]-0.0279608632790413[/C][/ROW]
[ROW][C]92[/C][C]17.7258[/C][C]18.190677708724[/C][C]-0.464877708723996[/C][/ROW]
[ROW][C]93[/C][C]18.5865[/C][C]18.6043578849005[/C][C]-0.0178578849004687[/C][/ROW]
[ROW][C]94[/C][C]19.9804[/C][C]19.4295011860144[/C][C]0.550898813985615[/C][/ROW]
[ROW][C]95[/C][C]21.1584[/C][C]20.6423040948149[/C][C]0.516095905185093[/C][/ROW]
[ROW][C]96[/C][C]21.2921[/C][C]20.6566778726749[/C][C]0.635422127325061[/C][/ROW]
[ROW][C]97[/C][C]20.9445[/C][C]20.4765001561216[/C][C]0.467999843878374[/C][/ROW]
[ROW][C]98[/C][C]20.5731[/C][C]20.6378453756735[/C][C]-0.0647453756735281[/C][/ROW]
[ROW][C]99[/C][C]19.3274[/C][C]19.776541073742[/C][C]-0.449141073741966[/C][/ROW]
[ROW][C]100[/C][C]17.7866[/C][C]19.3111611426841[/C][C]-1.52456114268413[/C][/ROW]
[ROW][C]101[/C][C]17.7483[/C][C]18.7899389767934[/C][C]-1.04163897679344[/C][/ROW]
[ROW][C]102[/C][C]17.5648[/C][C]18.4294091620754[/C][C]-0.864609162075372[/C][/ROW]
[ROW][C]103[/C][C]17.4763[/C][C]17.8470709071887[/C][C]-0.370770907188717[/C][/ROW]
[ROW][C]104[/C][C]17.7264[/C][C]17.9811175351567[/C][C]-0.254717535156662[/C][/ROW]
[ROW][C]105[/C][C]18.5736[/C][C]18.6724303228626[/C][C]-0.0988303228625647[/C][/ROW]
[ROW][C]106[/C][C]19.9236[/C][C]19.6864811789021[/C][C]0.237118821097919[/C][/ROW]
[ROW][C]107[/C][C]21.3286[/C][C]20.7276639896344[/C][C]0.600936010365604[/C][/ROW]
[ROW][C]108[/C][C]20.7249[/C][C]20.8240537330693[/C][C]-0.09915373306929[/C][/ROW]
[ROW][C]109[/C][C]20.3334[/C][C]20.2153529992671[/C][C]0.118047000732943[/C][/ROW]
[ROW][C]110[/C][C]19.7658[/C][C]19.9798390740421[/C][C]-0.214039074042145[/C][/ROW]
[ROW][C]111[/C][C]18.7569[/C][C]18.8779844446256[/C][C]-0.121084444625627[/C][/ROW]
[ROW][C]112[/C][C]17.6963[/C][C]18.1155294754083[/C][C]-0.419229475408283[/C][/ROW]
[ROW][C]113[/C][C]17.7978[/C][C]18.3128276328719[/C][C]-0.515027632871938[/C][/ROW]
[ROW][C]114[/C][C]18.1771[/C][C]18.2705430090492[/C][C]-0.0934430090492384[/C][/ROW]
[ROW][C]115[/C][C]18.3738[/C][C]18.255656619251[/C][C]0.118143380748961[/C][/ROW]
[ROW][C]116[/C][C]18.1996[/C][C]18.6683608018858[/C][C]-0.468760801885811[/C][/ROW]
[ROW][C]117[/C][C]18.8443[/C][C]19.3193148426882[/C][C]-0.475014842688207[/C][/ROW]
[ROW][C]118[/C][C]20.1001[/C][C]20.2889434102163[/C][C]-0.188843410216311[/C][/ROW]
[ROW][C]119[/C][C]21.2458[/C][C]21.2722960493976[/C][C]-0.0264960493976325[/C][/ROW]
[ROW][C]120[/C][C]20.8381[/C][C]20.774647209535[/C][C]0.0634527904649609[/C][/ROW]
[ROW][C]121[/C][C]20.1967[/C][C]20.3267484052807[/C][C]-0.130048405280721[/C][/ROW]
[ROW][C]122[/C][C]19.8159[/C][C]19.8293239054349[/C][C]-0.0134239054348733[/C][/ROW]
[ROW][C]123[/C][C]18.5784[/C][C]18.8550347429995[/C][C]-0.276634742999505[/C][/ROW]
[ROW][C]124[/C][C]19.21[/C][C]17.88886549879[/C][C]1.32113450121003[/C][/ROW]
[ROW][C]125[/C][C]19.3419[/C][C]18.8737637199314[/C][C]0.468136280068567[/C][/ROW]
[ROW][C]126[/C][C]19.12[/C][C]19.4743777865566[/C][C]-0.354377786556554[/C][/ROW]
[ROW][C]127[/C][C]19.1563[/C][C]19.4225112705314[/C][C]-0.266211270531358[/C][/ROW]
[ROW][C]128[/C][C]18.9783[/C][C]19.4092735756887[/C][C]-0.4309735756887[/C][/ROW]
[ROW][C]129[/C][C]20.2913[/C][C]20.0747898706168[/C][C]0.216510129383174[/C][/ROW]
[ROW][C]130[/C][C]22.5439[/C][C]21.4928224343864[/C][C]1.05107756561364[/C][/ROW]
[ROW][C]131[/C][C]23.2821[/C][C]23.1382057197199[/C][C]0.143894280280083[/C][/ROW]
[ROW][C]132[/C][C]22.6191[/C][C]22.7637719325874[/C][C]-0.144671932587364[/C][/ROW]
[ROW][C]133[/C][C]22.1599[/C][C]22.1413854207428[/C][C]0.0185145792572285[/C][/ROW]
[ROW][C]134[/C][C]21.2766[/C][C]21.767608118465[/C][C]-0.491008118464975[/C][/ROW]
[ROW][C]135[/C][C]19.0846[/C][C]20.4608341534551[/C][C]-1.37623415345512[/C][/ROW]
[ROW][C]136[/C][C]18.9096[/C][C]19.6298615273214[/C][C]-0.720261527321423[/C][/ROW]
[ROW][C]137[/C][C]18.8095[/C][C]19.2855725384251[/C][C]-0.4760725384251[/C][/ROW]
[ROW][C]138[/C][C]20.1164[/C][C]19.0895634974412[/C][C]1.02683650255878[/C][/ROW]
[ROW][C]139[/C][C]20.7762[/C][C]19.7279247080939[/C][C]1.04827529190612[/C][/ROW]
[ROW][C]140[/C][C]20.9044[/C][C]20.2725350920916[/C][C]0.631864907908355[/C][/ROW]
[ROW][C]141[/C][C]22.0026[/C][C]21.7137595276494[/C][C]0.288840472350582[/C][/ROW]
[ROW][C]142[/C][C]23.6401[/C][C]23.5130010472721[/C][C]0.127098952727877[/C][/ROW]
[ROW][C]143[/C][C]25.04[/C][C]24.344575839424[/C][C]0.695424160576025[/C][/ROW]
[ROW][C]144[/C][C]24.7185[/C][C]24.1156631493668[/C][C]0.602836850633174[/C][/ROW]
[ROW][C]145[/C][C]24.1752[/C][C]23.9204191007899[/C][C]0.254780899210136[/C][/ROW]
[ROW][C]146[/C][C]24.1382[/C][C]23.4536572037452[/C][C]0.684542796254796[/C][/ROW]
[ROW][C]147[/C][C]22.3949[/C][C]22.3497238980247[/C][C]0.0451761019753043[/C][/ROW]
[ROW][C]148[/C][C]21.3743[/C][C]22.477870416737[/C][C]-1.10357041673696[/C][/ROW]
[ROW][C]149[/C][C]21.4911[/C][C]22.0622738550886[/C][C]-0.571173855088571[/C][/ROW]
[ROW][C]150[/C][C]21.2187[/C][C]22.4507682265026[/C][C]-1.23206822650258[/C][/ROW]
[ROW][C]151[/C][C]21.2137[/C][C]22.0260716278822[/C][C]-0.812371627882225[/C][/ROW]
[ROW][C]152[/C][C]21.6735[/C][C]21.5116935244549[/C][C]0.161806475545131[/C][/ROW]
[ROW][C]153[/C][C]22.5096[/C][C]22.5852489277214[/C][C]-0.075648927721371[/C][/ROW]
[ROW][C]154[/C][C]24.3097[/C][C]24.1408119650739[/C][C]0.168888034926095[/C][/ROW]
[ROW][C]155[/C][C]25.7989[/C][C]25.2232507744688[/C][C]0.575649225531187[/C][/ROW]
[ROW][C]156[/C][C]25.4376[/C][C]24.8955102806268[/C][C]0.542089719373152[/C][/ROW]
[ROW][C]157[/C][C]23.878[/C][C]24.5240925509798[/C][C]-0.646092550979763[/C][/ROW]
[ROW][C]158[/C][C]23.6966[/C][C]23.7990621211054[/C][C]-0.102462121105393[/C][/ROW]
[ROW][C]159[/C][C]23.3544[/C][C]22.0482614370415[/C][C]1.30613856295848[/C][/ROW]
[ROW][C]160[/C][C]21.1993[/C][C]22.2986056291484[/C][C]-1.09930562914841[/C][/ROW]
[ROW][C]161[/C][C]22.0431[/C][C]22.099515152551[/C][C]-0.0564151525510397[/C][/ROW]
[ROW][C]162[/C][C]22.0203[/C][C]22.4572829406797[/C][C]-0.43698294067968[/C][/ROW]
[ROW][C]163[/C][C]21.886[/C][C]22.582972223452[/C][C]-0.696972223451994[/C][/ROW]
[ROW][C]164[/C][C]21.9771[/C][C]22.5240808032375[/C][C]-0.546980803237481[/C][/ROW]
[ROW][C]165[/C][C]23.0759[/C][C]23.1591830278017[/C][C]-0.0832830278016559[/C][/ROW]
[ROW][C]166[/C][C]24.9859[/C][C]24.8089094707846[/C][C]0.176990529215445[/C][/ROW]
[ROW][C]167[/C][C]26.2614[/C][C]26.059892250096[/C][C]0.201507749904039[/C][/ROW]
[ROW][C]168[/C][C]26.1127[/C][C]25.5360998391014[/C][C]0.576600160898625[/C][/ROW]
[ROW][C]169[/C][C]25.6296[/C][C]24.6874904365787[/C][C]0.942109563421312[/C][/ROW]
[ROW][C]170[/C][C]25.2926[/C][C]24.9435329470225[/C][C]0.34906705297751[/C][/ROW]
[ROW][C]171[/C][C]22.8146[/C][C]23.9901341604274[/C][C]-1.17553416042737[/C][/ROW]
[ROW][C]172[/C][C]22.2974[/C][C]22.0618201472563[/C][C]0.235579852743683[/C][/ROW]
[ROW][C]173[/C][C]22.8868[/C][C]22.9269836324203[/C][C]-0.0401836324203195[/C][/ROW]
[ROW][C]174[/C][C]22.4612[/C][C]23.1342446551806[/C][C]-0.673044655180572[/C][/ROW]
[ROW][C]175[/C][C]22.3165[/C][C]23.0382941810491[/C][C]-0.721794181049141[/C][/ROW]
[ROW][C]176[/C][C]22.7319[/C][C]23.0272912360853[/C][C]-0.295391236085269[/C][/ROW]
[ROW][C]177[/C][C]23.2692[/C][C]23.9719409295977[/C][C]-0.70274092959767[/C][/ROW]
[ROW][C]178[/C][C]24.9432[/C][C]25.4307449389783[/C][C]-0.487544938978338[/C][/ROW]
[ROW][C]179[/C][C]27.8272[/C][C]26.3703181656894[/C][C]1.45688183431055[/C][/ROW]
[ROW][C]180[/C][C]27.4059[/C][C]26.5976065627589[/C][C]0.808293437241076[/C][/ROW]
[ROW][C]181[/C][C]26.6232[/C][C]26.009162326099[/C][C]0.614037673900999[/C][/ROW]
[ROW][C]182[/C][C]26.8779[/C][C]25.8627495917819[/C][C]1.01515040821815[/C][/ROW]
[ROW][C]183[/C][C]25.105[/C][C]24.5983409536733[/C][C]0.506659046326682[/C][/ROW]
[ROW][C]184[/C][C]23.601[/C][C]24.0576764218647[/C][C]-0.456676421864749[/C][/ROW]
[ROW][C]185[/C][C]23.5374[/C][C]24.4822829296312[/C][C]-0.944882929631159[/C][/ROW]
[ROW][C]186[/C][C]23.5248[/C][C]23.9980996004789[/C][C]-0.473299600478878[/C][/ROW]
[ROW][C]187[/C][C]22.9465[/C][C]23.9780864052642[/C][C]-1.03158640526419[/C][/ROW]
[ROW][C]188[/C][C]23.6633[/C][C]23.9952909466309[/C][C]-0.331990946630924[/C][/ROW]
[ROW][C]189[/C][C]25.5932[/C][C]24.7545371355291[/C][C]0.838662864470901[/C][/ROW]
[ROW][C]190[/C][C]27.7683[/C][C]27.0404578154485[/C][C]0.727842184551491[/C][/ROW]
[ROW][C]191[/C][C]29.4691[/C][C]29.3679515314132[/C][C]0.101148468586846[/C][/ROW]
[ROW][C]192[/C][C]28.3472[/C][C]28.6859573226121[/C][C]-0.338757322612057[/C][/ROW]
[ROW][C]193[/C][C]28.3879[/C][C]27.4717030875885[/C][C]0.916196912411518[/C][/ROW]
[ROW][C]194[/C][C]27.9696[/C][C]27.6360082988775[/C][C]0.333591701122469[/C][/ROW]
[ROW][C]195[/C][C]26.0075[/C][C]25.8369481822[/C][C]0.170551817800032[/C][/ROW]
[ROW][C]196[/C][C]24.2533[/C][C]24.737778945383[/C][C]-0.484478945383046[/C][/ROW]
[ROW][C]197[/C][C]24.4999[/C][C]24.9464870877212[/C][C]-0.446587087721181[/C][/ROW]
[ROW][C]198[/C][C]23.8988[/C][C]24.893972424939[/C][C]-0.995172424938978[/C][/ROW]
[ROW][C]199[/C][C]23.6683[/C][C]24.3937707482777[/C][C]-0.725470748277729[/C][/ROW]
[ROW][C]200[/C][C]23.9427[/C][C]24.8444807862001[/C][C]-0.901780786200089[/C][/ROW]
[ROW][C]201[/C][C]26.0155[/C][C]25.8125808893281[/C][C]0.202919110671903[/C][/ROW]
[ROW][C]202[/C][C]28.9529[/C][C]27.74600171291[/C][C]1.20689828709001[/C][/ROW]
[ROW][C]203[/C][C]30.302[/C][C]30.0407167740261[/C][C]0.261283225973859[/C][/ROW]
[ROW][C]204[/C][C]29.874[/C][C]29.2514634747121[/C][C]0.622536525287902[/C][/ROW]
[ROW][C]205[/C][C]28.2257[/C][C]29.0127891422302[/C][C]-0.787089142230229[/C][/ROW]
[ROW][C]206[/C][C]28.0811[/C][C]28.1213563467421[/C][C]-0.0402563467420549[/C][/ROW]
[ROW][C]207[/C][C]26.3398[/C][C]26.0716982688369[/C][C]0.268101731163132[/C][/ROW]
[ROW][C]208[/C][C]25.4847[/C][C]24.7439642373648[/C][C]0.74073576263519[/C][/ROW]
[ROW][C]209[/C][C]25.4823[/C][C]25.5502461746277[/C][C]-0.0679461746277248[/C][/ROW]
[ROW][C]210[/C][C]24.9697[/C][C]25.451386841879[/C][C]-0.481686841879036[/C][/ROW]
[ROW][C]211[/C][C]25.2282[/C][C]25.3077622430438[/C][C]-0.0795622430437568[/C][/ROW]
[ROW][C]212[/C][C]25.9257[/C][C]25.996092777663[/C][C]-0.0703927776630131[/C][/ROW]
[ROW][C]213[/C][C]28.7818[/C][C]27.8204527814472[/C][C]0.96134721855277[/C][/ROW]
[ROW][C]214[/C][C]27.9552[/C][C]30.5359745178161[/C][C]-2.58077451781605[/C][/ROW]
[ROW][C]215[/C][C]33.3475[/C][C]30.6332814369759[/C][C]2.71421856302407[/C][/ROW]
[ROW][C]216[/C][C]32.7834[/C][C]31.1646596287201[/C][C]1.61874037127992[/C][/ROW]
[ROW][C]217[/C][C]31.6586[/C][C]30.8256153524858[/C][C]0.832984647514227[/C][/ROW]
[ROW][C]218[/C][C]31.6613[/C][C]31.0242858194077[/C][C]0.637014180592306[/C][/ROW]
[ROW][C]219[/C][C]29.1839[/C][C]29.4368058216401[/C][C]-0.252905821640098[/C][/ROW]
[ROW][C]220[/C][C]28.8825[/C][C]28.0667349085813[/C][C]0.815765091418729[/C][/ROW]
[ROW][C]221[/C][C]27.6334[/C][C]28.5866919976225[/C][C]-0.953291997622536[/C][/ROW]
[ROW][C]222[/C][C]27.7511[/C][C]27.9043718132665[/C][C]-0.153271813266503[/C][/ROW]
[ROW][C]223[/C][C]27.3792[/C][C]28.0926156501799[/C][C]-0.713415650179883[/C][/ROW]
[ROW][C]224[/C][C]27.7748[/C][C]28.4907365133578[/C][C]-0.715936513357818[/C][/ROW]
[ROW][C]225[/C][C]31.4329[/C][C]30.4389871218274[/C][C]0.993912878172551[/C][/ROW]
[ROW][C]226[/C][C]33.2735[/C][C]31.7163332751328[/C][C]1.55716672486724[/C][/ROW]
[ROW][C]227[/C][C]35.0962[/C][C]35.9847728236153[/C][C]-0.888572823615291[/C][/ROW]
[ROW][C]228[/C][C]34.9537[/C][C]34.3562408133524[/C][C]0.597459186647647[/C][/ROW]
[ROW][C]229[/C][C]31.8307[/C][C]33.2117541657466[/C][C]-1.38105416574664[/C][/ROW]
[ROW][C]230[/C][C]30.9984[/C][C]32.2737711509282[/C][C]-1.27537115092818[/C][/ROW]
[ROW][C]231[/C][C]28.629[/C][C]29.4019935661006[/C][C]-0.772993566100631[/C][/ROW]
[ROW][C]232[/C][C]26.4379[/C][C]28.2166246605336[/C][C]-1.77872466053355[/C][/ROW]
[ROW][C]233[/C][C]25.4408[/C][C]26.7563803575192[/C][C]-1.31558035751916[/C][/ROW]
[ROW][C]234[/C][C]24.6681[/C][C]26.2149856052307[/C][C]-1.54688560523067[/C][/ROW]
[ROW][C]235[/C][C]24.0994[/C][C]25.488427913921[/C][C]-1.38902791392103[/C][/ROW]
[ROW][C]236[/C][C]24.6043[/C][C]25.5417053730366[/C][C]-0.937405373036572[/C][/ROW]
[ROW][C]237[/C][C]27.2492[/C][C]28.0665888838137[/C][C]-0.817388883813699[/C][/ROW]
[ROW][C]238[/C][C]29.5511[/C][C]28.6856711728318[/C][C]0.865428827168174[/C][/ROW]
[ROW][C]239[/C][C]29.8522[/C][C]31.58702163426[/C][C]-1.73482163425999[/C][/ROW]
[ROW][C]240[/C][C]31.6989[/C][C]30.1359682275771[/C][C]1.56293177242295[/C][/ROW]
[ROW][C]241[/C][C]29.6357[/C][C]28.6066739771142[/C][C]1.02902602288576[/C][/ROW]
[ROW][C]242[/C][C]30.5197[/C][C]28.8377094912655[/C][C]1.68199050873449[/C][/ROW]
[ROW][C]243[/C][C]32.7823[/C][C]27.5673540667102[/C][C]5.21494593328982[/C][/ROW]
[ROW][C]244[/C][C]24.9942[/C][C]28.822015330372[/C][C]-3.82781533037195[/C][/ROW]
[ROW][C]245[/C][C]23.5187[/C][C]26.5732433048479[/C][C]-3.05454330484788[/C][/ROW]
[ROW][C]246[/C][C]24.0249[/C][C]25.0999889530405[/C][C]-1.07508895304048[/C][/ROW]
[ROW][C]247[/C][C]24.5692[/C][C]24.6563300019965[/C][C]-0.0871300019965453[/C][/ROW]
[ROW][C]248[/C][C]24.402[/C][C]25.5126028273958[/C][C]-1.11060282739576[/C][/ROW]
[ROW][C]249[/C][C]26.7089[/C][C]28.0006942403101[/C][C]-1.29179424031011[/C][/ROW]
[ROW][C]250[/C][C]31.6874[/C][C]29.0823155045771[/C][C]2.60508449542285[/C][/ROW]
[ROW][C]251[/C][C]32.8801[/C][C]31.7403538905904[/C][C]1.13974610940958[/C][/ROW]
[ROW][C]252[/C][C]32.7906[/C][C]33.0254845231796[/C][C]-0.234884523179652[/C][/ROW]
[ROW][C]253[/C][C]30.8785[/C][C]30.4225300097341[/C][C]0.455969990265849[/C][/ROW]
[ROW][C]254[/C][C]30.3024[/C][C]30.6508827349147[/C][C]-0.348482734914658[/C][/ROW]
[ROW][C]255[/C][C]28.3679[/C][C]29.8650080498423[/C][C]-1.49710804984231[/C][/ROW]
[ROW][C]256[/C][C]25.6578[/C][C]24.1723270425545[/C][C]1.48547295744549[/C][/ROW]
[ROW][C]257[/C][C]25.1598[/C][C]24.7647720633969[/C][C]0.395027936603096[/C][/ROW]
[ROW][C]258[/C][C]24.6143[/C][C]25.7517135975505[/C][C]-1.13741359755051[/C][/ROW]
[ROW][C]259[/C][C]24.528[/C][C]25.6866028634125[/C][C]-1.15860286341254[/C][/ROW]
[ROW][C]260[/C][C]25.2905[/C][C]25.6087293904743[/C][C]-0.318229390474308[/C][/ROW]
[ROW][C]261[/C][C]30.0016[/C][C]28.3998353810094[/C][C]1.60176461899064[/C][/ROW]
[ROW][C]262[/C][C]34.2728[/C][C]32.4741819262759[/C][C]1.79861807372405[/C][/ROW]
[ROW][C]263[/C][C]34.4408[/C][C]34.1501847849393[/C][C]0.290615215060676[/C][/ROW]
[ROW][C]264[/C][C]34.1907[/C][C]34.4679846355662[/C][C]-0.277284635566232[/C][/ROW]
[ROW][C]265[/C][C]33.6636[/C][C]32.1331605933847[/C][C]1.53043940661526[/C][/ROW]
[ROW][C]266[/C][C]33.9073[/C][C]32.5483218894522[/C][C]1.35897811054778[/C][/ROW]
[ROW][C]267[/C][C]30.2175[/C][C]32.1136578811878[/C][C]-1.89615788118785[/C][/ROW]
[ROW][C]268[/C][C]28.5274[/C][C]27.4704010455408[/C][C]1.05699895445921[/C][/ROW]
[ROW][C]269[/C][C]25.9505[/C][C]27.418328153444[/C][C]-1.46782815344404[/C][/ROW]
[ROW][C]270[/C][C]26.2398[/C][C]26.8901647716637[/C][C]-0.650364771663668[/C][/ROW]
[ROW][C]271[/C][C]26.2819[/C][C]27.0535085943215[/C][C]-0.771608594321471[/C][/ROW]
[ROW][C]272[/C][C]26.7362[/C][C]27.5126070417817[/C][C]-0.776407041781688[/C][/ROW]
[ROW][C]273[/C][C]28.8395[/C][C]30.8818074047264[/C][C]-2.04230740472638[/C][/ROW]
[ROW][C]274[/C][C]31.0951[/C][C]33.2963800073389[/C][C]-2.20128000733894[/C][/ROW]
[ROW][C]275[/C][C]33.7015[/C][C]32.4293337239832[/C][C]1.2721662760168[/C][/ROW]
[ROW][C]276[/C][C]33.8091[/C][C]32.9670957987167[/C][C]0.842004201283338[/C][/ROW]
[ROW][C]277[/C][C]32.1126[/C][C]31.9000878738458[/C][C]0.212512126154209[/C][/ROW]
[ROW][C]278[/C][C]32[/C][C]31.6027456126281[/C][C]0.397254387371913[/C][/ROW]
[ROW][C]279[/C][C]29.122[/C][C]29.3516109877461[/C][C]-0.229610987746145[/C][/ROW]
[ROW][C]280[/C][C]26.8124[/C][C]26.7072432270369[/C][C]0.105156772963142[/C][/ROW]
[ROW][C]281[/C][C]25.4654[/C][C]25.146395802326[/C][C]0.319004197673973[/C][/ROW]
[ROW][C]282[/C][C]23.8331[/C][C]25.7964904786171[/C][C]-1.96339047861709[/C][/ROW]
[ROW][C]283[/C][C]24.714[/C][C]25.2709931498161[/C][C]-0.556993149816055[/C][/ROW]
[ROW][C]284[/C][C]28.3288[/C][C]25.8175015862791[/C][C]2.51129841372089[/C][/ROW]
[ROW][C]285[/C][C]29.6391[/C][C]30.227274453255[/C][C]-0.588174453255004[/C][/ROW]
[ROW][C]286[/C][C]32.4542[/C][C]33.2693049406338[/C][C]-0.815104940633844[/C][/ROW]
[ROW][C]287[/C][C]33.5657[/C][C]34.4983328388712[/C][C]-0.93263283887125[/C][/ROW]
[ROW][C]288[/C][C]33.1856[/C][C]33.80664725701[/C][C]-0.621047257009963[/C][/ROW]
[ROW][C]289[/C][C]33.297[/C][C]31.7772878980169[/C][C]1.5197121019831[/C][/ROW]
[ROW][C]290[/C][C]33.51[/C][C]32.1763731336535[/C][C]1.33362686634647[/C][/ROW]
[ROW][C]291[/C][C]31.3789[/C][C]30.1131194219273[/C][C]1.26578057807269[/C][/ROW]
[ROW][C]292[/C][C]29.4555[/C][C]28.323410471431[/C][C]1.13208952856902[/C][/ROW]
[ROW][C]293[/C][C]27.2699[/C][C]27.3470954558095[/C][C]-0.0771954558095125[/C][/ROW]
[ROW][C]294[/C][C]27.2586[/C][C]26.8738918689937[/C][C]0.384708131006349[/C][/ROW]
[ROW][C]295[/C][C]27.8591[/C][C]28.0591807336772[/C][C]-0.200080733677197[/C][/ROW]
[ROW][C]296[/C][C]29.6362[/C][C]30.0539711656321[/C][C]-0.417771165632093[/C][/ROW]
[ROW][C]297[/C][C]30.9587[/C][C]31.7965756377964[/C][C]-0.837875637796394[/C][/ROW]
[ROW][C]298[/C][C]31.8633[/C][C]34.6309522670717[/C][C]-2.76765226707166[/C][/ROW]
[ROW][C]299[/C][C]33.8188[/C][C]34.880877077543[/C][C]-1.06207707754302[/C][/ROW]
[ROW][C]300[/C][C]33.7531[/C][C]34.2549901312807[/C][C]-0.501890131280739[/C][/ROW]
[ROW][C]301[/C][C]33.6103[/C][C]33.1640878970798[/C][C]0.446212102920249[/C][/ROW]
[ROW][C]302[/C][C]32.9052[/C][C]32.9715189950188[/C][C]-0.0663189950188325[/C][/ROW]
[ROW][C]303[/C][C]29.5005[/C][C]30.2059594170856[/C][C]-0.705459417085581[/C][/ROW]
[ROW][C]304[/C][C]27.3634[/C][C]27.4092054253926[/C][C]-0.0458054253926043[/C][/ROW]
[ROW][C]305[/C][C]27.2298[/C][C]25.3571506908782[/C][C]1.87264930912183[/C][/ROW]
[ROW][C]306[/C][C]26.5211[/C][C]25.992255706697[/C][C]0.528844293302985[/C][/ROW]
[ROW][C]307[/C][C]26.5228[/C][C]26.9947367708277[/C][C]-0.47193677082775[/C][/ROW]
[ROW][C]308[/C][C]27.2991[/C][C]28.7591178074658[/C][C]-1.46001780746584[/C][/ROW]
[ROW][C]309[/C][C]29.1726[/C][C]29.8180306485655[/C][C]-0.645430648565544[/C][/ROW]
[ROW][C]310[/C][C]30.297[/C][C]31.9351449398479[/C][C]-1.63814493984789[/C][/ROW]
[ROW][C]311[/C][C]32.5287[/C][C]33.4156404876455[/C][C]-0.886940487645489[/C][/ROW]
[ROW][C]312[/C][C]32.487[/C][C]33.0941331093994[/C][C]-0.607133109399349[/C][/ROW]
[ROW][C]313[/C][C]32.4197[/C][C]32.3336479016168[/C][C]0.0860520983831776[/C][/ROW]
[ROW][C]314[/C][C]30.854[/C][C]31.7470570980797[/C][C]-0.893057098079748[/C][/ROW]
[ROW][C]315[/C][C]28.6995[/C][C]28.3107506347346[/C][C]0.388749365265426[/C][/ROW]
[ROW][C]316[/C][C]27.7881[/C][C]26.2966040076239[/C][C]1.49149599237613[/C][/ROW]
[ROW][C]317[/C][C]26.5609[/C][C]25.761312186852[/C][C]0.799587813148033[/C][/ROW]
[ROW][C]318[/C][C]25.9431[/C][C]25.3222345010321[/C][C]0.620865498967852[/C][/ROW]
[ROW][C]319[/C][C]25.5578[/C][C]25.9471325673605[/C][C]-0.389332567360494[/C][/ROW]
[ROW][C]320[/C][C]27.1275[/C][C]27.3349089259084[/C][C]-0.207408925908421[/C][/ROW]
[ROW][C]321[/C][C]30.2556[/C][C]29.320991644519[/C][C]0.934608355481036[/C][/ROW]
[ROW][C]322[/C][C]34.0976[/C][C]31.7807336266369[/C][C]2.31686637336313[/C][/ROW]
[ROW][C]323[/C][C]34.5614[/C][C]35.4648866545652[/C][C]-0.903486654565249[/C][/ROW]
[ROW][C]324[/C][C]34.2948[/C][C]35.2609292289445[/C][C]-0.966129228944489[/C][/ROW]
[ROW][C]325[/C][C]33.3418[/C][C]34.6242551438542[/C][C]-1.28245514385424[/C][/ROW]
[ROW][C]326[/C][C]31.8187[/C][C]32.9875615694042[/C][C]-1.16886156940421[/C][/ROW]
[ROW][C]327[/C][C]29.0818[/C][C]29.9527306567994[/C][C]-0.870930656799434[/C][/ROW]
[ROW][C]328[/C][C]27.3444[/C][C]27.7941097309204[/C][C]-0.449709730920436[/C][/ROW]
[ROW][C]329[/C][C]26.6233[/C][C]26.0446359178699[/C][C]0.578664082130139[/C][/ROW]
[ROW][C]330[/C][C]26.1869[/C][C]25.421698310771[/C][C]0.765201689228963[/C][/ROW]
[ROW][C]331[/C][C]26.2953[/C][C]25.6944210011853[/C][C]0.600878998814689[/C][/ROW]
[ROW][C]332[/C][C]28.7043[/C][C]27.6270326621856[/C][C]1.07726733781439[/C][/ROW]
[ROW][C]333[/C][C]32.0653[/C][C]30.6974935635775[/C][C]1.36780643642254[/C][/ROW]
[ROW][C]334[/C][C]34.5401[/C][C]33.9362503248501[/C][C]0.603849675149881[/C][/ROW]
[ROW][C]335[/C][C]34.6636[/C][C]35.47534376811[/C][C]-0.811743768109977[/C][/ROW]
[ROW][C]336[/C][C]34.2557[/C][C]35.2877224121335[/C][C]-1.03202241213355[/C][/ROW]
[ROW][C]337[/C][C]32.0526[/C][C]34.487556612849[/C][C]-2.43495661284898[/C][/ROW]
[ROW][C]338[/C][C]30.6892[/C][C]32.3437811521206[/C][C]-1.65458115212057[/C][/ROW]
[ROW][C]339[/C][C]28.012[/C][C]29.1941033782195[/C][C]-1.18210337821945[/C][/ROW]
[ROW][C]340[/C][C]26.1528[/C][C]27.0537281257153[/C][C]-0.900928125715268[/C][/ROW]
[ROW][C]341[/C][C]23.2276[/C][C]25.5047823456402[/C][C]-2.27718234564018[/C][/ROW]
[ROW][C]342[/C][C]24.244[/C][C]23.5820724879836[/C][C]0.661927512016447[/C][/ROW]
[ROW][C]343[/C][C]24.8141[/C][C]23.7212575683178[/C][C]1.09284243168221[/C][/ROW]
[ROW][C]344[/C][C]27.8632[/C][C]26.0693027913849[/C][C]1.7938972086151[/C][/ROW]
[ROW][C]345[/C][C]29.6233[/C][C]29.5876038908298[/C][C]0.0356961091702068[/C][/ROW]
[ROW][C]346[/C][C]32.4245[/C][C]31.8600038949629[/C][C]0.564496105037062[/C][/ROW]
[ROW][C]347[/C][C]33.3417[/C][C]32.7798314868824[/C][C]0.561868513117588[/C][/ROW]
[ROW][C]348[/C][C]33.0442[/C][C]33.1424581789294[/C][C]-0.0982581789293846[/C][/ROW]
[ROW][C]349[/C][C]32.0526[/C][C]32.1981791548532[/C][C]-0.145579154853174[/C][/ROW]
[ROW][C]350[/C][C]30.2182[/C][C]31.4622410932519[/C][C]-1.24404109325192[/C][/ROW]
[ROW][C]351[/C][C]28.9292[/C][C]28.6996922284089[/C][C]0.229507771591077[/C][/ROW]
[ROW][C]352[/C][C]26.8221[/C][C]27.3483602151292[/C][C]-0.526260215129245[/C][/ROW]
[ROW][C]353[/C][C]26.1032[/C][C]25.412446455943[/C][C]0.690753544057017[/C][/ROW]
[ROW][C]354[/C][C]25.9792[/C][C]26.1248824211871[/C][C]-0.14568242118715[/C][/ROW]
[ROW][C]355[/C][C]27.1443[/C][C]26.0647888568858[/C][C]1.07951114311419[/C][/ROW]
[ROW][C]356[/C][C]29.4993[/C][C]28.7031976060837[/C][C]0.796102393916346[/C][/ROW]
[ROW][C]357[/C][C]31.656[/C][C]31.026555519806[/C][C]0.629444480194046[/C][/ROW]
[ROW][C]358[/C][C]33.3665[/C][C]33.8063702163256[/C][C]-0.439870216325616[/C][/ROW]
[ROW][C]359[/C][C]35.0521[/C][C]34.2505598878795[/C][C]0.801540112120513[/C][/ROW]
[ROW][C]360[/C][C]34.4076[/C][C]34.4597922402601[/C][C]-0.0521922402601405[/C][/ROW]
[ROW][C]361[/C][C]33.069[/C][C]33.5226003872809[/C][C]-0.453600387280893[/C][/ROW]
[ROW][C]362[/C][C]31.5816[/C][C]32.1909938761108[/C][C]-0.609393876110815[/C][/ROW]
[ROW][C]363[/C][C]30.0695[/C][C]30.3436391907877[/C][C]-0.274139190787693[/C][/ROW]
[ROW][C]364[/C][C]29.0035[/C][C]28.4450648595911[/C][C]0.558435140408879[/C][/ROW]
[ROW][C]365[/C][C]28.6813[/C][C]27.5345974114463[/C][C]1.14670258855368[/C][/ROW]
[ROW][C]366[/C][C]28.359[/C][C]28.1279071110605[/C][C]0.231092888939543[/C][/ROW]
[ROW][C]367[/C][C]30.0447[/C][C]28.7617412722835[/C][C]1.28295872771652[/C][/ROW]
[ROW][C]368[/C][C]31.5073[/C][C]31.3902971067754[/C][C]0.117002893224576[/C][/ROW]
[ROW][C]369[/C][C]34.16[/C][C]33.3296520771063[/C][C]0.830347922893672[/C][/ROW]
[ROW][C]370[/C][C]35.57[/C][C]35.7731549823104[/C][C]-0.203154982310359[/C][/ROW]
[ROW][C]371[/C][C]36.42[/C][C]36.8511358375616[/C][C]-0.431135837561641[/C][/ROW]
[ROW][C]372[/C][C]35.12[/C][C]36.1272873862051[/C][C]-1.00728738620513[/C][/ROW]
[ROW][C]373[/C][C]33.14[/C][C]34.5730110712064[/C][C]-1.4330110712064[/C][/ROW]
[ROW][C]374[/C][C]30.29[/C][C]32.7112494016535[/C][C]-2.42124940165354[/C][/ROW]
[ROW][C]375[/C][C]28.2[/C][C]30.1345780088238[/C][C]-1.93457800882378[/C][/ROW]
[ROW][C]376[/C][C]26.5[/C][C]27.7791733974942[/C][C]-1.2791733974942[/C][/ROW]
[ROW][C]377[/C][C]25.47[/C][C]26.2216860507305[/C][C]-0.751686050730459[/C][/ROW]
[ROW][C]378[/C][C]24.96[/C][C]25.5139134343944[/C][C]-0.553913434394357[/C][/ROW]
[ROW][C]379[/C][C]25.6[/C][C]26.1857351607658[/C][C]-0.585735160765751[/C][/ROW]
[ROW][C]380[/C][C]27.76[/C][C]27.4167984481629[/C][C]0.343201551837151[/C][/ROW]
[ROW][C]381[/C][C]30.13[/C][C]29.7317204186135[/C][C]0.398279581386493[/C][/ROW]
[ROW][C]382[/C][C]32.35[/C][C]31.516058003105[/C][C]0.833941996894968[/C][/ROW]
[ROW][C]383[/C][C]32.8[/C][C]32.9695652836361[/C][C]-0.169565283636132[/C][/ROW]
[ROW][C]384[/C][C]32.54[/C][C]32.1090618092023[/C][C]0.430938190797747[/C][/ROW]
[ROW][C]385[/C][C]29.78[/C][C]31.0446019864125[/C][C]-1.26460198641252[/C][/ROW]
[ROW][C]386[/C][C]28.79[/C][C]28.8364276243664[/C][C]-0.0464276243664337[/C][/ROW]
[ROW][C]387[/C][C]26.8[/C][C]27.5788188700187[/C][C]-0.778818870018679[/C][/ROW]
[ROW][C]388[/C][C]25.41[/C][C]26.0345569337433[/C][C]-0.624556933743349[/C][/ROW]
[ROW][C]389[/C][C]24.34[/C][C]24.9985993894524[/C][C]-0.658599389452377[/C][/ROW]
[ROW][C]390[/C][C]24.39[/C][C]24.4092468127578[/C][C]-0.019246812757828[/C][/ROW]
[ROW][C]391[/C][C]25[/C][C]25.3166821029955[/C][C]-0.316682102995458[/C][/ROW]
[ROW][C]392[/C][C]26.27[/C][C]27.0535724388792[/C][C]-0.783572438879169[/C][/ROW]
[ROW][C]393[/C][C]27.88[/C][C]28.8461481905897[/C][C]-0.966148190589735[/C][/ROW]
[ROW][C]394[/C][C]29.35[/C][C]30.1480089558361[/C][C]-0.79800895583606[/C][/ROW]
[ROW][C]395[/C][C]29.83[/C][C]30.393909102959[/C][C]-0.563909102959027[/C][/ROW]
[ROW][C]396[/C][C]29.46[/C][C]29.5753201969181[/C][C]-0.115320196918113[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203047&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203047&T=2

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


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

Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
1310.19459.629373771367520.565126228632481
1410.301410.00272708958730.298672910412705
1510.06759.907190515320130.160309484679869
169.67159.600192684262860.0713073157371422
179.50199.485640240584620.0162597594153819
189.45979.454378848238490.00532115176150683
199.43629.430046854730350.00615314526965349
209.59199.496507425059830.0953925749401741
2110.01679.989765395139770.0269346048602319
2210.32210.6689062937212-0.346906293721227
2311.16611.1989869326756-0.0329869326755912
2411.545411.28780921468240.257590785317616
2511.371211.5475966827094-0.176396682709438
2611.072311.4589796199638-0.386679619963772
2710.81310.9791177783629-0.166117778362912
2810.301610.4781993129901-0.176599312990149
2910.422710.22043395467720.202266045322812
3010.316210.27134191920680.0448580807931744
3110.451910.26437277823240.187527221767622
3210.856710.45269927971680.404000720283179
3311.271611.06428941401550.207310585984477
3411.434111.6753163293582-0.241216329358149
3512.127312.3854683180792-0.258168318079164
3611.981412.4865120460467-0.505112046046674
3711.835212.2017282923085-0.366528292308509
3811.984711.93294642281170.0517535771883288
3911.54511.7511186119019-0.20611861190195
4011.528511.22500400123050.303495998769465
4111.553911.35158648473260.202313515267432
4211.62211.33715126147590.284848738524092
4311.657811.50347732749210.154322672507881
4411.676711.7652949613966-0.0885949613966055
4511.875212.0598968205952-0.184696820595162
4613.264312.29696270765890.967337292341057
4714.229713.57678357531340.652916424686619
4814.30814.0135407204530.294459279547038
4913.791514.1724732985381-0.380973298538088
5013.763314.0749076915119-0.311607691511915
5113.977513.61840423421390.359095765786126
5213.647813.57781928615660.0699807138433535
5313.224713.5570782519601-0.332378251960144
5413.097113.3260957755452-0.228995775545213
5513.103913.1965620292357-0.0926620292357363
5613.20613.2426237165744-0.0366237165743701
5713.790113.52452711565060.265572884349405
5814.645714.4542978451630.191402154836963
5915.576415.23617688272090.340223117279081
6015.610215.37662938672470.233570613275305
6115.885515.22838578242690.657114217573103
6216.013715.65697849319310.356721506806888
6315.618615.8002102307539-0.181610230753856
6415.38415.3863607103684-0.00236071036841778
6515.275115.16857554368460.10652445631543
6615.091215.193735121429-0.102535121428984
6714.922215.1854504928658-0.263250492865808
6815.623115.17769954899360.445400451006449
6916.673715.81944466558950.854255334410547
7017.680517.00637368013760.67412631986242
7119.191918.0881891034741.10371089652601
7219.171118.55913927359940.611960726400639
7318.565818.7775364095943-0.211736409594273
7418.128518.6778811181326-0.549381118132573
7516.79118.1745345751706-1.38353457517058
7616.946817.2656169481082-0.318816948108239
7717.316416.94465796274390.371742037256055
7817.181617.0134051081160.16819489188401
7916.762717.0720114140829-0.309311414082945
8017.23917.338444047844-0.0994440478439707
8117.883817.8917099067047-0.00790990670470393
8218.903818.59385992556580.309940074434166
8320.027419.67838601646760.349013983532441
8420.008719.58420159565830.42449840434173
8519.636619.37031896379120.266281036208753
8619.816319.3570307565210.459269243478992
8718.860218.9909688632289-0.130768863228869
8817.920619.1217332152506-1.20113321525055
8917.688918.6667890731234-0.977889073123421
9017.8418.0066914475159-0.16669144751588
9117.67817.705960863279-0.0279608632790413
9217.725818.190677708724-0.464877708723996
9318.586518.6043578849005-0.0178578849004687
9419.980419.42950118601440.550898813985615
9521.158420.64230409481490.516095905185093
9621.292120.65667787267490.635422127325061
9720.944520.47650015612160.467999843878374
9820.573120.6378453756735-0.0647453756735281
9919.327419.776541073742-0.449141073741966
10017.786619.3111611426841-1.52456114268413
10117.748318.7899389767934-1.04163897679344
10217.564818.4294091620754-0.864609162075372
10317.476317.8470709071887-0.370770907188717
10417.726417.9811175351567-0.254717535156662
10518.573618.6724303228626-0.0988303228625647
10619.923619.68648117890210.237118821097919
10721.328620.72766398963440.600936010365604
10820.724920.8240537330693-0.09915373306929
10920.333420.21535299926710.118047000732943
11019.765819.9798390740421-0.214039074042145
11118.756918.8779844446256-0.121084444625627
11217.696318.1155294754083-0.419229475408283
11317.797818.3128276328719-0.515027632871938
11418.177118.2705430090492-0.0934430090492384
11518.373818.2556566192510.118143380748961
11618.199618.6683608018858-0.468760801885811
11718.844319.3193148426882-0.475014842688207
11820.100120.2889434102163-0.188843410216311
11921.245821.2722960493976-0.0264960493976325
12020.838120.7746472095350.0634527904649609
12120.196720.3267484052807-0.130048405280721
12219.815919.8293239054349-0.0134239054348733
12318.578418.8550347429995-0.276634742999505
12419.2117.888865498791.32113450121003
12519.341918.87376371993140.468136280068567
12619.1219.4743777865566-0.354377786556554
12719.156319.4225112705314-0.266211270531358
12818.978319.4092735756887-0.4309735756887
12920.291320.07478987061680.216510129383174
13022.543921.49282243438641.05107756561364
13123.282123.13820571971990.143894280280083
13222.619122.7637719325874-0.144671932587364
13322.159922.14138542074280.0185145792572285
13421.276621.767608118465-0.491008118464975
13519.084620.4608341534551-1.37623415345512
13618.909619.6298615273214-0.720261527321423
13718.809519.2855725384251-0.4760725384251
13820.116419.08956349744121.02683650255878
13920.776219.72792470809391.04827529190612
14020.904420.27253509209160.631864907908355
14122.002621.71375952764940.288840472350582
14223.640123.51300104727210.127098952727877
14325.0424.3445758394240.695424160576025
14424.718524.11566314936680.602836850633174
14524.175223.92041910078990.254780899210136
14624.138223.45365720374520.684542796254796
14722.394922.34972389802470.0451761019753043
14821.374322.477870416737-1.10357041673696
14921.491122.0622738550886-0.571173855088571
15021.218722.4507682265026-1.23206822650258
15121.213722.0260716278822-0.812371627882225
15221.673521.51169352445490.161806475545131
15322.509622.5852489277214-0.075648927721371
15424.309724.14081196507390.168888034926095
15525.798925.22325077446880.575649225531187
15625.437624.89551028062680.542089719373152
15723.87824.5240925509798-0.646092550979763
15823.696623.7990621211054-0.102462121105393
15923.354422.04826143704151.30613856295848
16021.199322.2986056291484-1.09930562914841
16122.043122.099515152551-0.0564151525510397
16222.020322.4572829406797-0.43698294067968
16321.88622.582972223452-0.696972223451994
16421.977122.5240808032375-0.546980803237481
16523.075923.1591830278017-0.0832830278016559
16624.985924.80890947078460.176990529215445
16726.261426.0598922500960.201507749904039
16826.112725.53609983910140.576600160898625
16925.629624.68749043657870.942109563421312
17025.292624.94353294702250.34906705297751
17122.814623.9901341604274-1.17553416042737
17222.297422.06182014725630.235579852743683
17322.886822.9269836324203-0.0401836324203195
17422.461223.1342446551806-0.673044655180572
17522.316523.0382941810491-0.721794181049141
17622.731923.0272912360853-0.295391236085269
17723.269223.9719409295977-0.70274092959767
17824.943225.4307449389783-0.487544938978338
17927.827226.37031816568941.45688183431055
18027.405926.59760656275890.808293437241076
18126.623226.0091623260990.614037673900999
18226.877925.86274959178191.01515040821815
18325.10524.59834095367330.506659046326682
18423.60124.0576764218647-0.456676421864749
18523.537424.4822829296312-0.944882929631159
18623.524823.9980996004789-0.473299600478878
18722.946523.9780864052642-1.03158640526419
18823.663323.9952909466309-0.331990946630924
18925.593224.75453713552910.838662864470901
19027.768327.04045781544850.727842184551491
19129.469129.36795153141320.101148468586846
19228.347228.6859573226121-0.338757322612057
19328.387927.47170308758850.916196912411518
19427.969627.63600829887750.333591701122469
19526.007525.83694818220.170551817800032
19624.253324.737778945383-0.484478945383046
19724.499924.9464870877212-0.446587087721181
19823.898824.893972424939-0.995172424938978
19923.668324.3937707482777-0.725470748277729
20023.942724.8444807862001-0.901780786200089
20126.015525.81258088932810.202919110671903
20228.952927.746001712911.20689828709001
20330.30230.04071677402610.261283225973859
20429.87429.25146347471210.622536525287902
20528.225729.0127891422302-0.787089142230229
20628.081128.1213563467421-0.0402563467420549
20726.339826.07169826883690.268101731163132
20825.484724.74396423736480.74073576263519
20925.482325.5502461746277-0.0679461746277248
21024.969725.451386841879-0.481686841879036
21125.228225.3077622430438-0.0795622430437568
21225.925725.996092777663-0.0703927776630131
21328.781827.82045278144720.96134721855277
21427.955230.5359745178161-2.58077451781605
21533.347530.63328143697592.71421856302407
21632.783431.16465962872011.61874037127992
21731.658630.82561535248580.832984647514227
21831.661331.02428581940770.637014180592306
21929.183929.4368058216401-0.252905821640098
22028.882528.06673490858130.815765091418729
22127.633428.5866919976225-0.953291997622536
22227.751127.9043718132665-0.153271813266503
22327.379228.0926156501799-0.713415650179883
22427.774828.4907365133578-0.715936513357818
22531.432930.43898712182740.993912878172551
22633.273531.71633327513281.55716672486724
22735.096235.9847728236153-0.888572823615291
22834.953734.35624081335240.597459186647647
22931.830733.2117541657466-1.38105416574664
23030.998432.2737711509282-1.27537115092818
23128.62929.4019935661006-0.772993566100631
23226.437928.2166246605336-1.77872466053355
23325.440826.7563803575192-1.31558035751916
23424.668126.2149856052307-1.54688560523067
23524.099425.488427913921-1.38902791392103
23624.604325.5417053730366-0.937405373036572
23727.249228.0665888838137-0.817388883813699
23829.551128.68567117283180.865428827168174
23929.852231.58702163426-1.73482163425999
24031.698930.13596822757711.56293177242295
24129.635728.60667397711421.02902602288576
24230.519728.83770949126551.68199050873449
24332.782327.56735406671025.21494593328982
24424.994228.822015330372-3.82781533037195
24523.518726.5732433048479-3.05454330484788
24624.024925.0999889530405-1.07508895304048
24724.569224.6563300019965-0.0871300019965453
24824.40225.5126028273958-1.11060282739576
24926.708928.0006942403101-1.29179424031011
25031.687429.08231550457712.60508449542285
25132.880131.74035389059041.13974610940958
25232.790633.0254845231796-0.234884523179652
25330.878530.42253000973410.455969990265849
25430.302430.6508827349147-0.348482734914658
25528.367929.8650080498423-1.49710804984231
25625.657824.17232704255451.48547295744549
25725.159824.76477206339690.395027936603096
25824.614325.7517135975505-1.13741359755051
25924.52825.6866028634125-1.15860286341254
26025.290525.6087293904743-0.318229390474308
26130.001628.39983538100941.60176461899064
26234.272832.47418192627591.79861807372405
26334.440834.15018478493930.290615215060676
26434.190734.4679846355662-0.277284635566232
26533.663632.13316059338471.53043940661526
26633.907332.54832188945221.35897811054778
26730.217532.1136578811878-1.89615788118785
26828.527427.47040104554081.05699895445921
26925.950527.418328153444-1.46782815344404
27026.239826.8901647716637-0.650364771663668
27126.281927.0535085943215-0.771608594321471
27226.736227.5126070417817-0.776407041781688
27328.839530.8818074047264-2.04230740472638
27431.095133.2963800073389-2.20128000733894
27533.701532.42933372398321.2721662760168
27633.809132.96709579871670.842004201283338
27732.112631.90008787384580.212512126154209
2783231.60274561262810.397254387371913
27929.12229.3516109877461-0.229610987746145
28026.812426.70724322703690.105156772963142
28125.465425.1463958023260.319004197673973
28223.833125.7964904786171-1.96339047861709
28324.71425.2709931498161-0.556993149816055
28428.328825.81750158627912.51129841372089
28529.639130.227274453255-0.588174453255004
28632.454233.2693049406338-0.815104940633844
28733.565734.4983328388712-0.93263283887125
28833.185633.80664725701-0.621047257009963
28933.29731.77728789801691.5197121019831
29033.5132.17637313365351.33362686634647
29131.378930.11311942192731.26578057807269
29229.455528.3234104714311.13208952856902
29327.269927.3470954558095-0.0771954558095125
29427.258626.87389186899370.384708131006349
29527.859128.0591807336772-0.200080733677197
29629.636230.0539711656321-0.417771165632093
29730.958731.7965756377964-0.837875637796394
29831.863334.6309522670717-2.76765226707166
29933.818834.880877077543-1.06207707754302
30033.753134.2549901312807-0.501890131280739
30133.610333.16408789707980.446212102920249
30232.905232.9715189950188-0.0663189950188325
30329.500530.2059594170856-0.705459417085581
30427.363427.4092054253926-0.0458054253926043
30527.229825.35715069087821.87264930912183
30626.521125.9922557066970.528844293302985
30726.522826.9947367708277-0.47193677082775
30827.299128.7591178074658-1.46001780746584
30929.172629.8180306485655-0.645430648565544
31030.29731.9351449398479-1.63814493984789
31132.528733.4156404876455-0.886940487645489
31232.48733.0941331093994-0.607133109399349
31332.419732.33364790161680.0860520983831776
31430.85431.7470570980797-0.893057098079748
31528.699528.31075063473460.388749365265426
31627.788126.29660400762391.49149599237613
31726.560925.7613121868520.799587813148033
31825.943125.32223450103210.620865498967852
31925.557825.9471325673605-0.389332567360494
32027.127527.3349089259084-0.207408925908421
32130.255629.3209916445190.934608355481036
32234.097631.78073362663692.31686637336313
32334.561435.4648866545652-0.903486654565249
32434.294835.2609292289445-0.966129228944489
32533.341834.6242551438542-1.28245514385424
32631.818732.9875615694042-1.16886156940421
32729.081829.9527306567994-0.870930656799434
32827.344427.7941097309204-0.449709730920436
32926.623326.04463591786990.578664082130139
33026.186925.4216983107710.765201689228963
33126.295325.69442100118530.600878998814689
33228.704327.62703266218561.07726733781439
33332.065330.69749356357751.36780643642254
33434.540133.93625032485010.603849675149881
33534.663635.47534376811-0.811743768109977
33634.255735.2877224121335-1.03202241213355
33732.052634.487556612849-2.43495661284898
33830.689232.3437811521206-1.65458115212057
33928.01229.1941033782195-1.18210337821945
34026.152827.0537281257153-0.900928125715268
34123.227625.5047823456402-2.27718234564018
34224.24423.58207248798360.661927512016447
34324.814123.72125756831781.09284243168221
34427.863226.06930279138491.7938972086151
34529.623329.58760389082980.0356961091702068
34632.424531.86000389496290.564496105037062
34733.341732.77983148688240.561868513117588
34833.044233.1424581789294-0.0982581789293846
34932.052632.1981791548532-0.145579154853174
35030.218231.4622410932519-1.24404109325192
35128.929228.69969222840890.229507771591077
35226.822127.3483602151292-0.526260215129245
35326.103225.4124464559430.690753544057017
35425.979226.1248824211871-0.14568242118715
35527.144326.06478885688581.07951114311419
35629.499328.70319760608370.796102393916346
35731.65631.0265555198060.629444480194046
35833.366533.8063702163256-0.439870216325616
35935.052134.25055988787950.801540112120513
36034.407634.4597922402601-0.0521922402601405
36133.06933.5226003872809-0.453600387280893
36231.581632.1909938761108-0.609393876110815
36330.069530.3436391907877-0.274139190787693
36429.003528.44506485959110.558435140408879
36528.681327.53459741144631.14670258855368
36628.35928.12790711106050.231092888939543
36730.044728.76174127228351.28295872771652
36831.507331.39029710677540.117002893224576
36934.1633.32965207710630.830347922893672
37035.5735.7731549823104-0.203154982310359
37136.4236.8511358375616-0.431135837561641
37235.1236.1272873862051-1.00728738620513
37333.1434.5730110712064-1.4330110712064
37430.2932.7112494016535-2.42124940165354
37528.230.1345780088238-1.93457800882378
37626.527.7791733974942-1.2791733974942
37725.4726.2216860507305-0.751686050730459
37824.9625.5139134343944-0.553913434394357
37925.626.1857351607658-0.585735160765751
38027.7627.41679844816290.343201551837151
38130.1329.73172041861350.398279581386493
38232.3531.5160580031050.833941996894968
38332.832.9695652836361-0.169565283636132
38432.5432.10906180920230.430938190797747
38529.7831.0446019864125-1.26460198641252
38628.7928.8364276243664-0.0464276243664337
38726.827.5788188700187-0.778818870018679
38825.4126.0345569337433-0.624556933743349
38924.3424.9985993894524-0.658599389452377
39024.3924.4092468127578-0.019246812757828
3912525.3166821029955-0.316682102995458
39226.2727.0535724388792-0.783572438879169
39327.8828.8461481905897-0.966148190589735
39429.3530.1480089558361-0.79800895583606
39529.8330.393909102959-0.563909102959027
39629.4629.5753201969181-0.115320196918113






Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
39727.532559895975725.716335122861629.3487846690898
39826.413079776990724.399162253683428.426997300298
39924.860097574847922.664223788151727.0559713615441
40023.736928002705221.371189844678126.1026661607323
40122.972706917436820.446745567168925.4986682677047
40222.950681998258520.272398268734825.6289657277821
40323.734849824699620.91085674267526.5588429067242
40425.421187232860622.457113813704428.3852606520167
40527.504963563138224.405667260276430.604259866
40629.332225694518726.101946006890632.5625053821467
40730.052840722353426.695313356436233.4103680882706
40829.687428258107326.205971961196433.1688845550182

\begin{tabular}{lllllllll}
\hline
Extrapolation Forecasts of Exponential Smoothing \tabularnewline
t & Forecast & 95% Lower Bound & 95% Upper Bound \tabularnewline
397 & 27.5325598959757 & 25.7163351228616 & 29.3487846690898 \tabularnewline
398 & 26.4130797769907 & 24.3991622536834 & 28.426997300298 \tabularnewline
399 & 24.8600975748479 & 22.6642237881517 & 27.0559713615441 \tabularnewline
400 & 23.7369280027052 & 21.3711898446781 & 26.1026661607323 \tabularnewline
401 & 22.9727069174368 & 20.4467455671689 & 25.4986682677047 \tabularnewline
402 & 22.9506819982585 & 20.2723982687348 & 25.6289657277821 \tabularnewline
403 & 23.7348498246996 & 20.910856742675 & 26.5588429067242 \tabularnewline
404 & 25.4211872328606 & 22.4571138137044 & 28.3852606520167 \tabularnewline
405 & 27.5049635631382 & 24.4056672602764 & 30.604259866 \tabularnewline
406 & 29.3322256945187 & 26.1019460068906 & 32.5625053821467 \tabularnewline
407 & 30.0528407223534 & 26.6953133564362 & 33.4103680882706 \tabularnewline
408 & 29.6874282581073 & 26.2059719611964 & 33.1688845550182 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=203047&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]397[/C][C]27.5325598959757[/C][C]25.7163351228616[/C][C]29.3487846690898[/C][/ROW]
[ROW][C]398[/C][C]26.4130797769907[/C][C]24.3991622536834[/C][C]28.426997300298[/C][/ROW]
[ROW][C]399[/C][C]24.8600975748479[/C][C]22.6642237881517[/C][C]27.0559713615441[/C][/ROW]
[ROW][C]400[/C][C]23.7369280027052[/C][C]21.3711898446781[/C][C]26.1026661607323[/C][/ROW]
[ROW][C]401[/C][C]22.9727069174368[/C][C]20.4467455671689[/C][C]25.4986682677047[/C][/ROW]
[ROW][C]402[/C][C]22.9506819982585[/C][C]20.2723982687348[/C][C]25.6289657277821[/C][/ROW]
[ROW][C]403[/C][C]23.7348498246996[/C][C]20.910856742675[/C][C]26.5588429067242[/C][/ROW]
[ROW][C]404[/C][C]25.4211872328606[/C][C]22.4571138137044[/C][C]28.3852606520167[/C][/ROW]
[ROW][C]405[/C][C]27.5049635631382[/C][C]24.4056672602764[/C][C]30.604259866[/C][/ROW]
[ROW][C]406[/C][C]29.3322256945187[/C][C]26.1019460068906[/C][C]32.5625053821467[/C][/ROW]
[ROW][C]407[/C][C]30.0528407223534[/C][C]26.6953133564362[/C][C]33.4103680882706[/C][/ROW]
[ROW][C]408[/C][C]29.6874282581073[/C][C]26.2059719611964[/C][C]33.1688845550182[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=203047&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=203047&T=3

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


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

Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
39727.532559895975725.716335122861629.3487846690898
39826.413079776990724.399162253683428.426997300298
39924.860097574847922.664223788151727.0559713615441
40023.736928002705221.371189844678126.1026661607323
40122.972706917436820.446745567168925.4986682677047
40222.950681998258520.272398268734825.6289657277821
40323.734849824699620.91085674267526.5588429067242
40425.421187232860622.457113813704428.3852606520167
40527.504963563138224.405667260276430.604259866
40629.332225694518726.101946006890632.5625053821467
40730.052840722353426.695313356436233.4103680882706
40829.687428258107326.205971961196433.1688845550182


Figures (Output of Computation)

Input Parameters & R Code

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