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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 computationFri, 27 Nov 2009 08:04:36 -0700
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2009/Nov/27/t1259334314udw0movhtq9652j.htm/, Retrieved Sat, 27 Apr 2024 06:38:55 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=60874, Retrieved Sat, 27 Apr 2024 06:38:55 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact406

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Univariate Data Series] [data set] [2008-12-01 19:54:57] [b98453cac15ba1066b407e146608df68]
- RMP     [Exponential Smoothing] [] [2009-11-27 15:04:36] [d76b387543b13b5e3afd8ff9e5fdc89f] [Current]
-    D      [Exponential Smoothing] [ws 9 exp smoo] [2009-11-29 13:45:21] [6e4e01d7eb22a9f33d58ebb35753a195]
-   PD      [Exponential Smoothing] [] [2009-12-01 13:02:40] [3445d50c581a74ea3ff7b84cc82fcfeb]
- R  D      [Exponential Smoothing] [] [2009-12-01 19:07:33] [96d96f181930b548ce74f8c3116c4873]
-    D      [Exponential Smoothing] [Exponential smoot...] [2009-12-01 19:57:48] [d46757a0a8c9b00540ab7e7e0c34bfc4]
-    D      [Exponential Smoothing] [SHWWS9klasmeth4] [2009-12-01 20:08:40] [a66d3a79ef9e5308cd94a469bc5ca464]
-   PD      [Exponential Smoothing] [Exponential Smoot...] [2009-12-01 20:26:53] [36becc366f59efff5c3495030cea7527]
-   PD      [Exponential Smoothing] [BBWS9-exponential...] [2009-12-01 20:49:49] [408e92805dcb18620260f240a7fb9d53]
-   PD        [Exponential Smoothing] [shw-ws9] [2009-12-04 13:41:32] [2663058f2a5dda519058ac6b2228468f]
-   PD          [Exponential Smoothing] [ws 9 theorie 2] [2009-12-04 19:32:15] [134dc66689e3d457a82860db6471d419]
-   PD      [Exponential Smoothing] [] [2009-12-01 21:25:38] [1c9e2d56abd8ff474f03ef7df8c5b4d9]
-    D      [Exponential Smoothing] [ws9] [2009-12-01 21:47:16] [757146c69eaf0537be37c7b0c18216d8]
-   PD      [Exponential Smoothing] [Exponential smoot...] [2009-12-02 16:10:30] [00ae4ca1aa430eb3950856e282097098]
-   PD      [Exponential Smoothing] [WS9 Berekening5 TVD] [2009-12-02 17:06:59] [42ad1186d39724f834063794eac7cea3]
-   P         [Exponential Smoothing] [BDM 11] [2009-12-02 17:30:10] [f5d341d4bbba73282fc6e80153a6d315]
-   P         [Exponential Smoothing] [TG 11] [2009-12-02 18:05:56] [a21bac9c8d3d56fdec8be4e719e2c7ed]
-   P           [Exponential Smoothing] [WorkShop9 (SHW)] [2009-12-04 15:03:25] [37daf76adc256428993ec4063536c760]
-   PD        [Exponential Smoothing] [] [2009-12-07 20:55:51] [42ad1186d39724f834063794eac7cea3]
-    D      [Exponential Smoothing] [Workshop 9: Expon...] [2009-12-02 17:47:44] [b00a5c3d5f6ccb867aa9e2de58adfa61]
-   PD      [Exponential Smoothing] [ws 8 Ad hoc forec...] [2009-12-02 20:19:53] [616e2df490b611f6cb7080068870ecbd]
-   PD        [Exponential Smoothing] [Workshop 9] [2009-12-04 12:15:07] [4fe1472705bb0a32f118ba3ca90ffa8e]
-   PD          [Exponential Smoothing] [WS9] [2009-12-11 12:54:10] [4fe1472705bb0a32f118ba3ca90ffa8e]
-   PD      [Exponential Smoothing] [WS09 - Exponentia...] [2009-12-02 20:49:23] [df6326eec97a6ca984a853b142930499]
- R PD        [Exponential Smoothing] [] [2010-12-07 09:58:27] [d7b28a0391ab3b2ddc9f9fba95a43f33]
- R  D      [Exponential Smoothing] [] [2009-12-02 21:06:49] [80b559301b076f6db87527dfd2199d75]
- R P         [Exponential Smoothing] [] [2009-12-16 21:07:58] [00ae4ca1aa430eb3950856e282097098]
-   PD      [Exponential Smoothing] [Exponential Smoot...] [2009-12-02 21:26:47] [e2a6b1b31bd881219e1879835b4c60d0]
-   PD        [Exponential Smoothing] [Exponential Smoot...] [2009-12-03 18:09:40] [e2a6b1b31bd881219e1879835b4c60d0]
-   PD      [Exponential Smoothing] [ws9 exponential s...] [2009-12-02 21:50:49] [cd6314e7e707a6546bd4604c9d1f2b69]
-    D      [Exponential Smoothing] [WS 9] [2009-12-03 15:14:53] [3e19a07d230ba260a720e0e03e0f40f2]
-   P         [Exponential Smoothing] [WS 9] [2009-12-04 20:00:31] [786e067c4f7cec17385c4742b96b6dfa]
-    D      [Exponential Smoothing] [Exponential smoot...] [2009-12-03 16:44:51] [d46757a0a8c9b00540ab7e7e0c34bfc4]
-    D      [Exponential Smoothing] [Exponential smoot...] [2009-12-03 16:44:51] [d46757a0a8c9b00540ab7e7e0c34bfc4]
-    D        [Exponential Smoothing] [Exponential smoot...] [2009-12-04 16:17:53] [34d27ebe78dc2d31581e8710befe8733]
-   PD          [Exponential Smoothing] [Exponential smoot...] [2009-12-16 22:59:52] [34d27ebe78dc2d31581e8710befe8733]
-    D        [Exponential Smoothing] [Exponential Smoot...] [2009-12-04 19:32:46] [4f1a20f787b3465111b61213cdeef1a9]
-    D          [Exponential Smoothing] [Experimental smoo...] [2009-12-11 16:09:28] [4f1a20f787b3465111b61213cdeef1a9]
-   PD          [Exponential Smoothing] [Exponential Smoot...] [2009-12-11 16:49:18] [4f1a20f787b3465111b61213cdeef1a9]
-   PD      [Exponential Smoothing] [w] [2009-12-03 17:24:44] [315ba876df544ad397193b5931d5f354]
-   PD      [Exponential Smoothing] [Exponential Smoot...] [2009-12-03 17:28:15] [54d83950395cfb8ca1091bdb7440f70a]
- RMPD      [ARIMA Forecasting] [] [2009-12-03 17:32:19] [315ba876df544ad397193b5931d5f354]
-   P         [ARIMA Forecasting] [Forecasting] [2009-12-11 09:35:03] [315ba876df544ad397193b5931d5f354]
-    D      [Exponential Smoothing] [] [2009-12-03 17:45:05] [58e1a7a2c10f1de09acf218271f55dfd]
-   PD        [Exponential Smoothing] [] [2009-12-04 12:36:22] [74be16979710d4c4e7c6647856088456]
- R PD      [Exponential Smoothing] [] [2009-12-03 17:51:35] [1eab65e90adf64584b8e6f0da23ff414]
-   PD      [Exponential Smoothing] [workshop 9 bereke...] [2009-12-03 18:00:28] [eaf42bcf5162b5692bb3c7f9d4636222]
-   PD        [Exponential Smoothing] [review workshop 9] [2009-12-04 10:37:14] [eaf42bcf5162b5692bb3c7f9d4636222]
-    D          [Exponential Smoothing] [review workshop 9] [2009-12-06 10:46:29] [eaf42bcf5162b5692bb3c7f9d4636222]
-   PD        [Exponential Smoothing] [] [2009-12-09 16:18:05] [3425351e86519d261a643e224a0c8ee1]

[Truncated]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
235.1
280.7
264.6
240.7
201.4
240.8
241.1
223.8
206.1
174.7
203.3
220.5
299.5
347.4
338.3
327.7
351.6
396.6
438.8
395.6
363.5
378.8
357
369
464.8
479.1
431.3
366.5
326.3
355.1
331.6
261.3
249
205.5
235.6
240.9
264.9
253.8
232.3
193.8
177
213.2
207.2
180.6
188.6
175.4
199
179.6
225.8
234
200.2
183.6
178.2
203.2
208.5
191.8
172.8
148
159.4
154.5
213.2
196.4
182.8
176.4
153.6
173.2
171
151.2
161.9
157.2
201.7
236.4
356.1
398.3
403.7
384.6
365.8
368.1
367.9
347
343.3
292.9
311.5
300.9
366.9
356.9
329.7
316.2
269
289.3
266.2
253.6
233.8
228.4
253.6
260.1
306.6
309.2
309.5
271
279.9
317.9
298.4
246.7
227.3
209.1
259.9
266
320.6
308.5
282.2
262.7
263.5
313.1
284.3
252.6
250.3
246.5
312.7
333.2
446.4
511.6
515.5
506.4
483.2
522.3
509.8
460.7
405.8
375
378.5
406.8
467.8
469.8
429.8
355.8
332.7
378
360.5
334.7
319.5
323.1
363.6
352.1
411.9
388.6
416.4
360.7
338
417.2
388.4
371.1
331.5
353.7
396.7
447
533.5
565.4
542.3
488.7
467.1
531.3
496.1
444
403.4
386.3
394.1
404.1
462.1
448.1
432.3
386.3
395.2
421.9
382.9
384.2
345.5
323.4
372.6
376
462.7
487
444.2
399.3
394.9
455.4
414
375.5
347
339.4
385.8
378.8
451.8
446.1
422.5
383.1
352.8
445.3
367.5
355.1
326.2
319.8
331.8
340.9
394.1
417.2
369.9
349.2
321.4
405.7
342.9
316.5
284.2
270.9
288.8
278.8
324.4
310.9
299
273
279.3
359.2
305
282.1
250.3
246.5
257.9
266.5
315.9
318.4
295.4
266.4
245.8
362.8
324.9
294.2
289.5
295.2
290.3
272
307.4
328.7
292.9
249.1
230.4
361.5
321.7
277.2
260.7
251
257.6
241.8
287.5
292.3
274.7
254.2
230
339
318.2
287
295.8
284
271
262.7
340.6
379.4
373.3
355.2
338.4
466.9
451
422
429.2
425.9
460.7
463.6
541.4
544.2
517.5
469.4
439.4
549
533
506.1
484
457
481.5
469.5
544.7
541.2
521.5
469.7
434.4
542.6
517.3
485.7
465.8
447
426.6
411.6
467.5
484.5
451.2
417.4
379.9
484.7
455
420.8
416.5
376.3
405.6
405.8
500.8
514
475.5
430.1
414.4
538
526
488.5
520.2
504.4
568.5
610.6
818
830.9
835.9
782
762.3
856.9
820.9
769.6
752.2
724.4
723.1
719.5
817.4
803.3
752.5
689
630.4
765.5
757.7
732.2
702.6
683.3
709.5
702.2
784.8
810.9
755.6
656.8
615.1
745.3
694.1
675.7
643.7
622.1
634.6
588
689.7
673.9
647.9
568.8
545.7
632.6
643.8
593.1
579.7
546
562.9
572.5

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time3 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 3 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ 72.249.127.135 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=60874&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]3 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Gwilym Jenkins' @ 72.249.127.135[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=60874&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=60874&T=0

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


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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time3 seconds
R Server'Gwilym Jenkins' @ 72.249.127.135






Estimated Parameters of Exponential Smoothing
ParameterValue
alpha0.834190584507086
beta0.0314371802584989
gamma1

\begin{tabular}{lllllllll}
\hline
Estimated Parameters of Exponential Smoothing \tabularnewline
Parameter & Value \tabularnewline
alpha & 0.834190584507086 \tabularnewline
beta & 0.0314371802584989 \tabularnewline
gamma & 1 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=60874&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]0.834190584507086[/C][/ROW]
[ROW][C]beta[/C][C]0.0314371802584989[/C][/ROW]
[ROW][C]gamma[/C][C]1[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=60874&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=60874&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
alpha0.834190584507086
beta0.0314371802584989
gamma1






Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
13299.5237.62747618614461.8725238138558
14347.4334.68420332637312.7157966736274
15338.3337.1242383196831.17576168031724
16327.7326.9401176591620.759882340838374
17351.6351.0532409790260.546759020973809
18396.6398.633000518542-2.03300051854166
19438.8389.48984628835249.3101537116478
20395.6405.364615816722-9.76461581672157
21363.5370.107395833236-6.60739583323613
22378.8311.42696738429967.373032615701
23357425.406491421209-68.4064914212094
24369393.290788189667-24.2907881896666
25464.8513.533753724449-48.7337537244489
26479.1521.378815401933-42.2788154019327
27431.3463.753172723408-32.4531727234081
28366.5415.288175047649-48.7881750476486
29326.3395.158503716480-68.8585037164795
30355.1376.753057716640-21.6530577166395
31331.6353.723145062591-22.1231450625905
32261.3304.340882187927-43.0408821879271
33249246.9603481813052.03965181869464
34205.5216.679853301282-11.1798533012818
35235.6222.94211720215212.6578827978481
36240.9251.58308497042-10.6830849704202
37264.9328.25761734098-63.35761734098
38253.8300.622155813587-46.8221558135869
39232.3246.570735622218-14.2707356222176
40193.8217.97402176317-24.1740217631701
41177203.015550718155-26.0155507181548
42213.2203.9928181937059.20718180629467
43207.2205.5960254773351.60397452266457
44180.6182.439793276172-1.8397932761722
45188.6169.17274925615519.4272507438454
46175.4158.31067010932017.0893298906797
47199187.48481542995511.5151845700454
48179.6207.498578232654-27.8985782326538
49225.8239.439214992592-13.6392149925919
50234249.392887806181-15.3928878061805
51200.2226.171511133149-25.9715111331492
52183.6186.658271387136-3.05827138713602
53178.2187.212548205495-9.01254820549545
54203.2207.693982599485-4.49398259948549
55208.5195.84678876968312.6532112303171
56191.8180.67041094686111.1295890531393
57172.8180.531206710462-7.73120671046246
58148147.7256237045150.274376295484814
59159.4158.5941472168100.805852783190488
60154.5160.696894105894-6.19689410589396
61213.2204.0714491719139.12855082808741
62196.4230.365107477265-33.9651074772655
63182.8189.974333410757-7.17433341075713
64176.4170.2599431962566.14005680374376
65153.6176.720028868842-23.120028868842
66173.2181.741312509294-8.5413125092945
67171168.8718272034582.12817279654195
68151.2148.1656355549253.03436444507534
69161.9139.63601061000722.2639893899932
70157.2134.8061176483222.3938823516799
71201.7164.58153835001437.1184616499865
72236.4196.54416510358639.855834896414
73356.1307.95487481570648.1451251842944
74398.3368.74231903975929.5576809602414
75403.7382.88247820165620.8175217983443
76384.6380.236813179634.36318682037029
77365.8380.127495156166-14.3274951561659
78368.1438.947318995252-70.8473189952516
79367.9376.476661613892-8.57666161389199
80347325.42662496645621.5733750335442
81343.3329.05557059519414.2444294048058
82292.9293.809700047159-0.909700047159447
83311.5318.635578971566-7.13557897156625
84300.9314.220628238634-13.3206282386343
85366.9403.388371531988-36.4883715319876
86356.9389.091648366189-32.1916483661891
87329.7348.65279769522-18.9527976952199
88316.2311.3075662391674.89243376083311
89269307.082879226767-38.0828792267666
90289.3316.793051056817-27.4930510568173
91266.2296.430059110568-30.2300591105678
92253.6239.49312356823414.1068764317660
93233.8237.186895038201-3.38689503820149
94228.4198.02814214525430.3718578547456
95253.6239.98753593505613.6124640649436
96260.1249.94801769467310.1519823053270
97306.6339.008756096236-32.4087560962364
98309.2324.090947732778-14.890947732778
99309.5300.0269105009579.47308949904306
100271290.523410386492-19.5234103864915
101279.9258.86288483304621.0371151669538
102317.9320.26736367161-2.36736367160978
103298.4320.511644503176-22.1116445031757
104246.7274.904395761274-28.2043957612742
105227.3234.090662576146-6.79066257614608
106209.1197.3722509324411.7277490675601
107259.9218.69359495676541.2064050432348
108266250.74243224969015.2575677503104
109320.6337.232706264193-16.6327062641926
110308.5339.199022799016-30.6990227990157
111282.2305.595219572508-23.3952195725083
112262.7264.450583587072-1.75058358707173
113263.5253.8723120247479.627687975253
114313.1298.44496198337814.6550380166224
115284.3308.950332594884-24.6503325948843
116252.6260.242475622508-7.64247562250821
117250.3239.71286832321910.5871316767814
118246.5218.26938366031128.2306163396887
119312.7260.61976485260752.0802351473927
120333.2297.08221912049336.117780879507
121446.4412.91330169544833.4866983045515
122511.6461.75040030177449.8495996982261
123515.5496.78733338760418.7126666123960
124506.4485.61993897251320.7800610274875
125483.2495.424325051488-12.2243250514877
126522.3560.292748686061-37.9927486860613
127509.8518.89282447781-9.09282447780964
128460.7470.719734730927-10.0197347309272
129405.8446.758347791267-40.9583477912673
130375369.7271233421295.27287665787145
131378.5408.946064638785-30.4460646387847
132406.8371.00395402295635.7960459770435
133467.8502.744824266615-34.9448242666155
134469.8496.31155071398-26.5115507139802
135429.8460.514091290277-30.7140912902769
136355.8409.273950575544-53.4739505755436
137332.7351.208595366422-18.5085953664218
138378379.995421767594-1.99542176759383
139360.5370.589625795166-10.0896257951661
140334.7329.4087470072065.29125299279366
141319.5315.0468954436584.45310455634245
142323.1288.67269792949134.4273020705092
143363.6339.59553971736424.0044602826359
144352.1356.752272690985-4.65227269098472
145411.9428.735450171522-16.8354501715219
146388.6434.059236163854-45.4592361638543
147416.4381.57452319231934.8254768076811
148360.7380.716348230215-20.0163482302155
149338355.979403173315-17.9794031733147
150417.2389.07017652360428.1298234763963
151388.4403.295842983107-14.8958429831075
152371.1358.65892425820112.4410757417992
153331.5348.865331958622-17.3653319586215
154353.7307.66017994218846.0398200578117
155396.7368.10785359912628.5921464008740
156447384.12974458995962.8702554100411
157533.5530.3152915652053.1847084347952
158565.4553.88349592476711.5165040752327
159542.3565.735654806396-23.4356548063965
160488.7497.427065666698-8.72706566669757
161467.1482.452878998958-15.3528789989584
162531.3550.414094784214-19.1140947842138
163496.1515.561418835842-19.4614188358421
164444465.666220719523-21.6662207195231
165403.4418.149993873018-14.7499938730181
166386.3386.0580294517970.241970548203142
167394.1406.636200508395-12.5362005083949
168404.1391.64650741350712.4534925864932
169462.1474.973714289868-12.8737142898677
170448.1480.776403728914-32.6764037289139
171432.3447.02623672374-14.7262367237404
172386.3394.483547810563-8.18354781056314
173395.2377.60133159082517.5986684091753
174421.9456.711511348712-34.811511348712
175382.9409.284132305172-26.3841323051724
176384.2357.58883714803926.6111628519605
177345.5353.631653040669-8.13165304066905
178323.4330.274534280740-6.87453428073957
179372.6337.89842695666834.7015730433322
180376365.57883461897710.4211653810226
181462.7436.86472579611625.8352742038841
182487471.10841380619715.8915861938034
183444.2481.542046865483-37.3420468654834
184399.3410.00614536983-10.7061453698300
185394.9395.348280574100-0.448280574100465
186455.4450.1906610102965.20933898970418
187414436.88910858954-22.8891085895402
188375.5395.730116735195-20.2301167351949
189347347.072853683126-0.0728536831256292
190339.4330.4908665998148.90913340018642
191385.8359.00849755156426.7915024484359
192378.8376.0379777338182.76202226618238
193451.8443.6232318859798.17676811402123
194446.1460.613734749189-14.5137347491886
195422.5436.210923450448-13.7109234504480
196383.1389.725762184658-6.62576218465836
197352.8379.807791542914-27.0077915429138
198445.3406.71620417737338.5837958226275
199367.5416.756905232538-49.2569052325378
200355.1354.7719564387250.328043561274967
201326.2327.571762781223-1.37176278122251
202319.8311.6617793136808.13822068632032
203331.8340.127512628360-8.32751262836035
204340.9323.68277311967517.2172268803247
205394.1395.811999186641-1.71199918664138
206417.2398.40661380732518.7933861926746
207369.9402.044103018541-32.1441030185406
208349.2344.0270064828215.1729935171785
209321.4340.223476236548-18.8234762365475
210405.7378.81187608281926.8881239171810
211342.9366.447768672191-23.547768672191
212316.5334.516743842692-18.0167438426921
213284.2293.719817857925-9.51981785792492
214270.9273.199229921646-2.29922992164637
215288.8285.9789363455542.82106365444639
216278.8282.599199646799-3.79919964679857
217324.4322.3677047637362.03229523626385
218310.9328.286624385005-17.3866243850052
219299295.5503651292893.44963487071067
220273276.590977095724-3.59097709572376
221279.3262.18737329203517.1126267079650
222359.2328.42282671843830.7771732815623
223305315.485273708738-10.4852737087383
224282.1295.993398946766-13.8933989467657
225250.3262.117445690281-11.8174456902813
226246.5241.7026846333114.79731536668908
227257.9259.552901517866-1.65290151786553
228266.5251.68155912923514.8184408707646
229315.9305.86691528870910.0330847112905
230318.4315.5943371441022.80566285589759
231295.4303.953123143209-8.55312314320912
232266.4274.663141610807-8.26314161080745
233245.8260.326895347538-14.5268953475375
234362.8295.47437034266267.3256296573381
235324.9307.61450466145217.2854953385485
236294.2311.327565494311-17.1275654943113
237289.5275.02653570234514.4734642976546
238295.2280.17312536255015.0268746374505
239290.3310.393457438245-20.0934574382453
240272291.134291337191-19.1342913371907
241307.4318.39428897141-10.9942889714102
242328.7309.61902062611119.0809793738891
243292.9309.996014049050-17.0960140490503
244249.1273.990462735576-24.8904627355763
245230.4244.940768552487-14.5407685524866
246361.5288.56622411975872.9337758802419
247321.7298.91759317125322.7824068287475
248277.2301.90637000184-24.70637000184
249260.7265.10978747999-4.40978747998992
250251254.615925394851-3.6159253948513
251257.6260.504177241373-2.90417724137279
252241.8255.189722282258-13.3897222822579
253287.5283.3145311894074.18546881059319
254292.3291.4578137779210.842186222079363
255274.7272.2171214175532.48287858244726
256254.2252.2612767187551.9387232812453
257230247.720219616292-17.7202196162924
258339302.58468213606336.4153178639372
259318.2278.25641602984539.9435839701551
260287288.304590422258-1.30459042225783
261295.8274.68837325630921.1116267436907
262284286.288122087440-2.28812208744034
263271296.208109798546-25.2081097985464
264262.7271.071932395441-8.37193239544115
265340.6311.51982258978629.0801774102144
266379.4342.71641532182236.6835846781776
267373.3351.26003399662722.0399660033731
268355.2343.27239004795411.9276099520458
269338.4343.450492533221-5.05049253322102
270466.9460.0977503493076.80224965069266
271451394.06858158859956.9314184114012
272422403.08274740047518.9172525995249
273429.2409.4387813093119.7612186906898
274425.9415.00858808267510.8914119173249
275460.7439.38538733655921.3146126634412
276463.6460.2286812218943.37131877810572
277541.4564.015329469431-22.615329469431
278544.2562.696325620106-18.4963256201063
279517.5514.8111447785062.68885522149355
280469.4480.380068375344-10.9800683753439
281439.4456.080747737613-16.6807477376128
282549604.457449151712-55.4574491517116
283533481.53649826627751.4635017337229
284506.1472.24085562608433.8591443739165
285484489.525707073122-5.52570707312242
286457470.559693217319-13.5596932173191
287481.5476.6481882198864.85181178011368
288469.5479.682441849689-10.1824418496889
289544.7567.718561709015-23.0185617090148
290541.2565.287878180975-24.0878781809745
291521.5514.604053841856.89594615814985
292469.7479.791550330909-10.0915503309088
293434.4453.845780084513-19.4457800845126
294542.6590.308879245888-47.7088792458881
295517.3489.26701353597728.0329864640233
296485.7457.60194587398428.0980541260165
297465.8462.7058417597423.09415824025808
298447448.684024928905-1.68402492890539
299426.6466.008335457636-39.4083354576363
300411.6427.865003909839-16.2650039098388
301467.5494.845873504418-27.345873504418
302484.5483.459871780461.04012821953984
303451.2459.313553104532-8.1135531045324
304417.4412.5862453416834.81375465831746
305379.9397.681557749069-17.7815577490687
306484.7510.249071521564-25.5490715215643
307455442.93013030512612.0698696948738
308420.8402.60756168415918.1924383158412
309416.5396.42522066606520.074779333935
310376.3396.178937745945-19.8789377459445
311405.6387.77501938932117.8249806106787
312405.8400.4140608589125.38593914108765
313500.8481.77155726749719.0284427325030
314514515.647174743155-1.64717474315535
315475.5486.806660292441-11.3066602924408
316430.1437.949490856276-7.84949085627557
317414.4408.1047603309786.2952396690215
318538551.565953969052-13.5659539690522
319526497.32432427318328.6756757268171
320488.5466.21370771287822.2862922871217
321520.2462.00783473966158.1921652603393
322504.4483.75011076966120.6498892303388
323568.5523.66164621829444.8383537817058
324610.6559.20039101506751.3996089849327
325818725.48716090512792.5128390948735
326830.9833.897165879864-2.99716587986450
327835.9791.70469101138844.1953089886119
328782768.99028122876813.0097187712316
329762.3750.19003056281312.1099694371869
330856.91018.79199894762-161.891998947615
331820.9831.464573520263-10.5645735202635
332769.6739.76052707006429.8394729299358
333752.2741.56884236901510.6311576309854
334724.4705.39250955454419.0074904454564
335723.1761.351679831748-38.2516798317477
336719.5728.32976810715-8.82976810715081
337817.4872.180480638654-54.7804806386544
338803.3838.572796558785-35.2727965587854
339752.5774.049546250114-21.5495462501136
340689693.188259910466-4.18825991046617
341630.4659.132267092745-28.7322670927454
342765.5816.947179271117-51.4471792711173
343757.7744.98167238261212.7183276173884
344732.2681.69546783229550.5045321677052
345702.6696.0632294090436.53677059095708
346683.3657.87891928895625.4210807110439
347709.5704.7400894482224.75991055177815
348702.2710.372544631912-8.17254463191148
349784.8841.119473579327-56.3194735793271
350810.9806.3898101225584.51018987744192
351755.6775.406805500505-19.806805500505
352656.8696.986623072271-40.1866230722708
353615.1627.941855173591-12.8418551735913
354745.3788.932087670052-43.6320876700522
355694.1732.481713641621-38.3817136416212
356675.7634.71114219700840.9888578029925
357643.7634.1310170955139.56898290448714
358622.1602.49283894603719.6071610539633
359634.6636.370804951981-1.77080495198106
360588631.757378193097-43.7573781930971
361689.7700.600403664838-10.9004036648379
362673.9707.896450127397-33.9964501273973
363647.9643.0945752976784.80542470232194
364568.8587.828381850703-19.0283818507035
365545.7542.356136174883.34386382511968
366632.6689.663175681589-57.063175681589
367643.8622.08585426279421.7141457372056
368593.1589.7359675594553.36403244054475
369579.7555.11500054470124.5849994552991
370546539.7776804193326.22231958066766
371562.9555.0752613476617.82473865233908
372572.5550.40322048949822.0967795105016

\begin{tabular}{lllllllll}
\hline
Interpolation Forecasts of Exponential Smoothing \tabularnewline
t & Observed & Fitted & Residuals \tabularnewline
13 & 299.5 & 237.627476186144 & 61.8725238138558 \tabularnewline
14 & 347.4 & 334.684203326373 & 12.7157966736274 \tabularnewline
15 & 338.3 & 337.124238319683 & 1.17576168031724 \tabularnewline
16 & 327.7 & 326.940117659162 & 0.759882340838374 \tabularnewline
17 & 351.6 & 351.053240979026 & 0.546759020973809 \tabularnewline
18 & 396.6 & 398.633000518542 & -2.03300051854166 \tabularnewline
19 & 438.8 & 389.489846288352 & 49.3101537116478 \tabularnewline
20 & 395.6 & 405.364615816722 & -9.76461581672157 \tabularnewline
21 & 363.5 & 370.107395833236 & -6.60739583323613 \tabularnewline
22 & 378.8 & 311.426967384299 & 67.373032615701 \tabularnewline
23 & 357 & 425.406491421209 & -68.4064914212094 \tabularnewline
24 & 369 & 393.290788189667 & -24.2907881896666 \tabularnewline
25 & 464.8 & 513.533753724449 & -48.7337537244489 \tabularnewline
26 & 479.1 & 521.378815401933 & -42.2788154019327 \tabularnewline
27 & 431.3 & 463.753172723408 & -32.4531727234081 \tabularnewline
28 & 366.5 & 415.288175047649 & -48.7881750476486 \tabularnewline
29 & 326.3 & 395.158503716480 & -68.8585037164795 \tabularnewline
30 & 355.1 & 376.753057716640 & -21.6530577166395 \tabularnewline
31 & 331.6 & 353.723145062591 & -22.1231450625905 \tabularnewline
32 & 261.3 & 304.340882187927 & -43.0408821879271 \tabularnewline
33 & 249 & 246.960348181305 & 2.03965181869464 \tabularnewline
34 & 205.5 & 216.679853301282 & -11.1798533012818 \tabularnewline
35 & 235.6 & 222.942117202152 & 12.6578827978481 \tabularnewline
36 & 240.9 & 251.58308497042 & -10.6830849704202 \tabularnewline
37 & 264.9 & 328.25761734098 & -63.35761734098 \tabularnewline
38 & 253.8 & 300.622155813587 & -46.8221558135869 \tabularnewline
39 & 232.3 & 246.570735622218 & -14.2707356222176 \tabularnewline
40 & 193.8 & 217.97402176317 & -24.1740217631701 \tabularnewline
41 & 177 & 203.015550718155 & -26.0155507181548 \tabularnewline
42 & 213.2 & 203.992818193705 & 9.20718180629467 \tabularnewline
43 & 207.2 & 205.596025477335 & 1.60397452266457 \tabularnewline
44 & 180.6 & 182.439793276172 & -1.8397932761722 \tabularnewline
45 & 188.6 & 169.172749256155 & 19.4272507438454 \tabularnewline
46 & 175.4 & 158.310670109320 & 17.0893298906797 \tabularnewline
47 & 199 & 187.484815429955 & 11.5151845700454 \tabularnewline
48 & 179.6 & 207.498578232654 & -27.8985782326538 \tabularnewline
49 & 225.8 & 239.439214992592 & -13.6392149925919 \tabularnewline
50 & 234 & 249.392887806181 & -15.3928878061805 \tabularnewline
51 & 200.2 & 226.171511133149 & -25.9715111331492 \tabularnewline
52 & 183.6 & 186.658271387136 & -3.05827138713602 \tabularnewline
53 & 178.2 & 187.212548205495 & -9.01254820549545 \tabularnewline
54 & 203.2 & 207.693982599485 & -4.49398259948549 \tabularnewline
55 & 208.5 & 195.846788769683 & 12.6532112303171 \tabularnewline
56 & 191.8 & 180.670410946861 & 11.1295890531393 \tabularnewline
57 & 172.8 & 180.531206710462 & -7.73120671046246 \tabularnewline
58 & 148 & 147.725623704515 & 0.274376295484814 \tabularnewline
59 & 159.4 & 158.594147216810 & 0.805852783190488 \tabularnewline
60 & 154.5 & 160.696894105894 & -6.19689410589396 \tabularnewline
61 & 213.2 & 204.071449171913 & 9.12855082808741 \tabularnewline
62 & 196.4 & 230.365107477265 & -33.9651074772655 \tabularnewline
63 & 182.8 & 189.974333410757 & -7.17433341075713 \tabularnewline
64 & 176.4 & 170.259943196256 & 6.14005680374376 \tabularnewline
65 & 153.6 & 176.720028868842 & -23.120028868842 \tabularnewline
66 & 173.2 & 181.741312509294 & -8.5413125092945 \tabularnewline
67 & 171 & 168.871827203458 & 2.12817279654195 \tabularnewline
68 & 151.2 & 148.165635554925 & 3.03436444507534 \tabularnewline
69 & 161.9 & 139.636010610007 & 22.2639893899932 \tabularnewline
70 & 157.2 & 134.80611764832 & 22.3938823516799 \tabularnewline
71 & 201.7 & 164.581538350014 & 37.1184616499865 \tabularnewline
72 & 236.4 & 196.544165103586 & 39.855834896414 \tabularnewline
73 & 356.1 & 307.954874815706 & 48.1451251842944 \tabularnewline
74 & 398.3 & 368.742319039759 & 29.5576809602414 \tabularnewline
75 & 403.7 & 382.882478201656 & 20.8175217983443 \tabularnewline
76 & 384.6 & 380.23681317963 & 4.36318682037029 \tabularnewline
77 & 365.8 & 380.127495156166 & -14.3274951561659 \tabularnewline
78 & 368.1 & 438.947318995252 & -70.8473189952516 \tabularnewline
79 & 367.9 & 376.476661613892 & -8.57666161389199 \tabularnewline
80 & 347 & 325.426624966456 & 21.5733750335442 \tabularnewline
81 & 343.3 & 329.055570595194 & 14.2444294048058 \tabularnewline
82 & 292.9 & 293.809700047159 & -0.909700047159447 \tabularnewline
83 & 311.5 & 318.635578971566 & -7.13557897156625 \tabularnewline
84 & 300.9 & 314.220628238634 & -13.3206282386343 \tabularnewline
85 & 366.9 & 403.388371531988 & -36.4883715319876 \tabularnewline
86 & 356.9 & 389.091648366189 & -32.1916483661891 \tabularnewline
87 & 329.7 & 348.65279769522 & -18.9527976952199 \tabularnewline
88 & 316.2 & 311.307566239167 & 4.89243376083311 \tabularnewline
89 & 269 & 307.082879226767 & -38.0828792267666 \tabularnewline
90 & 289.3 & 316.793051056817 & -27.4930510568173 \tabularnewline
91 & 266.2 & 296.430059110568 & -30.2300591105678 \tabularnewline
92 & 253.6 & 239.493123568234 & 14.1068764317660 \tabularnewline
93 & 233.8 & 237.186895038201 & -3.38689503820149 \tabularnewline
94 & 228.4 & 198.028142145254 & 30.3718578547456 \tabularnewline
95 & 253.6 & 239.987535935056 & 13.6124640649436 \tabularnewline
96 & 260.1 & 249.948017694673 & 10.1519823053270 \tabularnewline
97 & 306.6 & 339.008756096236 & -32.4087560962364 \tabularnewline
98 & 309.2 & 324.090947732778 & -14.890947732778 \tabularnewline
99 & 309.5 & 300.026910500957 & 9.47308949904306 \tabularnewline
100 & 271 & 290.523410386492 & -19.5234103864915 \tabularnewline
101 & 279.9 & 258.862884833046 & 21.0371151669538 \tabularnewline
102 & 317.9 & 320.26736367161 & -2.36736367160978 \tabularnewline
103 & 298.4 & 320.511644503176 & -22.1116445031757 \tabularnewline
104 & 246.7 & 274.904395761274 & -28.2043957612742 \tabularnewline
105 & 227.3 & 234.090662576146 & -6.79066257614608 \tabularnewline
106 & 209.1 & 197.37225093244 & 11.7277490675601 \tabularnewline
107 & 259.9 & 218.693594956765 & 41.2064050432348 \tabularnewline
108 & 266 & 250.742432249690 & 15.2575677503104 \tabularnewline
109 & 320.6 & 337.232706264193 & -16.6327062641926 \tabularnewline
110 & 308.5 & 339.199022799016 & -30.6990227990157 \tabularnewline
111 & 282.2 & 305.595219572508 & -23.3952195725083 \tabularnewline
112 & 262.7 & 264.450583587072 & -1.75058358707173 \tabularnewline
113 & 263.5 & 253.872312024747 & 9.627687975253 \tabularnewline
114 & 313.1 & 298.444961983378 & 14.6550380166224 \tabularnewline
115 & 284.3 & 308.950332594884 & -24.6503325948843 \tabularnewline
116 & 252.6 & 260.242475622508 & -7.64247562250821 \tabularnewline
117 & 250.3 & 239.712868323219 & 10.5871316767814 \tabularnewline
118 & 246.5 & 218.269383660311 & 28.2306163396887 \tabularnewline
119 & 312.7 & 260.619764852607 & 52.0802351473927 \tabularnewline
120 & 333.2 & 297.082219120493 & 36.117780879507 \tabularnewline
121 & 446.4 & 412.913301695448 & 33.4866983045515 \tabularnewline
122 & 511.6 & 461.750400301774 & 49.8495996982261 \tabularnewline
123 & 515.5 & 496.787333387604 & 18.7126666123960 \tabularnewline
124 & 506.4 & 485.619938972513 & 20.7800610274875 \tabularnewline
125 & 483.2 & 495.424325051488 & -12.2243250514877 \tabularnewline
126 & 522.3 & 560.292748686061 & -37.9927486860613 \tabularnewline
127 & 509.8 & 518.89282447781 & -9.09282447780964 \tabularnewline
128 & 460.7 & 470.719734730927 & -10.0197347309272 \tabularnewline
129 & 405.8 & 446.758347791267 & -40.9583477912673 \tabularnewline
130 & 375 & 369.727123342129 & 5.27287665787145 \tabularnewline
131 & 378.5 & 408.946064638785 & -30.4460646387847 \tabularnewline
132 & 406.8 & 371.003954022956 & 35.7960459770435 \tabularnewline
133 & 467.8 & 502.744824266615 & -34.9448242666155 \tabularnewline
134 & 469.8 & 496.31155071398 & -26.5115507139802 \tabularnewline
135 & 429.8 & 460.514091290277 & -30.7140912902769 \tabularnewline
136 & 355.8 & 409.273950575544 & -53.4739505755436 \tabularnewline
137 & 332.7 & 351.208595366422 & -18.5085953664218 \tabularnewline
138 & 378 & 379.995421767594 & -1.99542176759383 \tabularnewline
139 & 360.5 & 370.589625795166 & -10.0896257951661 \tabularnewline
140 & 334.7 & 329.408747007206 & 5.29125299279366 \tabularnewline
141 & 319.5 & 315.046895443658 & 4.45310455634245 \tabularnewline
142 & 323.1 & 288.672697929491 & 34.4273020705092 \tabularnewline
143 & 363.6 & 339.595539717364 & 24.0044602826359 \tabularnewline
144 & 352.1 & 356.752272690985 & -4.65227269098472 \tabularnewline
145 & 411.9 & 428.735450171522 & -16.8354501715219 \tabularnewline
146 & 388.6 & 434.059236163854 & -45.4592361638543 \tabularnewline
147 & 416.4 & 381.574523192319 & 34.8254768076811 \tabularnewline
148 & 360.7 & 380.716348230215 & -20.0163482302155 \tabularnewline
149 & 338 & 355.979403173315 & -17.9794031733147 \tabularnewline
150 & 417.2 & 389.070176523604 & 28.1298234763963 \tabularnewline
151 & 388.4 & 403.295842983107 & -14.8958429831075 \tabularnewline
152 & 371.1 & 358.658924258201 & 12.4410757417992 \tabularnewline
153 & 331.5 & 348.865331958622 & -17.3653319586215 \tabularnewline
154 & 353.7 & 307.660179942188 & 46.0398200578117 \tabularnewline
155 & 396.7 & 368.107853599126 & 28.5921464008740 \tabularnewline
156 & 447 & 384.129744589959 & 62.8702554100411 \tabularnewline
157 & 533.5 & 530.315291565205 & 3.1847084347952 \tabularnewline
158 & 565.4 & 553.883495924767 & 11.5165040752327 \tabularnewline
159 & 542.3 & 565.735654806396 & -23.4356548063965 \tabularnewline
160 & 488.7 & 497.427065666698 & -8.72706566669757 \tabularnewline
161 & 467.1 & 482.452878998958 & -15.3528789989584 \tabularnewline
162 & 531.3 & 550.414094784214 & -19.1140947842138 \tabularnewline
163 & 496.1 & 515.561418835842 & -19.4614188358421 \tabularnewline
164 & 444 & 465.666220719523 & -21.6662207195231 \tabularnewline
165 & 403.4 & 418.149993873018 & -14.7499938730181 \tabularnewline
166 & 386.3 & 386.058029451797 & 0.241970548203142 \tabularnewline
167 & 394.1 & 406.636200508395 & -12.5362005083949 \tabularnewline
168 & 404.1 & 391.646507413507 & 12.4534925864932 \tabularnewline
169 & 462.1 & 474.973714289868 & -12.8737142898677 \tabularnewline
170 & 448.1 & 480.776403728914 & -32.6764037289139 \tabularnewline
171 & 432.3 & 447.02623672374 & -14.7262367237404 \tabularnewline
172 & 386.3 & 394.483547810563 & -8.18354781056314 \tabularnewline
173 & 395.2 & 377.601331590825 & 17.5986684091753 \tabularnewline
174 & 421.9 & 456.711511348712 & -34.811511348712 \tabularnewline
175 & 382.9 & 409.284132305172 & -26.3841323051724 \tabularnewline
176 & 384.2 & 357.588837148039 & 26.6111628519605 \tabularnewline
177 & 345.5 & 353.631653040669 & -8.13165304066905 \tabularnewline
178 & 323.4 & 330.274534280740 & -6.87453428073957 \tabularnewline
179 & 372.6 & 337.898426956668 & 34.7015730433322 \tabularnewline
180 & 376 & 365.578834618977 & 10.4211653810226 \tabularnewline
181 & 462.7 & 436.864725796116 & 25.8352742038841 \tabularnewline
182 & 487 & 471.108413806197 & 15.8915861938034 \tabularnewline
183 & 444.2 & 481.542046865483 & -37.3420468654834 \tabularnewline
184 & 399.3 & 410.00614536983 & -10.7061453698300 \tabularnewline
185 & 394.9 & 395.348280574100 & -0.448280574100465 \tabularnewline
186 & 455.4 & 450.190661010296 & 5.20933898970418 \tabularnewline
187 & 414 & 436.88910858954 & -22.8891085895402 \tabularnewline
188 & 375.5 & 395.730116735195 & -20.2301167351949 \tabularnewline
189 & 347 & 347.072853683126 & -0.0728536831256292 \tabularnewline
190 & 339.4 & 330.490866599814 & 8.90913340018642 \tabularnewline
191 & 385.8 & 359.008497551564 & 26.7915024484359 \tabularnewline
192 & 378.8 & 376.037977733818 & 2.76202226618238 \tabularnewline
193 & 451.8 & 443.623231885979 & 8.17676811402123 \tabularnewline
194 & 446.1 & 460.613734749189 & -14.5137347491886 \tabularnewline
195 & 422.5 & 436.210923450448 & -13.7109234504480 \tabularnewline
196 & 383.1 & 389.725762184658 & -6.62576218465836 \tabularnewline
197 & 352.8 & 379.807791542914 & -27.0077915429138 \tabularnewline
198 & 445.3 & 406.716204177373 & 38.5837958226275 \tabularnewline
199 & 367.5 & 416.756905232538 & -49.2569052325378 \tabularnewline
200 & 355.1 & 354.771956438725 & 0.328043561274967 \tabularnewline
201 & 326.2 & 327.571762781223 & -1.37176278122251 \tabularnewline
202 & 319.8 & 311.661779313680 & 8.13822068632032 \tabularnewline
203 & 331.8 & 340.127512628360 & -8.32751262836035 \tabularnewline
204 & 340.9 & 323.682773119675 & 17.2172268803247 \tabularnewline
205 & 394.1 & 395.811999186641 & -1.71199918664138 \tabularnewline
206 & 417.2 & 398.406613807325 & 18.7933861926746 \tabularnewline
207 & 369.9 & 402.044103018541 & -32.1441030185406 \tabularnewline
208 & 349.2 & 344.027006482821 & 5.1729935171785 \tabularnewline
209 & 321.4 & 340.223476236548 & -18.8234762365475 \tabularnewline
210 & 405.7 & 378.811876082819 & 26.8881239171810 \tabularnewline
211 & 342.9 & 366.447768672191 & -23.547768672191 \tabularnewline
212 & 316.5 & 334.516743842692 & -18.0167438426921 \tabularnewline
213 & 284.2 & 293.719817857925 & -9.51981785792492 \tabularnewline
214 & 270.9 & 273.199229921646 & -2.29922992164637 \tabularnewline
215 & 288.8 & 285.978936345554 & 2.82106365444639 \tabularnewline
216 & 278.8 & 282.599199646799 & -3.79919964679857 \tabularnewline
217 & 324.4 & 322.367704763736 & 2.03229523626385 \tabularnewline
218 & 310.9 & 328.286624385005 & -17.3866243850052 \tabularnewline
219 & 299 & 295.550365129289 & 3.44963487071067 \tabularnewline
220 & 273 & 276.590977095724 & -3.59097709572376 \tabularnewline
221 & 279.3 & 262.187373292035 & 17.1126267079650 \tabularnewline
222 & 359.2 & 328.422826718438 & 30.7771732815623 \tabularnewline
223 & 305 & 315.485273708738 & -10.4852737087383 \tabularnewline
224 & 282.1 & 295.993398946766 & -13.8933989467657 \tabularnewline
225 & 250.3 & 262.117445690281 & -11.8174456902813 \tabularnewline
226 & 246.5 & 241.702684633311 & 4.79731536668908 \tabularnewline
227 & 257.9 & 259.552901517866 & -1.65290151786553 \tabularnewline
228 & 266.5 & 251.681559129235 & 14.8184408707646 \tabularnewline
229 & 315.9 & 305.866915288709 & 10.0330847112905 \tabularnewline
230 & 318.4 & 315.594337144102 & 2.80566285589759 \tabularnewline
231 & 295.4 & 303.953123143209 & -8.55312314320912 \tabularnewline
232 & 266.4 & 274.663141610807 & -8.26314161080745 \tabularnewline
233 & 245.8 & 260.326895347538 & -14.5268953475375 \tabularnewline
234 & 362.8 & 295.474370342662 & 67.3256296573381 \tabularnewline
235 & 324.9 & 307.614504661452 & 17.2854953385485 \tabularnewline
236 & 294.2 & 311.327565494311 & -17.1275654943113 \tabularnewline
237 & 289.5 & 275.026535702345 & 14.4734642976546 \tabularnewline
238 & 295.2 & 280.173125362550 & 15.0268746374505 \tabularnewline
239 & 290.3 & 310.393457438245 & -20.0934574382453 \tabularnewline
240 & 272 & 291.134291337191 & -19.1342913371907 \tabularnewline
241 & 307.4 & 318.39428897141 & -10.9942889714102 \tabularnewline
242 & 328.7 & 309.619020626111 & 19.0809793738891 \tabularnewline
243 & 292.9 & 309.996014049050 & -17.0960140490503 \tabularnewline
244 & 249.1 & 273.990462735576 & -24.8904627355763 \tabularnewline
245 & 230.4 & 244.940768552487 & -14.5407685524866 \tabularnewline
246 & 361.5 & 288.566224119758 & 72.9337758802419 \tabularnewline
247 & 321.7 & 298.917593171253 & 22.7824068287475 \tabularnewline
248 & 277.2 & 301.90637000184 & -24.70637000184 \tabularnewline
249 & 260.7 & 265.10978747999 & -4.40978747998992 \tabularnewline
250 & 251 & 254.615925394851 & -3.6159253948513 \tabularnewline
251 & 257.6 & 260.504177241373 & -2.90417724137279 \tabularnewline
252 & 241.8 & 255.189722282258 & -13.3897222822579 \tabularnewline
253 & 287.5 & 283.314531189407 & 4.18546881059319 \tabularnewline
254 & 292.3 & 291.457813777921 & 0.842186222079363 \tabularnewline
255 & 274.7 & 272.217121417553 & 2.48287858244726 \tabularnewline
256 & 254.2 & 252.261276718755 & 1.9387232812453 \tabularnewline
257 & 230 & 247.720219616292 & -17.7202196162924 \tabularnewline
258 & 339 & 302.584682136063 & 36.4153178639372 \tabularnewline
259 & 318.2 & 278.256416029845 & 39.9435839701551 \tabularnewline
260 & 287 & 288.304590422258 & -1.30459042225783 \tabularnewline
261 & 295.8 & 274.688373256309 & 21.1116267436907 \tabularnewline
262 & 284 & 286.288122087440 & -2.28812208744034 \tabularnewline
263 & 271 & 296.208109798546 & -25.2081097985464 \tabularnewline
264 & 262.7 & 271.071932395441 & -8.37193239544115 \tabularnewline
265 & 340.6 & 311.519822589786 & 29.0801774102144 \tabularnewline
266 & 379.4 & 342.716415321822 & 36.6835846781776 \tabularnewline
267 & 373.3 & 351.260033996627 & 22.0399660033731 \tabularnewline
268 & 355.2 & 343.272390047954 & 11.9276099520458 \tabularnewline
269 & 338.4 & 343.450492533221 & -5.05049253322102 \tabularnewline
270 & 466.9 & 460.097750349307 & 6.80224965069266 \tabularnewline
271 & 451 & 394.068581588599 & 56.9314184114012 \tabularnewline
272 & 422 & 403.082747400475 & 18.9172525995249 \tabularnewline
273 & 429.2 & 409.43878130931 & 19.7612186906898 \tabularnewline
274 & 425.9 & 415.008588082675 & 10.8914119173249 \tabularnewline
275 & 460.7 & 439.385387336559 & 21.3146126634412 \tabularnewline
276 & 463.6 & 460.228681221894 & 3.37131877810572 \tabularnewline
277 & 541.4 & 564.015329469431 & -22.615329469431 \tabularnewline
278 & 544.2 & 562.696325620106 & -18.4963256201063 \tabularnewline
279 & 517.5 & 514.811144778506 & 2.68885522149355 \tabularnewline
280 & 469.4 & 480.380068375344 & -10.9800683753439 \tabularnewline
281 & 439.4 & 456.080747737613 & -16.6807477376128 \tabularnewline
282 & 549 & 604.457449151712 & -55.4574491517116 \tabularnewline
283 & 533 & 481.536498266277 & 51.4635017337229 \tabularnewline
284 & 506.1 & 472.240855626084 & 33.8591443739165 \tabularnewline
285 & 484 & 489.525707073122 & -5.52570707312242 \tabularnewline
286 & 457 & 470.559693217319 & -13.5596932173191 \tabularnewline
287 & 481.5 & 476.648188219886 & 4.85181178011368 \tabularnewline
288 & 469.5 & 479.682441849689 & -10.1824418496889 \tabularnewline
289 & 544.7 & 567.718561709015 & -23.0185617090148 \tabularnewline
290 & 541.2 & 565.287878180975 & -24.0878781809745 \tabularnewline
291 & 521.5 & 514.60405384185 & 6.89594615814985 \tabularnewline
292 & 469.7 & 479.791550330909 & -10.0915503309088 \tabularnewline
293 & 434.4 & 453.845780084513 & -19.4457800845126 \tabularnewline
294 & 542.6 & 590.308879245888 & -47.7088792458881 \tabularnewline
295 & 517.3 & 489.267013535977 & 28.0329864640233 \tabularnewline
296 & 485.7 & 457.601945873984 & 28.0980541260165 \tabularnewline
297 & 465.8 & 462.705841759742 & 3.09415824025808 \tabularnewline
298 & 447 & 448.684024928905 & -1.68402492890539 \tabularnewline
299 & 426.6 & 466.008335457636 & -39.4083354576363 \tabularnewline
300 & 411.6 & 427.865003909839 & -16.2650039098388 \tabularnewline
301 & 467.5 & 494.845873504418 & -27.345873504418 \tabularnewline
302 & 484.5 & 483.45987178046 & 1.04012821953984 \tabularnewline
303 & 451.2 & 459.313553104532 & -8.1135531045324 \tabularnewline
304 & 417.4 & 412.586245341683 & 4.81375465831746 \tabularnewline
305 & 379.9 & 397.681557749069 & -17.7815577490687 \tabularnewline
306 & 484.7 & 510.249071521564 & -25.5490715215643 \tabularnewline
307 & 455 & 442.930130305126 & 12.0698696948738 \tabularnewline
308 & 420.8 & 402.607561684159 & 18.1924383158412 \tabularnewline
309 & 416.5 & 396.425220666065 & 20.074779333935 \tabularnewline
310 & 376.3 & 396.178937745945 & -19.8789377459445 \tabularnewline
311 & 405.6 & 387.775019389321 & 17.8249806106787 \tabularnewline
312 & 405.8 & 400.414060858912 & 5.38593914108765 \tabularnewline
313 & 500.8 & 481.771557267497 & 19.0284427325030 \tabularnewline
314 & 514 & 515.647174743155 & -1.64717474315535 \tabularnewline
315 & 475.5 & 486.806660292441 & -11.3066602924408 \tabularnewline
316 & 430.1 & 437.949490856276 & -7.84949085627557 \tabularnewline
317 & 414.4 & 408.104760330978 & 6.2952396690215 \tabularnewline
318 & 538 & 551.565953969052 & -13.5659539690522 \tabularnewline
319 & 526 & 497.324324273183 & 28.6756757268171 \tabularnewline
320 & 488.5 & 466.213707712878 & 22.2862922871217 \tabularnewline
321 & 520.2 & 462.007834739661 & 58.1921652603393 \tabularnewline
322 & 504.4 & 483.750110769661 & 20.6498892303388 \tabularnewline
323 & 568.5 & 523.661646218294 & 44.8383537817058 \tabularnewline
324 & 610.6 & 559.200391015067 & 51.3996089849327 \tabularnewline
325 & 818 & 725.487160905127 & 92.5128390948735 \tabularnewline
326 & 830.9 & 833.897165879864 & -2.99716587986450 \tabularnewline
327 & 835.9 & 791.704691011388 & 44.1953089886119 \tabularnewline
328 & 782 & 768.990281228768 & 13.0097187712316 \tabularnewline
329 & 762.3 & 750.190030562813 & 12.1099694371869 \tabularnewline
330 & 856.9 & 1018.79199894762 & -161.891998947615 \tabularnewline
331 & 820.9 & 831.464573520263 & -10.5645735202635 \tabularnewline
332 & 769.6 & 739.760527070064 & 29.8394729299358 \tabularnewline
333 & 752.2 & 741.568842369015 & 10.6311576309854 \tabularnewline
334 & 724.4 & 705.392509554544 & 19.0074904454564 \tabularnewline
335 & 723.1 & 761.351679831748 & -38.2516798317477 \tabularnewline
336 & 719.5 & 728.32976810715 & -8.82976810715081 \tabularnewline
337 & 817.4 & 872.180480638654 & -54.7804806386544 \tabularnewline
338 & 803.3 & 838.572796558785 & -35.2727965587854 \tabularnewline
339 & 752.5 & 774.049546250114 & -21.5495462501136 \tabularnewline
340 & 689 & 693.188259910466 & -4.18825991046617 \tabularnewline
341 & 630.4 & 659.132267092745 & -28.7322670927454 \tabularnewline
342 & 765.5 & 816.947179271117 & -51.4471792711173 \tabularnewline
343 & 757.7 & 744.981672382612 & 12.7183276173884 \tabularnewline
344 & 732.2 & 681.695467832295 & 50.5045321677052 \tabularnewline
345 & 702.6 & 696.063229409043 & 6.53677059095708 \tabularnewline
346 & 683.3 & 657.878919288956 & 25.4210807110439 \tabularnewline
347 & 709.5 & 704.740089448222 & 4.75991055177815 \tabularnewline
348 & 702.2 & 710.372544631912 & -8.17254463191148 \tabularnewline
349 & 784.8 & 841.119473579327 & -56.3194735793271 \tabularnewline
350 & 810.9 & 806.389810122558 & 4.51018987744192 \tabularnewline
351 & 755.6 & 775.406805500505 & -19.806805500505 \tabularnewline
352 & 656.8 & 696.986623072271 & -40.1866230722708 \tabularnewline
353 & 615.1 & 627.941855173591 & -12.8418551735913 \tabularnewline
354 & 745.3 & 788.932087670052 & -43.6320876700522 \tabularnewline
355 & 694.1 & 732.481713641621 & -38.3817136416212 \tabularnewline
356 & 675.7 & 634.711142197008 & 40.9888578029925 \tabularnewline
357 & 643.7 & 634.131017095513 & 9.56898290448714 \tabularnewline
358 & 622.1 & 602.492838946037 & 19.6071610539633 \tabularnewline
359 & 634.6 & 636.370804951981 & -1.77080495198106 \tabularnewline
360 & 588 & 631.757378193097 & -43.7573781930971 \tabularnewline
361 & 689.7 & 700.600403664838 & -10.9004036648379 \tabularnewline
362 & 673.9 & 707.896450127397 & -33.9964501273973 \tabularnewline
363 & 647.9 & 643.094575297678 & 4.80542470232194 \tabularnewline
364 & 568.8 & 587.828381850703 & -19.0283818507035 \tabularnewline
365 & 545.7 & 542.35613617488 & 3.34386382511968 \tabularnewline
366 & 632.6 & 689.663175681589 & -57.063175681589 \tabularnewline
367 & 643.8 & 622.085854262794 & 21.7141457372056 \tabularnewline
368 & 593.1 & 589.735967559455 & 3.36403244054475 \tabularnewline
369 & 579.7 & 555.115000544701 & 24.5849994552991 \tabularnewline
370 & 546 & 539.777680419332 & 6.22231958066766 \tabularnewline
371 & 562.9 & 555.075261347661 & 7.82473865233908 \tabularnewline
372 & 572.5 & 550.403220489498 & 22.0967795105016 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=60874&T=2

[TABLE]
[ROW][C]Interpolation Forecasts of Exponential Smoothing[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Fitted[/C][C]Residuals[/C][/ROW]
[ROW][C]13[/C][C]299.5[/C][C]237.627476186144[/C][C]61.8725238138558[/C][/ROW]
[ROW][C]14[/C][C]347.4[/C][C]334.684203326373[/C][C]12.7157966736274[/C][/ROW]
[ROW][C]15[/C][C]338.3[/C][C]337.124238319683[/C][C]1.17576168031724[/C][/ROW]
[ROW][C]16[/C][C]327.7[/C][C]326.940117659162[/C][C]0.759882340838374[/C][/ROW]
[ROW][C]17[/C][C]351.6[/C][C]351.053240979026[/C][C]0.546759020973809[/C][/ROW]
[ROW][C]18[/C][C]396.6[/C][C]398.633000518542[/C][C]-2.03300051854166[/C][/ROW]
[ROW][C]19[/C][C]438.8[/C][C]389.489846288352[/C][C]49.3101537116478[/C][/ROW]
[ROW][C]20[/C][C]395.6[/C][C]405.364615816722[/C][C]-9.76461581672157[/C][/ROW]
[ROW][C]21[/C][C]363.5[/C][C]370.107395833236[/C][C]-6.60739583323613[/C][/ROW]
[ROW][C]22[/C][C]378.8[/C][C]311.426967384299[/C][C]67.373032615701[/C][/ROW]
[ROW][C]23[/C][C]357[/C][C]425.406491421209[/C][C]-68.4064914212094[/C][/ROW]
[ROW][C]24[/C][C]369[/C][C]393.290788189667[/C][C]-24.2907881896666[/C][/ROW]
[ROW][C]25[/C][C]464.8[/C][C]513.533753724449[/C][C]-48.7337537244489[/C][/ROW]
[ROW][C]26[/C][C]479.1[/C][C]521.378815401933[/C][C]-42.2788154019327[/C][/ROW]
[ROW][C]27[/C][C]431.3[/C][C]463.753172723408[/C][C]-32.4531727234081[/C][/ROW]
[ROW][C]28[/C][C]366.5[/C][C]415.288175047649[/C][C]-48.7881750476486[/C][/ROW]
[ROW][C]29[/C][C]326.3[/C][C]395.158503716480[/C][C]-68.8585037164795[/C][/ROW]
[ROW][C]30[/C][C]355.1[/C][C]376.753057716640[/C][C]-21.6530577166395[/C][/ROW]
[ROW][C]31[/C][C]331.6[/C][C]353.723145062591[/C][C]-22.1231450625905[/C][/ROW]
[ROW][C]32[/C][C]261.3[/C][C]304.340882187927[/C][C]-43.0408821879271[/C][/ROW]
[ROW][C]33[/C][C]249[/C][C]246.960348181305[/C][C]2.03965181869464[/C][/ROW]
[ROW][C]34[/C][C]205.5[/C][C]216.679853301282[/C][C]-11.1798533012818[/C][/ROW]
[ROW][C]35[/C][C]235.6[/C][C]222.942117202152[/C][C]12.6578827978481[/C][/ROW]
[ROW][C]36[/C][C]240.9[/C][C]251.58308497042[/C][C]-10.6830849704202[/C][/ROW]
[ROW][C]37[/C][C]264.9[/C][C]328.25761734098[/C][C]-63.35761734098[/C][/ROW]
[ROW][C]38[/C][C]253.8[/C][C]300.622155813587[/C][C]-46.8221558135869[/C][/ROW]
[ROW][C]39[/C][C]232.3[/C][C]246.570735622218[/C][C]-14.2707356222176[/C][/ROW]
[ROW][C]40[/C][C]193.8[/C][C]217.97402176317[/C][C]-24.1740217631701[/C][/ROW]
[ROW][C]41[/C][C]177[/C][C]203.015550718155[/C][C]-26.0155507181548[/C][/ROW]
[ROW][C]42[/C][C]213.2[/C][C]203.992818193705[/C][C]9.20718180629467[/C][/ROW]
[ROW][C]43[/C][C]207.2[/C][C]205.596025477335[/C][C]1.60397452266457[/C][/ROW]
[ROW][C]44[/C][C]180.6[/C][C]182.439793276172[/C][C]-1.8397932761722[/C][/ROW]
[ROW][C]45[/C][C]188.6[/C][C]169.172749256155[/C][C]19.4272507438454[/C][/ROW]
[ROW][C]46[/C][C]175.4[/C][C]158.310670109320[/C][C]17.0893298906797[/C][/ROW]
[ROW][C]47[/C][C]199[/C][C]187.484815429955[/C][C]11.5151845700454[/C][/ROW]
[ROW][C]48[/C][C]179.6[/C][C]207.498578232654[/C][C]-27.8985782326538[/C][/ROW]
[ROW][C]49[/C][C]225.8[/C][C]239.439214992592[/C][C]-13.6392149925919[/C][/ROW]
[ROW][C]50[/C][C]234[/C][C]249.392887806181[/C][C]-15.3928878061805[/C][/ROW]
[ROW][C]51[/C][C]200.2[/C][C]226.171511133149[/C][C]-25.9715111331492[/C][/ROW]
[ROW][C]52[/C][C]183.6[/C][C]186.658271387136[/C][C]-3.05827138713602[/C][/ROW]
[ROW][C]53[/C][C]178.2[/C][C]187.212548205495[/C][C]-9.01254820549545[/C][/ROW]
[ROW][C]54[/C][C]203.2[/C][C]207.693982599485[/C][C]-4.49398259948549[/C][/ROW]
[ROW][C]55[/C][C]208.5[/C][C]195.846788769683[/C][C]12.6532112303171[/C][/ROW]
[ROW][C]56[/C][C]191.8[/C][C]180.670410946861[/C][C]11.1295890531393[/C][/ROW]
[ROW][C]57[/C][C]172.8[/C][C]180.531206710462[/C][C]-7.73120671046246[/C][/ROW]
[ROW][C]58[/C][C]148[/C][C]147.725623704515[/C][C]0.274376295484814[/C][/ROW]
[ROW][C]59[/C][C]159.4[/C][C]158.594147216810[/C][C]0.805852783190488[/C][/ROW]
[ROW][C]60[/C][C]154.5[/C][C]160.696894105894[/C][C]-6.19689410589396[/C][/ROW]
[ROW][C]61[/C][C]213.2[/C][C]204.071449171913[/C][C]9.12855082808741[/C][/ROW]
[ROW][C]62[/C][C]196.4[/C][C]230.365107477265[/C][C]-33.9651074772655[/C][/ROW]
[ROW][C]63[/C][C]182.8[/C][C]189.974333410757[/C][C]-7.17433341075713[/C][/ROW]
[ROW][C]64[/C][C]176.4[/C][C]170.259943196256[/C][C]6.14005680374376[/C][/ROW]
[ROW][C]65[/C][C]153.6[/C][C]176.720028868842[/C][C]-23.120028868842[/C][/ROW]
[ROW][C]66[/C][C]173.2[/C][C]181.741312509294[/C][C]-8.5413125092945[/C][/ROW]
[ROW][C]67[/C][C]171[/C][C]168.871827203458[/C][C]2.12817279654195[/C][/ROW]
[ROW][C]68[/C][C]151.2[/C][C]148.165635554925[/C][C]3.03436444507534[/C][/ROW]
[ROW][C]69[/C][C]161.9[/C][C]139.636010610007[/C][C]22.2639893899932[/C][/ROW]
[ROW][C]70[/C][C]157.2[/C][C]134.80611764832[/C][C]22.3938823516799[/C][/ROW]
[ROW][C]71[/C][C]201.7[/C][C]164.581538350014[/C][C]37.1184616499865[/C][/ROW]
[ROW][C]72[/C][C]236.4[/C][C]196.544165103586[/C][C]39.855834896414[/C][/ROW]
[ROW][C]73[/C][C]356.1[/C][C]307.954874815706[/C][C]48.1451251842944[/C][/ROW]
[ROW][C]74[/C][C]398.3[/C][C]368.742319039759[/C][C]29.5576809602414[/C][/ROW]
[ROW][C]75[/C][C]403.7[/C][C]382.882478201656[/C][C]20.8175217983443[/C][/ROW]
[ROW][C]76[/C][C]384.6[/C][C]380.23681317963[/C][C]4.36318682037029[/C][/ROW]
[ROW][C]77[/C][C]365.8[/C][C]380.127495156166[/C][C]-14.3274951561659[/C][/ROW]
[ROW][C]78[/C][C]368.1[/C][C]438.947318995252[/C][C]-70.8473189952516[/C][/ROW]
[ROW][C]79[/C][C]367.9[/C][C]376.476661613892[/C][C]-8.57666161389199[/C][/ROW]
[ROW][C]80[/C][C]347[/C][C]325.426624966456[/C][C]21.5733750335442[/C][/ROW]
[ROW][C]81[/C][C]343.3[/C][C]329.055570595194[/C][C]14.2444294048058[/C][/ROW]
[ROW][C]82[/C][C]292.9[/C][C]293.809700047159[/C][C]-0.909700047159447[/C][/ROW]
[ROW][C]83[/C][C]311.5[/C][C]318.635578971566[/C][C]-7.13557897156625[/C][/ROW]
[ROW][C]84[/C][C]300.9[/C][C]314.220628238634[/C][C]-13.3206282386343[/C][/ROW]
[ROW][C]85[/C][C]366.9[/C][C]403.388371531988[/C][C]-36.4883715319876[/C][/ROW]
[ROW][C]86[/C][C]356.9[/C][C]389.091648366189[/C][C]-32.1916483661891[/C][/ROW]
[ROW][C]87[/C][C]329.7[/C][C]348.65279769522[/C][C]-18.9527976952199[/C][/ROW]
[ROW][C]88[/C][C]316.2[/C][C]311.307566239167[/C][C]4.89243376083311[/C][/ROW]
[ROW][C]89[/C][C]269[/C][C]307.082879226767[/C][C]-38.0828792267666[/C][/ROW]
[ROW][C]90[/C][C]289.3[/C][C]316.793051056817[/C][C]-27.4930510568173[/C][/ROW]
[ROW][C]91[/C][C]266.2[/C][C]296.430059110568[/C][C]-30.2300591105678[/C][/ROW]
[ROW][C]92[/C][C]253.6[/C][C]239.493123568234[/C][C]14.1068764317660[/C][/ROW]
[ROW][C]93[/C][C]233.8[/C][C]237.186895038201[/C][C]-3.38689503820149[/C][/ROW]
[ROW][C]94[/C][C]228.4[/C][C]198.028142145254[/C][C]30.3718578547456[/C][/ROW]
[ROW][C]95[/C][C]253.6[/C][C]239.987535935056[/C][C]13.6124640649436[/C][/ROW]
[ROW][C]96[/C][C]260.1[/C][C]249.948017694673[/C][C]10.1519823053270[/C][/ROW]
[ROW][C]97[/C][C]306.6[/C][C]339.008756096236[/C][C]-32.4087560962364[/C][/ROW]
[ROW][C]98[/C][C]309.2[/C][C]324.090947732778[/C][C]-14.890947732778[/C][/ROW]
[ROW][C]99[/C][C]309.5[/C][C]300.026910500957[/C][C]9.47308949904306[/C][/ROW]
[ROW][C]100[/C][C]271[/C][C]290.523410386492[/C][C]-19.5234103864915[/C][/ROW]
[ROW][C]101[/C][C]279.9[/C][C]258.862884833046[/C][C]21.0371151669538[/C][/ROW]
[ROW][C]102[/C][C]317.9[/C][C]320.26736367161[/C][C]-2.36736367160978[/C][/ROW]
[ROW][C]103[/C][C]298.4[/C][C]320.511644503176[/C][C]-22.1116445031757[/C][/ROW]
[ROW][C]104[/C][C]246.7[/C][C]274.904395761274[/C][C]-28.2043957612742[/C][/ROW]
[ROW][C]105[/C][C]227.3[/C][C]234.090662576146[/C][C]-6.79066257614608[/C][/ROW]
[ROW][C]106[/C][C]209.1[/C][C]197.37225093244[/C][C]11.7277490675601[/C][/ROW]
[ROW][C]107[/C][C]259.9[/C][C]218.693594956765[/C][C]41.2064050432348[/C][/ROW]
[ROW][C]108[/C][C]266[/C][C]250.742432249690[/C][C]15.2575677503104[/C][/ROW]
[ROW][C]109[/C][C]320.6[/C][C]337.232706264193[/C][C]-16.6327062641926[/C][/ROW]
[ROW][C]110[/C][C]308.5[/C][C]339.199022799016[/C][C]-30.6990227990157[/C][/ROW]
[ROW][C]111[/C][C]282.2[/C][C]305.595219572508[/C][C]-23.3952195725083[/C][/ROW]
[ROW][C]112[/C][C]262.7[/C][C]264.450583587072[/C][C]-1.75058358707173[/C][/ROW]
[ROW][C]113[/C][C]263.5[/C][C]253.872312024747[/C][C]9.627687975253[/C][/ROW]
[ROW][C]114[/C][C]313.1[/C][C]298.444961983378[/C][C]14.6550380166224[/C][/ROW]
[ROW][C]115[/C][C]284.3[/C][C]308.950332594884[/C][C]-24.6503325948843[/C][/ROW]
[ROW][C]116[/C][C]252.6[/C][C]260.242475622508[/C][C]-7.64247562250821[/C][/ROW]
[ROW][C]117[/C][C]250.3[/C][C]239.712868323219[/C][C]10.5871316767814[/C][/ROW]
[ROW][C]118[/C][C]246.5[/C][C]218.269383660311[/C][C]28.2306163396887[/C][/ROW]
[ROW][C]119[/C][C]312.7[/C][C]260.619764852607[/C][C]52.0802351473927[/C][/ROW]
[ROW][C]120[/C][C]333.2[/C][C]297.082219120493[/C][C]36.117780879507[/C][/ROW]
[ROW][C]121[/C][C]446.4[/C][C]412.913301695448[/C][C]33.4866983045515[/C][/ROW]
[ROW][C]122[/C][C]511.6[/C][C]461.750400301774[/C][C]49.8495996982261[/C][/ROW]
[ROW][C]123[/C][C]515.5[/C][C]496.787333387604[/C][C]18.7126666123960[/C][/ROW]
[ROW][C]124[/C][C]506.4[/C][C]485.619938972513[/C][C]20.7800610274875[/C][/ROW]
[ROW][C]125[/C][C]483.2[/C][C]495.424325051488[/C][C]-12.2243250514877[/C][/ROW]
[ROW][C]126[/C][C]522.3[/C][C]560.292748686061[/C][C]-37.9927486860613[/C][/ROW]
[ROW][C]127[/C][C]509.8[/C][C]518.89282447781[/C][C]-9.09282447780964[/C][/ROW]
[ROW][C]128[/C][C]460.7[/C][C]470.719734730927[/C][C]-10.0197347309272[/C][/ROW]
[ROW][C]129[/C][C]405.8[/C][C]446.758347791267[/C][C]-40.9583477912673[/C][/ROW]
[ROW][C]130[/C][C]375[/C][C]369.727123342129[/C][C]5.27287665787145[/C][/ROW]
[ROW][C]131[/C][C]378.5[/C][C]408.946064638785[/C][C]-30.4460646387847[/C][/ROW]
[ROW][C]132[/C][C]406.8[/C][C]371.003954022956[/C][C]35.7960459770435[/C][/ROW]
[ROW][C]133[/C][C]467.8[/C][C]502.744824266615[/C][C]-34.9448242666155[/C][/ROW]
[ROW][C]134[/C][C]469.8[/C][C]496.31155071398[/C][C]-26.5115507139802[/C][/ROW]
[ROW][C]135[/C][C]429.8[/C][C]460.514091290277[/C][C]-30.7140912902769[/C][/ROW]
[ROW][C]136[/C][C]355.8[/C][C]409.273950575544[/C][C]-53.4739505755436[/C][/ROW]
[ROW][C]137[/C][C]332.7[/C][C]351.208595366422[/C][C]-18.5085953664218[/C][/ROW]
[ROW][C]138[/C][C]378[/C][C]379.995421767594[/C][C]-1.99542176759383[/C][/ROW]
[ROW][C]139[/C][C]360.5[/C][C]370.589625795166[/C][C]-10.0896257951661[/C][/ROW]
[ROW][C]140[/C][C]334.7[/C][C]329.408747007206[/C][C]5.29125299279366[/C][/ROW]
[ROW][C]141[/C][C]319.5[/C][C]315.046895443658[/C][C]4.45310455634245[/C][/ROW]
[ROW][C]142[/C][C]323.1[/C][C]288.672697929491[/C][C]34.4273020705092[/C][/ROW]
[ROW][C]143[/C][C]363.6[/C][C]339.595539717364[/C][C]24.0044602826359[/C][/ROW]
[ROW][C]144[/C][C]352.1[/C][C]356.752272690985[/C][C]-4.65227269098472[/C][/ROW]
[ROW][C]145[/C][C]411.9[/C][C]428.735450171522[/C][C]-16.8354501715219[/C][/ROW]
[ROW][C]146[/C][C]388.6[/C][C]434.059236163854[/C][C]-45.4592361638543[/C][/ROW]
[ROW][C]147[/C][C]416.4[/C][C]381.574523192319[/C][C]34.8254768076811[/C][/ROW]
[ROW][C]148[/C][C]360.7[/C][C]380.716348230215[/C][C]-20.0163482302155[/C][/ROW]
[ROW][C]149[/C][C]338[/C][C]355.979403173315[/C][C]-17.9794031733147[/C][/ROW]
[ROW][C]150[/C][C]417.2[/C][C]389.070176523604[/C][C]28.1298234763963[/C][/ROW]
[ROW][C]151[/C][C]388.4[/C][C]403.295842983107[/C][C]-14.8958429831075[/C][/ROW]
[ROW][C]152[/C][C]371.1[/C][C]358.658924258201[/C][C]12.4410757417992[/C][/ROW]
[ROW][C]153[/C][C]331.5[/C][C]348.865331958622[/C][C]-17.3653319586215[/C][/ROW]
[ROW][C]154[/C][C]353.7[/C][C]307.660179942188[/C][C]46.0398200578117[/C][/ROW]
[ROW][C]155[/C][C]396.7[/C][C]368.107853599126[/C][C]28.5921464008740[/C][/ROW]
[ROW][C]156[/C][C]447[/C][C]384.129744589959[/C][C]62.8702554100411[/C][/ROW]
[ROW][C]157[/C][C]533.5[/C][C]530.315291565205[/C][C]3.1847084347952[/C][/ROW]
[ROW][C]158[/C][C]565.4[/C][C]553.883495924767[/C][C]11.5165040752327[/C][/ROW]
[ROW][C]159[/C][C]542.3[/C][C]565.735654806396[/C][C]-23.4356548063965[/C][/ROW]
[ROW][C]160[/C][C]488.7[/C][C]497.427065666698[/C][C]-8.72706566669757[/C][/ROW]
[ROW][C]161[/C][C]467.1[/C][C]482.452878998958[/C][C]-15.3528789989584[/C][/ROW]
[ROW][C]162[/C][C]531.3[/C][C]550.414094784214[/C][C]-19.1140947842138[/C][/ROW]
[ROW][C]163[/C][C]496.1[/C][C]515.561418835842[/C][C]-19.4614188358421[/C][/ROW]
[ROW][C]164[/C][C]444[/C][C]465.666220719523[/C][C]-21.6662207195231[/C][/ROW]
[ROW][C]165[/C][C]403.4[/C][C]418.149993873018[/C][C]-14.7499938730181[/C][/ROW]
[ROW][C]166[/C][C]386.3[/C][C]386.058029451797[/C][C]0.241970548203142[/C][/ROW]
[ROW][C]167[/C][C]394.1[/C][C]406.636200508395[/C][C]-12.5362005083949[/C][/ROW]
[ROW][C]168[/C][C]404.1[/C][C]391.646507413507[/C][C]12.4534925864932[/C][/ROW]
[ROW][C]169[/C][C]462.1[/C][C]474.973714289868[/C][C]-12.8737142898677[/C][/ROW]
[ROW][C]170[/C][C]448.1[/C][C]480.776403728914[/C][C]-32.6764037289139[/C][/ROW]
[ROW][C]171[/C][C]432.3[/C][C]447.02623672374[/C][C]-14.7262367237404[/C][/ROW]
[ROW][C]172[/C][C]386.3[/C][C]394.483547810563[/C][C]-8.18354781056314[/C][/ROW]
[ROW][C]173[/C][C]395.2[/C][C]377.601331590825[/C][C]17.5986684091753[/C][/ROW]
[ROW][C]174[/C][C]421.9[/C][C]456.711511348712[/C][C]-34.811511348712[/C][/ROW]
[ROW][C]175[/C][C]382.9[/C][C]409.284132305172[/C][C]-26.3841323051724[/C][/ROW]
[ROW][C]176[/C][C]384.2[/C][C]357.588837148039[/C][C]26.6111628519605[/C][/ROW]
[ROW][C]177[/C][C]345.5[/C][C]353.631653040669[/C][C]-8.13165304066905[/C][/ROW]
[ROW][C]178[/C][C]323.4[/C][C]330.274534280740[/C][C]-6.87453428073957[/C][/ROW]
[ROW][C]179[/C][C]372.6[/C][C]337.898426956668[/C][C]34.7015730433322[/C][/ROW]
[ROW][C]180[/C][C]376[/C][C]365.578834618977[/C][C]10.4211653810226[/C][/ROW]
[ROW][C]181[/C][C]462.7[/C][C]436.864725796116[/C][C]25.8352742038841[/C][/ROW]
[ROW][C]182[/C][C]487[/C][C]471.108413806197[/C][C]15.8915861938034[/C][/ROW]
[ROW][C]183[/C][C]444.2[/C][C]481.542046865483[/C][C]-37.3420468654834[/C][/ROW]
[ROW][C]184[/C][C]399.3[/C][C]410.00614536983[/C][C]-10.7061453698300[/C][/ROW]
[ROW][C]185[/C][C]394.9[/C][C]395.348280574100[/C][C]-0.448280574100465[/C][/ROW]
[ROW][C]186[/C][C]455.4[/C][C]450.190661010296[/C][C]5.20933898970418[/C][/ROW]
[ROW][C]187[/C][C]414[/C][C]436.88910858954[/C][C]-22.8891085895402[/C][/ROW]
[ROW][C]188[/C][C]375.5[/C][C]395.730116735195[/C][C]-20.2301167351949[/C][/ROW]
[ROW][C]189[/C][C]347[/C][C]347.072853683126[/C][C]-0.0728536831256292[/C][/ROW]
[ROW][C]190[/C][C]339.4[/C][C]330.490866599814[/C][C]8.90913340018642[/C][/ROW]
[ROW][C]191[/C][C]385.8[/C][C]359.008497551564[/C][C]26.7915024484359[/C][/ROW]
[ROW][C]192[/C][C]378.8[/C][C]376.037977733818[/C][C]2.76202226618238[/C][/ROW]
[ROW][C]193[/C][C]451.8[/C][C]443.623231885979[/C][C]8.17676811402123[/C][/ROW]
[ROW][C]194[/C][C]446.1[/C][C]460.613734749189[/C][C]-14.5137347491886[/C][/ROW]
[ROW][C]195[/C][C]422.5[/C][C]436.210923450448[/C][C]-13.7109234504480[/C][/ROW]
[ROW][C]196[/C][C]383.1[/C][C]389.725762184658[/C][C]-6.62576218465836[/C][/ROW]
[ROW][C]197[/C][C]352.8[/C][C]379.807791542914[/C][C]-27.0077915429138[/C][/ROW]
[ROW][C]198[/C][C]445.3[/C][C]406.716204177373[/C][C]38.5837958226275[/C][/ROW]
[ROW][C]199[/C][C]367.5[/C][C]416.756905232538[/C][C]-49.2569052325378[/C][/ROW]
[ROW][C]200[/C][C]355.1[/C][C]354.771956438725[/C][C]0.328043561274967[/C][/ROW]
[ROW][C]201[/C][C]326.2[/C][C]327.571762781223[/C][C]-1.37176278122251[/C][/ROW]
[ROW][C]202[/C][C]319.8[/C][C]311.661779313680[/C][C]8.13822068632032[/C][/ROW]
[ROW][C]203[/C][C]331.8[/C][C]340.127512628360[/C][C]-8.32751262836035[/C][/ROW]
[ROW][C]204[/C][C]340.9[/C][C]323.682773119675[/C][C]17.2172268803247[/C][/ROW]
[ROW][C]205[/C][C]394.1[/C][C]395.811999186641[/C][C]-1.71199918664138[/C][/ROW]
[ROW][C]206[/C][C]417.2[/C][C]398.406613807325[/C][C]18.7933861926746[/C][/ROW]
[ROW][C]207[/C][C]369.9[/C][C]402.044103018541[/C][C]-32.1441030185406[/C][/ROW]
[ROW][C]208[/C][C]349.2[/C][C]344.027006482821[/C][C]5.1729935171785[/C][/ROW]
[ROW][C]209[/C][C]321.4[/C][C]340.223476236548[/C][C]-18.8234762365475[/C][/ROW]
[ROW][C]210[/C][C]405.7[/C][C]378.811876082819[/C][C]26.8881239171810[/C][/ROW]
[ROW][C]211[/C][C]342.9[/C][C]366.447768672191[/C][C]-23.547768672191[/C][/ROW]
[ROW][C]212[/C][C]316.5[/C][C]334.516743842692[/C][C]-18.0167438426921[/C][/ROW]
[ROW][C]213[/C][C]284.2[/C][C]293.719817857925[/C][C]-9.51981785792492[/C][/ROW]
[ROW][C]214[/C][C]270.9[/C][C]273.199229921646[/C][C]-2.29922992164637[/C][/ROW]
[ROW][C]215[/C][C]288.8[/C][C]285.978936345554[/C][C]2.82106365444639[/C][/ROW]
[ROW][C]216[/C][C]278.8[/C][C]282.599199646799[/C][C]-3.79919964679857[/C][/ROW]
[ROW][C]217[/C][C]324.4[/C][C]322.367704763736[/C][C]2.03229523626385[/C][/ROW]
[ROW][C]218[/C][C]310.9[/C][C]328.286624385005[/C][C]-17.3866243850052[/C][/ROW]
[ROW][C]219[/C][C]299[/C][C]295.550365129289[/C][C]3.44963487071067[/C][/ROW]
[ROW][C]220[/C][C]273[/C][C]276.590977095724[/C][C]-3.59097709572376[/C][/ROW]
[ROW][C]221[/C][C]279.3[/C][C]262.187373292035[/C][C]17.1126267079650[/C][/ROW]
[ROW][C]222[/C][C]359.2[/C][C]328.422826718438[/C][C]30.7771732815623[/C][/ROW]
[ROW][C]223[/C][C]305[/C][C]315.485273708738[/C][C]-10.4852737087383[/C][/ROW]
[ROW][C]224[/C][C]282.1[/C][C]295.993398946766[/C][C]-13.8933989467657[/C][/ROW]
[ROW][C]225[/C][C]250.3[/C][C]262.117445690281[/C][C]-11.8174456902813[/C][/ROW]
[ROW][C]226[/C][C]246.5[/C][C]241.702684633311[/C][C]4.79731536668908[/C][/ROW]
[ROW][C]227[/C][C]257.9[/C][C]259.552901517866[/C][C]-1.65290151786553[/C][/ROW]
[ROW][C]228[/C][C]266.5[/C][C]251.681559129235[/C][C]14.8184408707646[/C][/ROW]
[ROW][C]229[/C][C]315.9[/C][C]305.866915288709[/C][C]10.0330847112905[/C][/ROW]
[ROW][C]230[/C][C]318.4[/C][C]315.594337144102[/C][C]2.80566285589759[/C][/ROW]
[ROW][C]231[/C][C]295.4[/C][C]303.953123143209[/C][C]-8.55312314320912[/C][/ROW]
[ROW][C]232[/C][C]266.4[/C][C]274.663141610807[/C][C]-8.26314161080745[/C][/ROW]
[ROW][C]233[/C][C]245.8[/C][C]260.326895347538[/C][C]-14.5268953475375[/C][/ROW]
[ROW][C]234[/C][C]362.8[/C][C]295.474370342662[/C][C]67.3256296573381[/C][/ROW]
[ROW][C]235[/C][C]324.9[/C][C]307.614504661452[/C][C]17.2854953385485[/C][/ROW]
[ROW][C]236[/C][C]294.2[/C][C]311.327565494311[/C][C]-17.1275654943113[/C][/ROW]
[ROW][C]237[/C][C]289.5[/C][C]275.026535702345[/C][C]14.4734642976546[/C][/ROW]
[ROW][C]238[/C][C]295.2[/C][C]280.173125362550[/C][C]15.0268746374505[/C][/ROW]
[ROW][C]239[/C][C]290.3[/C][C]310.393457438245[/C][C]-20.0934574382453[/C][/ROW]
[ROW][C]240[/C][C]272[/C][C]291.134291337191[/C][C]-19.1342913371907[/C][/ROW]
[ROW][C]241[/C][C]307.4[/C][C]318.39428897141[/C][C]-10.9942889714102[/C][/ROW]
[ROW][C]242[/C][C]328.7[/C][C]309.619020626111[/C][C]19.0809793738891[/C][/ROW]
[ROW][C]243[/C][C]292.9[/C][C]309.996014049050[/C][C]-17.0960140490503[/C][/ROW]
[ROW][C]244[/C][C]249.1[/C][C]273.990462735576[/C][C]-24.8904627355763[/C][/ROW]
[ROW][C]245[/C][C]230.4[/C][C]244.940768552487[/C][C]-14.5407685524866[/C][/ROW]
[ROW][C]246[/C][C]361.5[/C][C]288.566224119758[/C][C]72.9337758802419[/C][/ROW]
[ROW][C]247[/C][C]321.7[/C][C]298.917593171253[/C][C]22.7824068287475[/C][/ROW]
[ROW][C]248[/C][C]277.2[/C][C]301.90637000184[/C][C]-24.70637000184[/C][/ROW]
[ROW][C]249[/C][C]260.7[/C][C]265.10978747999[/C][C]-4.40978747998992[/C][/ROW]
[ROW][C]250[/C][C]251[/C][C]254.615925394851[/C][C]-3.6159253948513[/C][/ROW]
[ROW][C]251[/C][C]257.6[/C][C]260.504177241373[/C][C]-2.90417724137279[/C][/ROW]
[ROW][C]252[/C][C]241.8[/C][C]255.189722282258[/C][C]-13.3897222822579[/C][/ROW]
[ROW][C]253[/C][C]287.5[/C][C]283.314531189407[/C][C]4.18546881059319[/C][/ROW]
[ROW][C]254[/C][C]292.3[/C][C]291.457813777921[/C][C]0.842186222079363[/C][/ROW]
[ROW][C]255[/C][C]274.7[/C][C]272.217121417553[/C][C]2.48287858244726[/C][/ROW]
[ROW][C]256[/C][C]254.2[/C][C]252.261276718755[/C][C]1.9387232812453[/C][/ROW]
[ROW][C]257[/C][C]230[/C][C]247.720219616292[/C][C]-17.7202196162924[/C][/ROW]
[ROW][C]258[/C][C]339[/C][C]302.584682136063[/C][C]36.4153178639372[/C][/ROW]
[ROW][C]259[/C][C]318.2[/C][C]278.256416029845[/C][C]39.9435839701551[/C][/ROW]
[ROW][C]260[/C][C]287[/C][C]288.304590422258[/C][C]-1.30459042225783[/C][/ROW]
[ROW][C]261[/C][C]295.8[/C][C]274.688373256309[/C][C]21.1116267436907[/C][/ROW]
[ROW][C]262[/C][C]284[/C][C]286.288122087440[/C][C]-2.28812208744034[/C][/ROW]
[ROW][C]263[/C][C]271[/C][C]296.208109798546[/C][C]-25.2081097985464[/C][/ROW]
[ROW][C]264[/C][C]262.7[/C][C]271.071932395441[/C][C]-8.37193239544115[/C][/ROW]
[ROW][C]265[/C][C]340.6[/C][C]311.519822589786[/C][C]29.0801774102144[/C][/ROW]
[ROW][C]266[/C][C]379.4[/C][C]342.716415321822[/C][C]36.6835846781776[/C][/ROW]
[ROW][C]267[/C][C]373.3[/C][C]351.260033996627[/C][C]22.0399660033731[/C][/ROW]
[ROW][C]268[/C][C]355.2[/C][C]343.272390047954[/C][C]11.9276099520458[/C][/ROW]
[ROW][C]269[/C][C]338.4[/C][C]343.450492533221[/C][C]-5.05049253322102[/C][/ROW]
[ROW][C]270[/C][C]466.9[/C][C]460.097750349307[/C][C]6.80224965069266[/C][/ROW]
[ROW][C]271[/C][C]451[/C][C]394.068581588599[/C][C]56.9314184114012[/C][/ROW]
[ROW][C]272[/C][C]422[/C][C]403.082747400475[/C][C]18.9172525995249[/C][/ROW]
[ROW][C]273[/C][C]429.2[/C][C]409.43878130931[/C][C]19.7612186906898[/C][/ROW]
[ROW][C]274[/C][C]425.9[/C][C]415.008588082675[/C][C]10.8914119173249[/C][/ROW]
[ROW][C]275[/C][C]460.7[/C][C]439.385387336559[/C][C]21.3146126634412[/C][/ROW]
[ROW][C]276[/C][C]463.6[/C][C]460.228681221894[/C][C]3.37131877810572[/C][/ROW]
[ROW][C]277[/C][C]541.4[/C][C]564.015329469431[/C][C]-22.615329469431[/C][/ROW]
[ROW][C]278[/C][C]544.2[/C][C]562.696325620106[/C][C]-18.4963256201063[/C][/ROW]
[ROW][C]279[/C][C]517.5[/C][C]514.811144778506[/C][C]2.68885522149355[/C][/ROW]
[ROW][C]280[/C][C]469.4[/C][C]480.380068375344[/C][C]-10.9800683753439[/C][/ROW]
[ROW][C]281[/C][C]439.4[/C][C]456.080747737613[/C][C]-16.6807477376128[/C][/ROW]
[ROW][C]282[/C][C]549[/C][C]604.457449151712[/C][C]-55.4574491517116[/C][/ROW]
[ROW][C]283[/C][C]533[/C][C]481.536498266277[/C][C]51.4635017337229[/C][/ROW]
[ROW][C]284[/C][C]506.1[/C][C]472.240855626084[/C][C]33.8591443739165[/C][/ROW]
[ROW][C]285[/C][C]484[/C][C]489.525707073122[/C][C]-5.52570707312242[/C][/ROW]
[ROW][C]286[/C][C]457[/C][C]470.559693217319[/C][C]-13.5596932173191[/C][/ROW]
[ROW][C]287[/C][C]481.5[/C][C]476.648188219886[/C][C]4.85181178011368[/C][/ROW]
[ROW][C]288[/C][C]469.5[/C][C]479.682441849689[/C][C]-10.1824418496889[/C][/ROW]
[ROW][C]289[/C][C]544.7[/C][C]567.718561709015[/C][C]-23.0185617090148[/C][/ROW]
[ROW][C]290[/C][C]541.2[/C][C]565.287878180975[/C][C]-24.0878781809745[/C][/ROW]
[ROW][C]291[/C][C]521.5[/C][C]514.60405384185[/C][C]6.89594615814985[/C][/ROW]
[ROW][C]292[/C][C]469.7[/C][C]479.791550330909[/C][C]-10.0915503309088[/C][/ROW]
[ROW][C]293[/C][C]434.4[/C][C]453.845780084513[/C][C]-19.4457800845126[/C][/ROW]
[ROW][C]294[/C][C]542.6[/C][C]590.308879245888[/C][C]-47.7088792458881[/C][/ROW]
[ROW][C]295[/C][C]517.3[/C][C]489.267013535977[/C][C]28.0329864640233[/C][/ROW]
[ROW][C]296[/C][C]485.7[/C][C]457.601945873984[/C][C]28.0980541260165[/C][/ROW]
[ROW][C]297[/C][C]465.8[/C][C]462.705841759742[/C][C]3.09415824025808[/C][/ROW]
[ROW][C]298[/C][C]447[/C][C]448.684024928905[/C][C]-1.68402492890539[/C][/ROW]
[ROW][C]299[/C][C]426.6[/C][C]466.008335457636[/C][C]-39.4083354576363[/C][/ROW]
[ROW][C]300[/C][C]411.6[/C][C]427.865003909839[/C][C]-16.2650039098388[/C][/ROW]
[ROW][C]301[/C][C]467.5[/C][C]494.845873504418[/C][C]-27.345873504418[/C][/ROW]
[ROW][C]302[/C][C]484.5[/C][C]483.45987178046[/C][C]1.04012821953984[/C][/ROW]
[ROW][C]303[/C][C]451.2[/C][C]459.313553104532[/C][C]-8.1135531045324[/C][/ROW]
[ROW][C]304[/C][C]417.4[/C][C]412.586245341683[/C][C]4.81375465831746[/C][/ROW]
[ROW][C]305[/C][C]379.9[/C][C]397.681557749069[/C][C]-17.7815577490687[/C][/ROW]
[ROW][C]306[/C][C]484.7[/C][C]510.249071521564[/C][C]-25.5490715215643[/C][/ROW]
[ROW][C]307[/C][C]455[/C][C]442.930130305126[/C][C]12.0698696948738[/C][/ROW]
[ROW][C]308[/C][C]420.8[/C][C]402.607561684159[/C][C]18.1924383158412[/C][/ROW]
[ROW][C]309[/C][C]416.5[/C][C]396.425220666065[/C][C]20.074779333935[/C][/ROW]
[ROW][C]310[/C][C]376.3[/C][C]396.178937745945[/C][C]-19.8789377459445[/C][/ROW]
[ROW][C]311[/C][C]405.6[/C][C]387.775019389321[/C][C]17.8249806106787[/C][/ROW]
[ROW][C]312[/C][C]405.8[/C][C]400.414060858912[/C][C]5.38593914108765[/C][/ROW]
[ROW][C]313[/C][C]500.8[/C][C]481.771557267497[/C][C]19.0284427325030[/C][/ROW]
[ROW][C]314[/C][C]514[/C][C]515.647174743155[/C][C]-1.64717474315535[/C][/ROW]
[ROW][C]315[/C][C]475.5[/C][C]486.806660292441[/C][C]-11.3066602924408[/C][/ROW]
[ROW][C]316[/C][C]430.1[/C][C]437.949490856276[/C][C]-7.84949085627557[/C][/ROW]
[ROW][C]317[/C][C]414.4[/C][C]408.104760330978[/C][C]6.2952396690215[/C][/ROW]
[ROW][C]318[/C][C]538[/C][C]551.565953969052[/C][C]-13.5659539690522[/C][/ROW]
[ROW][C]319[/C][C]526[/C][C]497.324324273183[/C][C]28.6756757268171[/C][/ROW]
[ROW][C]320[/C][C]488.5[/C][C]466.213707712878[/C][C]22.2862922871217[/C][/ROW]
[ROW][C]321[/C][C]520.2[/C][C]462.007834739661[/C][C]58.1921652603393[/C][/ROW]
[ROW][C]322[/C][C]504.4[/C][C]483.750110769661[/C][C]20.6498892303388[/C][/ROW]
[ROW][C]323[/C][C]568.5[/C][C]523.661646218294[/C][C]44.8383537817058[/C][/ROW]
[ROW][C]324[/C][C]610.6[/C][C]559.200391015067[/C][C]51.3996089849327[/C][/ROW]
[ROW][C]325[/C][C]818[/C][C]725.487160905127[/C][C]92.5128390948735[/C][/ROW]
[ROW][C]326[/C][C]830.9[/C][C]833.897165879864[/C][C]-2.99716587986450[/C][/ROW]
[ROW][C]327[/C][C]835.9[/C][C]791.704691011388[/C][C]44.1953089886119[/C][/ROW]
[ROW][C]328[/C][C]782[/C][C]768.990281228768[/C][C]13.0097187712316[/C][/ROW]
[ROW][C]329[/C][C]762.3[/C][C]750.190030562813[/C][C]12.1099694371869[/C][/ROW]
[ROW][C]330[/C][C]856.9[/C][C]1018.79199894762[/C][C]-161.891998947615[/C][/ROW]
[ROW][C]331[/C][C]820.9[/C][C]831.464573520263[/C][C]-10.5645735202635[/C][/ROW]
[ROW][C]332[/C][C]769.6[/C][C]739.760527070064[/C][C]29.8394729299358[/C][/ROW]
[ROW][C]333[/C][C]752.2[/C][C]741.568842369015[/C][C]10.6311576309854[/C][/ROW]
[ROW][C]334[/C][C]724.4[/C][C]705.392509554544[/C][C]19.0074904454564[/C][/ROW]
[ROW][C]335[/C][C]723.1[/C][C]761.351679831748[/C][C]-38.2516798317477[/C][/ROW]
[ROW][C]336[/C][C]719.5[/C][C]728.32976810715[/C][C]-8.82976810715081[/C][/ROW]
[ROW][C]337[/C][C]817.4[/C][C]872.180480638654[/C][C]-54.7804806386544[/C][/ROW]
[ROW][C]338[/C][C]803.3[/C][C]838.572796558785[/C][C]-35.2727965587854[/C][/ROW]
[ROW][C]339[/C][C]752.5[/C][C]774.049546250114[/C][C]-21.5495462501136[/C][/ROW]
[ROW][C]340[/C][C]689[/C][C]693.188259910466[/C][C]-4.18825991046617[/C][/ROW]
[ROW][C]341[/C][C]630.4[/C][C]659.132267092745[/C][C]-28.7322670927454[/C][/ROW]
[ROW][C]342[/C][C]765.5[/C][C]816.947179271117[/C][C]-51.4471792711173[/C][/ROW]
[ROW][C]343[/C][C]757.7[/C][C]744.981672382612[/C][C]12.7183276173884[/C][/ROW]
[ROW][C]344[/C][C]732.2[/C][C]681.695467832295[/C][C]50.5045321677052[/C][/ROW]
[ROW][C]345[/C][C]702.6[/C][C]696.063229409043[/C][C]6.53677059095708[/C][/ROW]
[ROW][C]346[/C][C]683.3[/C][C]657.878919288956[/C][C]25.4210807110439[/C][/ROW]
[ROW][C]347[/C][C]709.5[/C][C]704.740089448222[/C][C]4.75991055177815[/C][/ROW]
[ROW][C]348[/C][C]702.2[/C][C]710.372544631912[/C][C]-8.17254463191148[/C][/ROW]
[ROW][C]349[/C][C]784.8[/C][C]841.119473579327[/C][C]-56.3194735793271[/C][/ROW]
[ROW][C]350[/C][C]810.9[/C][C]806.389810122558[/C][C]4.51018987744192[/C][/ROW]
[ROW][C]351[/C][C]755.6[/C][C]775.406805500505[/C][C]-19.806805500505[/C][/ROW]
[ROW][C]352[/C][C]656.8[/C][C]696.986623072271[/C][C]-40.1866230722708[/C][/ROW]
[ROW][C]353[/C][C]615.1[/C][C]627.941855173591[/C][C]-12.8418551735913[/C][/ROW]
[ROW][C]354[/C][C]745.3[/C][C]788.932087670052[/C][C]-43.6320876700522[/C][/ROW]
[ROW][C]355[/C][C]694.1[/C][C]732.481713641621[/C][C]-38.3817136416212[/C][/ROW]
[ROW][C]356[/C][C]675.7[/C][C]634.711142197008[/C][C]40.9888578029925[/C][/ROW]
[ROW][C]357[/C][C]643.7[/C][C]634.131017095513[/C][C]9.56898290448714[/C][/ROW]
[ROW][C]358[/C][C]622.1[/C][C]602.492838946037[/C][C]19.6071610539633[/C][/ROW]
[ROW][C]359[/C][C]634.6[/C][C]636.370804951981[/C][C]-1.77080495198106[/C][/ROW]
[ROW][C]360[/C][C]588[/C][C]631.757378193097[/C][C]-43.7573781930971[/C][/ROW]
[ROW][C]361[/C][C]689.7[/C][C]700.600403664838[/C][C]-10.9004036648379[/C][/ROW]
[ROW][C]362[/C][C]673.9[/C][C]707.896450127397[/C][C]-33.9964501273973[/C][/ROW]
[ROW][C]363[/C][C]647.9[/C][C]643.094575297678[/C][C]4.80542470232194[/C][/ROW]
[ROW][C]364[/C][C]568.8[/C][C]587.828381850703[/C][C]-19.0283818507035[/C][/ROW]
[ROW][C]365[/C][C]545.7[/C][C]542.35613617488[/C][C]3.34386382511968[/C][/ROW]
[ROW][C]366[/C][C]632.6[/C][C]689.663175681589[/C][C]-57.063175681589[/C][/ROW]
[ROW][C]367[/C][C]643.8[/C][C]622.085854262794[/C][C]21.7141457372056[/C][/ROW]
[ROW][C]368[/C][C]593.1[/C][C]589.735967559455[/C][C]3.36403244054475[/C][/ROW]
[ROW][C]369[/C][C]579.7[/C][C]555.115000544701[/C][C]24.5849994552991[/C][/ROW]
[ROW][C]370[/C][C]546[/C][C]539.777680419332[/C][C]6.22231958066766[/C][/ROW]
[ROW][C]371[/C][C]562.9[/C][C]555.075261347661[/C][C]7.82473865233908[/C][/ROW]
[ROW][C]372[/C][C]572.5[/C][C]550.403220489498[/C][C]22.0967795105016[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=60874&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=60874&T=2

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


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

Interpolation Forecasts of Exponential Smoothing
tObservedFittedResiduals
13299.5237.62747618614461.8725238138558
14347.4334.68420332637312.7157966736274
15338.3337.1242383196831.17576168031724
16327.7326.9401176591620.759882340838374
17351.6351.0532409790260.546759020973809
18396.6398.633000518542-2.03300051854166
19438.8389.48984628835249.3101537116478
20395.6405.364615816722-9.76461581672157
21363.5370.107395833236-6.60739583323613
22378.8311.42696738429967.373032615701
23357425.406491421209-68.4064914212094
24369393.290788189667-24.2907881896666
25464.8513.533753724449-48.7337537244489
26479.1521.378815401933-42.2788154019327
27431.3463.753172723408-32.4531727234081
28366.5415.288175047649-48.7881750476486
29326.3395.158503716480-68.8585037164795
30355.1376.753057716640-21.6530577166395
31331.6353.723145062591-22.1231450625905
32261.3304.340882187927-43.0408821879271
33249246.9603481813052.03965181869464
34205.5216.679853301282-11.1798533012818
35235.6222.94211720215212.6578827978481
36240.9251.58308497042-10.6830849704202
37264.9328.25761734098-63.35761734098
38253.8300.622155813587-46.8221558135869
39232.3246.570735622218-14.2707356222176
40193.8217.97402176317-24.1740217631701
41177203.015550718155-26.0155507181548
42213.2203.9928181937059.20718180629467
43207.2205.5960254773351.60397452266457
44180.6182.439793276172-1.8397932761722
45188.6169.17274925615519.4272507438454
46175.4158.31067010932017.0893298906797
47199187.48481542995511.5151845700454
48179.6207.498578232654-27.8985782326538
49225.8239.439214992592-13.6392149925919
50234249.392887806181-15.3928878061805
51200.2226.171511133149-25.9715111331492
52183.6186.658271387136-3.05827138713602
53178.2187.212548205495-9.01254820549545
54203.2207.693982599485-4.49398259948549
55208.5195.84678876968312.6532112303171
56191.8180.67041094686111.1295890531393
57172.8180.531206710462-7.73120671046246
58148147.7256237045150.274376295484814
59159.4158.5941472168100.805852783190488
60154.5160.696894105894-6.19689410589396
61213.2204.0714491719139.12855082808741
62196.4230.365107477265-33.9651074772655
63182.8189.974333410757-7.17433341075713
64176.4170.2599431962566.14005680374376
65153.6176.720028868842-23.120028868842
66173.2181.741312509294-8.5413125092945
67171168.8718272034582.12817279654195
68151.2148.1656355549253.03436444507534
69161.9139.63601061000722.2639893899932
70157.2134.8061176483222.3938823516799
71201.7164.58153835001437.1184616499865
72236.4196.54416510358639.855834896414
73356.1307.95487481570648.1451251842944
74398.3368.74231903975929.5576809602414
75403.7382.88247820165620.8175217983443
76384.6380.236813179634.36318682037029
77365.8380.127495156166-14.3274951561659
78368.1438.947318995252-70.8473189952516
79367.9376.476661613892-8.57666161389199
80347325.42662496645621.5733750335442
81343.3329.05557059519414.2444294048058
82292.9293.809700047159-0.909700047159447
83311.5318.635578971566-7.13557897156625
84300.9314.220628238634-13.3206282386343
85366.9403.388371531988-36.4883715319876
86356.9389.091648366189-32.1916483661891
87329.7348.65279769522-18.9527976952199
88316.2311.3075662391674.89243376083311
89269307.082879226767-38.0828792267666
90289.3316.793051056817-27.4930510568173
91266.2296.430059110568-30.2300591105678
92253.6239.49312356823414.1068764317660
93233.8237.186895038201-3.38689503820149
94228.4198.02814214525430.3718578547456
95253.6239.98753593505613.6124640649436
96260.1249.94801769467310.1519823053270
97306.6339.008756096236-32.4087560962364
98309.2324.090947732778-14.890947732778
99309.5300.0269105009579.47308949904306
100271290.523410386492-19.5234103864915
101279.9258.86288483304621.0371151669538
102317.9320.26736367161-2.36736367160978
103298.4320.511644503176-22.1116445031757
104246.7274.904395761274-28.2043957612742
105227.3234.090662576146-6.79066257614608
106209.1197.3722509324411.7277490675601
107259.9218.69359495676541.2064050432348
108266250.74243224969015.2575677503104
109320.6337.232706264193-16.6327062641926
110308.5339.199022799016-30.6990227990157
111282.2305.595219572508-23.3952195725083
112262.7264.450583587072-1.75058358707173
113263.5253.8723120247479.627687975253
114313.1298.44496198337814.6550380166224
115284.3308.950332594884-24.6503325948843
116252.6260.242475622508-7.64247562250821
117250.3239.71286832321910.5871316767814
118246.5218.26938366031128.2306163396887
119312.7260.61976485260752.0802351473927
120333.2297.08221912049336.117780879507
121446.4412.91330169544833.4866983045515
122511.6461.75040030177449.8495996982261
123515.5496.78733338760418.7126666123960
124506.4485.61993897251320.7800610274875
125483.2495.424325051488-12.2243250514877
126522.3560.292748686061-37.9927486860613
127509.8518.89282447781-9.09282447780964
128460.7470.719734730927-10.0197347309272
129405.8446.758347791267-40.9583477912673
130375369.7271233421295.27287665787145
131378.5408.946064638785-30.4460646387847
132406.8371.00395402295635.7960459770435
133467.8502.744824266615-34.9448242666155
134469.8496.31155071398-26.5115507139802
135429.8460.514091290277-30.7140912902769
136355.8409.273950575544-53.4739505755436
137332.7351.208595366422-18.5085953664218
138378379.995421767594-1.99542176759383
139360.5370.589625795166-10.0896257951661
140334.7329.4087470072065.29125299279366
141319.5315.0468954436584.45310455634245
142323.1288.67269792949134.4273020705092
143363.6339.59553971736424.0044602826359
144352.1356.752272690985-4.65227269098472
145411.9428.735450171522-16.8354501715219
146388.6434.059236163854-45.4592361638543
147416.4381.57452319231934.8254768076811
148360.7380.716348230215-20.0163482302155
149338355.979403173315-17.9794031733147
150417.2389.07017652360428.1298234763963
151388.4403.295842983107-14.8958429831075
152371.1358.65892425820112.4410757417992
153331.5348.865331958622-17.3653319586215
154353.7307.66017994218846.0398200578117
155396.7368.10785359912628.5921464008740
156447384.12974458995962.8702554100411
157533.5530.3152915652053.1847084347952
158565.4553.88349592476711.5165040752327
159542.3565.735654806396-23.4356548063965
160488.7497.427065666698-8.72706566669757
161467.1482.452878998958-15.3528789989584
162531.3550.414094784214-19.1140947842138
163496.1515.561418835842-19.4614188358421
164444465.666220719523-21.6662207195231
165403.4418.149993873018-14.7499938730181
166386.3386.0580294517970.241970548203142
167394.1406.636200508395-12.5362005083949
168404.1391.64650741350712.4534925864932
169462.1474.973714289868-12.8737142898677
170448.1480.776403728914-32.6764037289139
171432.3447.02623672374-14.7262367237404
172386.3394.483547810563-8.18354781056314
173395.2377.60133159082517.5986684091753
174421.9456.711511348712-34.811511348712
175382.9409.284132305172-26.3841323051724
176384.2357.58883714803926.6111628519605
177345.5353.631653040669-8.13165304066905
178323.4330.274534280740-6.87453428073957
179372.6337.89842695666834.7015730433322
180376365.57883461897710.4211653810226
181462.7436.86472579611625.8352742038841
182487471.10841380619715.8915861938034
183444.2481.542046865483-37.3420468654834
184399.3410.00614536983-10.7061453698300
185394.9395.348280574100-0.448280574100465
186455.4450.1906610102965.20933898970418
187414436.88910858954-22.8891085895402
188375.5395.730116735195-20.2301167351949
189347347.072853683126-0.0728536831256292
190339.4330.4908665998148.90913340018642
191385.8359.00849755156426.7915024484359
192378.8376.0379777338182.76202226618238
193451.8443.6232318859798.17676811402123
194446.1460.613734749189-14.5137347491886
195422.5436.210923450448-13.7109234504480
196383.1389.725762184658-6.62576218465836
197352.8379.807791542914-27.0077915429138
198445.3406.71620417737338.5837958226275
199367.5416.756905232538-49.2569052325378
200355.1354.7719564387250.328043561274967
201326.2327.571762781223-1.37176278122251
202319.8311.6617793136808.13822068632032
203331.8340.127512628360-8.32751262836035
204340.9323.68277311967517.2172268803247
205394.1395.811999186641-1.71199918664138
206417.2398.40661380732518.7933861926746
207369.9402.044103018541-32.1441030185406
208349.2344.0270064828215.1729935171785
209321.4340.223476236548-18.8234762365475
210405.7378.81187608281926.8881239171810
211342.9366.447768672191-23.547768672191
212316.5334.516743842692-18.0167438426921
213284.2293.719817857925-9.51981785792492
214270.9273.199229921646-2.29922992164637
215288.8285.9789363455542.82106365444639
216278.8282.599199646799-3.79919964679857
217324.4322.3677047637362.03229523626385
218310.9328.286624385005-17.3866243850052
219299295.5503651292893.44963487071067
220273276.590977095724-3.59097709572376
221279.3262.18737329203517.1126267079650
222359.2328.42282671843830.7771732815623
223305315.485273708738-10.4852737087383
224282.1295.993398946766-13.8933989467657
225250.3262.117445690281-11.8174456902813
226246.5241.7026846333114.79731536668908
227257.9259.552901517866-1.65290151786553
228266.5251.68155912923514.8184408707646
229315.9305.86691528870910.0330847112905
230318.4315.5943371441022.80566285589759
231295.4303.953123143209-8.55312314320912
232266.4274.663141610807-8.26314161080745
233245.8260.326895347538-14.5268953475375
234362.8295.47437034266267.3256296573381
235324.9307.61450466145217.2854953385485
236294.2311.327565494311-17.1275654943113
237289.5275.02653570234514.4734642976546
238295.2280.17312536255015.0268746374505
239290.3310.393457438245-20.0934574382453
240272291.134291337191-19.1342913371907
241307.4318.39428897141-10.9942889714102
242328.7309.61902062611119.0809793738891
243292.9309.996014049050-17.0960140490503
244249.1273.990462735576-24.8904627355763
245230.4244.940768552487-14.5407685524866
246361.5288.56622411975872.9337758802419
247321.7298.91759317125322.7824068287475
248277.2301.90637000184-24.70637000184
249260.7265.10978747999-4.40978747998992
250251254.615925394851-3.6159253948513
251257.6260.504177241373-2.90417724137279
252241.8255.189722282258-13.3897222822579
253287.5283.3145311894074.18546881059319
254292.3291.4578137779210.842186222079363
255274.7272.2171214175532.48287858244726
256254.2252.2612767187551.9387232812453
257230247.720219616292-17.7202196162924
258339302.58468213606336.4153178639372
259318.2278.25641602984539.9435839701551
260287288.304590422258-1.30459042225783
261295.8274.68837325630921.1116267436907
262284286.288122087440-2.28812208744034
263271296.208109798546-25.2081097985464
264262.7271.071932395441-8.37193239544115
265340.6311.51982258978629.0801774102144
266379.4342.71641532182236.6835846781776
267373.3351.26003399662722.0399660033731
268355.2343.27239004795411.9276099520458
269338.4343.450492533221-5.05049253322102
270466.9460.0977503493076.80224965069266
271451394.06858158859956.9314184114012
272422403.08274740047518.9172525995249
273429.2409.4387813093119.7612186906898
274425.9415.00858808267510.8914119173249
275460.7439.38538733655921.3146126634412
276463.6460.2286812218943.37131877810572
277541.4564.015329469431-22.615329469431
278544.2562.696325620106-18.4963256201063
279517.5514.8111447785062.68885522149355
280469.4480.380068375344-10.9800683753439
281439.4456.080747737613-16.6807477376128
282549604.457449151712-55.4574491517116
283533481.53649826627751.4635017337229
284506.1472.24085562608433.8591443739165
285484489.525707073122-5.52570707312242
286457470.559693217319-13.5596932173191
287481.5476.6481882198864.85181178011368
288469.5479.682441849689-10.1824418496889
289544.7567.718561709015-23.0185617090148
290541.2565.287878180975-24.0878781809745
291521.5514.604053841856.89594615814985
292469.7479.791550330909-10.0915503309088
293434.4453.845780084513-19.4457800845126
294542.6590.308879245888-47.7088792458881
295517.3489.26701353597728.0329864640233
296485.7457.60194587398428.0980541260165
297465.8462.7058417597423.09415824025808
298447448.684024928905-1.68402492890539
299426.6466.008335457636-39.4083354576363
300411.6427.865003909839-16.2650039098388
301467.5494.845873504418-27.345873504418
302484.5483.459871780461.04012821953984
303451.2459.313553104532-8.1135531045324
304417.4412.5862453416834.81375465831746
305379.9397.681557749069-17.7815577490687
306484.7510.249071521564-25.5490715215643
307455442.93013030512612.0698696948738
308420.8402.60756168415918.1924383158412
309416.5396.42522066606520.074779333935
310376.3396.178937745945-19.8789377459445
311405.6387.77501938932117.8249806106787
312405.8400.4140608589125.38593914108765
313500.8481.77155726749719.0284427325030
314514515.647174743155-1.64717474315535
315475.5486.806660292441-11.3066602924408
316430.1437.949490856276-7.84949085627557
317414.4408.1047603309786.2952396690215
318538551.565953969052-13.5659539690522
319526497.32432427318328.6756757268171
320488.5466.21370771287822.2862922871217
321520.2462.00783473966158.1921652603393
322504.4483.75011076966120.6498892303388
323568.5523.66164621829444.8383537817058
324610.6559.20039101506751.3996089849327
325818725.48716090512792.5128390948735
326830.9833.897165879864-2.99716587986450
327835.9791.70469101138844.1953089886119
328782768.99028122876813.0097187712316
329762.3750.19003056281312.1099694371869
330856.91018.79199894762-161.891998947615
331820.9831.464573520263-10.5645735202635
332769.6739.76052707006429.8394729299358
333752.2741.56884236901510.6311576309854
334724.4705.39250955454419.0074904454564
335723.1761.351679831748-38.2516798317477
336719.5728.32976810715-8.82976810715081
337817.4872.180480638654-54.7804806386544
338803.3838.572796558785-35.2727965587854
339752.5774.049546250114-21.5495462501136
340689693.188259910466-4.18825991046617
341630.4659.132267092745-28.7322670927454
342765.5816.947179271117-51.4471792711173
343757.7744.98167238261212.7183276173884
344732.2681.69546783229550.5045321677052
345702.6696.0632294090436.53677059095708
346683.3657.87891928895625.4210807110439
347709.5704.7400894482224.75991055177815
348702.2710.372544631912-8.17254463191148
349784.8841.119473579327-56.3194735793271
350810.9806.3898101225584.51018987744192
351755.6775.406805500505-19.806805500505
352656.8696.986623072271-40.1866230722708
353615.1627.941855173591-12.8418551735913
354745.3788.932087670052-43.6320876700522
355694.1732.481713641621-38.3817136416212
356675.7634.71114219700840.9888578029925
357643.7634.1310170955139.56898290448714
358622.1602.49283894603719.6071610539633
359634.6636.370804951981-1.77080495198106
360588631.757378193097-43.7573781930971
361689.7700.600403664838-10.9004036648379
362673.9707.896450127397-33.9964501273973
363647.9643.0945752976784.80542470232194
364568.8587.828381850703-19.0283818507035
365545.7542.356136174883.34386382511968
366632.6689.663175681589-57.063175681589
367643.8622.08585426279421.7141457372056
368593.1589.7359675594553.36403244054475
369579.7555.11500054470124.5849994552991
370546539.7776804193326.22231958066766
371562.9555.0752613476617.82473865233908
372572.5550.40322048949822.0967795105016






Extrapolation Forecasts of Exponential Smoothing
tForecast95% Lower Bound95% Upper Bound
373675.60500523734622.799731966261728.410278508418
374687.55702355531617.377763291092757.736283819527
375657.669963198287575.506598032933739.83332836364
376593.946199397138505.077273211728682.815125582548
377567.936068495899469.834611644941666.037525346857
378708.351039657566576.993485128054839.708594187078
379703.36061637895562.251209095454844.470023662447
380646.901164119778506.040242052541787.762086187015
381611.554367646235467.594832512676755.513902779794
382571.504842362338426.191861359819716.817823364856
383583.173504745255424.881836927376741.465172563134
384574.497670206446283.317387010523865.677953402368

\begin{tabular}{lllllllll}
\hline
Extrapolation Forecasts of Exponential Smoothing \tabularnewline
t & Forecast & 95% Lower Bound & 95% Upper Bound \tabularnewline
373 & 675.60500523734 & 622.799731966261 & 728.410278508418 \tabularnewline
374 & 687.55702355531 & 617.377763291092 & 757.736283819527 \tabularnewline
375 & 657.669963198287 & 575.506598032933 & 739.83332836364 \tabularnewline
376 & 593.946199397138 & 505.077273211728 & 682.815125582548 \tabularnewline
377 & 567.936068495899 & 469.834611644941 & 666.037525346857 \tabularnewline
378 & 708.351039657566 & 576.993485128054 & 839.708594187078 \tabularnewline
379 & 703.36061637895 & 562.251209095454 & 844.470023662447 \tabularnewline
380 & 646.901164119778 & 506.040242052541 & 787.762086187015 \tabularnewline
381 & 611.554367646235 & 467.594832512676 & 755.513902779794 \tabularnewline
382 & 571.504842362338 & 426.191861359819 & 716.817823364856 \tabularnewline
383 & 583.173504745255 & 424.881836927376 & 741.465172563134 \tabularnewline
384 & 574.497670206446 & 283.317387010523 & 865.677953402368 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=60874&T=3

[TABLE]
[ROW][C]Extrapolation Forecasts of Exponential Smoothing[/C][/ROW]
[ROW][C]t[/C][C]Forecast[/C][C]95% Lower Bound[/C][C]95% Upper Bound[/C][/ROW]
[ROW][C]373[/C][C]675.60500523734[/C][C]622.799731966261[/C][C]728.410278508418[/C][/ROW]
[ROW][C]374[/C][C]687.55702355531[/C][C]617.377763291092[/C][C]757.736283819527[/C][/ROW]
[ROW][C]375[/C][C]657.669963198287[/C][C]575.506598032933[/C][C]739.83332836364[/C][/ROW]
[ROW][C]376[/C][C]593.946199397138[/C][C]505.077273211728[/C][C]682.815125582548[/C][/ROW]
[ROW][C]377[/C][C]567.936068495899[/C][C]469.834611644941[/C][C]666.037525346857[/C][/ROW]
[ROW][C]378[/C][C]708.351039657566[/C][C]576.993485128054[/C][C]839.708594187078[/C][/ROW]
[ROW][C]379[/C][C]703.36061637895[/C][C]562.251209095454[/C][C]844.470023662447[/C][/ROW]
[ROW][C]380[/C][C]646.901164119778[/C][C]506.040242052541[/C][C]787.762086187015[/C][/ROW]
[ROW][C]381[/C][C]611.554367646235[/C][C]467.594832512676[/C][C]755.513902779794[/C][/ROW]
[ROW][C]382[/C][C]571.504842362338[/C][C]426.191861359819[/C][C]716.817823364856[/C][/ROW]
[ROW][C]383[/C][C]583.173504745255[/C][C]424.881836927376[/C][C]741.465172563134[/C][/ROW]
[ROW][C]384[/C][C]574.497670206446[/C][C]283.317387010523[/C][C]865.677953402368[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=60874&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=60874&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
373675.60500523734622.799731966261728.410278508418
374687.55702355531617.377763291092757.736283819527
375657.669963198287575.506598032933739.83332836364
376593.946199397138505.077273211728682.815125582548
377567.936068495899469.834611644941666.037525346857
378708.351039657566576.993485128054839.708594187078
379703.36061637895562.251209095454844.470023662447
380646.901164119778506.040242052541787.762086187015
381611.554367646235467.594832512676755.513902779794
382571.504842362338426.191861359819716.817823364856
383583.173504745255424.881836927376741.465172563134
384574.497670206446283.317387010523865.677953402368


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 12 ; par2 = Triple ; par3 = multiplicative ;
Parameters (R input):
par1 = 12 ; par2 = Triple ; par3 = multiplicative ;
R code (references can be found in the software module):
par1 <- as.numeric(par1)
if (par2 == 'Single') K <- 1
if (par2 == 'Double') K <- 2
if (par2 == 'Triple') K <- par1
nx <- length(x)
nxmK <- nx - K
x <- ts(x, frequency = par1)
if (par2 == 'Single') fit <- HoltWinters(x, gamma=0, beta=0)
if (par2 == 'Double') fit <- HoltWinters(x, gamma=0)
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')