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Author's title

Author

*The author of this computation has been verified*

R Software Module

rwasp_exponentialsmoothing.wasp

Title produced by software

Exponential Smoothing

Date of computation

Thu, 09 Dec 2010 16:12:25 +0000

Cite this page as follows

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2010/Dec/09/t1291911062qxepunxflla4mir.htm/, Retrieved Fri, 07 Nov 2025 06:07:51 +0000

Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=107241, Retrieved Fri, 07 Nov 2025 06:07:51 +0000

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Original text written by user:

IsPrivate?

No (this computation is public)

User-defined keywords

Estimated Impact

527

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)

F     [Univariate Data Series] [HPC Retail Sales] [2008-03-02 15:42:48] [74be16979710d4c4e7c6647856088456]
- RMPD  [Structural Time Series Models] [HPC Retail Sales] [2008-03-06 16:52:55] [74be16979710d4c4e7c6647856088456]
- R  D    [Structural Time Series Models] [HPC Retail Sales] [2008-03-08 11:33:35] [74be16979710d4c4e7c6647856088456]
-  M D      [Structural Time Series Models] [] [2010-12-07 12:42:20] [b2f924a86c4fbfa8afa1027f3839f526]
- RMP         [Exponential Smoothing] [] [2010-12-07 12:46:53] [b2f924a86c4fbfa8afa1027f3839f526]
-    D            [Exponential Smoothing] [] [2010-12-09 16:12:25] [ae555db68faeb138426117ca316fbf2a] [Current]

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Dataseries X:

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Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	6 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 & 6 seconds \tabularnewline
R Server & 'Gwilym Jenkins' @ 72.249.127.135 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=107241&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]6 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=107241&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=107241&T=0

As an alternative you can also use a QR Code:

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

Summary of computational transaction
Raw Input	view raw input (R code)
Raw Output	view raw output of R engine
Computing time	6 seconds
R Server	'Gwilym Jenkins' @ 72.249.127.135

Estimated Parameters of Exponential Smoothing
Parameter	Value
alpha	0.859090117482425
beta	0.0739570283340592
gamma	1

\begin{tabular}{lllllllll}
\hline
Estimated Parameters of Exponential Smoothing \tabularnewline
Parameter & Value \tabularnewline
alpha & 0.859090117482425 \tabularnewline
beta & 0.0739570283340592 \tabularnewline
gamma & 1 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=107241&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]0.859090117482425[/C][/ROW]
[ROW][C]beta[/C][C]0.0739570283340592[/C][/ROW]
[ROW][C]gamma[/C][C]1[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=107241&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=107241&T=1

As an alternative you can also use a QR Code:

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

Estimated Parameters of Exponential Smoothing
Parameter	Value
alpha	0.859090117482425
beta	0.0739570283340592
gamma	1

Interpolation Forecasts of Exponential Smoothing
t	Observed	Fitted	Residuals
13	299.5	239.394497863248	60.105502136752
14	347.4	339.492687410771	7.9073125892287
15	338.3	339.929491887132	-1.62949188713173
16	327.7	329.223957559468	-1.52395755946770
17	351.6	353.166427606621	-1.56642760662055
18	396.6	400.389554566451	-3.78955456645105
19	438.8	384.599542925451	54.200457074549
20	395.6	427.763510672247	-32.1635106722474
21	363.5	393.902014378528	-30.4020143785276
22	378.8	345.076353958667	33.7236460413326
23	357	410.295571899362	-53.295571899362
24	369	383.104598762058	-14.1045987620581
25	464.8	456.976349628349	7.82365037165056
26	479.1	502.592157461915	-23.4921574619154
27	431.3	470.50284979556	-39.2028497955599
28	366.5	420.938726552717	-54.4387265527173
29	326.3	389.460118106052	-63.1601181060516
30	355.1	369.585513312119	-14.4855133121194
31	331.6	338.228558771563	-6.62855877156301
32	261.3	298.551050153206	-37.2510501532062
33	249	241.829537110705	7.17046288929504
34	205.5	217.967581386629	-12.4675813866291
35	235.6	211.957331684488	23.6426683155119
36	240.9	241.988791886433	-1.08879188643309
37	264.9	316.56232599333	-51.6623259933298
38	253.8	289.312251522296	-35.512251522296
39	232.3	226.569741231411	5.73025876858878
40	193.8	198.202113954364	-4.40211395436415
41	177	196.401440515527	-19.4014405155267
42	213.2	211.679362402521	1.52063759747909
43	207.2	186.898365671523	20.3016343284766
44	180.6	159.470447421685	21.1295525783147
45	188.6	156.300958206048	32.2990417939525
46	175.4	149.994479718443	25.4055202815573
47	199	182.750182367081	16.2498176329190
48	179.6	203.617154073341	-24.0171540733411
49	225.8	250.581620945858	-24.7816209458582
50	234	249.622858322169	-15.6228583221695
51	200.2	211.964952702772	-11.7649527027719
52	183.6	168.214385528082	15.3856144719179
53	178.2	183.631603723902	-5.43160372390227
54	203.2	217.078589038250	-13.8785890382498
55	208.5	183.955882611467	24.5441173885333
56	191.8	162.800036528590	28.9999634714103
57	172.8	170.976618453956	1.82338154604352
58	148	138.591929629812	9.40807037018797
59	159.4	156.372335669959	3.02766433004098
60	154.5	159.424275934008	-4.92427593400774
61	213.2	223.114609211209	-9.91460921120859
62	196.4	237.594180801579	-41.1941808015789
63	182.8	178.262799760314	4.53720023968557
64	176.4	153.129781835634	23.2702181643663
65	153.6	173.674935132256	-20.0749351322562
66	173.2	193.709042121904	-20.5090421219044
67	171	160.240373884805	10.7596261151946
68	151.2	126.930528161016	24.2694718389843
69	161.9	125.973435002326	35.9265649976736
70	157.2	124.881675573492	32.3183244265076
71	201.7	163.827076326735	37.8729236732654
72	236.4	200.289731456684	36.1102685433159
73	356.1	305.732413633267	50.3675863667326
74	398.3	378.625462124035	19.6745378759645
75	403.7	392.930378293805	10.7696217061948
76	384.6	391.087800001056	-6.48780000105558
77	365.8	393.366236037334	-27.566236037334
78	368.1	419.833367569935	-51.7333675699348
79	367.9	374.892290362618	-6.9922903626179
80	347	338.053774113903	8.94622588609707
81	343.3	334.419812173438	8.88018782656167
82	292.9	316.710509488063	-23.8105094880632
83	311.5	311.778862805985	-0.278862805984659
84	300.9	316.353298389024	-15.4532983890244
85	366.9	377.367075471291	-10.4670754712908
86	356.9	387.667386022286	-30.7673860222865
87	329.7	348.173160300275	-18.4731603002754
88	316.2	307.708500690031	8.49149930996879
89	269	309.768910811536	-40.7689108115355
90	289.3	310.533091409775	-21.2330914097747
91	266.2	289.081542105592	-22.8815421055921
92	253.6	230.811667742120	22.7883322578801
93	233.8	229.912532395107	3.88746760489278
94	228.4	193.842889774835	34.5571102251653
95	253.6	236.613859543972	16.9861404560275
96	260.1	249.222935445924	10.8770645540759
97	306.6	330.573069195610	-23.9730691956096
98	309.2	322.565480154239	-13.3654801542392
99	309.5	297.014561387094	12.4854386129063
100	271	286.173816735979	-15.1738167359792
101	279.9	258.686817021143	21.2131829788573
102	317.9	317.114578730618	0.785421269382084
103	298.4	317.408182699649	-19.0081826996491
104	246.7	272.208856180445	-25.5088561804449
105	227.3	227.393813157513	-0.0938131575134094
106	209.1	192.211641881379	16.8883581186212
107	259.9	216.191135150394	43.7088648496064
108	266	251.4579558263	14.5420441737002
109	320.6	331.840111835233	-11.2401118352329
110	308.5	337.86919551686	-29.3691955168601
111	282.2	302.798685634973	-20.5986856349726
112	262.7	258.122602326398	4.57739767360204
113	263.5	252.470239788871	11.0297602111286
114	313.1	298.363314923531	14.7366850764687
115	284.3	307.831866174978	-23.5318661749784
116	252.6	257.52153194813	-4.92153194812991
117	250.3	234.973370772286	15.3266292277141
118	246.5	217.410738648667	29.0892613513326
119	312.7	258.405409058459	54.2945909415409
120	333.2	302.083228497552	31.1167715024483
121	446.4	397.551495514074	48.8485044859261
122	511.6	460.945211166665	50.6547888333353
123	515.5	509.240413523209	6.25958647679107
124	506.4	506.274072424646	0.125927575354126
125	483.2	512.512377188537	-29.3123771885368
126	522.3	536.512774692833	-14.2127746928335
127	509.8	526.121899968517	-16.3218999685168
128	460.7	495.489232971975	-34.7892329719745
129	405.8	459.098800682701	-53.2988006827012
130	375	389.123472139652	-14.1234721396516
131	378.5	398.404078112982	-19.9040781129816
132	406.8	372.216189998819	34.5838100011813
133	467.8	470.525432412864	-2.7254324128636
134	469.8	483.954123473299	-14.1541234732989
135	429.8	460.286335606010	-30.4863356060103
136	355.8	412.522391646766	-56.7223916467659
137	332.7	349.797567198470	-17.0975671984697
138	378	371.218195698921	6.7818043010787
139	360.5	364.699191314863	-4.19919131486256
140	334.7	328.781850809087	5.91814919091331
141	319.5	314.243978390375	5.25602160962535
142	323.1	293.302465786552	29.7975342134482
143	363.6	335.500939767767	28.0990602322334
144	352.1	357.280180836365	-5.18018083636463
145	411.9	412.695121167524	-0.79512116752386
146	388.6	422.81814224741	-34.2181422474104
147	416.4	374.98383573683	41.41616426317
148	360.7	385.233730369838	-24.5337303698381
149	338	357.730557989373	-19.7305579893726
150	417.2	382.071922416245	35.1280775837548
151	388.4	401.976465130287	-13.5764651302866
152	371.1	362.451917133403	8.64808286659706
153	331.5	353.362534337185	-21.8625343371849
154	353.7	314.055413027316	39.6445869726841
155	396.7	366.573233905229	30.1267660947705
156	447	387.633087863443	59.3669121365567
157	533.5	505.446748995613	28.0532510043871
158	565.4	543.805443437618	21.5945565623821
159	542.3	566.28495384575	-23.9849538457499
160	488.7	518.609150799627	-29.9091507996273
161	467.1	494.376039391603	-27.276039391603
162	531.3	526.697088456698	4.60291154330207
163	496.1	518.307181163617	-22.2071811636166
164	444	478.743739592739	-34.7437395927390
165	403.4	429.564702208665	-26.1647022086655
166	386.3	396.442329515027	-10.1423295150270
167	394.1	402.898035530515	-8.79803553051534
168	404.1	390.2155741759	13.8844258241000
169	462.1	457.230884054076	4.86911594592397
170	448.1	465.976809417712	-17.8768094177124
171	432.3	436.830999113435	-4.53099911343531
172	386.3	394.975883254861	-8.67588325486065
173	395.2	380.646930027689	14.5530699723114
174	421.9	447.344493179183	-25.4444931791832
175	382.9	401.403746337647	-18.5037463376473
176	384.2	355.531060486566	28.6689395134337
177	345.5	358.342768894584	-12.8427688945837
178	323.4	336.073935863074	-12.6739358630738
179	372.6	337.534428429857	35.0655715701430
180	376	365.508088925666	10.4919110743336
181	462.7	427.9001781852	34.7998218148004
182	487	460.617422941469	26.3825770585309
183	444.2	475.650295578912	-31.4502955789123
184	399.3	412.65001012336	-13.3500101233601
185	394.9	399.846762703077	-4.94676270307656
186	455.4	445.185236787119	10.2147632128815
187	414	434.151738608345	-20.1517386083446
188	375.5	396.700384154204	-21.2003841542037
189	347	350.841962139071	-3.84196213907143
190	339.4	336.922819170614	2.47718082938633
191	385.8	359.682488023083	26.1175119769171
192	378.8	377.493798924096	1.30620107590363
193	451.8	435.82365094061	15.9763490593901
194	446.1	450.391690398502	-4.29169039850217
195	422.5	428.182394150978	-5.68239415097798
196	383.1	388.765764693693	-5.66576469369301
197	352.8	383.132498938452	-30.3324989384524
198	445.3	406.570266636767	38.7297333632334
199	367.5	415.337997290189	-47.837997290189
200	355.1	351.778059801714	3.32194019828631
201	326.2	328.814714534768	-2.61471453476753
202	319.8	316.300508680215	3.49949131978502
203	331.8	342.794735054655	-10.9947350546549
204	340.9	322.394312257600	18.5056877423995
205	394.1	395.827214314555	-1.72721431455511
206	417.2	389.465493350531	27.7345066494692
207	369.9	393.743594079094	-23.8435940790945
208	349.2	336.743286493260	12.4567135067405
209	321.4	342.370587319696	-20.9705873196964
210	405.7	383.34495918673	22.3550408132700
211	342.9	364.569053506196	-21.6690535061960
212	316.5	331.08415028388	-14.5841502838796
213	284.2	291.148261888214	-6.94826188821418
214	270.9	274.744300734941	-3.8443007349415
215	288.8	291.392175220424	-2.59217522042428
216	278.8	281.406079633912	-2.60607963391226
217	324.4	331.548573088619	-7.14857308861878
218	310.9	322.033931876	-11.1339318760000
219	299	280.536209451936	18.4637905480643
220	273	262.568393858026	10.4316061419743
221	279.3	259.188605093526	20.1113949064741
222	359.2	341.614182874145	17.5858171258547
223	305	312.287709889269	-7.28770988926874
224	282.1	292.819794800931	-10.7197948009313
225	250.3	258.189017955932	-7.88901795593245
226	246.5	242.263779527083	4.23622047291747
227	257.9	267.392926941994	-9.49292694199391
228	266.5	252.401000184412	14.0989998155881
229	315.9	318.240445580024	-2.34044558002398
230	318.4	314.586196245975	3.81380375402478
231	295.4	293.341606487174	2.05839351282617
232	266.4	262.347002142980	4.05299785702027
233	245.8	256.644862137151	-10.8448621371514
234	362.8	311.946987675627	50.8530123243732
235	324.9	309.635404948491	15.2645950515093
236	294.2	312.431512532724	-18.2315125327239
237	289.5	274.642290068773	14.8577099312266
238	295.2	284.30824957793	10.8917504220698
239	290.3	317.984531433389	-27.6845314333885
240	272	294.296902373437	-22.2969023734373
241	307.4	327.848256250686	-20.4482562506863
242	328.7	309.650215588375	19.0497844116255
243	292.9	302.360636400293	-9.46063640029325
244	249.1	262.132621337357	-13.0326213373573
245	230.4	238.949005941186	-8.54900594118638
246	361.5	304.359054953153	57.1409450468469
247	321.7	302.275857787857	19.4241422121430
248	277.2	304.030983001473	-26.8309830014731
249	260.7	263.075789422791	-2.37578942279106
250	251	255.841984245517	-4.84198424551727
251	257.6	268.030343313101	-10.4303433131005
252	241.8	258.485597270850	-16.6855972708498
253	287.5	296.035389246669	-8.5353892466693
254	292.3	293.311460964061	-1.01146096406137
255	274.7	263.169679564259	11.5303204357407
256	254.2	240.204751811019	13.9952481889812
257	230	242.322825473095	-12.3228254730953
258	339	314.957941966707	24.0420580332934
259	318.2	278.232940400313	39.9670595996868
260	287	291.531480962212	-4.53148096221179
261	295.8	275.009365595288	20.7906344047116
262	284	290.631809056571	-6.63180905657066
263	271	303.683088525344	-32.6830885253437
264	262.7	275.913953207478	-13.2139532074780
265	340.6	319.589369984918	21.0106300150820
266	379.4	347.180284108713	32.219715891287
267	373.3	353.337660495244	19.9623395047556
268	355.2	344.482985562506	10.7170144374941
269	338.4	346.387055178677	-7.9870551786774
270	466.9	434.457407814004	32.4425921859960
271	451	414.313193742979	36.6868062570209
272	422	425.434985112567	-3.4349851125674
273	429.2	420.404229643925	8.79577035607525
274	425.9	428.077042793156	-2.17704279315626
275	460.7	447.786654269541	12.9133457304588
276	463.6	471.331531394291	-7.73153139429104
277	541.4	534.286927176634	7.11307282336645
278	544.2	560.382569088679	-16.1825690886793
279	517.5	529.020070591136	-11.5200705911363
280	469.4	495.605387268549	-26.2053872685491
281	439.4	464.5972823163	-25.1972823162999
282	549	543.929055135587	5.07094486441315
283	533	499.478722234201	33.5212777657994
284	506.1	500.636899395111	5.46310060488884
285	484	503.948599258902	-19.9485992589015
286	457	482.529699094909	-25.529699094909
287	481.5	479.968398984442	1.53160101555784
288	469.5	485.767856568259	-16.2678565682589
289	544.7	537.880761423332	6.81923857666834
290	541.2	554.821948325962	-13.6219483259616
291	521.5	520.859498155071	0.640501844928622
292	469.7	491.138419523167	-21.4384195231671
293	434.4	459.986377618624	-25.5863776186239
294	542.6	538.843009599184	3.75699040081633
295	517.3	492.78335613908	24.5166438609202
296	485.7	477.190502334347	8.5094976656531
297	465.8	474.67056277421	-8.87056277420947
298	447	457.818104143248	-10.8181041432483
299	426.6	468.479148728359	-41.8791487283589
300	411.6	428.489160341709	-16.8891603417085
301	467.5	477.29445373108	-9.79445373108047
302	484.5	469.999997676811	14.5000023231894
303	451.2	456.910688022182	-5.71068802218218
304	417.4	412.922829551031	4.47717044896865
305	379.9	399.397295919848	-19.4972959198481
306	484.7	483.953812065845	0.746187934154989
307	455	434.375598404971	20.6244015950293
308	420.8	409.078846218855	11.7211537811448
309	416.5	402.968494974445	13.5315050255546
310	376.3	402.60984436441	-26.3098443644103
311	405.6	392.12384130082	13.4761586991799
312	405.8	403.265989317779	2.53401068222070
313	500.8	471.046919554052	29.7530804459482
314	514	504.95303885559	9.04696114440986
315	475.5	487.787076964117	-12.2870769641169
316	430.1	442.623129418816	-12.5231294188159
317	414.4	413.072491832793	1.32750816720716
318	538	521.652942786623	16.3470572133773
319	526	492.550575949806	33.4494240501936
320	488.5	482.104223106623	6.39577689337688
321	520.2	476.422742659817	43.7772573401832
322	504.4	503.104318792768	1.29568120723246
323	568.5	530.364568479738	38.1354315202620
324	610.6	571.140520262962	39.4594797370384
325	818	686.81640239347	131.183597606530
326	830.9	823.724454383606	7.17554561639349
327	835.9	820.607373932622	15.2926260673780
328	782	819.518684587387	-37.5186845873873
329	762.3	789.27326289807	-26.9732628980706
330	856.9	892.686051835778	-35.7860518357785
331	820.9	834.923070258689	-14.0230702586894
332	769.6	790.581771362873	-20.9817713628735
333	752.2	775.608807568464	-23.4088075684635
334	724.4	743.277586017302	-18.8775860173021
335	723.1	761.808702989784	-38.7087029897843
336	719.5	735.283276729274	-15.7832767292742
337	817.4	811.443684328279	5.95631567172086
338	803.3	810.358043321348	-7.05804332134812
339	752.5	782.314249740754	-29.8142497407543
340	689	718.324599906597	-29.3245999065972
341	630.4	680.416753181473	-50.0167531814726
342	765.5	745.139376464763	20.3606235352371
343	757.7	724.593467430877	33.1065325691234
344	732.2	708.670009000125	23.5299909998747
345	702.6	723.332569468259	-20.7325694682588
346	683.3	685.84691080968	-2.54691080968041
347	709.5	708.558670126892	0.94132987310752
348	702.2	714.79133006373	-12.5913300637302
349	784.8	792.42474932804	-7.62474932803991
350	810.9	772.642533036478	38.257466963522
351	755.6	778.00606240596	-22.4060624059607
352	656.8	718.604184623424	-61.8041846234242
353	615.1	645.968578939544	-30.8685789395437
354	745.3	734.36553119831	10.9344688016899
355	694.1	704.2262863319	-10.1262863319005
356	675.7	643.774237418427	31.9257625815733
357	643.7	653.907648081456	-10.2076480814559
358	622.1	623.190251191292	-1.0902511912916
359	634.6	642.901356733145	-8.30135673314498
360	588	633.956006137348	-45.9560061373481
361	689.7	676.175328143507	13.5246718564929
362	673.9	674.920698593769	-1.02069859376888
363	647.9	629.390155815864	18.5098441841363
364	568.8	593.584269672429	-24.7842696724288
365	545.7	553.460453189621	-7.76045318962144
366	632.6	665.417236164421	-32.8172361644212
367	643.8	589.761273628342	54.0387263716575
368	593.1	589.472682854466	3.62731714553377
369	579.7	566.67458230676	13.0254176932401
370	546	555.993761806171	-9.99376180617082
371	562.9	565.26668994843	-2.36668994843046
372	572.5	554.717760847406	17.7822391525937

\begin{tabular}{lllllllll}
\hline
Interpolation Forecasts of Exponential Smoothing \tabularnewline
t & Observed & Fitted & Residuals \tabularnewline
13 & 299.5 & 239.394497863248 & 60.105502136752 \tabularnewline
14 & 347.4 & 339.492687410771 & 7.9073125892287 \tabularnewline
15 & 338.3 & 339.929491887132 & -1.62949188713173 \tabularnewline
16 & 327.7 & 329.223957559468 & -1.52395755946770 \tabularnewline
17 & 351.6 & 353.166427606621 & -1.56642760662055 \tabularnewline
18 & 396.6 & 400.389554566451 & -3.78955456645105 \tabularnewline
19 & 438.8 & 384.599542925451 & 54.200457074549 \tabularnewline
20 & 395.6 & 427.763510672247 & -32.1635106722474 \tabularnewline
21 & 363.5 & 393.902014378528 & -30.4020143785276 \tabularnewline
22 & 378.8 & 345.076353958667 & 33.7236460413326 \tabularnewline
23 & 357 & 410.295571899362 & -53.295571899362 \tabularnewline
24 & 369 & 383.104598762058 & -14.1045987620581 \tabularnewline
25 & 464.8 & 456.976349628349 & 7.82365037165056 \tabularnewline
26 & 479.1 & 502.592157461915 & -23.4921574619154 \tabularnewline
27 & 431.3 & 470.50284979556 & -39.2028497955599 \tabularnewline
28 & 366.5 & 420.938726552717 & -54.4387265527173 \tabularnewline
29 & 326.3 & 389.460118106052 & -63.1601181060516 \tabularnewline
30 & 355.1 & 369.585513312119 & -14.4855133121194 \tabularnewline
31 & 331.6 & 338.228558771563 & -6.62855877156301 \tabularnewline
32 & 261.3 & 298.551050153206 & -37.2510501532062 \tabularnewline
33 & 249 & 241.829537110705 & 7.17046288929504 \tabularnewline
34 & 205.5 & 217.967581386629 & -12.4675813866291 \tabularnewline
35 & 235.6 & 211.957331684488 & 23.6426683155119 \tabularnewline
36 & 240.9 & 241.988791886433 & -1.08879188643309 \tabularnewline
37 & 264.9 & 316.56232599333 & -51.6623259933298 \tabularnewline
38 & 253.8 & 289.312251522296 & -35.512251522296 \tabularnewline
39 & 232.3 & 226.569741231411 & 5.73025876858878 \tabularnewline
40 & 193.8 & 198.202113954364 & -4.40211395436415 \tabularnewline
41 & 177 & 196.401440515527 & -19.4014405155267 \tabularnewline
42 & 213.2 & 211.679362402521 & 1.52063759747909 \tabularnewline
43 & 207.2 & 186.898365671523 & 20.3016343284766 \tabularnewline
44 & 180.6 & 159.470447421685 & 21.1295525783147 \tabularnewline
45 & 188.6 & 156.300958206048 & 32.2990417939525 \tabularnewline
46 & 175.4 & 149.994479718443 & 25.4055202815573 \tabularnewline
47 & 199 & 182.750182367081 & 16.2498176329190 \tabularnewline
48 & 179.6 & 203.617154073341 & -24.0171540733411 \tabularnewline
49 & 225.8 & 250.581620945858 & -24.7816209458582 \tabularnewline
50 & 234 & 249.622858322169 & -15.6228583221695 \tabularnewline
51 & 200.2 & 211.964952702772 & -11.7649527027719 \tabularnewline
52 & 183.6 & 168.214385528082 & 15.3856144719179 \tabularnewline
53 & 178.2 & 183.631603723902 & -5.43160372390227 \tabularnewline
54 & 203.2 & 217.078589038250 & -13.8785890382498 \tabularnewline
55 & 208.5 & 183.955882611467 & 24.5441173885333 \tabularnewline
56 & 191.8 & 162.800036528590 & 28.9999634714103 \tabularnewline
57 & 172.8 & 170.976618453956 & 1.82338154604352 \tabularnewline
58 & 148 & 138.591929629812 & 9.40807037018797 \tabularnewline
59 & 159.4 & 156.372335669959 & 3.02766433004098 \tabularnewline
60 & 154.5 & 159.424275934008 & -4.92427593400774 \tabularnewline
61 & 213.2 & 223.114609211209 & -9.91460921120859 \tabularnewline
62 & 196.4 & 237.594180801579 & -41.1941808015789 \tabularnewline
63 & 182.8 & 178.262799760314 & 4.53720023968557 \tabularnewline
64 & 176.4 & 153.129781835634 & 23.2702181643663 \tabularnewline
65 & 153.6 & 173.674935132256 & -20.0749351322562 \tabularnewline
66 & 173.2 & 193.709042121904 & -20.5090421219044 \tabularnewline
67 & 171 & 160.240373884805 & 10.7596261151946 \tabularnewline
68 & 151.2 & 126.930528161016 & 24.2694718389843 \tabularnewline
69 & 161.9 & 125.973435002326 & 35.9265649976736 \tabularnewline
70 & 157.2 & 124.881675573492 & 32.3183244265076 \tabularnewline
71 & 201.7 & 163.827076326735 & 37.8729236732654 \tabularnewline
72 & 236.4 & 200.289731456684 & 36.1102685433159 \tabularnewline
73 & 356.1 & 305.732413633267 & 50.3675863667326 \tabularnewline
74 & 398.3 & 378.625462124035 & 19.6745378759645 \tabularnewline
75 & 403.7 & 392.930378293805 & 10.7696217061948 \tabularnewline
76 & 384.6 & 391.087800001056 & -6.48780000105558 \tabularnewline
77 & 365.8 & 393.366236037334 & -27.566236037334 \tabularnewline
78 & 368.1 & 419.833367569935 & -51.7333675699348 \tabularnewline
79 & 367.9 & 374.892290362618 & -6.9922903626179 \tabularnewline
80 & 347 & 338.053774113903 & 8.94622588609707 \tabularnewline
81 & 343.3 & 334.419812173438 & 8.88018782656167 \tabularnewline
82 & 292.9 & 316.710509488063 & -23.8105094880632 \tabularnewline
83 & 311.5 & 311.778862805985 & -0.278862805984659 \tabularnewline
84 & 300.9 & 316.353298389024 & -15.4532983890244 \tabularnewline
85 & 366.9 & 377.367075471291 & -10.4670754712908 \tabularnewline
86 & 356.9 & 387.667386022286 & -30.7673860222865 \tabularnewline
87 & 329.7 & 348.173160300275 & -18.4731603002754 \tabularnewline
88 & 316.2 & 307.708500690031 & 8.49149930996879 \tabularnewline
89 & 269 & 309.768910811536 & -40.7689108115355 \tabularnewline
90 & 289.3 & 310.533091409775 & -21.2330914097747 \tabularnewline
91 & 266.2 & 289.081542105592 & -22.8815421055921 \tabularnewline
92 & 253.6 & 230.811667742120 & 22.7883322578801 \tabularnewline
93 & 233.8 & 229.912532395107 & 3.88746760489278 \tabularnewline
94 & 228.4 & 193.842889774835 & 34.5571102251653 \tabularnewline
95 & 253.6 & 236.613859543972 & 16.9861404560275 \tabularnewline
96 & 260.1 & 249.222935445924 & 10.8770645540759 \tabularnewline
97 & 306.6 & 330.573069195610 & -23.9730691956096 \tabularnewline
98 & 309.2 & 322.565480154239 & -13.3654801542392 \tabularnewline
99 & 309.5 & 297.014561387094 & 12.4854386129063 \tabularnewline
100 & 271 & 286.173816735979 & -15.1738167359792 \tabularnewline
101 & 279.9 & 258.686817021143 & 21.2131829788573 \tabularnewline
102 & 317.9 & 317.114578730618 & 0.785421269382084 \tabularnewline
103 & 298.4 & 317.408182699649 & -19.0081826996491 \tabularnewline
104 & 246.7 & 272.208856180445 & -25.5088561804449 \tabularnewline
105 & 227.3 & 227.393813157513 & -0.0938131575134094 \tabularnewline
106 & 209.1 & 192.211641881379 & 16.8883581186212 \tabularnewline
107 & 259.9 & 216.191135150394 & 43.7088648496064 \tabularnewline
108 & 266 & 251.4579558263 & 14.5420441737002 \tabularnewline
109 & 320.6 & 331.840111835233 & -11.2401118352329 \tabularnewline
110 & 308.5 & 337.86919551686 & -29.3691955168601 \tabularnewline
111 & 282.2 & 302.798685634973 & -20.5986856349726 \tabularnewline
112 & 262.7 & 258.122602326398 & 4.57739767360204 \tabularnewline
113 & 263.5 & 252.470239788871 & 11.0297602111286 \tabularnewline
114 & 313.1 & 298.363314923531 & 14.7366850764687 \tabularnewline
115 & 284.3 & 307.831866174978 & -23.5318661749784 \tabularnewline
116 & 252.6 & 257.52153194813 & -4.92153194812991 \tabularnewline
117 & 250.3 & 234.973370772286 & 15.3266292277141 \tabularnewline
118 & 246.5 & 217.410738648667 & 29.0892613513326 \tabularnewline
119 & 312.7 & 258.405409058459 & 54.2945909415409 \tabularnewline
120 & 333.2 & 302.083228497552 & 31.1167715024483 \tabularnewline
121 & 446.4 & 397.551495514074 & 48.8485044859261 \tabularnewline
122 & 511.6 & 460.945211166665 & 50.6547888333353 \tabularnewline
123 & 515.5 & 509.240413523209 & 6.25958647679107 \tabularnewline
124 & 506.4 & 506.274072424646 & 0.125927575354126 \tabularnewline
125 & 483.2 & 512.512377188537 & -29.3123771885368 \tabularnewline
126 & 522.3 & 536.512774692833 & -14.2127746928335 \tabularnewline
127 & 509.8 & 526.121899968517 & -16.3218999685168 \tabularnewline
128 & 460.7 & 495.489232971975 & -34.7892329719745 \tabularnewline
129 & 405.8 & 459.098800682701 & -53.2988006827012 \tabularnewline
130 & 375 & 389.123472139652 & -14.1234721396516 \tabularnewline
131 & 378.5 & 398.404078112982 & -19.9040781129816 \tabularnewline
132 & 406.8 & 372.216189998819 & 34.5838100011813 \tabularnewline
133 & 467.8 & 470.525432412864 & -2.7254324128636 \tabularnewline
134 & 469.8 & 483.954123473299 & -14.1541234732989 \tabularnewline
135 & 429.8 & 460.286335606010 & -30.4863356060103 \tabularnewline
136 & 355.8 & 412.522391646766 & -56.7223916467659 \tabularnewline
137 & 332.7 & 349.797567198470 & -17.0975671984697 \tabularnewline
138 & 378 & 371.218195698921 & 6.7818043010787 \tabularnewline
139 & 360.5 & 364.699191314863 & -4.19919131486256 \tabularnewline
140 & 334.7 & 328.781850809087 & 5.91814919091331 \tabularnewline
141 & 319.5 & 314.243978390375 & 5.25602160962535 \tabularnewline
142 & 323.1 & 293.302465786552 & 29.7975342134482 \tabularnewline
143 & 363.6 & 335.500939767767 & 28.0990602322334 \tabularnewline
144 & 352.1 & 357.280180836365 & -5.18018083636463 \tabularnewline
145 & 411.9 & 412.695121167524 & -0.79512116752386 \tabularnewline
146 & 388.6 & 422.81814224741 & -34.2181422474104 \tabularnewline
147 & 416.4 & 374.98383573683 & 41.41616426317 \tabularnewline
148 & 360.7 & 385.233730369838 & -24.5337303698381 \tabularnewline
149 & 338 & 357.730557989373 & -19.7305579893726 \tabularnewline
150 & 417.2 & 382.071922416245 & 35.1280775837548 \tabularnewline
151 & 388.4 & 401.976465130287 & -13.5764651302866 \tabularnewline
152 & 371.1 & 362.451917133403 & 8.64808286659706 \tabularnewline
153 & 331.5 & 353.362534337185 & -21.8625343371849 \tabularnewline
154 & 353.7 & 314.055413027316 & 39.6445869726841 \tabularnewline
155 & 396.7 & 366.573233905229 & 30.1267660947705 \tabularnewline
156 & 447 & 387.633087863443 & 59.3669121365567 \tabularnewline
157 & 533.5 & 505.446748995613 & 28.0532510043871 \tabularnewline
158 & 565.4 & 543.805443437618 & 21.5945565623821 \tabularnewline
159 & 542.3 & 566.28495384575 & -23.9849538457499 \tabularnewline
160 & 488.7 & 518.609150799627 & -29.9091507996273 \tabularnewline
161 & 467.1 & 494.376039391603 & -27.276039391603 \tabularnewline
162 & 531.3 & 526.697088456698 & 4.60291154330207 \tabularnewline
163 & 496.1 & 518.307181163617 & -22.2071811636166 \tabularnewline
164 & 444 & 478.743739592739 & -34.7437395927390 \tabularnewline
165 & 403.4 & 429.564702208665 & -26.1647022086655 \tabularnewline
166 & 386.3 & 396.442329515027 & -10.1423295150270 \tabularnewline
167 & 394.1 & 402.898035530515 & -8.79803553051534 \tabularnewline
168 & 404.1 & 390.2155741759 & 13.8844258241000 \tabularnewline
169 & 462.1 & 457.230884054076 & 4.86911594592397 \tabularnewline
170 & 448.1 & 465.976809417712 & -17.8768094177124 \tabularnewline
171 & 432.3 & 436.830999113435 & -4.53099911343531 \tabularnewline
172 & 386.3 & 394.975883254861 & -8.67588325486065 \tabularnewline
173 & 395.2 & 380.646930027689 & 14.5530699723114 \tabularnewline
174 & 421.9 & 447.344493179183 & -25.4444931791832 \tabularnewline
175 & 382.9 & 401.403746337647 & -18.5037463376473 \tabularnewline
176 & 384.2 & 355.531060486566 & 28.6689395134337 \tabularnewline
177 & 345.5 & 358.342768894584 & -12.8427688945837 \tabularnewline
178 & 323.4 & 336.073935863074 & -12.6739358630738 \tabularnewline
179 & 372.6 & 337.534428429857 & 35.0655715701430 \tabularnewline
180 & 376 & 365.508088925666 & 10.4919110743336 \tabularnewline
181 & 462.7 & 427.9001781852 & 34.7998218148004 \tabularnewline
182 & 487 & 460.617422941469 & 26.3825770585309 \tabularnewline
183 & 444.2 & 475.650295578912 & -31.4502955789123 \tabularnewline
184 & 399.3 & 412.65001012336 & -13.3500101233601 \tabularnewline
185 & 394.9 & 399.846762703077 & -4.94676270307656 \tabularnewline
186 & 455.4 & 445.185236787119 & 10.2147632128815 \tabularnewline
187 & 414 & 434.151738608345 & -20.1517386083446 \tabularnewline
188 & 375.5 & 396.700384154204 & -21.2003841542037 \tabularnewline
189 & 347 & 350.841962139071 & -3.84196213907143 \tabularnewline
190 & 339.4 & 336.922819170614 & 2.47718082938633 \tabularnewline
191 & 385.8 & 359.682488023083 & 26.1175119769171 \tabularnewline
192 & 378.8 & 377.493798924096 & 1.30620107590363 \tabularnewline
193 & 451.8 & 435.82365094061 & 15.9763490593901 \tabularnewline
194 & 446.1 & 450.391690398502 & -4.29169039850217 \tabularnewline
195 & 422.5 & 428.182394150978 & -5.68239415097798 \tabularnewline
196 & 383.1 & 388.765764693693 & -5.66576469369301 \tabularnewline
197 & 352.8 & 383.132498938452 & -30.3324989384524 \tabularnewline
198 & 445.3 & 406.570266636767 & 38.7297333632334 \tabularnewline
199 & 367.5 & 415.337997290189 & -47.837997290189 \tabularnewline
200 & 355.1 & 351.778059801714 & 3.32194019828631 \tabularnewline
201 & 326.2 & 328.814714534768 & -2.61471453476753 \tabularnewline
202 & 319.8 & 316.300508680215 & 3.49949131978502 \tabularnewline
203 & 331.8 & 342.794735054655 & -10.9947350546549 \tabularnewline
204 & 340.9 & 322.394312257600 & 18.5056877423995 \tabularnewline
205 & 394.1 & 395.827214314555 & -1.72721431455511 \tabularnewline
206 & 417.2 & 389.465493350531 & 27.7345066494692 \tabularnewline
207 & 369.9 & 393.743594079094 & -23.8435940790945 \tabularnewline
208 & 349.2 & 336.743286493260 & 12.4567135067405 \tabularnewline
209 & 321.4 & 342.370587319696 & -20.9705873196964 \tabularnewline
210 & 405.7 & 383.34495918673 & 22.3550408132700 \tabularnewline
211 & 342.9 & 364.569053506196 & -21.6690535061960 \tabularnewline
212 & 316.5 & 331.08415028388 & -14.5841502838796 \tabularnewline
213 & 284.2 & 291.148261888214 & -6.94826188821418 \tabularnewline
214 & 270.9 & 274.744300734941 & -3.8443007349415 \tabularnewline
215 & 288.8 & 291.392175220424 & -2.59217522042428 \tabularnewline
216 & 278.8 & 281.406079633912 & -2.60607963391226 \tabularnewline
217 & 324.4 & 331.548573088619 & -7.14857308861878 \tabularnewline
218 & 310.9 & 322.033931876 & -11.1339318760000 \tabularnewline
219 & 299 & 280.536209451936 & 18.4637905480643 \tabularnewline
220 & 273 & 262.568393858026 & 10.4316061419743 \tabularnewline
221 & 279.3 & 259.188605093526 & 20.1113949064741 \tabularnewline
222 & 359.2 & 341.614182874145 & 17.5858171258547 \tabularnewline
223 & 305 & 312.287709889269 & -7.28770988926874 \tabularnewline
224 & 282.1 & 292.819794800931 & -10.7197948009313 \tabularnewline
225 & 250.3 & 258.189017955932 & -7.88901795593245 \tabularnewline
226 & 246.5 & 242.263779527083 & 4.23622047291747 \tabularnewline
227 & 257.9 & 267.392926941994 & -9.49292694199391 \tabularnewline
228 & 266.5 & 252.401000184412 & 14.0989998155881 \tabularnewline
229 & 315.9 & 318.240445580024 & -2.34044558002398 \tabularnewline
230 & 318.4 & 314.586196245975 & 3.81380375402478 \tabularnewline
231 & 295.4 & 293.341606487174 & 2.05839351282617 \tabularnewline
232 & 266.4 & 262.347002142980 & 4.05299785702027 \tabularnewline
233 & 245.8 & 256.644862137151 & -10.8448621371514 \tabularnewline
234 & 362.8 & 311.946987675627 & 50.8530123243732 \tabularnewline
235 & 324.9 & 309.635404948491 & 15.2645950515093 \tabularnewline
236 & 294.2 & 312.431512532724 & -18.2315125327239 \tabularnewline
237 & 289.5 & 274.642290068773 & 14.8577099312266 \tabularnewline
238 & 295.2 & 284.30824957793 & 10.8917504220698 \tabularnewline
239 & 290.3 & 317.984531433389 & -27.6845314333885 \tabularnewline
240 & 272 & 294.296902373437 & -22.2969023734373 \tabularnewline
241 & 307.4 & 327.848256250686 & -20.4482562506863 \tabularnewline
242 & 328.7 & 309.650215588375 & 19.0497844116255 \tabularnewline
243 & 292.9 & 302.360636400293 & -9.46063640029325 \tabularnewline
244 & 249.1 & 262.132621337357 & -13.0326213373573 \tabularnewline
245 & 230.4 & 238.949005941186 & -8.54900594118638 \tabularnewline
246 & 361.5 & 304.359054953153 & 57.1409450468469 \tabularnewline
247 & 321.7 & 302.275857787857 & 19.4241422121430 \tabularnewline
248 & 277.2 & 304.030983001473 & -26.8309830014731 \tabularnewline
249 & 260.7 & 263.075789422791 & -2.37578942279106 \tabularnewline
250 & 251 & 255.841984245517 & -4.84198424551727 \tabularnewline
251 & 257.6 & 268.030343313101 & -10.4303433131005 \tabularnewline
252 & 241.8 & 258.485597270850 & -16.6855972708498 \tabularnewline
253 & 287.5 & 296.035389246669 & -8.5353892466693 \tabularnewline
254 & 292.3 & 293.311460964061 & -1.01146096406137 \tabularnewline
255 & 274.7 & 263.169679564259 & 11.5303204357407 \tabularnewline
256 & 254.2 & 240.204751811019 & 13.9952481889812 \tabularnewline
257 & 230 & 242.322825473095 & -12.3228254730953 \tabularnewline
258 & 339 & 314.957941966707 & 24.0420580332934 \tabularnewline
259 & 318.2 & 278.232940400313 & 39.9670595996868 \tabularnewline
260 & 287 & 291.531480962212 & -4.53148096221179 \tabularnewline
261 & 295.8 & 275.009365595288 & 20.7906344047116 \tabularnewline
262 & 284 & 290.631809056571 & -6.63180905657066 \tabularnewline
263 & 271 & 303.683088525344 & -32.6830885253437 \tabularnewline
264 & 262.7 & 275.913953207478 & -13.2139532074780 \tabularnewline
265 & 340.6 & 319.589369984918 & 21.0106300150820 \tabularnewline
266 & 379.4 & 347.180284108713 & 32.219715891287 \tabularnewline
267 & 373.3 & 353.337660495244 & 19.9623395047556 \tabularnewline
268 & 355.2 & 344.482985562506 & 10.7170144374941 \tabularnewline
269 & 338.4 & 346.387055178677 & -7.9870551786774 \tabularnewline
270 & 466.9 & 434.457407814004 & 32.4425921859960 \tabularnewline
271 & 451 & 414.313193742979 & 36.6868062570209 \tabularnewline
272 & 422 & 425.434985112567 & -3.4349851125674 \tabularnewline
273 & 429.2 & 420.404229643925 & 8.79577035607525 \tabularnewline
274 & 425.9 & 428.077042793156 & -2.17704279315626 \tabularnewline
275 & 460.7 & 447.786654269541 & 12.9133457304588 \tabularnewline
276 & 463.6 & 471.331531394291 & -7.73153139429104 \tabularnewline
277 & 541.4 & 534.286927176634 & 7.11307282336645 \tabularnewline
278 & 544.2 & 560.382569088679 & -16.1825690886793 \tabularnewline
279 & 517.5 & 529.020070591136 & -11.5200705911363 \tabularnewline
280 & 469.4 & 495.605387268549 & -26.2053872685491 \tabularnewline
281 & 439.4 & 464.5972823163 & -25.1972823162999 \tabularnewline
282 & 549 & 543.929055135587 & 5.07094486441315 \tabularnewline
283 & 533 & 499.478722234201 & 33.5212777657994 \tabularnewline
284 & 506.1 & 500.636899395111 & 5.46310060488884 \tabularnewline
285 & 484 & 503.948599258902 & -19.9485992589015 \tabularnewline
286 & 457 & 482.529699094909 & -25.529699094909 \tabularnewline
287 & 481.5 & 479.968398984442 & 1.53160101555784 \tabularnewline
288 & 469.5 & 485.767856568259 & -16.2678565682589 \tabularnewline
289 & 544.7 & 537.880761423332 & 6.81923857666834 \tabularnewline
290 & 541.2 & 554.821948325962 & -13.6219483259616 \tabularnewline
291 & 521.5 & 520.859498155071 & 0.640501844928622 \tabularnewline
292 & 469.7 & 491.138419523167 & -21.4384195231671 \tabularnewline
293 & 434.4 & 459.986377618624 & -25.5863776186239 \tabularnewline
294 & 542.6 & 538.843009599184 & 3.75699040081633 \tabularnewline
295 & 517.3 & 492.78335613908 & 24.5166438609202 \tabularnewline
296 & 485.7 & 477.190502334347 & 8.5094976656531 \tabularnewline
297 & 465.8 & 474.67056277421 & -8.87056277420947 \tabularnewline
298 & 447 & 457.818104143248 & -10.8181041432483 \tabularnewline
299 & 426.6 & 468.479148728359 & -41.8791487283589 \tabularnewline
300 & 411.6 & 428.489160341709 & -16.8891603417085 \tabularnewline
301 & 467.5 & 477.29445373108 & -9.79445373108047 \tabularnewline
302 & 484.5 & 469.999997676811 & 14.5000023231894 \tabularnewline
303 & 451.2 & 456.910688022182 & -5.71068802218218 \tabularnewline
304 & 417.4 & 412.922829551031 & 4.47717044896865 \tabularnewline
305 & 379.9 & 399.397295919848 & -19.4972959198481 \tabularnewline
306 & 484.7 & 483.953812065845 & 0.746187934154989 \tabularnewline
307 & 455 & 434.375598404971 & 20.6244015950293 \tabularnewline
308 & 420.8 & 409.078846218855 & 11.7211537811448 \tabularnewline
309 & 416.5 & 402.968494974445 & 13.5315050255546 \tabularnewline
310 & 376.3 & 402.60984436441 & -26.3098443644103 \tabularnewline
311 & 405.6 & 392.12384130082 & 13.4761586991799 \tabularnewline
312 & 405.8 & 403.265989317779 & 2.53401068222070 \tabularnewline
313 & 500.8 & 471.046919554052 & 29.7530804459482 \tabularnewline
314 & 514 & 504.95303885559 & 9.04696114440986 \tabularnewline
315 & 475.5 & 487.787076964117 & -12.2870769641169 \tabularnewline
316 & 430.1 & 442.623129418816 & -12.5231294188159 \tabularnewline
317 & 414.4 & 413.072491832793 & 1.32750816720716 \tabularnewline
318 & 538 & 521.652942786623 & 16.3470572133773 \tabularnewline
319 & 526 & 492.550575949806 & 33.4494240501936 \tabularnewline
320 & 488.5 & 482.104223106623 & 6.39577689337688 \tabularnewline
321 & 520.2 & 476.422742659817 & 43.7772573401832 \tabularnewline
322 & 504.4 & 503.104318792768 & 1.29568120723246 \tabularnewline
323 & 568.5 & 530.364568479738 & 38.1354315202620 \tabularnewline
324 & 610.6 & 571.140520262962 & 39.4594797370384 \tabularnewline
325 & 818 & 686.81640239347 & 131.183597606530 \tabularnewline
326 & 830.9 & 823.724454383606 & 7.17554561639349 \tabularnewline
327 & 835.9 & 820.607373932622 & 15.2926260673780 \tabularnewline
328 & 782 & 819.518684587387 & -37.5186845873873 \tabularnewline
329 & 762.3 & 789.27326289807 & -26.9732628980706 \tabularnewline
330 & 856.9 & 892.686051835778 & -35.7860518357785 \tabularnewline
331 & 820.9 & 834.923070258689 & -14.0230702586894 \tabularnewline
332 & 769.6 & 790.581771362873 & -20.9817713628735 \tabularnewline
333 & 752.2 & 775.608807568464 & -23.4088075684635 \tabularnewline
334 & 724.4 & 743.277586017302 & -18.8775860173021 \tabularnewline
335 & 723.1 & 761.808702989784 & -38.7087029897843 \tabularnewline
336 & 719.5 & 735.283276729274 & -15.7832767292742 \tabularnewline
337 & 817.4 & 811.443684328279 & 5.95631567172086 \tabularnewline
338 & 803.3 & 810.358043321348 & -7.05804332134812 \tabularnewline
339 & 752.5 & 782.314249740754 & -29.8142497407543 \tabularnewline
340 & 689 & 718.324599906597 & -29.3245999065972 \tabularnewline
341 & 630.4 & 680.416753181473 & -50.0167531814726 \tabularnewline
342 & 765.5 & 745.139376464763 & 20.3606235352371 \tabularnewline
343 & 757.7 & 724.593467430877 & 33.1065325691234 \tabularnewline
344 & 732.2 & 708.670009000125 & 23.5299909998747 \tabularnewline
345 & 702.6 & 723.332569468259 & -20.7325694682588 \tabularnewline
346 & 683.3 & 685.84691080968 & -2.54691080968041 \tabularnewline
347 & 709.5 & 708.558670126892 & 0.94132987310752 \tabularnewline
348 & 702.2 & 714.79133006373 & -12.5913300637302 \tabularnewline
349 & 784.8 & 792.42474932804 & -7.62474932803991 \tabularnewline
350 & 810.9 & 772.642533036478 & 38.257466963522 \tabularnewline
351 & 755.6 & 778.00606240596 & -22.4060624059607 \tabularnewline
352 & 656.8 & 718.604184623424 & -61.8041846234242 \tabularnewline
353 & 615.1 & 645.968578939544 & -30.8685789395437 \tabularnewline
354 & 745.3 & 734.36553119831 & 10.9344688016899 \tabularnewline
355 & 694.1 & 704.2262863319 & -10.1262863319005 \tabularnewline
356 & 675.7 & 643.774237418427 & 31.9257625815733 \tabularnewline
357 & 643.7 & 653.907648081456 & -10.2076480814559 \tabularnewline
358 & 622.1 & 623.190251191292 & -1.0902511912916 \tabularnewline
359 & 634.6 & 642.901356733145 & -8.30135673314498 \tabularnewline
360 & 588 & 633.956006137348 & -45.9560061373481 \tabularnewline
361 & 689.7 & 676.175328143507 & 13.5246718564929 \tabularnewline
362 & 673.9 & 674.920698593769 & -1.02069859376888 \tabularnewline
363 & 647.9 & 629.390155815864 & 18.5098441841363 \tabularnewline
364 & 568.8 & 593.584269672429 & -24.7842696724288 \tabularnewline
365 & 545.7 & 553.460453189621 & -7.76045318962144 \tabularnewline
366 & 632.6 & 665.417236164421 & -32.8172361644212 \tabularnewline
367 & 643.8 & 589.761273628342 & 54.0387263716575 \tabularnewline
368 & 593.1 & 589.472682854466 & 3.62731714553377 \tabularnewline
369 & 579.7 & 566.67458230676 & 13.0254176932401 \tabularnewline
370 & 546 & 555.993761806171 & -9.99376180617082 \tabularnewline
371 & 562.9 & 565.26668994843 & -2.36668994843046 \tabularnewline
372 & 572.5 & 554.717760847406 & 17.7822391525937 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=107241&T=2

[TABLE]
[ROW][C]Interpolation Forecasts of Exponential Smoothing[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Fitted[/C][C]Residuals[/C][/ROW]
[ROW][C]13[/C][C]299.5[/C][C]239.394497863248[/C][C]60.105502136752[/C][/ROW]
[ROW][C]14[/C][C]347.4[/C][C]339.492687410771[/C][C]7.9073125892287[/C][/ROW]
[ROW][C]15[/C][C]338.3[/C][C]339.929491887132[/C][C]-1.62949188713173[/C][/ROW]
[ROW][C]16[/C][C]327.7[/C][C]329.223957559468[/C][C]-1.52395755946770[/C][/ROW]
[ROW][C]17[/C][C]351.6[/C][C]353.166427606621[/C][C]-1.56642760662055[/C][/ROW]
[ROW][C]18[/C][C]396.6[/C][C]400.389554566451[/C][C]-3.78955456645105[/C][/ROW]
[ROW][C]19[/C][C]438.8[/C][C]384.599542925451[/C][C]54.200457074549[/C][/ROW]
[ROW][C]20[/C][C]395.6[/C][C]427.763510672247[/C][C]-32.1635106722474[/C][/ROW]
[ROW][C]21[/C][C]363.5[/C][C]393.902014378528[/C][C]-30.4020143785276[/C][/ROW]
[ROW][C]22[/C][C]378.8[/C][C]345.076353958667[/C][C]33.7236460413326[/C][/ROW]
[ROW][C]23[/C][C]357[/C][C]410.295571899362[/C][C]-53.295571899362[/C][/ROW]
[ROW][C]24[/C][C]369[/C][C]383.104598762058[/C][C]-14.1045987620581[/C][/ROW]
[ROW][C]25[/C][C]464.8[/C][C]456.976349628349[/C][C]7.82365037165056[/C][/ROW]
[ROW][C]26[/C][C]479.1[/C][C]502.592157461915[/C][C]-23.4921574619154[/C][/ROW]
[ROW][C]27[/C][C]431.3[/C][C]470.50284979556[/C][C]-39.2028497955599[/C][/ROW]
[ROW][C]28[/C][C]366.5[/C][C]420.938726552717[/C][C]-54.4387265527173[/C][/ROW]
[ROW][C]29[/C][C]326.3[/C][C]389.460118106052[/C][C]-63.1601181060516[/C][/ROW]
[ROW][C]30[/C][C]355.1[/C][C]369.585513312119[/C][C]-14.4855133121194[/C][/ROW]
[ROW][C]31[/C][C]331.6[/C][C]338.228558771563[/C][C]-6.62855877156301[/C][/ROW]
[ROW][C]32[/C][C]261.3[/C][C]298.551050153206[/C][C]-37.2510501532062[/C][/ROW]
[ROW][C]33[/C][C]249[/C][C]241.829537110705[/C][C]7.17046288929504[/C][/ROW]
[ROW][C]34[/C][C]205.5[/C][C]217.967581386629[/C][C]-12.4675813866291[/C][/ROW]
[ROW][C]35[/C][C]235.6[/C][C]211.957331684488[/C][C]23.6426683155119[/C][/ROW]
[ROW][C]36[/C][C]240.9[/C][C]241.988791886433[/C][C]-1.08879188643309[/C][/ROW]
[ROW][C]37[/C][C]264.9[/C][C]316.56232599333[/C][C]-51.6623259933298[/C][/ROW]
[ROW][C]38[/C][C]253.8[/C][C]289.312251522296[/C][C]-35.512251522296[/C][/ROW]
[ROW][C]39[/C][C]232.3[/C][C]226.569741231411[/C][C]5.73025876858878[/C][/ROW]
[ROW][C]40[/C][C]193.8[/C][C]198.202113954364[/C][C]-4.40211395436415[/C][/ROW]
[ROW][C]41[/C][C]177[/C][C]196.401440515527[/C][C]-19.4014405155267[/C][/ROW]
[ROW][C]42[/C][C]213.2[/C][C]211.679362402521[/C][C]1.52063759747909[/C][/ROW]
[ROW][C]43[/C][C]207.2[/C][C]186.898365671523[/C][C]20.3016343284766[/C][/ROW]
[ROW][C]44[/C][C]180.6[/C][C]159.470447421685[/C][C]21.1295525783147[/C][/ROW]
[ROW][C]45[/C][C]188.6[/C][C]156.300958206048[/C][C]32.2990417939525[/C][/ROW]
[ROW][C]46[/C][C]175.4[/C][C]149.994479718443[/C][C]25.4055202815573[/C][/ROW]
[ROW][C]47[/C][C]199[/C][C]182.750182367081[/C][C]16.2498176329190[/C][/ROW]
[ROW][C]48[/C][C]179.6[/C][C]203.617154073341[/C][C]-24.0171540733411[/C][/ROW]
[ROW][C]49[/C][C]225.8[/C][C]250.581620945858[/C][C]-24.7816209458582[/C][/ROW]
[ROW][C]50[/C][C]234[/C][C]249.622858322169[/C][C]-15.6228583221695[/C][/ROW]
[ROW][C]51[/C][C]200.2[/C][C]211.964952702772[/C][C]-11.7649527027719[/C][/ROW]
[ROW][C]52[/C][C]183.6[/C][C]168.214385528082[/C][C]15.3856144719179[/C][/ROW]
[ROW][C]53[/C][C]178.2[/C][C]183.631603723902[/C][C]-5.43160372390227[/C][/ROW]
[ROW][C]54[/C][C]203.2[/C][C]217.078589038250[/C][C]-13.8785890382498[/C][/ROW]
[ROW][C]55[/C][C]208.5[/C][C]183.955882611467[/C][C]24.5441173885333[/C][/ROW]
[ROW][C]56[/C][C]191.8[/C][C]162.800036528590[/C][C]28.9999634714103[/C][/ROW]
[ROW][C]57[/C][C]172.8[/C][C]170.976618453956[/C][C]1.82338154604352[/C][/ROW]
[ROW][C]58[/C][C]148[/C][C]138.591929629812[/C][C]9.40807037018797[/C][/ROW]
[ROW][C]59[/C][C]159.4[/C][C]156.372335669959[/C][C]3.02766433004098[/C][/ROW]
[ROW][C]60[/C][C]154.5[/C][C]159.424275934008[/C][C]-4.92427593400774[/C][/ROW]
[ROW][C]61[/C][C]213.2[/C][C]223.114609211209[/C][C]-9.91460921120859[/C][/ROW]
[ROW][C]62[/C][C]196.4[/C][C]237.594180801579[/C][C]-41.1941808015789[/C][/ROW]
[ROW][C]63[/C][C]182.8[/C][C]178.262799760314[/C][C]4.53720023968557[/C][/ROW]
[ROW][C]64[/C][C]176.4[/C][C]153.129781835634[/C][C]23.2702181643663[/C][/ROW]
[ROW][C]65[/C][C]153.6[/C][C]173.674935132256[/C][C]-20.0749351322562[/C][/ROW]
[ROW][C]66[/C][C]173.2[/C][C]193.709042121904[/C][C]-20.5090421219044[/C][/ROW]
[ROW][C]67[/C][C]171[/C][C]160.240373884805[/C][C]10.7596261151946[/C][/ROW]
[ROW][C]68[/C][C]151.2[/C][C]126.930528161016[/C][C]24.2694718389843[/C][/ROW]
[ROW][C]69[/C][C]161.9[/C][C]125.973435002326[/C][C]35.9265649976736[/C][/ROW]
[ROW][C]70[/C][C]157.2[/C][C]124.881675573492[/C][C]32.3183244265076[/C][/ROW]
[ROW][C]71[/C][C]201.7[/C][C]163.827076326735[/C][C]37.8729236732654[/C][/ROW]
[ROW][C]72[/C][C]236.4[/C][C]200.289731456684[/C][C]36.1102685433159[/C][/ROW]
[ROW][C]73[/C][C]356.1[/C][C]305.732413633267[/C][C]50.3675863667326[/C][/ROW]
[ROW][C]74[/C][C]398.3[/C][C]378.625462124035[/C][C]19.6745378759645[/C][/ROW]
[ROW][C]75[/C][C]403.7[/C][C]392.930378293805[/C][C]10.7696217061948[/C][/ROW]
[ROW][C]76[/C][C]384.6[/C][C]391.087800001056[/C][C]-6.48780000105558[/C][/ROW]
[ROW][C]77[/C][C]365.8[/C][C]393.366236037334[/C][C]-27.566236037334[/C][/ROW]
[ROW][C]78[/C][C]368.1[/C][C]419.833367569935[/C][C]-51.7333675699348[/C][/ROW]
[ROW][C]79[/C][C]367.9[/C][C]374.892290362618[/C][C]-6.9922903626179[/C][/ROW]
[ROW][C]80[/C][C]347[/C][C]338.053774113903[/C][C]8.94622588609707[/C][/ROW]
[ROW][C]81[/C][C]343.3[/C][C]334.419812173438[/C][C]8.88018782656167[/C][/ROW]
[ROW][C]82[/C][C]292.9[/C][C]316.710509488063[/C][C]-23.8105094880632[/C][/ROW]
[ROW][C]83[/C][C]311.5[/C][C]311.778862805985[/C][C]-0.278862805984659[/C][/ROW]
[ROW][C]84[/C][C]300.9[/C][C]316.353298389024[/C][C]-15.4532983890244[/C][/ROW]
[ROW][C]85[/C][C]366.9[/C][C]377.367075471291[/C][C]-10.4670754712908[/C][/ROW]
[ROW][C]86[/C][C]356.9[/C][C]387.667386022286[/C][C]-30.7673860222865[/C][/ROW]
[ROW][C]87[/C][C]329.7[/C][C]348.173160300275[/C][C]-18.4731603002754[/C][/ROW]
[ROW][C]88[/C][C]316.2[/C][C]307.708500690031[/C][C]8.49149930996879[/C][/ROW]
[ROW][C]89[/C][C]269[/C][C]309.768910811536[/C][C]-40.7689108115355[/C][/ROW]
[ROW][C]90[/C][C]289.3[/C][C]310.533091409775[/C][C]-21.2330914097747[/C][/ROW]
[ROW][C]91[/C][C]266.2[/C][C]289.081542105592[/C][C]-22.8815421055921[/C][/ROW]
[ROW][C]92[/C][C]253.6[/C][C]230.811667742120[/C][C]22.7883322578801[/C][/ROW]
[ROW][C]93[/C][C]233.8[/C][C]229.912532395107[/C][C]3.88746760489278[/C][/ROW]
[ROW][C]94[/C][C]228.4[/C][C]193.842889774835[/C][C]34.5571102251653[/C][/ROW]
[ROW][C]95[/C][C]253.6[/C][C]236.613859543972[/C][C]16.9861404560275[/C][/ROW]
[ROW][C]96[/C][C]260.1[/C][C]249.222935445924[/C][C]10.8770645540759[/C][/ROW]
[ROW][C]97[/C][C]306.6[/C][C]330.573069195610[/C][C]-23.9730691956096[/C][/ROW]
[ROW][C]98[/C][C]309.2[/C][C]322.565480154239[/C][C]-13.3654801542392[/C][/ROW]
[ROW][C]99[/C][C]309.5[/C][C]297.014561387094[/C][C]12.4854386129063[/C][/ROW]
[ROW][C]100[/C][C]271[/C][C]286.173816735979[/C][C]-15.1738167359792[/C][/ROW]
[ROW][C]101[/C][C]279.9[/C][C]258.686817021143[/C][C]21.2131829788573[/C][/ROW]
[ROW][C]102[/C][C]317.9[/C][C]317.114578730618[/C][C]0.785421269382084[/C][/ROW]
[ROW][C]103[/C][C]298.4[/C][C]317.408182699649[/C][C]-19.0081826996491[/C][/ROW]
[ROW][C]104[/C][C]246.7[/C][C]272.208856180445[/C][C]-25.5088561804449[/C][/ROW]
[ROW][C]105[/C][C]227.3[/C][C]227.393813157513[/C][C]-0.0938131575134094[/C][/ROW]
[ROW][C]106[/C][C]209.1[/C][C]192.211641881379[/C][C]16.8883581186212[/C][/ROW]
[ROW][C]107[/C][C]259.9[/C][C]216.191135150394[/C][C]43.7088648496064[/C][/ROW]
[ROW][C]108[/C][C]266[/C][C]251.4579558263[/C][C]14.5420441737002[/C][/ROW]
[ROW][C]109[/C][C]320.6[/C][C]331.840111835233[/C][C]-11.2401118352329[/C][/ROW]
[ROW][C]110[/C][C]308.5[/C][C]337.86919551686[/C][C]-29.3691955168601[/C][/ROW]
[ROW][C]111[/C][C]282.2[/C][C]302.798685634973[/C][C]-20.5986856349726[/C][/ROW]
[ROW][C]112[/C][C]262.7[/C][C]258.122602326398[/C][C]4.57739767360204[/C][/ROW]
[ROW][C]113[/C][C]263.5[/C][C]252.470239788871[/C][C]11.0297602111286[/C][/ROW]
[ROW][C]114[/C][C]313.1[/C][C]298.363314923531[/C][C]14.7366850764687[/C][/ROW]
[ROW][C]115[/C][C]284.3[/C][C]307.831866174978[/C][C]-23.5318661749784[/C][/ROW]
[ROW][C]116[/C][C]252.6[/C][C]257.52153194813[/C][C]-4.92153194812991[/C][/ROW]
[ROW][C]117[/C][C]250.3[/C][C]234.973370772286[/C][C]15.3266292277141[/C][/ROW]
[ROW][C]118[/C][C]246.5[/C][C]217.410738648667[/C][C]29.0892613513326[/C][/ROW]
[ROW][C]119[/C][C]312.7[/C][C]258.405409058459[/C][C]54.2945909415409[/C][/ROW]
[ROW][C]120[/C][C]333.2[/C][C]302.083228497552[/C][C]31.1167715024483[/C][/ROW]
[ROW][C]121[/C][C]446.4[/C][C]397.551495514074[/C][C]48.8485044859261[/C][/ROW]
[ROW][C]122[/C][C]511.6[/C][C]460.945211166665[/C][C]50.6547888333353[/C][/ROW]
[ROW][C]123[/C][C]515.5[/C][C]509.240413523209[/C][C]6.25958647679107[/C][/ROW]
[ROW][C]124[/C][C]506.4[/C][C]506.274072424646[/C][C]0.125927575354126[/C][/ROW]
[ROW][C]125[/C][C]483.2[/C][C]512.512377188537[/C][C]-29.3123771885368[/C][/ROW]
[ROW][C]126[/C][C]522.3[/C][C]536.512774692833[/C][C]-14.2127746928335[/C][/ROW]
[ROW][C]127[/C][C]509.8[/C][C]526.121899968517[/C][C]-16.3218999685168[/C][/ROW]
[ROW][C]128[/C][C]460.7[/C][C]495.489232971975[/C][C]-34.7892329719745[/C][/ROW]
[ROW][C]129[/C][C]405.8[/C][C]459.098800682701[/C][C]-53.2988006827012[/C][/ROW]
[ROW][C]130[/C][C]375[/C][C]389.123472139652[/C][C]-14.1234721396516[/C][/ROW]
[ROW][C]131[/C][C]378.5[/C][C]398.404078112982[/C][C]-19.9040781129816[/C][/ROW]
[ROW][C]132[/C][C]406.8[/C][C]372.216189998819[/C][C]34.5838100011813[/C][/ROW]
[ROW][C]133[/C][C]467.8[/C][C]470.525432412864[/C][C]-2.7254324128636[/C][/ROW]
[ROW][C]134[/C][C]469.8[/C][C]483.954123473299[/C][C]-14.1541234732989[/C][/ROW]
[ROW][C]135[/C][C]429.8[/C][C]460.286335606010[/C][C]-30.4863356060103[/C][/ROW]
[ROW][C]136[/C][C]355.8[/C][C]412.522391646766[/C][C]-56.7223916467659[/C][/ROW]
[ROW][C]137[/C][C]332.7[/C][C]349.797567198470[/C][C]-17.0975671984697[/C][/ROW]
[ROW][C]138[/C][C]378[/C][C]371.218195698921[/C][C]6.7818043010787[/C][/ROW]
[ROW][C]139[/C][C]360.5[/C][C]364.699191314863[/C][C]-4.19919131486256[/C][/ROW]
[ROW][C]140[/C][C]334.7[/C][C]328.781850809087[/C][C]5.91814919091331[/C][/ROW]
[ROW][C]141[/C][C]319.5[/C][C]314.243978390375[/C][C]5.25602160962535[/C][/ROW]
[ROW][C]142[/C][C]323.1[/C][C]293.302465786552[/C][C]29.7975342134482[/C][/ROW]
[ROW][C]143[/C][C]363.6[/C][C]335.500939767767[/C][C]28.0990602322334[/C][/ROW]
[ROW][C]144[/C][C]352.1[/C][C]357.280180836365[/C][C]-5.18018083636463[/C][/ROW]
[ROW][C]145[/C][C]411.9[/C][C]412.695121167524[/C][C]-0.79512116752386[/C][/ROW]
[ROW][C]146[/C][C]388.6[/C][C]422.81814224741[/C][C]-34.2181422474104[/C][/ROW]
[ROW][C]147[/C][C]416.4[/C][C]374.98383573683[/C][C]41.41616426317[/C][/ROW]
[ROW][C]148[/C][C]360.7[/C][C]385.233730369838[/C][C]-24.5337303698381[/C][/ROW]
[ROW][C]149[/C][C]338[/C][C]357.730557989373[/C][C]-19.7305579893726[/C][/ROW]
[ROW][C]150[/C][C]417.2[/C][C]382.071922416245[/C][C]35.1280775837548[/C][/ROW]
[ROW][C]151[/C][C]388.4[/C][C]401.976465130287[/C][C]-13.5764651302866[/C][/ROW]
[ROW][C]152[/C][C]371.1[/C][C]362.451917133403[/C][C]8.64808286659706[/C][/ROW]
[ROW][C]153[/C][C]331.5[/C][C]353.362534337185[/C][C]-21.8625343371849[/C][/ROW]
[ROW][C]154[/C][C]353.7[/C][C]314.055413027316[/C][C]39.6445869726841[/C][/ROW]
[ROW][C]155[/C][C]396.7[/C][C]366.573233905229[/C][C]30.1267660947705[/C][/ROW]
[ROW][C]156[/C][C]447[/C][C]387.633087863443[/C][C]59.3669121365567[/C][/ROW]
[ROW][C]157[/C][C]533.5[/C][C]505.446748995613[/C][C]28.0532510043871[/C][/ROW]
[ROW][C]158[/C][C]565.4[/C][C]543.805443437618[/C][C]21.5945565623821[/C][/ROW]
[ROW][C]159[/C][C]542.3[/C][C]566.28495384575[/C][C]-23.9849538457499[/C][/ROW]
[ROW][C]160[/C][C]488.7[/C][C]518.609150799627[/C][C]-29.9091507996273[/C][/ROW]
[ROW][C]161[/C][C]467.1[/C][C]494.376039391603[/C][C]-27.276039391603[/C][/ROW]
[ROW][C]162[/C][C]531.3[/C][C]526.697088456698[/C][C]4.60291154330207[/C][/ROW]
[ROW][C]163[/C][C]496.1[/C][C]518.307181163617[/C][C]-22.2071811636166[/C][/ROW]
[ROW][C]164[/C][C]444[/C][C]478.743739592739[/C][C]-34.7437395927390[/C][/ROW]
[ROW][C]165[/C][C]403.4[/C][C]429.564702208665[/C][C]-26.1647022086655[/C][/ROW]
[ROW][C]166[/C][C]386.3[/C][C]396.442329515027[/C][C]-10.1423295150270[/C][/ROW]
[ROW][C]167[/C][C]394.1[/C][C]402.898035530515[/C][C]-8.79803553051534[/C][/ROW]
[ROW][C]168[/C][C]404.1[/C][C]390.2155741759[/C][C]13.8844258241000[/C][/ROW]
[ROW][C]169[/C][C]462.1[/C][C]457.230884054076[/C][C]4.86911594592397[/C][/ROW]
[ROW][C]170[/C][C]448.1[/C][C]465.976809417712[/C][C]-17.8768094177124[/C][/ROW]
[ROW][C]171[/C][C]432.3[/C][C]436.830999113435[/C][C]-4.53099911343531[/C][/ROW]
[ROW][C]172[/C][C]386.3[/C][C]394.975883254861[/C][C]-8.67588325486065[/C][/ROW]
[ROW][C]173[/C][C]395.2[/C][C]380.646930027689[/C][C]14.5530699723114[/C][/ROW]
[ROW][C]174[/C][C]421.9[/C][C]447.344493179183[/C][C]-25.4444931791832[/C][/ROW]
[ROW][C]175[/C][C]382.9[/C][C]401.403746337647[/C][C]-18.5037463376473[/C][/ROW]
[ROW][C]176[/C][C]384.2[/C][C]355.531060486566[/C][C]28.6689395134337[/C][/ROW]
[ROW][C]177[/C][C]345.5[/C][C]358.342768894584[/C][C]-12.8427688945837[/C][/ROW]
[ROW][C]178[/C][C]323.4[/C][C]336.073935863074[/C][C]-12.6739358630738[/C][/ROW]
[ROW][C]179[/C][C]372.6[/C][C]337.534428429857[/C][C]35.0655715701430[/C][/ROW]
[ROW][C]180[/C][C]376[/C][C]365.508088925666[/C][C]10.4919110743336[/C][/ROW]
[ROW][C]181[/C][C]462.7[/C][C]427.9001781852[/C][C]34.7998218148004[/C][/ROW]
[ROW][C]182[/C][C]487[/C][C]460.617422941469[/C][C]26.3825770585309[/C][/ROW]
[ROW][C]183[/C][C]444.2[/C][C]475.650295578912[/C][C]-31.4502955789123[/C][/ROW]
[ROW][C]184[/C][C]399.3[/C][C]412.65001012336[/C][C]-13.3500101233601[/C][/ROW]
[ROW][C]185[/C][C]394.9[/C][C]399.846762703077[/C][C]-4.94676270307656[/C][/ROW]
[ROW][C]186[/C][C]455.4[/C][C]445.185236787119[/C][C]10.2147632128815[/C][/ROW]
[ROW][C]187[/C][C]414[/C][C]434.151738608345[/C][C]-20.1517386083446[/C][/ROW]
[ROW][C]188[/C][C]375.5[/C][C]396.700384154204[/C][C]-21.2003841542037[/C][/ROW]
[ROW][C]189[/C][C]347[/C][C]350.841962139071[/C][C]-3.84196213907143[/C][/ROW]
[ROW][C]190[/C][C]339.4[/C][C]336.922819170614[/C][C]2.47718082938633[/C][/ROW]
[ROW][C]191[/C][C]385.8[/C][C]359.682488023083[/C][C]26.1175119769171[/C][/ROW]
[ROW][C]192[/C][C]378.8[/C][C]377.493798924096[/C][C]1.30620107590363[/C][/ROW]
[ROW][C]193[/C][C]451.8[/C][C]435.82365094061[/C][C]15.9763490593901[/C][/ROW]
[ROW][C]194[/C][C]446.1[/C][C]450.391690398502[/C][C]-4.29169039850217[/C][/ROW]
[ROW][C]195[/C][C]422.5[/C][C]428.182394150978[/C][C]-5.68239415097798[/C][/ROW]
[ROW][C]196[/C][C]383.1[/C][C]388.765764693693[/C][C]-5.66576469369301[/C][/ROW]
[ROW][C]197[/C][C]352.8[/C][C]383.132498938452[/C][C]-30.3324989384524[/C][/ROW]
[ROW][C]198[/C][C]445.3[/C][C]406.570266636767[/C][C]38.7297333632334[/C][/ROW]
[ROW][C]199[/C][C]367.5[/C][C]415.337997290189[/C][C]-47.837997290189[/C][/ROW]
[ROW][C]200[/C][C]355.1[/C][C]351.778059801714[/C][C]3.32194019828631[/C][/ROW]
[ROW][C]201[/C][C]326.2[/C][C]328.814714534768[/C][C]-2.61471453476753[/C][/ROW]
[ROW][C]202[/C][C]319.8[/C][C]316.300508680215[/C][C]3.49949131978502[/C][/ROW]
[ROW][C]203[/C][C]331.8[/C][C]342.794735054655[/C][C]-10.9947350546549[/C][/ROW]
[ROW][C]204[/C][C]340.9[/C][C]322.394312257600[/C][C]18.5056877423995[/C][/ROW]
[ROW][C]205[/C][C]394.1[/C][C]395.827214314555[/C][C]-1.72721431455511[/C][/ROW]
[ROW][C]206[/C][C]417.2[/C][C]389.465493350531[/C][C]27.7345066494692[/C][/ROW]
[ROW][C]207[/C][C]369.9[/C][C]393.743594079094[/C][C]-23.8435940790945[/C][/ROW]
[ROW][C]208[/C][C]349.2[/C][C]336.743286493260[/C][C]12.4567135067405[/C][/ROW]
[ROW][C]209[/C][C]321.4[/C][C]342.370587319696[/C][C]-20.9705873196964[/C][/ROW]
[ROW][C]210[/C][C]405.7[/C][C]383.34495918673[/C][C]22.3550408132700[/C][/ROW]
[ROW][C]211[/C][C]342.9[/C][C]364.569053506196[/C][C]-21.6690535061960[/C][/ROW]
[ROW][C]212[/C][C]316.5[/C][C]331.08415028388[/C][C]-14.5841502838796[/C][/ROW]
[ROW][C]213[/C][C]284.2[/C][C]291.148261888214[/C][C]-6.94826188821418[/C][/ROW]
[ROW][C]214[/C][C]270.9[/C][C]274.744300734941[/C][C]-3.8443007349415[/C][/ROW]
[ROW][C]215[/C][C]288.8[/C][C]291.392175220424[/C][C]-2.59217522042428[/C][/ROW]
[ROW][C]216[/C][C]278.8[/C][C]281.406079633912[/C][C]-2.60607963391226[/C][/ROW]
[ROW][C]217[/C][C]324.4[/C][C]331.548573088619[/C][C]-7.14857308861878[/C][/ROW]
[ROW][C]218[/C][C]310.9[/C][C]322.033931876[/C][C]-11.1339318760000[/C][/ROW]
[ROW][C]219[/C][C]299[/C][C]280.536209451936[/C][C]18.4637905480643[/C][/ROW]
[ROW][C]220[/C][C]273[/C][C]262.568393858026[/C][C]10.4316061419743[/C][/ROW]
[ROW][C]221[/C][C]279.3[/C][C]259.188605093526[/C][C]20.1113949064741[/C][/ROW]
[ROW][C]222[/C][C]359.2[/C][C]341.614182874145[/C][C]17.5858171258547[/C][/ROW]
[ROW][C]223[/C][C]305[/C][C]312.287709889269[/C][C]-7.28770988926874[/C][/ROW]
[ROW][C]224[/C][C]282.1[/C][C]292.819794800931[/C][C]-10.7197948009313[/C][/ROW]
[ROW][C]225[/C][C]250.3[/C][C]258.189017955932[/C][C]-7.88901795593245[/C][/ROW]
[ROW][C]226[/C][C]246.5[/C][C]242.263779527083[/C][C]4.23622047291747[/C][/ROW]
[ROW][C]227[/C][C]257.9[/C][C]267.392926941994[/C][C]-9.49292694199391[/C][/ROW]
[ROW][C]228[/C][C]266.5[/C][C]252.401000184412[/C][C]14.0989998155881[/C][/ROW]
[ROW][C]229[/C][C]315.9[/C][C]318.240445580024[/C][C]-2.34044558002398[/C][/ROW]
[ROW][C]230[/C][C]318.4[/C][C]314.586196245975[/C][C]3.81380375402478[/C][/ROW]
[ROW][C]231[/C][C]295.4[/C][C]293.341606487174[/C][C]2.05839351282617[/C][/ROW]
[ROW][C]232[/C][C]266.4[/C][C]262.347002142980[/C][C]4.05299785702027[/C][/ROW]
[ROW][C]233[/C][C]245.8[/C][C]256.644862137151[/C][C]-10.8448621371514[/C][/ROW]
[ROW][C]234[/C][C]362.8[/C][C]311.946987675627[/C][C]50.8530123243732[/C][/ROW]
[ROW][C]235[/C][C]324.9[/C][C]309.635404948491[/C][C]15.2645950515093[/C][/ROW]
[ROW][C]236[/C][C]294.2[/C][C]312.431512532724[/C][C]-18.2315125327239[/C][/ROW]
[ROW][C]237[/C][C]289.5[/C][C]274.642290068773[/C][C]14.8577099312266[/C][/ROW]
[ROW][C]238[/C][C]295.2[/C][C]284.30824957793[/C][C]10.8917504220698[/C][/ROW]
[ROW][C]239[/C][C]290.3[/C][C]317.984531433389[/C][C]-27.6845314333885[/C][/ROW]
[ROW][C]240[/C][C]272[/C][C]294.296902373437[/C][C]-22.2969023734373[/C][/ROW]
[ROW][C]241[/C][C]307.4[/C][C]327.848256250686[/C][C]-20.4482562506863[/C][/ROW]
[ROW][C]242[/C][C]328.7[/C][C]309.650215588375[/C][C]19.0497844116255[/C][/ROW]
[ROW][C]243[/C][C]292.9[/C][C]302.360636400293[/C][C]-9.46063640029325[/C][/ROW]
[ROW][C]244[/C][C]249.1[/C][C]262.132621337357[/C][C]-13.0326213373573[/C][/ROW]
[ROW][C]245[/C][C]230.4[/C][C]238.949005941186[/C][C]-8.54900594118638[/C][/ROW]
[ROW][C]246[/C][C]361.5[/C][C]304.359054953153[/C][C]57.1409450468469[/C][/ROW]
[ROW][C]247[/C][C]321.7[/C][C]302.275857787857[/C][C]19.4241422121430[/C][/ROW]
[ROW][C]248[/C][C]277.2[/C][C]304.030983001473[/C][C]-26.8309830014731[/C][/ROW]
[ROW][C]249[/C][C]260.7[/C][C]263.075789422791[/C][C]-2.37578942279106[/C][/ROW]
[ROW][C]250[/C][C]251[/C][C]255.841984245517[/C][C]-4.84198424551727[/C][/ROW]
[ROW][C]251[/C][C]257.6[/C][C]268.030343313101[/C][C]-10.4303433131005[/C][/ROW]
[ROW][C]252[/C][C]241.8[/C][C]258.485597270850[/C][C]-16.6855972708498[/C][/ROW]
[ROW][C]253[/C][C]287.5[/C][C]296.035389246669[/C][C]-8.5353892466693[/C][/ROW]
[ROW][C]254[/C][C]292.3[/C][C]293.311460964061[/C][C]-1.01146096406137[/C][/ROW]
[ROW][C]255[/C][C]274.7[/C][C]263.169679564259[/C][C]11.5303204357407[/C][/ROW]
[ROW][C]256[/C][C]254.2[/C][C]240.204751811019[/C][C]13.9952481889812[/C][/ROW]
[ROW][C]257[/C][C]230[/C][C]242.322825473095[/C][C]-12.3228254730953[/C][/ROW]
[ROW][C]258[/C][C]339[/C][C]314.957941966707[/C][C]24.0420580332934[/C][/ROW]
[ROW][C]259[/C][C]318.2[/C][C]278.232940400313[/C][C]39.9670595996868[/C][/ROW]
[ROW][C]260[/C][C]287[/C][C]291.531480962212[/C][C]-4.53148096221179[/C][/ROW]
[ROW][C]261[/C][C]295.8[/C][C]275.009365595288[/C][C]20.7906344047116[/C][/ROW]
[ROW][C]262[/C][C]284[/C][C]290.631809056571[/C][C]-6.63180905657066[/C][/ROW]
[ROW][C]263[/C][C]271[/C][C]303.683088525344[/C][C]-32.6830885253437[/C][/ROW]
[ROW][C]264[/C][C]262.7[/C][C]275.913953207478[/C][C]-13.2139532074780[/C][/ROW]
[ROW][C]265[/C][C]340.6[/C][C]319.589369984918[/C][C]21.0106300150820[/C][/ROW]
[ROW][C]266[/C][C]379.4[/C][C]347.180284108713[/C][C]32.219715891287[/C][/ROW]
[ROW][C]267[/C][C]373.3[/C][C]353.337660495244[/C][C]19.9623395047556[/C][/ROW]
[ROW][C]268[/C][C]355.2[/C][C]344.482985562506[/C][C]10.7170144374941[/C][/ROW]
[ROW][C]269[/C][C]338.4[/C][C]346.387055178677[/C][C]-7.9870551786774[/C][/ROW]
[ROW][C]270[/C][C]466.9[/C][C]434.457407814004[/C][C]32.4425921859960[/C][/ROW]
[ROW][C]271[/C][C]451[/C][C]414.313193742979[/C][C]36.6868062570209[/C][/ROW]
[ROW][C]272[/C][C]422[/C][C]425.434985112567[/C][C]-3.4349851125674[/C][/ROW]
[ROW][C]273[/C][C]429.2[/C][C]420.404229643925[/C][C]8.79577035607525[/C][/ROW]
[ROW][C]274[/C][C]425.9[/C][C]428.077042793156[/C][C]-2.17704279315626[/C][/ROW]
[ROW][C]275[/C][C]460.7[/C][C]447.786654269541[/C][C]12.9133457304588[/C][/ROW]
[ROW][C]276[/C][C]463.6[/C][C]471.331531394291[/C][C]-7.73153139429104[/C][/ROW]
[ROW][C]277[/C][C]541.4[/C][C]534.286927176634[/C][C]7.11307282336645[/C][/ROW]
[ROW][C]278[/C][C]544.2[/C][C]560.382569088679[/C][C]-16.1825690886793[/C][/ROW]
[ROW][C]279[/C][C]517.5[/C][C]529.020070591136[/C][C]-11.5200705911363[/C][/ROW]
[ROW][C]280[/C][C]469.4[/C][C]495.605387268549[/C][C]-26.2053872685491[/C][/ROW]
[ROW][C]281[/C][C]439.4[/C][C]464.5972823163[/C][C]-25.1972823162999[/C][/ROW]
[ROW][C]282[/C][C]549[/C][C]543.929055135587[/C][C]5.07094486441315[/C][/ROW]
[ROW][C]283[/C][C]533[/C][C]499.478722234201[/C][C]33.5212777657994[/C][/ROW]
[ROW][C]284[/C][C]506.1[/C][C]500.636899395111[/C][C]5.46310060488884[/C][/ROW]
[ROW][C]285[/C][C]484[/C][C]503.948599258902[/C][C]-19.9485992589015[/C][/ROW]
[ROW][C]286[/C][C]457[/C][C]482.529699094909[/C][C]-25.529699094909[/C][/ROW]
[ROW][C]287[/C][C]481.5[/C][C]479.968398984442[/C][C]1.53160101555784[/C][/ROW]
[ROW][C]288[/C][C]469.5[/C][C]485.767856568259[/C][C]-16.2678565682589[/C][/ROW]
[ROW][C]289[/C][C]544.7[/C][C]537.880761423332[/C][C]6.81923857666834[/C][/ROW]
[ROW][C]290[/C][C]541.2[/C][C]554.821948325962[/C][C]-13.6219483259616[/C][/ROW]
[ROW][C]291[/C][C]521.5[/C][C]520.859498155071[/C][C]0.640501844928622[/C][/ROW]
[ROW][C]292[/C][C]469.7[/C][C]491.138419523167[/C][C]-21.4384195231671[/C][/ROW]
[ROW][C]293[/C][C]434.4[/C][C]459.986377618624[/C][C]-25.5863776186239[/C][/ROW]
[ROW][C]294[/C][C]542.6[/C][C]538.843009599184[/C][C]3.75699040081633[/C][/ROW]
[ROW][C]295[/C][C]517.3[/C][C]492.78335613908[/C][C]24.5166438609202[/C][/ROW]
[ROW][C]296[/C][C]485.7[/C][C]477.190502334347[/C][C]8.5094976656531[/C][/ROW]
[ROW][C]297[/C][C]465.8[/C][C]474.67056277421[/C][C]-8.87056277420947[/C][/ROW]
[ROW][C]298[/C][C]447[/C][C]457.818104143248[/C][C]-10.8181041432483[/C][/ROW]
[ROW][C]299[/C][C]426.6[/C][C]468.479148728359[/C][C]-41.8791487283589[/C][/ROW]
[ROW][C]300[/C][C]411.6[/C][C]428.489160341709[/C][C]-16.8891603417085[/C][/ROW]
[ROW][C]301[/C][C]467.5[/C][C]477.29445373108[/C][C]-9.79445373108047[/C][/ROW]
[ROW][C]302[/C][C]484.5[/C][C]469.999997676811[/C][C]14.5000023231894[/C][/ROW]
[ROW][C]303[/C][C]451.2[/C][C]456.910688022182[/C][C]-5.71068802218218[/C][/ROW]
[ROW][C]304[/C][C]417.4[/C][C]412.922829551031[/C][C]4.47717044896865[/C][/ROW]
[ROW][C]305[/C][C]379.9[/C][C]399.397295919848[/C][C]-19.4972959198481[/C][/ROW]
[ROW][C]306[/C][C]484.7[/C][C]483.953812065845[/C][C]0.746187934154989[/C][/ROW]
[ROW][C]307[/C][C]455[/C][C]434.375598404971[/C][C]20.6244015950293[/C][/ROW]
[ROW][C]308[/C][C]420.8[/C][C]409.078846218855[/C][C]11.7211537811448[/C][/ROW]
[ROW][C]309[/C][C]416.5[/C][C]402.968494974445[/C][C]13.5315050255546[/C][/ROW]
[ROW][C]310[/C][C]376.3[/C][C]402.60984436441[/C][C]-26.3098443644103[/C][/ROW]
[ROW][C]311[/C][C]405.6[/C][C]392.12384130082[/C][C]13.4761586991799[/C][/ROW]
[ROW][C]312[/C][C]405.8[/C][C]403.265989317779[/C][C]2.53401068222070[/C][/ROW]
[ROW][C]313[/C][C]500.8[/C][C]471.046919554052[/C][C]29.7530804459482[/C][/ROW]
[ROW][C]314[/C][C]514[/C][C]504.95303885559[/C][C]9.04696114440986[/C][/ROW]
[ROW][C]315[/C][C]475.5[/C][C]487.787076964117[/C][C]-12.2870769641169[/C][/ROW]
[ROW][C]316[/C][C]430.1[/C][C]442.623129418816[/C][C]-12.5231294188159[/C][/ROW]
[ROW][C]317[/C][C]414.4[/C][C]413.072491832793[/C][C]1.32750816720716[/C][/ROW]
[ROW][C]318[/C][C]538[/C][C]521.652942786623[/C][C]16.3470572133773[/C][/ROW]
[ROW][C]319[/C][C]526[/C][C]492.550575949806[/C][C]33.4494240501936[/C][/ROW]
[ROW][C]320[/C][C]488.5[/C][C]482.104223106623[/C][C]6.39577689337688[/C][/ROW]
[ROW][C]321[/C][C]520.2[/C][C]476.422742659817[/C][C]43.7772573401832[/C][/ROW]
[ROW][C]322[/C][C]504.4[/C][C]503.104318792768[/C][C]1.29568120723246[/C][/ROW]
[ROW][C]323[/C][C]568.5[/C][C]530.364568479738[/C][C]38.1354315202620[/C][/ROW]
[ROW][C]324[/C][C]610.6[/C][C]571.140520262962[/C][C]39.4594797370384[/C][/ROW]
[ROW][C]325[/C][C]818[/C][C]686.81640239347[/C][C]131.183597606530[/C][/ROW]
[ROW][C]326[/C][C]830.9[/C][C]823.724454383606[/C][C]7.17554561639349[/C][/ROW]
[ROW][C]327[/C][C]835.9[/C][C]820.607373932622[/C][C]15.2926260673780[/C][/ROW]
[ROW][C]328[/C][C]782[/C][C]819.518684587387[/C][C]-37.5186845873873[/C][/ROW]
[ROW][C]329[/C][C]762.3[/C][C]789.27326289807[/C][C]-26.9732628980706[/C][/ROW]
[ROW][C]330[/C][C]856.9[/C][C]892.686051835778[/C][C]-35.7860518357785[/C][/ROW]
[ROW][C]331[/C][C]820.9[/C][C]834.923070258689[/C][C]-14.0230702586894[/C][/ROW]
[ROW][C]332[/C][C]769.6[/C][C]790.581771362873[/C][C]-20.9817713628735[/C][/ROW]
[ROW][C]333[/C][C]752.2[/C][C]775.608807568464[/C][C]-23.4088075684635[/C][/ROW]
[ROW][C]334[/C][C]724.4[/C][C]743.277586017302[/C][C]-18.8775860173021[/C][/ROW]
[ROW][C]335[/C][C]723.1[/C][C]761.808702989784[/C][C]-38.7087029897843[/C][/ROW]
[ROW][C]336[/C][C]719.5[/C][C]735.283276729274[/C][C]-15.7832767292742[/C][/ROW]
[ROW][C]337[/C][C]817.4[/C][C]811.443684328279[/C][C]5.95631567172086[/C][/ROW]
[ROW][C]338[/C][C]803.3[/C][C]810.358043321348[/C][C]-7.05804332134812[/C][/ROW]
[ROW][C]339[/C][C]752.5[/C][C]782.314249740754[/C][C]-29.8142497407543[/C][/ROW]
[ROW][C]340[/C][C]689[/C][C]718.324599906597[/C][C]-29.3245999065972[/C][/ROW]
[ROW][C]341[/C][C]630.4[/C][C]680.416753181473[/C][C]-50.0167531814726[/C][/ROW]
[ROW][C]342[/C][C]765.5[/C][C]745.139376464763[/C][C]20.3606235352371[/C][/ROW]
[ROW][C]343[/C][C]757.7[/C][C]724.593467430877[/C][C]33.1065325691234[/C][/ROW]
[ROW][C]344[/C][C]732.2[/C][C]708.670009000125[/C][C]23.5299909998747[/C][/ROW]
[ROW][C]345[/C][C]702.6[/C][C]723.332569468259[/C][C]-20.7325694682588[/C][/ROW]
[ROW][C]346[/C][C]683.3[/C][C]685.84691080968[/C][C]-2.54691080968041[/C][/ROW]
[ROW][C]347[/C][C]709.5[/C][C]708.558670126892[/C][C]0.94132987310752[/C][/ROW]
[ROW][C]348[/C][C]702.2[/C][C]714.79133006373[/C][C]-12.5913300637302[/C][/ROW]
[ROW][C]349[/C][C]784.8[/C][C]792.42474932804[/C][C]-7.62474932803991[/C][/ROW]
[ROW][C]350[/C][C]810.9[/C][C]772.642533036478[/C][C]38.257466963522[/C][/ROW]
[ROW][C]351[/C][C]755.6[/C][C]778.00606240596[/C][C]-22.4060624059607[/C][/ROW]
[ROW][C]352[/C][C]656.8[/C][C]718.604184623424[/C][C]-61.8041846234242[/C][/ROW]
[ROW][C]353[/C][C]615.1[/C][C]645.968578939544[/C][C]-30.8685789395437[/C][/ROW]
[ROW][C]354[/C][C]745.3[/C][C]734.36553119831[/C][C]10.9344688016899[/C][/ROW]
[ROW][C]355[/C][C]694.1[/C][C]704.2262863319[/C][C]-10.1262863319005[/C][/ROW]
[ROW][C]356[/C][C]675.7[/C][C]643.774237418427[/C][C]31.9257625815733[/C][/ROW]
[ROW][C]357[/C][C]643.7[/C][C]653.907648081456[/C][C]-10.2076480814559[/C][/ROW]
[ROW][C]358[/C][C]622.1[/C][C]623.190251191292[/C][C]-1.0902511912916[/C][/ROW]
[ROW][C]359[/C][C]634.6[/C][C]642.901356733145[/C][C]-8.30135673314498[/C][/ROW]
[ROW][C]360[/C][C]588[/C][C]633.956006137348[/C][C]-45.9560061373481[/C][/ROW]
[ROW][C]361[/C][C]689.7[/C][C]676.175328143507[/C][C]13.5246718564929[/C][/ROW]
[ROW][C]362[/C][C]673.9[/C][C]674.920698593769[/C][C]-1.02069859376888[/C][/ROW]
[ROW][C]363[/C][C]647.9[/C][C]629.390155815864[/C][C]18.5098441841363[/C][/ROW]
[ROW][C]364[/C][C]568.8[/C][C]593.584269672429[/C][C]-24.7842696724288[/C][/ROW]
[ROW][C]365[/C][C]545.7[/C][C]553.460453189621[/C][C]-7.76045318962144[/C][/ROW]
[ROW][C]366[/C][C]632.6[/C][C]665.417236164421[/C][C]-32.8172361644212[/C][/ROW]
[ROW][C]367[/C][C]643.8[/C][C]589.761273628342[/C][C]54.0387263716575[/C][/ROW]
[ROW][C]368[/C][C]593.1[/C][C]589.472682854466[/C][C]3.62731714553377[/C][/ROW]
[ROW][C]369[/C][C]579.7[/C][C]566.67458230676[/C][C]13.0254176932401[/C][/ROW]
[ROW][C]370[/C][C]546[/C][C]555.993761806171[/C][C]-9.99376180617082[/C][/ROW]
[ROW][C]371[/C][C]562.9[/C][C]565.26668994843[/C][C]-2.36668994843046[/C][/ROW]
[ROW][C]372[/C][C]572.5[/C][C]554.717760847406[/C][C]17.7822391525937[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=107241&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=107241&T=2

As an alternative you can also use a QR Code:

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

Interpolation Forecasts of Exponential Smoothing
t	Observed	Fitted	Residuals
13	299.5	239.394497863248	60.105502136752
14	347.4	339.492687410771	7.9073125892287
15	338.3	339.929491887132	-1.62949188713173
16	327.7	329.223957559468	-1.52395755946770
17	351.6	353.166427606621	-1.56642760662055
18	396.6	400.389554566451	-3.78955456645105
19	438.8	384.599542925451	54.200457074549
20	395.6	427.763510672247	-32.1635106722474
21	363.5	393.902014378528	-30.4020143785276
22	378.8	345.076353958667	33.7236460413326
23	357	410.295571899362	-53.295571899362
24	369	383.104598762058	-14.1045987620581
25	464.8	456.976349628349	7.82365037165056
26	479.1	502.592157461915	-23.4921574619154
27	431.3	470.50284979556	-39.2028497955599
28	366.5	420.938726552717	-54.4387265527173
29	326.3	389.460118106052	-63.1601181060516
30	355.1	369.585513312119	-14.4855133121194
31	331.6	338.228558771563	-6.62855877156301
32	261.3	298.551050153206	-37.2510501532062
33	249	241.829537110705	7.17046288929504
34	205.5	217.967581386629	-12.4675813866291
35	235.6	211.957331684488	23.6426683155119
36	240.9	241.988791886433	-1.08879188643309
37	264.9	316.56232599333	-51.6623259933298
38	253.8	289.312251522296	-35.512251522296
39	232.3	226.569741231411	5.73025876858878
40	193.8	198.202113954364	-4.40211395436415
41	177	196.401440515527	-19.4014405155267
42	213.2	211.679362402521	1.52063759747909
43	207.2	186.898365671523	20.3016343284766
44	180.6	159.470447421685	21.1295525783147
45	188.6	156.300958206048	32.2990417939525
46	175.4	149.994479718443	25.4055202815573
47	199	182.750182367081	16.2498176329190
48	179.6	203.617154073341	-24.0171540733411
49	225.8	250.581620945858	-24.7816209458582
50	234	249.622858322169	-15.6228583221695
51	200.2	211.964952702772	-11.7649527027719
52	183.6	168.214385528082	15.3856144719179
53	178.2	183.631603723902	-5.43160372390227
54	203.2	217.078589038250	-13.8785890382498
55	208.5	183.955882611467	24.5441173885333
56	191.8	162.800036528590	28.9999634714103
57	172.8	170.976618453956	1.82338154604352
58	148	138.591929629812	9.40807037018797
59	159.4	156.372335669959	3.02766433004098
60	154.5	159.424275934008	-4.92427593400774
61	213.2	223.114609211209	-9.91460921120859
62	196.4	237.594180801579	-41.1941808015789
63	182.8	178.262799760314	4.53720023968557
64	176.4	153.129781835634	23.2702181643663
65	153.6	173.674935132256	-20.0749351322562
66	173.2	193.709042121904	-20.5090421219044
67	171	160.240373884805	10.7596261151946
68	151.2	126.930528161016	24.2694718389843
69	161.9	125.973435002326	35.9265649976736
70	157.2	124.881675573492	32.3183244265076
71	201.7	163.827076326735	37.8729236732654
72	236.4	200.289731456684	36.1102685433159
73	356.1	305.732413633267	50.3675863667326
74	398.3	378.625462124035	19.6745378759645
75	403.7	392.930378293805	10.7696217061948
76	384.6	391.087800001056	-6.48780000105558
77	365.8	393.366236037334	-27.566236037334
78	368.1	419.833367569935	-51.7333675699348
79	367.9	374.892290362618	-6.9922903626179
80	347	338.053774113903	8.94622588609707
81	343.3	334.419812173438	8.88018782656167
82	292.9	316.710509488063	-23.8105094880632
83	311.5	311.778862805985	-0.278862805984659
84	300.9	316.353298389024	-15.4532983890244
85	366.9	377.367075471291	-10.4670754712908
86	356.9	387.667386022286	-30.7673860222865
87	329.7	348.173160300275	-18.4731603002754
88	316.2	307.708500690031	8.49149930996879
89	269	309.768910811536	-40.7689108115355
90	289.3	310.533091409775	-21.2330914097747
91	266.2	289.081542105592	-22.8815421055921
92	253.6	230.811667742120	22.7883322578801
93	233.8	229.912532395107	3.88746760489278
94	228.4	193.842889774835	34.5571102251653
95	253.6	236.613859543972	16.9861404560275
96	260.1	249.222935445924	10.8770645540759
97	306.6	330.573069195610	-23.9730691956096
98	309.2	322.565480154239	-13.3654801542392
99	309.5	297.014561387094	12.4854386129063
100	271	286.173816735979	-15.1738167359792
101	279.9	258.686817021143	21.2131829788573
102	317.9	317.114578730618	0.785421269382084
103	298.4	317.408182699649	-19.0081826996491
104	246.7	272.208856180445	-25.5088561804449
105	227.3	227.393813157513	-0.0938131575134094
106	209.1	192.211641881379	16.8883581186212
107	259.9	216.191135150394	43.7088648496064
108	266	251.4579558263	14.5420441737002
109	320.6	331.840111835233	-11.2401118352329
110	308.5	337.86919551686	-29.3691955168601
111	282.2	302.798685634973	-20.5986856349726
112	262.7	258.122602326398	4.57739767360204
113	263.5	252.470239788871	11.0297602111286
114	313.1	298.363314923531	14.7366850764687
115	284.3	307.831866174978	-23.5318661749784
116	252.6	257.52153194813	-4.92153194812991
117	250.3	234.973370772286	15.3266292277141
118	246.5	217.410738648667	29.0892613513326
119	312.7	258.405409058459	54.2945909415409
120	333.2	302.083228497552	31.1167715024483
121	446.4	397.551495514074	48.8485044859261
122	511.6	460.945211166665	50.6547888333353
123	515.5	509.240413523209	6.25958647679107
124	506.4	506.274072424646	0.125927575354126
125	483.2	512.512377188537	-29.3123771885368
126	522.3	536.512774692833	-14.2127746928335
127	509.8	526.121899968517	-16.3218999685168
128	460.7	495.489232971975	-34.7892329719745
129	405.8	459.098800682701	-53.2988006827012
130	375	389.123472139652	-14.1234721396516
131	378.5	398.404078112982	-19.9040781129816
132	406.8	372.216189998819	34.5838100011813
133	467.8	470.525432412864	-2.7254324128636
134	469.8	483.954123473299	-14.1541234732989
135	429.8	460.286335606010	-30.4863356060103
136	355.8	412.522391646766	-56.7223916467659
137	332.7	349.797567198470	-17.0975671984697
138	378	371.218195698921	6.7818043010787
139	360.5	364.699191314863	-4.19919131486256
140	334.7	328.781850809087	5.91814919091331
141	319.5	314.243978390375	5.25602160962535
142	323.1	293.302465786552	29.7975342134482
143	363.6	335.500939767767	28.0990602322334
144	352.1	357.280180836365	-5.18018083636463
145	411.9	412.695121167524	-0.79512116752386
146	388.6	422.81814224741	-34.2181422474104
147	416.4	374.98383573683	41.41616426317
148	360.7	385.233730369838	-24.5337303698381
149	338	357.730557989373	-19.7305579893726
150	417.2	382.071922416245	35.1280775837548
151	388.4	401.976465130287	-13.5764651302866
152	371.1	362.451917133403	8.64808286659706
153	331.5	353.362534337185	-21.8625343371849
154	353.7	314.055413027316	39.6445869726841
155	396.7	366.573233905229	30.1267660947705
156	447	387.633087863443	59.3669121365567
157	533.5	505.446748995613	28.0532510043871
158	565.4	543.805443437618	21.5945565623821
159	542.3	566.28495384575	-23.9849538457499
160	488.7	518.609150799627	-29.9091507996273
161	467.1	494.376039391603	-27.276039391603
162	531.3	526.697088456698	4.60291154330207
163	496.1	518.307181163617	-22.2071811636166
164	444	478.743739592739	-34.7437395927390
165	403.4	429.564702208665	-26.1647022086655
166	386.3	396.442329515027	-10.1423295150270
167	394.1	402.898035530515	-8.79803553051534
168	404.1	390.2155741759	13.8844258241000
169	462.1	457.230884054076	4.86911594592397
170	448.1	465.976809417712	-17.8768094177124
171	432.3	436.830999113435	-4.53099911343531
172	386.3	394.975883254861	-8.67588325486065
173	395.2	380.646930027689	14.5530699723114
174	421.9	447.344493179183	-25.4444931791832
175	382.9	401.403746337647	-18.5037463376473
176	384.2	355.531060486566	28.6689395134337
177	345.5	358.342768894584	-12.8427688945837
178	323.4	336.073935863074	-12.6739358630738
179	372.6	337.534428429857	35.0655715701430
180	376	365.508088925666	10.4919110743336
181	462.7	427.9001781852	34.7998218148004
182	487	460.617422941469	26.3825770585309
183	444.2	475.650295578912	-31.4502955789123
184	399.3	412.65001012336	-13.3500101233601
185	394.9	399.846762703077	-4.94676270307656
186	455.4	445.185236787119	10.2147632128815
187	414	434.151738608345	-20.1517386083446
188	375.5	396.700384154204	-21.2003841542037
189	347	350.841962139071	-3.84196213907143
190	339.4	336.922819170614	2.47718082938633
191	385.8	359.682488023083	26.1175119769171
192	378.8	377.493798924096	1.30620107590363
193	451.8	435.82365094061	15.9763490593901
194	446.1	450.391690398502	-4.29169039850217
195	422.5	428.182394150978	-5.68239415097798
196	383.1	388.765764693693	-5.66576469369301
197	352.8	383.132498938452	-30.3324989384524
198	445.3	406.570266636767	38.7297333632334
199	367.5	415.337997290189	-47.837997290189
200	355.1	351.778059801714	3.32194019828631
201	326.2	328.814714534768	-2.61471453476753
202	319.8	316.300508680215	3.49949131978502
203	331.8	342.794735054655	-10.9947350546549
204	340.9	322.394312257600	18.5056877423995
205	394.1	395.827214314555	-1.72721431455511
206	417.2	389.465493350531	27.7345066494692
207	369.9	393.743594079094	-23.8435940790945
208	349.2	336.743286493260	12.4567135067405
209	321.4	342.370587319696	-20.9705873196964
210	405.7	383.34495918673	22.3550408132700
211	342.9	364.569053506196	-21.6690535061960
212	316.5	331.08415028388	-14.5841502838796
213	284.2	291.148261888214	-6.94826188821418
214	270.9	274.744300734941	-3.8443007349415
215	288.8	291.392175220424	-2.59217522042428
216	278.8	281.406079633912	-2.60607963391226
217	324.4	331.548573088619	-7.14857308861878
218	310.9	322.033931876	-11.1339318760000
219	299	280.536209451936	18.4637905480643
220	273	262.568393858026	10.4316061419743
221	279.3	259.188605093526	20.1113949064741
222	359.2	341.614182874145	17.5858171258547
223	305	312.287709889269	-7.28770988926874
224	282.1	292.819794800931	-10.7197948009313
225	250.3	258.189017955932	-7.88901795593245
226	246.5	242.263779527083	4.23622047291747
227	257.9	267.392926941994	-9.49292694199391
228	266.5	252.401000184412	14.0989998155881
229	315.9	318.240445580024	-2.34044558002398
230	318.4	314.586196245975	3.81380375402478
231	295.4	293.341606487174	2.05839351282617
232	266.4	262.347002142980	4.05299785702027
233	245.8	256.644862137151	-10.8448621371514
234	362.8	311.946987675627	50.8530123243732
235	324.9	309.635404948491	15.2645950515093
236	294.2	312.431512532724	-18.2315125327239
237	289.5	274.642290068773	14.8577099312266
238	295.2	284.30824957793	10.8917504220698
239	290.3	317.984531433389	-27.6845314333885
240	272	294.296902373437	-22.2969023734373
241	307.4	327.848256250686	-20.4482562506863
242	328.7	309.650215588375	19.0497844116255
243	292.9	302.360636400293	-9.46063640029325
244	249.1	262.132621337357	-13.0326213373573
245	230.4	238.949005941186	-8.54900594118638
246	361.5	304.359054953153	57.1409450468469
247	321.7	302.275857787857	19.4241422121430
248	277.2	304.030983001473	-26.8309830014731
249	260.7	263.075789422791	-2.37578942279106
250	251	255.841984245517	-4.84198424551727
251	257.6	268.030343313101	-10.4303433131005
252	241.8	258.485597270850	-16.6855972708498
253	287.5	296.035389246669	-8.5353892466693
254	292.3	293.311460964061	-1.01146096406137
255	274.7	263.169679564259	11.5303204357407
256	254.2	240.204751811019	13.9952481889812
257	230	242.322825473095	-12.3228254730953
258	339	314.957941966707	24.0420580332934
259	318.2	278.232940400313	39.9670595996868
260	287	291.531480962212	-4.53148096221179
261	295.8	275.009365595288	20.7906344047116
262	284	290.631809056571	-6.63180905657066
263	271	303.683088525344	-32.6830885253437
264	262.7	275.913953207478	-13.2139532074780
265	340.6	319.589369984918	21.0106300150820
266	379.4	347.180284108713	32.219715891287
267	373.3	353.337660495244	19.9623395047556
268	355.2	344.482985562506	10.7170144374941
269	338.4	346.387055178677	-7.9870551786774
270	466.9	434.457407814004	32.4425921859960
271	451	414.313193742979	36.6868062570209
272	422	425.434985112567	-3.4349851125674
273	429.2	420.404229643925	8.79577035607525
274	425.9	428.077042793156	-2.17704279315626
275	460.7	447.786654269541	12.9133457304588
276	463.6	471.331531394291	-7.73153139429104
277	541.4	534.286927176634	7.11307282336645
278	544.2	560.382569088679	-16.1825690886793
279	517.5	529.020070591136	-11.5200705911363
280	469.4	495.605387268549	-26.2053872685491
281	439.4	464.5972823163	-25.1972823162999
282	549	543.929055135587	5.07094486441315
283	533	499.478722234201	33.5212777657994
284	506.1	500.636899395111	5.46310060488884
285	484	503.948599258902	-19.9485992589015
286	457	482.529699094909	-25.529699094909
287	481.5	479.968398984442	1.53160101555784
288	469.5	485.767856568259	-16.2678565682589
289	544.7	537.880761423332	6.81923857666834
290	541.2	554.821948325962	-13.6219483259616
291	521.5	520.859498155071	0.640501844928622
292	469.7	491.138419523167	-21.4384195231671
293	434.4	459.986377618624	-25.5863776186239
294	542.6	538.843009599184	3.75699040081633
295	517.3	492.78335613908	24.5166438609202
296	485.7	477.190502334347	8.5094976656531
297	465.8	474.67056277421	-8.87056277420947
298	447	457.818104143248	-10.8181041432483
299	426.6	468.479148728359	-41.8791487283589
300	411.6	428.489160341709	-16.8891603417085
301	467.5	477.29445373108	-9.79445373108047
302	484.5	469.999997676811	14.5000023231894
303	451.2	456.910688022182	-5.71068802218218
304	417.4	412.922829551031	4.47717044896865
305	379.9	399.397295919848	-19.4972959198481
306	484.7	483.953812065845	0.746187934154989
307	455	434.375598404971	20.6244015950293
308	420.8	409.078846218855	11.7211537811448
309	416.5	402.968494974445	13.5315050255546
310	376.3	402.60984436441	-26.3098443644103
311	405.6	392.12384130082	13.4761586991799
312	405.8	403.265989317779	2.53401068222070
313	500.8	471.046919554052	29.7530804459482
314	514	504.95303885559	9.04696114440986
315	475.5	487.787076964117	-12.2870769641169
316	430.1	442.623129418816	-12.5231294188159
317	414.4	413.072491832793	1.32750816720716
318	538	521.652942786623	16.3470572133773
319	526	492.550575949806	33.4494240501936
320	488.5	482.104223106623	6.39577689337688
321	520.2	476.422742659817	43.7772573401832
322	504.4	503.104318792768	1.29568120723246
323	568.5	530.364568479738	38.1354315202620
324	610.6	571.140520262962	39.4594797370384
325	818	686.81640239347	131.183597606530
326	830.9	823.724454383606	7.17554561639349
327	835.9	820.607373932622	15.2926260673780
328	782	819.518684587387	-37.5186845873873
329	762.3	789.27326289807	-26.9732628980706
330	856.9	892.686051835778	-35.7860518357785
331	820.9	834.923070258689	-14.0230702586894
332	769.6	790.581771362873	-20.9817713628735
333	752.2	775.608807568464	-23.4088075684635
334	724.4	743.277586017302	-18.8775860173021
335	723.1	761.808702989784	-38.7087029897843
336	719.5	735.283276729274	-15.7832767292742
337	817.4	811.443684328279	5.95631567172086
338	803.3	810.358043321348	-7.05804332134812
339	752.5	782.314249740754	-29.8142497407543
340	689	718.324599906597	-29.3245999065972
341	630.4	680.416753181473	-50.0167531814726
342	765.5	745.139376464763	20.3606235352371
343	757.7	724.593467430877	33.1065325691234
344	732.2	708.670009000125	23.5299909998747
345	702.6	723.332569468259	-20.7325694682588
346	683.3	685.84691080968	-2.54691080968041
347	709.5	708.558670126892	0.94132987310752
348	702.2	714.79133006373	-12.5913300637302
349	784.8	792.42474932804	-7.62474932803991
350	810.9	772.642533036478	38.257466963522
351	755.6	778.00606240596	-22.4060624059607
352	656.8	718.604184623424	-61.8041846234242
353	615.1	645.968578939544	-30.8685789395437
354	745.3	734.36553119831	10.9344688016899
355	694.1	704.2262863319	-10.1262863319005
356	675.7	643.774237418427	31.9257625815733
357	643.7	653.907648081456	-10.2076480814559
358	622.1	623.190251191292	-1.0902511912916
359	634.6	642.901356733145	-8.30135673314498
360	588	633.956006137348	-45.9560061373481
361	689.7	676.175328143507	13.5246718564929
362	673.9	674.920698593769	-1.02069859376888
363	647.9	629.390155815864	18.5098441841363
364	568.8	593.584269672429	-24.7842696724288
365	545.7	553.460453189621	-7.76045318962144
366	632.6	665.417236164421	-32.8172361644212
367	643.8	589.761273628342	54.0387263716575
368	593.1	589.472682854466	3.62731714553377
369	579.7	566.67458230676	13.0254176932401
370	546	555.993761806171	-9.99376180617082
371	562.9	565.26668994843	-2.36668994843046
372	572.5	554.717760847406	17.7822391525937

Extrapolation Forecasts of Exponential Smoothing
t	Forecast	95% Lower Bound	95% Upper Bound
373	662.728972325128	615.085067232274	710.372877417982
374	649.600121689966	584.775717000736	714.424526379197
375	609.557625618123	529.496678783818	689.618572452427
376	552.432638033007	458.034949763608	646.830326302405
377	538.257345161054	429.979761907872	646.534928414236
378	656.10115314916	534.169138379994	778.033167918327
379	625.712929861622	490.216089728005	761.209769995239
380	573.299258922809	424.241236727547	722.35728111807
381	549.88130835719	387.208496635606	712.554120078773
382	525.111327701728	348.730576688031	701.492078715426
383	545.023966161218	354.814088633664	735.233843688772
384	540.477228178168	336.296781562651	744.657674793684

\begin{tabular}{lllllllll}
\hline
Extrapolation Forecasts of Exponential Smoothing \tabularnewline
t & Forecast & 95% Lower Bound & 95% Upper Bound \tabularnewline
373 & 662.728972325128 & 615.085067232274 & 710.372877417982 \tabularnewline
374 & 649.600121689966 & 584.775717000736 & 714.424526379197 \tabularnewline
375 & 609.557625618123 & 529.496678783818 & 689.618572452427 \tabularnewline
376 & 552.432638033007 & 458.034949763608 & 646.830326302405 \tabularnewline
377 & 538.257345161054 & 429.979761907872 & 646.534928414236 \tabularnewline
378 & 656.10115314916 & 534.169138379994 & 778.033167918327 \tabularnewline
379 & 625.712929861622 & 490.216089728005 & 761.209769995239 \tabularnewline
380 & 573.299258922809 & 424.241236727547 & 722.35728111807 \tabularnewline
381 & 549.88130835719 & 387.208496635606 & 712.554120078773 \tabularnewline
382 & 525.111327701728 & 348.730576688031 & 701.492078715426 \tabularnewline
383 & 545.023966161218 & 354.814088633664 & 735.233843688772 \tabularnewline
384 & 540.477228178168 & 336.296781562651 & 744.657674793684 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=107241&T=3

[TABLE]
[ROW][C]Extrapolation Forecasts of Exponential Smoothing[/C][/ROW]
[ROW][C]t[/C][C]Forecast[/C][C]95% Lower Bound[/C][C]95% Upper Bound[/C][/ROW]
[ROW][C]373[/C][C]662.728972325128[/C][C]615.085067232274[/C][C]710.372877417982[/C][/ROW]
[ROW][C]374[/C][C]649.600121689966[/C][C]584.775717000736[/C][C]714.424526379197[/C][/ROW]
[ROW][C]375[/C][C]609.557625618123[/C][C]529.496678783818[/C][C]689.618572452427[/C][/ROW]
[ROW][C]376[/C][C]552.432638033007[/C][C]458.034949763608[/C][C]646.830326302405[/C][/ROW]
[ROW][C]377[/C][C]538.257345161054[/C][C]429.979761907872[/C][C]646.534928414236[/C][/ROW]
[ROW][C]378[/C][C]656.10115314916[/C][C]534.169138379994[/C][C]778.033167918327[/C][/ROW]
[ROW][C]379[/C][C]625.712929861622[/C][C]490.216089728005[/C][C]761.209769995239[/C][/ROW]
[ROW][C]380[/C][C]573.299258922809[/C][C]424.241236727547[/C][C]722.35728111807[/C][/ROW]
[ROW][C]381[/C][C]549.88130835719[/C][C]387.208496635606[/C][C]712.554120078773[/C][/ROW]
[ROW][C]382[/C][C]525.111327701728[/C][C]348.730576688031[/C][C]701.492078715426[/C][/ROW]
[ROW][C]383[/C][C]545.023966161218[/C][C]354.814088633664[/C][C]735.233843688772[/C][/ROW]
[ROW][C]384[/C][C]540.477228178168[/C][C]336.296781562651[/C][C]744.657674793684[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=107241&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=107241&T=3

As an alternative you can also use a QR Code:

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

Extrapolation Forecasts of Exponential Smoothing
t	Forecast	95% Lower Bound	95% Upper Bound
373	662.728972325128	615.085067232274	710.372877417982
374	649.600121689966	584.775717000736	714.424526379197
375	609.557625618123	529.496678783818	689.618572452427
376	552.432638033007	458.034949763608	646.830326302405
377	538.257345161054	429.979761907872	646.534928414236
378	656.10115314916	534.169138379994	778.033167918327
379	625.712929861622	490.216089728005	761.209769995239
380	573.299258922809	424.241236727547	722.35728111807
381	549.88130835719	387.208496635606	712.554120078773
382	525.111327701728	348.730576688031	701.492078715426
383	545.023966161218	354.814088633664	735.233843688772
384	540.477228178168	336.296781562651	744.657674793684

Figure 1

PNG link

Postscript link

PDF link

Figure 2

PNG link

Postscript link

PDF link

Figure 3

PNG link

Postscript link

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Parameters (Session):

par1 = 12 ; par2 = Triple ; par3 = additive ;

Parameters (R input):

par1 = 12 ; par2 = Triple ; par3 = additive ;

R code (references can be found in the software module):

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

Free Statistics

Description of Statistical Computation

Tree of Dependent Computations

Dataset

Tables (Output of Computation)

Figures (Output of Computation)

Input Parameters & R Code