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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_structuraltimeseries.wasp
Title produced by softwareStructural Time Series Models
Date of computationMon, 22 Oct 2012 11:27:22 -0400
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Oct/22/t13509198808w2zmkw8pzlwpz7.htm/, Retrieved Fri, 03 May 2024 22:22:34 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=181674, Retrieved Fri, 03 May 2024 22:22:34 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact40

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Structural Time Series Models] [] [2012-10-22 15:27:22] [b56d37e2149957721e352fc03d1fa989] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
87.28
87.28
87.09
86.92
87.59
90.72
90.69
90.3
89.55
88.94
88.41
87.82
87.07
86.82
86.4
86.02
85.66
85.32
85
84.67
83.94
82.83
81.95
81.19
80.48
78.86
69.47
68.77
70.06
73.95
75.8
77.79
81.57
83.07
84.34
85.1
85.25
84.26
83.63
86.44
85.3
84.1
83.36
82.48
81.58
80.47
79.34
82.13
81.69
80.7
79.88
79.16
78.38
77.42
76.47
75.46
74.48
78.27
80.7
79.91
78.75
77.78
81.14
81.08
80.03
78.91
78.01
76.9
75.97
81.93
80.27
78.67
77.42
76.16
74.7
76.39
76.04
74.65
73.29
71.79
74.39
74.91
74.54
73.08
72.75
71.32
70.38
70.35
70.01
69.36
67.77
69.26
69.8
68.38
67.62
68.39
66.95
65.21
66.64
63.45
60.66
62.34
60.32
58.64
60.46
58.59
61.87
61.85
67.44
77.06
91.74
93.15
94.15
93.11
91.51
89.96
88.16
86.98
88.03
86.24
84.65
83.23
81.7
80.25
78.8
77.51
76.2
75.04
74
75.49
77.14
76.15
76.27
78.19
76.49
77.31
76.65
74.99
73.51
72.07
70.59
71.96
76.29
74.86
74.93
71.9
71.01
77.47
75.78
76.6
76.07
74.57
73.02
72.65
73.16
71.53
69.78
67.98
69.96
72.16
70.47
68.86
67.37
65.87
72.16
71.34
69.93
68.44
67.16
66.01
67.25
70.91
69.75
68.59
67.48
66.31
64.81
66.58
65.97
64.7
64.7
60.94
59.08
58.42
57.77
57.11
53.31
49.96
49.4
48.84
48.3
47.74
47.24
46.76
46.29
48.9
49.23
48.53
48.03
54.34
53.79
53.24
52.96
52.17
51.7
58.55
78.2
77.03
76.19
77.15
75.87
95.47
109.67
112.28
112.01
107.93
105.96
105.06
102.98
102.2
105.23
101.85
99.89
96.23
94.76
91.51
91.63
91.54
85.23
87.83
87.38
84.44
85.19
84.03
86.73
102.52
104.45
106.98
107.02
99.26
94.45
113.44
157.33
147.38
171.89
171.95
132.71
126.02
121.18
115.45
110.48
117.85
117.63
124.65
109.59
111.27
99.78
98.21
99.2
97.97
89.55
87.91
93.34
94.42
93.2
90.29
91.46
89.98
88.35
88.41
82.44
79.89
75.69
75.66
84.5
96.73
87.48
82.39
83.48
79.31
78.16
72.77
72.45
68.46
67.62
68.76
70.07
68.55
65.3
58.96
59.17
62.37
66.28
55.62
55.23
55.85
56.75
50.89
53.88
52.95
55.08
53.61
58.78
61.85
55.91
53.32
46.41
44.57
50
50
53.36
46.23
50.45
49.07
45.85
48.45
49.96
46.53
50.51
47.58
48.05
46.84
47.67
49.16
55.54
55.82
58.22
56.19
57.77
63.19
54.76
55.74
62.54
61.39
69.6
79.23
80
93.68
107.63
100.18
97.3
90.45
80.64
80.58
75.82
85.59
89.35
89.42
104.73
95.32
89.27
90.44
86.97
79.98
81.22
87.35
83.64
82.22
94.4
102.18

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time10 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 10 seconds \tabularnewline
R Server & 'Sir Ronald Aylmer Fisher' @ fisher.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=181674&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]10 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Sir Ronald Aylmer Fisher' @ fisher.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=181674&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=181674&T=0

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


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

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time10 seconds
R Server'Sir Ronald Aylmer Fisher' @ fisher.wessa.net






Structural Time Series Model
tObservedLevelSlopeSeasonalStand. Residuals
187.2887.28000
287.2887.28000
387.0987.0908679496111-0.000765074039391928-0.000867949611127246-0.0351587333455558
486.9286.9214925601054-0.00143601119196239-0.00149256010538037-0.0313433311724051
587.5987.58839364206550.001218549523804620.001606357934477670.124237627545562
690.7290.70490828034430.01354325347557670.01509171965566240.579099937763819
790.6990.67719666126330.01338068456670.0128033387367205-0.00766877628634979
890.390.28840581490030.01180210837777890.0115941850996777-0.0747581938040917
989.5589.54149872325130.008835718384462170.00850127674872668-0.141032598881243
1088.9488.93376037441130.006434434731529060.00623962558869596-0.114610952527954
1188.4188.4058148102210.004361334479561610.00418518977902913-0.0993316835593877
1287.8287.8181481832850.002073467529268210.0018518167149879-0.110046587517822
1387.0787.32388286158150.023067658825061-0.253882861581501-0.111452437541687
1486.8286.81010957394170.01008109939895920.00989042605825913-0.0849148923141116
1586.486.39092356848070.009273752833401210.00907643151934467-0.0797121917054858
1686.0286.01154993453580.008570981009242040.0084500654642198-0.0721684565462332
1785.6685.6536362949490.007905288083431320.00636370505095221-0.0680529091510922
1885.3285.31147423479440.007270549892453790.00852576520557499-0.0650042624682727
198584.99403675148380.006682860245755650.00596324851615573-0.0602951740595785
2084.6784.66408089316630.006074677992961560.00591910683374452-0.0625104862752102
2183.9483.93601307840320.004750745089990580.00398692159679888-0.136322790988143
2282.8382.82819333303110.002747969436995860.00180666696889543-0.206592686660539
2381.9581.94937530829320.001160528557061620.000624691706839185-0.163697930647961
2481.1981.1905493204265-0.00018812763698712-0.000549320426461557-0.141118939848427
2580.4880.60483202024870.0112975953142045-0.124832020248666-0.119760335390071
2678.8678.8766825735247-0.0156673297553325-0.0166825735246832-0.293415995630341
2769.4769.5118184400651-0.0274272600143993-0.0418184400650706-1.73553637920796
2868.7768.7942256329495-0.0282326518346922-0.0242256329495148-0.128116956660781
2970.0670.0854756846183-0.026675421559756-0.02547568461833770.244938310839812
3073.9573.9650534776776-0.0220702370677562-0.01505347767763910.725125392264601
3175.875.8195614046199-0.0198605190528891-0.01956140461986070.34835261857927
3277.7977.8050678446345-0.0175019266740244-0.01506784463446490.372259659968086
3381.5781.5779534715307-0.0130491501450132-0.007953471530682430.703615564743404
3483.0783.0811338910987-0.0112699887617695-0.01113389109869140.281459879953323
3584.3484.3485687604573-0.00976191220105725-0.008568760457304980.237369414631001
3685.185.1083092535442-0.00888968618602316-0.00830925354425060.142839454105066
3785.2585.1496838214243-0.009530479424842050.1003161785756570.00995585131106622
3884.2684.2673097469215-0.0194745514604324-0.00730974692147103-0.151328285222069
3983.6383.6632454969613-0.0200415152917573-0.0332454969613443-0.108503847717943
4086.4486.4473088588784-0.0176318166782179-0.007308858878394630.520453053196388
4185.385.3269382317491-0.018598039863687-0.0269382317490852-0.204672627475805
4284.184.1163086854021-0.0196419090875239-0.0163086854020607-0.221245621338218
4383.3683.3818357026346-0.0202673255461222-0.0218357026346016-0.132675339464718
4482.4882.5051317968973-0.0210159792133529-0.0251317968972917-0.158957794201605
4581.5881.599704120999-0.0217884037493095-0.0197041209990089-0.164150015203351
4680.4780.4958992536082-0.0227326946478418-0.0258992536082165-0.200826117649317
4779.3479.3654806422711-0.0237103916925452-0.025480642271123-0.205592608000261
4882.1382.1440528084183-0.0214228475682487-0.01405280841833890.520090964710601
4981.6981.5236216609352-0.01577675208692620.166378339064836-0.116724396868729
5080.780.7086290295359-0.0229655513226577-0.00862902953584757-0.140692750381252
5179.8879.9249442719257-0.0235807074612762-0.0449442719256846-0.141182245491479
5279.1679.1735052957699-0.0240746153180776-0.0135052957698984-0.135081404989503
5378.3878.4122142956439-0.0245895513127949-0.0322142956438741-0.136818101654681
5477.4277.442847339914-0.0252494492962177-0.0228473399140003-0.175338784694431
5576.4776.497865600586-0.0258913676217979-0.0278656005860393-0.170690685775525
5675.4675.4913596198115-0.0265752990592093-0.0313596198115363-0.181989631077212
5774.4874.5052914499472-0.0272440139550675-0.025291449947176-0.178069657018463
5878.2778.2826148527861-0.0245934719563128-0.01261485278607540.706079223985057
5980.780.7278014988549-0.0228398575134613-0.02780149885487060.458366085142995
6079.9179.9291291379752-0.023323520081555-0.0191291379752397-0.143976544919113
6178.7578.608433672671-0.01364160048446790.141566327328958-0.250315224497275
6277.7877.7852565446934-0.0196496667244079-0.0052565446933657-0.143903462693051
6381.1481.1656730582799-0.0172396407004575-0.02567305827989750.630983099381092
6481.0881.0892689004698-0.0172727476940381-0.00926890046982866-0.0109795584011543
6580.0380.0569710794144-0.0178636161644899-0.0269710794144405-0.188364972761788
6678.9178.9269891143976-0.0185114544901417-0.0169891143976142-0.20638319773122
6778.0178.0307989959979-0.0190223735508344-0.0207989959979201-0.162876639354181
6876.976.9211278048732-0.0196568940716145-0.0211278048731421-0.202398886143213
6975.9775.9978099254962-0.0201822919778719-0.0278099254962274-0.16769828814542
7081.9381.9223207058418-0.01672569636953860.007679294158164921.10319583308792
7180.2780.3028164537359-0.0176839285540262-0.0328164537359336-0.297443265701521
7278.6778.6851757161015-0.0184701178802735-0.0151757161014783-0.29689435818632
7377.4277.3132260078048-0.0101269727934320.106773992195177-0.259402367711233
7476.1676.1760365548598-0.0172374361173864-0.0160365548598391-0.201707481562972
7574.774.7314230071711-0.0181554979295448-0.0314230071710839-0.264880772292402
7676.3976.3895307364716-0.01735867407167580.0004692635284307730.31106279453179
7776.0476.0671219215128-0.0175112456382194-0.0271219215128107-0.0566078783024626
7874.6574.6697556071796-0.0182025495087348-0.0197556071796044-0.256058445917016
7973.2973.3112579470291-0.0188735835184526-0.0212579470290569-0.248717311027464
8071.7971.8060296513544-0.0196173592487417-0.0160296513544164-0.275821419673044
8174.3974.4248134968045-0.0182978947327035-0.03481349680446030.489605495607751
8274.9174.9015902025445-0.0180501203419290.00840979745545840.091870543911452
8374.5474.5716071841661-0.0182121918984911-0.0316071841660543-0.0578862711326891
8473.0873.0969226000805-0.018785759732373-0.0169226000804743-0.270254969857113
8572.7572.5765947677391-0.01615766322119530.173405232260878-0.0956616128095288
8671.3271.3371785929978-0.0228602136473262-0.0171785929978272-0.220017673501349
8770.3870.4255124341904-0.0233920951733336-0.0455124341904219-0.164931912692778
8870.3570.3551104511244-0.023411497194124-0.00511045112439093-0.00872332406549352
8970.0170.040882695102-0.0235392739182725-0.0308826951020025-0.053964879870716
9069.3669.3843964284963-0.0238182189784994-0.0243964284963154-0.117451855207506
9167.7767.7940115691002-0.0245081424371202-0.0240115691002232-0.290697553625766
9269.2669.2809091649113-0.0238428277657873-0.02090916491129650.280461676340344
9369.869.8418643555004-0.0235855583321042-0.04186435550040350.108517123987578
9468.3868.3850635813585-0.0242171493654372-0.00506358135846506-0.265952530574463
9567.6267.6546507164093-0.024543492887278-0.0346507164092581-0.131047204185873
9668.3968.4065175586102-0.0242968057315144-0.01651755861025180.144060711484788
9766.9566.7721486315109-0.01697496896276150.177851368489082-0.305979225108874
9865.2165.2287984106968-0.0243569664020488-0.0187984106968339-0.275591137143717
9966.6466.6769190832597-0.0235217282010486-0.03691908325969370.27323395211096
10063.4563.4727563619736-0.024680913644958-0.0227563619735732-0.590197618235266
10160.6660.700447961378-0.0257595006886806-0.0404479613779912-0.509847521920269
10262.3462.3454413035275-0.0251004857829801-0.005441303527522990.310023560026418
10360.3260.3621717936555-0.0258723060576368-0.0421717936555239-0.363356254483102
10458.6458.6726973867658-0.0265277215544269-0.0326973867657965-0.308696628769886
10560.4660.4881386473991-0.0258024970672819-0.02813864739907310.341794177477393
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10761.8761.8929354803769-0.0251494827147329-0.02293548037685810.615103155904218
10861.8561.8668133786778-0.0251497317581892-0.0168133786778396-0.000180461003410912
10967.4466.9291824531667-0.04554258772164310.5108175468332760.964071751363472
11077.0677.0359873912155-0.001655605320435710.02401260878447451.83862033149903
11191.7491.6761436602290.006328055065093340.06385633977095982.71688034493591
11293.1593.1429307291440.006804545604592320.007069270856051060.270996901615592
11394.1594.16603551397890.00716573869474517-0.01603551397892640.18858039115778
11493.1193.08401527116610.006775906761043830.0259847288338702-0.202104784715947
11591.5191.51618655754870.00621277712748513-0.00618655754865543-0.292177021222915
11689.9689.97656373121680.00566019454013343-0.0165637312168472-0.286838740904299
11788.1688.15079383332990.005005971631802910.00920616667010671-0.339832384473486
11886.9886.98120542630460.00458440185926733-0.00120542630464221-0.217953093016741
11988.0388.0052301092340.004975760247549090.02476989076604390.189168562954034
12086.2486.25687545265570.00461705837539311-0.0168754526557018-0.325307027133299
12184.6584.7488915925170.0100263622185186-0.0988915925169617-0.285972213487328
12283.2383.27828984897230.0042475094735311-0.0482898489723367-0.268811506183479
12381.781.65151507550750.003383452877006380.0484849244925458-0.302639940643098
12480.2580.25839128946870.00297084977715473-0.0083912894686714-0.259126513885407
12578.878.82314221384710.00250312566180811-0.0231422138471043-0.266866080925197
12677.5177.48812744700960.002063872397605860.0218725529903641-0.248180548376438
12776.276.21056673610430.00164397685282447-0.010566736104303-0.23743826325907
12875.0475.05756120886280.00126528209603425-0.0175612088627815-0.214248738126232
1297473.99128507675630.0009154166139376580.0087149232437046-0.198085524476121
13075.4975.49223971512510.00141040989815778-0.002239715125121450.278337393452725
13177.1477.10599668806610.001984667369835610.03400331193387130.299185301805524
13276.1576.17098579890880.0018341228189867-0.0209857989088412-0.173843466980378
13376.2776.27414167299760.00150772733168262-0.00414167299757330.0191193569224496
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34290.4590.15790738929630.07073987542458490.29209261070366-1.30581938978643
34380.6481.11203263651020.0692733798628874-0.472032636510229-1.69147357946099
34480.5880.43270816538080.06915323632175780.147291834619239-0.138892925556213
34575.8275.52942935358760.06834231437026940.29057064641235-0.922574541204049
34685.5985.74495095886540.0701462444398366-0.1549509588653971.88272043648673
34789.3589.05424113646560.07069618909533320.2957588635343820.601000549184852
34889.4289.31997186657770.07066484298176950.1000281334222960.0361853832925459
349104.73105.2119348335170.0556125701894022-0.4819348335165292.94866610025816
35095.3295.81240304967440.0441225543248782-0.4924030496744-1.74372620051519
35189.2788.75055030154270.04052774626565310.519449698457285-1.31802246156659
35290.4490.67006064414070.0408196992348044-0.2300606441407330.348628923750941
35386.9786.81616326902230.04028013241956640.153836730977742-0.722616273407783
35479.9879.69706398310270.03917491421164670.282936016897301-1.3283309713385
35581.2281.67845304162690.039481641508363-0.4584530416269160.360352951260984
35687.3587.09778042690230.04032980578828010.2522195730977340.998161329050696
35783.6483.52719125169190.03974992510526530.112808748308067-0.669961565422727
35882.2282.43904312476160.0395519627754404-0.219043124761585-0.209271558172086
35994.493.98331938592570.04143836611579710.4166806140742942.13461316332093
360102.18102.1838708041550.0400772349036832-0.003870804155026961.51379921301113

\begin{tabular}{lllllllll}
\hline
Structural Time Series Model \tabularnewline
t & Observed & Level & Slope & Seasonal & Stand. Residuals \tabularnewline
1 & 87.28 & 87.28 & 0 & 0 & 0 \tabularnewline
2 & 87.28 & 87.28 & 0 & 0 & 0 \tabularnewline
3 & 87.09 & 87.0908679496111 & -0.000765074039391928 & -0.000867949611127246 & -0.0351587333455558 \tabularnewline
4 & 86.92 & 86.9214925601054 & -0.00143601119196239 & -0.00149256010538037 & -0.0313433311724051 \tabularnewline
5 & 87.59 & 87.5883936420655 & 0.00121854952380462 & 0.00160635793447767 & 0.124237627545562 \tabularnewline
6 & 90.72 & 90.7049082803443 & 0.0135432534755767 & 0.0150917196556624 & 0.579099937763819 \tabularnewline
7 & 90.69 & 90.6771966612633 & 0.0133806845667 & 0.0128033387367205 & -0.00766877628634979 \tabularnewline
8 & 90.3 & 90.2884058149003 & 0.0118021083777789 & 0.0115941850996777 & -0.0747581938040917 \tabularnewline
9 & 89.55 & 89.5414987232513 & 0.00883571838446217 & 0.00850127674872668 & -0.141032598881243 \tabularnewline
10 & 88.94 & 88.9337603744113 & 0.00643443473152906 & 0.00623962558869596 & -0.114610952527954 \tabularnewline
11 & 88.41 & 88.405814810221 & 0.00436133447956161 & 0.00418518977902913 & -0.0993316835593877 \tabularnewline
12 & 87.82 & 87.818148183285 & 0.00207346752926821 & 0.0018518167149879 & -0.110046587517822 \tabularnewline
13 & 87.07 & 87.3238828615815 & 0.023067658825061 & -0.253882861581501 & -0.111452437541687 \tabularnewline
14 & 86.82 & 86.8101095739417 & 0.0100810993989592 & 0.00989042605825913 & -0.0849148923141116 \tabularnewline
15 & 86.4 & 86.3909235684807 & 0.00927375283340121 & 0.00907643151934467 & -0.0797121917054858 \tabularnewline
16 & 86.02 & 86.0115499345358 & 0.00857098100924204 & 0.0084500654642198 & -0.0721684565462332 \tabularnewline
17 & 85.66 & 85.653636294949 & 0.00790528808343132 & 0.00636370505095221 & -0.0680529091510922 \tabularnewline
18 & 85.32 & 85.3114742347944 & 0.00727054989245379 & 0.00852576520557499 & -0.0650042624682727 \tabularnewline
19 & 85 & 84.9940367514838 & 0.00668286024575565 & 0.00596324851615573 & -0.0602951740595785 \tabularnewline
20 & 84.67 & 84.6640808931663 & 0.00607467799296156 & 0.00591910683374452 & -0.0625104862752102 \tabularnewline
21 & 83.94 & 83.9360130784032 & 0.00475074508999058 & 0.00398692159679888 & -0.136322790988143 \tabularnewline
22 & 82.83 & 82.8281933330311 & 0.00274796943699586 & 0.00180666696889543 & -0.206592686660539 \tabularnewline
23 & 81.95 & 81.9493753082932 & 0.00116052855706162 & 0.000624691706839185 & -0.163697930647961 \tabularnewline
24 & 81.19 & 81.1905493204265 & -0.00018812763698712 & -0.000549320426461557 & -0.141118939848427 \tabularnewline
25 & 80.48 & 80.6048320202487 & 0.0112975953142045 & -0.124832020248666 & -0.119760335390071 \tabularnewline
26 & 78.86 & 78.8766825735247 & -0.0156673297553325 & -0.0166825735246832 & -0.293415995630341 \tabularnewline
27 & 69.47 & 69.5118184400651 & -0.0274272600143993 & -0.0418184400650706 & -1.73553637920796 \tabularnewline
28 & 68.77 & 68.7942256329495 & -0.0282326518346922 & -0.0242256329495148 & -0.128116956660781 \tabularnewline
29 & 70.06 & 70.0854756846183 & -0.026675421559756 & -0.0254756846183377 & 0.244938310839812 \tabularnewline
30 & 73.95 & 73.9650534776776 & -0.0220702370677562 & -0.0150534776776391 & 0.725125392264601 \tabularnewline
31 & 75.8 & 75.8195614046199 & -0.0198605190528891 & -0.0195614046198607 & 0.34835261857927 \tabularnewline
32 & 77.79 & 77.8050678446345 & -0.0175019266740244 & -0.0150678446344649 & 0.372259659968086 \tabularnewline
33 & 81.57 & 81.5779534715307 & -0.0130491501450132 & -0.00795347153068243 & 0.703615564743404 \tabularnewline
34 & 83.07 & 83.0811338910987 & -0.0112699887617695 & -0.0111338910986914 & 0.281459879953323 \tabularnewline
35 & 84.34 & 84.3485687604573 & -0.00976191220105725 & -0.00856876045730498 & 0.237369414631001 \tabularnewline
36 & 85.1 & 85.1083092535442 & -0.00888968618602316 & -0.0083092535442506 & 0.142839454105066 \tabularnewline
37 & 85.25 & 85.1496838214243 & -0.00953047942484205 & 0.100316178575657 & 0.00995585131106622 \tabularnewline
38 & 84.26 & 84.2673097469215 & -0.0194745514604324 & -0.00730974692147103 & -0.151328285222069 \tabularnewline
39 & 83.63 & 83.6632454969613 & -0.0200415152917573 & -0.0332454969613443 & -0.108503847717943 \tabularnewline
40 & 86.44 & 86.4473088588784 & -0.0176318166782179 & -0.00730885887839463 & 0.520453053196388 \tabularnewline
41 & 85.3 & 85.3269382317491 & -0.018598039863687 & -0.0269382317490852 & -0.204672627475805 \tabularnewline
42 & 84.1 & 84.1163086854021 & -0.0196419090875239 & -0.0163086854020607 & -0.221245621338218 \tabularnewline
43 & 83.36 & 83.3818357026346 & -0.0202673255461222 & -0.0218357026346016 & -0.132675339464718 \tabularnewline
44 & 82.48 & 82.5051317968973 & -0.0210159792133529 & -0.0251317968972917 & -0.158957794201605 \tabularnewline
45 & 81.58 & 81.599704120999 & -0.0217884037493095 & -0.0197041209990089 & -0.164150015203351 \tabularnewline
46 & 80.47 & 80.4958992536082 & -0.0227326946478418 & -0.0258992536082165 & -0.200826117649317 \tabularnewline
47 & 79.34 & 79.3654806422711 & -0.0237103916925452 & -0.025480642271123 & -0.205592608000261 \tabularnewline
48 & 82.13 & 82.1440528084183 & -0.0214228475682487 & -0.0140528084183389 & 0.520090964710601 \tabularnewline
49 & 81.69 & 81.5236216609352 & -0.0157767520869262 & 0.166378339064836 & -0.116724396868729 \tabularnewline
50 & 80.7 & 80.7086290295359 & -0.0229655513226577 & -0.00862902953584757 & -0.140692750381252 \tabularnewline
51 & 79.88 & 79.9249442719257 & -0.0235807074612762 & -0.0449442719256846 & -0.141182245491479 \tabularnewline
52 & 79.16 & 79.1735052957699 & -0.0240746153180776 & -0.0135052957698984 & -0.135081404989503 \tabularnewline
53 & 78.38 & 78.4122142956439 & -0.0245895513127949 & -0.0322142956438741 & -0.136818101654681 \tabularnewline
54 & 77.42 & 77.442847339914 & -0.0252494492962177 & -0.0228473399140003 & -0.175338784694431 \tabularnewline
55 & 76.47 & 76.497865600586 & -0.0258913676217979 & -0.0278656005860393 & -0.170690685775525 \tabularnewline
56 & 75.46 & 75.4913596198115 & -0.0265752990592093 & -0.0313596198115363 & -0.181989631077212 \tabularnewline
57 & 74.48 & 74.5052914499472 & -0.0272440139550675 & -0.025291449947176 & -0.178069657018463 \tabularnewline
58 & 78.27 & 78.2826148527861 & -0.0245934719563128 & -0.0126148527860754 & 0.706079223985057 \tabularnewline
59 & 80.7 & 80.7278014988549 & -0.0228398575134613 & -0.0278014988548706 & 0.458366085142995 \tabularnewline
60 & 79.91 & 79.9291291379752 & -0.023323520081555 & -0.0191291379752397 & -0.143976544919113 \tabularnewline
61 & 78.75 & 78.608433672671 & -0.0136416004844679 & 0.141566327328958 & -0.250315224497275 \tabularnewline
62 & 77.78 & 77.7852565446934 & -0.0196496667244079 & -0.0052565446933657 & -0.143903462693051 \tabularnewline
63 & 81.14 & 81.1656730582799 & -0.0172396407004575 & -0.0256730582798975 & 0.630983099381092 \tabularnewline
64 & 81.08 & 81.0892689004698 & -0.0172727476940381 & -0.00926890046982866 & -0.0109795584011543 \tabularnewline
65 & 80.03 & 80.0569710794144 & -0.0178636161644899 & -0.0269710794144405 & -0.188364972761788 \tabularnewline
66 & 78.91 & 78.9269891143976 & -0.0185114544901417 & -0.0169891143976142 & -0.20638319773122 \tabularnewline
67 & 78.01 & 78.0307989959979 & -0.0190223735508344 & -0.0207989959979201 & -0.162876639354181 \tabularnewline
68 & 76.9 & 76.9211278048732 & -0.0196568940716145 & -0.0211278048731421 & -0.202398886143213 \tabularnewline
69 & 75.97 & 75.9978099254962 & -0.0201822919778719 & -0.0278099254962274 & -0.16769828814542 \tabularnewline
70 & 81.93 & 81.9223207058418 & -0.0167256963695386 & 0.00767929415816492 & 1.10319583308792 \tabularnewline
71 & 80.27 & 80.3028164537359 & -0.0176839285540262 & -0.0328164537359336 & -0.297443265701521 \tabularnewline
72 & 78.67 & 78.6851757161015 & -0.0184701178802735 & -0.0151757161014783 & -0.29689435818632 \tabularnewline
73 & 77.42 & 77.3132260078048 & -0.010126972793432 & 0.106773992195177 & -0.259402367711233 \tabularnewline
74 & 76.16 & 76.1760365548598 & -0.0172374361173864 & -0.0160365548598391 & -0.201707481562972 \tabularnewline
75 & 74.7 & 74.7314230071711 & -0.0181554979295448 & -0.0314230071710839 & -0.264880772292402 \tabularnewline
76 & 76.39 & 76.3895307364716 & -0.0173586740716758 & 0.000469263528430773 & 0.31106279453179 \tabularnewline
77 & 76.04 & 76.0671219215128 & -0.0175112456382194 & -0.0271219215128107 & -0.0566078783024626 \tabularnewline
78 & 74.65 & 74.6697556071796 & -0.0182025495087348 & -0.0197556071796044 & -0.256058445917016 \tabularnewline
79 & 73.29 & 73.3112579470291 & -0.0188735835184526 & -0.0212579470290569 & -0.248717311027464 \tabularnewline
80 & 71.79 & 71.8060296513544 & -0.0196173592487417 & -0.0160296513544164 & -0.275821419673044 \tabularnewline
81 & 74.39 & 74.4248134968045 & -0.0182978947327035 & -0.0348134968044603 & 0.489605495607751 \tabularnewline
82 & 74.91 & 74.9015902025445 & -0.018050120341929 & 0.0084097974554584 & 0.091870543911452 \tabularnewline
83 & 74.54 & 74.5716071841661 & -0.0182121918984911 & -0.0316071841660543 & -0.0578862711326891 \tabularnewline
84 & 73.08 & 73.0969226000805 & -0.018785759732373 & -0.0169226000804743 & -0.270254969857113 \tabularnewline
85 & 72.75 & 72.5765947677391 & -0.0161576632211953 & 0.173405232260878 & -0.0956616128095288 \tabularnewline
86 & 71.32 & 71.3371785929978 & -0.0228602136473262 & -0.0171785929978272 & -0.220017673501349 \tabularnewline
87 & 70.38 & 70.4255124341904 & -0.0233920951733336 & -0.0455124341904219 & -0.164931912692778 \tabularnewline
88 & 70.35 & 70.3551104511244 & -0.023411497194124 & -0.00511045112439093 & -0.00872332406549352 \tabularnewline
89 & 70.01 & 70.040882695102 & -0.0235392739182725 & -0.0308826951020025 & -0.053964879870716 \tabularnewline
90 & 69.36 & 69.3843964284963 & -0.0238182189784994 & -0.0243964284963154 & -0.117451855207506 \tabularnewline
91 & 67.77 & 67.7940115691002 & -0.0245081424371202 & -0.0240115691002232 & -0.290697553625766 \tabularnewline
92 & 69.26 & 69.2809091649113 & -0.0238428277657873 & -0.0209091649112965 & 0.280461676340344 \tabularnewline
93 & 69.8 & 69.8418643555004 & -0.0235855583321042 & -0.0418643555004035 & 0.108517123987578 \tabularnewline
94 & 68.38 & 68.3850635813585 & -0.0242171493654372 & -0.00506358135846506 & -0.265952530574463 \tabularnewline
95 & 67.62 & 67.6546507164093 & -0.024543492887278 & -0.0346507164092581 & -0.131047204185873 \tabularnewline
96 & 68.39 & 68.4065175586102 & -0.0242968057315144 & -0.0165175586102518 & 0.144060711484788 \tabularnewline
97 & 66.95 & 66.7721486315109 & -0.0169749689627615 & 0.177851368489082 & -0.305979225108874 \tabularnewline
98 & 65.21 & 65.2287984106968 & -0.0243569664020488 & -0.0187984106968339 & -0.275591137143717 \tabularnewline
99 & 66.64 & 66.6769190832597 & -0.0235217282010486 & -0.0369190832596937 & 0.27323395211096 \tabularnewline
100 & 63.45 & 63.4727563619736 & -0.024680913644958 & -0.0227563619735732 & -0.590197618235266 \tabularnewline
101 & 60.66 & 60.700447961378 & -0.0257595006886806 & -0.0404479613779912 & -0.509847521920269 \tabularnewline
102 & 62.34 & 62.3454413035275 & -0.0251004857829801 & -0.00544130352752299 & 0.310023560026418 \tabularnewline
103 & 60.32 & 60.3621717936555 & -0.0258723060576368 & -0.0421717936555239 & -0.363356254483102 \tabularnewline
104 & 58.64 & 58.6726973867658 & -0.0265277215544269 & -0.0326973867657965 & -0.308696628769886 \tabularnewline
105 & 60.46 & 60.4881386473991 & -0.0258024970672819 & -0.0281386473990731 & 0.341794177477393 \tabularnewline
106 & 58.59 & 58.6046967148929 & -0.0265360947267126 & -0.0146967148929284 & -0.344702371756785 \tabularnewline
107 & 61.87 & 61.8929354803769 & -0.0251494827147329 & -0.0229354803768581 & 0.615103155904218 \tabularnewline
108 & 61.85 & 61.8668133786778 & -0.0251497317581892 & -0.0168133786778396 & -0.000180461003410912 \tabularnewline
109 & 67.44 & 66.9291824531667 & -0.0455425877216431 & 0.510817546833276 & 0.964071751363472 \tabularnewline
110 & 77.06 & 77.0359873912155 & -0.00165560532043571 & 0.0240126087844745 & 1.83862033149903 \tabularnewline
111 & 91.74 & 91.676143660229 & 0.00632805506509334 & 0.0638563397709598 & 2.71688034493591 \tabularnewline
112 & 93.15 & 93.142930729144 & 0.00680454560459232 & 0.00706927085605106 & 0.270996901615592 \tabularnewline
113 & 94.15 & 94.1660355139789 & 0.00716573869474517 & -0.0160355139789264 & 0.18858039115778 \tabularnewline
114 & 93.11 & 93.0840152711661 & 0.00677590676104383 & 0.0259847288338702 & -0.202104784715947 \tabularnewline
115 & 91.51 & 91.5161865575487 & 0.00621277712748513 & -0.00618655754865543 & -0.292177021222915 \tabularnewline
116 & 89.96 & 89.9765637312168 & 0.00566019454013343 & -0.0165637312168472 & -0.286838740904299 \tabularnewline
117 & 88.16 & 88.1507938333299 & 0.00500597163180291 & 0.00920616667010671 & -0.339832384473486 \tabularnewline
118 & 86.98 & 86.9812054263046 & 0.00458440185926733 & -0.00120542630464221 & -0.217953093016741 \tabularnewline
119 & 88.03 & 88.005230109234 & 0.00497576024754909 & 0.0247698907660439 & 0.189168562954034 \tabularnewline
120 & 86.24 & 86.2568754526557 & 0.00461705837539311 & -0.0168754526557018 & -0.325307027133299 \tabularnewline
121 & 84.65 & 84.748891592517 & 0.0100263622185186 & -0.0988915925169617 & -0.285972213487328 \tabularnewline
122 & 83.23 & 83.2782898489723 & 0.0042475094735311 & -0.0482898489723367 & -0.268811506183479 \tabularnewline
123 & 81.7 & 81.6515150755075 & 0.00338345287700638 & 0.0484849244925458 & -0.302639940643098 \tabularnewline
124 & 80.25 & 80.2583912894687 & 0.00297084977715473 & -0.0083912894686714 & -0.259126513885407 \tabularnewline
125 & 78.8 & 78.8231422138471 & 0.00250312566180811 & -0.0231422138471043 & -0.266866080925197 \tabularnewline
126 & 77.51 & 77.4881274470096 & 0.00206387239760586 & 0.0218725529903641 & -0.248180548376438 \tabularnewline
127 & 76.2 & 76.2105667361043 & 0.00164397685282447 & -0.010566736104303 & -0.23743826325907 \tabularnewline
128 & 75.04 & 75.0575612088628 & 0.00126528209603425 & -0.0175612088627815 & -0.214248738126232 \tabularnewline
129 & 74 & 73.9912850767563 & 0.000915416613937658 & 0.0087149232437046 & -0.198085524476121 \tabularnewline
130 & 75.49 & 75.4922397151251 & 0.00141040989815778 & -0.00223971512512145 & 0.278337393452725 \tabularnewline
131 & 77.14 & 77.1059966880661 & 0.00198466736983561 & 0.0340033119338713 & 0.299185301805524 \tabularnewline
132 & 76.15 & 76.1709857989088 & 0.0018341228189867 & -0.0209857989088412 & -0.173843466980378 \tabularnewline
133 & 76.27 & 76.2741416729976 & 0.00150772733168262 & -0.0041416729975733 & 0.0191193569224496 \tabularnewline
134 & 78.19 & 78.2190673957569 & 0.00841260625087531 & -0.0290673957568898 & 0.35355958128638 \tabularnewline
135 & 76.49 & 76.4458317648925 & 0.00748810379631274 & 0.044168235107492 & -0.330582232689882 \tabularnewline
136 & 77.31 & 77.3000758931629 & 0.00771693086561794 & 0.009924106837063 & 0.157116515065728 \tabularnewline
137 & 76.65 & 76.6682393586293 & 0.00752494068675171 & -0.0182393586292836 & -0.118669645486499 \tabularnewline
138 & 74.99 & 74.9672408356349 & 0.00700530823351964 & 0.0227591643651134 & -0.317017918580662 \tabularnewline
139 & 73.51 & 73.5164076344512 & 0.00656229034645827 & -0.00640763445116689 & -0.270503122780065 \tabularnewline
140 & 72.07 & 72.0798843461897 & 0.00612400786537503 & -0.00988434618967135 & -0.267765683657409 \tabularnewline
141 & 70.59 & 70.5880892630272 & 0.00566943156964636 & 0.0019107369728281 & -0.277940023158344 \tabularnewline
142 & 71.96 & 71.9569809859349 & 0.00608707504950347 & 0.00301901406507704 & 0.252947627381919 \tabularnewline
143 & 76.29 & 76.2217979620932 & 0.00750660857100955 & 0.0682020379067707 & 0.790237563277179 \tabularnewline
144 & 74.86 & 74.8915352978495 & 0.00734265357752104 & -0.0315352978494925 & -0.248196105869012 \tabularnewline
145 & 74.93 & 75.0019460627525 & 0.00704122359921224 & -0.0719460627524392 & 0.0194177063120077 \tabularnewline
146 & 71.9 & 71.94040621896 & -0.00295154510374679 & -0.0404062189600354 & -0.559229405229886 \tabularnewline
147 & 71.01 & 70.9846079150508 & -0.00343885020945372 & 0.0253920849492447 & -0.176795858136557 \tabularnewline
148 & 77.47 & 77.4266032754102 & -0.00183145695501842 & 0.043396724589844 & 1.19594583633742 \tabularnewline
149 & 75.78 & 75.8232645514856 & -0.00227847264994594 & -0.0432645514856245 & -0.297157904155159 \tabularnewline
150 & 76.6 & 76.5734808669709 & -0.00206486191601817 & 0.0265191330290804 & 0.139624602849471 \tabularnewline
151 & 76.07 & 76.0835746663202 & -0.00220323398705648 & -0.0135746663202313 & -0.0905184410263142 \tabularnewline
152 & 74.57 & 74.5854868321155 & -0.0026272410112343 & -0.0154868321154894 & -0.27755977166456 \tabularnewline
153 & 73.02 & 73.0340882939408 & -0.00306588146503373 & -0.0140882939408051 & -0.287372773892674 \tabularnewline
154 & 72.65 & 72.6825586525051 & -0.00316582390963827 & -0.0325586525050981 & -0.0646572813799503 \tabularnewline
155 & 73.16 & 73.0925555662642 & -0.00303603127090986 & 0.067444433735784 & 0.0766646561031032 \tabularnewline
156 & 71.53 & 71.5825160576209 & -0.00317023769246441 & -0.0525160576209094 & -0.279590478814507 \tabularnewline
157 & 69.78 & 69.788209094608 & 0.00161625146301397 & -0.00820909460802852 & -0.336982537667032 \tabularnewline
158 & 67.98 & 68.0103553892504 & -0.00372565521448354 & -0.030355389250416 & -0.324781261174964 \tabularnewline
159 & 69.96 & 69.9601273211781 & -0.00273636860032721 & -0.000127321178136527 & 0.362454500481504 \tabularnewline
160 & 72.16 & 72.095210836353 & -0.00224037761462732 & 0.0647891636469993 & 0.396667804371765 \tabularnewline
161 & 70.47 & 70.5344204787827 & -0.00264735058777685 & -0.0644204787827548 & -0.289184741518323 \tabularnewline
162 & 68.86 & 68.8428286066628 & -0.00309781708727573 & 0.0171713933372142 & -0.31337915718835 \tabularnewline
163 & 67.37 & 67.3844961719938 & -0.003485676558084 & -0.0144961719938059 & -0.270014921340665 \tabularnewline
164 & 65.87 & 65.8844481277128 & -0.00388422458285308 & -0.0144481277127733 & -0.277683149580409 \tabularnewline
165 & 72.16 & 72.125738685043 & -0.00222239621268142 & 0.0342613149569897 & 1.15877522691333 \tabularnewline
166 & 71.34 & 71.3947849507793 & -0.00241947349833825 & -0.0547849507792599 & -0.13521468738312 \tabularnewline
167 & 69.93 & 69.86624397002 & -0.00287387625882778 & 0.0637560299799826 & -0.283178444763053 \tabularnewline
168 & 68.44 & 68.4897939770082 & -0.00295533403688985 & -0.049793977008185 & -0.254833492479848 \tabularnewline
169 & 67.16 & 67.1458538052138 & 0.00033688004337321 & 0.0141461947861556 & -0.251992857312426 \tabularnewline
170 & 66.01 & 66.0533660880442 & -0.00270223400321091 & -0.0433660880441964 & -0.199715877472257 \tabularnewline
171 & 67.25 & 67.2559247925737 & -0.00209569605466011 & -0.00592479257368712 & 0.223621364858848 \tabularnewline
172 & 70.91 & 70.8149470250639 & -0.00132129217420164 & 0.0950529749361422 & 0.660753219649584 \tabularnewline
173 & 69.75 & 69.8200715254179 & -0.00156527324732332 & -0.0700715254179406 & -0.18434994776401 \tabularnewline
174 & 68.59 & 68.5711004679185 & -0.00187965826184188 & 0.0188995320814664 & -0.231451119623864 \tabularnewline
175 & 67.48 & 67.4759463936469 & -0.00215505692288403 & 0.00405360635312739 & -0.202852681034778 \tabularnewline
176 & 66.31 & 66.3711354659914 & -0.00243254269832806 & -0.0611354659913631 & -0.204593350366312 \tabularnewline
177 & 64.81 & 64.7833585692175 & -0.00283121651612736 & 0.0266414307825465 & -0.294154186783525 \tabularnewline
178 & 66.58 & 66.6112006398284 & -0.00236144806603267 & -0.0312006398284342 & 0.339675667434884 \tabularnewline
179 & 65.97 & 65.9082498477801 & -0.00256006838524618 & 0.0617501522198865 & -0.129996619160251 \tabularnewline
180 & 64.7 & 64.7494637722084 & -0.00259785235571963 & -0.0494637722083869 & -0.214507895311169 \tabularnewline
181 & 64.7 & 64.6468451193999 & -0.00237122033866472 & 0.0531548806001448 & -0.01877609854062 \tabularnewline
182 & 60.94 & 61.0116586311456 & -0.0117700169835766 & -0.071658631145636 & -0.664656926892122 \tabularnewline
183 & 59.08 & 59.1312917852176 & -0.0127069407056648 & -0.0512917852176143 & -0.34668843029779 \tabularnewline
184 & 58.42 & 58.3336069762952 & -0.0128680612150155 & 0.0863930237047926 & -0.145649137437952 \tabularnewline
185 & 57.77 & 57.8466736315062 & -0.0129780325163541 & -0.0766736315062237 & -0.0879603314968962 \tabularnewline
186 & 57.11 & 57.1015698301322 & -0.0131532569256104 & 0.00843016986777932 & -0.135842125586029 \tabularnewline
187 & 53.31 & 53.3389369752552 & -0.0140504644830202 & -0.0289369752551555 & -0.695696496915525 \tabularnewline
188 & 49.96 & 50.0347593953784 & -0.0148368063491385 & -0.0747593953783807 & -0.610465950541696 \tabularnewline
189 & 49.4 & 49.3965715726322 & -0.0149857082072377 & 0.00342842736775933 & -0.115659512111121 \tabularnewline
190 & 48.84 & 48.883414856913 & -0.0151076780251379 & -0.0434148569129547 & -0.0924335594569114 \tabularnewline
191 & 48.3 & 48.2492217446267 & -0.0152754104454413 & 0.0507782553733322 & -0.114872712418622 \tabularnewline
192 & 47.74 & 47.8005590512472 & -0.0152791861029547 & -0.0605590512472494 & -0.0804034117336764 \tabularnewline
193 & 47.24 & 47.0593732184004 & -0.0137551953607748 & 0.180626781599643 & -0.136144354392723 \tabularnewline
194 & 46.76 & 46.8198995379388 & -0.0143004927329647 & -0.0598995379388031 & -0.041338630349228 \tabularnewline
195 & 46.29 & 46.3417077193378 & -0.0145326885065218 & -0.0517077193377983 & -0.0860659601095553 \tabularnewline
196 & 48.9 & 48.7936505617767 & -0.0140516966171063 & 0.10634943822332 & 0.457641383866322 \tabularnewline
197 & 49.23 & 49.3122560973519 & -0.0139345117664006 & -0.0822560973519054 & 0.098831218138025 \tabularnewline
198 & 48.53 & 48.5099976844662 & -0.0141144568093084 & 0.0200023155337936 & -0.146268587690521 \tabularnewline
199 & 48.03 & 48.0383081048882 & -0.0142189299358622 & -0.00830810488818951 & -0.0849002242358415 \tabularnewline
200 & 54.34 & 54.3594092196705 & -0.0127745444704859 & -0.0194092196704754 & 1.17547915052407 \tabularnewline
201 & 53.79 & 53.800609139895 & -0.0128990012463439 & -0.0106091398949548 & -0.101311620120948 \tabularnewline
202 & 53.24 & 53.2818722666277 & -0.0130177427762898 & -0.0418722666276986 & -0.0938556861236674 \tabularnewline
203 & 52.96 & 52.9065740848509 & -0.0131118226646962 & 0.0534259151490713 & -0.0672216488528649 \tabularnewline
204 & 52.17 & 52.229668761008 & -0.0131032216497078 & -0.0596687610079627 & -0.123148736725299 \tabularnewline
205 & 51.7 & 51.5405313449606 & -0.0117837141260529 & 0.159468655039422 & -0.126688003652408 \tabularnewline
206 & 58.55 & 58.5446318249354 & 0.0040943283844319 & 0.00536817506461656 & 1.28605134551367 \tabularnewline
207 & 78.2 & 78.0953843710899 & 0.0138747615923139 & 0.104615628910124 & 3.62642741825252 \tabularnewline
208 & 77.03 & 76.9569612386561 & 0.0136599344455583 & 0.0730387613438602 & -0.213801900344143 \tabularnewline
209 & 76.19 & 76.2461235027764 & 0.0135082484485156 & -0.0561235027763594 & -0.134425366868495 \tabularnewline
210 & 77.15 & 77.0763602329298 & 0.0136867234248373 & 0.0736397670701731 & 0.151538145298633 \tabularnewline
211 & 75.87 & 75.9113111344412 & 0.0134289221688962 & -0.0413111344411972 & -0.218706061149723 \tabularnewline
212 & 95.47 & 95.2985955571017 & 0.0176589411147713 & 0.171404442898268 & 3.59468073294013 \tabularnewline
213 & 109.67 & 109.574522328589 & 0.020772536117982 & 0.0954776714106994 & 2.64551970883106 \tabularnewline
214 & 112.28 & 112.301492979286 & 0.021384241006253 & -0.021492979286051 & 0.5021195980763 \tabularnewline
215 & 112.01 & 111.923698525251 & 0.0212846499606008 & 0.0863014747485119 & -0.0740678568519048 \tabularnewline
216 & 107.93 & 107.994561802383 & 0.0214134838170592 & -0.0645618023825496 & -0.732891741126087 \tabularnewline
217 & 105.96 & 106.160587884909 & 0.0247902365318571 & -0.200587884908593 & -0.347445335586444 \tabularnewline
218 & 105.06 & 105.216414286119 & 0.0227299836733922 & -0.156414286119291 & -0.177758390277288 \tabularnewline
219 & 102.98 & 102.875525169472 & 0.0215466117088637 & 0.104474830527656 & -0.438505600724301 \tabularnewline
220 & 102.2 & 102.112774540177 & 0.0214060023343807 & 0.0872254598225318 & -0.14552113860265 \tabularnewline
221 & 105.23 & 105.253000641904 & 0.0220293363140714 & -0.0230006419038564 & 0.578672350868919 \tabularnewline
222 & 101.85 & 101.748935062639 & 0.021289224473121 & 0.101064937360721 & -0.654238961110096 \tabularnewline
223 & 99.89 & 100.052025532624 & 0.020927995364135 & -0.1620255326235 & -0.318798219481523 \tabularnewline
224 & 96.23 & 96.1904221461407 & 0.0201133639288646 & 0.0395778538593342 & -0.720372929239092 \tabularnewline
225 & 94.76 & 94.6919308432847 & 0.0197945026950813 & 0.0680691567152932 & -0.281765064369404 \tabularnewline
226 & 91.51 & 91.5614204658923 & 0.0191061885018751 & -0.0514204658923149 & -0.584519195738395 \tabularnewline
227 & 91.63 & 91.512148762353 & 0.0190897687565958 & 0.117851237647044 & -0.0126875099565917 \tabularnewline
228 & 91.54 & 91.5907315893188 & 0.0190867654695146 & -0.0507315893187399 & 0.011037299902684 \tabularnewline
229 & 85.23 & 85.5225495136213 & 0.0294436614977616 & -0.292549513621288 & -1.13917627294314 \tabularnewline
230 & 87.83 & 87.9349830809869 & 0.0342161972834156 & -0.10498308098693 & 0.437478850878792 \tabularnewline
231 & 87.38 & 87.2582291055992 & 0.0338598136721368 & 0.121770894400796 & -0.131898576458467 \tabularnewline
232 & 84.44 & 84.3982252200884 & 0.0333581425288441 & 0.0417747799116382 & -0.536935751096356 \tabularnewline
233 & 85.19 & 85.1642000469868 & 0.0334983050047449 & 0.0257999530132253 & 0.135930714266168 \tabularnewline
234 & 84.03 & 83.9238073096713 & 0.0332407275815463 & 0.106192690328657 & -0.236359484939079 \tabularnewline
235 & 86.73 & 86.8242922899073 & 0.0338219791834325 & -0.094292289907263 & 0.531992530892974 \tabularnewline
236 & 102.52 & 102.332106535427 & 0.0369517799894764 & 0.187893464572726 & 2.87106571830269 \tabularnewline
237 & 104.45 & 104.3595014461 & 0.0373549488781292 & 0.090498553899941 & 0.369309591993078 \tabularnewline
238 & 106.98 & 107.000353088788 & 0.0379066638303206 & -0.0203530887883216 & 0.48306108913847 \tabularnewline
239 & 107.02 & 106.901141115316 & 0.0378749272814013 & 0.118858884684365 & -0.0254422500612025 \tabularnewline
240 & 99.26 & 99.3231765138522 & 0.0383832774228738 & -0.063176513852208 & -1.41291195942965 \tabularnewline
241 & 94.45 & 94.9306889904432 & 0.0454468867052449 & -0.480688990443207 & -0.828707250236099 \tabularnewline
242 & 113.44 & 113.384808441131 & 0.0802538121827315 & 0.0551915588685953 & 3.38173943892487 \tabularnewline
243 & 157.33 & 156.761080677381 & 0.101990190597456 & 0.568919322618599 & 8.03207341555131 \tabularnewline
244 & 147.38 & 147.470154905542 & 0.100407490557625 & -0.0901549055418889 & -1.74278476149754 \tabularnewline
245 & 171.89 & 171.550484001198 & 0.104810199111936 & 0.33951599880163 & 4.44925322842845 \tabularnewline
246 & 171.95 & 171.813590617906 & 0.10484111199784 & 0.136409382093907 & 0.0293704337455538 \tabularnewline
247 & 132.71 & 133.216829880777 & 0.0972549100936672 & -0.50682988077704 & -7.18072536092887 \tabularnewline
248 & 126.02 & 125.756837596463 & 0.0957773104158394 & 0.263162403537293 & -1.40217723131318 \tabularnewline
249 & 121.18 & 121.067490686244 & 0.0948395386025376 & 0.112509313755729 & -0.887835727231904 \tabularnewline
250 & 115.45 & 115.466397313253 & 0.0936653195674957 & -0.0163973132530329 & -1.05683920908705 \tabularnewline
251 & 110.48 & 110.26683102945 & 0.0924832045359795 & 0.213168970549609 & -0.982151114443819 \tabularnewline
252 & 117.85 & 117.750199339499 & 0.0918803252466104 & 0.0998006605014708 & 1.3711819436045 \tabularnewline
253 & 117.63 & 118.587259843501 & 0.0907649915728496 & -0.957259843500684 & 0.139296547186552 \tabularnewline
254 & 124.65 & 124.942080235371 & 0.101970220676181 & -0.292080235370822 & 1.15141130268967 \tabularnewline
255 & 109.59 & 109.053306596585 & 0.0939286176254747 & 0.536693403414532 & -2.96646543764007 \tabularnewline
256 & 111.27 & 111.532495560744 & 0.0943211625131568 & -0.262495560744005 & 0.442566317391449 \tabularnewline
257 & 99.78 & 99.6550716575426 & 0.0922069428340656 & 0.124928342457378 & -2.22124036262859 \tabularnewline
258 & 98.21 & 97.7567466565605 & 0.091830652343514 & 0.453253343439474 & -0.369323633386413 \tabularnewline
259 & 99.2 & 99.6335895243269 & 0.0921698187550964 & -0.43358952432687 & 0.331191551783102 \tabularnewline
260 & 97.97 & 97.7062701554476 & 0.091787165569977 & 0.26372984455245 & -0.374696373997493 \tabularnewline
261 & 89.55 & 89.4731093378031 & 0.09020437452317 & 0.0768906621969329 & -1.54461297875641 \tabularnewline
262 & 87.91 & 87.8608487141592 & 0.0898620483145864 & 0.0491512858408307 & -0.315879494265402 \tabularnewline
263 & 93.34 & 93.1345986697253 & 0.0909799582665727 & 0.205401330274653 & 0.961859047548272 \tabularnewline
264 & 94.42 & 94.320785826225 & 0.0908758293074867 & 0.0992141737749779 & 0.203187377000175 \tabularnewline
265 & 93.2 & 94.2585363412416 & 0.0910913932555932 & -1.05853634124158 & -0.0286097108820892 \tabularnewline
266 & 90.29 & 90.4658462021653 & 0.0845062503229946 & -0.175846202165246 & -0.714273568866487 \tabularnewline
267 & 91.46 & 90.971034395203 & 0.0847181626335306 & 0.488965604797019 & 0.0780396611648649 \tabularnewline
268 & 89.98 & 90.1568218216984 & 0.084573025379912 & -0.176821821698391 & -0.166789309556674 \tabularnewline
269 & 88.35 & 88.2285118233316 & 0.084230366553775 & 0.121488176668365 & -0.373469812873825 \tabularnewline
270 & 88.41 & 87.986474406649 & 0.0841705398510133 & 0.423525593351027 & -0.0605356131053543 \tabularnewline
271 & 82.44 & 82.9307232501354 & 0.0832217417207154 & -0.490723250135432 & -0.953659568181984 \tabularnewline
272 & 79.89 & 79.5814555503828 & 0.0825900109396134 & 0.308544449617218 & -0.636862934548727 \tabularnewline
273 & 75.69 & 75.6206074619326 & 0.0818423562408906 & 0.069392538067367 & -0.750218626952637 \tabularnewline
274 & 75.66 & 75.6526380774094 & 0.0818325639176255 & 0.00736192259061765 & -0.00924217721082201 \tabularnewline
275 & 84.5 & 84.2344720007507 & 0.0836035450621474 & 0.265527999249295 & 1.57715091991163 \tabularnewline
276 & 96.73 & 96.5419616812989 & 0.0822909393077657 & 0.188038318701088 & 2.26783758072705 \tabularnewline
277 & 87.48 & 88.6268575608152 & 0.0928971632297224 & -1.14685756081517 & -1.49355210258212 \tabularnewline
278 & 82.39 & 82.6141634456219 & 0.0830675651959976 & -0.224163445621893 & -1.12344745359544 \tabularnewline
279 & 83.48 & 82.9680919012143 & 0.0832042179468924 & 0.511908098785693 & 0.0502456740409877 \tabularnewline
280 & 79.31 & 79.5049854436507 & 0.0826401703287336 & -0.194985443650729 & -0.65798850715833 \tabularnewline
281 & 78.16 & 78.0569652607618 & 0.0823884932539449 & 0.103034739238225 & -0.2839976805514 \tabularnewline
282 & 72.77 & 72.3616624700258 & 0.0813589942853827 & 0.408337529974226 & -1.07198819979126 \tabularnewline
283 & 72.45 & 72.9010945740076 & 0.0814413074353516 & -0.451094574007601 & 0.0849905396539487 \tabularnewline
284 & 68.46 & 68.1568168687876 & 0.080576853506279 & 0.303183131212394 & -0.89536005064538 \tabularnewline
285 & 67.62 & 67.5209887744573 & 0.080447732402162 & 0.0990112255427146 & -0.132921318087485 \tabularnewline
286 & 68.76 & 68.7921332234074 & 0.0806770503633998 & -0.0321332234074213 & 0.2209241422033 \tabularnewline
287 & 70.07 & 69.9346171228055 & 0.0808908601691973 & 0.135382877194473 & 0.197014506929999 \tabularnewline
288 & 68.55 & 68.3200272655493 & 0.0810919084121531 & 0.229972734450703 & -0.314556078665622 \tabularnewline
289 & 65.3 & 66.3286977994711 & 0.0836848930457007 & -1.02869779947114 & -0.38687538199273 \tabularnewline
290 & 58.96 & 59.252231262877 & 0.072722160280681 & -0.292231262876969 & -1.31809016438533 \tabularnewline
291 & 59.17 & 58.632069934114 & 0.072372131311641 & 0.537930065885958 & -0.128529696231199 \tabularnewline
292 & 62.37 & 62.5320588205738 & 0.0729741137277209 & -0.162058820573758 & 0.710181965073248 \tabularnewline
293 & 66.28 & 66.1078072834595 & 0.0735314540153167 & 0.172192716540544 & 0.649901024152035 \tabularnewline
294 & 55.62 & 55.3534383792308 & 0.0716535836399574 & 0.266561620769197 & -2.00899539504239 \tabularnewline
295 & 55.23 & 55.6191993552839 & 0.071687599218131 & -0.389199355283886 & 0.0360144578702998 \tabularnewline
296 & 55.85 & 55.5422341246763 & 0.0716616318155539 & 0.30776587532373 & -0.0275808649154936 \tabularnewline
297 & 56.75 & 56.6585383491635 & 0.0718455371591816 & 0.0914616508365103 & 0.193821933570072 \tabularnewline
298 & 50.89 & 51.0063798021221 & 0.0707636074619081 & -0.11637980212206 & -1.06204154714951 \tabularnewline
299 & 53.88 & 53.7093163941698 & 0.071275942181165 & 0.170683605830206 & 0.488388611137953 \tabularnewline
300 & 52.95 & 52.725858266736 & 0.0714117484402267 & 0.224141733264043 & -0.195682090279686 \tabularnewline
301 & 55.08 & 55.8750950295814 & 0.067773935607231 & -0.795095029581386 & 0.574344223282273 \tabularnewline
302 & 53.61 & 53.9068253269255 & 0.0648049376348604 & -0.29682532692555 & -0.374966457385883 \tabularnewline
303 & 58.78 & 58.2370900276911 & 0.0669619562913169 & 0.542909972308917 & 0.791225118127575 \tabularnewline
304 & 61.85 & 62.0496260567617 & 0.067546429211102 & -0.19962605676168 & 0.694959255963909 \tabularnewline
305 & 55.91 & 55.7150071519994 & 0.0665588756346031 & 0.19499284800062 & -1.18784874471791 \tabularnewline
306 & 53.32 & 53.073634041166 & 0.0661011197816552 & 0.246365958833991 & -0.502425356438581 \tabularnewline
307 & 46.41 & 46.8571770472486 & 0.0650256947021286 & -0.447177047248558 & -1.16565605077814 \tabularnewline
308 & 44.57 & 44.3002976600665 & 0.0645782945013073 & 0.269702339933536 & -0.486464071479715 \tabularnewline
309 & 50 & 49.7904806528547 & 0.0655130316256101 & 0.209519347145306 & 1.00665944016218 \tabularnewline
310 & 50 & 50.1576075277567 & 0.0655690707403312 & -0.157607527756741 & 0.0559619035267245 \tabularnewline
311 & 53.36 & 53.153657756383 & 0.0661204424920404 & 0.206342243616954 & 0.54373643762645 \tabularnewline
312 & 46.23 & 46.1134843803907 & 0.0671010889002057 & 0.116515619609334 & -1.31842184662265 \tabularnewline
313 & 50.45 & 51.0970016205662 & 0.0616052917450098 & -0.647001620566173 & 0.91711725837044 \tabularnewline
314 & 49.07 & 49.425203462604 & 0.0591946111463971 & -0.355203462604031 & -0.319354919129624 \tabularnewline
315 & 45.85 & 45.4116752573747 & 0.0571336565650908 & 0.438324742625261 & -0.755457611802338 \tabularnewline
316 & 48.45 & 48.5655393205189 & 0.0576145644523759 & -0.11553932051891 & 0.5745716500353 \tabularnewline
317 & 49.96 & 49.7573571430019 & 0.0577844667263534 & 0.202642856998135 & 0.210438128544348 \tabularnewline
318 & 46.53 & 46.2741850226123 & 0.0572002796075284 & 0.255814977387689 & -0.656982170121719 \tabularnewline
319 & 50.51 & 50.8714116204937 & 0.0579605129358862 & -0.36141162049366 & 0.842347815132291 \tabularnewline
320 & 47.58 & 47.4135399128748 & 0.0573735409310909 & 0.166460087125233 & -0.652320653004307 \tabularnewline
321 & 48.05 & 47.8384445975964 & 0.0574356150676256 & 0.211555402403588 & 0.0681911298963737 \tabularnewline
322 & 46.84 & 47.0570620058701 & 0.0572822110089048 & -0.217062005870123 & -0.155635535563093 \tabularnewline
323 & 47.67 & 47.3889819547687 & 0.0573321557722723 & 0.281018045231327 & 0.050957499115431 \tabularnewline
324 & 49.16 & 49.07532745047 & 0.0570937294730703 & 0.0846725495300319 & 0.30223113323589 \tabularnewline
325 & 55.54 & 56.0163126698499 & 0.0498081257690467 & -0.476312669849898 & 1.28371747475547 \tabularnewline
326 & 55.82 & 56.1367531682191 & 0.0499019275583543 & -0.316753168219066 & 0.0130176911943991 \tabularnewline
327 & 58.22 & 57.8070791579578 & 0.0507221733995476 & 0.412920842042226 & 0.300569614799905 \tabularnewline
328 & 56.19 & 56.3502089857326 & 0.0504885428911084 & -0.160208985732617 & -0.279720712701074 \tabularnewline
329 & 57.77 & 57.5161250316468 & 0.0506510773919219 & 0.253874968353158 & 0.20695420217192 \tabularnewline
330 & 63.19 & 62.9400397901912 & 0.0515172588928262 & 0.249960209808757 & 0.996943135770284 \tabularnewline
331 & 54.76 & 55.1877767690393 & 0.0502372490751673 & -0.427776769039266 & -1.44789596149292 \tabularnewline
332 & 55.74 & 55.5665441411023 & 0.0502909900079307 & 0.173455858897734 & 0.060954733084487 \tabularnewline
333 & 62.54 & 62.2526045975586 & 0.0513914715677838 & 0.287395402441359 & 1.23118815465 \tabularnewline
334 & 61.39 & 61.6319105969703 & 0.0512703478298654 & -0.241910596970262 & -0.124699637892283 \tabularnewline
335 & 69.6 & 69.249111843753 & 0.0525999805055083 & 0.350888156247013 & 1.40381098058597 \tabularnewline
336 & 79.23 & 79.1267814638062 & 0.0510877256045938 & 0.103218536193831 & 1.82286153587568 \tabularnewline
337 & 80 & 80.4888871943862 & 0.0497727678354381 & -0.488887194386242 & 0.24440692112797 \tabularnewline
338 & 93.68 & 93.902298056496 & 0.0667400959253026 & -0.222298056495994 & 2.46376858785628 \tabularnewline
339 & 107.63 & 107.066618947121 & 0.0733693485548063 & 0.563381052878718 & 2.42939850151701 \tabularnewline
340 & 100.18 & 100.429840966346 & 0.0723291912555135 & -0.249840966345968 & -1.2450096467122 \tabularnewline
341 & 97.3 & 97.1240950774096 & 0.0718496043412275 & 0.1759049225904 & -0.626760514004386 \tabularnewline
342 & 90.45 & 90.1579073892963 & 0.0707398754245849 & 0.29209261070366 & -1.30581938978643 \tabularnewline
343 & 80.64 & 81.1120326365102 & 0.0692733798628874 & -0.472032636510229 & -1.69147357946099 \tabularnewline
344 & 80.58 & 80.4327081653808 & 0.0691532363217578 & 0.147291834619239 & -0.138892925556213 \tabularnewline
345 & 75.82 & 75.5294293535876 & 0.0683423143702694 & 0.29057064641235 & -0.922574541204049 \tabularnewline
346 & 85.59 & 85.7449509588654 & 0.0701462444398366 & -0.154950958865397 & 1.88272043648673 \tabularnewline
347 & 89.35 & 89.0542411364656 & 0.0706961890953332 & 0.295758863534382 & 0.601000549184852 \tabularnewline
348 & 89.42 & 89.3199718665777 & 0.0706648429817695 & 0.100028133422296 & 0.0361853832925459 \tabularnewline
349 & 104.73 & 105.211934833517 & 0.0556125701894022 & -0.481934833516529 & 2.94866610025816 \tabularnewline
350 & 95.32 & 95.8124030496744 & 0.0441225543248782 & -0.4924030496744 & -1.74372620051519 \tabularnewline
351 & 89.27 & 88.7505503015427 & 0.0405277462656531 & 0.519449698457285 & -1.31802246156659 \tabularnewline
352 & 90.44 & 90.6700606441407 & 0.0408196992348044 & -0.230060644140733 & 0.348628923750941 \tabularnewline
353 & 86.97 & 86.8161632690223 & 0.0402801324195664 & 0.153836730977742 & -0.722616273407783 \tabularnewline
354 & 79.98 & 79.6970639831027 & 0.0391749142116467 & 0.282936016897301 & -1.3283309713385 \tabularnewline
355 & 81.22 & 81.6784530416269 & 0.039481641508363 & -0.458453041626916 & 0.360352951260984 \tabularnewline
356 & 87.35 & 87.0977804269023 & 0.0403298057882801 & 0.252219573097734 & 0.998161329050696 \tabularnewline
357 & 83.64 & 83.5271912516919 & 0.0397499251052653 & 0.112808748308067 & -0.669961565422727 \tabularnewline
358 & 82.22 & 82.4390431247616 & 0.0395519627754404 & -0.219043124761585 & -0.209271558172086 \tabularnewline
359 & 94.4 & 93.9833193859257 & 0.0414383661157971 & 0.416680614074294 & 2.13461316332093 \tabularnewline
360 & 102.18 & 102.183870804155 & 0.0400772349036832 & -0.00387080415502696 & 1.51379921301113 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=181674&T=1

[TABLE]
[ROW][C]Structural Time Series Model[/C][/ROW]
[ROW][C]t[/C][C]Observed[/C][C]Level[/C][C]Slope[/C][C]Seasonal[/C][C]Stand. Residuals[/C][/ROW]
[ROW][C]1[/C][C]87.28[/C][C]87.28[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]87.28[/C][C]87.28[/C][C]0[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]3[/C][C]87.09[/C][C]87.0908679496111[/C][C]-0.000765074039391928[/C][C]-0.000867949611127246[/C][C]-0.0351587333455558[/C][/ROW]
[ROW][C]4[/C][C]86.92[/C][C]86.9214925601054[/C][C]-0.00143601119196239[/C][C]-0.00149256010538037[/C][C]-0.0313433311724051[/C][/ROW]
[ROW][C]5[/C][C]87.59[/C][C]87.5883936420655[/C][C]0.00121854952380462[/C][C]0.00160635793447767[/C][C]0.124237627545562[/C][/ROW]
[ROW][C]6[/C][C]90.72[/C][C]90.7049082803443[/C][C]0.0135432534755767[/C][C]0.0150917196556624[/C][C]0.579099937763819[/C][/ROW]
[ROW][C]7[/C][C]90.69[/C][C]90.6771966612633[/C][C]0.0133806845667[/C][C]0.0128033387367205[/C][C]-0.00766877628634979[/C][/ROW]
[ROW][C]8[/C][C]90.3[/C][C]90.2884058149003[/C][C]0.0118021083777789[/C][C]0.0115941850996777[/C][C]-0.0747581938040917[/C][/ROW]
[ROW][C]9[/C][C]89.55[/C][C]89.5414987232513[/C][C]0.00883571838446217[/C][C]0.00850127674872668[/C][C]-0.141032598881243[/C][/ROW]
[ROW][C]10[/C][C]88.94[/C][C]88.9337603744113[/C][C]0.00643443473152906[/C][C]0.00623962558869596[/C][C]-0.114610952527954[/C][/ROW]
[ROW][C]11[/C][C]88.41[/C][C]88.405814810221[/C][C]0.00436133447956161[/C][C]0.00418518977902913[/C][C]-0.0993316835593877[/C][/ROW]
[ROW][C]12[/C][C]87.82[/C][C]87.818148183285[/C][C]0.00207346752926821[/C][C]0.0018518167149879[/C][C]-0.110046587517822[/C][/ROW]
[ROW][C]13[/C][C]87.07[/C][C]87.3238828615815[/C][C]0.023067658825061[/C][C]-0.253882861581501[/C][C]-0.111452437541687[/C][/ROW]
[ROW][C]14[/C][C]86.82[/C][C]86.8101095739417[/C][C]0.0100810993989592[/C][C]0.00989042605825913[/C][C]-0.0849148923141116[/C][/ROW]
[ROW][C]15[/C][C]86.4[/C][C]86.3909235684807[/C][C]0.00927375283340121[/C][C]0.00907643151934467[/C][C]-0.0797121917054858[/C][/ROW]
[ROW][C]16[/C][C]86.02[/C][C]86.0115499345358[/C][C]0.00857098100924204[/C][C]0.0084500654642198[/C][C]-0.0721684565462332[/C][/ROW]
[ROW][C]17[/C][C]85.66[/C][C]85.653636294949[/C][C]0.00790528808343132[/C][C]0.00636370505095221[/C][C]-0.0680529091510922[/C][/ROW]
[ROW][C]18[/C][C]85.32[/C][C]85.3114742347944[/C][C]0.00727054989245379[/C][C]0.00852576520557499[/C][C]-0.0650042624682727[/C][/ROW]
[ROW][C]19[/C][C]85[/C][C]84.9940367514838[/C][C]0.00668286024575565[/C][C]0.00596324851615573[/C][C]-0.0602951740595785[/C][/ROW]
[ROW][C]20[/C][C]84.67[/C][C]84.6640808931663[/C][C]0.00607467799296156[/C][C]0.00591910683374452[/C][C]-0.0625104862752102[/C][/ROW]
[ROW][C]21[/C][C]83.94[/C][C]83.9360130784032[/C][C]0.00475074508999058[/C][C]0.00398692159679888[/C][C]-0.136322790988143[/C][/ROW]
[ROW][C]22[/C][C]82.83[/C][C]82.8281933330311[/C][C]0.00274796943699586[/C][C]0.00180666696889543[/C][C]-0.206592686660539[/C][/ROW]
[ROW][C]23[/C][C]81.95[/C][C]81.9493753082932[/C][C]0.00116052855706162[/C][C]0.000624691706839185[/C][C]-0.163697930647961[/C][/ROW]
[ROW][C]24[/C][C]81.19[/C][C]81.1905493204265[/C][C]-0.00018812763698712[/C][C]-0.000549320426461557[/C][C]-0.141118939848427[/C][/ROW]
[ROW][C]25[/C][C]80.48[/C][C]80.6048320202487[/C][C]0.0112975953142045[/C][C]-0.124832020248666[/C][C]-0.119760335390071[/C][/ROW]
[ROW][C]26[/C][C]78.86[/C][C]78.8766825735247[/C][C]-0.0156673297553325[/C][C]-0.0166825735246832[/C][C]-0.293415995630341[/C][/ROW]
[ROW][C]27[/C][C]69.47[/C][C]69.5118184400651[/C][C]-0.0274272600143993[/C][C]-0.0418184400650706[/C][C]-1.73553637920796[/C][/ROW]
[ROW][C]28[/C][C]68.77[/C][C]68.7942256329495[/C][C]-0.0282326518346922[/C][C]-0.0242256329495148[/C][C]-0.128116956660781[/C][/ROW]
[ROW][C]29[/C][C]70.06[/C][C]70.0854756846183[/C][C]-0.026675421559756[/C][C]-0.0254756846183377[/C][C]0.244938310839812[/C][/ROW]
[ROW][C]30[/C][C]73.95[/C][C]73.9650534776776[/C][C]-0.0220702370677562[/C][C]-0.0150534776776391[/C][C]0.725125392264601[/C][/ROW]
[ROW][C]31[/C][C]75.8[/C][C]75.8195614046199[/C][C]-0.0198605190528891[/C][C]-0.0195614046198607[/C][C]0.34835261857927[/C][/ROW]
[ROW][C]32[/C][C]77.79[/C][C]77.8050678446345[/C][C]-0.0175019266740244[/C][C]-0.0150678446344649[/C][C]0.372259659968086[/C][/ROW]
[ROW][C]33[/C][C]81.57[/C][C]81.5779534715307[/C][C]-0.0130491501450132[/C][C]-0.00795347153068243[/C][C]0.703615564743404[/C][/ROW]
[ROW][C]34[/C][C]83.07[/C][C]83.0811338910987[/C][C]-0.0112699887617695[/C][C]-0.0111338910986914[/C][C]0.281459879953323[/C][/ROW]
[ROW][C]35[/C][C]84.34[/C][C]84.3485687604573[/C][C]-0.00976191220105725[/C][C]-0.00856876045730498[/C][C]0.237369414631001[/C][/ROW]
[ROW][C]36[/C][C]85.1[/C][C]85.1083092535442[/C][C]-0.00888968618602316[/C][C]-0.0083092535442506[/C][C]0.142839454105066[/C][/ROW]
[ROW][C]37[/C][C]85.25[/C][C]85.1496838214243[/C][C]-0.00953047942484205[/C][C]0.100316178575657[/C][C]0.00995585131106622[/C][/ROW]
[ROW][C]38[/C][C]84.26[/C][C]84.2673097469215[/C][C]-0.0194745514604324[/C][C]-0.00730974692147103[/C][C]-0.151328285222069[/C][/ROW]
[ROW][C]39[/C][C]83.63[/C][C]83.6632454969613[/C][C]-0.0200415152917573[/C][C]-0.0332454969613443[/C][C]-0.108503847717943[/C][/ROW]
[ROW][C]40[/C][C]86.44[/C][C]86.4473088588784[/C][C]-0.0176318166782179[/C][C]-0.00730885887839463[/C][C]0.520453053196388[/C][/ROW]
[ROW][C]41[/C][C]85.3[/C][C]85.3269382317491[/C][C]-0.018598039863687[/C][C]-0.0269382317490852[/C][C]-0.204672627475805[/C][/ROW]
[ROW][C]42[/C][C]84.1[/C][C]84.1163086854021[/C][C]-0.0196419090875239[/C][C]-0.0163086854020607[/C][C]-0.221245621338218[/C][/ROW]
[ROW][C]43[/C][C]83.36[/C][C]83.3818357026346[/C][C]-0.0202673255461222[/C][C]-0.0218357026346016[/C][C]-0.132675339464718[/C][/ROW]
[ROW][C]44[/C][C]82.48[/C][C]82.5051317968973[/C][C]-0.0210159792133529[/C][C]-0.0251317968972917[/C][C]-0.158957794201605[/C][/ROW]
[ROW][C]45[/C][C]81.58[/C][C]81.599704120999[/C][C]-0.0217884037493095[/C][C]-0.0197041209990089[/C][C]-0.164150015203351[/C][/ROW]
[ROW][C]46[/C][C]80.47[/C][C]80.4958992536082[/C][C]-0.0227326946478418[/C][C]-0.0258992536082165[/C][C]-0.200826117649317[/C][/ROW]
[ROW][C]47[/C][C]79.34[/C][C]79.3654806422711[/C][C]-0.0237103916925452[/C][C]-0.025480642271123[/C][C]-0.205592608000261[/C][/ROW]
[ROW][C]48[/C][C]82.13[/C][C]82.1440528084183[/C][C]-0.0214228475682487[/C][C]-0.0140528084183389[/C][C]0.520090964710601[/C][/ROW]
[ROW][C]49[/C][C]81.69[/C][C]81.5236216609352[/C][C]-0.0157767520869262[/C][C]0.166378339064836[/C][C]-0.116724396868729[/C][/ROW]
[ROW][C]50[/C][C]80.7[/C][C]80.7086290295359[/C][C]-0.0229655513226577[/C][C]-0.00862902953584757[/C][C]-0.140692750381252[/C][/ROW]
[ROW][C]51[/C][C]79.88[/C][C]79.9249442719257[/C][C]-0.0235807074612762[/C][C]-0.0449442719256846[/C][C]-0.141182245491479[/C][/ROW]
[ROW][C]52[/C][C]79.16[/C][C]79.1735052957699[/C][C]-0.0240746153180776[/C][C]-0.0135052957698984[/C][C]-0.135081404989503[/C][/ROW]
[ROW][C]53[/C][C]78.38[/C][C]78.4122142956439[/C][C]-0.0245895513127949[/C][C]-0.0322142956438741[/C][C]-0.136818101654681[/C][/ROW]
[ROW][C]54[/C][C]77.42[/C][C]77.442847339914[/C][C]-0.0252494492962177[/C][C]-0.0228473399140003[/C][C]-0.175338784694431[/C][/ROW]
[ROW][C]55[/C][C]76.47[/C][C]76.497865600586[/C][C]-0.0258913676217979[/C][C]-0.0278656005860393[/C][C]-0.170690685775525[/C][/ROW]
[ROW][C]56[/C][C]75.46[/C][C]75.4913596198115[/C][C]-0.0265752990592093[/C][C]-0.0313596198115363[/C][C]-0.181989631077212[/C][/ROW]
[ROW][C]57[/C][C]74.48[/C][C]74.5052914499472[/C][C]-0.0272440139550675[/C][C]-0.025291449947176[/C][C]-0.178069657018463[/C][/ROW]
[ROW][C]58[/C][C]78.27[/C][C]78.2826148527861[/C][C]-0.0245934719563128[/C][C]-0.0126148527860754[/C][C]0.706079223985057[/C][/ROW]
[ROW][C]59[/C][C]80.7[/C][C]80.7278014988549[/C][C]-0.0228398575134613[/C][C]-0.0278014988548706[/C][C]0.458366085142995[/C][/ROW]
[ROW][C]60[/C][C]79.91[/C][C]79.9291291379752[/C][C]-0.023323520081555[/C][C]-0.0191291379752397[/C][C]-0.143976544919113[/C][/ROW]
[ROW][C]61[/C][C]78.75[/C][C]78.608433672671[/C][C]-0.0136416004844679[/C][C]0.141566327328958[/C][C]-0.250315224497275[/C][/ROW]
[ROW][C]62[/C][C]77.78[/C][C]77.7852565446934[/C][C]-0.0196496667244079[/C][C]-0.0052565446933657[/C][C]-0.143903462693051[/C][/ROW]
[ROW][C]63[/C][C]81.14[/C][C]81.1656730582799[/C][C]-0.0172396407004575[/C][C]-0.0256730582798975[/C][C]0.630983099381092[/C][/ROW]
[ROW][C]64[/C][C]81.08[/C][C]81.0892689004698[/C][C]-0.0172727476940381[/C][C]-0.00926890046982866[/C][C]-0.0109795584011543[/C][/ROW]
[ROW][C]65[/C][C]80.03[/C][C]80.0569710794144[/C][C]-0.0178636161644899[/C][C]-0.0269710794144405[/C][C]-0.188364972761788[/C][/ROW]
[ROW][C]66[/C][C]78.91[/C][C]78.9269891143976[/C][C]-0.0185114544901417[/C][C]-0.0169891143976142[/C][C]-0.20638319773122[/C][/ROW]
[ROW][C]67[/C][C]78.01[/C][C]78.0307989959979[/C][C]-0.0190223735508344[/C][C]-0.0207989959979201[/C][C]-0.162876639354181[/C][/ROW]
[ROW][C]68[/C][C]76.9[/C][C]76.9211278048732[/C][C]-0.0196568940716145[/C][C]-0.0211278048731421[/C][C]-0.202398886143213[/C][/ROW]
[ROW][C]69[/C][C]75.97[/C][C]75.9978099254962[/C][C]-0.0201822919778719[/C][C]-0.0278099254962274[/C][C]-0.16769828814542[/C][/ROW]
[ROW][C]70[/C][C]81.93[/C][C]81.9223207058418[/C][C]-0.0167256963695386[/C][C]0.00767929415816492[/C][C]1.10319583308792[/C][/ROW]
[ROW][C]71[/C][C]80.27[/C][C]80.3028164537359[/C][C]-0.0176839285540262[/C][C]-0.0328164537359336[/C][C]-0.297443265701521[/C][/ROW]
[ROW][C]72[/C][C]78.67[/C][C]78.6851757161015[/C][C]-0.0184701178802735[/C][C]-0.0151757161014783[/C][C]-0.29689435818632[/C][/ROW]
[ROW][C]73[/C][C]77.42[/C][C]77.3132260078048[/C][C]-0.010126972793432[/C][C]0.106773992195177[/C][C]-0.259402367711233[/C][/ROW]
[ROW][C]74[/C][C]76.16[/C][C]76.1760365548598[/C][C]-0.0172374361173864[/C][C]-0.0160365548598391[/C][C]-0.201707481562972[/C][/ROW]
[ROW][C]75[/C][C]74.7[/C][C]74.7314230071711[/C][C]-0.0181554979295448[/C][C]-0.0314230071710839[/C][C]-0.264880772292402[/C][/ROW]
[ROW][C]76[/C][C]76.39[/C][C]76.3895307364716[/C][C]-0.0173586740716758[/C][C]0.000469263528430773[/C][C]0.31106279453179[/C][/ROW]
[ROW][C]77[/C][C]76.04[/C][C]76.0671219215128[/C][C]-0.0175112456382194[/C][C]-0.0271219215128107[/C][C]-0.0566078783024626[/C][/ROW]
[ROW][C]78[/C][C]74.65[/C][C]74.6697556071796[/C][C]-0.0182025495087348[/C][C]-0.0197556071796044[/C][C]-0.256058445917016[/C][/ROW]
[ROW][C]79[/C][C]73.29[/C][C]73.3112579470291[/C][C]-0.0188735835184526[/C][C]-0.0212579470290569[/C][C]-0.248717311027464[/C][/ROW]
[ROW][C]80[/C][C]71.79[/C][C]71.8060296513544[/C][C]-0.0196173592487417[/C][C]-0.0160296513544164[/C][C]-0.275821419673044[/C][/ROW]
[ROW][C]81[/C][C]74.39[/C][C]74.4248134968045[/C][C]-0.0182978947327035[/C][C]-0.0348134968044603[/C][C]0.489605495607751[/C][/ROW]
[ROW][C]82[/C][C]74.91[/C][C]74.9015902025445[/C][C]-0.018050120341929[/C][C]0.0084097974554584[/C][C]0.091870543911452[/C][/ROW]
[ROW][C]83[/C][C]74.54[/C][C]74.5716071841661[/C][C]-0.0182121918984911[/C][C]-0.0316071841660543[/C][C]-0.0578862711326891[/C][/ROW]
[ROW][C]84[/C][C]73.08[/C][C]73.0969226000805[/C][C]-0.018785759732373[/C][C]-0.0169226000804743[/C][C]-0.270254969857113[/C][/ROW]
[ROW][C]85[/C][C]72.75[/C][C]72.5765947677391[/C][C]-0.0161576632211953[/C][C]0.173405232260878[/C][C]-0.0956616128095288[/C][/ROW]
[ROW][C]86[/C][C]71.32[/C][C]71.3371785929978[/C][C]-0.0228602136473262[/C][C]-0.0171785929978272[/C][C]-0.220017673501349[/C][/ROW]
[ROW][C]87[/C][C]70.38[/C][C]70.4255124341904[/C][C]-0.0233920951733336[/C][C]-0.0455124341904219[/C][C]-0.164931912692778[/C][/ROW]
[ROW][C]88[/C][C]70.35[/C][C]70.3551104511244[/C][C]-0.023411497194124[/C][C]-0.00511045112439093[/C][C]-0.00872332406549352[/C][/ROW]
[ROW][C]89[/C][C]70.01[/C][C]70.040882695102[/C][C]-0.0235392739182725[/C][C]-0.0308826951020025[/C][C]-0.053964879870716[/C][/ROW]
[ROW][C]90[/C][C]69.36[/C][C]69.3843964284963[/C][C]-0.0238182189784994[/C][C]-0.0243964284963154[/C][C]-0.117451855207506[/C][/ROW]
[ROW][C]91[/C][C]67.77[/C][C]67.7940115691002[/C][C]-0.0245081424371202[/C][C]-0.0240115691002232[/C][C]-0.290697553625766[/C][/ROW]
[ROW][C]92[/C][C]69.26[/C][C]69.2809091649113[/C][C]-0.0238428277657873[/C][C]-0.0209091649112965[/C][C]0.280461676340344[/C][/ROW]
[ROW][C]93[/C][C]69.8[/C][C]69.8418643555004[/C][C]-0.0235855583321042[/C][C]-0.0418643555004035[/C][C]0.108517123987578[/C][/ROW]
[ROW][C]94[/C][C]68.38[/C][C]68.3850635813585[/C][C]-0.0242171493654372[/C][C]-0.00506358135846506[/C][C]-0.265952530574463[/C][/ROW]
[ROW][C]95[/C][C]67.62[/C][C]67.6546507164093[/C][C]-0.024543492887278[/C][C]-0.0346507164092581[/C][C]-0.131047204185873[/C][/ROW]
[ROW][C]96[/C][C]68.39[/C][C]68.4065175586102[/C][C]-0.0242968057315144[/C][C]-0.0165175586102518[/C][C]0.144060711484788[/C][/ROW]
[ROW][C]97[/C][C]66.95[/C][C]66.7721486315109[/C][C]-0.0169749689627615[/C][C]0.177851368489082[/C][C]-0.305979225108874[/C][/ROW]
[ROW][C]98[/C][C]65.21[/C][C]65.2287984106968[/C][C]-0.0243569664020488[/C][C]-0.0187984106968339[/C][C]-0.275591137143717[/C][/ROW]
[ROW][C]99[/C][C]66.64[/C][C]66.6769190832597[/C][C]-0.0235217282010486[/C][C]-0.0369190832596937[/C][C]0.27323395211096[/C][/ROW]
[ROW][C]100[/C][C]63.45[/C][C]63.4727563619736[/C][C]-0.024680913644958[/C][C]-0.0227563619735732[/C][C]-0.590197618235266[/C][/ROW]
[ROW][C]101[/C][C]60.66[/C][C]60.700447961378[/C][C]-0.0257595006886806[/C][C]-0.0404479613779912[/C][C]-0.509847521920269[/C][/ROW]
[ROW][C]102[/C][C]62.34[/C][C]62.3454413035275[/C][C]-0.0251004857829801[/C][C]-0.00544130352752299[/C][C]0.310023560026418[/C][/ROW]
[ROW][C]103[/C][C]60.32[/C][C]60.3621717936555[/C][C]-0.0258723060576368[/C][C]-0.0421717936555239[/C][C]-0.363356254483102[/C][/ROW]
[ROW][C]104[/C][C]58.64[/C][C]58.6726973867658[/C][C]-0.0265277215544269[/C][C]-0.0326973867657965[/C][C]-0.308696628769886[/C][/ROW]
[ROW][C]105[/C][C]60.46[/C][C]60.4881386473991[/C][C]-0.0258024970672819[/C][C]-0.0281386473990731[/C][C]0.341794177477393[/C][/ROW]
[ROW][C]106[/C][C]58.59[/C][C]58.6046967148929[/C][C]-0.0265360947267126[/C][C]-0.0146967148929284[/C][C]-0.344702371756785[/C][/ROW]
[ROW][C]107[/C][C]61.87[/C][C]61.8929354803769[/C][C]-0.0251494827147329[/C][C]-0.0229354803768581[/C][C]0.615103155904218[/C][/ROW]
[ROW][C]108[/C][C]61.85[/C][C]61.8668133786778[/C][C]-0.0251497317581892[/C][C]-0.0168133786778396[/C][C]-0.000180461003410912[/C][/ROW]
[ROW][C]109[/C][C]67.44[/C][C]66.9291824531667[/C][C]-0.0455425877216431[/C][C]0.510817546833276[/C][C]0.964071751363472[/C][/ROW]
[ROW][C]110[/C][C]77.06[/C][C]77.0359873912155[/C][C]-0.00165560532043571[/C][C]0.0240126087844745[/C][C]1.83862033149903[/C][/ROW]
[ROW][C]111[/C][C]91.74[/C][C]91.676143660229[/C][C]0.00632805506509334[/C][C]0.0638563397709598[/C][C]2.71688034493591[/C][/ROW]
[ROW][C]112[/C][C]93.15[/C][C]93.142930729144[/C][C]0.00680454560459232[/C][C]0.00706927085605106[/C][C]0.270996901615592[/C][/ROW]
[ROW][C]113[/C][C]94.15[/C][C]94.1660355139789[/C][C]0.00716573869474517[/C][C]-0.0160355139789264[/C][C]0.18858039115778[/C][/ROW]
[ROW][C]114[/C][C]93.11[/C][C]93.0840152711661[/C][C]0.00677590676104383[/C][C]0.0259847288338702[/C][C]-0.202104784715947[/C][/ROW]
[ROW][C]115[/C][C]91.51[/C][C]91.5161865575487[/C][C]0.00621277712748513[/C][C]-0.00618655754865543[/C][C]-0.292177021222915[/C][/ROW]
[ROW][C]116[/C][C]89.96[/C][C]89.9765637312168[/C][C]0.00566019454013343[/C][C]-0.0165637312168472[/C][C]-0.286838740904299[/C][/ROW]
[ROW][C]117[/C][C]88.16[/C][C]88.1507938333299[/C][C]0.00500597163180291[/C][C]0.00920616667010671[/C][C]-0.339832384473486[/C][/ROW]
[ROW][C]118[/C][C]86.98[/C][C]86.9812054263046[/C][C]0.00458440185926733[/C][C]-0.00120542630464221[/C][C]-0.217953093016741[/C][/ROW]
[ROW][C]119[/C][C]88.03[/C][C]88.005230109234[/C][C]0.00497576024754909[/C][C]0.0247698907660439[/C][C]0.189168562954034[/C][/ROW]
[ROW][C]120[/C][C]86.24[/C][C]86.2568754526557[/C][C]0.00461705837539311[/C][C]-0.0168754526557018[/C][C]-0.325307027133299[/C][/ROW]
[ROW][C]121[/C][C]84.65[/C][C]84.748891592517[/C][C]0.0100263622185186[/C][C]-0.0988915925169617[/C][C]-0.285972213487328[/C][/ROW]
[ROW][C]122[/C][C]83.23[/C][C]83.2782898489723[/C][C]0.0042475094735311[/C][C]-0.0482898489723367[/C][C]-0.268811506183479[/C][/ROW]
[ROW][C]123[/C][C]81.7[/C][C]81.6515150755075[/C][C]0.00338345287700638[/C][C]0.0484849244925458[/C][C]-0.302639940643098[/C][/ROW]
[ROW][C]124[/C][C]80.25[/C][C]80.2583912894687[/C][C]0.00297084977715473[/C][C]-0.0083912894686714[/C][C]-0.259126513885407[/C][/ROW]
[ROW][C]125[/C][C]78.8[/C][C]78.8231422138471[/C][C]0.00250312566180811[/C][C]-0.0231422138471043[/C][C]-0.266866080925197[/C][/ROW]
[ROW][C]126[/C][C]77.51[/C][C]77.4881274470096[/C][C]0.00206387239760586[/C][C]0.0218725529903641[/C][C]-0.248180548376438[/C][/ROW]
[ROW][C]127[/C][C]76.2[/C][C]76.2105667361043[/C][C]0.00164397685282447[/C][C]-0.010566736104303[/C][C]-0.23743826325907[/C][/ROW]
[ROW][C]128[/C][C]75.04[/C][C]75.0575612088628[/C][C]0.00126528209603425[/C][C]-0.0175612088627815[/C][C]-0.214248738126232[/C][/ROW]
[ROW][C]129[/C][C]74[/C][C]73.9912850767563[/C][C]0.000915416613937658[/C][C]0.0087149232437046[/C][C]-0.198085524476121[/C][/ROW]
[ROW][C]130[/C][C]75.49[/C][C]75.4922397151251[/C][C]0.00141040989815778[/C][C]-0.00223971512512145[/C][C]0.278337393452725[/C][/ROW]
[ROW][C]131[/C][C]77.14[/C][C]77.1059966880661[/C][C]0.00198466736983561[/C][C]0.0340033119338713[/C][C]0.299185301805524[/C][/ROW]
[ROW][C]132[/C][C]76.15[/C][C]76.1709857989088[/C][C]0.0018341228189867[/C][C]-0.0209857989088412[/C][C]-0.173843466980378[/C][/ROW]
[ROW][C]133[/C][C]76.27[/C][C]76.2741416729976[/C][C]0.00150772733168262[/C][C]-0.0041416729975733[/C][C]0.0191193569224496[/C][/ROW]
[ROW][C]134[/C][C]78.19[/C][C]78.2190673957569[/C][C]0.00841260625087531[/C][C]-0.0290673957568898[/C][C]0.35355958128638[/C][/ROW]
[ROW][C]135[/C][C]76.49[/C][C]76.4458317648925[/C][C]0.00748810379631274[/C][C]0.044168235107492[/C][C]-0.330582232689882[/C][/ROW]
[ROW][C]136[/C][C]77.31[/C][C]77.3000758931629[/C][C]0.00771693086561794[/C][C]0.009924106837063[/C][C]0.157116515065728[/C][/ROW]
[ROW][C]137[/C][C]76.65[/C][C]76.6682393586293[/C][C]0.00752494068675171[/C][C]-0.0182393586292836[/C][C]-0.118669645486499[/C][/ROW]
[ROW][C]138[/C][C]74.99[/C][C]74.9672408356349[/C][C]0.00700530823351964[/C][C]0.0227591643651134[/C][C]-0.317017918580662[/C][/ROW]
[ROW][C]139[/C][C]73.51[/C][C]73.5164076344512[/C][C]0.00656229034645827[/C][C]-0.00640763445116689[/C][C]-0.270503122780065[/C][/ROW]
[ROW][C]140[/C][C]72.07[/C][C]72.0798843461897[/C][C]0.00612400786537503[/C][C]-0.00988434618967135[/C][C]-0.267765683657409[/C][/ROW]
[ROW][C]141[/C][C]70.59[/C][C]70.5880892630272[/C][C]0.00566943156964636[/C][C]0.0019107369728281[/C][C]-0.277940023158344[/C][/ROW]
[ROW][C]142[/C][C]71.96[/C][C]71.9569809859349[/C][C]0.00608707504950347[/C][C]0.00301901406507704[/C][C]0.252947627381919[/C][/ROW]
[ROW][C]143[/C][C]76.29[/C][C]76.2217979620932[/C][C]0.00750660857100955[/C][C]0.0682020379067707[/C][C]0.790237563277179[/C][/ROW]
[ROW][C]144[/C][C]74.86[/C][C]74.8915352978495[/C][C]0.00734265357752104[/C][C]-0.0315352978494925[/C][C]-0.248196105869012[/C][/ROW]
[ROW][C]145[/C][C]74.93[/C][C]75.0019460627525[/C][C]0.00704122359921224[/C][C]-0.0719460627524392[/C][C]0.0194177063120077[/C][/ROW]
[ROW][C]146[/C][C]71.9[/C][C]71.94040621896[/C][C]-0.00295154510374679[/C][C]-0.0404062189600354[/C][C]-0.559229405229886[/C][/ROW]
[ROW][C]147[/C][C]71.01[/C][C]70.9846079150508[/C][C]-0.00343885020945372[/C][C]0.0253920849492447[/C][C]-0.176795858136557[/C][/ROW]
[ROW][C]148[/C][C]77.47[/C][C]77.4266032754102[/C][C]-0.00183145695501842[/C][C]0.043396724589844[/C][C]1.19594583633742[/C][/ROW]
[ROW][C]149[/C][C]75.78[/C][C]75.8232645514856[/C][C]-0.00227847264994594[/C][C]-0.0432645514856245[/C][C]-0.297157904155159[/C][/ROW]
[ROW][C]150[/C][C]76.6[/C][C]76.5734808669709[/C][C]-0.00206486191601817[/C][C]0.0265191330290804[/C][C]0.139624602849471[/C][/ROW]
[ROW][C]151[/C][C]76.07[/C][C]76.0835746663202[/C][C]-0.00220323398705648[/C][C]-0.0135746663202313[/C][C]-0.0905184410263142[/C][/ROW]
[ROW][C]152[/C][C]74.57[/C][C]74.5854868321155[/C][C]-0.0026272410112343[/C][C]-0.0154868321154894[/C][C]-0.27755977166456[/C][/ROW]
[ROW][C]153[/C][C]73.02[/C][C]73.0340882939408[/C][C]-0.00306588146503373[/C][C]-0.0140882939408051[/C][C]-0.287372773892674[/C][/ROW]
[ROW][C]154[/C][C]72.65[/C][C]72.6825586525051[/C][C]-0.00316582390963827[/C][C]-0.0325586525050981[/C][C]-0.0646572813799503[/C][/ROW]
[ROW][C]155[/C][C]73.16[/C][C]73.0925555662642[/C][C]-0.00303603127090986[/C][C]0.067444433735784[/C][C]0.0766646561031032[/C][/ROW]
[ROW][C]156[/C][C]71.53[/C][C]71.5825160576209[/C][C]-0.00317023769246441[/C][C]-0.0525160576209094[/C][C]-0.279590478814507[/C][/ROW]
[ROW][C]157[/C][C]69.78[/C][C]69.788209094608[/C][C]0.00161625146301397[/C][C]-0.00820909460802852[/C][C]-0.336982537667032[/C][/ROW]
[ROW][C]158[/C][C]67.98[/C][C]68.0103553892504[/C][C]-0.00372565521448354[/C][C]-0.030355389250416[/C][C]-0.324781261174964[/C][/ROW]
[ROW][C]159[/C][C]69.96[/C][C]69.9601273211781[/C][C]-0.00273636860032721[/C][C]-0.000127321178136527[/C][C]0.362454500481504[/C][/ROW]
[ROW][C]160[/C][C]72.16[/C][C]72.095210836353[/C][C]-0.00224037761462732[/C][C]0.0647891636469993[/C][C]0.396667804371765[/C][/ROW]
[ROW][C]161[/C][C]70.47[/C][C]70.5344204787827[/C][C]-0.00264735058777685[/C][C]-0.0644204787827548[/C][C]-0.289184741518323[/C][/ROW]
[ROW][C]162[/C][C]68.86[/C][C]68.8428286066628[/C][C]-0.00309781708727573[/C][C]0.0171713933372142[/C][C]-0.31337915718835[/C][/ROW]
[ROW][C]163[/C][C]67.37[/C][C]67.3844961719938[/C][C]-0.003485676558084[/C][C]-0.0144961719938059[/C][C]-0.270014921340665[/C][/ROW]
[ROW][C]164[/C][C]65.87[/C][C]65.8844481277128[/C][C]-0.00388422458285308[/C][C]-0.0144481277127733[/C][C]-0.277683149580409[/C][/ROW]
[ROW][C]165[/C][C]72.16[/C][C]72.125738685043[/C][C]-0.00222239621268142[/C][C]0.0342613149569897[/C][C]1.15877522691333[/C][/ROW]
[ROW][C]166[/C][C]71.34[/C][C]71.3947849507793[/C][C]-0.00241947349833825[/C][C]-0.0547849507792599[/C][C]-0.13521468738312[/C][/ROW]
[ROW][C]167[/C][C]69.93[/C][C]69.86624397002[/C][C]-0.00287387625882778[/C][C]0.0637560299799826[/C][C]-0.283178444763053[/C][/ROW]
[ROW][C]168[/C][C]68.44[/C][C]68.4897939770082[/C][C]-0.00295533403688985[/C][C]-0.049793977008185[/C][C]-0.254833492479848[/C][/ROW]
[ROW][C]169[/C][C]67.16[/C][C]67.1458538052138[/C][C]0.00033688004337321[/C][C]0.0141461947861556[/C][C]-0.251992857312426[/C][/ROW]
[ROW][C]170[/C][C]66.01[/C][C]66.0533660880442[/C][C]-0.00270223400321091[/C][C]-0.0433660880441964[/C][C]-0.199715877472257[/C][/ROW]
[ROW][C]171[/C][C]67.25[/C][C]67.2559247925737[/C][C]-0.00209569605466011[/C][C]-0.00592479257368712[/C][C]0.223621364858848[/C][/ROW]
[ROW][C]172[/C][C]70.91[/C][C]70.8149470250639[/C][C]-0.00132129217420164[/C][C]0.0950529749361422[/C][C]0.660753219649584[/C][/ROW]
[ROW][C]173[/C][C]69.75[/C][C]69.8200715254179[/C][C]-0.00156527324732332[/C][C]-0.0700715254179406[/C][C]-0.18434994776401[/C][/ROW]
[ROW][C]174[/C][C]68.59[/C][C]68.5711004679185[/C][C]-0.00187965826184188[/C][C]0.0188995320814664[/C][C]-0.231451119623864[/C][/ROW]
[ROW][C]175[/C][C]67.48[/C][C]67.4759463936469[/C][C]-0.00215505692288403[/C][C]0.00405360635312739[/C][C]-0.202852681034778[/C][/ROW]
[ROW][C]176[/C][C]66.31[/C][C]66.3711354659914[/C][C]-0.00243254269832806[/C][C]-0.0611354659913631[/C][C]-0.204593350366312[/C][/ROW]
[ROW][C]177[/C][C]64.81[/C][C]64.7833585692175[/C][C]-0.00283121651612736[/C][C]0.0266414307825465[/C][C]-0.294154186783525[/C][/ROW]
[ROW][C]178[/C][C]66.58[/C][C]66.6112006398284[/C][C]-0.00236144806603267[/C][C]-0.0312006398284342[/C][C]0.339675667434884[/C][/ROW]
[ROW][C]179[/C][C]65.97[/C][C]65.9082498477801[/C][C]-0.00256006838524618[/C][C]0.0617501522198865[/C][C]-0.129996619160251[/C][/ROW]
[ROW][C]180[/C][C]64.7[/C][C]64.7494637722084[/C][C]-0.00259785235571963[/C][C]-0.0494637722083869[/C][C]-0.214507895311169[/C][/ROW]
[ROW][C]181[/C][C]64.7[/C][C]64.6468451193999[/C][C]-0.00237122033866472[/C][C]0.0531548806001448[/C][C]-0.01877609854062[/C][/ROW]
[ROW][C]182[/C][C]60.94[/C][C]61.0116586311456[/C][C]-0.0117700169835766[/C][C]-0.071658631145636[/C][C]-0.664656926892122[/C][/ROW]
[ROW][C]183[/C][C]59.08[/C][C]59.1312917852176[/C][C]-0.0127069407056648[/C][C]-0.0512917852176143[/C][C]-0.34668843029779[/C][/ROW]
[ROW][C]184[/C][C]58.42[/C][C]58.3336069762952[/C][C]-0.0128680612150155[/C][C]0.0863930237047926[/C][C]-0.145649137437952[/C][/ROW]
[ROW][C]185[/C][C]57.77[/C][C]57.8466736315062[/C][C]-0.0129780325163541[/C][C]-0.0766736315062237[/C][C]-0.0879603314968962[/C][/ROW]
[ROW][C]186[/C][C]57.11[/C][C]57.1015698301322[/C][C]-0.0131532569256104[/C][C]0.00843016986777932[/C][C]-0.135842125586029[/C][/ROW]
[ROW][C]187[/C][C]53.31[/C][C]53.3389369752552[/C][C]-0.0140504644830202[/C][C]-0.0289369752551555[/C][C]-0.695696496915525[/C][/ROW]
[ROW][C]188[/C][C]49.96[/C][C]50.0347593953784[/C][C]-0.0148368063491385[/C][C]-0.0747593953783807[/C][C]-0.610465950541696[/C][/ROW]
[ROW][C]189[/C][C]49.4[/C][C]49.3965715726322[/C][C]-0.0149857082072377[/C][C]0.00342842736775933[/C][C]-0.115659512111121[/C][/ROW]
[ROW][C]190[/C][C]48.84[/C][C]48.883414856913[/C][C]-0.0151076780251379[/C][C]-0.0434148569129547[/C][C]-0.0924335594569114[/C][/ROW]
[ROW][C]191[/C][C]48.3[/C][C]48.2492217446267[/C][C]-0.0152754104454413[/C][C]0.0507782553733322[/C][C]-0.114872712418622[/C][/ROW]
[ROW][C]192[/C][C]47.74[/C][C]47.8005590512472[/C][C]-0.0152791861029547[/C][C]-0.0605590512472494[/C][C]-0.0804034117336764[/C][/ROW]
[ROW][C]193[/C][C]47.24[/C][C]47.0593732184004[/C][C]-0.0137551953607748[/C][C]0.180626781599643[/C][C]-0.136144354392723[/C][/ROW]
[ROW][C]194[/C][C]46.76[/C][C]46.8198995379388[/C][C]-0.0143004927329647[/C][C]-0.0598995379388031[/C][C]-0.041338630349228[/C][/ROW]
[ROW][C]195[/C][C]46.29[/C][C]46.3417077193378[/C][C]-0.0145326885065218[/C][C]-0.0517077193377983[/C][C]-0.0860659601095553[/C][/ROW]
[ROW][C]196[/C][C]48.9[/C][C]48.7936505617767[/C][C]-0.0140516966171063[/C][C]0.10634943822332[/C][C]0.457641383866322[/C][/ROW]
[ROW][C]197[/C][C]49.23[/C][C]49.3122560973519[/C][C]-0.0139345117664006[/C][C]-0.0822560973519054[/C][C]0.098831218138025[/C][/ROW]
[ROW][C]198[/C][C]48.53[/C][C]48.5099976844662[/C][C]-0.0141144568093084[/C][C]0.0200023155337936[/C][C]-0.146268587690521[/C][/ROW]
[ROW][C]199[/C][C]48.03[/C][C]48.0383081048882[/C][C]-0.0142189299358622[/C][C]-0.00830810488818951[/C][C]-0.0849002242358415[/C][/ROW]
[ROW][C]200[/C][C]54.34[/C][C]54.3594092196705[/C][C]-0.0127745444704859[/C][C]-0.0194092196704754[/C][C]1.17547915052407[/C][/ROW]
[ROW][C]201[/C][C]53.79[/C][C]53.800609139895[/C][C]-0.0128990012463439[/C][C]-0.0106091398949548[/C][C]-0.101311620120948[/C][/ROW]
[ROW][C]202[/C][C]53.24[/C][C]53.2818722666277[/C][C]-0.0130177427762898[/C][C]-0.0418722666276986[/C][C]-0.0938556861236674[/C][/ROW]
[ROW][C]203[/C][C]52.96[/C][C]52.9065740848509[/C][C]-0.0131118226646962[/C][C]0.0534259151490713[/C][C]-0.0672216488528649[/C][/ROW]
[ROW][C]204[/C][C]52.17[/C][C]52.229668761008[/C][C]-0.0131032216497078[/C][C]-0.0596687610079627[/C][C]-0.123148736725299[/C][/ROW]
[ROW][C]205[/C][C]51.7[/C][C]51.5405313449606[/C][C]-0.0117837141260529[/C][C]0.159468655039422[/C][C]-0.126688003652408[/C][/ROW]
[ROW][C]206[/C][C]58.55[/C][C]58.5446318249354[/C][C]0.0040943283844319[/C][C]0.00536817506461656[/C][C]1.28605134551367[/C][/ROW]
[ROW][C]207[/C][C]78.2[/C][C]78.0953843710899[/C][C]0.0138747615923139[/C][C]0.104615628910124[/C][C]3.62642741825252[/C][/ROW]
[ROW][C]208[/C][C]77.03[/C][C]76.9569612386561[/C][C]0.0136599344455583[/C][C]0.0730387613438602[/C][C]-0.213801900344143[/C][/ROW]
[ROW][C]209[/C][C]76.19[/C][C]76.2461235027764[/C][C]0.0135082484485156[/C][C]-0.0561235027763594[/C][C]-0.134425366868495[/C][/ROW]
[ROW][C]210[/C][C]77.15[/C][C]77.0763602329298[/C][C]0.0136867234248373[/C][C]0.0736397670701731[/C][C]0.151538145298633[/C][/ROW]
[ROW][C]211[/C][C]75.87[/C][C]75.9113111344412[/C][C]0.0134289221688962[/C][C]-0.0413111344411972[/C][C]-0.218706061149723[/C][/ROW]
[ROW][C]212[/C][C]95.47[/C][C]95.2985955571017[/C][C]0.0176589411147713[/C][C]0.171404442898268[/C][C]3.59468073294013[/C][/ROW]
[ROW][C]213[/C][C]109.67[/C][C]109.574522328589[/C][C]0.020772536117982[/C][C]0.0954776714106994[/C][C]2.64551970883106[/C][/ROW]
[ROW][C]214[/C][C]112.28[/C][C]112.301492979286[/C][C]0.021384241006253[/C][C]-0.021492979286051[/C][C]0.5021195980763[/C][/ROW]
[ROW][C]215[/C][C]112.01[/C][C]111.923698525251[/C][C]0.0212846499606008[/C][C]0.0863014747485119[/C][C]-0.0740678568519048[/C][/ROW]
[ROW][C]216[/C][C]107.93[/C][C]107.994561802383[/C][C]0.0214134838170592[/C][C]-0.0645618023825496[/C][C]-0.732891741126087[/C][/ROW]
[ROW][C]217[/C][C]105.96[/C][C]106.160587884909[/C][C]0.0247902365318571[/C][C]-0.200587884908593[/C][C]-0.347445335586444[/C][/ROW]
[ROW][C]218[/C][C]105.06[/C][C]105.216414286119[/C][C]0.0227299836733922[/C][C]-0.156414286119291[/C][C]-0.177758390277288[/C][/ROW]
[ROW][C]219[/C][C]102.98[/C][C]102.875525169472[/C][C]0.0215466117088637[/C][C]0.104474830527656[/C][C]-0.438505600724301[/C][/ROW]
[ROW][C]220[/C][C]102.2[/C][C]102.112774540177[/C][C]0.0214060023343807[/C][C]0.0872254598225318[/C][C]-0.14552113860265[/C][/ROW]
[ROW][C]221[/C][C]105.23[/C][C]105.253000641904[/C][C]0.0220293363140714[/C][C]-0.0230006419038564[/C][C]0.578672350868919[/C][/ROW]
[ROW][C]222[/C][C]101.85[/C][C]101.748935062639[/C][C]0.021289224473121[/C][C]0.101064937360721[/C][C]-0.654238961110096[/C][/ROW]
[ROW][C]223[/C][C]99.89[/C][C]100.052025532624[/C][C]0.020927995364135[/C][C]-0.1620255326235[/C][C]-0.318798219481523[/C][/ROW]
[ROW][C]224[/C][C]96.23[/C][C]96.1904221461407[/C][C]0.0201133639288646[/C][C]0.0395778538593342[/C][C]-0.720372929239092[/C][/ROW]
[ROW][C]225[/C][C]94.76[/C][C]94.6919308432847[/C][C]0.0197945026950813[/C][C]0.0680691567152932[/C][C]-0.281765064369404[/C][/ROW]
[ROW][C]226[/C][C]91.51[/C][C]91.5614204658923[/C][C]0.0191061885018751[/C][C]-0.0514204658923149[/C][C]-0.584519195738395[/C][/ROW]
[ROW][C]227[/C][C]91.63[/C][C]91.512148762353[/C][C]0.0190897687565958[/C][C]0.117851237647044[/C][C]-0.0126875099565917[/C][/ROW]
[ROW][C]228[/C][C]91.54[/C][C]91.5907315893188[/C][C]0.0190867654695146[/C][C]-0.0507315893187399[/C][C]0.011037299902684[/C][/ROW]
[ROW][C]229[/C][C]85.23[/C][C]85.5225495136213[/C][C]0.0294436614977616[/C][C]-0.292549513621288[/C][C]-1.13917627294314[/C][/ROW]
[ROW][C]230[/C][C]87.83[/C][C]87.9349830809869[/C][C]0.0342161972834156[/C][C]-0.10498308098693[/C][C]0.437478850878792[/C][/ROW]
[ROW][C]231[/C][C]87.38[/C][C]87.2582291055992[/C][C]0.0338598136721368[/C][C]0.121770894400796[/C][C]-0.131898576458467[/C][/ROW]
[ROW][C]232[/C][C]84.44[/C][C]84.3982252200884[/C][C]0.0333581425288441[/C][C]0.0417747799116382[/C][C]-0.536935751096356[/C][/ROW]
[ROW][C]233[/C][C]85.19[/C][C]85.1642000469868[/C][C]0.0334983050047449[/C][C]0.0257999530132253[/C][C]0.135930714266168[/C][/ROW]
[ROW][C]234[/C][C]84.03[/C][C]83.9238073096713[/C][C]0.0332407275815463[/C][C]0.106192690328657[/C][C]-0.236359484939079[/C][/ROW]
[ROW][C]235[/C][C]86.73[/C][C]86.8242922899073[/C][C]0.0338219791834325[/C][C]-0.094292289907263[/C][C]0.531992530892974[/C][/ROW]
[ROW][C]236[/C][C]102.52[/C][C]102.332106535427[/C][C]0.0369517799894764[/C][C]0.187893464572726[/C][C]2.87106571830269[/C][/ROW]
[ROW][C]237[/C][C]104.45[/C][C]104.3595014461[/C][C]0.0373549488781292[/C][C]0.090498553899941[/C][C]0.369309591993078[/C][/ROW]
[ROW][C]238[/C][C]106.98[/C][C]107.000353088788[/C][C]0.0379066638303206[/C][C]-0.0203530887883216[/C][C]0.48306108913847[/C][/ROW]
[ROW][C]239[/C][C]107.02[/C][C]106.901141115316[/C][C]0.0378749272814013[/C][C]0.118858884684365[/C][C]-0.0254422500612025[/C][/ROW]
[ROW][C]240[/C][C]99.26[/C][C]99.3231765138522[/C][C]0.0383832774228738[/C][C]-0.063176513852208[/C][C]-1.41291195942965[/C][/ROW]
[ROW][C]241[/C][C]94.45[/C][C]94.9306889904432[/C][C]0.0454468867052449[/C][C]-0.480688990443207[/C][C]-0.828707250236099[/C][/ROW]
[ROW][C]242[/C][C]113.44[/C][C]113.384808441131[/C][C]0.0802538121827315[/C][C]0.0551915588685953[/C][C]3.38173943892487[/C][/ROW]
[ROW][C]243[/C][C]157.33[/C][C]156.761080677381[/C][C]0.101990190597456[/C][C]0.568919322618599[/C][C]8.03207341555131[/C][/ROW]
[ROW][C]244[/C][C]147.38[/C][C]147.470154905542[/C][C]0.100407490557625[/C][C]-0.0901549055418889[/C][C]-1.74278476149754[/C][/ROW]
[ROW][C]245[/C][C]171.89[/C][C]171.550484001198[/C][C]0.104810199111936[/C][C]0.33951599880163[/C][C]4.44925322842845[/C][/ROW]
[ROW][C]246[/C][C]171.95[/C][C]171.813590617906[/C][C]0.10484111199784[/C][C]0.136409382093907[/C][C]0.0293704337455538[/C][/ROW]
[ROW][C]247[/C][C]132.71[/C][C]133.216829880777[/C][C]0.0972549100936672[/C][C]-0.50682988077704[/C][C]-7.18072536092887[/C][/ROW]
[ROW][C]248[/C][C]126.02[/C][C]125.756837596463[/C][C]0.0957773104158394[/C][C]0.263162403537293[/C][C]-1.40217723131318[/C][/ROW]
[ROW][C]249[/C][C]121.18[/C][C]121.067490686244[/C][C]0.0948395386025376[/C][C]0.112509313755729[/C][C]-0.887835727231904[/C][/ROW]
[ROW][C]250[/C][C]115.45[/C][C]115.466397313253[/C][C]0.0936653195674957[/C][C]-0.0163973132530329[/C][C]-1.05683920908705[/C][/ROW]
[ROW][C]251[/C][C]110.48[/C][C]110.26683102945[/C][C]0.0924832045359795[/C][C]0.213168970549609[/C][C]-0.982151114443819[/C][/ROW]
[ROW][C]252[/C][C]117.85[/C][C]117.750199339499[/C][C]0.0918803252466104[/C][C]0.0998006605014708[/C][C]1.3711819436045[/C][/ROW]
[ROW][C]253[/C][C]117.63[/C][C]118.587259843501[/C][C]0.0907649915728496[/C][C]-0.957259843500684[/C][C]0.139296547186552[/C][/ROW]
[ROW][C]254[/C][C]124.65[/C][C]124.942080235371[/C][C]0.101970220676181[/C][C]-0.292080235370822[/C][C]1.15141130268967[/C][/ROW]
[ROW][C]255[/C][C]109.59[/C][C]109.053306596585[/C][C]0.0939286176254747[/C][C]0.536693403414532[/C][C]-2.96646543764007[/C][/ROW]
[ROW][C]256[/C][C]111.27[/C][C]111.532495560744[/C][C]0.0943211625131568[/C][C]-0.262495560744005[/C][C]0.442566317391449[/C][/ROW]
[ROW][C]257[/C][C]99.78[/C][C]99.6550716575426[/C][C]0.0922069428340656[/C][C]0.124928342457378[/C][C]-2.22124036262859[/C][/ROW]
[ROW][C]258[/C][C]98.21[/C][C]97.7567466565605[/C][C]0.091830652343514[/C][C]0.453253343439474[/C][C]-0.369323633386413[/C][/ROW]
[ROW][C]259[/C][C]99.2[/C][C]99.6335895243269[/C][C]0.0921698187550964[/C][C]-0.43358952432687[/C][C]0.331191551783102[/C][/ROW]
[ROW][C]260[/C][C]97.97[/C][C]97.7062701554476[/C][C]0.091787165569977[/C][C]0.26372984455245[/C][C]-0.374696373997493[/C][/ROW]
[ROW][C]261[/C][C]89.55[/C][C]89.4731093378031[/C][C]0.09020437452317[/C][C]0.0768906621969329[/C][C]-1.54461297875641[/C][/ROW]
[ROW][C]262[/C][C]87.91[/C][C]87.8608487141592[/C][C]0.0898620483145864[/C][C]0.0491512858408307[/C][C]-0.315879494265402[/C][/ROW]
[ROW][C]263[/C][C]93.34[/C][C]93.1345986697253[/C][C]0.0909799582665727[/C][C]0.205401330274653[/C][C]0.961859047548272[/C][/ROW]
[ROW][C]264[/C][C]94.42[/C][C]94.320785826225[/C][C]0.0908758293074867[/C][C]0.0992141737749779[/C][C]0.203187377000175[/C][/ROW]
[ROW][C]265[/C][C]93.2[/C][C]94.2585363412416[/C][C]0.0910913932555932[/C][C]-1.05853634124158[/C][C]-0.0286097108820892[/C][/ROW]
[ROW][C]266[/C][C]90.29[/C][C]90.4658462021653[/C][C]0.0845062503229946[/C][C]-0.175846202165246[/C][C]-0.714273568866487[/C][/ROW]
[ROW][C]267[/C][C]91.46[/C][C]90.971034395203[/C][C]0.0847181626335306[/C][C]0.488965604797019[/C][C]0.0780396611648649[/C][/ROW]
[ROW][C]268[/C][C]89.98[/C][C]90.1568218216984[/C][C]0.084573025379912[/C][C]-0.176821821698391[/C][C]-0.166789309556674[/C][/ROW]
[ROW][C]269[/C][C]88.35[/C][C]88.2285118233316[/C][C]0.084230366553775[/C][C]0.121488176668365[/C][C]-0.373469812873825[/C][/ROW]
[ROW][C]270[/C][C]88.41[/C][C]87.986474406649[/C][C]0.0841705398510133[/C][C]0.423525593351027[/C][C]-0.0605356131053543[/C][/ROW]
[ROW][C]271[/C][C]82.44[/C][C]82.9307232501354[/C][C]0.0832217417207154[/C][C]-0.490723250135432[/C][C]-0.953659568181984[/C][/ROW]
[ROW][C]272[/C][C]79.89[/C][C]79.5814555503828[/C][C]0.0825900109396134[/C][C]0.308544449617218[/C][C]-0.636862934548727[/C][/ROW]
[ROW][C]273[/C][C]75.69[/C][C]75.6206074619326[/C][C]0.0818423562408906[/C][C]0.069392538067367[/C][C]-0.750218626952637[/C][/ROW]
[ROW][C]274[/C][C]75.66[/C][C]75.6526380774094[/C][C]0.0818325639176255[/C][C]0.00736192259061765[/C][C]-0.00924217721082201[/C][/ROW]
[ROW][C]275[/C][C]84.5[/C][C]84.2344720007507[/C][C]0.0836035450621474[/C][C]0.265527999249295[/C][C]1.57715091991163[/C][/ROW]
[ROW][C]276[/C][C]96.73[/C][C]96.5419616812989[/C][C]0.0822909393077657[/C][C]0.188038318701088[/C][C]2.26783758072705[/C][/ROW]
[ROW][C]277[/C][C]87.48[/C][C]88.6268575608152[/C][C]0.0928971632297224[/C][C]-1.14685756081517[/C][C]-1.49355210258212[/C][/ROW]
[ROW][C]278[/C][C]82.39[/C][C]82.6141634456219[/C][C]0.0830675651959976[/C][C]-0.224163445621893[/C][C]-1.12344745359544[/C][/ROW]
[ROW][C]279[/C][C]83.48[/C][C]82.9680919012143[/C][C]0.0832042179468924[/C][C]0.511908098785693[/C][C]0.0502456740409877[/C][/ROW]
[ROW][C]280[/C][C]79.31[/C][C]79.5049854436507[/C][C]0.0826401703287336[/C][C]-0.194985443650729[/C][C]-0.65798850715833[/C][/ROW]
[ROW][C]281[/C][C]78.16[/C][C]78.0569652607618[/C][C]0.0823884932539449[/C][C]0.103034739238225[/C][C]-0.2839976805514[/C][/ROW]
[ROW][C]282[/C][C]72.77[/C][C]72.3616624700258[/C][C]0.0813589942853827[/C][C]0.408337529974226[/C][C]-1.07198819979126[/C][/ROW]
[ROW][C]283[/C][C]72.45[/C][C]72.9010945740076[/C][C]0.0814413074353516[/C][C]-0.451094574007601[/C][C]0.0849905396539487[/C][/ROW]
[ROW][C]284[/C][C]68.46[/C][C]68.1568168687876[/C][C]0.080576853506279[/C][C]0.303183131212394[/C][C]-0.89536005064538[/C][/ROW]
[ROW][C]285[/C][C]67.62[/C][C]67.5209887744573[/C][C]0.080447732402162[/C][C]0.0990112255427146[/C][C]-0.132921318087485[/C][/ROW]
[ROW][C]286[/C][C]68.76[/C][C]68.7921332234074[/C][C]0.0806770503633998[/C][C]-0.0321332234074213[/C][C]0.2209241422033[/C][/ROW]
[ROW][C]287[/C][C]70.07[/C][C]69.9346171228055[/C][C]0.0808908601691973[/C][C]0.135382877194473[/C][C]0.197014506929999[/C][/ROW]
[ROW][C]288[/C][C]68.55[/C][C]68.3200272655493[/C][C]0.0810919084121531[/C][C]0.229972734450703[/C][C]-0.314556078665622[/C][/ROW]
[ROW][C]289[/C][C]65.3[/C][C]66.3286977994711[/C][C]0.0836848930457007[/C][C]-1.02869779947114[/C][C]-0.38687538199273[/C][/ROW]
[ROW][C]290[/C][C]58.96[/C][C]59.252231262877[/C][C]0.072722160280681[/C][C]-0.292231262876969[/C][C]-1.31809016438533[/C][/ROW]
[ROW][C]291[/C][C]59.17[/C][C]58.632069934114[/C][C]0.072372131311641[/C][C]0.537930065885958[/C][C]-0.128529696231199[/C][/ROW]
[ROW][C]292[/C][C]62.37[/C][C]62.5320588205738[/C][C]0.0729741137277209[/C][C]-0.162058820573758[/C][C]0.710181965073248[/C][/ROW]
[ROW][C]293[/C][C]66.28[/C][C]66.1078072834595[/C][C]0.0735314540153167[/C][C]0.172192716540544[/C][C]0.649901024152035[/C][/ROW]
[ROW][C]294[/C][C]55.62[/C][C]55.3534383792308[/C][C]0.0716535836399574[/C][C]0.266561620769197[/C][C]-2.00899539504239[/C][/ROW]
[ROW][C]295[/C][C]55.23[/C][C]55.6191993552839[/C][C]0.071687599218131[/C][C]-0.389199355283886[/C][C]0.0360144578702998[/C][/ROW]
[ROW][C]296[/C][C]55.85[/C][C]55.5422341246763[/C][C]0.0716616318155539[/C][C]0.30776587532373[/C][C]-0.0275808649154936[/C][/ROW]
[ROW][C]297[/C][C]56.75[/C][C]56.6585383491635[/C][C]0.0718455371591816[/C][C]0.0914616508365103[/C][C]0.193821933570072[/C][/ROW]
[ROW][C]298[/C][C]50.89[/C][C]51.0063798021221[/C][C]0.0707636074619081[/C][C]-0.11637980212206[/C][C]-1.06204154714951[/C][/ROW]
[ROW][C]299[/C][C]53.88[/C][C]53.7093163941698[/C][C]0.071275942181165[/C][C]0.170683605830206[/C][C]0.488388611137953[/C][/ROW]
[ROW][C]300[/C][C]52.95[/C][C]52.725858266736[/C][C]0.0714117484402267[/C][C]0.224141733264043[/C][C]-0.195682090279686[/C][/ROW]
[ROW][C]301[/C][C]55.08[/C][C]55.8750950295814[/C][C]0.067773935607231[/C][C]-0.795095029581386[/C][C]0.574344223282273[/C][/ROW]
[ROW][C]302[/C][C]53.61[/C][C]53.9068253269255[/C][C]0.0648049376348604[/C][C]-0.29682532692555[/C][C]-0.374966457385883[/C][/ROW]
[ROW][C]303[/C][C]58.78[/C][C]58.2370900276911[/C][C]0.0669619562913169[/C][C]0.542909972308917[/C][C]0.791225118127575[/C][/ROW]
[ROW][C]304[/C][C]61.85[/C][C]62.0496260567617[/C][C]0.067546429211102[/C][C]-0.19962605676168[/C][C]0.694959255963909[/C][/ROW]
[ROW][C]305[/C][C]55.91[/C][C]55.7150071519994[/C][C]0.0665588756346031[/C][C]0.19499284800062[/C][C]-1.18784874471791[/C][/ROW]
[ROW][C]306[/C][C]53.32[/C][C]53.073634041166[/C][C]0.0661011197816552[/C][C]0.246365958833991[/C][C]-0.502425356438581[/C][/ROW]
[ROW][C]307[/C][C]46.41[/C][C]46.8571770472486[/C][C]0.0650256947021286[/C][C]-0.447177047248558[/C][C]-1.16565605077814[/C][/ROW]
[ROW][C]308[/C][C]44.57[/C][C]44.3002976600665[/C][C]0.0645782945013073[/C][C]0.269702339933536[/C][C]-0.486464071479715[/C][/ROW]
[ROW][C]309[/C][C]50[/C][C]49.7904806528547[/C][C]0.0655130316256101[/C][C]0.209519347145306[/C][C]1.00665944016218[/C][/ROW]
[ROW][C]310[/C][C]50[/C][C]50.1576075277567[/C][C]0.0655690707403312[/C][C]-0.157607527756741[/C][C]0.0559619035267245[/C][/ROW]
[ROW][C]311[/C][C]53.36[/C][C]53.153657756383[/C][C]0.0661204424920404[/C][C]0.206342243616954[/C][C]0.54373643762645[/C][/ROW]
[ROW][C]312[/C][C]46.23[/C][C]46.1134843803907[/C][C]0.0671010889002057[/C][C]0.116515619609334[/C][C]-1.31842184662265[/C][/ROW]
[ROW][C]313[/C][C]50.45[/C][C]51.0970016205662[/C][C]0.0616052917450098[/C][C]-0.647001620566173[/C][C]0.91711725837044[/C][/ROW]
[ROW][C]314[/C][C]49.07[/C][C]49.425203462604[/C][C]0.0591946111463971[/C][C]-0.355203462604031[/C][C]-0.319354919129624[/C][/ROW]
[ROW][C]315[/C][C]45.85[/C][C]45.4116752573747[/C][C]0.0571336565650908[/C][C]0.438324742625261[/C][C]-0.755457611802338[/C][/ROW]
[ROW][C]316[/C][C]48.45[/C][C]48.5655393205189[/C][C]0.0576145644523759[/C][C]-0.11553932051891[/C][C]0.5745716500353[/C][/ROW]
[ROW][C]317[/C][C]49.96[/C][C]49.7573571430019[/C][C]0.0577844667263534[/C][C]0.202642856998135[/C][C]0.210438128544348[/C][/ROW]
[ROW][C]318[/C][C]46.53[/C][C]46.2741850226123[/C][C]0.0572002796075284[/C][C]0.255814977387689[/C][C]-0.656982170121719[/C][/ROW]
[ROW][C]319[/C][C]50.51[/C][C]50.8714116204937[/C][C]0.0579605129358862[/C][C]-0.36141162049366[/C][C]0.842347815132291[/C][/ROW]
[ROW][C]320[/C][C]47.58[/C][C]47.4135399128748[/C][C]0.0573735409310909[/C][C]0.166460087125233[/C][C]-0.652320653004307[/C][/ROW]
[ROW][C]321[/C][C]48.05[/C][C]47.8384445975964[/C][C]0.0574356150676256[/C][C]0.211555402403588[/C][C]0.0681911298963737[/C][/ROW]
[ROW][C]322[/C][C]46.84[/C][C]47.0570620058701[/C][C]0.0572822110089048[/C][C]-0.217062005870123[/C][C]-0.155635535563093[/C][/ROW]
[ROW][C]323[/C][C]47.67[/C][C]47.3889819547687[/C][C]0.0573321557722723[/C][C]0.281018045231327[/C][C]0.050957499115431[/C][/ROW]
[ROW][C]324[/C][C]49.16[/C][C]49.07532745047[/C][C]0.0570937294730703[/C][C]0.0846725495300319[/C][C]0.30223113323589[/C][/ROW]
[ROW][C]325[/C][C]55.54[/C][C]56.0163126698499[/C][C]0.0498081257690467[/C][C]-0.476312669849898[/C][C]1.28371747475547[/C][/ROW]
[ROW][C]326[/C][C]55.82[/C][C]56.1367531682191[/C][C]0.0499019275583543[/C][C]-0.316753168219066[/C][C]0.0130176911943991[/C][/ROW]
[ROW][C]327[/C][C]58.22[/C][C]57.8070791579578[/C][C]0.0507221733995476[/C][C]0.412920842042226[/C][C]0.300569614799905[/C][/ROW]
[ROW][C]328[/C][C]56.19[/C][C]56.3502089857326[/C][C]0.0504885428911084[/C][C]-0.160208985732617[/C][C]-0.279720712701074[/C][/ROW]
[ROW][C]329[/C][C]57.77[/C][C]57.5161250316468[/C][C]0.0506510773919219[/C][C]0.253874968353158[/C][C]0.20695420217192[/C][/ROW]
[ROW][C]330[/C][C]63.19[/C][C]62.9400397901912[/C][C]0.0515172588928262[/C][C]0.249960209808757[/C][C]0.996943135770284[/C][/ROW]
[ROW][C]331[/C][C]54.76[/C][C]55.1877767690393[/C][C]0.0502372490751673[/C][C]-0.427776769039266[/C][C]-1.44789596149292[/C][/ROW]
[ROW][C]332[/C][C]55.74[/C][C]55.5665441411023[/C][C]0.0502909900079307[/C][C]0.173455858897734[/C][C]0.060954733084487[/C][/ROW]
[ROW][C]333[/C][C]62.54[/C][C]62.2526045975586[/C][C]0.0513914715677838[/C][C]0.287395402441359[/C][C]1.23118815465[/C][/ROW]
[ROW][C]334[/C][C]61.39[/C][C]61.6319105969703[/C][C]0.0512703478298654[/C][C]-0.241910596970262[/C][C]-0.124699637892283[/C][/ROW]
[ROW][C]335[/C][C]69.6[/C][C]69.249111843753[/C][C]0.0525999805055083[/C][C]0.350888156247013[/C][C]1.40381098058597[/C][/ROW]
[ROW][C]336[/C][C]79.23[/C][C]79.1267814638062[/C][C]0.0510877256045938[/C][C]0.103218536193831[/C][C]1.82286153587568[/C][/ROW]
[ROW][C]337[/C][C]80[/C][C]80.4888871943862[/C][C]0.0497727678354381[/C][C]-0.488887194386242[/C][C]0.24440692112797[/C][/ROW]
[ROW][C]338[/C][C]93.68[/C][C]93.902298056496[/C][C]0.0667400959253026[/C][C]-0.222298056495994[/C][C]2.46376858785628[/C][/ROW]
[ROW][C]339[/C][C]107.63[/C][C]107.066618947121[/C][C]0.0733693485548063[/C][C]0.563381052878718[/C][C]2.42939850151701[/C][/ROW]
[ROW][C]340[/C][C]100.18[/C][C]100.429840966346[/C][C]0.0723291912555135[/C][C]-0.249840966345968[/C][C]-1.2450096467122[/C][/ROW]
[ROW][C]341[/C][C]97.3[/C][C]97.1240950774096[/C][C]0.0718496043412275[/C][C]0.1759049225904[/C][C]-0.626760514004386[/C][/ROW]
[ROW][C]342[/C][C]90.45[/C][C]90.1579073892963[/C][C]0.0707398754245849[/C][C]0.29209261070366[/C][C]-1.30581938978643[/C][/ROW]
[ROW][C]343[/C][C]80.64[/C][C]81.1120326365102[/C][C]0.0692733798628874[/C][C]-0.472032636510229[/C][C]-1.69147357946099[/C][/ROW]
[ROW][C]344[/C][C]80.58[/C][C]80.4327081653808[/C][C]0.0691532363217578[/C][C]0.147291834619239[/C][C]-0.138892925556213[/C][/ROW]
[ROW][C]345[/C][C]75.82[/C][C]75.5294293535876[/C][C]0.0683423143702694[/C][C]0.29057064641235[/C][C]-0.922574541204049[/C][/ROW]
[ROW][C]346[/C][C]85.59[/C][C]85.7449509588654[/C][C]0.0701462444398366[/C][C]-0.154950958865397[/C][C]1.88272043648673[/C][/ROW]
[ROW][C]347[/C][C]89.35[/C][C]89.0542411364656[/C][C]0.0706961890953332[/C][C]0.295758863534382[/C][C]0.601000549184852[/C][/ROW]
[ROW][C]348[/C][C]89.42[/C][C]89.3199718665777[/C][C]0.0706648429817695[/C][C]0.100028133422296[/C][C]0.0361853832925459[/C][/ROW]
[ROW][C]349[/C][C]104.73[/C][C]105.211934833517[/C][C]0.0556125701894022[/C][C]-0.481934833516529[/C][C]2.94866610025816[/C][/ROW]
[ROW][C]350[/C][C]95.32[/C][C]95.8124030496744[/C][C]0.0441225543248782[/C][C]-0.4924030496744[/C][C]-1.74372620051519[/C][/ROW]
[ROW][C]351[/C][C]89.27[/C][C]88.7505503015427[/C][C]0.0405277462656531[/C][C]0.519449698457285[/C][C]-1.31802246156659[/C][/ROW]
[ROW][C]352[/C][C]90.44[/C][C]90.6700606441407[/C][C]0.0408196992348044[/C][C]-0.230060644140733[/C][C]0.348628923750941[/C][/ROW]
[ROW][C]353[/C][C]86.97[/C][C]86.8161632690223[/C][C]0.0402801324195664[/C][C]0.153836730977742[/C][C]-0.722616273407783[/C][/ROW]
[ROW][C]354[/C][C]79.98[/C][C]79.6970639831027[/C][C]0.0391749142116467[/C][C]0.282936016897301[/C][C]-1.3283309713385[/C][/ROW]
[ROW][C]355[/C][C]81.22[/C][C]81.6784530416269[/C][C]0.039481641508363[/C][C]-0.458453041626916[/C][C]0.360352951260984[/C][/ROW]
[ROW][C]356[/C][C]87.35[/C][C]87.0977804269023[/C][C]0.0403298057882801[/C][C]0.252219573097734[/C][C]0.998161329050696[/C][/ROW]
[ROW][C]357[/C][C]83.64[/C][C]83.5271912516919[/C][C]0.0397499251052653[/C][C]0.112808748308067[/C][C]-0.669961565422727[/C][/ROW]
[ROW][C]358[/C][C]82.22[/C][C]82.4390431247616[/C][C]0.0395519627754404[/C][C]-0.219043124761585[/C][C]-0.209271558172086[/C][/ROW]
[ROW][C]359[/C][C]94.4[/C][C]93.9833193859257[/C][C]0.0414383661157971[/C][C]0.416680614074294[/C][C]2.13461316332093[/C][/ROW]
[ROW][C]360[/C][C]102.18[/C][C]102.183870804155[/C][C]0.0400772349036832[/C][C]-0.00387080415502696[/C][C]1.51379921301113[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=181674&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=181674&T=1

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


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

Structural Time Series Model
tObservedLevelSlopeSeasonalStand. Residuals
187.2887.28000
287.2887.28000
387.0987.0908679496111-0.000765074039391928-0.000867949611127246-0.0351587333455558
486.9286.9214925601054-0.00143601119196239-0.00149256010538037-0.0313433311724051
587.5987.58839364206550.001218549523804620.001606357934477670.124237627545562
690.7290.70490828034430.01354325347557670.01509171965566240.579099937763819
790.6990.67719666126330.01338068456670.0128033387367205-0.00766877628634979
890.390.28840581490030.01180210837777890.0115941850996777-0.0747581938040917
989.5589.54149872325130.008835718384462170.00850127674872668-0.141032598881243
1088.9488.93376037441130.006434434731529060.00623962558869596-0.114610952527954
1188.4188.4058148102210.004361334479561610.00418518977902913-0.0993316835593877
1287.8287.8181481832850.002073467529268210.0018518167149879-0.110046587517822
1387.0787.32388286158150.023067658825061-0.253882861581501-0.111452437541687
1486.8286.81010957394170.01008109939895920.00989042605825913-0.0849148923141116
1586.486.39092356848070.009273752833401210.00907643151934467-0.0797121917054858
1686.0286.01154993453580.008570981009242040.0084500654642198-0.0721684565462332
1785.6685.6536362949490.007905288083431320.00636370505095221-0.0680529091510922
1885.3285.31147423479440.007270549892453790.00852576520557499-0.0650042624682727
198584.99403675148380.006682860245755650.00596324851615573-0.0602951740595785
2084.6784.66408089316630.006074677992961560.00591910683374452-0.0625104862752102
2183.9483.93601307840320.004750745089990580.00398692159679888-0.136322790988143
2282.8382.82819333303110.002747969436995860.00180666696889543-0.206592686660539
2381.9581.94937530829320.001160528557061620.000624691706839185-0.163697930647961
2481.1981.1905493204265-0.00018812763698712-0.000549320426461557-0.141118939848427
2580.4880.60483202024870.0112975953142045-0.124832020248666-0.119760335390071
2678.8678.8766825735247-0.0156673297553325-0.0166825735246832-0.293415995630341
2769.4769.5118184400651-0.0274272600143993-0.0418184400650706-1.73553637920796
2868.7768.7942256329495-0.0282326518346922-0.0242256329495148-0.128116956660781
2970.0670.0854756846183-0.026675421559756-0.02547568461833770.244938310839812
3073.9573.9650534776776-0.0220702370677562-0.01505347767763910.725125392264601
3175.875.8195614046199-0.0198605190528891-0.01956140461986070.34835261857927
3277.7977.8050678446345-0.0175019266740244-0.01506784463446490.372259659968086
3381.5781.5779534715307-0.0130491501450132-0.007953471530682430.703615564743404
3483.0783.0811338910987-0.0112699887617695-0.01113389109869140.281459879953323
3584.3484.3485687604573-0.00976191220105725-0.008568760457304980.237369414631001
3685.185.1083092535442-0.00888968618602316-0.00830925354425060.142839454105066
3785.2585.1496838214243-0.009530479424842050.1003161785756570.00995585131106622
3884.2684.2673097469215-0.0194745514604324-0.00730974692147103-0.151328285222069
3983.6383.6632454969613-0.0200415152917573-0.0332454969613443-0.108503847717943
4086.4486.4473088588784-0.0176318166782179-0.007308858878394630.520453053196388
4185.385.3269382317491-0.018598039863687-0.0269382317490852-0.204672627475805
4284.184.1163086854021-0.0196419090875239-0.0163086854020607-0.221245621338218
4383.3683.3818357026346-0.0202673255461222-0.0218357026346016-0.132675339464718
4482.4882.5051317968973-0.0210159792133529-0.0251317968972917-0.158957794201605
4581.5881.599704120999-0.0217884037493095-0.0197041209990089-0.164150015203351
4680.4780.4958992536082-0.0227326946478418-0.0258992536082165-0.200826117649317
4779.3479.3654806422711-0.0237103916925452-0.025480642271123-0.205592608000261
4882.1382.1440528084183-0.0214228475682487-0.01405280841833890.520090964710601
4981.6981.5236216609352-0.01577675208692620.166378339064836-0.116724396868729
5080.780.7086290295359-0.0229655513226577-0.00862902953584757-0.140692750381252
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360102.18102.1838708041550.0400772349036832-0.003870804155026961.51379921301113


Figures (Output of Computation)

Input Parameters & R Code

Parameters (Session):
par1 = 12 ;
Parameters (R input):
par1 = 12 ;
R code (references can be found in the software module):
par1 <- as.numeric(par1)
nx <- length(x)
x <- ts(x,frequency=par1)
m <- StructTS(x,type='BSM')
m$coef
m$fitted
m$resid
mylevel <- as.numeric(m$fitted[,'level'])
myslope <- as.numeric(m$fitted[,'slope'])
myseas <- as.numeric(m$fitted[,'sea'])
myresid <- as.numeric(m$resid)
myfit <- mylevel+myseas
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(mylevel,na.action=na.pass,lag.max = mylagmax,main='Level')
acf(myseas,na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(myresid,na.action=na.pass,lag.max = mylagmax,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(mylevel,main='Level')
spectrum(myseas,main='Seasonal')
spectrum(myresid,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(mylevel,main='Level')
cpgram(myseas,main='Seasonal')
cpgram(myresid,main='Standardized Residals')
par(op)
dev.off()
bitmap(file='test1.png')
plot(as.numeric(m$resid),main='Standardized Residuals',ylab='Residuals',xlab='time',type='b')
grid()
dev.off()
bitmap(file='test5.png')
op <- par(mfrow = c(2,2))
hist(m$resid,main='Residual Histogram')
plot(density(m$resid),main='Residual Kernel Density')
qqnorm(m$resid,main='Residual Normal QQ Plot')
qqline(m$resid)
plot(m$resid^2, myfit^2,main='Sq.Resid vs. Sq.Fit',xlab='Squared residuals',ylab='Squared Fit')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Structural Time Series Model',6,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,'Level',header=TRUE)
a<-table.element(a,'Slope',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Stand. Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:nx) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
a<-table.element(a,mylevel[i])
a<-table.element(a,myslope[i])
a<-table.element(a,myseas[i])
a<-table.element(a,myresid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')