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Description of Statistical Computation

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_multipleregression.wasp
Title produced by softwareMultiple Regression
Date of computationFri, 18 Nov 2011 07:38:58 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2011/Nov/18/t13216200085nlf6yt42na52s9.htm/, Retrieved Fri, 26 Apr 2024 21:59:11 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=145448, Retrieved Fri, 26 Apr 2024 21:59:11 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywordsMultiple regression gewicht cholesterol bloeddruk
Estimated Impact122

Tree of Dependent Computations

Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Multiple Regression] [Workshop 7] [2011-11-18 12:38:58] [065e524ef27b3ebe8baf73e00eb8c266] [Current]
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Dataset

Dataseries X:
Download CSV
Histogram
Boxplots 
83	96	14
79	91	13
92	108	16
83	95	13
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103	117	15
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69	81	13
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73	87	14
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93	105	14
111	128	16
115	131	16
70	88	15
68	81	13
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72	86	15
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78	92	14
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96	109	14
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102	118	16
89	101	13
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63	78	14
76	88	12
55	70	15
83	95	14
70	85	15
81	95	14
130	146	17
64	75	13
77	89	14
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104	120	15
72	85	15
70	83	15
84	99	15
106	121	16
118	136	17
70	85	16
74	88	14
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95	107	14
71	87	16
81	96	16
103	116	14
56	67	14
91	105	15
54	67	13
76	90	15
101	119	17
83	97	14
62	72	10
67	80	14
91	102	15
91	105	15
97	111	15
63	74	12
80	96	16
71	84	14
83	97	16
88	102	15
74	85	13
89	101	13
65	77	12
103	116	13
122	138	17
123	140	18
98	114	15
97	112	15
69	81	12
90	103	14
85	97	13
60	73	14
97	112	15
111	129	16
105	117	14
72	88	15
123	140	17
129	146	18
83	97	15
86	99	14
88	104	15
50	60	12
62	75	12
79	91	13
99	114	15
82	94	13
71	82	11
124	138	15
81	95	14
83	98	14
121	136	16
65	76	13
61	74	15
65	77	13
71	84	13
71	84	14
62	73	12
74	88	15
63	75	13
75	90	15
82	96	14
94	110	16
107	123	15
94	107	14
91	106	14
102	119	16
73	87	15
107	123	17
74	88	14
80	93	14
112	127	16
71	86	15
78	89	13
69	84	15
88	98	11
106	122	16
56	68	14
118	134	15
90	105	16
76	88	13
83	95	13
77	90	14
122	137	15
85	99	14
67	80	14
93	108	15
59	72	13
92	104	13
58	70	13
115	133	17
96	110	14
120	136	17
87	101	14
118	133	16
87	102	15
101	116	16
55	65	12
98	113	16
83	97	15
102	115	15
79	94	15

Tables (Output of Computation)





Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time22 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net
R Framework error message
Warning: there are blank lines in the 'Data X' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.

\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 & 22 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
R Framework error message & 
Warning: there are blank lines in the 'Data X' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.
 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=145448&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]22 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[ROW][C]R Framework error message[/C][C]
Warning: there are blank lines in the 'Data X' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.
[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=145448&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=145448&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 time22 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net
R Framework error message
Warning: there are blank lines in the 'Data X' field.
Please, use NA for missing data - blank lines are simply
 deleted and are NOT treated as missing values.






Multiple Linear Regression - Estimated Regression Equation
Gewicht[t] = + 0.971972721711049 + 0.992766162147325cholesterol[t] -0.982409687970951Bloeddruk[t] + e[t]

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Estimated Regression Equation \tabularnewline
Gewicht[t] =  +  0.971972721711049 +  0.992766162147325cholesterol[t] -0.982409687970951Bloeddruk[t]  + e[t] \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=145448&T=1

[TABLE]
[ROW][C]Multiple Linear Regression - Estimated Regression Equation[/C][/ROW]
[ROW][C]Gewicht[t] =  +  0.971972721711049 +  0.992766162147325cholesterol[t] -0.982409687970951Bloeddruk[t]  + e[t][/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=145448&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=145448&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:

Multiple Linear Regression - Estimated Regression Equation
Gewicht[t] = + 0.971972721711049 + 0.992766162147325cholesterol[t] -0.982409687970951Bloeddruk[t] + e[t]






Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)0.9719727217110490.420162.31330.0210150.010508
cholesterol0.9927661621473250.002895342.898100
Bloeddruk-0.9824096879709510.038833-25.298200

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Ordinary Least Squares \tabularnewline
Variable & Parameter & S.D. & T-STATH0: parameter = 0 & 2-tail p-value & 1-tail p-value \tabularnewline
(Intercept) & 0.971972721711049 & 0.42016 & 2.3133 & 0.021015 & 0.010508 \tabularnewline
cholesterol & 0.992766162147325 & 0.002895 & 342.8981 & 0 & 0 \tabularnewline
Bloeddruk & -0.982409687970951 & 0.038833 & -25.2982 & 0 & 0 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=145448&T=2

[TABLE]
[ROW][C]Multiple Linear Regression - Ordinary Least Squares[/C][/ROW]
[ROW][C]Variable[/C][C]Parameter[/C][C]S.D.[/C][C]T-STATH0: parameter = 0[/C][C]2-tail p-value[/C][C]1-tail p-value[/C][/ROW]
[ROW][C](Intercept)[/C][C]0.971972721711049[/C][C]0.42016[/C][C]2.3133[/C][C]0.021015[/C][C]0.010508[/C][/ROW]
[ROW][C]cholesterol[/C][C]0.992766162147325[/C][C]0.002895[/C][C]342.8981[/C][C]0[/C][C]0[/C][/ROW]
[ROW][C]Bloeddruk[/C][C]-0.982409687970951[/C][C]0.038833[/C][C]-25.2982[/C][C]0[/C][C]0[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=145448&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=145448&T=2

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


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

Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STATH0: parameter = 02-tail p-value1-tail p-value
(Intercept)0.9719727217110490.420162.31330.0210150.010508
cholesterol0.9927661621473250.002895342.898100
Bloeddruk-0.9824096879709510.038833-25.298200






Multiple Linear Regression - Regression Statistics
Multiple R0.998375465684589
R-squared0.99675357048092
Adjusted R-squared0.996743581467015
F-TEST (value)99784.9817783999
F-TEST (DF numerator)2
F-TEST (DF denominator)650
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.03873045136086
Sum Squared Residuals701.324617879821

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Regression Statistics \tabularnewline
Multiple R & 0.998375465684589 \tabularnewline
R-squared & 0.99675357048092 \tabularnewline
Adjusted R-squared & 0.996743581467015 \tabularnewline
F-TEST (value) & 99784.9817783999 \tabularnewline
F-TEST (DF numerator) & 2 \tabularnewline
F-TEST (DF denominator) & 650 \tabularnewline
p-value & 0 \tabularnewline
Multiple Linear Regression - Residual Statistics \tabularnewline
Residual Standard Deviation & 1.03873045136086 \tabularnewline
Sum Squared Residuals & 701.324617879821 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=145448&T=3

[TABLE]
[ROW][C]Multiple Linear Regression - Regression Statistics[/C][/ROW]
[ROW][C]Multiple R[/C][C]0.998375465684589[/C][/ROW]
[ROW][C]R-squared[/C][C]0.99675357048092[/C][/ROW]
[ROW][C]Adjusted R-squared[/C][C]0.996743581467015[/C][/ROW]
[ROW][C]F-TEST (value)[/C][C]99784.9817783999[/C][/ROW]
[ROW][C]F-TEST (DF numerator)[/C][C]2[/C][/ROW]
[ROW][C]F-TEST (DF denominator)[/C][C]650[/C][/ROW]
[ROW][C]p-value[/C][C]0[/C][/ROW]
[ROW][C]Multiple Linear Regression - Residual Statistics[/C][/ROW]
[ROW][C]Residual Standard Deviation[/C][C]1.03873045136086[/C][/ROW]
[ROW][C]Sum Squared Residuals[/C][C]701.324617879821[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=145448&T=3

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=145448&T=3

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


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

Multiple Linear Regression - Regression Statistics
Multiple R0.998375465684589
R-squared0.99675357048092
Adjusted R-squared0.996743581467015
F-TEST (value)99784.9817783999
F-TEST (DF numerator)2
F-TEST (DF denominator)650
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.03873045136086
Sum Squared Residuals701.324617879821






Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
18382.52378865626080.476211343739181
27978.54236753349510.45763246650488
39292.4721632260869-0.472163226086937
48382.51343218208460.486567817915444
59291.45868411558690.541315884413143
6103102.3894683733840.610531626616194
78280.53825633196631.46174366803372
88685.49173066852650.508269331473468
9106105.3677668598260.632233140174218
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4248684.49896450637921.50103549362079
425103102.3894683733840.610531626616194
4266767.6115832756983-0.611583275698301
4278382.52378865626090.47621134373907
4285556.7222249146068-1.72222491460685
4299088.49074210332131.50925789667874
430123123.237557778478-0.237557778477638
4319897.43599403682360.564005963176444
432188187.8087842147590.19121578524073
4337675.59513846958240.404861530417597
4347271.60336087264040.396639127359645
4356565.63640742558-0.636407425580027
4369998.42876019897090.571239801029118
4378686.4741403564975-0.474140356497483
4388181.5517354424664-0.551735442466353
4399998.41840372479450.581596275205493
4405858.666331342196-0.666331342196005
4419091.4793970639396-1.47939706393961
4429797.4359940368236-0.435994036823556
4438585.5124436168793-0.51244361687928
4447977.57031431970071.42968568029932
445110109.3595444567680.640455543232168
4469291.46904058976320.53095941023677
4478886.49485330485021.50514669514977
4485655.70874580410680.291254195893223
4497171.6033608726404-0.603360872640355
450110108.3564218204441.64357817955587
4517775.57442552122971.42557447877035
4526666.6395300619037-0.639530061903726
453114115.316141429652-1.31614142965178
4547675.57442552122970.425574478770346
455109107.353299184121.64670081587957
456125124.2303239406250.769676059375042
4577473.5888931969350.411106803064996
4588989.4731517912922-0.473151791292207
459100100.414292523266-0.414292523265532
4607777.5496013713479-0.549601371347931
46199100.403936049089-1.40393604908916
4628887.48761946699760.512380533002444
4639696.4225149263235-0.422514926323484
4648787.5083324153503-0.508332415350305
465101101.396702211236-0.396702211236483
4667878.5527240076716-0.55272400767163
467119119.287206078241-0.287206078241083
468105106.370889496149-1.37088949614948
4698078.5630804818481.436919518152
4706968.6147059120220.385294087977997
4718990.4762744276159-1.47627442761591
4726972.5961270347877-3.59612703478768
4736665.60533800305090.394661996949095
4747069.62818502252210.371814977477923
4758382.52378865626090.47621134373907
4768180.5589692803190.441030719680972
4777373.588893196935-0.588893196935004
478100100.403936049089-0.403936049089158
4796766.64988653608010.350113463919899
480108109.338831508415-1.33883150841508
481105104.3646442235020.635355776497917
482119119.287206078241-0.287206078241083
4839189.48350826546861.51649173453142
484102101.3967022112360.603297788763517
48510099.41116988694180.588830113058167
4867675.5847819954060.415218004593971
48710099.42152636111820.578473638881793
4888685.49173066852650.508269331473468
489103104.375000697678-1.37500069767846
4909394.4576955503816-1.45769555038158
4915756.70151196625410.298488033745897
492115118.294439916094-3.29443991609376
4938280.51754338361351.48245661638647
4949997.42563756264721.57436243735282
4956362.67882188749080.321178112509201
496166164.9544495370181.04555046298195
4977472.58577056061131.41422943938869
4988685.5331565652320.466843434767972
4998787.4772629928212-0.477262992821182
500101103.382234535531-2.38223453553113
5017373.5992496711114-0.599249671111378
502102101.386345737060.613654262939891
5039798.4287601989709-1.42876019897088
5048686.5052097790266-0.505209779026605
505116117.29131727977-1.29131727977006
5068179.54549016981891.45450983018105
507140139.1425293211880.857470678812416
5089391.45868411558691.54131588441314
509111112.327486469033-1.32748646903343
510115115.305784955475-0.305784955475408
5117073.5992496711114-3.59924967111138
5126868.614705912022-0.614705912022003
5137776.57754815755340.422451842446646
5148181.5310224941136-0.531022494113605
5156464.6539977376091-0.653997737609076
516111110.3315976705620.668402329437593
517126123.258270726832.74172927316962
5189798.4287601989709-1.42876019897088
5197271.61371734681670.386282653183272
5208888.4907421033213-0.490742103321256
5217878.5527240076716-0.55272400767163
5229493.44421643988150.555783560118493
5237878.5527240076716-0.55272400767163
5247070.6002382363167-0.600238236316653
5259695.42974876417620.570251235823843
52699100.414292523266-1.41429252326553
5277979.5454901698189-0.545490169818954
528102102.39982484756-0.399824847560181
5298988.47002915496850.529970845031493
5307978.54236753349530.457632466504744
5319494.4576955503816-0.457695550381582
5328990.4762744276159-1.47627442761591
5339495.4504617125289-1.45046171252891
5346364.6539977376091-1.65399773760908
5357676.5464787350242-0.546478735024231
5365555.7294587524595-0.729458752459524
5378381.53102249411361.46897750588639
5387070.6209511846694-0.620951184669404
5398181.5310224941136-0.531022494113605
540130129.2148676997140.785132300285667
5416462.65810893913811.34189106086195
5427775.57442552122971.42557447877035
5438585.5124436168793-0.51244361687928
544104105.367766859826-1.36776685982578
5457270.62095118466941.3790488153306
5467068.63541886037481.36458113962525
5478484.5196774547319-0.519677454731955
548106105.3781233340020.621876665997843
549118119.287206078241-1.28720607824108
5507069.63854149669850.361458503301547
5517474.5816593590823-0.581659359082329
5527574.5713028849060.428697115094045
5539593.44421643988151.55578356011849
5547171.6240738209931-0.624073820993102
5558180.5589692803190.441030719680972
556103102.3791118992070.620888100792566
5575653.73356995398852.2664300460115
5589190.47627442761590.523725572384095
5595454.7159796419594-0.71597964195945
5607675.5847819954060.415218004593971
561101102.410181321737-1.41018132173655
5628383.5165548184083-0.516554818408256
5636262.6270395166089-0.627039516608929
5646766.63953006190370.360469938096274
5659187.49797594117393.50202405882607
5669190.47627442761590.523725572384095
5679796.43287140049990.567128599500142
5686362.64775246496170.352247535038324
5698080.558969280319-0.558969280319027
5707170.6105947104930.389405289506972
5718381.55173544246641.44826455753365
5728887.49797594117390.502024058826069
5737472.58577056061131.41422943938869
5748988.47002915496850.529970845031493
5756565.6260509514037-0.626050951403652
576103103.361521587178-0.361521587178385
577122121.2727384025360.727261597464265
578123122.2758610388590.724138961140569
5799899.4111698869418-1.41116988694183
5809797.4256375626472-0.425637562647182
5816969.597115599993-0.597115599992954
5829089.47315179129220.526848208707793
5838584.49896450637920.501035493620793
5846059.69016692687250.309833073127549
5859797.4256375626472-0.425637562647182
586111113.320252631181-2.32025263118076
587105103.3718780613551.62812193864524
5887273.5992496711114-1.59924967111138
589123123.25827072683-0.258270726830382
590129128.2324580117430.767541988256618
5918382.53414513043730.465854869562695
5928685.50208714270290.497912857297094
5938889.4835082654686-1.48350826546858
5945048.74902619489911.25097380510088
5956263.640518627109-1.640518627109
5967978.54236753349530.457632466504744
5979999.4111698869418-0.411169886941833
5988281.52066601993720.47933398006277
5997171.5722914501112-0.572291450111229
600124123.2375577784780.762442221522362
6018181.5310224941136-0.531022494113605
6028384.5093209805556-1.50932098055558
603121120.2696157662120.730384233787967
6046563.65087510128541.34912489871462
6056159.70052340104881.29947659895118
6066564.64364126343270.356358736567299
6077171.593004398464-0.593004398463979
6087170.6105947104930.389405289506972
6096261.65498630281440.345013697185647
6107473.59924967111140.400750328888622
6116362.65810893913810.341891060861949
6127575.584781995406-0.584781995406029
6138282.5237886562609-0.52378865626093
6149494.4576955503816-0.457695550381582
615107108.346065346268-1.34606534626776
6169493.44421643988150.555783560118493
6179192.4514502777342-1.45145027773418
618102103.392591009708-1.3925910097075
6197372.6064835089640.393516491035947
620107106.3812459703260.618754029674144
6217474.5816593590823-0.581659359082329
6228079.54549016981890.454509830181046
623112111.3347203068860.665279693113894
6247171.6137173468167-0.613717346816729
6257876.55683520920061.4431647907994
6266969.6281850225221-0.628185022522077
6278887.45655004446840.543449955531566
628106106.370889496149-0.37088949614948
6295654.72633611613581.27366388386417
630118119.266493129888-1.26649312988833
6319089.49386473964490.506135260355045
6327675.56406904705330.43593095294672
6338382.51343218208460.486567817915444
6347776.5671916833770.43280831662302
635122122.24479161633-0.244791616330311
6368585.5020871427029-0.502087142702906
6376766.63953006190370.360469938096274
6389393.4545729140579-0.454572914057881
6395959.6798104526961-0.679810452696075
6409291.44832764141050.551672358589518
6415857.69427812840140.305721871598574
642115116.308907591799-1.30890759179911
6439696.4225149263235-0.422514926323484
644120119.2872060782410.712793921758918
6458787.4876194669976-0.487619466997556
646118117.291317279770.708682720229939
6478787.4979759411739-0.49797594117393
648101100.4142925232660.585707476734468
6495553.71285700563571.28714299436425
6509897.43599403682360.564005963176444
6518382.53414513043730.465854869562695
652102100.4039360490891.59606395091084
6537979.5558466439953-0.555846643995328

\begin{tabular}{lllllllll}
\hline
Multiple Linear Regression - Actuals, Interpolation, and Residuals \tabularnewline
Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline
1 & 83 & 82.5237886562608 & 0.476211343739181 \tabularnewline
2 & 79 & 78.5423675334951 & 0.45763246650488 \tabularnewline
3 & 92 & 92.4721632260869 & -0.472163226086937 \tabularnewline
4 & 83 & 82.5134321820846 & 0.486567817915444 \tabularnewline
5 & 92 & 91.4586841155869 & 0.541315884413143 \tabularnewline
6 & 103 & 102.389468373384 & 0.610531626616194 \tabularnewline
7 & 82 & 80.5382563319663 & 1.46174366803372 \tabularnewline
8 & 86 & 85.4917306685265 & 0.508269331473468 \tabularnewline
9 & 106 & 105.367766859826 & 0.632233140174218 \tabularnewline
10 & 79 & 78.5423675334953 & 0.457632466504744 \tabularnewline
11 & 86 & 87.4772629928212 & -1.47726299282118 \tabularnewline
12 & 76 & 77.5496013713479 & -1.54960137134793 \tabularnewline
13 & 108 & 107.363655658297 & 0.636344341703193 \tabularnewline
14 & 82 & 81.5517354424664 & 0.448264557533647 \tabularnewline
15 & 108 & 108.314995923739 & -0.314995923738635 \tabularnewline
16 & 118 & 118.273726967741 & -0.273726967741012 \tabularnewline
17 & 127 & 125.233446576949 & 1.76655342305134 \tabularnewline
18 & 123 & 122.255148090507 & 0.744851909493314 \tabularnewline
19 & 72 & 73.5681802485823 & -1.56818024858226 \tabularnewline
20 & 105 & 105.378123334002 & -0.378123334002157 \tabularnewline
21 & 63 & 61.6653427769907 & 1.33465722300928 \tabularnewline
22 & 86 & 86.4948533048502 & -0.494853304850231 \tabularnewline
23 & 58 & 56.6807990179014 & 1.31920098209865 \tabularnewline
24 & 59 & 61.6549863028144 & -2.65498630281435 \tabularnewline
25 & 100 & 101.396702211236 & -1.39670221123648 \tabularnewline
26 & 100 & 100.403936049089 & -0.403936049089158 \tabularnewline
27 & 78 & 78.5527240076716 & -0.55272400767163 \tabularnewline
28 & 94 & 94.4473390762052 & -0.447339076205206 \tabularnewline
29 & 105 & 105.367766859826 & -0.367766859825782 \tabularnewline
30 & 89 & 90.4762744276159 & -1.47627442761591 \tabularnewline
31 & 101 & 99.4215263611182 & 1.57847363888179 \tabularnewline
32 & 92 & 90.4762744276159 & 1.52372557238409 \tabularnewline
33 & 105 & 106.370889496149 & -1.37088949614948 \tabularnewline
34 & 76 & 75.5537125728769 & 0.446287427123093 \tabularnewline
35 & 80 & 78.5734369560244 & 1.42656304397562 \tabularnewline
36 & 66 & 66.618817113551 & -0.618817113550978 \tabularnewline
37 & 117 & 117.312030228123 & -0.312030228122805 \tabularnewline
38 & 94 & 95.4711746608817 & -1.47117466088165 \tabularnewline
39 & 107 & 108.346065346268 & -1.34606534626776 \tabularnewline
40 & 110 & 109.359544456768 & 0.640455543232168 \tabularnewline
41 & 110 & 110.352310618915 & -0.352310618915155 \tabularnewline
42 & 106 & 104.385357171855 & 1.61464282814517 \tabularnewline
43 & 94 & 94.4369826020288 & -0.436982602028832 \tabularnewline
44 & 71 & 69.6178285483457 & 1.3821714516543 \tabularnewline
45 & 101 & 102.389468373384 & -1.38946837338381 \tabularnewline
46 & 84 & 82.5237886562609 & 1.47621134373907 \tabularnewline
47 & 89 & 89.4731517912922 & -0.473151791292207 \tabularnewline
48 & 119 & 117.301673753946 & 1.69832624605357 \tabularnewline
49 & 97 & 97.4256375626472 & -0.425637562647182 \tabularnewline
50 & 82 & 79.5454901698189 & 2.45450983018105 \tabularnewline
51 & 89 & 88.4907421033213 & 0.509257896678744 \tabularnewline
52 & 70 & 70.610594710493 & -0.610594710493028 \tabularnewline
53 & 101 & 101.396702211236 & -0.396702211236483 \tabularnewline
54 & 81 & 82.5341451304373 & -1.5341451304373 \tabularnewline
55 & 74 & 73.588893196935 & 0.411106803064996 \tabularnewline
56 & 107 & 107.35329918412 & -0.353299184120431 \tabularnewline
57 & 97 & 97.4152810884708 & -0.415281088470808 \tabularnewline
58 & 83 & 85.5228000910557 & -2.52280009105565 \tabularnewline
59 & 95 & 94.4473390762052 & 0.552660923794794 \tabularnewline
60 & 82 & 81.54137896829 & 0.458621031710021 \tabularnewline
61 & 88 & 86.4948533048502 & 1.50514669514977 \tabularnewline
62 & 74 & 74.6023723074351 & -0.602372307435078 \tabularnewline
63 & 104 & 104.385357171855 & -0.385357171854831 \tabularnewline
64 & 73 & 73.5785367227586 & -0.57853672275863 \tabularnewline
65 & 73 & 72.5857705606113 & 0.414229439388694 \tabularnewline
66 & 81 & 81.54137896829 & -0.541378968289979 \tabularnewline
67 & 79 & 79.5454901698189 & -0.545490169818954 \tabularnewline
68 & 83 & 82.5134321820846 & 0.486567817915444 \tabularnewline
69 & 111 & 110.352310618915 & 0.647689381084845 \tabularnewline
70 & 138 & 138.160119633217 & -0.160119633216633 \tabularnewline
71 & 81 & 81.5206660199372 & -0.52066601993723 \tabularnewline
72 & 107 & 107.363655658297 & -0.363655658296807 \tabularnewline
73 & 66 & 67.6219397498747 & -1.62193974987468 \tabularnewline
74 & 81 & 83.5269112925846 & -2.52691129258463 \tabularnewline
75 & 74 & 73.5992496711114 & 0.400750328888622 \tabularnewline
76 & 96 & 96.4121584521471 & -0.412158452147108 \tabularnewline
77 & 86 & 84.5093209805556 & 1.49067901944442 \tabularnewline
78 & 69 & 69.6178285483457 & -0.617828548345702 \tabularnewline
79 & 73 & 71.6033608726404 & 1.39663912735965 \tabularnewline
80 & 71 & 70.6209511846694 & 0.379048815330596 \tabularnewline
81 & 64 & 64.6332847892563 & -0.633284789256329 \tabularnewline
82 & 79 & 80.558969280319 & -1.55896928031903 \tabularnewline
83 & 60 & 59.6798104526961 & 0.320189547303925 \tabularnewline
84 & 111 & 110.331597670562 & 0.668402329437593 \tabularnewline
85 & 107 & 105.378123334002 & 1.62187666599784 \tabularnewline
86 & 90 & 89.4731517912922 & 0.526848208707793 \tabularnewline
87 & 98 & 96.4535843488526 & 1.54641565114739 \tabularnewline
88 & 77 & 77.5392448971716 & -0.539244897171556 \tabularnewline
89 & 93 & 92.4721632260869 & 0.527836773913071 \tabularnewline
90 & 68 & 67.6219397498747 & 0.378060250125323 \tabularnewline
91 & 74 & 74.571302884906 & -0.571302884905955 \tabularnewline
92 & 70 & 70.610594710493 & -0.610594710493028 \tabularnewline
93 & 80 & 79.5454901698189 & 0.454509830181046 \tabularnewline
94 & 81 & 81.5206660199372 & -0.52066601993723 \tabularnewline
95 & 72 & 72.606483508964 & -0.606483508964053 \tabularnewline
96 & 81 & 80.5486128061427 & 0.451387193857346 \tabularnewline
97 & 92 & 91.4690405897632 & 0.53095941023677 \tabularnewline
98 & 81 & 82.5030757079082 & -1.50307570790818 \tabularnewline
99 & 78 & 79.5247772214662 & -1.52477722146621 \tabularnewline
100 & 92 & 92.4514502777342 & -0.451450277734181 \tabularnewline
101 & 92 & 91.4379711672341 & 0.562028832765892 \tabularnewline
102 & 107 & 106.360533021973 & 0.639466978026892 \tabularnewline
103 & 98 & 98.4080472506181 & -0.408047250618133 \tabularnewline
104 & 86 & 83.5269112925846 & 2.47308870741537 \tabularnewline
105 & 77 & 78.5423675334953 & -1.54236753349526 \tabularnewline
106 & 96 & 97.4256375626472 & -1.42563756264718 \tabularnewline
107 & 104 & 104.364644223502 & -0.364644223502083 \tabularnewline
108 & 77 & 77.5496013713479 & -0.549601371347931 \tabularnewline
109 & 65 & 66.6395300619037 & -1.63953006190373 \tabularnewline
110 & 61 & 59.6901669268725 & 1.30983307312755 \tabularnewline
111 & 117 & 118.294439916094 & -1.29443991609376 \tabularnewline
112 & 84 & 83.5165548184083 & 0.483445181591744 \tabularnewline
113 & 69 & 70.5898817621403 & -1.58988176214028 \tabularnewline
114 & 85 & 84.519677454732 & 0.480322545268045 \tabularnewline
115 & 116 & 116.298551117623 & -0.298551117622735 \tabularnewline
116 & 115 & 114.313018793328 & 0.686981206671918 \tabularnewline
117 & 55 & 54.7159796419594 & 0.28402035804055 \tabularnewline
118 & 64 & 64.6539977376091 & -0.653997737609076 \tabularnewline
119 & 117 & 116.288194643446 & 0.711805356553641 \tabularnewline
120 & 68 & 67.6219397498747 & 0.378060250125323 \tabularnewline
121 & 104 & 104.395713646031 & -0.395713646031206 \tabularnewline
122 & 66 & 66.6291735877274 & -0.62917358772735 \tabularnewline
123 & 70 & 69.6074720741693 & 0.392527925830674 \tabularnewline
124 & 89 & 89.4524388429395 & -0.452438842939458 \tabularnewline
125 & 79 & 77.5599578455243 & 1.4400421544757 \tabularnewline
126 & 70 & 68.6354188603748 & 1.36458113962525 \tabularnewline
127 & 63 & 63.6508751012854 & -0.650875101285378 \tabularnewline
128 & 79 & 78.563080481848 & 0.436919518151996 \tabularnewline
129 & 62 & 60.6725766148434 & 1.3274233851566 \tabularnewline
130 & 94 & 92.4618067519106 & 1.53819324808944 \tabularnewline
131 & 83 & 83.5165548184083 & -0.516554818408256 \tabularnewline
132 & 118 & 117.29131727977 & 0.708682720229939 \tabularnewline
133 & 62 & 61.6653427769907 & 0.334657223009275 \tabularnewline
134 & 78 & 78.563080481848 & -0.563080481848004 \tabularnewline
135 & 83 & 84.519677454732 & -1.51967745473196 \tabularnewline
136 & 91 & 91.4586841155869 & -0.458684115586857 \tabularnewline
137 & 84 & 82.5134321820846 & 1.48656781791544 \tabularnewline
138 & 76 & 75.584781995406 & 0.415218004593971 \tabularnewline
139 & 100 & 99.4215263611182 & 0.578473638881793 \tabularnewline
140 & 80 & 80.5486128061427 & -0.548612806142654 \tabularnewline
141 & 98 & 99.4215263611182 & -1.42152636111821 \tabularnewline
142 & 89 & 89.4938647396449 & -0.493864739644955 \tabularnewline
143 & 98 & 99.4215263611182 & -1.42152636111821 \tabularnewline
144 & 88 & 88.4803856291449 & -0.480385629144881 \tabularnewline
145 & 81 & 80.5175433836135 & 0.482456616386468 \tabularnewline
146 & 88 & 88.4700291549685 & -0.470029154968507 \tabularnewline
147 & 75 & 75.584781995406 & -0.584781995406029 \tabularnewline
148 & 77 & 78.563080481848 & -1.563080481848 \tabularnewline
149 & 88 & 87.4979759411739 & 0.502024058826069 \tabularnewline
150 & 65 & 65.6467638997564 & -0.646763899756399 \tabularnewline
151 & 69 & 69.6178285483457 & -0.617828548345702 \tabularnewline
152 & 76 & 75.5744255212297 & 0.425574478770346 \tabularnewline
153 & 53 & 52.7304473176648 & 0.269552682335203 \tabularnewline
154 & 82 & 82.5341451304373 & -0.534145130437304 \tabularnewline
155 & 67 & 65.63640742558 & 1.36359257441997 \tabularnewline
156 & 84 & 84.5196774547319 & -0.519677454731955 \tabularnewline
157 & 112 & 110.341954144739 & 1.65804585526122 \tabularnewline
158 & 91 & 91.4690405897632 & -0.46904058976323 \tabularnewline
159 & 104 & 102.368755425031 & 1.63124457496894 \tabularnewline
160 & 79 & 77.5496013713479 & 1.45039862865207 \tabularnewline
161 & 90 & 90.4659179534395 & -0.465917953439532 \tabularnewline
162 & 60 & 61.6860557253435 & -1.68605572534348 \tabularnewline
163 & 79 & 80.5486128061427 & -1.54861280614265 \tabularnewline
164 & 99 & 98.4287601989709 & 0.571239801029118 \tabularnewline
165 & 68 & 66.6498865360801 & 1.3501134639199 \tabularnewline
166 & 79 & 79.5247772214662 & -0.524777221466207 \tabularnewline
167 & 107 & 106.350176547797 & 0.649823452203267 \tabularnewline
168 & 114 & 116.298551117623 & -2.29855111762273 \tabularnewline
169 & 81 & 82.5237886562609 & -1.52378865626093 \tabularnewline
170 & 83 & 81.5310224941136 & 1.46897750588639 \tabularnewline
171 & 61 & 60.6829330890198 & 0.317066910980226 \tabularnewline
172 & 82 & 81.5103095457609 & 0.489690454239143 \tabularnewline
173 & 134 & 134.189054984627 & -0.189054984627334 \tabularnewline
174 & 102 & 102.379111899207 & -0.379111899207434 \tabularnewline
175 & 132 & 132.18280971198 & -0.182809711979937 \tabularnewline
176 & 72 & 72.5754140864349 & -0.57541408643493 \tabularnewline
177 & 72 & 73.588893196935 & -1.588893196935 \tabularnewline
178 & 102 & 101.375989262884 & 0.624010737116265 \tabularnewline
179 & 92 & 92.4514502777342 & -0.451450277734181 \tabularnewline
180 & 94 & 94.4576955503816 & -0.457695550381582 \tabularnewline
181 & 86 & 86.4844968306739 & -0.484496830673857 \tabularnewline
182 & 84 & 83.5061983442319 & 0.493801655768119 \tabularnewline
183 & 66 & 67.6219397498747 & -1.62193974987468 \tabularnewline
184 & 129 & 130.176564439333 & -1.17656443933254 \tabularnewline
185 & 88 & 89.4627953171158 & -1.46279531711583 \tabularnewline
186 & 109 & 111.314007358533 & -2.31400735853336 \tabularnewline
187 & 84 & 84.5093209805556 & -0.509320980555581 \tabularnewline
188 & 73 & 73.588893196935 & -0.588893196935004 \tabularnewline
189 & 86 & 85.5124436168793 & 0.48755638312072 \tabularnewline
190 & 113 & 113.309896157004 & -0.309896157004383 \tabularnewline
191 & 88 & 88.4803856291449 & -0.480385629144881 \tabularnewline
192 & 90 & 91.4483276414105 & -1.44832764141048 \tabularnewline
193 & 82 & 82.5237886562609 & -0.52378865626093 \tabularnewline
194 & 111 & 110.352310618915 & 0.647689381084845 \tabularnewline
195 & 73 & 72.5857705606113 & 0.414229439388694 \tabularnewline
196 & 91 & 91.4690405897632 & -0.46904058976323 \tabularnewline
197 & 72 & 71.6033608726404 & 0.396639127359645 \tabularnewline
198 & 111 & 110.341954144739 & 0.658045855261217 \tabularnewline
199 & 108 & 107.342942709944 & 0.65705729005594 \tabularnewline
200 & 83 & 80.5382563319663 & 2.46174366803372 \tabularnewline
201 & 81 & 80.5382563319663 & 0.461743668033721 \tabularnewline
202 & 111 & 111.345076781062 & -0.345076781062481 \tabularnewline
203 & 69 & 69.6074720741693 & -0.607472074169326 \tabularnewline
204 & 106 & 104.364644223502 & 1.63535577649792 \tabularnewline
205 & 115 & 113.309896157004 & 1.69010384299562 \tabularnewline
206 & 132 & 131.210756498185 & 0.789243501814638 \tabularnewline
207 & 78 & 77.5703143197007 & 0.429685680299321 \tabularnewline
208 & 90 & 90.4762744276159 & -0.476274427615906 \tabularnewline
209 & 132 & 130.197277387685 & 1.80272261231472 \tabularnewline
210 & 91 & 91.4690405897632 & -0.46904058976323 \tabularnewline
211 & 115 & 115.295428481299 & -0.295428481299033 \tabularnewline
212 & 65 & 65.6260509514037 & -0.626050951403652 \tabularnewline
213 & 77 & 78.5527240076716 & -1.55272400767163 \tabularnewline
214 & 71 & 69.6178285483457 & 1.3821714516543 \tabularnewline
215 & 74 & 73.5992496711114 & 0.400750328888622 \tabularnewline
216 & 76 & 75.5744255212297 & 0.425574478770346 \tabularnewline
217 & 115 & 115.316141429652 & -0.316141429651783 \tabularnewline
218 & 100 & 98.4184037247945 & 1.58159627520549 \tabularnewline
219 & 70 & 69.6178285483457 & 0.382171451654298 \tabularnewline
220 & 71 & 71.593004398464 & -0.593004398463979 \tabularnewline
221 & 74 & 74.5816593590823 & -0.581659359082329 \tabularnewline
222 & 60 & 60.6829330890198 & -0.682933089019774 \tabularnewline
223 & 58 & 58.6870442905487 & -0.687044290548749 \tabularnewline
224 & 105 & 105.357410385649 & -0.357410385649406 \tabularnewline
225 & 105 & 106.350176547797 & -1.35017654779673 \tabularnewline
226 & 100 & 99.4008134127655 & 0.599186587234542 \tabularnewline
227 & 74 & 74.5816593590823 & -0.581659359082329 \tabularnewline
228 & 77 & 77.5703143197007 & -0.570314319700679 \tabularnewline
229 & 77 & 77.5599578455243 & -0.559957845524305 \tabularnewline
230 & 109 & 108.346065346268 & 0.653934653732242 \tabularnewline
231 & 68 & 67.6219397498747 & 0.378060250125323 \tabularnewline
232 & 67 & 67.6115832756983 & -0.611583275698301 \tabularnewline
233 & 96 & 95.4297487641762 & 0.570251235823843 \tabularnewline
234 & 86 & 84.5093209805556 & 1.49067901944442 \tabularnewline
235 & 85 & 84.5093209805556 & 0.490679019444419 \tabularnewline
236 & 91 & 91.4690405897632 & -0.46904058976323 \tabularnewline
237 & 104 & 102.389468373384 & 1.61053162661619 \tabularnewline
238 & 94 & 93.4545729140579 & 0.545427085942119 \tabularnewline
239 & 67 & 66.6291735877274 & 0.37082641227265 \tabularnewline
240 & 79 & 80.5278998577899 & -1.52789985778991 \tabularnewline
241 & 73 & 73.5785367227586 & -0.57853672275863 \tabularnewline
242 & 93 & 92.4514502777342 & 0.548549722265819 \tabularnewline
243 & 87 & 87.4772629928212 & -0.477262992821182 \tabularnewline
244 & 66 & 66.618817113551 & -0.618817113550978 \tabularnewline
245 & 79 & 78.5527240076716 & 0.44727599232837 \tabularnewline
246 & 94 & 96.4328714004999 & -2.43287140049986 \tabularnewline
247 & 84 & 82.5341451304373 & 1.4658548695627 \tabularnewline
248 & 67 & 67.5908703273456 & -0.590870327345554 \tabularnewline
249 & 121 & 120.248902817859 & 0.751097182140717 \tabularnewline
250 & 82 & 81.5310224941136 & 0.468977505886395 \tabularnewline
251 & 116 & 116.319264065975 & -0.319264065975479 \tabularnewline
252 & 83 & 81.54137896829 & 1.45862103171002 \tabularnewline
253 & 66 & 66.618817113551 & -0.618817113550978 \tabularnewline
254 & 66 & 66.6291735877274 & -0.62917358772735 \tabularnewline
255 & 71 & 70.6416641330221 & 0.358335866977849 \tabularnewline
256 & 83 & 81.5310224941136 & 1.46897750588639 \tabularnewline
257 & 93 & 94.4576955503816 & -1.45769555038158 \tabularnewline
258 & 83 & 82.5237886562609 & 0.47621134373907 \tabularnewline
259 & 112 & 112.33784294321 & -0.337842943209808 \tabularnewline
260 & 79 & 78.563080481848 & 0.436919518151996 \tabularnewline
261 & 135 & 135.192177620951 & -0.192177620951036 \tabularnewline
262 & 85 & 84.4989645063792 & 0.501035493620793 \tabularnewline
263 & 91 & 92.4825197002633 & -1.4825197002633 \tabularnewline
264 & 103 & 102.39982484756 & 0.600175152439819 \tabularnewline
265 & 77 & 76.5775481575534 & 0.422451842446646 \tabularnewline
266 & 70 & 68.6354188603748 & 1.36458113962525 \tabularnewline
267 & 53 & 51.7480376296938 & 1.25196237030615 \tabularnewline
268 & 85 & 85.5020871427029 & -0.502087142702906 \tabularnewline
269 & 88 & 89.4731517912922 & -1.47315179129221 \tabularnewline
270 & 65 & 63.640518627109 & 1.359481372891 \tabularnewline
271 & 119 & 119.276849604065 & -0.276849604064707 \tabularnewline
272 & 93 & 92.4825197002633 & 0.517480299736696 \tabularnewline
273 & 84 & 84.5093209805556 & -0.509320980555581 \tabularnewline
274 & 70 & 68.614705912022 & 1.385294087978 \tabularnewline
275 & 64 & 64.6539977376091 & -0.653997737609076 \tabularnewline
276 & 63 & 62.6581089391381 & 0.341891060861949 \tabularnewline
277 & 152 & 153.051612065427 & -1.05161206542652 \tabularnewline
278 & 83 & 82.5237886562609 & 0.47621134373907 \tabularnewline
279 & 66 & 66.618817113551 & -0.618817113550978 \tabularnewline
280 & 83 & 81.54137896829 & 1.45862103171002 \tabularnewline
281 & 106 & 107.342942709944 & -1.34294270994406 \tabularnewline
282 & 85 & 84.5300339289083 & 0.469966071091671 \tabularnewline
283 & 85 & 84.4989645063792 & 0.501035493620793 \tabularnewline
284 & 84 & 84.5196774547319 & -0.519677454731955 \tabularnewline
285 & 78 & 76.5879046317297 & 1.41209536827027 \tabularnewline
286 & 94 & 95.4193922899998 & -1.41939228999978 \tabularnewline
287 & 82 & 81.54137896829 & 0.458621031710021 \tabularnewline
288 & 66 & 64.6436412634327 & 1.3563587365673 \tabularnewline
289 & 69 & 69.6074720741693 & -0.607472074169326 \tabularnewline
290 & 83 & 82.5030757079082 & 0.496924292091818 \tabularnewline
291 & 83 & 84.5093209805556 & -1.50932098055558 \tabularnewline
292 & 124 & 124.230323940625 & -0.230323940624957 \tabularnewline
293 & 101 & 102.379111899207 & -1.37911189920743 \tabularnewline
294 & 113 & 111.32436383271 & 1.67563616729027 \tabularnewline
295 & 107 & 106.360533021973 & 0.639466978026892 \tabularnewline
296 & 83 & 81.54137896829 & 1.45862103171002 \tabularnewline
297 & 79 & 77.5599578455243 & 1.4400421544757 \tabularnewline
298 & 85 & 84.519677454732 & 0.480322545268045 \tabularnewline
299 & 62 & 61.6653427769907 & 0.334657223009275 \tabularnewline
300 & 83 & 82.5134321820846 & 0.486567817915444 \tabularnewline
301 & 101 & 101.417415159589 & -0.41741515958923 \tabularnewline
302 & 60 & 61.6653427769907 & -1.66534277699072 \tabularnewline
303 & 86 & 85.4710177201738 & 0.528982279826217 \tabularnewline
304 & 101 & 101.407058685413 & -0.407058685412855 \tabularnewline
305 & 73 & 72.5857705606113 & 0.414229439388694 \tabularnewline
306 & 70 & 69.6281850225221 & 0.371814977477923 \tabularnewline
307 & 88 & 87.4772629928212 & 0.522737007178818 \tabularnewline
308 & 74 & 74.5816593590823 & -0.581659359082329 \tabularnewline
309 & 105 & 105.367766859826 & -0.367766859825782 \tabularnewline
310 & 82 & 82.5341451304373 & -0.534145130437304 \tabularnewline
311 & 83 & 81.5206660199372 & 1.47933398006277 \tabularnewline
312 & 90 & 90.4762744276159 & -0.476274427615906 \tabularnewline
313 & 70 & 68.614705912022 & 1.385294087978 \tabularnewline
314 & 56 & 57.6942781284014 & -1.69427812840143 \tabularnewline
315 & 70 & 69.6178285483457 & 0.382171451654298 \tabularnewline
316 & 79 & 79.5454901698189 & -0.545490169818954 \tabularnewline
317 & 127 & 125.233446576949 & 1.76655342305134 \tabularnewline
318 & 96 & 94.4473390762052 & 1.55266092379479 \tabularnewline
319 & 101 & 100.403936049089 & 0.596063950910842 \tabularnewline
320 & 81 & 82.5341451304373 & -1.5341451304373 \tabularnewline
321 & 93 & 93.4649293882343 & -0.464929388234255 \tabularnewline
322 & 92 & 90.4555614792632 & 1.54443852073684 \tabularnewline
323 & 79 & 81.5310224941136 & -2.5310224941136 \tabularnewline
324 & 78 & 77.5703143197007 & 0.429685680299321 \tabularnewline
325 & 68 & 67.6219397498747 & 0.378060250125323 \tabularnewline
326 & 92 & 92.4825197002633 & -0.482519700263304 \tabularnewline
327 & 73 & 73.5785367227586 & -0.57853672275863 \tabularnewline
328 & 61 & 62.6477524649617 & -1.64775246496168 \tabularnewline
329 & 73 & 71.593004398464 & 1.40699560153602 \tabularnewline
330 & 108 & 106.360533021973 & 1.63946697802689 \tabularnewline
331 & 88 & 87.4669065186448 & 0.533093481355192 \tabularnewline
332 & 66 & 64.6332847892563 & 1.36671521074367 \tabularnewline
333 & 59 & 59.6901669268725 & -0.690166926872451 \tabularnewline
334 & 61 & 60.6725766148434 & 0.327423385156598 \tabularnewline
335 & 55 & 53.7232134798121 & 1.27678652018788 \tabularnewline
336 & 119 & 119.266493129888 & -0.266493129888332 \tabularnewline
337 & 89 & 88.4803856291449 & 0.519614370855119 \tabularnewline
338 & 68 & 68.614705912022 & -0.614705912022003 \tabularnewline
339 & 125 & 127.22933537542 & -2.22933537541969 \tabularnewline
340 & 66 & 65.63640742558 & 0.363592574419973 \tabularnewline
341 & 82 & 79.5662031181717 & 2.4337968818283 \tabularnewline
342 & 101 & 100.414292523266 & 0.585707476734468 \tabularnewline
343 & 104 & 105.347053911473 & -1.34705391147303 \tabularnewline
344 & 63 & 63.6612315754617 & -0.66123157546175 \tabularnewline
345 & 63 & 64.6436412634327 & -1.6436412634327 \tabularnewline
346 & 63 & 60.662220140667 & 2.33777985933297 \tabularnewline
347 & 98 & 98.4184037247945 & -0.418403724794507 \tabularnewline
348 & 90 & 89.4835082654686 & 0.516491734531419 \tabularnewline
349 & 97 & 95.4504617125289 & 1.54953828747109 \tabularnewline
350 & 74 & 73.5785367227586 & 0.42146327724137 \tabularnewline
351 & 63 & 63.6508751012854 & -0.650875101285378 \tabularnewline
352 & 102 & 102.389468373384 & -0.389468373383806 \tabularnewline
353 & 90 & 89.4731517912922 & 0.526848208707793 \tabularnewline
354 & 79 & 80.5486128061427 & -1.54861280614265 \tabularnewline
355 & 74 & 72.606483508964 & 1.39351649103595 \tabularnewline
356 & 89 & 89.4938647396449 & -0.493864739644955 \tabularnewline
357 & 70 & 70.610594710493 & -0.610594710493028 \tabularnewline
358 & 77 & 77.5496013713479 & -0.549601371347931 \tabularnewline
359 & 78 & 77.5496013713479 & 0.450398628652069 \tabularnewline
360 & 70 & 69.6281850225221 & 0.371814977477923 \tabularnewline
361 & 95 & 94.4473390762052 & 0.552660923794794 \tabularnewline
362 & 100 & 100.383223100736 & -0.383223100736409 \tabularnewline
363 & 64 & 62.6373959907853 & 1.3626040092147 \tabularnewline
364 & 90 & 89.4627953171158 & 0.537204682884168 \tabularnewline
365 & 109 & 108.356421820444 & 0.643578179555867 \tabularnewline
366 & 89 & 89.4627953171158 & -0.462795317115832 \tabularnewline
367 & 66 & 65.63640742558 & 0.363592574419973 \tabularnewline
368 & 88 & 88.4907421033213 & -0.490742103321256 \tabularnewline
369 & 108 & 107.35329918412 & 0.646700815879569 \tabularnewline
370 & 97 & 98.4080472506181 & -1.40804725061813 \tabularnewline
371 & 66 & 64.6332847892563 & 1.36671521074367 \tabularnewline
372 & 85 & 83.5165548184083 & 1.48344518159174 \tabularnewline
373 & 79 & 80.5486128061427 & -1.54861280614265 \tabularnewline
374 & 95 & 93.4338599657051 & 1.56614003429487 \tabularnewline
375 & 62 & 64.6436412634327 & -2.6436412634327 \tabularnewline
376 & 76 & 74.5816593590823 & 1.41834064091767 \tabularnewline
377 & 69 & 70.6209511846694 & -1.6209511846694 \tabularnewline
378 & 105 & 105.378123334002 & -0.378123334002157 \tabularnewline
379 & 74 & 73.5785367227586 & 0.42146327724137 \tabularnewline
380 & 96 & 97.4359940368236 & -1.43599403682356 \tabularnewline
381 & 83 & 82.5134321820846 & 0.486567817915444 \tabularnewline
382 & 76 & 76.5879046317297 & -0.587904631729728 \tabularnewline
383 & 83 & 81.5517354424664 & 1.44826455753365 \tabularnewline
384 & 68 & 69.6178285483457 & -1.6178285483457 \tabularnewline
385 & 68 & 68.614705912022 & -0.614705912022003 \tabularnewline
386 & 76 & 76.567191683377 & -0.56719168337698 \tabularnewline
387 & 73 & 75.5744255212297 & -2.57442552122965 \tabularnewline
388 & 71 & 69.6178285483457 & 1.3821714516543 \tabularnewline
389 & 74 & 74.5920158332587 & -0.592015833258703 \tabularnewline
390 & 78 & 76.567191683377 & 1.43280831662302 \tabularnewline
391 & 95 & 94.4576955503816 & 0.542304449618418 \tabularnewline
392 & 103 & 101.396702211236 & 1.60329778876352 \tabularnewline
393 & 82 & 81.5310224941136 & 0.468977505886395 \tabularnewline
394 & 67 & 66.6291735877274 & 0.37082641227265 \tabularnewline
395 & 77 & 75.5537125728769 & 1.44628742712309 \tabularnewline
396 & 93 & 93.4649293882343 & -0.464929388234255 \tabularnewline
397 & 76 & 77.5496013713479 & -1.54960137134793 \tabularnewline
398 & 85 & 83.5061983442319 & 1.49380165576812 \tabularnewline
399 & 68 & 68.614705912022 & -0.614705912022003 \tabularnewline
400 & 81 & 81.5103095457609 & -0.510309545760856 \tabularnewline
401 & 87 & 87.4876194669976 & -0.487619466997556 \tabularnewline
402 & 67 & 68.6043494378456 & -1.60434943784563 \tabularnewline
403 & 78 & 77.5496013713479 & 0.450398628652069 \tabularnewline
404 & 93 & 93.4545729140579 & -0.454572914057881 \tabularnewline
405 & 87 & 87.4979759411739 & -0.49797594117393 \tabularnewline
406 & 77 & 77.5496013713479 & -0.549601371347931 \tabularnewline
407 & 79 & 79.5454901698189 & -0.545490169818954 \tabularnewline
408 & 84 & 84.4989645063792 & -0.498964506379207 \tabularnewline
409 & 114 & 114.292305844975 & -0.292305844975334 \tabularnewline
410 & 84 & 83.537267766761 & 0.462732233238996 \tabularnewline
411 & 105 & 102.39982484756 & 2.60017515243982 \tabularnewline
412 & 117 & 116.288194643446 & 0.711805356553641 \tabularnewline
413 & 94 & 94.4576955503816 & -0.457695550381582 \tabularnewline
414 & 65 & 64.6643542117855 & 0.335645788214552 \tabularnewline
415 & 75 & 76.5568352092006 & -1.5568352092006 \tabularnewline
416 & 73 & 71.593004398464 & 1.40699560153602 \tabularnewline
417 & 117 & 116.298551117623 & 0.701448882377265 \tabularnewline
418 & 75 & 75.5744255212297 & -0.574425521229654 \tabularnewline
419 & 85 & 86.4948533048502 & -1.49485330485023 \tabularnewline
420 & 83 & 83.5165548184083 & -0.516554818408256 \tabularnewline
421 & 63 & 64.62292831508 & -1.62292831507995 \tabularnewline
422 & 80 & 80.5382563319663 & -0.538256331966279 \tabularnewline
423 & 73 & 72.5961270347877 & 0.40387296521232 \tabularnewline
424 & 86 & 84.4989645063792 & 1.50103549362079 \tabularnewline
425 & 103 & 102.389468373384 & 0.610531626616194 \tabularnewline
426 & 67 & 67.6115832756983 & -0.611583275698301 \tabularnewline
427 & 83 & 82.5237886562609 & 0.47621134373907 \tabularnewline
428 & 55 & 56.7222249146068 & -1.72222491460685 \tabularnewline
429 & 90 & 88.4907421033213 & 1.50925789667874 \tabularnewline
430 & 123 & 123.237557778478 & -0.237557778477638 \tabularnewline
431 & 98 & 97.4359940368236 & 0.564005963176444 \tabularnewline
432 & 188 & 187.808784214759 & 0.19121578524073 \tabularnewline
433 & 76 & 75.5951384695824 & 0.404861530417597 \tabularnewline
434 & 72 & 71.6033608726404 & 0.396639127359645 \tabularnewline
435 & 65 & 65.63640742558 & -0.636407425580027 \tabularnewline
436 & 99 & 98.4287601989709 & 0.571239801029118 \tabularnewline
437 & 86 & 86.4741403564975 & -0.474140356497483 \tabularnewline
438 & 81 & 81.5517354424664 & -0.551735442466353 \tabularnewline
439 & 99 & 98.4184037247945 & 0.581596275205493 \tabularnewline
440 & 58 & 58.666331342196 & -0.666331342196005 \tabularnewline
441 & 90 & 91.4793970639396 & -1.47939706393961 \tabularnewline
442 & 97 & 97.4359940368236 & -0.435994036823556 \tabularnewline
443 & 85 & 85.5124436168793 & -0.51244361687928 \tabularnewline
444 & 79 & 77.5703143197007 & 1.42968568029932 \tabularnewline
445 & 110 & 109.359544456768 & 0.640455543232168 \tabularnewline
446 & 92 & 91.4690405897632 & 0.53095941023677 \tabularnewline
447 & 88 & 86.4948533048502 & 1.50514669514977 \tabularnewline
448 & 56 & 55.7087458041068 & 0.291254195893223 \tabularnewline
449 & 71 & 71.6033608726404 & -0.603360872640355 \tabularnewline
450 & 110 & 108.356421820444 & 1.64357817955587 \tabularnewline
451 & 77 & 75.5744255212297 & 1.42557447877035 \tabularnewline
452 & 66 & 66.6395300619037 & -0.639530061903726 \tabularnewline
453 & 114 & 115.316141429652 & -1.31614142965178 \tabularnewline
454 & 76 & 75.5744255212297 & 0.425574478770346 \tabularnewline
455 & 109 & 107.35329918412 & 1.64670081587957 \tabularnewline
456 & 125 & 124.230323940625 & 0.769676059375042 \tabularnewline
457 & 74 & 73.588893196935 & 0.411106803064996 \tabularnewline
458 & 89 & 89.4731517912922 & -0.473151791292207 \tabularnewline
459 & 100 & 100.414292523266 & -0.414292523265532 \tabularnewline
460 & 77 & 77.5496013713479 & -0.549601371347931 \tabularnewline
461 & 99 & 100.403936049089 & -1.40393604908916 \tabularnewline
462 & 88 & 87.4876194669976 & 0.512380533002444 \tabularnewline
463 & 96 & 96.4225149263235 & -0.422514926323484 \tabularnewline
464 & 87 & 87.5083324153503 & -0.508332415350305 \tabularnewline
465 & 101 & 101.396702211236 & -0.396702211236483 \tabularnewline
466 & 78 & 78.5527240076716 & -0.55272400767163 \tabularnewline
467 & 119 & 119.287206078241 & -0.287206078241083 \tabularnewline
468 & 105 & 106.370889496149 & -1.37088949614948 \tabularnewline
469 & 80 & 78.563080481848 & 1.436919518152 \tabularnewline
470 & 69 & 68.614705912022 & 0.385294087977997 \tabularnewline
471 & 89 & 90.4762744276159 & -1.47627442761591 \tabularnewline
472 & 69 & 72.5961270347877 & -3.59612703478768 \tabularnewline
473 & 66 & 65.6053380030509 & 0.394661996949095 \tabularnewline
474 & 70 & 69.6281850225221 & 0.371814977477923 \tabularnewline
475 & 83 & 82.5237886562609 & 0.47621134373907 \tabularnewline
476 & 81 & 80.558969280319 & 0.441030719680972 \tabularnewline
477 & 73 & 73.588893196935 & -0.588893196935004 \tabularnewline
478 & 100 & 100.403936049089 & -0.403936049089158 \tabularnewline
479 & 67 & 66.6498865360801 & 0.350113463919899 \tabularnewline
480 & 108 & 109.338831508415 & -1.33883150841508 \tabularnewline
481 & 105 & 104.364644223502 & 0.635355776497917 \tabularnewline
482 & 119 & 119.287206078241 & -0.287206078241083 \tabularnewline
483 & 91 & 89.4835082654686 & 1.51649173453142 \tabularnewline
484 & 102 & 101.396702211236 & 0.603297788763517 \tabularnewline
485 & 100 & 99.4111698869418 & 0.588830113058167 \tabularnewline
486 & 76 & 75.584781995406 & 0.415218004593971 \tabularnewline
487 & 100 & 99.4215263611182 & 0.578473638881793 \tabularnewline
488 & 86 & 85.4917306685265 & 0.508269331473468 \tabularnewline
489 & 103 & 104.375000697678 & -1.37500069767846 \tabularnewline
490 & 93 & 94.4576955503816 & -1.45769555038158 \tabularnewline
491 & 57 & 56.7015119662541 & 0.298488033745897 \tabularnewline
492 & 115 & 118.294439916094 & -3.29443991609376 \tabularnewline
493 & 82 & 80.5175433836135 & 1.48245661638647 \tabularnewline
494 & 99 & 97.4256375626472 & 1.57436243735282 \tabularnewline
495 & 63 & 62.6788218874908 & 0.321178112509201 \tabularnewline
496 & 166 & 164.954449537018 & 1.04555046298195 \tabularnewline
497 & 74 & 72.5857705606113 & 1.41422943938869 \tabularnewline
498 & 86 & 85.533156565232 & 0.466843434767972 \tabularnewline
499 & 87 & 87.4772629928212 & -0.477262992821182 \tabularnewline
500 & 101 & 103.382234535531 & -2.38223453553113 \tabularnewline
501 & 73 & 73.5992496711114 & -0.599249671111378 \tabularnewline
502 & 102 & 101.38634573706 & 0.613654262939891 \tabularnewline
503 & 97 & 98.4287601989709 & -1.42876019897088 \tabularnewline
504 & 86 & 86.5052097790266 & -0.505209779026605 \tabularnewline
505 & 116 & 117.29131727977 & -1.29131727977006 \tabularnewline
506 & 81 & 79.5454901698189 & 1.45450983018105 \tabularnewline
507 & 140 & 139.142529321188 & 0.857470678812416 \tabularnewline
508 & 93 & 91.4586841155869 & 1.54131588441314 \tabularnewline
509 & 111 & 112.327486469033 & -1.32748646903343 \tabularnewline
510 & 115 & 115.305784955475 & -0.305784955475408 \tabularnewline
511 & 70 & 73.5992496711114 & -3.59924967111138 \tabularnewline
512 & 68 & 68.614705912022 & -0.614705912022003 \tabularnewline
513 & 77 & 76.5775481575534 & 0.422451842446646 \tabularnewline
514 & 81 & 81.5310224941136 & -0.531022494113605 \tabularnewline
515 & 64 & 64.6539977376091 & -0.653997737609076 \tabularnewline
516 & 111 & 110.331597670562 & 0.668402329437593 \tabularnewline
517 & 126 & 123.25827072683 & 2.74172927316962 \tabularnewline
518 & 97 & 98.4287601989709 & -1.42876019897088 \tabularnewline
519 & 72 & 71.6137173468167 & 0.386282653183272 \tabularnewline
520 & 88 & 88.4907421033213 & -0.490742103321256 \tabularnewline
521 & 78 & 78.5527240076716 & -0.55272400767163 \tabularnewline
522 & 94 & 93.4442164398815 & 0.555783560118493 \tabularnewline
523 & 78 & 78.5527240076716 & -0.55272400767163 \tabularnewline
524 & 70 & 70.6002382363167 & -0.600238236316653 \tabularnewline
525 & 96 & 95.4297487641762 & 0.570251235823843 \tabularnewline
526 & 99 & 100.414292523266 & -1.41429252326553 \tabularnewline
527 & 79 & 79.5454901698189 & -0.545490169818954 \tabularnewline
528 & 102 & 102.39982484756 & -0.399824847560181 \tabularnewline
529 & 89 & 88.4700291549685 & 0.529970845031493 \tabularnewline
530 & 79 & 78.5423675334953 & 0.457632466504744 \tabularnewline
531 & 94 & 94.4576955503816 & -0.457695550381582 \tabularnewline
532 & 89 & 90.4762744276159 & -1.47627442761591 \tabularnewline
533 & 94 & 95.4504617125289 & -1.45046171252891 \tabularnewline
534 & 63 & 64.6539977376091 & -1.65399773760908 \tabularnewline
535 & 76 & 76.5464787350242 & -0.546478735024231 \tabularnewline
536 & 55 & 55.7294587524595 & -0.729458752459524 \tabularnewline
537 & 83 & 81.5310224941136 & 1.46897750588639 \tabularnewline
538 & 70 & 70.6209511846694 & -0.620951184669404 \tabularnewline
539 & 81 & 81.5310224941136 & -0.531022494113605 \tabularnewline
540 & 130 & 129.214867699714 & 0.785132300285667 \tabularnewline
541 & 64 & 62.6581089391381 & 1.34189106086195 \tabularnewline
542 & 77 & 75.5744255212297 & 1.42557447877035 \tabularnewline
543 & 85 & 85.5124436168793 & -0.51244361687928 \tabularnewline
544 & 104 & 105.367766859826 & -1.36776685982578 \tabularnewline
545 & 72 & 70.6209511846694 & 1.3790488153306 \tabularnewline
546 & 70 & 68.6354188603748 & 1.36458113962525 \tabularnewline
547 & 84 & 84.5196774547319 & -0.519677454731955 \tabularnewline
548 & 106 & 105.378123334002 & 0.621876665997843 \tabularnewline
549 & 118 & 119.287206078241 & -1.28720607824108 \tabularnewline
550 & 70 & 69.6385414966985 & 0.361458503301547 \tabularnewline
551 & 74 & 74.5816593590823 & -0.581659359082329 \tabularnewline
552 & 75 & 74.571302884906 & 0.428697115094045 \tabularnewline
553 & 95 & 93.4442164398815 & 1.55578356011849 \tabularnewline
554 & 71 & 71.6240738209931 & -0.624073820993102 \tabularnewline
555 & 81 & 80.558969280319 & 0.441030719680972 \tabularnewline
556 & 103 & 102.379111899207 & 0.620888100792566 \tabularnewline
557 & 56 & 53.7335699539885 & 2.2664300460115 \tabularnewline
558 & 91 & 90.4762744276159 & 0.523725572384095 \tabularnewline
559 & 54 & 54.7159796419594 & -0.71597964195945 \tabularnewline
560 & 76 & 75.584781995406 & 0.415218004593971 \tabularnewline
561 & 101 & 102.410181321737 & -1.41018132173655 \tabularnewline
562 & 83 & 83.5165548184083 & -0.516554818408256 \tabularnewline
563 & 62 & 62.6270395166089 & -0.627039516608929 \tabularnewline
564 & 67 & 66.6395300619037 & 0.360469938096274 \tabularnewline
565 & 91 & 87.4979759411739 & 3.50202405882607 \tabularnewline
566 & 91 & 90.4762744276159 & 0.523725572384095 \tabularnewline
567 & 97 & 96.4328714004999 & 0.567128599500142 \tabularnewline
568 & 63 & 62.6477524649617 & 0.352247535038324 \tabularnewline
569 & 80 & 80.558969280319 & -0.558969280319027 \tabularnewline
570 & 71 & 70.610594710493 & 0.389405289506972 \tabularnewline
571 & 83 & 81.5517354424664 & 1.44826455753365 \tabularnewline
572 & 88 & 87.4979759411739 & 0.502024058826069 \tabularnewline
573 & 74 & 72.5857705606113 & 1.41422943938869 \tabularnewline
574 & 89 & 88.4700291549685 & 0.529970845031493 \tabularnewline
575 & 65 & 65.6260509514037 & -0.626050951403652 \tabularnewline
576 & 103 & 103.361521587178 & -0.361521587178385 \tabularnewline
577 & 122 & 121.272738402536 & 0.727261597464265 \tabularnewline
578 & 123 & 122.275861038859 & 0.724138961140569 \tabularnewline
579 & 98 & 99.4111698869418 & -1.41116988694183 \tabularnewline
580 & 97 & 97.4256375626472 & -0.425637562647182 \tabularnewline
581 & 69 & 69.597115599993 & -0.597115599992954 \tabularnewline
582 & 90 & 89.4731517912922 & 0.526848208707793 \tabularnewline
583 & 85 & 84.4989645063792 & 0.501035493620793 \tabularnewline
584 & 60 & 59.6901669268725 & 0.309833073127549 \tabularnewline
585 & 97 & 97.4256375626472 & -0.425637562647182 \tabularnewline
586 & 111 & 113.320252631181 & -2.32025263118076 \tabularnewline
587 & 105 & 103.371878061355 & 1.62812193864524 \tabularnewline
588 & 72 & 73.5992496711114 & -1.59924967111138 \tabularnewline
589 & 123 & 123.25827072683 & -0.258270726830382 \tabularnewline
590 & 129 & 128.232458011743 & 0.767541988256618 \tabularnewline
591 & 83 & 82.5341451304373 & 0.465854869562695 \tabularnewline
592 & 86 & 85.5020871427029 & 0.497912857297094 \tabularnewline
593 & 88 & 89.4835082654686 & -1.48350826546858 \tabularnewline
594 & 50 & 48.7490261948991 & 1.25097380510088 \tabularnewline
595 & 62 & 63.640518627109 & -1.640518627109 \tabularnewline
596 & 79 & 78.5423675334953 & 0.457632466504744 \tabularnewline
597 & 99 & 99.4111698869418 & -0.411169886941833 \tabularnewline
598 & 82 & 81.5206660199372 & 0.47933398006277 \tabularnewline
599 & 71 & 71.5722914501112 & -0.572291450111229 \tabularnewline
600 & 124 & 123.237557778478 & 0.762442221522362 \tabularnewline
601 & 81 & 81.5310224941136 & -0.531022494113605 \tabularnewline
602 & 83 & 84.5093209805556 & -1.50932098055558 \tabularnewline
603 & 121 & 120.269615766212 & 0.730384233787967 \tabularnewline
604 & 65 & 63.6508751012854 & 1.34912489871462 \tabularnewline
605 & 61 & 59.7005234010488 & 1.29947659895118 \tabularnewline
606 & 65 & 64.6436412634327 & 0.356358736567299 \tabularnewline
607 & 71 & 71.593004398464 & -0.593004398463979 \tabularnewline
608 & 71 & 70.610594710493 & 0.389405289506972 \tabularnewline
609 & 62 & 61.6549863028144 & 0.345013697185647 \tabularnewline
610 & 74 & 73.5992496711114 & 0.400750328888622 \tabularnewline
611 & 63 & 62.6581089391381 & 0.341891060861949 \tabularnewline
612 & 75 & 75.584781995406 & -0.584781995406029 \tabularnewline
613 & 82 & 82.5237886562609 & -0.52378865626093 \tabularnewline
614 & 94 & 94.4576955503816 & -0.457695550381582 \tabularnewline
615 & 107 & 108.346065346268 & -1.34606534626776 \tabularnewline
616 & 94 & 93.4442164398815 & 0.555783560118493 \tabularnewline
617 & 91 & 92.4514502777342 & -1.45145027773418 \tabularnewline
618 & 102 & 103.392591009708 & -1.3925910097075 \tabularnewline
619 & 73 & 72.606483508964 & 0.393516491035947 \tabularnewline
620 & 107 & 106.381245970326 & 0.618754029674144 \tabularnewline
621 & 74 & 74.5816593590823 & -0.581659359082329 \tabularnewline
622 & 80 & 79.5454901698189 & 0.454509830181046 \tabularnewline
623 & 112 & 111.334720306886 & 0.665279693113894 \tabularnewline
624 & 71 & 71.6137173468167 & -0.613717346816729 \tabularnewline
625 & 78 & 76.5568352092006 & 1.4431647907994 \tabularnewline
626 & 69 & 69.6281850225221 & -0.628185022522077 \tabularnewline
627 & 88 & 87.4565500444684 & 0.543449955531566 \tabularnewline
628 & 106 & 106.370889496149 & -0.37088949614948 \tabularnewline
629 & 56 & 54.7263361161358 & 1.27366388386417 \tabularnewline
630 & 118 & 119.266493129888 & -1.26649312988833 \tabularnewline
631 & 90 & 89.4938647396449 & 0.506135260355045 \tabularnewline
632 & 76 & 75.5640690470533 & 0.43593095294672 \tabularnewline
633 & 83 & 82.5134321820846 & 0.486567817915444 \tabularnewline
634 & 77 & 76.567191683377 & 0.43280831662302 \tabularnewline
635 & 122 & 122.24479161633 & -0.244791616330311 \tabularnewline
636 & 85 & 85.5020871427029 & -0.502087142702906 \tabularnewline
637 & 67 & 66.6395300619037 & 0.360469938096274 \tabularnewline
638 & 93 & 93.4545729140579 & -0.454572914057881 \tabularnewline
639 & 59 & 59.6798104526961 & -0.679810452696075 \tabularnewline
640 & 92 & 91.4483276414105 & 0.551672358589518 \tabularnewline
641 & 58 & 57.6942781284014 & 0.305721871598574 \tabularnewline
642 & 115 & 116.308907591799 & -1.30890759179911 \tabularnewline
643 & 96 & 96.4225149263235 & -0.422514926323484 \tabularnewline
644 & 120 & 119.287206078241 & 0.712793921758918 \tabularnewline
645 & 87 & 87.4876194669976 & -0.487619466997556 \tabularnewline
646 & 118 & 117.29131727977 & 0.708682720229939 \tabularnewline
647 & 87 & 87.4979759411739 & -0.49797594117393 \tabularnewline
648 & 101 & 100.414292523266 & 0.585707476734468 \tabularnewline
649 & 55 & 53.7128570056357 & 1.28714299436425 \tabularnewline
650 & 98 & 97.4359940368236 & 0.564005963176444 \tabularnewline
651 & 83 & 82.5341451304373 & 0.465854869562695 \tabularnewline
652 & 102 & 100.403936049089 & 1.59606395091084 \tabularnewline
653 & 79 & 79.5558466439953 & -0.555846643995328 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=145448&T=4

[TABLE]
[ROW][C]Multiple Linear Regression - Actuals, Interpolation, and Residuals[/C][/ROW]
[ROW][C]Time or Index[/C][C]Actuals[/C][C]InterpolationForecast[/C][C]ResidualsPrediction Error[/C][/ROW]
[ROW][C]1[/C][C]83[/C][C]82.5237886562608[/C][C]0.476211343739181[/C][/ROW]
[ROW][C]2[/C][C]79[/C][C]78.5423675334951[/C][C]0.45763246650488[/C][/ROW]
[ROW][C]3[/C][C]92[/C][C]92.4721632260869[/C][C]-0.472163226086937[/C][/ROW]
[ROW][C]4[/C][C]83[/C][C]82.5134321820846[/C][C]0.486567817915444[/C][/ROW]
[ROW][C]5[/C][C]92[/C][C]91.4586841155869[/C][C]0.541315884413143[/C][/ROW]
[ROW][C]6[/C][C]103[/C][C]102.389468373384[/C][C]0.610531626616194[/C][/ROW]
[ROW][C]7[/C][C]82[/C][C]80.5382563319663[/C][C]1.46174366803372[/C][/ROW]
[ROW][C]8[/C][C]86[/C][C]85.4917306685265[/C][C]0.508269331473468[/C][/ROW]
[ROW][C]9[/C][C]106[/C][C]105.367766859826[/C][C]0.632233140174218[/C][/ROW]
[ROW][C]10[/C][C]79[/C][C]78.5423675334953[/C][C]0.457632466504744[/C][/ROW]
[ROW][C]11[/C][C]86[/C][C]87.4772629928212[/C][C]-1.47726299282118[/C][/ROW]
[ROW][C]12[/C][C]76[/C][C]77.5496013713479[/C][C]-1.54960137134793[/C][/ROW]
[ROW][C]13[/C][C]108[/C][C]107.363655658297[/C][C]0.636344341703193[/C][/ROW]
[ROW][C]14[/C][C]82[/C][C]81.5517354424664[/C][C]0.448264557533647[/C][/ROW]
[ROW][C]15[/C][C]108[/C][C]108.314995923739[/C][C]-0.314995923738635[/C][/ROW]
[ROW][C]16[/C][C]118[/C][C]118.273726967741[/C][C]-0.273726967741012[/C][/ROW]
[ROW][C]17[/C][C]127[/C][C]125.233446576949[/C][C]1.76655342305134[/C][/ROW]
[ROW][C]18[/C][C]123[/C][C]122.255148090507[/C][C]0.744851909493314[/C][/ROW]
[ROW][C]19[/C][C]72[/C][C]73.5681802485823[/C][C]-1.56818024858226[/C][/ROW]
[ROW][C]20[/C][C]105[/C][C]105.378123334002[/C][C]-0.378123334002157[/C][/ROW]
[ROW][C]21[/C][C]63[/C][C]61.6653427769907[/C][C]1.33465722300928[/C][/ROW]
[ROW][C]22[/C][C]86[/C][C]86.4948533048502[/C][C]-0.494853304850231[/C][/ROW]
[ROW][C]23[/C][C]58[/C][C]56.6807990179014[/C][C]1.31920098209865[/C][/ROW]
[ROW][C]24[/C][C]59[/C][C]61.6549863028144[/C][C]-2.65498630281435[/C][/ROW]
[ROW][C]25[/C][C]100[/C][C]101.396702211236[/C][C]-1.39670221123648[/C][/ROW]
[ROW][C]26[/C][C]100[/C][C]100.403936049089[/C][C]-0.403936049089158[/C][/ROW]
[ROW][C]27[/C][C]78[/C][C]78.5527240076716[/C][C]-0.55272400767163[/C][/ROW]
[ROW][C]28[/C][C]94[/C][C]94.4473390762052[/C][C]-0.447339076205206[/C][/ROW]
[ROW][C]29[/C][C]105[/C][C]105.367766859826[/C][C]-0.367766859825782[/C][/ROW]
[ROW][C]30[/C][C]89[/C][C]90.4762744276159[/C][C]-1.47627442761591[/C][/ROW]
[ROW][C]31[/C][C]101[/C][C]99.4215263611182[/C][C]1.57847363888179[/C][/ROW]
[ROW][C]32[/C][C]92[/C][C]90.4762744276159[/C][C]1.52372557238409[/C][/ROW]
[ROW][C]33[/C][C]105[/C][C]106.370889496149[/C][C]-1.37088949614948[/C][/ROW]
[ROW][C]34[/C][C]76[/C][C]75.5537125728769[/C][C]0.446287427123093[/C][/ROW]
[ROW][C]35[/C][C]80[/C][C]78.5734369560244[/C][C]1.42656304397562[/C][/ROW]
[ROW][C]36[/C][C]66[/C][C]66.618817113551[/C][C]-0.618817113550978[/C][/ROW]
[ROW][C]37[/C][C]117[/C][C]117.312030228123[/C][C]-0.312030228122805[/C][/ROW]
[ROW][C]38[/C][C]94[/C][C]95.4711746608817[/C][C]-1.47117466088165[/C][/ROW]
[ROW][C]39[/C][C]107[/C][C]108.346065346268[/C][C]-1.34606534626776[/C][/ROW]
[ROW][C]40[/C][C]110[/C][C]109.359544456768[/C][C]0.640455543232168[/C][/ROW]
[ROW][C]41[/C][C]110[/C][C]110.352310618915[/C][C]-0.352310618915155[/C][/ROW]
[ROW][C]42[/C][C]106[/C][C]104.385357171855[/C][C]1.61464282814517[/C][/ROW]
[ROW][C]43[/C][C]94[/C][C]94.4369826020288[/C][C]-0.436982602028832[/C][/ROW]
[ROW][C]44[/C][C]71[/C][C]69.6178285483457[/C][C]1.3821714516543[/C][/ROW]
[ROW][C]45[/C][C]101[/C][C]102.389468373384[/C][C]-1.38946837338381[/C][/ROW]
[ROW][C]46[/C][C]84[/C][C]82.5237886562609[/C][C]1.47621134373907[/C][/ROW]
[ROW][C]47[/C][C]89[/C][C]89.4731517912922[/C][C]-0.473151791292207[/C][/ROW]
[ROW][C]48[/C][C]119[/C][C]117.301673753946[/C][C]1.69832624605357[/C][/ROW]
[ROW][C]49[/C][C]97[/C][C]97.4256375626472[/C][C]-0.425637562647182[/C][/ROW]
[ROW][C]50[/C][C]82[/C][C]79.5454901698189[/C][C]2.45450983018105[/C][/ROW]
[ROW][C]51[/C][C]89[/C][C]88.4907421033213[/C][C]0.509257896678744[/C][/ROW]
[ROW][C]52[/C][C]70[/C][C]70.610594710493[/C][C]-0.610594710493028[/C][/ROW]
[ROW][C]53[/C][C]101[/C][C]101.396702211236[/C][C]-0.396702211236483[/C][/ROW]
[ROW][C]54[/C][C]81[/C][C]82.5341451304373[/C][C]-1.5341451304373[/C][/ROW]
[ROW][C]55[/C][C]74[/C][C]73.588893196935[/C][C]0.411106803064996[/C][/ROW]
[ROW][C]56[/C][C]107[/C][C]107.35329918412[/C][C]-0.353299184120431[/C][/ROW]
[ROW][C]57[/C][C]97[/C][C]97.4152810884708[/C][C]-0.415281088470808[/C][/ROW]
[ROW][C]58[/C][C]83[/C][C]85.5228000910557[/C][C]-2.52280009105565[/C][/ROW]
[ROW][C]59[/C][C]95[/C][C]94.4473390762052[/C][C]0.552660923794794[/C][/ROW]
[ROW][C]60[/C][C]82[/C][C]81.54137896829[/C][C]0.458621031710021[/C][/ROW]
[ROW][C]61[/C][C]88[/C][C]86.4948533048502[/C][C]1.50514669514977[/C][/ROW]
[ROW][C]62[/C][C]74[/C][C]74.6023723074351[/C][C]-0.602372307435078[/C][/ROW]
[ROW][C]63[/C][C]104[/C][C]104.385357171855[/C][C]-0.385357171854831[/C][/ROW]
[ROW][C]64[/C][C]73[/C][C]73.5785367227586[/C][C]-0.57853672275863[/C][/ROW]
[ROW][C]65[/C][C]73[/C][C]72.5857705606113[/C][C]0.414229439388694[/C][/ROW]
[ROW][C]66[/C][C]81[/C][C]81.54137896829[/C][C]-0.541378968289979[/C][/ROW]
[ROW][C]67[/C][C]79[/C][C]79.5454901698189[/C][C]-0.545490169818954[/C][/ROW]
[ROW][C]68[/C][C]83[/C][C]82.5134321820846[/C][C]0.486567817915444[/C][/ROW]
[ROW][C]69[/C][C]111[/C][C]110.352310618915[/C][C]0.647689381084845[/C][/ROW]
[ROW][C]70[/C][C]138[/C][C]138.160119633217[/C][C]-0.160119633216633[/C][/ROW]
[ROW][C]71[/C][C]81[/C][C]81.5206660199372[/C][C]-0.52066601993723[/C][/ROW]
[ROW][C]72[/C][C]107[/C][C]107.363655658297[/C][C]-0.363655658296807[/C][/ROW]
[ROW][C]73[/C][C]66[/C][C]67.6219397498747[/C][C]-1.62193974987468[/C][/ROW]
[ROW][C]74[/C][C]81[/C][C]83.5269112925846[/C][C]-2.52691129258463[/C][/ROW]
[ROW][C]75[/C][C]74[/C][C]73.5992496711114[/C][C]0.400750328888622[/C][/ROW]
[ROW][C]76[/C][C]96[/C][C]96.4121584521471[/C][C]-0.412158452147108[/C][/ROW]
[ROW][C]77[/C][C]86[/C][C]84.5093209805556[/C][C]1.49067901944442[/C][/ROW]
[ROW][C]78[/C][C]69[/C][C]69.6178285483457[/C][C]-0.617828548345702[/C][/ROW]
[ROW][C]79[/C][C]73[/C][C]71.6033608726404[/C][C]1.39663912735965[/C][/ROW]
[ROW][C]80[/C][C]71[/C][C]70.6209511846694[/C][C]0.379048815330596[/C][/ROW]
[ROW][C]81[/C][C]64[/C][C]64.6332847892563[/C][C]-0.633284789256329[/C][/ROW]
[ROW][C]82[/C][C]79[/C][C]80.558969280319[/C][C]-1.55896928031903[/C][/ROW]
[ROW][C]83[/C][C]60[/C][C]59.6798104526961[/C][C]0.320189547303925[/C][/ROW]
[ROW][C]84[/C][C]111[/C][C]110.331597670562[/C][C]0.668402329437593[/C][/ROW]
[ROW][C]85[/C][C]107[/C][C]105.378123334002[/C][C]1.62187666599784[/C][/ROW]
[ROW][C]86[/C][C]90[/C][C]89.4731517912922[/C][C]0.526848208707793[/C][/ROW]
[ROW][C]87[/C][C]98[/C][C]96.4535843488526[/C][C]1.54641565114739[/C][/ROW]
[ROW][C]88[/C][C]77[/C][C]77.5392448971716[/C][C]-0.539244897171556[/C][/ROW]
[ROW][C]89[/C][C]93[/C][C]92.4721632260869[/C][C]0.527836773913071[/C][/ROW]
[ROW][C]90[/C][C]68[/C][C]67.6219397498747[/C][C]0.378060250125323[/C][/ROW]
[ROW][C]91[/C][C]74[/C][C]74.571302884906[/C][C]-0.571302884905955[/C][/ROW]
[ROW][C]92[/C][C]70[/C][C]70.610594710493[/C][C]-0.610594710493028[/C][/ROW]
[ROW][C]93[/C][C]80[/C][C]79.5454901698189[/C][C]0.454509830181046[/C][/ROW]
[ROW][C]94[/C][C]81[/C][C]81.5206660199372[/C][C]-0.52066601993723[/C][/ROW]
[ROW][C]95[/C][C]72[/C][C]72.606483508964[/C][C]-0.606483508964053[/C][/ROW]
[ROW][C]96[/C][C]81[/C][C]80.5486128061427[/C][C]0.451387193857346[/C][/ROW]
[ROW][C]97[/C][C]92[/C][C]91.4690405897632[/C][C]0.53095941023677[/C][/ROW]
[ROW][C]98[/C][C]81[/C][C]82.5030757079082[/C][C]-1.50307570790818[/C][/ROW]
[ROW][C]99[/C][C]78[/C][C]79.5247772214662[/C][C]-1.52477722146621[/C][/ROW]
[ROW][C]100[/C][C]92[/C][C]92.4514502777342[/C][C]-0.451450277734181[/C][/ROW]
[ROW][C]101[/C][C]92[/C][C]91.4379711672341[/C][C]0.562028832765892[/C][/ROW]
[ROW][C]102[/C][C]107[/C][C]106.360533021973[/C][C]0.639466978026892[/C][/ROW]
[ROW][C]103[/C][C]98[/C][C]98.4080472506181[/C][C]-0.408047250618133[/C][/ROW]
[ROW][C]104[/C][C]86[/C][C]83.5269112925846[/C][C]2.47308870741537[/C][/ROW]
[ROW][C]105[/C][C]77[/C][C]78.5423675334953[/C][C]-1.54236753349526[/C][/ROW]
[ROW][C]106[/C][C]96[/C][C]97.4256375626472[/C][C]-1.42563756264718[/C][/ROW]
[ROW][C]107[/C][C]104[/C][C]104.364644223502[/C][C]-0.364644223502083[/C][/ROW]
[ROW][C]108[/C][C]77[/C][C]77.5496013713479[/C][C]-0.549601371347931[/C][/ROW]
[ROW][C]109[/C][C]65[/C][C]66.6395300619037[/C][C]-1.63953006190373[/C][/ROW]
[ROW][C]110[/C][C]61[/C][C]59.6901669268725[/C][C]1.30983307312755[/C][/ROW]
[ROW][C]111[/C][C]117[/C][C]118.294439916094[/C][C]-1.29443991609376[/C][/ROW]
[ROW][C]112[/C][C]84[/C][C]83.5165548184083[/C][C]0.483445181591744[/C][/ROW]
[ROW][C]113[/C][C]69[/C][C]70.5898817621403[/C][C]-1.58988176214028[/C][/ROW]
[ROW][C]114[/C][C]85[/C][C]84.519677454732[/C][C]0.480322545268045[/C][/ROW]
[ROW][C]115[/C][C]116[/C][C]116.298551117623[/C][C]-0.298551117622735[/C][/ROW]
[ROW][C]116[/C][C]115[/C][C]114.313018793328[/C][C]0.686981206671918[/C][/ROW]
[ROW][C]117[/C][C]55[/C][C]54.7159796419594[/C][C]0.28402035804055[/C][/ROW]
[ROW][C]118[/C][C]64[/C][C]64.6539977376091[/C][C]-0.653997737609076[/C][/ROW]
[ROW][C]119[/C][C]117[/C][C]116.288194643446[/C][C]0.711805356553641[/C][/ROW]
[ROW][C]120[/C][C]68[/C][C]67.6219397498747[/C][C]0.378060250125323[/C][/ROW]
[ROW][C]121[/C][C]104[/C][C]104.395713646031[/C][C]-0.395713646031206[/C][/ROW]
[ROW][C]122[/C][C]66[/C][C]66.6291735877274[/C][C]-0.62917358772735[/C][/ROW]
[ROW][C]123[/C][C]70[/C][C]69.6074720741693[/C][C]0.392527925830674[/C][/ROW]
[ROW][C]124[/C][C]89[/C][C]89.4524388429395[/C][C]-0.452438842939458[/C][/ROW]
[ROW][C]125[/C][C]79[/C][C]77.5599578455243[/C][C]1.4400421544757[/C][/ROW]
[ROW][C]126[/C][C]70[/C][C]68.6354188603748[/C][C]1.36458113962525[/C][/ROW]
[ROW][C]127[/C][C]63[/C][C]63.6508751012854[/C][C]-0.650875101285378[/C][/ROW]
[ROW][C]128[/C][C]79[/C][C]78.563080481848[/C][C]0.436919518151996[/C][/ROW]
[ROW][C]129[/C][C]62[/C][C]60.6725766148434[/C][C]1.3274233851566[/C][/ROW]
[ROW][C]130[/C][C]94[/C][C]92.4618067519106[/C][C]1.53819324808944[/C][/ROW]
[ROW][C]131[/C][C]83[/C][C]83.5165548184083[/C][C]-0.516554818408256[/C][/ROW]
[ROW][C]132[/C][C]118[/C][C]117.29131727977[/C][C]0.708682720229939[/C][/ROW]
[ROW][C]133[/C][C]62[/C][C]61.6653427769907[/C][C]0.334657223009275[/C][/ROW]
[ROW][C]134[/C][C]78[/C][C]78.563080481848[/C][C]-0.563080481848004[/C][/ROW]
[ROW][C]135[/C][C]83[/C][C]84.519677454732[/C][C]-1.51967745473196[/C][/ROW]
[ROW][C]136[/C][C]91[/C][C]91.4586841155869[/C][C]-0.458684115586857[/C][/ROW]
[ROW][C]137[/C][C]84[/C][C]82.5134321820846[/C][C]1.48656781791544[/C][/ROW]
[ROW][C]138[/C][C]76[/C][C]75.584781995406[/C][C]0.415218004593971[/C][/ROW]
[ROW][C]139[/C][C]100[/C][C]99.4215263611182[/C][C]0.578473638881793[/C][/ROW]
[ROW][C]140[/C][C]80[/C][C]80.5486128061427[/C][C]-0.548612806142654[/C][/ROW]
[ROW][C]141[/C][C]98[/C][C]99.4215263611182[/C][C]-1.42152636111821[/C][/ROW]
[ROW][C]142[/C][C]89[/C][C]89.4938647396449[/C][C]-0.493864739644955[/C][/ROW]
[ROW][C]143[/C][C]98[/C][C]99.4215263611182[/C][C]-1.42152636111821[/C][/ROW]
[ROW][C]144[/C][C]88[/C][C]88.4803856291449[/C][C]-0.480385629144881[/C][/ROW]
[ROW][C]145[/C][C]81[/C][C]80.5175433836135[/C][C]0.482456616386468[/C][/ROW]
[ROW][C]146[/C][C]88[/C][C]88.4700291549685[/C][C]-0.470029154968507[/C][/ROW]
[ROW][C]147[/C][C]75[/C][C]75.584781995406[/C][C]-0.584781995406029[/C][/ROW]
[ROW][C]148[/C][C]77[/C][C]78.563080481848[/C][C]-1.563080481848[/C][/ROW]
[ROW][C]149[/C][C]88[/C][C]87.4979759411739[/C][C]0.502024058826069[/C][/ROW]
[ROW][C]150[/C][C]65[/C][C]65.6467638997564[/C][C]-0.646763899756399[/C][/ROW]
[ROW][C]151[/C][C]69[/C][C]69.6178285483457[/C][C]-0.617828548345702[/C][/ROW]
[ROW][C]152[/C][C]76[/C][C]75.5744255212297[/C][C]0.425574478770346[/C][/ROW]
[ROW][C]153[/C][C]53[/C][C]52.7304473176648[/C][C]0.269552682335203[/C][/ROW]
[ROW][C]154[/C][C]82[/C][C]82.5341451304373[/C][C]-0.534145130437304[/C][/ROW]
[ROW][C]155[/C][C]67[/C][C]65.63640742558[/C][C]1.36359257441997[/C][/ROW]
[ROW][C]156[/C][C]84[/C][C]84.5196774547319[/C][C]-0.519677454731955[/C][/ROW]
[ROW][C]157[/C][C]112[/C][C]110.341954144739[/C][C]1.65804585526122[/C][/ROW]
[ROW][C]158[/C][C]91[/C][C]91.4690405897632[/C][C]-0.46904058976323[/C][/ROW]
[ROW][C]159[/C][C]104[/C][C]102.368755425031[/C][C]1.63124457496894[/C][/ROW]
[ROW][C]160[/C][C]79[/C][C]77.5496013713479[/C][C]1.45039862865207[/C][/ROW]
[ROW][C]161[/C][C]90[/C][C]90.4659179534395[/C][C]-0.465917953439532[/C][/ROW]
[ROW][C]162[/C][C]60[/C][C]61.6860557253435[/C][C]-1.68605572534348[/C][/ROW]
[ROW][C]163[/C][C]79[/C][C]80.5486128061427[/C][C]-1.54861280614265[/C][/ROW]
[ROW][C]164[/C][C]99[/C][C]98.4287601989709[/C][C]0.571239801029118[/C][/ROW]
[ROW][C]165[/C][C]68[/C][C]66.6498865360801[/C][C]1.3501134639199[/C][/ROW]
[ROW][C]166[/C][C]79[/C][C]79.5247772214662[/C][C]-0.524777221466207[/C][/ROW]
[ROW][C]167[/C][C]107[/C][C]106.350176547797[/C][C]0.649823452203267[/C][/ROW]
[ROW][C]168[/C][C]114[/C][C]116.298551117623[/C][C]-2.29855111762273[/C][/ROW]
[ROW][C]169[/C][C]81[/C][C]82.5237886562609[/C][C]-1.52378865626093[/C][/ROW]
[ROW][C]170[/C][C]83[/C][C]81.5310224941136[/C][C]1.46897750588639[/C][/ROW]
[ROW][C]171[/C][C]61[/C][C]60.6829330890198[/C][C]0.317066910980226[/C][/ROW]
[ROW][C]172[/C][C]82[/C][C]81.5103095457609[/C][C]0.489690454239143[/C][/ROW]
[ROW][C]173[/C][C]134[/C][C]134.189054984627[/C][C]-0.189054984627334[/C][/ROW]
[ROW][C]174[/C][C]102[/C][C]102.379111899207[/C][C]-0.379111899207434[/C][/ROW]
[ROW][C]175[/C][C]132[/C][C]132.18280971198[/C][C]-0.182809711979937[/C][/ROW]
[ROW][C]176[/C][C]72[/C][C]72.5754140864349[/C][C]-0.57541408643493[/C][/ROW]
[ROW][C]177[/C][C]72[/C][C]73.588893196935[/C][C]-1.588893196935[/C][/ROW]
[ROW][C]178[/C][C]102[/C][C]101.375989262884[/C][C]0.624010737116265[/C][/ROW]
[ROW][C]179[/C][C]92[/C][C]92.4514502777342[/C][C]-0.451450277734181[/C][/ROW]
[ROW][C]180[/C][C]94[/C][C]94.4576955503816[/C][C]-0.457695550381582[/C][/ROW]
[ROW][C]181[/C][C]86[/C][C]86.4844968306739[/C][C]-0.484496830673857[/C][/ROW]
[ROW][C]182[/C][C]84[/C][C]83.5061983442319[/C][C]0.493801655768119[/C][/ROW]
[ROW][C]183[/C][C]66[/C][C]67.6219397498747[/C][C]-1.62193974987468[/C][/ROW]
[ROW][C]184[/C][C]129[/C][C]130.176564439333[/C][C]-1.17656443933254[/C][/ROW]
[ROW][C]185[/C][C]88[/C][C]89.4627953171158[/C][C]-1.46279531711583[/C][/ROW]
[ROW][C]186[/C][C]109[/C][C]111.314007358533[/C][C]-2.31400735853336[/C][/ROW]
[ROW][C]187[/C][C]84[/C][C]84.5093209805556[/C][C]-0.509320980555581[/C][/ROW]
[ROW][C]188[/C][C]73[/C][C]73.588893196935[/C][C]-0.588893196935004[/C][/ROW]
[ROW][C]189[/C][C]86[/C][C]85.5124436168793[/C][C]0.48755638312072[/C][/ROW]
[ROW][C]190[/C][C]113[/C][C]113.309896157004[/C][C]-0.309896157004383[/C][/ROW]
[ROW][C]191[/C][C]88[/C][C]88.4803856291449[/C][C]-0.480385629144881[/C][/ROW]
[ROW][C]192[/C][C]90[/C][C]91.4483276414105[/C][C]-1.44832764141048[/C][/ROW]
[ROW][C]193[/C][C]82[/C][C]82.5237886562609[/C][C]-0.52378865626093[/C][/ROW]
[ROW][C]194[/C][C]111[/C][C]110.352310618915[/C][C]0.647689381084845[/C][/ROW]
[ROW][C]195[/C][C]73[/C][C]72.5857705606113[/C][C]0.414229439388694[/C][/ROW]
[ROW][C]196[/C][C]91[/C][C]91.4690405897632[/C][C]-0.46904058976323[/C][/ROW]
[ROW][C]197[/C][C]72[/C][C]71.6033608726404[/C][C]0.396639127359645[/C][/ROW]
[ROW][C]198[/C][C]111[/C][C]110.341954144739[/C][C]0.658045855261217[/C][/ROW]
[ROW][C]199[/C][C]108[/C][C]107.342942709944[/C][C]0.65705729005594[/C][/ROW]
[ROW][C]200[/C][C]83[/C][C]80.5382563319663[/C][C]2.46174366803372[/C][/ROW]
[ROW][C]201[/C][C]81[/C][C]80.5382563319663[/C][C]0.461743668033721[/C][/ROW]
[ROW][C]202[/C][C]111[/C][C]111.345076781062[/C][C]-0.345076781062481[/C][/ROW]
[ROW][C]203[/C][C]69[/C][C]69.6074720741693[/C][C]-0.607472074169326[/C][/ROW]
[ROW][C]204[/C][C]106[/C][C]104.364644223502[/C][C]1.63535577649792[/C][/ROW]
[ROW][C]205[/C][C]115[/C][C]113.309896157004[/C][C]1.69010384299562[/C][/ROW]
[ROW][C]206[/C][C]132[/C][C]131.210756498185[/C][C]0.789243501814638[/C][/ROW]
[ROW][C]207[/C][C]78[/C][C]77.5703143197007[/C][C]0.429685680299321[/C][/ROW]
[ROW][C]208[/C][C]90[/C][C]90.4762744276159[/C][C]-0.476274427615906[/C][/ROW]
[ROW][C]209[/C][C]132[/C][C]130.197277387685[/C][C]1.80272261231472[/C][/ROW]
[ROW][C]210[/C][C]91[/C][C]91.4690405897632[/C][C]-0.46904058976323[/C][/ROW]
[ROW][C]211[/C][C]115[/C][C]115.295428481299[/C][C]-0.295428481299033[/C][/ROW]
[ROW][C]212[/C][C]65[/C][C]65.6260509514037[/C][C]-0.626050951403652[/C][/ROW]
[ROW][C]213[/C][C]77[/C][C]78.5527240076716[/C][C]-1.55272400767163[/C][/ROW]
[ROW][C]214[/C][C]71[/C][C]69.6178285483457[/C][C]1.3821714516543[/C][/ROW]
[ROW][C]215[/C][C]74[/C][C]73.5992496711114[/C][C]0.400750328888622[/C][/ROW]
[ROW][C]216[/C][C]76[/C][C]75.5744255212297[/C][C]0.425574478770346[/C][/ROW]
[ROW][C]217[/C][C]115[/C][C]115.316141429652[/C][C]-0.316141429651783[/C][/ROW]
[ROW][C]218[/C][C]100[/C][C]98.4184037247945[/C][C]1.58159627520549[/C][/ROW]
[ROW][C]219[/C][C]70[/C][C]69.6178285483457[/C][C]0.382171451654298[/C][/ROW]
[ROW][C]220[/C][C]71[/C][C]71.593004398464[/C][C]-0.593004398463979[/C][/ROW]
[ROW][C]221[/C][C]74[/C][C]74.5816593590823[/C][C]-0.581659359082329[/C][/ROW]
[ROW][C]222[/C][C]60[/C][C]60.6829330890198[/C][C]-0.682933089019774[/C][/ROW]
[ROW][C]223[/C][C]58[/C][C]58.6870442905487[/C][C]-0.687044290548749[/C][/ROW]
[ROW][C]224[/C][C]105[/C][C]105.357410385649[/C][C]-0.357410385649406[/C][/ROW]
[ROW][C]225[/C][C]105[/C][C]106.350176547797[/C][C]-1.35017654779673[/C][/ROW]
[ROW][C]226[/C][C]100[/C][C]99.4008134127655[/C][C]0.599186587234542[/C][/ROW]
[ROW][C]227[/C][C]74[/C][C]74.5816593590823[/C][C]-0.581659359082329[/C][/ROW]
[ROW][C]228[/C][C]77[/C][C]77.5703143197007[/C][C]-0.570314319700679[/C][/ROW]
[ROW][C]229[/C][C]77[/C][C]77.5599578455243[/C][C]-0.559957845524305[/C][/ROW]
[ROW][C]230[/C][C]109[/C][C]108.346065346268[/C][C]0.653934653732242[/C][/ROW]
[ROW][C]231[/C][C]68[/C][C]67.6219397498747[/C][C]0.378060250125323[/C][/ROW]
[ROW][C]232[/C][C]67[/C][C]67.6115832756983[/C][C]-0.611583275698301[/C][/ROW]
[ROW][C]233[/C][C]96[/C][C]95.4297487641762[/C][C]0.570251235823843[/C][/ROW]
[ROW][C]234[/C][C]86[/C][C]84.5093209805556[/C][C]1.49067901944442[/C][/ROW]
[ROW][C]235[/C][C]85[/C][C]84.5093209805556[/C][C]0.490679019444419[/C][/ROW]
[ROW][C]236[/C][C]91[/C][C]91.4690405897632[/C][C]-0.46904058976323[/C][/ROW]
[ROW][C]237[/C][C]104[/C][C]102.389468373384[/C][C]1.61053162661619[/C][/ROW]
[ROW][C]238[/C][C]94[/C][C]93.4545729140579[/C][C]0.545427085942119[/C][/ROW]
[ROW][C]239[/C][C]67[/C][C]66.6291735877274[/C][C]0.37082641227265[/C][/ROW]
[ROW][C]240[/C][C]79[/C][C]80.5278998577899[/C][C]-1.52789985778991[/C][/ROW]
[ROW][C]241[/C][C]73[/C][C]73.5785367227586[/C][C]-0.57853672275863[/C][/ROW]
[ROW][C]242[/C][C]93[/C][C]92.4514502777342[/C][C]0.548549722265819[/C][/ROW]
[ROW][C]243[/C][C]87[/C][C]87.4772629928212[/C][C]-0.477262992821182[/C][/ROW]
[ROW][C]244[/C][C]66[/C][C]66.618817113551[/C][C]-0.618817113550978[/C][/ROW]
[ROW][C]245[/C][C]79[/C][C]78.5527240076716[/C][C]0.44727599232837[/C][/ROW]
[ROW][C]246[/C][C]94[/C][C]96.4328714004999[/C][C]-2.43287140049986[/C][/ROW]
[ROW][C]247[/C][C]84[/C][C]82.5341451304373[/C][C]1.4658548695627[/C][/ROW]
[ROW][C]248[/C][C]67[/C][C]67.5908703273456[/C][C]-0.590870327345554[/C][/ROW]
[ROW][C]249[/C][C]121[/C][C]120.248902817859[/C][C]0.751097182140717[/C][/ROW]
[ROW][C]250[/C][C]82[/C][C]81.5310224941136[/C][C]0.468977505886395[/C][/ROW]
[ROW][C]251[/C][C]116[/C][C]116.319264065975[/C][C]-0.319264065975479[/C][/ROW]
[ROW][C]252[/C][C]83[/C][C]81.54137896829[/C][C]1.45862103171002[/C][/ROW]
[ROW][C]253[/C][C]66[/C][C]66.618817113551[/C][C]-0.618817113550978[/C][/ROW]
[ROW][C]254[/C][C]66[/C][C]66.6291735877274[/C][C]-0.62917358772735[/C][/ROW]
[ROW][C]255[/C][C]71[/C][C]70.6416641330221[/C][C]0.358335866977849[/C][/ROW]
[ROW][C]256[/C][C]83[/C][C]81.5310224941136[/C][C]1.46897750588639[/C][/ROW]
[ROW][C]257[/C][C]93[/C][C]94.4576955503816[/C][C]-1.45769555038158[/C][/ROW]
[ROW][C]258[/C][C]83[/C][C]82.5237886562609[/C][C]0.47621134373907[/C][/ROW]
[ROW][C]259[/C][C]112[/C][C]112.33784294321[/C][C]-0.337842943209808[/C][/ROW]
[ROW][C]260[/C][C]79[/C][C]78.563080481848[/C][C]0.436919518151996[/C][/ROW]
[ROW][C]261[/C][C]135[/C][C]135.192177620951[/C][C]-0.192177620951036[/C][/ROW]
[ROW][C]262[/C][C]85[/C][C]84.4989645063792[/C][C]0.501035493620793[/C][/ROW]
[ROW][C]263[/C][C]91[/C][C]92.4825197002633[/C][C]-1.4825197002633[/C][/ROW]
[ROW][C]264[/C][C]103[/C][C]102.39982484756[/C][C]0.600175152439819[/C][/ROW]
[ROW][C]265[/C][C]77[/C][C]76.5775481575534[/C][C]0.422451842446646[/C][/ROW]
[ROW][C]266[/C][C]70[/C][C]68.6354188603748[/C][C]1.36458113962525[/C][/ROW]
[ROW][C]267[/C][C]53[/C][C]51.7480376296938[/C][C]1.25196237030615[/C][/ROW]
[ROW][C]268[/C][C]85[/C][C]85.5020871427029[/C][C]-0.502087142702906[/C][/ROW]
[ROW][C]269[/C][C]88[/C][C]89.4731517912922[/C][C]-1.47315179129221[/C][/ROW]
[ROW][C]270[/C][C]65[/C][C]63.640518627109[/C][C]1.359481372891[/C][/ROW]
[ROW][C]271[/C][C]119[/C][C]119.276849604065[/C][C]-0.276849604064707[/C][/ROW]
[ROW][C]272[/C][C]93[/C][C]92.4825197002633[/C][C]0.517480299736696[/C][/ROW]
[ROW][C]273[/C][C]84[/C][C]84.5093209805556[/C][C]-0.509320980555581[/C][/ROW]
[ROW][C]274[/C][C]70[/C][C]68.614705912022[/C][C]1.385294087978[/C][/ROW]
[ROW][C]275[/C][C]64[/C][C]64.6539977376091[/C][C]-0.653997737609076[/C][/ROW]
[ROW][C]276[/C][C]63[/C][C]62.6581089391381[/C][C]0.341891060861949[/C][/ROW]
[ROW][C]277[/C][C]152[/C][C]153.051612065427[/C][C]-1.05161206542652[/C][/ROW]
[ROW][C]278[/C][C]83[/C][C]82.5237886562609[/C][C]0.47621134373907[/C][/ROW]
[ROW][C]279[/C][C]66[/C][C]66.618817113551[/C][C]-0.618817113550978[/C][/ROW]
[ROW][C]280[/C][C]83[/C][C]81.54137896829[/C][C]1.45862103171002[/C][/ROW]
[ROW][C]281[/C][C]106[/C][C]107.342942709944[/C][C]-1.34294270994406[/C][/ROW]
[ROW][C]282[/C][C]85[/C][C]84.5300339289083[/C][C]0.469966071091671[/C][/ROW]
[ROW][C]283[/C][C]85[/C][C]84.4989645063792[/C][C]0.501035493620793[/C][/ROW]
[ROW][C]284[/C][C]84[/C][C]84.5196774547319[/C][C]-0.519677454731955[/C][/ROW]
[ROW][C]285[/C][C]78[/C][C]76.5879046317297[/C][C]1.41209536827027[/C][/ROW]
[ROW][C]286[/C][C]94[/C][C]95.4193922899998[/C][C]-1.41939228999978[/C][/ROW]
[ROW][C]287[/C][C]82[/C][C]81.54137896829[/C][C]0.458621031710021[/C][/ROW]
[ROW][C]288[/C][C]66[/C][C]64.6436412634327[/C][C]1.3563587365673[/C][/ROW]
[ROW][C]289[/C][C]69[/C][C]69.6074720741693[/C][C]-0.607472074169326[/C][/ROW]
[ROW][C]290[/C][C]83[/C][C]82.5030757079082[/C][C]0.496924292091818[/C][/ROW]
[ROW][C]291[/C][C]83[/C][C]84.5093209805556[/C][C]-1.50932098055558[/C][/ROW]
[ROW][C]292[/C][C]124[/C][C]124.230323940625[/C][C]-0.230323940624957[/C][/ROW]
[ROW][C]293[/C][C]101[/C][C]102.379111899207[/C][C]-1.37911189920743[/C][/ROW]
[ROW][C]294[/C][C]113[/C][C]111.32436383271[/C][C]1.67563616729027[/C][/ROW]
[ROW][C]295[/C][C]107[/C][C]106.360533021973[/C][C]0.639466978026892[/C][/ROW]
[ROW][C]296[/C][C]83[/C][C]81.54137896829[/C][C]1.45862103171002[/C][/ROW]
[ROW][C]297[/C][C]79[/C][C]77.5599578455243[/C][C]1.4400421544757[/C][/ROW]
[ROW][C]298[/C][C]85[/C][C]84.519677454732[/C][C]0.480322545268045[/C][/ROW]
[ROW][C]299[/C][C]62[/C][C]61.6653427769907[/C][C]0.334657223009275[/C][/ROW]
[ROW][C]300[/C][C]83[/C][C]82.5134321820846[/C][C]0.486567817915444[/C][/ROW]
[ROW][C]301[/C][C]101[/C][C]101.417415159589[/C][C]-0.41741515958923[/C][/ROW]
[ROW][C]302[/C][C]60[/C][C]61.6653427769907[/C][C]-1.66534277699072[/C][/ROW]
[ROW][C]303[/C][C]86[/C][C]85.4710177201738[/C][C]0.528982279826217[/C][/ROW]
[ROW][C]304[/C][C]101[/C][C]101.407058685413[/C][C]-0.407058685412855[/C][/ROW]
[ROW][C]305[/C][C]73[/C][C]72.5857705606113[/C][C]0.414229439388694[/C][/ROW]
[ROW][C]306[/C][C]70[/C][C]69.6281850225221[/C][C]0.371814977477923[/C][/ROW]
[ROW][C]307[/C][C]88[/C][C]87.4772629928212[/C][C]0.522737007178818[/C][/ROW]
[ROW][C]308[/C][C]74[/C][C]74.5816593590823[/C][C]-0.581659359082329[/C][/ROW]
[ROW][C]309[/C][C]105[/C][C]105.367766859826[/C][C]-0.367766859825782[/C][/ROW]
[ROW][C]310[/C][C]82[/C][C]82.5341451304373[/C][C]-0.534145130437304[/C][/ROW]
[ROW][C]311[/C][C]83[/C][C]81.5206660199372[/C][C]1.47933398006277[/C][/ROW]
[ROW][C]312[/C][C]90[/C][C]90.4762744276159[/C][C]-0.476274427615906[/C][/ROW]
[ROW][C]313[/C][C]70[/C][C]68.614705912022[/C][C]1.385294087978[/C][/ROW]
[ROW][C]314[/C][C]56[/C][C]57.6942781284014[/C][C]-1.69427812840143[/C][/ROW]
[ROW][C]315[/C][C]70[/C][C]69.6178285483457[/C][C]0.382171451654298[/C][/ROW]
[ROW][C]316[/C][C]79[/C][C]79.5454901698189[/C][C]-0.545490169818954[/C][/ROW]
[ROW][C]317[/C][C]127[/C][C]125.233446576949[/C][C]1.76655342305134[/C][/ROW]
[ROW][C]318[/C][C]96[/C][C]94.4473390762052[/C][C]1.55266092379479[/C][/ROW]
[ROW][C]319[/C][C]101[/C][C]100.403936049089[/C][C]0.596063950910842[/C][/ROW]
[ROW][C]320[/C][C]81[/C][C]82.5341451304373[/C][C]-1.5341451304373[/C][/ROW]
[ROW][C]321[/C][C]93[/C][C]93.4649293882343[/C][C]-0.464929388234255[/C][/ROW]
[ROW][C]322[/C][C]92[/C][C]90.4555614792632[/C][C]1.54443852073684[/C][/ROW]
[ROW][C]323[/C][C]79[/C][C]81.5310224941136[/C][C]-2.5310224941136[/C][/ROW]
[ROW][C]324[/C][C]78[/C][C]77.5703143197007[/C][C]0.429685680299321[/C][/ROW]
[ROW][C]325[/C][C]68[/C][C]67.6219397498747[/C][C]0.378060250125323[/C][/ROW]
[ROW][C]326[/C][C]92[/C][C]92.4825197002633[/C][C]-0.482519700263304[/C][/ROW]
[ROW][C]327[/C][C]73[/C][C]73.5785367227586[/C][C]-0.57853672275863[/C][/ROW]
[ROW][C]328[/C][C]61[/C][C]62.6477524649617[/C][C]-1.64775246496168[/C][/ROW]
[ROW][C]329[/C][C]73[/C][C]71.593004398464[/C][C]1.40699560153602[/C][/ROW]
[ROW][C]330[/C][C]108[/C][C]106.360533021973[/C][C]1.63946697802689[/C][/ROW]
[ROW][C]331[/C][C]88[/C][C]87.4669065186448[/C][C]0.533093481355192[/C][/ROW]
[ROW][C]332[/C][C]66[/C][C]64.6332847892563[/C][C]1.36671521074367[/C][/ROW]
[ROW][C]333[/C][C]59[/C][C]59.6901669268725[/C][C]-0.690166926872451[/C][/ROW]
[ROW][C]334[/C][C]61[/C][C]60.6725766148434[/C][C]0.327423385156598[/C][/ROW]
[ROW][C]335[/C][C]55[/C][C]53.7232134798121[/C][C]1.27678652018788[/C][/ROW]
[ROW][C]336[/C][C]119[/C][C]119.266493129888[/C][C]-0.266493129888332[/C][/ROW]
[ROW][C]337[/C][C]89[/C][C]88.4803856291449[/C][C]0.519614370855119[/C][/ROW]
[ROW][C]338[/C][C]68[/C][C]68.614705912022[/C][C]-0.614705912022003[/C][/ROW]
[ROW][C]339[/C][C]125[/C][C]127.22933537542[/C][C]-2.22933537541969[/C][/ROW]
[ROW][C]340[/C][C]66[/C][C]65.63640742558[/C][C]0.363592574419973[/C][/ROW]
[ROW][C]341[/C][C]82[/C][C]79.5662031181717[/C][C]2.4337968818283[/C][/ROW]
[ROW][C]342[/C][C]101[/C][C]100.414292523266[/C][C]0.585707476734468[/C][/ROW]
[ROW][C]343[/C][C]104[/C][C]105.347053911473[/C][C]-1.34705391147303[/C][/ROW]
[ROW][C]344[/C][C]63[/C][C]63.6612315754617[/C][C]-0.66123157546175[/C][/ROW]
[ROW][C]345[/C][C]63[/C][C]64.6436412634327[/C][C]-1.6436412634327[/C][/ROW]
[ROW][C]346[/C][C]63[/C][C]60.662220140667[/C][C]2.33777985933297[/C][/ROW]
[ROW][C]347[/C][C]98[/C][C]98.4184037247945[/C][C]-0.418403724794507[/C][/ROW]
[ROW][C]348[/C][C]90[/C][C]89.4835082654686[/C][C]0.516491734531419[/C][/ROW]
[ROW][C]349[/C][C]97[/C][C]95.4504617125289[/C][C]1.54953828747109[/C][/ROW]
[ROW][C]350[/C][C]74[/C][C]73.5785367227586[/C][C]0.42146327724137[/C][/ROW]
[ROW][C]351[/C][C]63[/C][C]63.6508751012854[/C][C]-0.650875101285378[/C][/ROW]
[ROW][C]352[/C][C]102[/C][C]102.389468373384[/C][C]-0.389468373383806[/C][/ROW]
[ROW][C]353[/C][C]90[/C][C]89.4731517912922[/C][C]0.526848208707793[/C][/ROW]
[ROW][C]354[/C][C]79[/C][C]80.5486128061427[/C][C]-1.54861280614265[/C][/ROW]
[ROW][C]355[/C][C]74[/C][C]72.606483508964[/C][C]1.39351649103595[/C][/ROW]
[ROW][C]356[/C][C]89[/C][C]89.4938647396449[/C][C]-0.493864739644955[/C][/ROW]
[ROW][C]357[/C][C]70[/C][C]70.610594710493[/C][C]-0.610594710493028[/C][/ROW]
[ROW][C]358[/C][C]77[/C][C]77.5496013713479[/C][C]-0.549601371347931[/C][/ROW]
[ROW][C]359[/C][C]78[/C][C]77.5496013713479[/C][C]0.450398628652069[/C][/ROW]
[ROW][C]360[/C][C]70[/C][C]69.6281850225221[/C][C]0.371814977477923[/C][/ROW]
[ROW][C]361[/C][C]95[/C][C]94.4473390762052[/C][C]0.552660923794794[/C][/ROW]
[ROW][C]362[/C][C]100[/C][C]100.383223100736[/C][C]-0.383223100736409[/C][/ROW]
[ROW][C]363[/C][C]64[/C][C]62.6373959907853[/C][C]1.3626040092147[/C][/ROW]
[ROW][C]364[/C][C]90[/C][C]89.4627953171158[/C][C]0.537204682884168[/C][/ROW]
[ROW][C]365[/C][C]109[/C][C]108.356421820444[/C][C]0.643578179555867[/C][/ROW]
[ROW][C]366[/C][C]89[/C][C]89.4627953171158[/C][C]-0.462795317115832[/C][/ROW]
[ROW][C]367[/C][C]66[/C][C]65.63640742558[/C][C]0.363592574419973[/C][/ROW]
[ROW][C]368[/C][C]88[/C][C]88.4907421033213[/C][C]-0.490742103321256[/C][/ROW]
[ROW][C]369[/C][C]108[/C][C]107.35329918412[/C][C]0.646700815879569[/C][/ROW]
[ROW][C]370[/C][C]97[/C][C]98.4080472506181[/C][C]-1.40804725061813[/C][/ROW]
[ROW][C]371[/C][C]66[/C][C]64.6332847892563[/C][C]1.36671521074367[/C][/ROW]
[ROW][C]372[/C][C]85[/C][C]83.5165548184083[/C][C]1.48344518159174[/C][/ROW]
[ROW][C]373[/C][C]79[/C][C]80.5486128061427[/C][C]-1.54861280614265[/C][/ROW]
[ROW][C]374[/C][C]95[/C][C]93.4338599657051[/C][C]1.56614003429487[/C][/ROW]
[ROW][C]375[/C][C]62[/C][C]64.6436412634327[/C][C]-2.6436412634327[/C][/ROW]
[ROW][C]376[/C][C]76[/C][C]74.5816593590823[/C][C]1.41834064091767[/C][/ROW]
[ROW][C]377[/C][C]69[/C][C]70.6209511846694[/C][C]-1.6209511846694[/C][/ROW]
[ROW][C]378[/C][C]105[/C][C]105.378123334002[/C][C]-0.378123334002157[/C][/ROW]
[ROW][C]379[/C][C]74[/C][C]73.5785367227586[/C][C]0.42146327724137[/C][/ROW]
[ROW][C]380[/C][C]96[/C][C]97.4359940368236[/C][C]-1.43599403682356[/C][/ROW]
[ROW][C]381[/C][C]83[/C][C]82.5134321820846[/C][C]0.486567817915444[/C][/ROW]
[ROW][C]382[/C][C]76[/C][C]76.5879046317297[/C][C]-0.587904631729728[/C][/ROW]
[ROW][C]383[/C][C]83[/C][C]81.5517354424664[/C][C]1.44826455753365[/C][/ROW]
[ROW][C]384[/C][C]68[/C][C]69.6178285483457[/C][C]-1.6178285483457[/C][/ROW]
[ROW][C]385[/C][C]68[/C][C]68.614705912022[/C][C]-0.614705912022003[/C][/ROW]
[ROW][C]386[/C][C]76[/C][C]76.567191683377[/C][C]-0.56719168337698[/C][/ROW]
[ROW][C]387[/C][C]73[/C][C]75.5744255212297[/C][C]-2.57442552122965[/C][/ROW]
[ROW][C]388[/C][C]71[/C][C]69.6178285483457[/C][C]1.3821714516543[/C][/ROW]
[ROW][C]389[/C][C]74[/C][C]74.5920158332587[/C][C]-0.592015833258703[/C][/ROW]
[ROW][C]390[/C][C]78[/C][C]76.567191683377[/C][C]1.43280831662302[/C][/ROW]
[ROW][C]391[/C][C]95[/C][C]94.4576955503816[/C][C]0.542304449618418[/C][/ROW]
[ROW][C]392[/C][C]103[/C][C]101.396702211236[/C][C]1.60329778876352[/C][/ROW]
[ROW][C]393[/C][C]82[/C][C]81.5310224941136[/C][C]0.468977505886395[/C][/ROW]
[ROW][C]394[/C][C]67[/C][C]66.6291735877274[/C][C]0.37082641227265[/C][/ROW]
[ROW][C]395[/C][C]77[/C][C]75.5537125728769[/C][C]1.44628742712309[/C][/ROW]
[ROW][C]396[/C][C]93[/C][C]93.4649293882343[/C][C]-0.464929388234255[/C][/ROW]
[ROW][C]397[/C][C]76[/C][C]77.5496013713479[/C][C]-1.54960137134793[/C][/ROW]
[ROW][C]398[/C][C]85[/C][C]83.5061983442319[/C][C]1.49380165576812[/C][/ROW]
[ROW][C]399[/C][C]68[/C][C]68.614705912022[/C][C]-0.614705912022003[/C][/ROW]
[ROW][C]400[/C][C]81[/C][C]81.5103095457609[/C][C]-0.510309545760856[/C][/ROW]
[ROW][C]401[/C][C]87[/C][C]87.4876194669976[/C][C]-0.487619466997556[/C][/ROW]
[ROW][C]402[/C][C]67[/C][C]68.6043494378456[/C][C]-1.60434943784563[/C][/ROW]
[ROW][C]403[/C][C]78[/C][C]77.5496013713479[/C][C]0.450398628652069[/C][/ROW]
[ROW][C]404[/C][C]93[/C][C]93.4545729140579[/C][C]-0.454572914057881[/C][/ROW]
[ROW][C]405[/C][C]87[/C][C]87.4979759411739[/C][C]-0.49797594117393[/C][/ROW]
[ROW][C]406[/C][C]77[/C][C]77.5496013713479[/C][C]-0.549601371347931[/C][/ROW]
[ROW][C]407[/C][C]79[/C][C]79.5454901698189[/C][C]-0.545490169818954[/C][/ROW]
[ROW][C]408[/C][C]84[/C][C]84.4989645063792[/C][C]-0.498964506379207[/C][/ROW]
[ROW][C]409[/C][C]114[/C][C]114.292305844975[/C][C]-0.292305844975334[/C][/ROW]
[ROW][C]410[/C][C]84[/C][C]83.537267766761[/C][C]0.462732233238996[/C][/ROW]
[ROW][C]411[/C][C]105[/C][C]102.39982484756[/C][C]2.60017515243982[/C][/ROW]
[ROW][C]412[/C][C]117[/C][C]116.288194643446[/C][C]0.711805356553641[/C][/ROW]
[ROW][C]413[/C][C]94[/C][C]94.4576955503816[/C][C]-0.457695550381582[/C][/ROW]
[ROW][C]414[/C][C]65[/C][C]64.6643542117855[/C][C]0.335645788214552[/C][/ROW]
[ROW][C]415[/C][C]75[/C][C]76.5568352092006[/C][C]-1.5568352092006[/C][/ROW]
[ROW][C]416[/C][C]73[/C][C]71.593004398464[/C][C]1.40699560153602[/C][/ROW]
[ROW][C]417[/C][C]117[/C][C]116.298551117623[/C][C]0.701448882377265[/C][/ROW]
[ROW][C]418[/C][C]75[/C][C]75.5744255212297[/C][C]-0.574425521229654[/C][/ROW]
[ROW][C]419[/C][C]85[/C][C]86.4948533048502[/C][C]-1.49485330485023[/C][/ROW]
[ROW][C]420[/C][C]83[/C][C]83.5165548184083[/C][C]-0.516554818408256[/C][/ROW]
[ROW][C]421[/C][C]63[/C][C]64.62292831508[/C][C]-1.62292831507995[/C][/ROW]
[ROW][C]422[/C][C]80[/C][C]80.5382563319663[/C][C]-0.538256331966279[/C][/ROW]
[ROW][C]423[/C][C]73[/C][C]72.5961270347877[/C][C]0.40387296521232[/C][/ROW]
[ROW][C]424[/C][C]86[/C][C]84.4989645063792[/C][C]1.50103549362079[/C][/ROW]
[ROW][C]425[/C][C]103[/C][C]102.389468373384[/C][C]0.610531626616194[/C][/ROW]
[ROW][C]426[/C][C]67[/C][C]67.6115832756983[/C][C]-0.611583275698301[/C][/ROW]
[ROW][C]427[/C][C]83[/C][C]82.5237886562609[/C][C]0.47621134373907[/C][/ROW]
[ROW][C]428[/C][C]55[/C][C]56.7222249146068[/C][C]-1.72222491460685[/C][/ROW]
[ROW][C]429[/C][C]90[/C][C]88.4907421033213[/C][C]1.50925789667874[/C][/ROW]
[ROW][C]430[/C][C]123[/C][C]123.237557778478[/C][C]-0.237557778477638[/C][/ROW]
[ROW][C]431[/C][C]98[/C][C]97.4359940368236[/C][C]0.564005963176444[/C][/ROW]
[ROW][C]432[/C][C]188[/C][C]187.808784214759[/C][C]0.19121578524073[/C][/ROW]
[ROW][C]433[/C][C]76[/C][C]75.5951384695824[/C][C]0.404861530417597[/C][/ROW]
[ROW][C]434[/C][C]72[/C][C]71.6033608726404[/C][C]0.396639127359645[/C][/ROW]
[ROW][C]435[/C][C]65[/C][C]65.63640742558[/C][C]-0.636407425580027[/C][/ROW]
[ROW][C]436[/C][C]99[/C][C]98.4287601989709[/C][C]0.571239801029118[/C][/ROW]
[ROW][C]437[/C][C]86[/C][C]86.4741403564975[/C][C]-0.474140356497483[/C][/ROW]
[ROW][C]438[/C][C]81[/C][C]81.5517354424664[/C][C]-0.551735442466353[/C][/ROW]
[ROW][C]439[/C][C]99[/C][C]98.4184037247945[/C][C]0.581596275205493[/C][/ROW]
[ROW][C]440[/C][C]58[/C][C]58.666331342196[/C][C]-0.666331342196005[/C][/ROW]
[ROW][C]441[/C][C]90[/C][C]91.4793970639396[/C][C]-1.47939706393961[/C][/ROW]
[ROW][C]442[/C][C]97[/C][C]97.4359940368236[/C][C]-0.435994036823556[/C][/ROW]
[ROW][C]443[/C][C]85[/C][C]85.5124436168793[/C][C]-0.51244361687928[/C][/ROW]
[ROW][C]444[/C][C]79[/C][C]77.5703143197007[/C][C]1.42968568029932[/C][/ROW]
[ROW][C]445[/C][C]110[/C][C]109.359544456768[/C][C]0.640455543232168[/C][/ROW]
[ROW][C]446[/C][C]92[/C][C]91.4690405897632[/C][C]0.53095941023677[/C][/ROW]
[ROW][C]447[/C][C]88[/C][C]86.4948533048502[/C][C]1.50514669514977[/C][/ROW]
[ROW][C]448[/C][C]56[/C][C]55.7087458041068[/C][C]0.291254195893223[/C][/ROW]
[ROW][C]449[/C][C]71[/C][C]71.6033608726404[/C][C]-0.603360872640355[/C][/ROW]
[ROW][C]450[/C][C]110[/C][C]108.356421820444[/C][C]1.64357817955587[/C][/ROW]
[ROW][C]451[/C][C]77[/C][C]75.5744255212297[/C][C]1.42557447877035[/C][/ROW]
[ROW][C]452[/C][C]66[/C][C]66.6395300619037[/C][C]-0.639530061903726[/C][/ROW]
[ROW][C]453[/C][C]114[/C][C]115.316141429652[/C][C]-1.31614142965178[/C][/ROW]
[ROW][C]454[/C][C]76[/C][C]75.5744255212297[/C][C]0.425574478770346[/C][/ROW]
[ROW][C]455[/C][C]109[/C][C]107.35329918412[/C][C]1.64670081587957[/C][/ROW]
[ROW][C]456[/C][C]125[/C][C]124.230323940625[/C][C]0.769676059375042[/C][/ROW]
[ROW][C]457[/C][C]74[/C][C]73.588893196935[/C][C]0.411106803064996[/C][/ROW]
[ROW][C]458[/C][C]89[/C][C]89.4731517912922[/C][C]-0.473151791292207[/C][/ROW]
[ROW][C]459[/C][C]100[/C][C]100.414292523266[/C][C]-0.414292523265532[/C][/ROW]
[ROW][C]460[/C][C]77[/C][C]77.5496013713479[/C][C]-0.549601371347931[/C][/ROW]
[ROW][C]461[/C][C]99[/C][C]100.403936049089[/C][C]-1.40393604908916[/C][/ROW]
[ROW][C]462[/C][C]88[/C][C]87.4876194669976[/C][C]0.512380533002444[/C][/ROW]
[ROW][C]463[/C][C]96[/C][C]96.4225149263235[/C][C]-0.422514926323484[/C][/ROW]
[ROW][C]464[/C][C]87[/C][C]87.5083324153503[/C][C]-0.508332415350305[/C][/ROW]
[ROW][C]465[/C][C]101[/C][C]101.396702211236[/C][C]-0.396702211236483[/C][/ROW]
[ROW][C]466[/C][C]78[/C][C]78.5527240076716[/C][C]-0.55272400767163[/C][/ROW]
[ROW][C]467[/C][C]119[/C][C]119.287206078241[/C][C]-0.287206078241083[/C][/ROW]
[ROW][C]468[/C][C]105[/C][C]106.370889496149[/C][C]-1.37088949614948[/C][/ROW]
[ROW][C]469[/C][C]80[/C][C]78.563080481848[/C][C]1.436919518152[/C][/ROW]
[ROW][C]470[/C][C]69[/C][C]68.614705912022[/C][C]0.385294087977997[/C][/ROW]
[ROW][C]471[/C][C]89[/C][C]90.4762744276159[/C][C]-1.47627442761591[/C][/ROW]
[ROW][C]472[/C][C]69[/C][C]72.5961270347877[/C][C]-3.59612703478768[/C][/ROW]
[ROW][C]473[/C][C]66[/C][C]65.6053380030509[/C][C]0.394661996949095[/C][/ROW]
[ROW][C]474[/C][C]70[/C][C]69.6281850225221[/C][C]0.371814977477923[/C][/ROW]
[ROW][C]475[/C][C]83[/C][C]82.5237886562609[/C][C]0.47621134373907[/C][/ROW]
[ROW][C]476[/C][C]81[/C][C]80.558969280319[/C][C]0.441030719680972[/C][/ROW]
[ROW][C]477[/C][C]73[/C][C]73.588893196935[/C][C]-0.588893196935004[/C][/ROW]
[ROW][C]478[/C][C]100[/C][C]100.403936049089[/C][C]-0.403936049089158[/C][/ROW]
[ROW][C]479[/C][C]67[/C][C]66.6498865360801[/C][C]0.350113463919899[/C][/ROW]
[ROW][C]480[/C][C]108[/C][C]109.338831508415[/C][C]-1.33883150841508[/C][/ROW]
[ROW][C]481[/C][C]105[/C][C]104.364644223502[/C][C]0.635355776497917[/C][/ROW]
[ROW][C]482[/C][C]119[/C][C]119.287206078241[/C][C]-0.287206078241083[/C][/ROW]
[ROW][C]483[/C][C]91[/C][C]89.4835082654686[/C][C]1.51649173453142[/C][/ROW]
[ROW][C]484[/C][C]102[/C][C]101.396702211236[/C][C]0.603297788763517[/C][/ROW]
[ROW][C]485[/C][C]100[/C][C]99.4111698869418[/C][C]0.588830113058167[/C][/ROW]
[ROW][C]486[/C][C]76[/C][C]75.584781995406[/C][C]0.415218004593971[/C][/ROW]
[ROW][C]487[/C][C]100[/C][C]99.4215263611182[/C][C]0.578473638881793[/C][/ROW]
[ROW][C]488[/C][C]86[/C][C]85.4917306685265[/C][C]0.508269331473468[/C][/ROW]
[ROW][C]489[/C][C]103[/C][C]104.375000697678[/C][C]-1.37500069767846[/C][/ROW]
[ROW][C]490[/C][C]93[/C][C]94.4576955503816[/C][C]-1.45769555038158[/C][/ROW]
[ROW][C]491[/C][C]57[/C][C]56.7015119662541[/C][C]0.298488033745897[/C][/ROW]
[ROW][C]492[/C][C]115[/C][C]118.294439916094[/C][C]-3.29443991609376[/C][/ROW]
[ROW][C]493[/C][C]82[/C][C]80.5175433836135[/C][C]1.48245661638647[/C][/ROW]
[ROW][C]494[/C][C]99[/C][C]97.4256375626472[/C][C]1.57436243735282[/C][/ROW]
[ROW][C]495[/C][C]63[/C][C]62.6788218874908[/C][C]0.321178112509201[/C][/ROW]
[ROW][C]496[/C][C]166[/C][C]164.954449537018[/C][C]1.04555046298195[/C][/ROW]
[ROW][C]497[/C][C]74[/C][C]72.5857705606113[/C][C]1.41422943938869[/C][/ROW]
[ROW][C]498[/C][C]86[/C][C]85.533156565232[/C][C]0.466843434767972[/C][/ROW]
[ROW][C]499[/C][C]87[/C][C]87.4772629928212[/C][C]-0.477262992821182[/C][/ROW]
[ROW][C]500[/C][C]101[/C][C]103.382234535531[/C][C]-2.38223453553113[/C][/ROW]
[ROW][C]501[/C][C]73[/C][C]73.5992496711114[/C][C]-0.599249671111378[/C][/ROW]
[ROW][C]502[/C][C]102[/C][C]101.38634573706[/C][C]0.613654262939891[/C][/ROW]
[ROW][C]503[/C][C]97[/C][C]98.4287601989709[/C][C]-1.42876019897088[/C][/ROW]
[ROW][C]504[/C][C]86[/C][C]86.5052097790266[/C][C]-0.505209779026605[/C][/ROW]
[ROW][C]505[/C][C]116[/C][C]117.29131727977[/C][C]-1.29131727977006[/C][/ROW]
[ROW][C]506[/C][C]81[/C][C]79.5454901698189[/C][C]1.45450983018105[/C][/ROW]
[ROW][C]507[/C][C]140[/C][C]139.142529321188[/C][C]0.857470678812416[/C][/ROW]
[ROW][C]508[/C][C]93[/C][C]91.4586841155869[/C][C]1.54131588441314[/C][/ROW]
[ROW][C]509[/C][C]111[/C][C]112.327486469033[/C][C]-1.32748646903343[/C][/ROW]
[ROW][C]510[/C][C]115[/C][C]115.305784955475[/C][C]-0.305784955475408[/C][/ROW]
[ROW][C]511[/C][C]70[/C][C]73.5992496711114[/C][C]-3.59924967111138[/C][/ROW]
[ROW][C]512[/C][C]68[/C][C]68.614705912022[/C][C]-0.614705912022003[/C][/ROW]
[ROW][C]513[/C][C]77[/C][C]76.5775481575534[/C][C]0.422451842446646[/C][/ROW]
[ROW][C]514[/C][C]81[/C][C]81.5310224941136[/C][C]-0.531022494113605[/C][/ROW]
[ROW][C]515[/C][C]64[/C][C]64.6539977376091[/C][C]-0.653997737609076[/C][/ROW]
[ROW][C]516[/C][C]111[/C][C]110.331597670562[/C][C]0.668402329437593[/C][/ROW]
[ROW][C]517[/C][C]126[/C][C]123.25827072683[/C][C]2.74172927316962[/C][/ROW]
[ROW][C]518[/C][C]97[/C][C]98.4287601989709[/C][C]-1.42876019897088[/C][/ROW]
[ROW][C]519[/C][C]72[/C][C]71.6137173468167[/C][C]0.386282653183272[/C][/ROW]
[ROW][C]520[/C][C]88[/C][C]88.4907421033213[/C][C]-0.490742103321256[/C][/ROW]
[ROW][C]521[/C][C]78[/C][C]78.5527240076716[/C][C]-0.55272400767163[/C][/ROW]
[ROW][C]522[/C][C]94[/C][C]93.4442164398815[/C][C]0.555783560118493[/C][/ROW]
[ROW][C]523[/C][C]78[/C][C]78.5527240076716[/C][C]-0.55272400767163[/C][/ROW]
[ROW][C]524[/C][C]70[/C][C]70.6002382363167[/C][C]-0.600238236316653[/C][/ROW]
[ROW][C]525[/C][C]96[/C][C]95.4297487641762[/C][C]0.570251235823843[/C][/ROW]
[ROW][C]526[/C][C]99[/C][C]100.414292523266[/C][C]-1.41429252326553[/C][/ROW]
[ROW][C]527[/C][C]79[/C][C]79.5454901698189[/C][C]-0.545490169818954[/C][/ROW]
[ROW][C]528[/C][C]102[/C][C]102.39982484756[/C][C]-0.399824847560181[/C][/ROW]
[ROW][C]529[/C][C]89[/C][C]88.4700291549685[/C][C]0.529970845031493[/C][/ROW]
[ROW][C]530[/C][C]79[/C][C]78.5423675334953[/C][C]0.457632466504744[/C][/ROW]
[ROW][C]531[/C][C]94[/C][C]94.4576955503816[/C][C]-0.457695550381582[/C][/ROW]
[ROW][C]532[/C][C]89[/C][C]90.4762744276159[/C][C]-1.47627442761591[/C][/ROW]
[ROW][C]533[/C][C]94[/C][C]95.4504617125289[/C][C]-1.45046171252891[/C][/ROW]
[ROW][C]534[/C][C]63[/C][C]64.6539977376091[/C][C]-1.65399773760908[/C][/ROW]
[ROW][C]535[/C][C]76[/C][C]76.5464787350242[/C][C]-0.546478735024231[/C][/ROW]
[ROW][C]536[/C][C]55[/C][C]55.7294587524595[/C][C]-0.729458752459524[/C][/ROW]
[ROW][C]537[/C][C]83[/C][C]81.5310224941136[/C][C]1.46897750588639[/C][/ROW]
[ROW][C]538[/C][C]70[/C][C]70.6209511846694[/C][C]-0.620951184669404[/C][/ROW]
[ROW][C]539[/C][C]81[/C][C]81.5310224941136[/C][C]-0.531022494113605[/C][/ROW]
[ROW][C]540[/C][C]130[/C][C]129.214867699714[/C][C]0.785132300285667[/C][/ROW]
[ROW][C]541[/C][C]64[/C][C]62.6581089391381[/C][C]1.34189106086195[/C][/ROW]
[ROW][C]542[/C][C]77[/C][C]75.5744255212297[/C][C]1.42557447877035[/C][/ROW]
[ROW][C]543[/C][C]85[/C][C]85.5124436168793[/C][C]-0.51244361687928[/C][/ROW]
[ROW][C]544[/C][C]104[/C][C]105.367766859826[/C][C]-1.36776685982578[/C][/ROW]
[ROW][C]545[/C][C]72[/C][C]70.6209511846694[/C][C]1.3790488153306[/C][/ROW]
[ROW][C]546[/C][C]70[/C][C]68.6354188603748[/C][C]1.36458113962525[/C][/ROW]
[ROW][C]547[/C][C]84[/C][C]84.5196774547319[/C][C]-0.519677454731955[/C][/ROW]
[ROW][C]548[/C][C]106[/C][C]105.378123334002[/C][C]0.621876665997843[/C][/ROW]
[ROW][C]549[/C][C]118[/C][C]119.287206078241[/C][C]-1.28720607824108[/C][/ROW]
[ROW][C]550[/C][C]70[/C][C]69.6385414966985[/C][C]0.361458503301547[/C][/ROW]
[ROW][C]551[/C][C]74[/C][C]74.5816593590823[/C][C]-0.581659359082329[/C][/ROW]
[ROW][C]552[/C][C]75[/C][C]74.571302884906[/C][C]0.428697115094045[/C][/ROW]
[ROW][C]553[/C][C]95[/C][C]93.4442164398815[/C][C]1.55578356011849[/C][/ROW]
[ROW][C]554[/C][C]71[/C][C]71.6240738209931[/C][C]-0.624073820993102[/C][/ROW]
[ROW][C]555[/C][C]81[/C][C]80.558969280319[/C][C]0.441030719680972[/C][/ROW]
[ROW][C]556[/C][C]103[/C][C]102.379111899207[/C][C]0.620888100792566[/C][/ROW]
[ROW][C]557[/C][C]56[/C][C]53.7335699539885[/C][C]2.2664300460115[/C][/ROW]
[ROW][C]558[/C][C]91[/C][C]90.4762744276159[/C][C]0.523725572384095[/C][/ROW]
[ROW][C]559[/C][C]54[/C][C]54.7159796419594[/C][C]-0.71597964195945[/C][/ROW]
[ROW][C]560[/C][C]76[/C][C]75.584781995406[/C][C]0.415218004593971[/C][/ROW]
[ROW][C]561[/C][C]101[/C][C]102.410181321737[/C][C]-1.41018132173655[/C][/ROW]
[ROW][C]562[/C][C]83[/C][C]83.5165548184083[/C][C]-0.516554818408256[/C][/ROW]
[ROW][C]563[/C][C]62[/C][C]62.6270395166089[/C][C]-0.627039516608929[/C][/ROW]
[ROW][C]564[/C][C]67[/C][C]66.6395300619037[/C][C]0.360469938096274[/C][/ROW]
[ROW][C]565[/C][C]91[/C][C]87.4979759411739[/C][C]3.50202405882607[/C][/ROW]
[ROW][C]566[/C][C]91[/C][C]90.4762744276159[/C][C]0.523725572384095[/C][/ROW]
[ROW][C]567[/C][C]97[/C][C]96.4328714004999[/C][C]0.567128599500142[/C][/ROW]
[ROW][C]568[/C][C]63[/C][C]62.6477524649617[/C][C]0.352247535038324[/C][/ROW]
[ROW][C]569[/C][C]80[/C][C]80.558969280319[/C][C]-0.558969280319027[/C][/ROW]
[ROW][C]570[/C][C]71[/C][C]70.610594710493[/C][C]0.389405289506972[/C][/ROW]
[ROW][C]571[/C][C]83[/C][C]81.5517354424664[/C][C]1.44826455753365[/C][/ROW]
[ROW][C]572[/C][C]88[/C][C]87.4979759411739[/C][C]0.502024058826069[/C][/ROW]
[ROW][C]573[/C][C]74[/C][C]72.5857705606113[/C][C]1.41422943938869[/C][/ROW]
[ROW][C]574[/C][C]89[/C][C]88.4700291549685[/C][C]0.529970845031493[/C][/ROW]
[ROW][C]575[/C][C]65[/C][C]65.6260509514037[/C][C]-0.626050951403652[/C][/ROW]
[ROW][C]576[/C][C]103[/C][C]103.361521587178[/C][C]-0.361521587178385[/C][/ROW]
[ROW][C]577[/C][C]122[/C][C]121.272738402536[/C][C]0.727261597464265[/C][/ROW]
[ROW][C]578[/C][C]123[/C][C]122.275861038859[/C][C]0.724138961140569[/C][/ROW]
[ROW][C]579[/C][C]98[/C][C]99.4111698869418[/C][C]-1.41116988694183[/C][/ROW]
[ROW][C]580[/C][C]97[/C][C]97.4256375626472[/C][C]-0.425637562647182[/C][/ROW]
[ROW][C]581[/C][C]69[/C][C]69.597115599993[/C][C]-0.597115599992954[/C][/ROW]
[ROW][C]582[/C][C]90[/C][C]89.4731517912922[/C][C]0.526848208707793[/C][/ROW]
[ROW][C]583[/C][C]85[/C][C]84.4989645063792[/C][C]0.501035493620793[/C][/ROW]
[ROW][C]584[/C][C]60[/C][C]59.6901669268725[/C][C]0.309833073127549[/C][/ROW]
[ROW][C]585[/C][C]97[/C][C]97.4256375626472[/C][C]-0.425637562647182[/C][/ROW]
[ROW][C]586[/C][C]111[/C][C]113.320252631181[/C][C]-2.32025263118076[/C][/ROW]
[ROW][C]587[/C][C]105[/C][C]103.371878061355[/C][C]1.62812193864524[/C][/ROW]
[ROW][C]588[/C][C]72[/C][C]73.5992496711114[/C][C]-1.59924967111138[/C][/ROW]
[ROW][C]589[/C][C]123[/C][C]123.25827072683[/C][C]-0.258270726830382[/C][/ROW]
[ROW][C]590[/C][C]129[/C][C]128.232458011743[/C][C]0.767541988256618[/C][/ROW]
[ROW][C]591[/C][C]83[/C][C]82.5341451304373[/C][C]0.465854869562695[/C][/ROW]
[ROW][C]592[/C][C]86[/C][C]85.5020871427029[/C][C]0.497912857297094[/C][/ROW]
[ROW][C]593[/C][C]88[/C][C]89.4835082654686[/C][C]-1.48350826546858[/C][/ROW]
[ROW][C]594[/C][C]50[/C][C]48.7490261948991[/C][C]1.25097380510088[/C][/ROW]
[ROW][C]595[/C][C]62[/C][C]63.640518627109[/C][C]-1.640518627109[/C][/ROW]
[ROW][C]596[/C][C]79[/C][C]78.5423675334953[/C][C]0.457632466504744[/C][/ROW]
[ROW][C]597[/C][C]99[/C][C]99.4111698869418[/C][C]-0.411169886941833[/C][/ROW]
[ROW][C]598[/C][C]82[/C][C]81.5206660199372[/C][C]0.47933398006277[/C][/ROW]
[ROW][C]599[/C][C]71[/C][C]71.5722914501112[/C][C]-0.572291450111229[/C][/ROW]
[ROW][C]600[/C][C]124[/C][C]123.237557778478[/C][C]0.762442221522362[/C][/ROW]
[ROW][C]601[/C][C]81[/C][C]81.5310224941136[/C][C]-0.531022494113605[/C][/ROW]
[ROW][C]602[/C][C]83[/C][C]84.5093209805556[/C][C]-1.50932098055558[/C][/ROW]
[ROW][C]603[/C][C]121[/C][C]120.269615766212[/C][C]0.730384233787967[/C][/ROW]
[ROW][C]604[/C][C]65[/C][C]63.6508751012854[/C][C]1.34912489871462[/C][/ROW]
[ROW][C]605[/C][C]61[/C][C]59.7005234010488[/C][C]1.29947659895118[/C][/ROW]
[ROW][C]606[/C][C]65[/C][C]64.6436412634327[/C][C]0.356358736567299[/C][/ROW]
[ROW][C]607[/C][C]71[/C][C]71.593004398464[/C][C]-0.593004398463979[/C][/ROW]
[ROW][C]608[/C][C]71[/C][C]70.610594710493[/C][C]0.389405289506972[/C][/ROW]
[ROW][C]609[/C][C]62[/C][C]61.6549863028144[/C][C]0.345013697185647[/C][/ROW]
[ROW][C]610[/C][C]74[/C][C]73.5992496711114[/C][C]0.400750328888622[/C][/ROW]
[ROW][C]611[/C][C]63[/C][C]62.6581089391381[/C][C]0.341891060861949[/C][/ROW]
[ROW][C]612[/C][C]75[/C][C]75.584781995406[/C][C]-0.584781995406029[/C][/ROW]
[ROW][C]613[/C][C]82[/C][C]82.5237886562609[/C][C]-0.52378865626093[/C][/ROW]
[ROW][C]614[/C][C]94[/C][C]94.4576955503816[/C][C]-0.457695550381582[/C][/ROW]
[ROW][C]615[/C][C]107[/C][C]108.346065346268[/C][C]-1.34606534626776[/C][/ROW]
[ROW][C]616[/C][C]94[/C][C]93.4442164398815[/C][C]0.555783560118493[/C][/ROW]
[ROW][C]617[/C][C]91[/C][C]92.4514502777342[/C][C]-1.45145027773418[/C][/ROW]
[ROW][C]618[/C][C]102[/C][C]103.392591009708[/C][C]-1.3925910097075[/C][/ROW]
[ROW][C]619[/C][C]73[/C][C]72.606483508964[/C][C]0.393516491035947[/C][/ROW]
[ROW][C]620[/C][C]107[/C][C]106.381245970326[/C][C]0.618754029674144[/C][/ROW]
[ROW][C]621[/C][C]74[/C][C]74.5816593590823[/C][C]-0.581659359082329[/C][/ROW]
[ROW][C]622[/C][C]80[/C][C]79.5454901698189[/C][C]0.454509830181046[/C][/ROW]
[ROW][C]623[/C][C]112[/C][C]111.334720306886[/C][C]0.665279693113894[/C][/ROW]
[ROW][C]624[/C][C]71[/C][C]71.6137173468167[/C][C]-0.613717346816729[/C][/ROW]
[ROW][C]625[/C][C]78[/C][C]76.5568352092006[/C][C]1.4431647907994[/C][/ROW]
[ROW][C]626[/C][C]69[/C][C]69.6281850225221[/C][C]-0.628185022522077[/C][/ROW]
[ROW][C]627[/C][C]88[/C][C]87.4565500444684[/C][C]0.543449955531566[/C][/ROW]
[ROW][C]628[/C][C]106[/C][C]106.370889496149[/C][C]-0.37088949614948[/C][/ROW]
[ROW][C]629[/C][C]56[/C][C]54.7263361161358[/C][C]1.27366388386417[/C][/ROW]
[ROW][C]630[/C][C]118[/C][C]119.266493129888[/C][C]-1.26649312988833[/C][/ROW]
[ROW][C]631[/C][C]90[/C][C]89.4938647396449[/C][C]0.506135260355045[/C][/ROW]
[ROW][C]632[/C][C]76[/C][C]75.5640690470533[/C][C]0.43593095294672[/C][/ROW]
[ROW][C]633[/C][C]83[/C][C]82.5134321820846[/C][C]0.486567817915444[/C][/ROW]
[ROW][C]634[/C][C]77[/C][C]76.567191683377[/C][C]0.43280831662302[/C][/ROW]
[ROW][C]635[/C][C]122[/C][C]122.24479161633[/C][C]-0.244791616330311[/C][/ROW]
[ROW][C]636[/C][C]85[/C][C]85.5020871427029[/C][C]-0.502087142702906[/C][/ROW]
[ROW][C]637[/C][C]67[/C][C]66.6395300619037[/C][C]0.360469938096274[/C][/ROW]
[ROW][C]638[/C][C]93[/C][C]93.4545729140579[/C][C]-0.454572914057881[/C][/ROW]
[ROW][C]639[/C][C]59[/C][C]59.6798104526961[/C][C]-0.679810452696075[/C][/ROW]
[ROW][C]640[/C][C]92[/C][C]91.4483276414105[/C][C]0.551672358589518[/C][/ROW]
[ROW][C]641[/C][C]58[/C][C]57.6942781284014[/C][C]0.305721871598574[/C][/ROW]
[ROW][C]642[/C][C]115[/C][C]116.308907591799[/C][C]-1.30890759179911[/C][/ROW]
[ROW][C]643[/C][C]96[/C][C]96.4225149263235[/C][C]-0.422514926323484[/C][/ROW]
[ROW][C]644[/C][C]120[/C][C]119.287206078241[/C][C]0.712793921758918[/C][/ROW]
[ROW][C]645[/C][C]87[/C][C]87.4876194669976[/C][C]-0.487619466997556[/C][/ROW]
[ROW][C]646[/C][C]118[/C][C]117.29131727977[/C][C]0.708682720229939[/C][/ROW]
[ROW][C]647[/C][C]87[/C][C]87.4979759411739[/C][C]-0.49797594117393[/C][/ROW]
[ROW][C]648[/C][C]101[/C][C]100.414292523266[/C][C]0.585707476734468[/C][/ROW]
[ROW][C]649[/C][C]55[/C][C]53.7128570056357[/C][C]1.28714299436425[/C][/ROW]
[ROW][C]650[/C][C]98[/C][C]97.4359940368236[/C][C]0.564005963176444[/C][/ROW]
[ROW][C]651[/C][C]83[/C][C]82.5341451304373[/C][C]0.465854869562695[/C][/ROW]
[ROW][C]652[/C][C]102[/C][C]100.403936049089[/C][C]1.59606395091084[/C][/ROW]
[ROW][C]653[/C][C]79[/C][C]79.5558466439953[/C][C]-0.555846643995328[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=145448&T=4

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=145448&T=4

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


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

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolationForecastResidualsPrediction Error
18382.52378865626080.476211343739181
27978.54236753349510.45763246650488
39292.4721632260869-0.472163226086937
48382.51343218208460.486567817915444
59291.45868411558690.541315884413143
6103102.3894683733840.610531626616194
78280.53825633196631.46174366803372
88685.49173066852650.508269331473468
9106105.3677668598260.632233140174218
107978.54236753349530.457632466504744
118687.4772629928212-1.47726299282118
127677.5496013713479-1.54960137134793
13108107.3636556582970.636344341703193
148281.55173544246640.448264557533647
15108108.314995923739-0.314995923738635
16118118.273726967741-0.273726967741012
17127125.2334465769491.76655342305134
18123122.2551480905070.744851909493314
197273.5681802485823-1.56818024858226
20105105.378123334002-0.378123334002157
216361.66534277699071.33465722300928
228686.4948533048502-0.494853304850231
235856.68079901790141.31920098209865
245961.6549863028144-2.65498630281435
25100101.396702211236-1.39670221123648
26100100.403936049089-0.403936049089158
277878.5527240076716-0.55272400767163
289494.4473390762052-0.447339076205206
29105105.367766859826-0.367766859825782
308990.4762744276159-1.47627442761591
3110199.42152636111821.57847363888179
329290.47627442761591.52372557238409
33105106.370889496149-1.37088949614948
347675.55371257287690.446287427123093
358078.57343695602441.42656304397562
366666.618817113551-0.618817113550978
37117117.312030228123-0.312030228122805
389495.4711746608817-1.47117466088165
39107108.346065346268-1.34606534626776
40110109.3595444567680.640455543232168
41110110.352310618915-0.352310618915155
42106104.3853571718551.61464282814517
439494.4369826020288-0.436982602028832
447169.61782854834571.3821714516543
45101102.389468373384-1.38946837338381
468482.52378865626091.47621134373907
478989.4731517912922-0.473151791292207
48119117.3016737539461.69832624605357
499797.4256375626472-0.425637562647182
508279.54549016981892.45450983018105
518988.49074210332130.509257896678744
527070.610594710493-0.610594710493028
53101101.396702211236-0.396702211236483
548182.5341451304373-1.5341451304373
557473.5888931969350.411106803064996
56107107.35329918412-0.353299184120431
579797.4152810884708-0.415281088470808
588385.5228000910557-2.52280009105565
599594.44733907620520.552660923794794
608281.541378968290.458621031710021
618886.49485330485021.50514669514977
627474.6023723074351-0.602372307435078
63104104.385357171855-0.385357171854831
647373.5785367227586-0.57853672275863
657372.58577056061130.414229439388694
668181.54137896829-0.541378968289979
677979.5454901698189-0.545490169818954
688382.51343218208460.486567817915444
69111110.3523106189150.647689381084845
70138138.160119633217-0.160119633216633
718181.5206660199372-0.52066601993723
72107107.363655658297-0.363655658296807
736667.6219397498747-1.62193974987468
748183.5269112925846-2.52691129258463
757473.59924967111140.400750328888622
769696.4121584521471-0.412158452147108
778684.50932098055561.49067901944442
786969.6178285483457-0.617828548345702
797371.60336087264041.39663912735965
807170.62095118466940.379048815330596
816464.6332847892563-0.633284789256329
827980.558969280319-1.55896928031903
836059.67981045269610.320189547303925
84111110.3315976705620.668402329437593
85107105.3781233340021.62187666599784
869089.47315179129220.526848208707793
879896.45358434885261.54641565114739
887777.5392448971716-0.539244897171556
899392.47216322608690.527836773913071
906867.62193974987470.378060250125323
917474.571302884906-0.571302884905955
927070.610594710493-0.610594710493028
938079.54549016981890.454509830181046
948181.5206660199372-0.52066601993723
957272.606483508964-0.606483508964053
968180.54861280614270.451387193857346
979291.46904058976320.53095941023677
988182.5030757079082-1.50307570790818
997879.5247772214662-1.52477722146621
1009292.4514502777342-0.451450277734181
1019291.43797116723410.562028832765892
102107106.3605330219730.639466978026892
1039898.4080472506181-0.408047250618133
1048683.52691129258462.47308870741537
1057778.5423675334953-1.54236753349526
1069697.4256375626472-1.42563756264718
107104104.364644223502-0.364644223502083
1087777.5496013713479-0.549601371347931
1096566.6395300619037-1.63953006190373
1106159.69016692687251.30983307312755
111117118.294439916094-1.29443991609376
1128483.51655481840830.483445181591744
1136970.5898817621403-1.58988176214028
1148584.5196774547320.480322545268045
115116116.298551117623-0.298551117622735
116115114.3130187933280.686981206671918
1175554.71597964195940.28402035804055
1186464.6539977376091-0.653997737609076
119117116.2881946434460.711805356553641
1206867.62193974987470.378060250125323
121104104.395713646031-0.395713646031206
1226666.6291735877274-0.62917358772735
1237069.60747207416930.392527925830674
1248989.4524388429395-0.452438842939458
1257977.55995784552431.4400421544757
1267068.63541886037481.36458113962525
1276363.6508751012854-0.650875101285378
1287978.5630804818480.436919518151996
1296260.67257661484341.3274233851566
1309492.46180675191061.53819324808944
1318383.5165548184083-0.516554818408256
132118117.291317279770.708682720229939
1336261.66534277699070.334657223009275
1347878.563080481848-0.563080481848004
1358384.519677454732-1.51967745473196
1369191.4586841155869-0.458684115586857
1378482.51343218208461.48656781791544
1387675.5847819954060.415218004593971
13910099.42152636111820.578473638881793
1408080.5486128061427-0.548612806142654
1419899.4215263611182-1.42152636111821
1428989.4938647396449-0.493864739644955
1439899.4215263611182-1.42152636111821
1448888.4803856291449-0.480385629144881
1458180.51754338361350.482456616386468
1468888.4700291549685-0.470029154968507
1477575.584781995406-0.584781995406029
1487778.563080481848-1.563080481848
1498887.49797594117390.502024058826069
1506565.6467638997564-0.646763899756399
1516969.6178285483457-0.617828548345702
1527675.57442552122970.425574478770346
1535352.73044731766480.269552682335203
1548282.5341451304373-0.534145130437304
1556765.636407425581.36359257441997
1568484.5196774547319-0.519677454731955
157112110.3419541447391.65804585526122
1589191.4690405897632-0.46904058976323
159104102.3687554250311.63124457496894
1607977.54960137134791.45039862865207
1619090.4659179534395-0.465917953439532
1626061.6860557253435-1.68605572534348
1637980.5486128061427-1.54861280614265
1649998.42876019897090.571239801029118
1656866.64988653608011.3501134639199
1667979.5247772214662-0.524777221466207
167107106.3501765477970.649823452203267
168114116.298551117623-2.29855111762273
1698182.5237886562609-1.52378865626093
1708381.53102249411361.46897750588639
1716160.68293308901980.317066910980226
1728281.51030954576090.489690454239143
173134134.189054984627-0.189054984627334
174102102.379111899207-0.379111899207434
175132132.18280971198-0.182809711979937
1767272.5754140864349-0.57541408643493
1777273.588893196935-1.588893196935
178102101.3759892628840.624010737116265
1799292.4514502777342-0.451450277734181
1809494.4576955503816-0.457695550381582
1818686.4844968306739-0.484496830673857
1828483.50619834423190.493801655768119
1836667.6219397498747-1.62193974987468
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5979999.4111698869418-0.411169886941833
5988281.52066601993720.47933398006277
5997171.5722914501112-0.572291450111229
600124123.2375577784780.762442221522362
6018181.5310224941136-0.531022494113605
6028384.5093209805556-1.50932098055558
603121120.2696157662120.730384233787967
6046563.65087510128541.34912489871462
6056159.70052340104881.29947659895118
6066564.64364126343270.356358736567299
6077171.593004398464-0.593004398463979
6087170.6105947104930.389405289506972
6096261.65498630281440.345013697185647
6107473.59924967111140.400750328888622
6116362.65810893913810.341891060861949
6127575.584781995406-0.584781995406029
6138282.5237886562609-0.52378865626093
6149494.4576955503816-0.457695550381582
615107108.346065346268-1.34606534626776
6169493.44421643988150.555783560118493
6179192.4514502777342-1.45145027773418
618102103.392591009708-1.3925910097075
6197372.6064835089640.393516491035947
620107106.3812459703260.618754029674144
6217474.5816593590823-0.581659359082329
6228079.54549016981890.454509830181046
623112111.3347203068860.665279693113894
6247171.6137173468167-0.613717346816729
6257876.55683520920061.4431647907994
6266969.6281850225221-0.628185022522077
6278887.45655004446840.543449955531566
628106106.370889496149-0.37088949614948
6295654.72633611613581.27366388386417
630118119.266493129888-1.26649312988833
6319089.49386473964490.506135260355045
6327675.56406904705330.43593095294672
6338382.51343218208460.486567817915444
6347776.5671916833770.43280831662302
635122122.24479161633-0.244791616330311
6368585.5020871427029-0.502087142702906
6376766.63953006190370.360469938096274
6389393.4545729140579-0.454572914057881
6395959.6798104526961-0.679810452696075
6409291.44832764141050.551672358589518
6415857.69427812840140.305721871598574
642115116.308907591799-1.30890759179911
6439696.4225149263235-0.422514926323484
644120119.2872060782410.712793921758918
6458787.4876194669976-0.487619466997556
646118117.291317279770.708682720229939
6478787.4979759411739-0.49797594117393
648101100.4142925232660.585707476734468
6495553.71285700563571.28714299436425
6509897.43599403682360.564005963176444
6518382.53414513043730.465854869562695
652102100.4039360490891.59606395091084
6537979.5558466439953-0.555846643995328






Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.0113762506442010.02275250128840190.988623749355799
70.1395181491581090.2790362983162190.860481850841891
80.07252613908396710.1450522781679340.927473860916033
90.03576823232901180.07153646465802350.964231767670988
100.01659615191485570.03319230382971150.983403848085144
110.2393823633885330.4787647267770660.760617636611467
120.4486356098528680.8972712197057360.551364390147132
130.3552354130447860.7104708260895730.644764586955214
140.2718882598345770.5437765196691530.728111740165423
150.2044209593638590.4088419187277180.795579040636141
160.1616034615767180.3232069231534370.838396538423282
170.2009592255902590.4019184511805190.799040774409741
180.1490172752157870.2980345504315740.850982724784213
190.1742631332706490.3485262665412990.825736866729351
200.1859059411631090.3718118823262180.814094058836891
210.2565399183663370.5130798367326740.743460081633663
220.2267267049306020.4534534098612050.773273295069397
230.3130159495695530.6260318991391060.686984050430447
240.6298936728171270.7402126543657460.370106327182873
250.7086882187312750.582623562537450.291311781268725
260.6725309110960090.6549381778079810.327469088903991
270.6332000056221060.7335999887557880.366799994377894
280.5949159696786790.8101680606426420.405084030321321
290.5512765153822030.8974469692355940.448723484617797
300.6129355987717720.7741288024564560.387064401228228
310.6480174543138810.7039650913722380.351982545686119
320.681122515386510.6377549692269810.31887748461349
330.7424114560885060.5151770878229880.257588543911494
340.7186931139208790.5626137721582430.281306886079121
350.720203160134740.559593679730520.27979683986526
360.6821825235192370.6356349529615260.317817476480763
370.6645376788038790.6709246423922420.335462321196121
380.7413283979517190.5173432040965620.258671602048281
390.7619947536145130.4760104927709750.238005246385487
400.734358144005980.531283711988040.26564185599402
410.7011630210598130.5976739578803740.298836978940187
420.7446977207124790.5106045585750420.255302279287521
430.7115769760030190.5768460479939620.288423023996981
440.7341222107786870.5317555784426260.265877789221313
450.7568813176501950.486237364699610.243118682349805
460.7847204352264130.4305591295471740.215279564773587
470.7574003995836430.4851992008327140.242599600416357
480.794434929678630.411130140642740.20556507032137
490.7691560274850440.4616879450299120.230843972514956
500.8720117264199510.2559765471600970.127988273580049
510.8513900530221690.2972198939556630.148609946977832
520.8400890048177630.3198219903644740.159910995182237
530.8183930227053170.3632139545893660.181606977294683
540.8540605423143970.2918789153712060.145939457685603
550.8322386293431810.3355227413136380.167761370656819
560.8086639604694170.3826720790611650.191336039530582
570.7835247848324720.4329504303350570.216475215167528
580.8988178820138920.2023642359722160.101182117986108
590.8854046150454330.2291907699091340.114595384954567
600.8688625346399680.2622749307200630.131137465360032
610.8866828414920580.2266343170158840.113317158507942
620.8753199985169540.2493600029660920.124680001483046
630.8582273793503310.2835452412993380.141772620649669
640.8420222914754530.3159554170490940.157977708524547
650.8226969888535850.3546060222928290.177303011146415
660.8043607809265570.3912784381468860.195639219073443
670.7844237295645220.4311525408709560.215576270435478
680.7632982830195120.4734034339609770.236701716980489
690.7434241590263840.5131516819472310.256575840973616
700.7152638876085510.5694722247828990.284736112391449
710.6906501468944040.6186997062111920.309349853105596
720.6628423474108630.6743153051782750.337157652589137
730.6991527690849770.6016944618300460.300847230915023
740.8172994161986150.3654011676027710.182700583801385
750.7990668152085820.4018663695828370.200933184791418
760.7768230674860490.4463538650279010.223176932513951
770.8046683687543960.3906632624912080.195331631245604
780.785989359141240.428021281717520.21401064085876
790.80800784797640.38398430404720.1919921520236
800.7877187038993740.4245625922012520.212281296100626
810.7688389449735210.4623221100529580.231161055026479
820.7943600304426180.4112799391147630.205639969557382
830.7741719784285530.4516560431428940.225828021571447
840.7579715312814330.4840569374371330.242028468718567
850.7887840861622910.4224318276754190.211215913837709
860.770646988591750.45870602281650.22935301140825
870.7944542280295740.4110915439408520.205545771970426
880.7747862308975890.4504275382048220.225213769102411
890.7548406182795690.4903187634408630.245159381720431
900.7339847142678430.5320305714643140.266015285732157
910.7129079923376910.5741840153246170.287092007662309
920.6925797164716540.6148405670566910.307420283528346
930.6703384203902580.6593231592194830.329661579609742
940.6464296344331260.7071407311337490.353570365566874
950.6253909326774030.7492181346451930.374609067322597
960.6010656165198170.7978687669603660.398934383480183
970.5776521843420040.8446956313159930.422347815657996
980.5997807270947030.8004385458105940.400219272905297
990.6189907998404340.7620184003191330.381009200159566
1000.5932525166129090.8134949667741820.406747483387091
1010.5786228206426650.8427543587146690.421377179357335
1020.5580886924356690.8838226151286610.441911307564331
1030.5315855035007770.9368289929984460.468414496499223
1040.6644365483899770.6711269032200470.335563451610023
1050.686989592910760.6260208141784790.31301040708924
1060.7107293490080820.5785413019838370.289270650991918
1070.6867071639184730.6265856721630540.313292836081527
1080.6638360144999430.6723279710001130.336163985500056
1090.6954482977972310.6091034044055390.304551702202769
1100.7150602538183910.5698794923632180.284939746181609
1110.7364386293361130.5271227413277740.263561370663887
1120.7185986075211460.5628027849577080.281401392478854
1130.7360149490099760.5279701019800490.263985050990024
1140.7164854799185980.5670290401628040.283514520081402
1150.6940264292265920.6119471415468170.305973570773408
1160.6775015787730650.644996842453870.322498421226935
1170.6549915982660410.6900168034679190.345008401733959
1180.6371156061662660.7257687876674680.362884393833734
1190.6229299450276040.7541401099447920.377070054972396
1200.6022393815384270.7955212369231470.397760618461573
1210.582189444866740.835621110266520.41781055513326
1220.5604360485316350.879127902936730.439563951468365
1230.5395718475993430.9208563048013140.460428152400657
1240.513048763735410.9739024725291810.48695123626459
1250.5433155919334210.9133688161331580.456684408066579
1260.5594830986081890.8810338027836230.440516901391811
1270.5395655162868620.9208689674262760.460434483713138
1280.5153903606953330.9692192786093340.484609639304667
1290.5380559344821170.9238881310357670.461944065517883
1300.5683655232660560.8632689534678880.431634476733944
1310.5467560129011630.9064879741976740.453243987098837
1320.5299690553873370.9400618892253260.470030944612663
1330.5062664786450330.9874670427099340.493733521354967
1340.4890558986462590.9781117972925170.510944101353741
1350.5242103638384780.9515792723230450.475789636161522
1360.500827620181740.998344759636520.49917237981826
1370.5382039860470370.9235920279059260.461796013952963
1380.5140793682766290.9718412634467420.485920631723371
1390.4927926933678110.9855853867356230.507207306632189
1400.4747592018219590.9495184036439190.525240798178041
1410.5045619257775110.9908761484449780.495438074222489
1420.4860137307975550.9720274615951110.513986269202445
1430.5136995834249730.9726008331500550.486300416575027
1440.4913659152649840.9827318305299680.508634084735016
1450.4747084912420770.9494169824841540.525291508757923
1460.4514851746548440.9029703493096870.548514825345156
1470.4340207660329570.8680415320659140.565979233967043
1480.4679596589839920.9359193179679840.532040341016008
1490.4478033994693350.895606798938670.552196600530665
1500.4304073691624930.8608147383249860.569592630837507
1510.4121466971857220.8242933943714440.587853302814278
1520.3919663316317830.7839326632635670.608033668368217
1530.3697896884044010.7395793768088020.630210311595599
1540.3514349554799260.7028699109598530.648565044520074
1550.3749697621180430.7499395242360860.625030237881957
1560.356334945287650.7126698905752990.64366505471235
1570.3931171696450140.7862343392900270.606882830354986
1580.3732121055625340.7464242111250680.626787894437466
1590.414736095140840.8294721902816810.58526390485916
1600.4430496999586860.8860993999173730.556950300041314
1610.4223121819325780.8446243638651560.577687818067422
1620.459806287813760.919612575627520.54019371218624
1630.4885271894564270.9770543789128540.511472810543573
1640.4701269492232440.9402538984464880.529873050776756
1650.4919581938822690.9839163877645380.508041806117731
1660.4713841075300960.9427682150601920.528615892469904
1670.4553238715204040.9106477430408080.544676128479596
1680.5592404005597860.8815191988804270.440759599440214
1690.584853796010240.830292407979520.41514620398976
1700.6114353590975120.7771292818049770.388564640902488
1710.5900959265247510.8198081469504990.409904073475249
1720.5721700091152220.8556599817695570.427829990884778
1730.5487116184676540.9025767630646910.451288381532346
1740.5267127985564860.9465744028870270.473287201443513
1750.5025683310174110.9948633379651780.497431668982589
1760.4836165195024440.9672330390048890.516383480497556
1770.5138441664161980.9723116671676040.486155833583802
1780.4986278324443180.9972556648886360.501372167555682
1790.4778415568040780.9556831136081560.522158443195922
1800.4575850097706130.9151700195412270.542414990229387
1810.437371250806450.87474250161290.56262874919355
1820.4195330197524620.8390660395049250.580466980247538
1830.4498813955082930.8997627910165870.550118604491707
1840.4568208813815440.9136417627630880.543179118618456
1850.47681043647440.9536208729487990.5231895635256
1860.5671369603560130.8657260792879740.432863039643987
1870.5474386171441890.9051227657116220.452561382855811
1880.5295784589145390.9408430821709220.470421541085461
1890.5111552891289230.9776894217421540.488844710871077
1900.4882114863586160.9764229727172320.511788513641384
1910.4678084334747920.9356168669495840.532191566525208
1920.4847079268140440.9694158536280870.515292073185956
1930.4652593247507650.9305186495015310.534740675249235
1940.4500561239993770.9001122479987540.549943876000623
1950.4317683825132230.8635367650264450.568231617486777
1960.4121275281111530.8242550562223050.587872471888847
1970.3929004590793740.7858009181587470.607099540920626
1980.379570708922910.7591414178458210.62042929107709
1990.3684789501761180.7369579003522350.631521049823882
2000.4835526562094260.9671053124188530.516447343790574
2010.4652024771620820.9304049543241640.534797522837918
2020.4442730907080960.8885461814161920.555726909291904
2030.4271484991986250.854296998397250.572851500801375
2040.4669722827381660.9339445654763320.533027717261834
2050.5078444280833750.9843111438332510.492155571916625
2060.4954344377976890.9908688755953770.504565562202311
2070.4758441111160430.9516882222320850.524155888883957
2080.4568261630171990.9136523260343980.543173836982801
2090.5015620364809780.9968759270380450.498437963519022
2100.4824670746518010.9649341493036030.517532925348199
2110.4608267434759910.9216534869519830.539173256524009
2120.4435368495162350.8870736990324690.556463150483765
2130.4696741473777930.9393482947555870.530325852622207
2140.4911932839220620.9823865678441250.508806716077938
2150.4713522677361460.9427045354722920.528647732263854
2160.4525873077447730.9051746154895460.547412692255227
2170.4323834877611970.8647669755223950.567616512238803
2180.4632763158195330.9265526316390670.536723684180467
2190.4437430693132630.8874861386265260.556256930686737
2200.4266676192102330.8533352384204670.573332380789767
2210.4100011365656430.8200022731312860.589998863434357
2220.3957793550977620.7915587101955240.604220644902238
2230.3811428836291960.7622857672583920.618857116370804
2240.3612789812962990.7225579625925980.638721018703701
2250.3753952304655770.7507904609311540.624604769534423
2260.3614984140403750.7229968280807490.638501585959625
2270.3456388108610320.6912776217220650.654361189138968
2280.3303504402425420.6607008804850840.669649559757458
2290.3146123582246090.6292247164492190.685387641775391
2300.3021055433396060.6042110866792120.697894456660394
2310.2861002907374520.5722005814749040.713899709262548
2320.2716173110750910.5432346221501820.728382688924909
2330.2589482249178070.5178964498356150.741051775082193
2340.2817437543604290.5634875087208580.718256245639571
2350.267335027053070.5346700541061390.73266497294693
2360.2523076779187880.5046153558375750.747692322081212
2370.2789801292807230.5579602585614450.721019870719278
2380.2649958517734580.5299917035469170.735004148226542
2390.2498334936936860.4996669873873730.750166506306314
2400.2692361754182720.5384723508365430.730763824581728
2410.2551882440857880.5103764881715760.744811755914212
2420.2424739814470580.4849479628941150.757526018552942
2430.2278256838424940.4556513676849880.772174316157506
2440.2153931210327990.4307862420655980.784606878967201
2450.2024774282173460.4049548564346920.797522571782654
2460.2846102230864910.5692204461729810.715389776913509
2470.3049924379425580.6099848758851160.695007562057442
2480.2900384104663760.5800768209327520.709961589533624
2490.2808381770054820.5616763540109650.719161822994517
2500.2662225747043840.5324451494087690.733777425295616
2510.2510346851622520.5020693703245030.748965314837748
2520.2697666830539730.5395333661079450.730233316946028
2530.2564978190339860.5129956380679710.743502180966014
2540.2439870007197980.4879740014395950.756012999280202
2550.2281984206541760.4563968413083520.771801579345824
2560.2475970526543050.4951941053086090.752402947345695
2570.2673546825456390.5347093650912790.732645317454361
2580.253209173252330.506418346504660.74679082674767
2590.2380702427540130.4761404855080250.761929757245987
2600.2238948752814360.4477897505628720.776105124718564
2610.2092473232729080.4184946465458170.790752676727092
2620.1976794005686730.3953588011373450.802320599431327
2630.2162889759123620.4325779518247250.783711024087637
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5650.9919883436984160.01602331260316780.00801165630158389
5660.9904444166105450.01911116677890920.0095555833894546
5670.9888844216408650.02223115671827060.0111155783591353
5680.9862053181805270.02758936363894660.0137946818194733
5690.9846052080197590.0307895839604820.015394791980241
5700.9811089244365030.03778215112699450.0188910755634973
5710.9847244941519410.03055101169611780.0152755058480589
5720.9819104891273040.03617902174539250.0180895108726963
5730.9853700333815220.02925993323695560.0146299666184778
5740.9829634289390090.0340731421219820.017036571060991
5750.9811146935518260.03777061289634720.0188853064481736
5760.976904308030350.0461913839393010.0230956919696505
5770.9761035749654150.04779285006916980.0238964250345849
5780.9760389466069750.04792210678605090.0239610533930255
5790.9805748211431530.03885035771369340.0194251788568467
5800.9764842589398890.04703148212022210.023515741060111
5810.9745159639207030.05096807215859360.0254840360792968
5820.9701063588635920.05978728227281560.0298936411364078
5830.9645205415778590.07095891684428120.0354794584221406
5840.9565824546444310.08683509071113850.0434175453555692
5850.9484477074473350.1031045851053290.0515522925526646
5860.9797606010748350.04047879785032930.0202393989251647
5870.9878379239619320.02432415207613530.0121620760380676
5880.9937057008354410.01258859832911870.00629429916455936
5890.9916927697722080.01661446045558460.00830723022779232
5900.991855644957920.01628871008415980.00814435504207989
5910.989766197996580.02046760400684050.0102338020034202
5920.9874531247150840.02509375056983230.0125468752849161
5930.9919627788576130.01607444228477320.00803722114238662
5940.99226008140840.01547983718319990.00773991859159993
5950.9969107822390760.006178435521847660.00308921776092383
5960.9959071932111760.008185613577648840.00409280678882442
5970.9946570496077430.01068590078451320.00534295039225658
5980.9931001726889830.01379965462203340.00689982731101669
5990.9924458040249930.01510839195001460.00755419597500729
6000.9929082855662920.01418342886741680.00709171443370841
6010.991657631947210.01668473610557970.00834236805278987
6020.995854765152890.008290469694219420.00414523484710971
6030.996252712708330.007494574583340030.00374728729167001
6040.9966578085015150.00668438299696930.00334219149848465
6050.9970904860272420.005819027945515370.00290951397275769
6060.9958381406211030.008323718757793490.00416185937889675
6070.9955735977798890.008852804440221660.00442640222011083
6080.9938056457314570.01238870853708520.00619435426854259
6090.9912733274904570.01745334501908590.00872667250954294
6100.9882817348626350.02343653027472930.0117182651373647
6110.9838398896812030.03232022063759470.0161601103187973
6120.9812742821602380.03745143567952360.0187257178397618
6130.9780088852832250.043982229433550.021991114716775
6140.9717198710871460.05656025782570740.0282801289128537
6150.97864807649050.04270384701899940.0213519235094997
6160.9729901331712990.05401973365740190.027009866828701
6170.986151066192080.02769786761583970.0138489338079199
6180.9917639188172150.0164721623655690.00823608118278452
6190.9881899347407990.02362013051840180.0118100652592009
6200.9866389341505090.02672213169898280.0133610658494914
6210.9859075466499850.02818490670003090.0140924533500154
6220.9799832058356970.04003358832860560.0200167941643028
6230.9778748228110740.04425035437785230.0221251771889262
6240.9763366965321420.04732660693571550.0236633034678577
6250.9814224309083410.03715513818331720.0185775690916586
6260.9821578613655060.03568427726898890.0178421386344945
6270.9761854467667820.04762910646643520.0238145532332176
6280.9670536084651390.06589278306972290.0329463915348615
6290.9641002586868720.07179948262625680.0358997413131284
6300.9768155713950450.04636885720991060.0231844286049553
6310.968783090473910.06243381905217920.0312169095260896
6320.9537372788865750.092525442226850.046262721113425
6330.9335763637005590.1328472725988820.066423636299441
6340.907831417468460.1843371650630810.0921685825315403
6350.8817065797876480.2365868404247030.118293420212352
6360.8656122113282850.268775577343430.134387788671715
6370.820906559741770.358186880516460.17909344025823
6380.7853287536096990.4293424927806020.214671246390301
6390.7835715143456730.4328569713086530.216428485654327
6400.7077966085902040.5844067828195920.292203391409796
6410.6179030530803510.7641938938392990.382096946919649
6420.7425191738023090.5149616523953820.257480826197691
6430.7858902474714440.4282195050571110.214109752528556
6440.6946463092120390.6107073815759220.305353690787961
6450.8681276501332760.2637446997334480.131872349866724
6460.8505316831510910.2989366336978190.149468316848909
6470.9453508974805310.1092982050389370.0546491025194685

\begin{tabular}{lllllllll}
\hline
Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
p-values & Alternative Hypothesis \tabularnewline
breakpoint index & greater & 2-sided & less \tabularnewline
6 & 0.011376250644201 & 0.0227525012884019 & 0.988623749355799 \tabularnewline
7 & 0.139518149158109 & 0.279036298316219 & 0.860481850841891 \tabularnewline
8 & 0.0725261390839671 & 0.145052278167934 & 0.927473860916033 \tabularnewline
9 & 0.0357682323290118 & 0.0715364646580235 & 0.964231767670988 \tabularnewline
10 & 0.0165961519148557 & 0.0331923038297115 & 0.983403848085144 \tabularnewline
11 & 0.239382363388533 & 0.478764726777066 & 0.760617636611467 \tabularnewline
12 & 0.448635609852868 & 0.897271219705736 & 0.551364390147132 \tabularnewline
13 & 0.355235413044786 & 0.710470826089573 & 0.644764586955214 \tabularnewline
14 & 0.271888259834577 & 0.543776519669153 & 0.728111740165423 \tabularnewline
15 & 0.204420959363859 & 0.408841918727718 & 0.795579040636141 \tabularnewline
16 & 0.161603461576718 & 0.323206923153437 & 0.838396538423282 \tabularnewline
17 & 0.200959225590259 & 0.401918451180519 & 0.799040774409741 \tabularnewline
18 & 0.149017275215787 & 0.298034550431574 & 0.850982724784213 \tabularnewline
19 & 0.174263133270649 & 0.348526266541299 & 0.825736866729351 \tabularnewline
20 & 0.185905941163109 & 0.371811882326218 & 0.814094058836891 \tabularnewline
21 & 0.256539918366337 & 0.513079836732674 & 0.743460081633663 \tabularnewline
22 & 0.226726704930602 & 0.453453409861205 & 0.773273295069397 \tabularnewline
23 & 0.313015949569553 & 0.626031899139106 & 0.686984050430447 \tabularnewline
24 & 0.629893672817127 & 0.740212654365746 & 0.370106327182873 \tabularnewline
25 & 0.708688218731275 & 0.58262356253745 & 0.291311781268725 \tabularnewline
26 & 0.672530911096009 & 0.654938177807981 & 0.327469088903991 \tabularnewline
27 & 0.633200005622106 & 0.733599988755788 & 0.366799994377894 \tabularnewline
28 & 0.594915969678679 & 0.810168060642642 & 0.405084030321321 \tabularnewline
29 & 0.551276515382203 & 0.897446969235594 & 0.448723484617797 \tabularnewline
30 & 0.612935598771772 & 0.774128802456456 & 0.387064401228228 \tabularnewline
31 & 0.648017454313881 & 0.703965091372238 & 0.351982545686119 \tabularnewline
32 & 0.68112251538651 & 0.637754969226981 & 0.31887748461349 \tabularnewline
33 & 0.742411456088506 & 0.515177087822988 & 0.257588543911494 \tabularnewline
34 & 0.718693113920879 & 0.562613772158243 & 0.281306886079121 \tabularnewline
35 & 0.72020316013474 & 0.55959367973052 & 0.27979683986526 \tabularnewline
36 & 0.682182523519237 & 0.635634952961526 & 0.317817476480763 \tabularnewline
37 & 0.664537678803879 & 0.670924642392242 & 0.335462321196121 \tabularnewline
38 & 0.741328397951719 & 0.517343204096562 & 0.258671602048281 \tabularnewline
39 & 0.761994753614513 & 0.476010492770975 & 0.238005246385487 \tabularnewline
40 & 0.73435814400598 & 0.53128371198804 & 0.26564185599402 \tabularnewline
41 & 0.701163021059813 & 0.597673957880374 & 0.298836978940187 \tabularnewline
42 & 0.744697720712479 & 0.510604558575042 & 0.255302279287521 \tabularnewline
43 & 0.711576976003019 & 0.576846047993962 & 0.288423023996981 \tabularnewline
44 & 0.734122210778687 & 0.531755578442626 & 0.265877789221313 \tabularnewline
45 & 0.756881317650195 & 0.48623736469961 & 0.243118682349805 \tabularnewline
46 & 0.784720435226413 & 0.430559129547174 & 0.215279564773587 \tabularnewline
47 & 0.757400399583643 & 0.485199200832714 & 0.242599600416357 \tabularnewline
48 & 0.79443492967863 & 0.41113014064274 & 0.20556507032137 \tabularnewline
49 & 0.769156027485044 & 0.461687945029912 & 0.230843972514956 \tabularnewline
50 & 0.872011726419951 & 0.255976547160097 & 0.127988273580049 \tabularnewline
51 & 0.851390053022169 & 0.297219893955663 & 0.148609946977832 \tabularnewline
52 & 0.840089004817763 & 0.319821990364474 & 0.159910995182237 \tabularnewline
53 & 0.818393022705317 & 0.363213954589366 & 0.181606977294683 \tabularnewline
54 & 0.854060542314397 & 0.291878915371206 & 0.145939457685603 \tabularnewline
55 & 0.832238629343181 & 0.335522741313638 & 0.167761370656819 \tabularnewline
56 & 0.808663960469417 & 0.382672079061165 & 0.191336039530582 \tabularnewline
57 & 0.783524784832472 & 0.432950430335057 & 0.216475215167528 \tabularnewline
58 & 0.898817882013892 & 0.202364235972216 & 0.101182117986108 \tabularnewline
59 & 0.885404615045433 & 0.229190769909134 & 0.114595384954567 \tabularnewline
60 & 0.868862534639968 & 0.262274930720063 & 0.131137465360032 \tabularnewline
61 & 0.886682841492058 & 0.226634317015884 & 0.113317158507942 \tabularnewline
62 & 0.875319998516954 & 0.249360002966092 & 0.124680001483046 \tabularnewline
63 & 0.858227379350331 & 0.283545241299338 & 0.141772620649669 \tabularnewline
64 & 0.842022291475453 & 0.315955417049094 & 0.157977708524547 \tabularnewline
65 & 0.822696988853585 & 0.354606022292829 & 0.177303011146415 \tabularnewline
66 & 0.804360780926557 & 0.391278438146886 & 0.195639219073443 \tabularnewline
67 & 0.784423729564522 & 0.431152540870956 & 0.215576270435478 \tabularnewline
68 & 0.763298283019512 & 0.473403433960977 & 0.236701716980489 \tabularnewline
69 & 0.743424159026384 & 0.513151681947231 & 0.256575840973616 \tabularnewline
70 & 0.715263887608551 & 0.569472224782899 & 0.284736112391449 \tabularnewline
71 & 0.690650146894404 & 0.618699706211192 & 0.309349853105596 \tabularnewline
72 & 0.662842347410863 & 0.674315305178275 & 0.337157652589137 \tabularnewline
73 & 0.699152769084977 & 0.601694461830046 & 0.300847230915023 \tabularnewline
74 & 0.817299416198615 & 0.365401167602771 & 0.182700583801385 \tabularnewline
75 & 0.799066815208582 & 0.401866369582837 & 0.200933184791418 \tabularnewline
76 & 0.776823067486049 & 0.446353865027901 & 0.223176932513951 \tabularnewline
77 & 0.804668368754396 & 0.390663262491208 & 0.195331631245604 \tabularnewline
78 & 0.78598935914124 & 0.42802128171752 & 0.21401064085876 \tabularnewline
79 & 0.8080078479764 & 0.3839843040472 & 0.1919921520236 \tabularnewline
80 & 0.787718703899374 & 0.424562592201252 & 0.212281296100626 \tabularnewline
81 & 0.768838944973521 & 0.462322110052958 & 0.231161055026479 \tabularnewline
82 & 0.794360030442618 & 0.411279939114763 & 0.205639969557382 \tabularnewline
83 & 0.774171978428553 & 0.451656043142894 & 0.225828021571447 \tabularnewline
84 & 0.757971531281433 & 0.484056937437133 & 0.242028468718567 \tabularnewline
85 & 0.788784086162291 & 0.422431827675419 & 0.211215913837709 \tabularnewline
86 & 0.77064698859175 & 0.4587060228165 & 0.22935301140825 \tabularnewline
87 & 0.794454228029574 & 0.411091543940852 & 0.205545771970426 \tabularnewline
88 & 0.774786230897589 & 0.450427538204822 & 0.225213769102411 \tabularnewline
89 & 0.754840618279569 & 0.490318763440863 & 0.245159381720431 \tabularnewline
90 & 0.733984714267843 & 0.532030571464314 & 0.266015285732157 \tabularnewline
91 & 0.712907992337691 & 0.574184015324617 & 0.287092007662309 \tabularnewline
92 & 0.692579716471654 & 0.614840567056691 & 0.307420283528346 \tabularnewline
93 & 0.670338420390258 & 0.659323159219483 & 0.329661579609742 \tabularnewline
94 & 0.646429634433126 & 0.707140731133749 & 0.353570365566874 \tabularnewline
95 & 0.625390932677403 & 0.749218134645193 & 0.374609067322597 \tabularnewline
96 & 0.601065616519817 & 0.797868766960366 & 0.398934383480183 \tabularnewline
97 & 0.577652184342004 & 0.844695631315993 & 0.422347815657996 \tabularnewline
98 & 0.599780727094703 & 0.800438545810594 & 0.400219272905297 \tabularnewline
99 & 0.618990799840434 & 0.762018400319133 & 0.381009200159566 \tabularnewline
100 & 0.593252516612909 & 0.813494966774182 & 0.406747483387091 \tabularnewline
101 & 0.578622820642665 & 0.842754358714669 & 0.421377179357335 \tabularnewline
102 & 0.558088692435669 & 0.883822615128661 & 0.441911307564331 \tabularnewline
103 & 0.531585503500777 & 0.936828992998446 & 0.468414496499223 \tabularnewline
104 & 0.664436548389977 & 0.671126903220047 & 0.335563451610023 \tabularnewline
105 & 0.68698959291076 & 0.626020814178479 & 0.31301040708924 \tabularnewline
106 & 0.710729349008082 & 0.578541301983837 & 0.289270650991918 \tabularnewline
107 & 0.686707163918473 & 0.626585672163054 & 0.313292836081527 \tabularnewline
108 & 0.663836014499943 & 0.672327971000113 & 0.336163985500056 \tabularnewline
109 & 0.695448297797231 & 0.609103404405539 & 0.304551702202769 \tabularnewline
110 & 0.715060253818391 & 0.569879492363218 & 0.284939746181609 \tabularnewline
111 & 0.736438629336113 & 0.527122741327774 & 0.263561370663887 \tabularnewline
112 & 0.718598607521146 & 0.562802784957708 & 0.281401392478854 \tabularnewline
113 & 0.736014949009976 & 0.527970101980049 & 0.263985050990024 \tabularnewline
114 & 0.716485479918598 & 0.567029040162804 & 0.283514520081402 \tabularnewline
115 & 0.694026429226592 & 0.611947141546817 & 0.305973570773408 \tabularnewline
116 & 0.677501578773065 & 0.64499684245387 & 0.322498421226935 \tabularnewline
117 & 0.654991598266041 & 0.690016803467919 & 0.345008401733959 \tabularnewline
118 & 0.637115606166266 & 0.725768787667468 & 0.362884393833734 \tabularnewline
119 & 0.622929945027604 & 0.754140109944792 & 0.377070054972396 \tabularnewline
120 & 0.602239381538427 & 0.795521236923147 & 0.397760618461573 \tabularnewline
121 & 0.58218944486674 & 0.83562111026652 & 0.41781055513326 \tabularnewline
122 & 0.560436048531635 & 0.87912790293673 & 0.439563951468365 \tabularnewline
123 & 0.539571847599343 & 0.920856304801314 & 0.460428152400657 \tabularnewline
124 & 0.51304876373541 & 0.973902472529181 & 0.48695123626459 \tabularnewline
125 & 0.543315591933421 & 0.913368816133158 & 0.456684408066579 \tabularnewline
126 & 0.559483098608189 & 0.881033802783623 & 0.440516901391811 \tabularnewline
127 & 0.539565516286862 & 0.920868967426276 & 0.460434483713138 \tabularnewline
128 & 0.515390360695333 & 0.969219278609334 & 0.484609639304667 \tabularnewline
129 & 0.538055934482117 & 0.923888131035767 & 0.461944065517883 \tabularnewline
130 & 0.568365523266056 & 0.863268953467888 & 0.431634476733944 \tabularnewline
131 & 0.546756012901163 & 0.906487974197674 & 0.453243987098837 \tabularnewline
132 & 0.529969055387337 & 0.940061889225326 & 0.470030944612663 \tabularnewline
133 & 0.506266478645033 & 0.987467042709934 & 0.493733521354967 \tabularnewline
134 & 0.489055898646259 & 0.978111797292517 & 0.510944101353741 \tabularnewline
135 & 0.524210363838478 & 0.951579272323045 & 0.475789636161522 \tabularnewline
136 & 0.50082762018174 & 0.99834475963652 & 0.49917237981826 \tabularnewline
137 & 0.538203986047037 & 0.923592027905926 & 0.461796013952963 \tabularnewline
138 & 0.514079368276629 & 0.971841263446742 & 0.485920631723371 \tabularnewline
139 & 0.492792693367811 & 0.985585386735623 & 0.507207306632189 \tabularnewline
140 & 0.474759201821959 & 0.949518403643919 & 0.525240798178041 \tabularnewline
141 & 0.504561925777511 & 0.990876148444978 & 0.495438074222489 \tabularnewline
142 & 0.486013730797555 & 0.972027461595111 & 0.513986269202445 \tabularnewline
143 & 0.513699583424973 & 0.972600833150055 & 0.486300416575027 \tabularnewline
144 & 0.491365915264984 & 0.982731830529968 & 0.508634084735016 \tabularnewline
145 & 0.474708491242077 & 0.949416982484154 & 0.525291508757923 \tabularnewline
146 & 0.451485174654844 & 0.902970349309687 & 0.548514825345156 \tabularnewline
147 & 0.434020766032957 & 0.868041532065914 & 0.565979233967043 \tabularnewline
148 & 0.467959658983992 & 0.935919317967984 & 0.532040341016008 \tabularnewline
149 & 0.447803399469335 & 0.89560679893867 & 0.552196600530665 \tabularnewline
150 & 0.430407369162493 & 0.860814738324986 & 0.569592630837507 \tabularnewline
151 & 0.412146697185722 & 0.824293394371444 & 0.587853302814278 \tabularnewline
152 & 0.391966331631783 & 0.783932663263567 & 0.608033668368217 \tabularnewline
153 & 0.369789688404401 & 0.739579376808802 & 0.630210311595599 \tabularnewline
154 & 0.351434955479926 & 0.702869910959853 & 0.648565044520074 \tabularnewline
155 & 0.374969762118043 & 0.749939524236086 & 0.625030237881957 \tabularnewline
156 & 0.35633494528765 & 0.712669890575299 & 0.64366505471235 \tabularnewline
157 & 0.393117169645014 & 0.786234339290027 & 0.606882830354986 \tabularnewline
158 & 0.373212105562534 & 0.746424211125068 & 0.626787894437466 \tabularnewline
159 & 0.41473609514084 & 0.829472190281681 & 0.58526390485916 \tabularnewline
160 & 0.443049699958686 & 0.886099399917373 & 0.556950300041314 \tabularnewline
161 & 0.422312181932578 & 0.844624363865156 & 0.577687818067422 \tabularnewline
162 & 0.45980628781376 & 0.91961257562752 & 0.54019371218624 \tabularnewline
163 & 0.488527189456427 & 0.977054378912854 & 0.511472810543573 \tabularnewline
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532 & 0.904091695294391 & 0.191816609411218 & 0.095908304705609 \tabularnewline
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535 & 0.937368591103344 & 0.125262817793312 & 0.0626314088966561 \tabularnewline
536 & 0.938659186101703 & 0.122681627796594 & 0.061340813898297 \tabularnewline
537 & 0.94603196564469 & 0.107936068710621 & 0.0539680343553104 \tabularnewline
538 & 0.944039930516161 & 0.111920138967677 & 0.0559600694838387 \tabularnewline
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608 & 0.993805645731457 & 0.0123887085370852 & 0.00619435426854259 \tabularnewline
609 & 0.991273327490457 & 0.0174533450190859 & 0.00872667250954294 \tabularnewline
610 & 0.988281734862635 & 0.0234365302747293 & 0.0117182651373647 \tabularnewline
611 & 0.983839889681203 & 0.0323202206375947 & 0.0161601103187973 \tabularnewline
612 & 0.981274282160238 & 0.0374514356795236 & 0.0187257178397618 \tabularnewline
613 & 0.978008885283225 & 0.04398222943355 & 0.021991114716775 \tabularnewline
614 & 0.971719871087146 & 0.0565602578257074 & 0.0282801289128537 \tabularnewline
615 & 0.9786480764905 & 0.0427038470189994 & 0.0213519235094997 \tabularnewline
616 & 0.972990133171299 & 0.0540197336574019 & 0.027009866828701 \tabularnewline
617 & 0.98615106619208 & 0.0276978676158397 & 0.0138489338079199 \tabularnewline
618 & 0.991763918817215 & 0.016472162365569 & 0.00823608118278452 \tabularnewline
619 & 0.988189934740799 & 0.0236201305184018 & 0.0118100652592009 \tabularnewline
620 & 0.986638934150509 & 0.0267221316989828 & 0.0133610658494914 \tabularnewline
621 & 0.985907546649985 & 0.0281849067000309 & 0.0140924533500154 \tabularnewline
622 & 0.979983205835697 & 0.0400335883286056 & 0.0200167941643028 \tabularnewline
623 & 0.977874822811074 & 0.0442503543778523 & 0.0221251771889262 \tabularnewline
624 & 0.976336696532142 & 0.0473266069357155 & 0.0236633034678577 \tabularnewline
625 & 0.981422430908341 & 0.0371551381833172 & 0.0185775690916586 \tabularnewline
626 & 0.982157861365506 & 0.0356842772689889 & 0.0178421386344945 \tabularnewline
627 & 0.976185446766782 & 0.0476291064664352 & 0.0238145532332176 \tabularnewline
628 & 0.967053608465139 & 0.0658927830697229 & 0.0329463915348615 \tabularnewline
629 & 0.964100258686872 & 0.0717994826262568 & 0.0358997413131284 \tabularnewline
630 & 0.976815571395045 & 0.0463688572099106 & 0.0231844286049553 \tabularnewline
631 & 0.96878309047391 & 0.0624338190521792 & 0.0312169095260896 \tabularnewline
632 & 0.953737278886575 & 0.09252544222685 & 0.046262721113425 \tabularnewline
633 & 0.933576363700559 & 0.132847272598882 & 0.066423636299441 \tabularnewline
634 & 0.90783141746846 & 0.184337165063081 & 0.0921685825315403 \tabularnewline
635 & 0.881706579787648 & 0.236586840424703 & 0.118293420212352 \tabularnewline
636 & 0.865612211328285 & 0.26877557734343 & 0.134387788671715 \tabularnewline
637 & 0.82090655974177 & 0.35818688051646 & 0.17909344025823 \tabularnewline
638 & 0.785328753609699 & 0.429342492780602 & 0.214671246390301 \tabularnewline
639 & 0.783571514345673 & 0.432856971308653 & 0.216428485654327 \tabularnewline
640 & 0.707796608590204 & 0.584406782819592 & 0.292203391409796 \tabularnewline
641 & 0.617903053080351 & 0.764193893839299 & 0.382096946919649 \tabularnewline
642 & 0.742519173802309 & 0.514961652395382 & 0.257480826197691 \tabularnewline
643 & 0.785890247471444 & 0.428219505057111 & 0.214109752528556 \tabularnewline
644 & 0.694646309212039 & 0.610707381575922 & 0.305353690787961 \tabularnewline
645 & 0.868127650133276 & 0.263744699733448 & 0.131872349866724 \tabularnewline
646 & 0.850531683151091 & 0.298936633697819 & 0.149468316848909 \tabularnewline
647 & 0.945350897480531 & 0.109298205038937 & 0.0546491025194685 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=145448&T=5

[TABLE]
[ROW][C]Goldfeld-Quandt test for Heteroskedasticity[/C][/ROW]
[ROW][C]p-values[/C][C]Alternative Hypothesis[/C][/ROW]
[ROW][C]breakpoint index[/C][C]greater[/C][C]2-sided[/C][C]less[/C][/ROW]
[ROW][C]6[/C][C]0.011376250644201[/C][C]0.0227525012884019[/C][C]0.988623749355799[/C][/ROW]
[ROW][C]7[/C][C]0.139518149158109[/C][C]0.279036298316219[/C][C]0.860481850841891[/C][/ROW]
[ROW][C]8[/C][C]0.0725261390839671[/C][C]0.145052278167934[/C][C]0.927473860916033[/C][/ROW]
[ROW][C]9[/C][C]0.0357682323290118[/C][C]0.0715364646580235[/C][C]0.964231767670988[/C][/ROW]
[ROW][C]10[/C][C]0.0165961519148557[/C][C]0.0331923038297115[/C][C]0.983403848085144[/C][/ROW]
[ROW][C]11[/C][C]0.239382363388533[/C][C]0.478764726777066[/C][C]0.760617636611467[/C][/ROW]
[ROW][C]12[/C][C]0.448635609852868[/C][C]0.897271219705736[/C][C]0.551364390147132[/C][/ROW]
[ROW][C]13[/C][C]0.355235413044786[/C][C]0.710470826089573[/C][C]0.644764586955214[/C][/ROW]
[ROW][C]14[/C][C]0.271888259834577[/C][C]0.543776519669153[/C][C]0.728111740165423[/C][/ROW]
[ROW][C]15[/C][C]0.204420959363859[/C][C]0.408841918727718[/C][C]0.795579040636141[/C][/ROW]
[ROW][C]16[/C][C]0.161603461576718[/C][C]0.323206923153437[/C][C]0.838396538423282[/C][/ROW]
[ROW][C]17[/C][C]0.200959225590259[/C][C]0.401918451180519[/C][C]0.799040774409741[/C][/ROW]
[ROW][C]18[/C][C]0.149017275215787[/C][C]0.298034550431574[/C][C]0.850982724784213[/C][/ROW]
[ROW][C]19[/C][C]0.174263133270649[/C][C]0.348526266541299[/C][C]0.825736866729351[/C][/ROW]
[ROW][C]20[/C][C]0.185905941163109[/C][C]0.371811882326218[/C][C]0.814094058836891[/C][/ROW]
[ROW][C]21[/C][C]0.256539918366337[/C][C]0.513079836732674[/C][C]0.743460081633663[/C][/ROW]
[ROW][C]22[/C][C]0.226726704930602[/C][C]0.453453409861205[/C][C]0.773273295069397[/C][/ROW]
[ROW][C]23[/C][C]0.313015949569553[/C][C]0.626031899139106[/C][C]0.686984050430447[/C][/ROW]
[ROW][C]24[/C][C]0.629893672817127[/C][C]0.740212654365746[/C][C]0.370106327182873[/C][/ROW]
[ROW][C]25[/C][C]0.708688218731275[/C][C]0.58262356253745[/C][C]0.291311781268725[/C][/ROW]
[ROW][C]26[/C][C]0.672530911096009[/C][C]0.654938177807981[/C][C]0.327469088903991[/C][/ROW]
[ROW][C]27[/C][C]0.633200005622106[/C][C]0.733599988755788[/C][C]0.366799994377894[/C][/ROW]
[ROW][C]28[/C][C]0.594915969678679[/C][C]0.810168060642642[/C][C]0.405084030321321[/C][/ROW]
[ROW][C]29[/C][C]0.551276515382203[/C][C]0.897446969235594[/C][C]0.448723484617797[/C][/ROW]
[ROW][C]30[/C][C]0.612935598771772[/C][C]0.774128802456456[/C][C]0.387064401228228[/C][/ROW]
[ROW][C]31[/C][C]0.648017454313881[/C][C]0.703965091372238[/C][C]0.351982545686119[/C][/ROW]
[ROW][C]32[/C][C]0.68112251538651[/C][C]0.637754969226981[/C][C]0.31887748461349[/C][/ROW]
[ROW][C]33[/C][C]0.742411456088506[/C][C]0.515177087822988[/C][C]0.257588543911494[/C][/ROW]
[ROW][C]34[/C][C]0.718693113920879[/C][C]0.562613772158243[/C][C]0.281306886079121[/C][/ROW]
[ROW][C]35[/C][C]0.72020316013474[/C][C]0.55959367973052[/C][C]0.27979683986526[/C][/ROW]
[ROW][C]36[/C][C]0.682182523519237[/C][C]0.635634952961526[/C][C]0.317817476480763[/C][/ROW]
[ROW][C]37[/C][C]0.664537678803879[/C][C]0.670924642392242[/C][C]0.335462321196121[/C][/ROW]
[ROW][C]38[/C][C]0.741328397951719[/C][C]0.517343204096562[/C][C]0.258671602048281[/C][/ROW]
[ROW][C]39[/C][C]0.761994753614513[/C][C]0.476010492770975[/C][C]0.238005246385487[/C][/ROW]
[ROW][C]40[/C][C]0.73435814400598[/C][C]0.53128371198804[/C][C]0.26564185599402[/C][/ROW]
[ROW][C]41[/C][C]0.701163021059813[/C][C]0.597673957880374[/C][C]0.298836978940187[/C][/ROW]
[ROW][C]42[/C][C]0.744697720712479[/C][C]0.510604558575042[/C][C]0.255302279287521[/C][/ROW]
[ROW][C]43[/C][C]0.711576976003019[/C][C]0.576846047993962[/C][C]0.288423023996981[/C][/ROW]
[ROW][C]44[/C][C]0.734122210778687[/C][C]0.531755578442626[/C][C]0.265877789221313[/C][/ROW]
[ROW][C]45[/C][C]0.756881317650195[/C][C]0.48623736469961[/C][C]0.243118682349805[/C][/ROW]
[ROW][C]46[/C][C]0.784720435226413[/C][C]0.430559129547174[/C][C]0.215279564773587[/C][/ROW]
[ROW][C]47[/C][C]0.757400399583643[/C][C]0.485199200832714[/C][C]0.242599600416357[/C][/ROW]
[ROW][C]48[/C][C]0.79443492967863[/C][C]0.41113014064274[/C][C]0.20556507032137[/C][/ROW]
[ROW][C]49[/C][C]0.769156027485044[/C][C]0.461687945029912[/C][C]0.230843972514956[/C][/ROW]
[ROW][C]50[/C][C]0.872011726419951[/C][C]0.255976547160097[/C][C]0.127988273580049[/C][/ROW]
[ROW][C]51[/C][C]0.851390053022169[/C][C]0.297219893955663[/C][C]0.148609946977832[/C][/ROW]
[ROW][C]52[/C][C]0.840089004817763[/C][C]0.319821990364474[/C][C]0.159910995182237[/C][/ROW]
[ROW][C]53[/C][C]0.818393022705317[/C][C]0.363213954589366[/C][C]0.181606977294683[/C][/ROW]
[ROW][C]54[/C][C]0.854060542314397[/C][C]0.291878915371206[/C][C]0.145939457685603[/C][/ROW]
[ROW][C]55[/C][C]0.832238629343181[/C][C]0.335522741313638[/C][C]0.167761370656819[/C][/ROW]
[ROW][C]56[/C][C]0.808663960469417[/C][C]0.382672079061165[/C][C]0.191336039530582[/C][/ROW]
[ROW][C]57[/C][C]0.783524784832472[/C][C]0.432950430335057[/C][C]0.216475215167528[/C][/ROW]
[ROW][C]58[/C][C]0.898817882013892[/C][C]0.202364235972216[/C][C]0.101182117986108[/C][/ROW]
[ROW][C]59[/C][C]0.885404615045433[/C][C]0.229190769909134[/C][C]0.114595384954567[/C][/ROW]
[ROW][C]60[/C][C]0.868862534639968[/C][C]0.262274930720063[/C][C]0.131137465360032[/C][/ROW]
[ROW][C]61[/C][C]0.886682841492058[/C][C]0.226634317015884[/C][C]0.113317158507942[/C][/ROW]
[ROW][C]62[/C][C]0.875319998516954[/C][C]0.249360002966092[/C][C]0.124680001483046[/C][/ROW]
[ROW][C]63[/C][C]0.858227379350331[/C][C]0.283545241299338[/C][C]0.141772620649669[/C][/ROW]
[ROW][C]64[/C][C]0.842022291475453[/C][C]0.315955417049094[/C][C]0.157977708524547[/C][/ROW]
[ROW][C]65[/C][C]0.822696988853585[/C][C]0.354606022292829[/C][C]0.177303011146415[/C][/ROW]
[ROW][C]66[/C][C]0.804360780926557[/C][C]0.391278438146886[/C][C]0.195639219073443[/C][/ROW]
[ROW][C]67[/C][C]0.784423729564522[/C][C]0.431152540870956[/C][C]0.215576270435478[/C][/ROW]
[ROW][C]68[/C][C]0.763298283019512[/C][C]0.473403433960977[/C][C]0.236701716980489[/C][/ROW]
[ROW][C]69[/C][C]0.743424159026384[/C][C]0.513151681947231[/C][C]0.256575840973616[/C][/ROW]
[ROW][C]70[/C][C]0.715263887608551[/C][C]0.569472224782899[/C][C]0.284736112391449[/C][/ROW]
[ROW][C]71[/C][C]0.690650146894404[/C][C]0.618699706211192[/C][C]0.309349853105596[/C][/ROW]
[ROW][C]72[/C][C]0.662842347410863[/C][C]0.674315305178275[/C][C]0.337157652589137[/C][/ROW]
[ROW][C]73[/C][C]0.699152769084977[/C][C]0.601694461830046[/C][C]0.300847230915023[/C][/ROW]
[ROW][C]74[/C][C]0.817299416198615[/C][C]0.365401167602771[/C][C]0.182700583801385[/C][/ROW]
[ROW][C]75[/C][C]0.799066815208582[/C][C]0.401866369582837[/C][C]0.200933184791418[/C][/ROW]
[ROW][C]76[/C][C]0.776823067486049[/C][C]0.446353865027901[/C][C]0.223176932513951[/C][/ROW]
[ROW][C]77[/C][C]0.804668368754396[/C][C]0.390663262491208[/C][C]0.195331631245604[/C][/ROW]
[ROW][C]78[/C][C]0.78598935914124[/C][C]0.42802128171752[/C][C]0.21401064085876[/C][/ROW]
[ROW][C]79[/C][C]0.8080078479764[/C][C]0.3839843040472[/C][C]0.1919921520236[/C][/ROW]
[ROW][C]80[/C][C]0.787718703899374[/C][C]0.424562592201252[/C][C]0.212281296100626[/C][/ROW]
[ROW][C]81[/C][C]0.768838944973521[/C][C]0.462322110052958[/C][C]0.231161055026479[/C][/ROW]
[ROW][C]82[/C][C]0.794360030442618[/C][C]0.411279939114763[/C][C]0.205639969557382[/C][/ROW]
[ROW][C]83[/C][C]0.774171978428553[/C][C]0.451656043142894[/C][C]0.225828021571447[/C][/ROW]
[ROW][C]84[/C][C]0.757971531281433[/C][C]0.484056937437133[/C][C]0.242028468718567[/C][/ROW]
[ROW][C]85[/C][C]0.788784086162291[/C][C]0.422431827675419[/C][C]0.211215913837709[/C][/ROW]
[ROW][C]86[/C][C]0.77064698859175[/C][C]0.4587060228165[/C][C]0.22935301140825[/C][/ROW]
[ROW][C]87[/C][C]0.794454228029574[/C][C]0.411091543940852[/C][C]0.205545771970426[/C][/ROW]
[ROW][C]88[/C][C]0.774786230897589[/C][C]0.450427538204822[/C][C]0.225213769102411[/C][/ROW]
[ROW][C]89[/C][C]0.754840618279569[/C][C]0.490318763440863[/C][C]0.245159381720431[/C][/ROW]
[ROW][C]90[/C][C]0.733984714267843[/C][C]0.532030571464314[/C][C]0.266015285732157[/C][/ROW]
[ROW][C]91[/C][C]0.712907992337691[/C][C]0.574184015324617[/C][C]0.287092007662309[/C][/ROW]
[ROW][C]92[/C][C]0.692579716471654[/C][C]0.614840567056691[/C][C]0.307420283528346[/C][/ROW]
[ROW][C]93[/C][C]0.670338420390258[/C][C]0.659323159219483[/C][C]0.329661579609742[/C][/ROW]
[ROW][C]94[/C][C]0.646429634433126[/C][C]0.707140731133749[/C][C]0.353570365566874[/C][/ROW]
[ROW][C]95[/C][C]0.625390932677403[/C][C]0.749218134645193[/C][C]0.374609067322597[/C][/ROW]
[ROW][C]96[/C][C]0.601065616519817[/C][C]0.797868766960366[/C][C]0.398934383480183[/C][/ROW]
[ROW][C]97[/C][C]0.577652184342004[/C][C]0.844695631315993[/C][C]0.422347815657996[/C][/ROW]
[ROW][C]98[/C][C]0.599780727094703[/C][C]0.800438545810594[/C][C]0.400219272905297[/C][/ROW]
[ROW][C]99[/C][C]0.618990799840434[/C][C]0.762018400319133[/C][C]0.381009200159566[/C][/ROW]
[ROW][C]100[/C][C]0.593252516612909[/C][C]0.813494966774182[/C][C]0.406747483387091[/C][/ROW]
[ROW][C]101[/C][C]0.578622820642665[/C][C]0.842754358714669[/C][C]0.421377179357335[/C][/ROW]
[ROW][C]102[/C][C]0.558088692435669[/C][C]0.883822615128661[/C][C]0.441911307564331[/C][/ROW]
[ROW][C]103[/C][C]0.531585503500777[/C][C]0.936828992998446[/C][C]0.468414496499223[/C][/ROW]
[ROW][C]104[/C][C]0.664436548389977[/C][C]0.671126903220047[/C][C]0.335563451610023[/C][/ROW]
[ROW][C]105[/C][C]0.68698959291076[/C][C]0.626020814178479[/C][C]0.31301040708924[/C][/ROW]
[ROW][C]106[/C][C]0.710729349008082[/C][C]0.578541301983837[/C][C]0.289270650991918[/C][/ROW]
[ROW][C]107[/C][C]0.686707163918473[/C][C]0.626585672163054[/C][C]0.313292836081527[/C][/ROW]
[ROW][C]108[/C][C]0.663836014499943[/C][C]0.672327971000113[/C][C]0.336163985500056[/C][/ROW]
[ROW][C]109[/C][C]0.695448297797231[/C][C]0.609103404405539[/C][C]0.304551702202769[/C][/ROW]
[ROW][C]110[/C][C]0.715060253818391[/C][C]0.569879492363218[/C][C]0.284939746181609[/C][/ROW]
[ROW][C]111[/C][C]0.736438629336113[/C][C]0.527122741327774[/C][C]0.263561370663887[/C][/ROW]
[ROW][C]112[/C][C]0.718598607521146[/C][C]0.562802784957708[/C][C]0.281401392478854[/C][/ROW]
[ROW][C]113[/C][C]0.736014949009976[/C][C]0.527970101980049[/C][C]0.263985050990024[/C][/ROW]
[ROW][C]114[/C][C]0.716485479918598[/C][C]0.567029040162804[/C][C]0.283514520081402[/C][/ROW]
[ROW][C]115[/C][C]0.694026429226592[/C][C]0.611947141546817[/C][C]0.305973570773408[/C][/ROW]
[ROW][C]116[/C][C]0.677501578773065[/C][C]0.64499684245387[/C][C]0.322498421226935[/C][/ROW]
[ROW][C]117[/C][C]0.654991598266041[/C][C]0.690016803467919[/C][C]0.345008401733959[/C][/ROW]
[ROW][C]118[/C][C]0.637115606166266[/C][C]0.725768787667468[/C][C]0.362884393833734[/C][/ROW]
[ROW][C]119[/C][C]0.622929945027604[/C][C]0.754140109944792[/C][C]0.377070054972396[/C][/ROW]
[ROW][C]120[/C][C]0.602239381538427[/C][C]0.795521236923147[/C][C]0.397760618461573[/C][/ROW]
[ROW][C]121[/C][C]0.58218944486674[/C][C]0.83562111026652[/C][C]0.41781055513326[/C][/ROW]
[ROW][C]122[/C][C]0.560436048531635[/C][C]0.87912790293673[/C][C]0.439563951468365[/C][/ROW]
[ROW][C]123[/C][C]0.539571847599343[/C][C]0.920856304801314[/C][C]0.460428152400657[/C][/ROW]
[ROW][C]124[/C][C]0.51304876373541[/C][C]0.973902472529181[/C][C]0.48695123626459[/C][/ROW]
[ROW][C]125[/C][C]0.543315591933421[/C][C]0.913368816133158[/C][C]0.456684408066579[/C][/ROW]
[ROW][C]126[/C][C]0.559483098608189[/C][C]0.881033802783623[/C][C]0.440516901391811[/C][/ROW]
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[ROW][C]266[/C][C]0.204393460285337[/C][C]0.408786920570673[/C][C]0.795606539714663[/C][/ROW]
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[ROW][C]271[/C][C]0.215678287435502[/C][C]0.431356574871003[/C][C]0.784321712564498[/C][/ROW]
[ROW][C]272[/C][C]0.203082055086075[/C][C]0.406164110172151[/C][C]0.796917944913925[/C][/ROW]
[ROW][C]273[/C][C]0.190979397336462[/C][C]0.381958794672925[/C][C]0.809020602663537[/C][/ROW]
[ROW][C]274[/C][C]0.204670665183529[/C][C]0.409341330367058[/C][C]0.795329334816471[/C][/ROW]
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[ROW][C]406[/C][C]0.543553164041104[/C][C]0.912893671917793[/C][C]0.456446835958896[/C][/ROW]
[ROW][C]407[/C][C]0.527239211569485[/C][C]0.945521576861031[/C][C]0.472760788430516[/C][/ROW]
[ROW][C]408[/C][C]0.510380860243269[/C][C]0.979238279513463[/C][C]0.489619139756731[/C][/ROW]
[ROW][C]409[/C][C]0.489760274069048[/C][C]0.979520548138095[/C][C]0.510239725930952[/C][/ROW]
[ROW][C]410[/C][C]0.471934526150275[/C][C]0.94386905230055[/C][C]0.528065473849725[/C][/ROW]
[ROW][C]411[/C][C]0.593743202466504[/C][C]0.812513595066992[/C][C]0.406256797533496[/C][/ROW]
[ROW][C]412[/C][C]0.581453068411214[/C][C]0.837093863177571[/C][C]0.418546931588786[/C][/ROW]
[ROW][C]413[/C][C]0.562707636022494[/C][C]0.874584727955013[/C][C]0.437292363977506[/C][/ROW]
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[ROW][C]416[/C][C]0.59045592593866[/C][C]0.819088148122679[/C][C]0.40954407406134[/C][/ROW]
[ROW][C]417[/C][C]0.578622329150334[/C][C]0.842755341699332[/C][C]0.421377670849666[/C][/ROW]
[ROW][C]418[/C][C]0.562967399236436[/C][C]0.874065201527127[/C][C]0.437032600763564[/C][/ROW]
[ROW][C]419[/C][C]0.588459721615847[/C][C]0.823080556768306[/C][C]0.411540278384153[/C][/ROW]
[ROW][C]420[/C][C]0.571747704116555[/C][C]0.85650459176689[/C][C]0.428252295883445[/C][/ROW]
[ROW][C]421[/C][C]0.612487599330413[/C][C]0.775024801339174[/C][C]0.387512400669587[/C][/ROW]
[ROW][C]422[/C][C]0.596678157295313[/C][C]0.806643685409373[/C][C]0.403321842704687[/C][/ROW]
[ROW][C]423[/C][C]0.57709506871959[/C][C]0.84580986256082[/C][C]0.42290493128041[/C][/ROW]
[ROW][C]424[/C][C]0.598074394475944[/C][C]0.803851211048112[/C][C]0.401925605524056[/C][/ROW]
[ROW][C]425[/C][C]0.583091405890142[/C][C]0.833817188219717[/C][C]0.416908594109858[/C][/ROW]
[ROW][C]426[/C][C]0.570757382008139[/C][C]0.858485235983722[/C][C]0.429242617991861[/C][/ROW]
[ROW][C]427[/C][C]0.552029395563013[/C][C]0.895941208873973[/C][C]0.447970604436987[/C][/ROW]
[ROW][C]428[/C][C]0.590553894609858[/C][C]0.818892210780284[/C][C]0.409446105390142[/C][/ROW]
[ROW][C]429[/C][C]0.616139268144815[/C][C]0.767721463710369[/C][C]0.383860731855185[/C][/ROW]
[ROW][C]430[/C][C]0.59477470182224[/C][C]0.81045059635552[/C][C]0.40522529817776[/C][/ROW]
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[ROW][C]467[/C][C]0.289958903279804[/C][C]0.579917806559609[/C][C]0.710041096720196[/C][/ROW]
[ROW][C]468[/C][C]0.301820051810135[/C][C]0.60364010362027[/C][C]0.698179948189865[/C][/ROW]
[ROW][C]469[/C][C]0.322153842066068[/C][C]0.644307684132135[/C][C]0.677846157933933[/C][/ROW]
[ROW][C]470[/C][C]0.302325496182892[/C][C]0.604650992365784[/C][C]0.697674503817108[/C][/ROW]
[ROW][C]471[/C][C]0.322951444004132[/C][C]0.645902888008264[/C][C]0.677048555995868[/C][/ROW]
[ROW][C]472[/C][C]0.594016180989282[/C][C]0.811967638021436[/C][C]0.405983819010718[/C][/ROW]
[ROW][C]473[/C][C]0.571308152517978[/C][C]0.857383694964044[/C][C]0.428691847482022[/C][/ROW]
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[ROW][C]475[/C][C]0.529197548657186[/C][C]0.941604902685628[/C][C]0.470802451342814[/C][/ROW]
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[ROW][C]477[/C][C]0.494376094791251[/C][C]0.988752189582503[/C][C]0.505623905208749[/C][/ROW]
[ROW][C]478[/C][C]0.472878479345649[/C][C]0.945756958691298[/C][C]0.527121520654351[/C][/ROW]
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[ROW][C]480[/C][C]0.466904846487993[/C][C]0.933809692975986[/C][C]0.533095153512007[/C][/ROW]
[ROW][C]481[/C][C]0.449638839892668[/C][C]0.899277679785336[/C][C]0.550361160107332[/C][/ROW]
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[ROW][C]485[/C][C]0.421311703585706[/C][C]0.842623407171412[/C][C]0.578688296414294[/C][/ROW]
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[ROW][C]493[/C][C]0.611908154905721[/C][C]0.776183690188558[/C][C]0.388091845094279[/C][/ROW]
[ROW][C]494[/C][C]0.644049147567479[/C][C]0.711901704865042[/C][C]0.355950852432521[/C][/ROW]
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[ROW][C]496[/C][C]0.627873901530022[/C][C]0.744252196939956[/C][C]0.372126098469978[/C][/ROW]
[ROW][C]497[/C][C]0.645196350774364[/C][C]0.709607298451272[/C][C]0.354803649225636[/C][/ROW]
[ROW][C]498[/C][C]0.627308969907274[/C][C]0.745382060185451[/C][C]0.372691030092726[/C][/ROW]
[ROW][C]499[/C][C]0.608790562269768[/C][C]0.782418875460465[/C][C]0.391209437730232[/C][/ROW]
[ROW][C]500[/C][C]0.71142556074542[/C][C]0.577148878509161[/C][C]0.28857443925458[/C][/ROW]
[ROW][C]501[/C][C]0.696065506103069[/C][C]0.607868987793862[/C][C]0.303934493896931[/C][/ROW]
[ROW][C]502[/C][C]0.680046032877447[/C][C]0.639907934245106[/C][C]0.319953967122553[/C][/ROW]
[ROW][C]503[/C][C]0.699293958616985[/C][C]0.601412082766031[/C][C]0.300706041383015[/C][/ROW]
[ROW][C]504[/C][C]0.681472489352508[/C][C]0.637055021294985[/C][C]0.318527510647492[/C][/ROW]
[ROW][C]505[/C][C]0.693406558480241[/C][C]0.613186883039517[/C][C]0.306593441519759[/C][/ROW]
[ROW][C]506[/C][C]0.713988470767117[/C][C]0.572023058465766[/C][C]0.286011529232883[/C][/ROW]
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[ROW][C]508[/C][C]0.736303448888575[/C][C]0.527393102222851[/C][C]0.263696551111425[/C][/ROW]
[ROW][C]509[/C][C]0.748560954053318[/C][C]0.502878091893364[/C][C]0.251439045946682[/C][/ROW]
[ROW][C]510[/C][C]0.727951488185495[/C][C]0.54409702362901[/C][C]0.272048511814505[/C][/ROW]
[ROW][C]511[/C][C]0.920769076706682[/C][C]0.158461846586636[/C][C]0.0792309232933182[/C][/ROW]
[ROW][C]512[/C][C]0.915365175384039[/C][C]0.169269649231922[/C][C]0.0846348246159612[/C][/ROW]
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[ROW][C]514[/C][C]0.897635038180835[/C][C]0.204729923638329[/C][C]0.102364961819165[/C][/ROW]
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[ROW][C]517[/C][C]0.955342621415866[/C][C]0.0893147571682689[/C][C]0.0446573785841344[/C][/ROW]
[ROW][C]518[/C][C]0.961211964858886[/C][C]0.0775760702822287[/C][C]0.0387880351411143[/C][/ROW]
[ROW][C]519[/C][C]0.955459226991214[/C][C]0.0890815460175711[/C][C]0.0445407730087855[/C][/ROW]
[ROW][C]520[/C][C]0.950286787972521[/C][C]0.0994264240549582[/C][C]0.0497132120274791[/C][/ROW]
[ROW][C]521[/C][C]0.945692086748328[/C][C]0.108615826503343[/C][C]0.0543079132516715[/C][/ROW]
[ROW][C]522[/C][C]0.939943924162363[/C][C]0.120112151675274[/C][C]0.0600560758376368[/C][/ROW]
[ROW][C]523[/C][C]0.934599744676594[/C][C]0.130800510646812[/C][C]0.065400255323406[/C][/ROW]
[ROW][C]524[/C][C]0.930184612435407[/C][C]0.139630775129187[/C][C]0.0698153875645934[/C][/ROW]
[ROW][C]525[/C][C]0.923391540007637[/C][C]0.153216919984726[/C][C]0.076608459992363[/C][/ROW]
[ROW][C]526[/C][C]0.932330831621222[/C][C]0.135338336757557[/C][C]0.0676691683787784[/C][/ROW]
[ROW][C]527[/C][C]0.926426851980425[/C][C]0.14714629603915[/C][C]0.0735731480195748[/C][/ROW]
[ROW][C]528[/C][C]0.917289860047929[/C][C]0.165420279904142[/C][C]0.0827101399520709[/C][/ROW]
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[ROW][C]531[/C][C]0.887220259907253[/C][C]0.225559480185495[/C][C]0.112779740092747[/C][/ROW]
[ROW][C]532[/C][C]0.904091695294391[/C][C]0.191816609411218[/C][C]0.095908304705609[/C][/ROW]
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[ROW][C]536[/C][C]0.938659186101703[/C][C]0.122681627796594[/C][C]0.061340813898297[/C][/ROW]
[ROW][C]537[/C][C]0.94603196564469[/C][C]0.107936068710621[/C][C]0.0539680343553104[/C][/ROW]
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[ROW][C]540[/C][C]0.938515228572839[/C][C]0.122969542854322[/C][C]0.0614847714271612[/C][/ROW]
[ROW][C]541[/C][C]0.940633302313863[/C][C]0.118733395372275[/C][C]0.0593666976861374[/C][/ROW]
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[ROW][C]545[/C][C]0.950480970244825[/C][C]0.0990380595103502[/C][C]0.0495190297551751[/C][/ROW]
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[ROW][C]548[/C][C]0.943354483569342[/C][C]0.113291032861316[/C][C]0.0566455164306581[/C][/ROW]
[ROW][C]549[/C][C]0.947896222249088[/C][C]0.104207555501824[/C][C]0.052103777750912[/C][/ROW]
[ROW][C]550[/C][C]0.939174910356494[/C][C]0.121650179287012[/C][C]0.0608250896435061[/C][/ROW]
[ROW][C]551[/C][C]0.934698052659223[/C][C]0.130603894681554[/C][C]0.0653019473407769[/C][/ROW]
[ROW][C]552[/C][C]0.925009355176539[/C][C]0.149981289646922[/C][C]0.0749906448234608[/C][/ROW]
[ROW][C]553[/C][C]0.939376096840168[/C][C]0.121247806319664[/C][C]0.0606239031598321[/C][/ROW]
[ROW][C]554[/C][C]0.937494948391579[/C][C]0.125010103216842[/C][C]0.0625050516084211[/C][/ROW]
[ROW][C]555[/C][C]0.927610630647755[/C][C]0.14477873870449[/C][C]0.0723893693522452[/C][/ROW]
[ROW][C]556[/C][C]0.921692446848152[/C][C]0.156615106303697[/C][C]0.0783075531518484[/C][/ROW]
[ROW][C]557[/C][C]0.951758980487112[/C][C]0.0964820390257765[/C][C]0.0482410195128882[/C][/ROW]
[ROW][C]558[/C][C]0.945020207406788[/C][C]0.109959585186424[/C][C]0.0549797925932119[/C][/ROW]
[ROW][C]559[/C][C]0.943977612108725[/C][C]0.11204477578255[/C][C]0.0560223878912749[/C][/ROW]
[ROW][C]560[/C][C]0.934736198664884[/C][C]0.130527602670231[/C][C]0.0652638013351156[/C][/ROW]
[ROW][C]561[/C][C]0.947076843269118[/C][C]0.105846313461764[/C][C]0.0529231567308819[/C][/ROW]
[ROW][C]562[/C][C]0.94107782507655[/C][C]0.117844349846899[/C][C]0.0589221749234495[/C][/ROW]
[ROW][C]563[/C][C]0.935625720092189[/C][C]0.128748559815621[/C][C]0.0643742799078105[/C][/ROW]
[ROW][C]564[/C][C]0.924664733352679[/C][C]0.150670533294642[/C][C]0.0753352666473212[/C][/ROW]
[ROW][C]565[/C][C]0.991988343698416[/C][C]0.0160233126031678[/C][C]0.00801165630158389[/C][/ROW]
[ROW][C]566[/C][C]0.990444416610545[/C][C]0.0191111667789092[/C][C]0.0095555833894546[/C][/ROW]
[ROW][C]567[/C][C]0.988884421640865[/C][C]0.0222311567182706[/C][C]0.0111155783591353[/C][/ROW]
[ROW][C]568[/C][C]0.986205318180527[/C][C]0.0275893636389466[/C][C]0.0137946818194733[/C][/ROW]
[ROW][C]569[/C][C]0.984605208019759[/C][C]0.030789583960482[/C][C]0.015394791980241[/C][/ROW]
[ROW][C]570[/C][C]0.981108924436503[/C][C]0.0377821511269945[/C][C]0.0188910755634973[/C][/ROW]
[ROW][C]571[/C][C]0.984724494151941[/C][C]0.0305510116961178[/C][C]0.0152755058480589[/C][/ROW]
[ROW][C]572[/C][C]0.981910489127304[/C][C]0.0361790217453925[/C][C]0.0180895108726963[/C][/ROW]
[ROW][C]573[/C][C]0.985370033381522[/C][C]0.0292599332369556[/C][C]0.0146299666184778[/C][/ROW]
[ROW][C]574[/C][C]0.982963428939009[/C][C]0.034073142121982[/C][C]0.017036571060991[/C][/ROW]
[ROW][C]575[/C][C]0.981114693551826[/C][C]0.0377706128963472[/C][C]0.0188853064481736[/C][/ROW]
[ROW][C]576[/C][C]0.97690430803035[/C][C]0.046191383939301[/C][C]0.0230956919696505[/C][/ROW]
[ROW][C]577[/C][C]0.976103574965415[/C][C]0.0477928500691698[/C][C]0.0238964250345849[/C][/ROW]
[ROW][C]578[/C][C]0.976038946606975[/C][C]0.0479221067860509[/C][C]0.0239610533930255[/C][/ROW]
[ROW][C]579[/C][C]0.980574821143153[/C][C]0.0388503577136934[/C][C]0.0194251788568467[/C][/ROW]
[ROW][C]580[/C][C]0.976484258939889[/C][C]0.0470314821202221[/C][C]0.023515741060111[/C][/ROW]
[ROW][C]581[/C][C]0.974515963920703[/C][C]0.0509680721585936[/C][C]0.0254840360792968[/C][/ROW]
[ROW][C]582[/C][C]0.970106358863592[/C][C]0.0597872822728156[/C][C]0.0298936411364078[/C][/ROW]
[ROW][C]583[/C][C]0.964520541577859[/C][C]0.0709589168442812[/C][C]0.0354794584221406[/C][/ROW]
[ROW][C]584[/C][C]0.956582454644431[/C][C]0.0868350907111385[/C][C]0.0434175453555692[/C][/ROW]
[ROW][C]585[/C][C]0.948447707447335[/C][C]0.103104585105329[/C][C]0.0515522925526646[/C][/ROW]
[ROW][C]586[/C][C]0.979760601074835[/C][C]0.0404787978503293[/C][C]0.0202393989251647[/C][/ROW]
[ROW][C]587[/C][C]0.987837923961932[/C][C]0.0243241520761353[/C][C]0.0121620760380676[/C][/ROW]
[ROW][C]588[/C][C]0.993705700835441[/C][C]0.0125885983291187[/C][C]0.00629429916455936[/C][/ROW]
[ROW][C]589[/C][C]0.991692769772208[/C][C]0.0166144604555846[/C][C]0.00830723022779232[/C][/ROW]
[ROW][C]590[/C][C]0.99185564495792[/C][C]0.0162887100841598[/C][C]0.00814435504207989[/C][/ROW]
[ROW][C]591[/C][C]0.98976619799658[/C][C]0.0204676040068405[/C][C]0.0102338020034202[/C][/ROW]
[ROW][C]592[/C][C]0.987453124715084[/C][C]0.0250937505698323[/C][C]0.0125468752849161[/C][/ROW]
[ROW][C]593[/C][C]0.991962778857613[/C][C]0.0160744422847732[/C][C]0.00803722114238662[/C][/ROW]
[ROW][C]594[/C][C]0.9922600814084[/C][C]0.0154798371831999[/C][C]0.00773991859159993[/C][/ROW]
[ROW][C]595[/C][C]0.996910782239076[/C][C]0.00617843552184766[/C][C]0.00308921776092383[/C][/ROW]
[ROW][C]596[/C][C]0.995907193211176[/C][C]0.00818561357764884[/C][C]0.00409280678882442[/C][/ROW]
[ROW][C]597[/C][C]0.994657049607743[/C][C]0.0106859007845132[/C][C]0.00534295039225658[/C][/ROW]
[ROW][C]598[/C][C]0.993100172688983[/C][C]0.0137996546220334[/C][C]0.00689982731101669[/C][/ROW]
[ROW][C]599[/C][C]0.992445804024993[/C][C]0.0151083919500146[/C][C]0.00755419597500729[/C][/ROW]
[ROW][C]600[/C][C]0.992908285566292[/C][C]0.0141834288674168[/C][C]0.00709171443370841[/C][/ROW]
[ROW][C]601[/C][C]0.99165763194721[/C][C]0.0166847361055797[/C][C]0.00834236805278987[/C][/ROW]
[ROW][C]602[/C][C]0.99585476515289[/C][C]0.00829046969421942[/C][C]0.00414523484710971[/C][/ROW]
[ROW][C]603[/C][C]0.99625271270833[/C][C]0.00749457458334003[/C][C]0.00374728729167001[/C][/ROW]
[ROW][C]604[/C][C]0.996657808501515[/C][C]0.0066843829969693[/C][C]0.00334219149848465[/C][/ROW]
[ROW][C]605[/C][C]0.997090486027242[/C][C]0.00581902794551537[/C][C]0.00290951397275769[/C][/ROW]
[ROW][C]606[/C][C]0.995838140621103[/C][C]0.00832371875779349[/C][C]0.00416185937889675[/C][/ROW]
[ROW][C]607[/C][C]0.995573597779889[/C][C]0.00885280444022166[/C][C]0.00442640222011083[/C][/ROW]
[ROW][C]608[/C][C]0.993805645731457[/C][C]0.0123887085370852[/C][C]0.00619435426854259[/C][/ROW]
[ROW][C]609[/C][C]0.991273327490457[/C][C]0.0174533450190859[/C][C]0.00872667250954294[/C][/ROW]
[ROW][C]610[/C][C]0.988281734862635[/C][C]0.0234365302747293[/C][C]0.0117182651373647[/C][/ROW]
[ROW][C]611[/C][C]0.983839889681203[/C][C]0.0323202206375947[/C][C]0.0161601103187973[/C][/ROW]
[ROW][C]612[/C][C]0.981274282160238[/C][C]0.0374514356795236[/C][C]0.0187257178397618[/C][/ROW]
[ROW][C]613[/C][C]0.978008885283225[/C][C]0.04398222943355[/C][C]0.021991114716775[/C][/ROW]
[ROW][C]614[/C][C]0.971719871087146[/C][C]0.0565602578257074[/C][C]0.0282801289128537[/C][/ROW]
[ROW][C]615[/C][C]0.9786480764905[/C][C]0.0427038470189994[/C][C]0.0213519235094997[/C][/ROW]
[ROW][C]616[/C][C]0.972990133171299[/C][C]0.0540197336574019[/C][C]0.027009866828701[/C][/ROW]
[ROW][C]617[/C][C]0.98615106619208[/C][C]0.0276978676158397[/C][C]0.0138489338079199[/C][/ROW]
[ROW][C]618[/C][C]0.991763918817215[/C][C]0.016472162365569[/C][C]0.00823608118278452[/C][/ROW]
[ROW][C]619[/C][C]0.988189934740799[/C][C]0.0236201305184018[/C][C]0.0118100652592009[/C][/ROW]
[ROW][C]620[/C][C]0.986638934150509[/C][C]0.0267221316989828[/C][C]0.0133610658494914[/C][/ROW]
[ROW][C]621[/C][C]0.985907546649985[/C][C]0.0281849067000309[/C][C]0.0140924533500154[/C][/ROW]
[ROW][C]622[/C][C]0.979983205835697[/C][C]0.0400335883286056[/C][C]0.0200167941643028[/C][/ROW]
[ROW][C]623[/C][C]0.977874822811074[/C][C]0.0442503543778523[/C][C]0.0221251771889262[/C][/ROW]
[ROW][C]624[/C][C]0.976336696532142[/C][C]0.0473266069357155[/C][C]0.0236633034678577[/C][/ROW]
[ROW][C]625[/C][C]0.981422430908341[/C][C]0.0371551381833172[/C][C]0.0185775690916586[/C][/ROW]
[ROW][C]626[/C][C]0.982157861365506[/C][C]0.0356842772689889[/C][C]0.0178421386344945[/C][/ROW]
[ROW][C]627[/C][C]0.976185446766782[/C][C]0.0476291064664352[/C][C]0.0238145532332176[/C][/ROW]
[ROW][C]628[/C][C]0.967053608465139[/C][C]0.0658927830697229[/C][C]0.0329463915348615[/C][/ROW]
[ROW][C]629[/C][C]0.964100258686872[/C][C]0.0717994826262568[/C][C]0.0358997413131284[/C][/ROW]
[ROW][C]630[/C][C]0.976815571395045[/C][C]0.0463688572099106[/C][C]0.0231844286049553[/C][/ROW]
[ROW][C]631[/C][C]0.96878309047391[/C][C]0.0624338190521792[/C][C]0.0312169095260896[/C][/ROW]
[ROW][C]632[/C][C]0.953737278886575[/C][C]0.09252544222685[/C][C]0.046262721113425[/C][/ROW]
[ROW][C]633[/C][C]0.933576363700559[/C][C]0.132847272598882[/C][C]0.066423636299441[/C][/ROW]
[ROW][C]634[/C][C]0.90783141746846[/C][C]0.184337165063081[/C][C]0.0921685825315403[/C][/ROW]
[ROW][C]635[/C][C]0.881706579787648[/C][C]0.236586840424703[/C][C]0.118293420212352[/C][/ROW]
[ROW][C]636[/C][C]0.865612211328285[/C][C]0.26877557734343[/C][C]0.134387788671715[/C][/ROW]
[ROW][C]637[/C][C]0.82090655974177[/C][C]0.35818688051646[/C][C]0.17909344025823[/C][/ROW]
[ROW][C]638[/C][C]0.785328753609699[/C][C]0.429342492780602[/C][C]0.214671246390301[/C][/ROW]
[ROW][C]639[/C][C]0.783571514345673[/C][C]0.432856971308653[/C][C]0.216428485654327[/C][/ROW]
[ROW][C]640[/C][C]0.707796608590204[/C][C]0.584406782819592[/C][C]0.292203391409796[/C][/ROW]
[ROW][C]641[/C][C]0.617903053080351[/C][C]0.764193893839299[/C][C]0.382096946919649[/C][/ROW]
[ROW][C]642[/C][C]0.742519173802309[/C][C]0.514961652395382[/C][C]0.257480826197691[/C][/ROW]
[ROW][C]643[/C][C]0.785890247471444[/C][C]0.428219505057111[/C][C]0.214109752528556[/C][/ROW]
[ROW][C]644[/C][C]0.694646309212039[/C][C]0.610707381575922[/C][C]0.305353690787961[/C][/ROW]
[ROW][C]645[/C][C]0.868127650133276[/C][C]0.263744699733448[/C][C]0.131872349866724[/C][/ROW]
[ROW][C]646[/C][C]0.850531683151091[/C][C]0.298936633697819[/C][C]0.149468316848909[/C][/ROW]
[ROW][C]647[/C][C]0.945350897480531[/C][C]0.109298205038937[/C][C]0.0546491025194685[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=145448&T=5

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=145448&T=5

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


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

Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.0113762506442010.02275250128840190.988623749355799
70.1395181491581090.2790362983162190.860481850841891
80.07252613908396710.1450522781679340.927473860916033
90.03576823232901180.07153646465802350.964231767670988
100.01659615191485570.03319230382971150.983403848085144
110.2393823633885330.4787647267770660.760617636611467
120.4486356098528680.8972712197057360.551364390147132
130.3552354130447860.7104708260895730.644764586955214
140.2718882598345770.5437765196691530.728111740165423
150.2044209593638590.4088419187277180.795579040636141
160.1616034615767180.3232069231534370.838396538423282
170.2009592255902590.4019184511805190.799040774409741
180.1490172752157870.2980345504315740.850982724784213
190.1742631332706490.3485262665412990.825736866729351
200.1859059411631090.3718118823262180.814094058836891
210.2565399183663370.5130798367326740.743460081633663
220.2267267049306020.4534534098612050.773273295069397
230.3130159495695530.6260318991391060.686984050430447
240.6298936728171270.7402126543657460.370106327182873
250.7086882187312750.582623562537450.291311781268725
260.6725309110960090.6549381778079810.327469088903991
270.6332000056221060.7335999887557880.366799994377894
280.5949159696786790.8101680606426420.405084030321321
290.5512765153822030.8974469692355940.448723484617797
300.6129355987717720.7741288024564560.387064401228228
310.6480174543138810.7039650913722380.351982545686119
320.681122515386510.6377549692269810.31887748461349
330.7424114560885060.5151770878229880.257588543911494
340.7186931139208790.5626137721582430.281306886079121
350.720203160134740.559593679730520.27979683986526
360.6821825235192370.6356349529615260.317817476480763
370.6645376788038790.6709246423922420.335462321196121
380.7413283979517190.5173432040965620.258671602048281
390.7619947536145130.4760104927709750.238005246385487
400.734358144005980.531283711988040.26564185599402
410.7011630210598130.5976739578803740.298836978940187
420.7446977207124790.5106045585750420.255302279287521
430.7115769760030190.5768460479939620.288423023996981
440.7341222107786870.5317555784426260.265877789221313
450.7568813176501950.486237364699610.243118682349805
460.7847204352264130.4305591295471740.215279564773587
470.7574003995836430.4851992008327140.242599600416357
480.794434929678630.411130140642740.20556507032137
490.7691560274850440.4616879450299120.230843972514956
500.8720117264199510.2559765471600970.127988273580049
510.8513900530221690.2972198939556630.148609946977832
520.8400890048177630.3198219903644740.159910995182237
530.8183930227053170.3632139545893660.181606977294683
540.8540605423143970.2918789153712060.145939457685603
550.8322386293431810.3355227413136380.167761370656819
560.8086639604694170.3826720790611650.191336039530582
570.7835247848324720.4329504303350570.216475215167528
580.8988178820138920.2023642359722160.101182117986108
590.8854046150454330.2291907699091340.114595384954567
600.8688625346399680.2622749307200630.131137465360032
610.8866828414920580.2266343170158840.113317158507942
620.8753199985169540.2493600029660920.124680001483046
630.8582273793503310.2835452412993380.141772620649669
640.8420222914754530.3159554170490940.157977708524547
650.8226969888535850.3546060222928290.177303011146415
660.8043607809265570.3912784381468860.195639219073443
670.7844237295645220.4311525408709560.215576270435478
680.7632982830195120.4734034339609770.236701716980489
690.7434241590263840.5131516819472310.256575840973616
700.7152638876085510.5694722247828990.284736112391449
710.6906501468944040.6186997062111920.309349853105596
720.6628423474108630.6743153051782750.337157652589137
730.6991527690849770.6016944618300460.300847230915023
740.8172994161986150.3654011676027710.182700583801385
750.7990668152085820.4018663695828370.200933184791418
760.7768230674860490.4463538650279010.223176932513951
770.8046683687543960.3906632624912080.195331631245604
780.785989359141240.428021281717520.21401064085876
790.80800784797640.38398430404720.1919921520236
800.7877187038993740.4245625922012520.212281296100626
810.7688389449735210.4623221100529580.231161055026479
820.7943600304426180.4112799391147630.205639969557382
830.7741719784285530.4516560431428940.225828021571447
840.7579715312814330.4840569374371330.242028468718567
850.7887840861622910.4224318276754190.211215913837709
860.770646988591750.45870602281650.22935301140825
870.7944542280295740.4110915439408520.205545771970426
880.7747862308975890.4504275382048220.225213769102411
890.7548406182795690.4903187634408630.245159381720431
900.7339847142678430.5320305714643140.266015285732157
910.7129079923376910.5741840153246170.287092007662309
920.6925797164716540.6148405670566910.307420283528346
930.6703384203902580.6593231592194830.329661579609742
940.6464296344331260.7071407311337490.353570365566874
950.6253909326774030.7492181346451930.374609067322597
960.6010656165198170.7978687669603660.398934383480183
970.5776521843420040.8446956313159930.422347815657996
980.5997807270947030.8004385458105940.400219272905297
990.6189907998404340.7620184003191330.381009200159566
1000.5932525166129090.8134949667741820.406747483387091
1010.5786228206426650.8427543587146690.421377179357335
1020.5580886924356690.8838226151286610.441911307564331
1030.5315855035007770.9368289929984460.468414496499223
1040.6644365483899770.6711269032200470.335563451610023
1050.686989592910760.6260208141784790.31301040708924
1060.7107293490080820.5785413019838370.289270650991918
1070.6867071639184730.6265856721630540.313292836081527
1080.6638360144999430.6723279710001130.336163985500056
1090.6954482977972310.6091034044055390.304551702202769
1100.7150602538183910.5698794923632180.284939746181609
1110.7364386293361130.5271227413277740.263561370663887
1120.7185986075211460.5628027849577080.281401392478854
1130.7360149490099760.5279701019800490.263985050990024
1140.7164854799185980.5670290401628040.283514520081402
1150.6940264292265920.6119471415468170.305973570773408
1160.6775015787730650.644996842453870.322498421226935
1170.6549915982660410.6900168034679190.345008401733959
1180.6371156061662660.7257687876674680.362884393833734
1190.6229299450276040.7541401099447920.377070054972396
1200.6022393815384270.7955212369231470.397760618461573
1210.582189444866740.835621110266520.41781055513326
1220.5604360485316350.879127902936730.439563951468365
1230.5395718475993430.9208563048013140.460428152400657
1240.513048763735410.9739024725291810.48695123626459
1250.5433155919334210.9133688161331580.456684408066579
1260.5594830986081890.8810338027836230.440516901391811
1270.5395655162868620.9208689674262760.460434483713138
1280.5153903606953330.9692192786093340.484609639304667
1290.5380559344821170.9238881310357670.461944065517883
1300.5683655232660560.8632689534678880.431634476733944
1310.5467560129011630.9064879741976740.453243987098837
1320.5299690553873370.9400618892253260.470030944612663
1330.5062664786450330.9874670427099340.493733521354967
1340.4890558986462590.9781117972925170.510944101353741
1350.5242103638384780.9515792723230450.475789636161522
1360.500827620181740.998344759636520.49917237981826
1370.5382039860470370.9235920279059260.461796013952963
1380.5140793682766290.9718412634467420.485920631723371
1390.4927926933678110.9855853867356230.507207306632189
1400.4747592018219590.9495184036439190.525240798178041
1410.5045619257775110.9908761484449780.495438074222489
1420.4860137307975550.9720274615951110.513986269202445
1430.5136995834249730.9726008331500550.486300416575027
1440.4913659152649840.9827318305299680.508634084735016
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Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level80.0124610591900312NOK
5% type I error level590.0919003115264797NOK
10% type I error level770.11993769470405NOK

\begin{tabular}{lllllllll}
\hline
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity \tabularnewline
Description & # significant tests & % significant tests & OK/NOK \tabularnewline
1% type I error level & 8 & 0.0124610591900312 & NOK \tabularnewline
5% type I error level & 59 & 0.0919003115264797 & NOK \tabularnewline
10% type I error level & 77 & 0.11993769470405 & NOK \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=145448&T=6

[TABLE]
[ROW][C]Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity[/C][/ROW]
[ROW][C]Description[/C][C]# significant tests[/C][C]% significant tests[/C][C]OK/NOK[/C][/ROW]
[ROW][C]1% type I error level[/C][C]8[/C][C]0.0124610591900312[/C][C]NOK[/C][/ROW]
[ROW][C]5% type I error level[/C][C]59[/C][C]0.0919003115264797[/C][C]NOK[/C][/ROW]
[ROW][C]10% type I error level[/C][C]77[/C][C]0.11993769470405[/C][C]NOK[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=145448&T=6

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=145448&T=6

As an alternative you can also use a QR Code:  
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The GUIDs for individual cells are displayed in the table below:

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level80.0124610591900312NOK
5% type I error level590.0919003115264797NOK
10% type I error level770.11993769470405NOK


Figures (Output of Computation)

Figure 1
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Figure 6
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Figure 7
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Figure 9
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Figure 10
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Input Parameters & R Code

Parameters (Session):
par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;
Parameters (R input):
par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;
R code (references can be found in the software module):
library(lattice)
library(lmtest)
n25 <- 25 #minimum number of obs. for Goldfeld-Quandt test
par1 <- as.numeric(par1)
x <- t(y)
k <- length(x[1,])
n <- length(x[,1])
x1 <- cbind(x[,par1], x[,1:k!=par1])
mycolnames <- c(colnames(x)[par1], colnames(x)[1:k!=par1])
colnames(x1) <- mycolnames #colnames(x)[par1]
x <- x1
if (par3 == 'First Differences'){
x2 <- array(0, dim=c(n-1,k), dimnames=list(1:(n-1), paste('(1-B)',colnames(x),sep='')))
for (i in 1:n-1) {
for (j in 1:k) {
x2[i,j] <- x[i+1,j] - x[i,j]
}
}
x <- x2
}
if (par2 == 'Include Monthly Dummies'){
x2 <- array(0, dim=c(n,11), dimnames=list(1:n, paste('M', seq(1:11), sep ='')))
for (i in 1:11){
x2[seq(i,n,12),i] <- 1
}
x <- cbind(x, x2)
}
if (par2 == 'Include Quarterly Dummies'){
x2 <- array(0, dim=c(n,3), dimnames=list(1:n, paste('Q', seq(1:3), sep ='')))
for (i in 1:3){
x2[seq(i,n,4),i] <- 1
}
x <- cbind(x, x2)
}
k <- length(x[1,])
if (par3 == 'Linear Trend'){
x <- cbind(x, c(1:n))
colnames(x)[k+1] <- 't'
}
x
k <- length(x[1,])
df <- as.data.frame(x)
(mylm <- lm(df))
(mysum <- summary(mylm))
if (n > n25) {
kp3 <- k + 3
nmkm3 <- n - k - 3
gqarr <- array(NA, dim=c(nmkm3-kp3+1,3))
numgqtests <- 0
numsignificant1 <- 0
numsignificant5 <- 0
numsignificant10 <- 0
for (mypoint in kp3:nmkm3) {
j <- 0
numgqtests <- numgqtests + 1
for (myalt in c('greater', 'two.sided', 'less')) {
j <- j + 1
gqarr[mypoint-kp3+1,j] <- gqtest(mylm, point=mypoint, alternative=myalt)$p.value
}
if (gqarr[mypoint-kp3+1,2] < 0.01) numsignificant1 <- numsignificant1 + 1
if (gqarr[mypoint-kp3+1,2] < 0.05) numsignificant5 <- numsignificant5 + 1
if (gqarr[mypoint-kp3+1,2] < 0.10) numsignificant10 <- numsignificant10 + 1
}
gqarr
}
bitmap(file='test0.png')
plot(x[,1], type='l', main='Actuals and Interpolation', ylab='value of Actuals and Interpolation (dots)', xlab='time or index')
points(x[,1]-mysum$resid)
grid()
dev.off()
bitmap(file='test1.png')
plot(mysum$resid, type='b', pch=19, main='Residuals', ylab='value of Residuals', xlab='time or index')
grid()
dev.off()
bitmap(file='test2.png')
hist(mysum$resid, main='Residual Histogram', xlab='values of Residuals')
grid()
dev.off()
bitmap(file='test3.png')
densityplot(~mysum$resid,col='black',main='Residual Density Plot', xlab='values of Residuals')
dev.off()
bitmap(file='test4.png')
qqnorm(mysum$resid, main='Residual Normal Q-Q Plot')
qqline(mysum$resid)
grid()
dev.off()
(myerror <- as.ts(mysum$resid))
bitmap(file='test5.png')
dum <- cbind(lag(myerror,k=1),myerror)
dum
dum1 <- dum[2:length(myerror),]
dum1
z <- as.data.frame(dum1)
z
plot(z,main=paste('Residual Lag plot, lowess, and regression line'), ylab='values of Residuals', xlab='lagged values of Residuals')
lines(lowess(z))
abline(lm(z))
grid()
dev.off()
bitmap(file='test6.png')
acf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Autocorrelation Function')
grid()
dev.off()
bitmap(file='test7.png')
pacf(mysum$resid, lag.max=length(mysum$resid)/2, main='Residual Partial Autocorrelation Function')
grid()
dev.off()
bitmap(file='test8.png')
opar <- par(mfrow = c(2,2), oma = c(0, 0, 1.1, 0))
plot(mylm, las = 1, sub='Residual Diagnostics')
par(opar)
dev.off()
if (n > n25) {
bitmap(file='test9.png')
plot(kp3:nmkm3,gqarr[,2], main='Goldfeld-Quandt test',ylab='2-sided p-value',xlab='breakpoint')
grid()
dev.off()
}
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Estimated Regression Equation', 1, TRUE)
a<-table.row.end(a)
myeq <- colnames(x)[1]
myeq <- paste(myeq, '[t] = ', sep='')
for (i in 1:k){
if (mysum$coefficients[i,1] > 0) myeq <- paste(myeq, '+', '')
myeq <- paste(myeq, mysum$coefficients[i,1], sep=' ')
if (rownames(mysum$coefficients)[i] != '(Intercept)') {
myeq <- paste(myeq, rownames(mysum$coefficients)[i], sep='')
if (rownames(mysum$coefficients)[i] != 't') myeq <- paste(myeq, '[t]', sep='')
}
}
myeq <- paste(myeq, ' + e[t]')
a<-table.row.start(a)
a<-table.element(a, myeq)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,hyperlink('ols1.htm','Multiple Linear Regression - Ordinary Least Squares',''), 6, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Variable',header=TRUE)
a<-table.element(a,'Parameter',header=TRUE)
a<-table.element(a,'S.D.',header=TRUE)
a<-table.element(a,'T-STAT
H0: parameter = 0',header=TRUE)
a<-table.element(a,'2-tail p-value',header=TRUE)
a<-table.element(a,'1-tail p-value',header=TRUE)
a<-table.row.end(a)
for (i in 1:k){
a<-table.row.start(a)
a<-table.element(a,rownames(mysum$coefficients)[i],header=TRUE)
a<-table.element(a,mysum$coefficients[i,1])
a<-table.element(a, round(mysum$coefficients[i,2],6))
a<-table.element(a, round(mysum$coefficients[i,3],4))
a<-table.element(a, round(mysum$coefficients[i,4],6))
a<-table.element(a, round(mysum$coefficients[i,4]/2,6))
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Regression Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple R',1,TRUE)
a<-table.element(a, sqrt(mysum$r.squared))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'R-squared',1,TRUE)
a<-table.element(a, mysum$r.squared)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Adjusted R-squared',1,TRUE)
a<-table.element(a, mysum$adj.r.squared)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (value)',1,TRUE)
a<-table.element(a, mysum$fstatistic[1])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF numerator)',1,TRUE)
a<-table.element(a, mysum$fstatistic[2])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'F-TEST (DF denominator)',1,TRUE)
a<-table.element(a, mysum$fstatistic[3])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'p-value',1,TRUE)
a<-table.element(a, 1-pf(mysum$fstatistic[1],mysum$fstatistic[2],mysum$fstatistic[3]))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Residual Statistics', 2, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Residual Standard Deviation',1,TRUE)
a<-table.element(a, mysum$sigma)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Sum Squared Residuals',1,TRUE)
a<-table.element(a, sum(myerror*myerror))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a, 'Multiple Linear Regression - Actuals, Interpolation, and Residuals', 4, TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a, 'Time or Index', 1, TRUE)
a<-table.element(a, 'Actuals', 1, TRUE)
a<-table.element(a, 'Interpolation
Forecast', 1, TRUE)
a<-table.element(a, 'Residuals
Prediction Error', 1, TRUE)
a<-table.row.end(a)
for (i in 1:n) {
a<-table.row.start(a)
a<-table.element(a,i, 1, TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]-mysum$resid[i])
a<-table.element(a,mysum$resid[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable4.tab')
if (n > n25) {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'p-values',header=TRUE)
a<-table.element(a,'Alternative Hypothesis',3,header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'breakpoint index',header=TRUE)
a<-table.element(a,'greater',header=TRUE)
a<-table.element(a,'2-sided',header=TRUE)
a<-table.element(a,'less',header=TRUE)
a<-table.row.end(a)
for (mypoint in kp3:nmkm3) {
a<-table.row.start(a)
a<-table.element(a,mypoint,header=TRUE)
a<-table.element(a,gqarr[mypoint-kp3+1,1])
a<-table.element(a,gqarr[mypoint-kp3+1,2])
a<-table.element(a,gqarr[mypoint-kp3+1,3])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable5.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Description',header=TRUE)
a<-table.element(a,'# significant tests',header=TRUE)
a<-table.element(a,'% significant tests',header=TRUE)
a<-table.element(a,'OK/NOK',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'1% type I error level',header=TRUE)
a<-table.element(a,numsignificant1)
a<-table.element(a,numsignificant1/numgqtests)
if (numsignificant1/numgqtests < 0.01) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'5% type I error level',header=TRUE)
a<-table.element(a,numsignificant5)
a<-table.element(a,numsignificant5/numgqtests)
if (numsignificant5/numgqtests < 0.05) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'10% type I error level',header=TRUE)
a<-table.element(a,numsignificant10)
a<-table.element(a,numsignificant10/numgqtests)
if (numsignificant10/numgqtests < 0.1) dum <- 'OK' else dum <- 'NOK'
a<-table.element(a,dum)
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable6.tab')
}