Computation of Power and Level Tables for Hypothesis Tests


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Documentation for package ‘PoweR’ version 1.0.5

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C D G H I L M N P R S U

-- C --

calcFx Empirical distribution function of p-values.
checklaw Check proper behaviour of a random generator
compquant Computation of the quantile values only for one test statistic.
create.alter Create a list giving the type of test statistics.

-- D --

Distributions Distributions in the PoweR package
dlaw1 Density function
dlaw10 Density function
dlaw11 Density function
dlaw12 Density function
dlaw13 Density function
dlaw14 Density function
dlaw15 Density function
dlaw16 Density function
dlaw17 Density function
dlaw18 Density function
dlaw19 Density function
dlaw2 Density function
dlaw20 Density function
dlaw21 Density function
dlaw22 Density function
dlaw23 Density function
dlaw24 Density function
dlaw25 Density function
dlaw26 Density function
dlaw27 Density function
dlaw28 Density function
dlaw29 Density function
dlaw3 Density function
dlaw30 Density function
dlaw31 Density function
dlaw32 Density function
dlaw33 Density function
dlaw34 Density function
dlaw35 Density function
dlaw36 Density function
dlaw37 Density function
dlaw38 Density function
dlaw39 Density function
dlaw4 Density function
dlaw5 Density function
dlaw6 Density function
dlaw7 Density function
dlaw8 Density function
dlaw9 Density function

-- G --

gensample Generate random samples from a law added in the package.
getindex Get indices of laws and statistics functions.
getnbparlaws Retrieve the default number of parameters of some laws.
getnbparstats Get numbers of parameters of test statistics.
graph p-value plot, p-value discrepancy plot and size-power curves.

-- H --

help.law Help Law
help.stat Help Stat

-- I --

indicator Density function

-- L --

Laplace.tests Goodness-of-fit tests for the Laplace distribution
law.cstr Gives information about a given law.
law0001 The Laplace Distribution
law0001.Laplace The Laplace Distribution
law0002 The Normal Distribution
law0002.Normal The Normal Distribution
law0003 The Cauchy Distribution
law0003.Cauchy The Cauchy Distribution
law0004 The Logistic Distribution
law0004.Logistic The Logistic Distribution
law0005 The Gamma Distribution
law0005.Gamma The Gamma Distribution
law0006 The Beta Distribution
law0006.Beta The Beta Distribution
law0007 The Uniform Distribution
law0007.Uniform The Uniform Distribution
law0008 The Student t Distribution
law0008.Student The Student t Distribution
law0009 The Chi-Squared Distribution
law0009.Chisquared The Chi-Squared Distribution
law0010 The Log Normal Distribution
law0010.LogNormal The Log Normal Distribution
law0011 The Weibull Distribution
law0011.Weibull The Weibull Distribution
law0012 The Shifted Exponential Distribution
law0012.ShiftedExp The Shifted Exponential Distribution
law0013 The Power Uniform Distribution
law0013.PowerUnif The Power Uniform Distribution
law0014 The Average Uniform Distribution
law0014.AverageUnif The Average Uniform Distribution
law0015 The UUniform Distribution
law0015.UUnif The UUniform Distribution
law0016 The VUniform Distribution
law0016.VUnif The VUniform Distribution
law0017 The Johnson SU Distribution
law0017.JohnsonSU The Johnson SU Distribution
law0018 The Tukey Distribution
law0018.Tukey The Tukey Distribution
law0019 The Location Contaminated Distribution
law0019.LocationCont The Location Contaminated Distribution
law0020 The Johnson SB Distribution
law0020.JohnsonSB The Johnson SB Distribution
law0021 The Skew Normal Distribution
law0021.SkewNormal The Skew Normal Distribution
law0022 The Scale Contaminated Distribution
law0022.ScaleCont The Scale Contaminated Distribution
law0023.GeneralizedPareto The Generalized Pareto Distribution
law0024 The Generalized Error Distribution
law0024.GeneralizedError The Generalized Error Distribution
law0025 The Stable Distribution
law0025.Stable The Stable Distribution
law0026 The Gumbel Distribution
law0026.Gumbel The Gumbel Distribution
law0027 The Frechet Distribution
law0027.Frechet The Frechet Distribution
law0028 The Generalized Extreme Value Distribution
law0028.GeneralizedExtValue The Generalized Extreme Value Distribution
law0029 The Generalized Arcsine Distribution
law0029.GeneralizedArcsine The Generalized Arcsine Distribution
law0030 The Folded Normal Distribution
law0030.FoldedNormal The Folded Normal Distribution
law0031 The Mixture Normal Distribution
law0031.MixtureNormal The Mixture Normal Distribution
law0032 The Truncated Normal Distribution
law0032.TruncatedNormal The Truncated Normal Distribution
law0033 The Normal with outliers Distribution
law0033.Nout The Normal with outliers Distribution
law0034 The Generalized Exponential Power Distribution
law0034.GeneralizedExpPower The Generalized Exponential Power Distribution
law0035 The Exponential Distribution
law0035.Exponential The Exponential Distribution
law0036 The Asymmetric Laplace Distribution
law0036.AsymmetricLaplace The Asymmetric Laplace Distribution
law0037 The Normal-inverse Gaussian Distribution
law0037.NormalInvGaussian The Normal-inverse Gaussian Distribution
law0038 The Asymmetric Power Distribution
law0038.AsymmetricPowerDistribution The Asymmetric Power Distribution
law0039 The modified Asymmetric Power Distribution
law0039.modifiedAsymmetricPowerDistribution The modified Asymmetric Power Distribution
law023 The Generalized Pareto Distribution

-- M --

many.crit Computation of critical values for several test statistics
many.pval Computes several p-values for many test statistics.
moments1 Expectation and variance.
moments10 Expectation and variance.
moments11 Expectation and variance.
moments12 Expectation and variance.
moments13 Expectation and variance.
moments14 Expectation and variance.
moments15 Expectation and variance.
moments16 Expectation and variance.
moments17 Expectation and variance.
moments18 Expectation and variance.
moments19 Expectation and variance.
moments2 Expectation and variance.
moments20 Expectation and variance.
moments21 Expectation and variance.
moments22 Expectation and variance.
moments23 Expectation and variance.
moments24 Expectation and variance.
moments25 Expectation and variance.
moments26 Expectation and variance.
moments27 Expectation and variance.
moments28 Expectation and variance.
moments29 Expectation and variance.
moments3 Expectation and variance.
moments30 Expectation and variance.
moments31 Expectation and variance.
moments32 Expectation and variance.
moments33 Expectation and variance.
moments34 Expectation and variance.
moments35 Expectation and variance.
moments36 Expectation and variance.
moments37 Expectation and variance.
moments38 Expectation and variance.
moments39 Expectation and variance.
moments4 Expectation and variance.
moments5 Expectation and variance.
moments6 Expectation and variance.
moments7 Expectation and variance.
moments8 Expectation and variance.
moments9 Expectation and variance.

-- N --

Normality.tests Goodness-of-fit tests for normality.

-- P --

plot.discrepancy p-value discrepancy plot.
plot.pvalue p-value plot.
plot.sizepower size-power curves.
powcomp.easy Computation of power and level tables for hypothesis tests.
powcomp.fast Computation of power and level tables for hypothesis tests.
power.gui PoweR GUI
print.critvalues Latex table for critical values
print.critvalues1 Latex table for critical values
print.index Get indices of laws and statistics functions.
print.power Latex table for power simulations
print.power1 Latex table for power simulations
pvalueMC Monte-Carlo computation of a p-value for one single test statistic.

-- R --

rlaw Generate random samples from a law added in the package.

-- S --

stat.cstr Gives information about a test statistic.
stat0001 The Lilliefors test for normality
stat0001.Lilliefors The Lilliefors test for normality
stat0002 The Anderson-Darling test for normality
stat0002.AndersonDarling The Anderson-Darling test for normality
stat0003 The 1st Zhang-Wu test for normality
stat0003.ZhangWu1 The 1st Zhang-Wu test for normality
stat0004 The 2nd Zhang-Wu test for normality
stat0004.ZhangWu2 The 2nd Zhang-Wu test for normality
stat0005 The Glen-Leemis-Barr test for normality
stat0005.GlenLeemisBarr The Glen-Leemis-Barr test for normality
stat0006 The D'Agostino-Pearson test for normality
stat0006.DAgostinoPearson The D'Agostino-Pearson test for normality
stat0007 The Jarque-Bera test for normality
stat0007.JarqueBera The Jarque-Bera test for normality
stat0008 The Doornik-Hansen test for normality
stat0008.DoornikHansen The Doornik-Hansen test for normality
stat0009 The Gel-Gastwirth test for normality
stat0009.GelGastwirth The Gel-Gastwirth test for normality
stat0010 The 1st Hosking test for normality
stat0010.Hosking1 The 1st Hosking test for normality
stat0011 The 2nd Hosking test for normality
stat0011.Hosking2 The 2nd Hosking test for normality
stat0012 The 3rd Hosking test for normality
stat0012.Hosking3 The 3rd Hosking test for normality
stat0013 The 4th Hosking test for normality
stat0013.Hosking4 The 4th Hosking test for normality
stat0014 The 1st Bontemps-Meddahi test for normality
stat0014.BontempsMeddahi1 The 1st Bontemps-Meddahi test for normality
stat0015 The 2nd Bontemps-Meddahi test for normality
stat0015.BontempsMeddahi2 The 2nd Bontemps-Meddahi test for normality
stat0016 The Brys-Hubert-Struyf test for normality
stat0016.BrysHubertStruyf The Brys-Hubert-Struyf test for normality
stat0017 The Bonett-Seier test for normality
stat0017.BonettSeier The Bonett-Seier test for normality
stat0018 The Brys-Hubert-Struyf & Bonett-Seier test for normality
stat0018.BrysHubertStruyf-BonettSeier The Brys-Hubert-Struyf & Bonett-Seier test for normality
stat0019 The 1st Cabana-Cabana test for normality
stat0019.CabanaCabana1 The 1st Cabana-Cabana test for normality
stat0020 The 2nd Cabana-Cabana test for normality
stat0020.CabanaCabana2 The 2nd Cabana-Cabana test for normality
stat0021 The Shapiro-Wilk test for normality
stat0021.ShapiroWilk The Shapiro-Wilk test for normality
stat0022 The Shapiro-Francia test for normality
stat0022.ShapiroFrancia The Shapiro-Francia test for normality
stat0023 The Shapiro-Wilk test for normality modified by Rahman-Govindarajulu
stat0023.ShapiroWilk-RG The Shapiro-Wilk test for normality modified by Rahman-Govindarajulu
stat0024 The D'Agostino test for normality
stat0024.DAgostino The D'Agostino test for normality
stat0025 The Filliben test for normality
stat0025.Filliben The Filliben test for normality
stat0026 The Chen-Shapiro test for normality
stat0026.ChenShapiro The Chen-Shapiro test for normality
stat0027 The 1st Zhang test for normality
stat0027.ZhangQ The 1st Zhang test for normality
stat0028 The 3rd Zhang test for normality
stat0028.ZhangQQstar The 3rd Zhang test for normality
stat0029 The Barrio-Cuesta-Matran-Rodriguez test for normality
stat0029.BarrioCuestaMatranRodriguez The Barrio-Cuesta-Matran-Rodriguez test for normality
stat0030 The Coin test for normality
stat0030.Coin The Coin test for normality
stat0031 The Epps-Pulley test for normality
stat0031.EppsPulley The Epps-Pulley test for normality
stat0032 The Martinez-Iglewicz test for normality
stat0032.MartinezIglewicz The Martinez-Iglewicz test for normality
stat0033 The Gel-Miao-Gastwirth test for normality
stat0033.GelMiaoGastwirth The Gel-Miao-Gastwirth test for normality
stat0034 The 2nd Zhang test for normality
stat0034.ZhangQstar The 2nd Zhang test for normality
stat0035 The 1st Desgagne-Micheaux-Leblanc test for normality
stat0035.DesgagneMicheauxLeblanc-P1 The 1st Desgagne-Micheaux-Leblanc test for normality
stat0036 The 2nd Desgagne-Micheaux-Leblanc test for normality
stat0036.DesgagneMicheauxLeblanc-P2 The 2nd Desgagne-Micheaux-Leblanc test for normality
stat0037 The S Desgagne-Micheaux test for normality
stat0037.DesgagneMicheaux-S The S Desgagne-Micheaux test for normality
stat0038 The C Desgagne-Micheaux test for normality
stat0038.DesgagneMicheaux-C The C Desgagne-Micheaux test for normality
stat0039 The new CS Desgagne-Micheaux test for normality
stat0039.DesgagneMicheaux-CS The new CS Desgagne-Micheaux test for normality
stat0040 The Desgagne-Micheaux-Leblanc test for normality
stat0040.DesgagneMicheauxLeblanc-Rn The Desgagne-Micheaux-Leblanc test for normality
stat0041 The Spiegelhalter test for normality
stat0041.Spiegelhalter The Spiegelhalter test for normality
stat0042 The Anderson-Darling test for the Laplace distribution
stat0042.AndersonDarling The Anderson-Darling test for the Laplace distribution
stat0043 The Cramer-von Mises test for the Laplace distribution
stat0043.CramervonMises The Cramer-von Mises test for the Laplace distribution
stat0044 The Watson test for the Laplace distribution
stat0044.Watson The Watson test for the Laplace distribution
stat0045 The Kolmogorov-Smirnov test for the Laplace distribution
stat0045.KolmogorovSmirnov The Kolmogorov-Smirnov test for the Laplace distribution
stat0046 The Kuiper test for the Laplace distribution
stat0046.Kuiper The Kuiper test for the Laplace distribution
stat0047 The 1st Meintanis test with moment estimators for the Laplace distribution
stat0047.Meintanis1MO The 1st Meintanis test with moment estimators for the Laplace distribution
stat0048 The 1st Meintanis test with maximum likelihood estimators for the Laplace distribution
stat0048.Meintanis1ML The 1st Meintanis test with maximum likelihood estimators for the Laplace distribution
stat0049 The 2nd Meintanis test with moment estimators for the Laplace distribution
stat0049.Meintanis2MO The 2nd Meintanis test with moment estimators for the Laplace distribution
stat0050 The 2nd Meintanis test with maximum likelihood estimators for the Laplace distribution
stat0050.Meintanis2ML The 2nd Meintanis test with maximum likelihood estimators for the Laplace distribution
stat0051 The 1st Choi-Kim test for the Laplace distribution
stat0051.ChoiKim1 The 1st Choi-Kim test for the Laplace distribution
stat0052 The 2nd Choi-Kim test for the Laplace distribution
stat0052.ChoiKim2 The 2nd Choi-Kim test for the Laplace distribution
stat0053 The 3rd Choi-Kim test for the Laplace distribution
stat0053.ChoiKim3 The 3rd Choi-Kim test for the Laplace distribution
stat0054 The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0054.DesgagneMicheauxLeblanc-Gn The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0055 The 1st Rayner-Best test for the Laplace distribution
stat0055.RaynerBest1 The 1st Rayner-Best test for the Laplace distribution
stat0056 The 2nd Rayner-Best test for the Laplace distribution
stat0056.RaynerBest2 The 2nd Rayner-Best test for the Laplace distribution
stat0057 The Langholz-Kronmal test for the Laplace distribution
stat0057.LangholzKronmal The Langholz-Kronmal test for the Laplace distribution
stat0058 The Kundu test for the Laplace distribution
stat0058.Kundu The Kundu test for the Laplace distribution
stat0059 The Gulati test for the Laplace distribution
stat0059.Gulati The Gulati test for the Laplace distribution
stat0060 The Gel test for the Laplace distribution
stat0060.Gel The Gel test for the Laplace distribution
stat0061 The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0061.DesgagneMicheauxLeblanc-Lap1 The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0062 The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0062.DesgagneMicheauxLeblanc-Lap2 The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0063 The Kolmogorov test for uniformity
stat0063.Kolmogorov The Kolmogorov test for uniformity
stat0064 The Cramer-von Mises test for uniformity
stat0064.CramervonMises The Cramer-von Mises test for uniformity
stat0065 The Anderson-Darling test for uniformity
stat0065.AndersonDarling The Anderson-Darling test for uniformity
stat0066 The Durbin test for uniformity
stat0066.Durbin The Durbin test for uniformity
stat0067 The Kuiper test for uniformity
stat0067.Kuiper The Kuiper test for uniformity
stat0068 The 1st Hegazy-Green test for uniformity
stat0068.HegazyGreen1 The 1st Hegazy-Green test for uniformity
stat0069 The 2nd Hegazy-Green test for uniformity
stat0069.HegazyGreen2 The 2nd Hegazy-Green test for uniformity
stat0070 The Greenwood test for uniformity
stat0070.Greenwood The Greenwood test for uniformity
stat0071 The Quesenberry-Miller test for uniformity
stat0071.QuesenberryMiller The Quesenberry-Miller test for uniformity
stat0072 The Read-Cressie test for uniformity
stat0072.ReadCressie The Read-Cressie test for uniformity
stat0073 The Moran test for uniformity
stat0073.Moran The Moran test for uniformity
stat0074 The 1st Cressie test for uniformity
stat0074.Cressie1 The 1st Cressie test for uniformity
stat0075 The 2nd Cressie test for uniformity
stat0075.Cressie2 The 2nd Cressie test for uniformity
stat0076 The Vasicek test for uniformity
stat0076.Vasicek The Vasicek test for uniformity
stat0077 The Swartz test for uniformity
stat0077.Swartz The Swartz test for uniformity
stat0078 The Morales test for uniformity
stat0078.Morales The Morales test for uniformity
stat0079 The Pardo test for uniformity
stat0079.Pardo The Pardo test for uniformity
stat0080 The Marhuenda test for uniformity
stat0080.Marhuenda The Marhuenda test for uniformity
stat0081 The 1st Zhang test for uniformity
stat0081.Zhang1 The 1st Zhang test for uniformity
stat0082 The 2nd Zhang test for uniformity
stat0082.Zhang2 The 2nd Zhang test for uniformity
stat0084 The 1st Desgagne-Micheaux-Leblanc test for normality
stat0084.DesgagneMicheauxLeblanc-nor1 The 1st Desgagne-Micheaux-Leblanc test for normality
stat0085 The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0085.DesgagneMicheauxLeblanc-Lap3 The Desgagne-Micheaux-Leblanc test for the Laplace distribution
statcompute Performs a hypothesis test for the given value of statistic.

-- U --

Uniformity.tests Goodness-of-fit tests for uniformity