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Computation of Power and Level Tables for Hypothesis Tests
Description
Functions for the computation of power and level tables for hypothesis tests, in Latex format, functions to build explanatory graphs for studying power of test statistics.
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Version
1.0.7
1.0.6
1.0.5
1.0.4
1.0.3
1.0.2
1.0.1
Install
install.packages('PoweR')
Version
1.0.7
License
GPL (>= 2)
Maintainer
P. de Micheaux
Last Published
August 28th, 2018
Functions in PoweR (1.0.7)
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Laplace.tests
Goodness-of-fit tests for the Laplace distribution
law.cstr
Gives information about a given law.
law0002.Normal
The Normal Distribution
law0016.VUnif
The VUniform Distribution
law0005.Gamma
The Gamma Distribution
law0004.Logistic
The Logistic Distribution
law0003.Cauchy
The Cauchy Distribution
law0017.JohnsonSU
The Johnson SU Distribution
law0013.PowerUnif
The Power Uniform Distribution
law0012.ShiftedExp
The Shifted Exponential Distribution
help.law
Help Law
law0030.FoldedNormal
The Folded Normal Distribution
law0021.SkewNormal
The Skew Normal Distribution
law0020.JohnsonSB
The Johnson SB Distribution
help.stat
Help Stat
law0006.Beta
The Beta Distribution
law0007.Uniform
The Uniform Distribution
law0022.ScaleCont
The Scale Contaminated Distribution
law0023.GeneralizedPareto
The Generalized Pareto Distribution
getindex
Get indices of laws and statistics functions.
law0024.GeneralizedError
The Generalized Error Distribution
getnbparstats
Get numbers of parameters of test statistics.
getnbparlaws
Retrieve the default number of parameters of some laws.
graph
p-value plot, p-value discrepancy plot and size-power curves.
law0032.TruncatedNormal
The Truncated Normal Distribution
law0025.Stable
The Stable Distribution
law0008.Student
The Student t Distribution
law0031.MixtureNormal
The Mixture Normal Distribution
law0009.Chisquared
The Chi-Squared Distribution
law0034.GeneralizedExpPower
The Generalized Exponential Power Distribution
law0001.Laplace
The Laplace Distribution
law0033.Nout
The Normal with outliers Distribution
law0038.AsymmetricPowerDistribution
The Asymmetric Power Distribution
law0014.AverageUnif
The Average Uniform Distribution
law0010.LogNormal
The Log Normal Distribution
law0035.Exponential
The Exponential Distribution
law0039.modifiedAsymmetricPowerDistribution
The modified Asymmetric Power Distribution
plot.sizepower
size-power curves.
powcomp.easy
Computation of power and level tables for hypothesis tests.
stat0001.Lilliefors
The Lilliefors test for normality
stat0002.AndersonDarling
The Anderson-Darling test for normality
law0028.GeneralizedExtValue
The Generalized Extreme Value Distribution
law0040.Log-Pareto-tail-normal
The Log-Pareto-tail-normal Distribution
law0015.UUnif
The UUniform Distribution
law0011.Weibull
The Weibull Distribution
stat0015.BontempsMeddahi2
The 2nd Bontemps-Meddahi test for normality
law0018.Tukey
The Tukey Distribution
law0029.GeneralizedArcsine
The Generalized Arcsine Distribution
many.pval
Computes several \(p\)-values for many test statistics.
stat0016.BrysHubertStruyf
The Brys-Hubert-Struyf test for normality
many.crit
Computation of critical values for several test statistics
stat0023.ShapiroWilk-RG
The Shapiro-Wilk test for normality modified by Rahman-Govindarajulu
print.critvalues
Latex table for critical values
print.power
Latex table for power simulations
stat0007.JarqueBera
The Jarque-Bera test for normality
law0036.AsymmetricLaplace
The Asymmetric Laplace Distribution
law0019.LocationCont
The Location Contaminated Distribution
moments
Expectation and variance.
stat0008.DoornikHansen
The Doornik-Hansen test for normality
law0026.Gumbel
The Gumbel Distribution
law0027.Frechet
The Frechet Distribution
plot.discrepancy
\(p\)-value discrepancy plot.
stat0013.Hosking4
The 4th Hosking test for normality
law0037.NormalInvGaussian
The Normal-inverse Gaussian Distribution
plot.pvalue
\(p\)-value plot.
stat0024.DAgostino
The D'Agostino test for normality
stat0040.Rayner2
The Rayner-Best statistic for the Laplace distribution
pvalueMC
Monte-Carlo computation of a p-value for one single test statistic.
stat0010.Hosking1
The 1st Hosking test for normality
stat0039.Rayner1
The Rayner-Best statistic for the Laplace distribution
stat0009.GelGastwirth
The Gel-Gastwirth test for normality
stat0005.GlenLeemisBarr
The Glen-Leemis-Barr test for normality
stat0006.DAgostinoPearson
The D'Agostino-Pearson test for normality
stat0011.Hosking2
The 2nd Hosking test for normality
stat.cstr
Gives information about a test statistic.
powcomp.fast
Computation of power and level tables for hypothesis tests.
power.gui
PoweR GUI
stat0045.KolmogorovSmirnov
The Kolmogorov-Smirnov test for the Laplace distribution
stat0003.ZhangWu1
The 1st Zhang-Wu test for normality
stat0046.Kuiper
The Kuiper test for the Laplace distribution
stat0014.BontempsMeddahi1
The 1st Bontemps-Meddahi test for normality
stat0017.BonettSeier
The Bonett-Seier test for normality
stat0012.Hosking3
The 3rd Hosking test for normality
stat0025.Filliben
The Filliben test for normality
stat0069.HegazyGreen2
The 2nd Hegazy-Green test for uniformity
stat0029.BarrioCuestaMatranRodriguez
The Barrio-Cuesta-Matran-Rodriguez test for normality
stat0026.ChenShapiro
The Chen-Shapiro test for normality
stat0030.Coin
The Coin test for normality
stat0018.BrysHubertStruyf-BonettSeier
The Brys-Hubert-Struyf & Bonett-Seier test for normality
stat0004.ZhangWu2
The 2nd Zhang-Wu test for normality
stat0031.EppsPulley
The Epps-Pulley test for normality
stat0032.MartinezIglewicz
The Martinez-Iglewicz test for normality
stat0070.Greenwood
The Greenwood test for uniformity
stat0043.CramervonMises
The Cramer-von Mises test for the Laplace distribution
stat0071.QuesenberryMiller
The Quesenberry-Miller test for uniformity
stat0044.Watson
The Watson test for the Laplace distribution
stat0019.CabanaCabana1
The 1st Cabana-Cabana test for normality
stat0035.DesgagneLafayeDeMicheauxLeblanc-Rn
The \(R_n\) test for normality
stat0020.CabanaCabana2
The 2nd Cabana-Cabana test for normality
stat0059.Gulati
The Gulati test for the Laplace distribution
stat0033.GelMiaoGastwirth
The Gel-Miao-Gastwirth test for normality
stat0062.DesgagneMicheauxLeblanc-Lap2
The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0061.DesgagneMicheauxLeblanc-Lap1
The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0034.ZhangQstar
The 2nd Zhang test for normality
stat0060.Gel
The Gel test for the Laplace distribution
stat0022.ShapiroFrancia
The Shapiro-Francia test for normality
stat0021.ShapiroWilk
The Shapiro-Wilk test for normality
stat0027.ZhangQ
The 1st Zhang test for normality
stat0083.ttests
Robustness of Student's t test for non-normality (one sample)
stat0036.DesgagneLafayeDeMicheaux-XAPD
The \(X_{APD}\) test for normality
stat0047.Meintanis1MO
The 1st Meintanis test with moment estimators for the Laplace distribution
stat0085.DesgagneMicheauxLeblanc-Lap3
The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0037.DesgagneLafayeDeMicheaux-ZEPD
The \(Z_{EPD}\) test for normality
stat0072.ReadCressie
The Read-Cressie test for uniformity
stat0048.Meintanis1ML
The 1st Meintanis test with maximum likelihood estimators for the Laplace distribution
stat0081.Zhang1
The 1st Zhang test for uniformity
stat0057.LangholzKronmal
The Langholz-Kronmal test for the Laplace distribution
stat0028.ZhangQQstar
The 3rd Zhang test for normality
stat0058.Kundu
The Kundu test for the Laplace distribution
stat0051.ChoiKim1
The 1st Choi-Kim test for the Laplace distribution
stat0052.ChoiKim2
The 2nd Choi-Kim test for the Laplace distribution
stat0067.Kuiper
The Kuiper test for uniformity
stat0049.Meintanis2MO
The 2nd Meintanis test with moment estimators for the Laplace distribution
stat0050.Meintanis2ML
The 2nd Meintanis test with maximum likelihood estimators for the Laplace distribution
stat0038.Glen
The Glen-Leemis-Barr test for the Laplace distribution
stat0053.ChoiKim3
The 3rd Choi-Kim test for the Laplace distribution
stat0068.HegazyGreen1
The 1st Hegazy-Green test for uniformity
stat0065.AndersonDarling
The Anderson-Darling test for uniformity
stat0066.Durbin
The Durbin test for uniformity
stat0041.Spiegelhalter
The Spiegelhalter test for normality
stat0054.DesgagneMicheauxLeblanc-Gn
The Desgagne-Micheaux-Leblanc test for the Laplace distribution
stat0075.Cressie2
The 2nd Cressie test for uniformity
stat0042.AndersonDarling
The Anderson-Darling test for the Laplace distribution
stat0082.Zhang2
The 2nd Zhang test for uniformity
stat0076.Vasicek
The Vasicek test for uniformity
stat0090.Lafaye5
The volcano test of normality
stat0091.Gonzales1
A ratio goodness-of-fit test for the Laplace distribution
stat0092.Gonzales2
A ratio goodness-of-fit test for the Laplace distribution
stat0093.Hogg1
More Light on the Kurtosis and Related Statistics (for the Laplace distribution)
stat0055.RaynerBest1
The 1st Rayner-Best test for the Laplace distribution
stat0063.Kolmogorov
The Kolmogorov test for uniformity
stat0056.RaynerBest2
The 2nd Rayner-Best test for the Laplace distribution
stat0064.CramervonMises
The Cramer-von Mises test for uniformity
stat0073.Moran
The Moran test for uniformity
stat0096.Hogg4
More Light on the Kurtosis and Related Statistics (for the Laplace distribution)
stat0080.Marhuenda
The Marhuenda test for uniformity
stat0077.Swartz
The Swartz test for uniformity
stat0079.Pardo
The Pardo test for uniformity
stat0074.Cressie1
The 1st Cressie test for uniformity
stat0086.Lafaye
The volcano test of normality
stat0087.Lafaye2
The volcano test of normality with alpha integrated out
stat0097.Rizzo
Expected distances and goodness-of-fit for the asymmetric Laplace distribution
stat0088.Lafaye3
The volcano test of normality
stat0094.Hogg2
More Light on the Kurtosis and Related Statistics (for the Laplace distribution)
stat0089.Lafaye4
The volcano test of normality
stat0078.Morales
The Morales test for uniformity
stat0095.Hogg3
More Light on the Kurtosis and Related Statistics (for the Laplace distribution)
statcompute
Performs a hypothesis test for the given value of statistic.
testsPureR
Computation of test statistic values in pure R.
Uniformity.tests
Goodness-of-fit tests for uniformity
compquant
Computation of the quantile values only for one test statistic.
create.alter
Create a list giving the type of test statistics.
checklaw
Check proper behaviour of a random generator
calcFx
Empirical distribution function of p-values.
Normality.tests
Goodness-of-fit tests for normality.
Distributions
Distributions in the PoweR package
densities
Density function
gensample
Generate random samples from a law added in the package.