alphaOutlier: Obtain Alpha-Outlier Regions for Well-Known Probability Distributions

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Given the parameters of a distribution, the package uses the concept of alpha-outliers by Davies and Gather (1993) to flag outliers in a data set. See Davies, L.; Gather, U. (1993): The identification of multiple outliers, JASA, 88 423, 782-792, <doi:10.1080/01621459.1993.10476339> for details.

Author
Andre Rehage, Sonja Kuhnt
Date of publication
2016-09-09 18:05:11
Maintainer
Andre Rehage <rehage@statistik.tu-dortmund.de>
License
GPL-3
Version
1.2.0

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Man pages

alphaOutlier-package
Obtain alpha-outlier regions for well-known probability...
aout.binom
Find alpha-outliers in Binomial data
aout.cg
Find alpha-outliers in conditional Gaussian data
aout.chisq
Find alpha-outliers in chi^2 data
aout.conttab
Find alpha-outliers in two-way contingency tables
aout.exp
Find alpha-outliers in exponentially distributed data
aout.gandh
Find alpha-outliers in data from the family of g-and-h...
aout.hyper
Find alpha-outliers in hypergeometric data
aout.kernel
Find alpha-outliers in arbitrary univariate data using kernel...
aout.laplace
Find alpha-outliers in Laplace / double exponential data
aout.logis
Find alpha-outliers in logistic data
aout.mvnorm
Find alpha-outliers in multivariate normal data
aout.nbinom
Find alpha-outliers in negative Binomial data
aout.norm
Find alpha-outliers in normal data
aout.pareto
Find alpha-outliers in Pareto data
aout.pois
Find alpha-outliers in Poisson count data
aout.weibull
Find alpha-outliers in Weibull data
citiesData
Population of the 999 largest German cities
createDesMat
Create design matrix for log-linear models of contingency...
daysabs
Number of absence days of students

Files in this package

alphaOutlier
alphaOutlier/NAMESPACE
alphaOutlier/NEWS
alphaOutlier/data
alphaOutlier/data/citiesData.RData
alphaOutlier/data/daysabs.RData
alphaOutlier/R
alphaOutlier/R/aout.mvnorm.R
alphaOutlier/R/aout.pareto.R
alphaOutlier/R/aout.laplace.R
alphaOutlier/R/aout.kernel.R
alphaOutlier/R/aout.pois.R
alphaOutlier/R/aout.nbinom.R
alphaOutlier/R/aout.gandh.R
alphaOutlier/R/aout.chisq.R
alphaOutlier/R/aout.conttab.R
alphaOutlier/R/aout.hyper.R
alphaOutlier/R/aout.weibull.R
alphaOutlier/R/createDesMat.R
alphaOutlier/R/aout.cg.R
alphaOutlier/R/aout.binom.R
alphaOutlier/R/aout.logis.R
alphaOutlier/R/aout.norm.R
alphaOutlier/R/aout.exp.R
alphaOutlier/MD5
alphaOutlier/DESCRIPTION
alphaOutlier/man
alphaOutlier/man/aout.cg.Rd
alphaOutlier/man/aout.hyper.Rd
alphaOutlier/man/aout.pareto.Rd
alphaOutlier/man/citiesData.Rd
alphaOutlier/man/aout.gandh.Rd
alphaOutlier/man/aout.mvnorm.Rd
alphaOutlier/man/aout.chisq.Rd
alphaOutlier/man/aout.pois.Rd
alphaOutlier/man/aout.weibull.Rd
alphaOutlier/man/daysabs.Rd
alphaOutlier/man/aout.logis.Rd
alphaOutlier/man/aout.binom.Rd
alphaOutlier/man/alphaOutlier-package.Rd
alphaOutlier/man/aout.exp.Rd
alphaOutlier/man/createDesMat.Rd
alphaOutlier/man/aout.conttab.Rd
alphaOutlier/man/aout.nbinom.Rd
alphaOutlier/man/aout.norm.Rd
alphaOutlier/man/aout.kernel.Rd
alphaOutlier/man/aout.laplace.Rd