Obtain Alpha-Outlier Regions for Well-Known Probability Distributions
Obtain -outlier regions for well-known probability distributio...
Find -outliers in Binomial data
Find -outliers in conditional Gaussian data
Find -outliers in data
Find -outliers in two-way contingency tables
Find -outliers in exponentially distributed data
Find -outliers in data from the family of -and- distribu...
Find -outliers in hypergeometric data
Find -outliers in arbitrary univariate data using kernel densi...
Find -outliers in Laplace / double exponential data
Find -outliers in logistic data
Find -outliers in multivariate normal data
Find -outliers in negative Binomial data
Find -outliers in normal data
Find -outliers in Pareto data
Find -outliers in Poisson count data
Find -outliers in Weibull data
Create design matrix for log-linear models of contingency tables
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.