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probout (version 1.1.2)

Unsupervised Multivariate Outlier Probabilities for Large Datasets

Description

Estimates unsupervised outlier probabilities for multivariate numeric data with many observations from a nonparametric outlier statistic.

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Version

Install

install.packages('probout')

Monthly Downloads

193

Version

1.1.2

License

MIT + file LICENSE

Maintainer

Chris Fraley interim

Last Published

February 11th, 2022

Functions in probout (1.1.2)

allProb

Outlier probabilities for all observations
logdens

Log Density for Gaussian Mixture Model
OutlierStatistic

Nonparametric Outlier Statistic
partProb

Partition outlier probabilities
LWradius

Wilkinson's default leader-partitioning radius
leader

Leader Algorithm for Data Partitioning
simData

Simulates observations for outlier determination.