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epandist (version 1.0.1)

Statistical Functions for the Censored and Uncensored Epanechnikov Distribution

Description

Analyzing censored variables usually requires the use of optimization algorithms. This package provides an alternative algebraic approach to the task of determining the expected value of a random censored variable with a known censoring point. Likewise this approach allows for the determination of the censoring point if the expected value is known. These results are derived under the assumption that the variable follows an Epanechnikov kernel distribution with known mean and range prior to censoring. Statistical functions related to the uncensored Epanechnikov distribution are also provided by this package.

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Version

Install

install.packages('epandist')

Monthly Downloads

310

Version

1.0.1

License

LGPL

Maintainer

Mathias Borritz Milfeldt

Last Published

October 1st, 2015

Functions in epandist (1.0.1)

repan

Generate random uncensored epanechnikov-distributed data
pepan

Cumulative distribution function (cdf) for an uncensored epanechnikov distribution
depan

Probability density function (pdf) for an uncensored epanechnikov distribution
cepan

Calculate censoring point
evepan

Calculate expected value of censored variable
qepan

Quantile function for an uncensored epanechnikov distribution