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.
|Author||Mathias Borritz Milfeldt [aut, cre]|
|Date of publication||2016-02-04 16:43:37|
|Maintainer||Mathias Borritz Milfeldt <firstname.lastname@example.org>|
cepan: Calculate censoring point
depan: Probability density function (pdf) for an uncensored...
evepan: Calculate expected value of censored variable
pepan: Cumulative distribution function (cdf) for an uncensored...
qepan: Quantile function for an uncensored epanechnikov distribution
repan: Generate random uncensored epanechnikov-distributed data