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pcensmix (version 1.2-1)

Model Fitting to Progressively Censored Mixture Data

Description

Functions for generating progressively Type-II censored data in a mixture structure and fitting models using a constrained EM algorithm. It can also create a progressive Type-II censored version of a given real dataset to be considered for model fitting.

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Version

Install

install.packages('pcensmix')

Monthly Downloads

144

Version

1.2-1

License

GPL (>= 2)

Maintainer

Lida Fallah

Last Published

July 24th, 2017

Functions in pcensmix (1.2-1)

pcensmix-package

Generate and fit a model to censored mixture data
pcensmixR

Fitting a Normal Mixture Model to a Real Progressive Type-II Censored Mixture Data Using EM Algorithm
mixgen

Generating Mixture Datasets
pcensmix-internal

Internal function for pcensmix
pcensmixSim

Fitting a Normal Mixture Model to a Simulated Progressive Type-II Censored Data Using EM Algorithm
pcgen

Creating a Progressively Type-II Censored Version of a Given Dataset
print.pcgen

Print Method for pcgen Objects
run_pcensmix

Generating Progressively Type-II Censored Mixture Data and Fitting a Model
blood

Blood pressure of mine workers.
insulate

Failure times of insulating fluid.