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R package for fitting finite mixture models for both raw and binned data

Installation

For stable/pre-compiled(for Windows and OS X) version, please install from CRAN:

install.packages('mixR')

Examples

Please check this paper

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Version

Install

install.packages('mixR')

Monthly Downloads

489

Version

0.2.1

License

GPL (>= 2)

Maintainer

Youjiao Yu

Last Published

October 20th, 2024

Functions in mixR (0.2.1)

rmixnormal

Generating Random Data From A Normal Mixture Model
print.selectEM

Print Method for Class selectEM
rmixweibull

Generating Random Data From A Weibull Mixture Model
to_mu_sd_gamma

Parameter Conversion for Gamma Distribution
to_mu_sd_lnorm

Parameter Conversion for Lognormal Distribution
rmixgamma

Generating Random Data From A Gamma Mixture Model
select

Finite Mixture Model Selection by Information Criterion
rmixlnorm

Generating Random Data From A Lognormal Mixture Model
reinstate

Reinstate the Binned Data to the Raw Data
to_mu_sd_weibull

Parameter Conversion for Weibull Distribution
to_mulog_sdlog_lnorm

Parameter Conversion for Lognormal Distribution
to_shape_rate_gamma

Parameter Conversion for Gamma Distribution
to_k_lambda_weibull

Parameter Conversion for Weibull Distribution
bin

Binning the Raw Data
plot.bootEM

Plot Bootstrap Likelihood Ratio Test
bs.test

Bootstrap Likelihood Ratio Test for Finite Mixture Models
initz

Initialization of the EM Algorithm
Stamp

1872 Hidalgo Stamp Data
mixR-package

Finite Mixture Modeling for Raw and Binned Data
plot.mixfitEM

Plotting the Fitted Mixture Models
density.mixfitEM

The Density of Finite Mixture Models
mixfit

Finite Mixture Modeling for Raw Data and Binned Data
Stamp2

1872 Hidalgo Stamp Data (Binned)
plot.selectEM

Plot Method for Class selectEM
print.mixfitEM

Print Method for Class mixfitEM