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Description

Finite Mixture Modeling for Raw and Binned Data.

Performs maximum likelihood estimation for finite mixture models for families including Normal, Weibull, Gamma and Lognormal by using EM algorithm, together with Newton-Raphson algorithm or bisection method when necessary. It also conducts mixture model selection by using information criteria or bootstrap likelihood ratio test. The data used for mixture model fitting can be raw data or binned data. The model fitting process is accelerated by using R package 'Rcpp'.

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 the vignette.

Metadata

Version

0.2.0

License

Unknown

Platforms (75)

    Darwin
    FreeBSD
    Genode
    GHCJS
    Linux
    MMIXware
    NetBSD
    none
    OpenBSD
    Redox
    Solaris
    WASI
    Windows
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