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fmerPack (version 0.0-1)

Tools of Heterogeneity Pursuit via Finite Mixture Effects Model

Description

Heterogeneity pursuit methodologies for regularized finite mixture regression by effects-model formulation proposed by Li et al. (2021) .

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Version

Install

install.packages('fmerPack')

Monthly Downloads

54

Version

0.0-1

License

GPL (>= 3.0)

Maintainer

Yan Li

Last Published

February 1st, 2021

Functions in fmerPack (0.0-1)

fmrReg

Finite Mixture Model with lasso and adaptive penalty
path.fmrReg

Finite Mixture Model with lasso and adaptive penalty
path.fmrHP

Finite Mixture Effects Model with Heterogeneity Pursuit
select.tuning

Tuning paramater selection
fmrHP

Finite Mixture Effects Model with Heterogeneity Pursuit