CRAN/E | Rdta

Rdta

Data Transforming Augmentation for Linear Mixed Models

Installation

About

We provide a toolbox to fit univariate and multivariate linear mixed models via data transforming augmentation. Users can also fit these models via typical data augmentation for a comparison. It returns either maximum likelihood estimates of unknown model parameters (hyper-parameters) via an EM algorithm or posterior samples of those parameters via MCMC. Also see Tak et al. (2019) doi:10.1080/10618600.2019.1704295.

Key Metrics

Version 1.0.1
R ≥ 2.2.0
Published 2024-01-27 142 days ago
Needs compilation? no
License GPL-2
CRAN checks Rdta results

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Maintainer

Maintainer

Hyungsuk Tak

Authors

Hyungsuk Tak
Kisung You
Sujit K. Ghosh
Bingyue Su

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

Rdta archive

Depends

R ≥ 2.2.0

Imports

MCMCpack ≥ 1.4-4
mvtnorm ≥ 1.0-11
Rdpack
stats