CRAN/E | bmemLavaan

bmemLavaan

Mediation Analysis with Missing Data and Non-Normal Data

Installation

About

Methods for mediation analysis with missing data and non-normal data are implemented. For missing data, four methods are available: Listwise deletion, Pairwise deletion, Multiple imputation, and Two Stage Maximum Likelihood algorithm. For MI and TS-ML, auxiliary variables can be included to handle missing data. For handling non-normal data, bootstrap and two-stage robust methods can be used. Technical details of the methods can be found in Zhang and Wang (2013, doi:10.1007/s11336-012-9301-5), Zhang (2014, doi:10.3758/s13428-013-0424-0), and Yuan and Zhang (2012, doi:10.1007/s11336-012-9282-4).

bigdatalab.nd.edu

Key Metrics

Version 0.5
R ≥ 3.5.0
Published 2022-05-28 670 days ago
Needs compilation? no
License GPL-2
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Maintainer

Maintainer

Zhiyong Zhang

johnnyzhz@gmail.com

Authors

Shuigen Ming

aut

Hong Zhang

aut

Zhiyong Zhang

aut / cre

Lijuan Wang

aut

Material

Reference manual
Package source

Vignettes

R package: bmemLavaan vignette

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

bmemLavaan archive

Depends

R ≥ 3.5.0
Amelia
MASS
snowfall
rsem

Imports

lavaan
sem

Suggests

R.rsp