mbest: Moment-Based Estimation for Hierarchical Models

Fast moment-based hierarchical model fitting. Implements methods from the papers "Fast Moment-Based Estimation for Hierarchical Models," by Perry (2017) and "Fitting a Deeply Nested Hierarchical Model to a Large Book Review Dataset Using a Moment-Based Estimator," by Zhang, Schmaus, and Perry (2018).

Version:	0.6.1
Depends:	nlme (≥ 3.1-124), R (≥ 3.3.0)
Imports:	abind, bigmemory, foreach, reformulas, logging
Suggests:	testthat, lme4
Published:	2025-04-24
DOI:	10.32614/CRAN.package.mbest
Author:	Patrick O. Perry [aut], Timothy Sweetser [ctb], Kyle Schmaus [ctb], Ningshan Zhang [aut, ctb], Ben Bolker [cre]
Maintainer:	Ben Bolker <bolker at mcmaster.ca>
License:	Apache License (== 2.0) | file LICENSE
URL:	https://github.com/patperry/r-mbest
NeedsCompilation:	yes
Citation:	mbest citation info
In views:	MixedModels
CRAN checks:	mbest results

Documentation:

Reference manual:

mbest.html , mbest.pdf

Downloads:

Package source:	mbest_0.6.1.tar.gz
Windows binaries:	r-devel: mbest_0.6.1.zip, r-release: mbest_0.6.1.zip, r-oldrel: mbest_0.6.1.zip
macOS binaries:	r-release (arm64): mbest_0.6.1.tgz, r-oldrel (arm64): mbest_0.6.1.tgz, r-release (x86_64): mbest_0.6.1.tgz, r-oldrel (x86_64): mbest_0.6.1.tgz
Old sources:	mbest archive

Reverse dependencies:

Reverse imports:	CytoGLMM
Reverse suggests:	skpr

Linking:

Please use the canonical form https://CRAN.R-project.org/package=mbest to link to this page.