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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 ORCID iD [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.pdf

Downloads:

Package source: mbest_0.6.1.tar.gz
Windows binaries: r-devel: not available, 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 suggests: skpr

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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