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).

Package details

AuthorPatrick O. Perry [aut], Timothy Sweetser [ctb], Kyle Schmaus [ctb], Ningshan Zhang [aut, ctb], Ben Bolker [cre] (<https://orcid.org/0000-0002-2127-0443>)
MaintainerBen Bolker <bolker@mcmaster.ca>
LicenseApache License (== 2.0) | file LICENSE
Version0.6.1
URL https://github.com/patperry/r-mbest
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("mbest")

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mbest documentation built on June 8, 2025, 12:52 p.m.