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mbest (version 0.6.1)

Moment-Based Estimation for Hierarchical Models

Description

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).

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Install

install.packages('mbest')

Monthly Downloads

895

Version

0.6.1

License

Apache License (== 2.0) | file LICENSE

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Maintainer

Ben Bolker

Last Published

April 24th, 2025

Functions in mbest (0.6.1)

mhglm_sim

Simulate response patterns
model.matrix.mhglm

Terms and Model Matrix
predict

Prediction
mbest-package

tools:::Rd_package_title("mbest")
effects

Mixed Effects
firthglm.fit

Fitting Generalized Linear Models with Firth's Bias Reduction
mhglm.control

Auxiliary for Controlling Moment Heirarchical GLM Fitting
mhglm

Fitting Moment Hierarchical Generalized Linear Models