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).


Parallel implementation of Moment-Based Estimation for Hierarchical Models (R Package)

News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("mbest")

0.6 by Patrick O. Perry, 9 months ago


https://github.com/patperry/r-mbest


Browse source code at https://github.com/cran/mbest


Authors: Patrick O. Perry [aut, cre] , Timothy Sweetser [ctb] , Kyle Schmaus [ctb] , Ningshan Zhang [aut, ctb]


Documentation:   PDF Manual  


Apache License (== 2.0) | file LICENSE license


Imports abind, bigmemory, foreach, lme4, logging

Depends on nlme

Suggests testthat


See at CRAN