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)


Reference manual

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0.6 by Patrick O. Perry, 4 years ago

Browse source code at

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