Moment-Based Estimation for Hierarchical Models
Mixed Effects
Fitting Generalized Linear Models with Firth's Bias Reduction
tools:::Rd_package_title("mbest")
Auxiliary for Controlling Moment Heirarchical GLM Fitting
Fitting Moment Hierarchical Generalized Linear Models
Simulate response patterns
Terms and Model Matrix
Prediction
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).