mbest-package: Moment-Based Estimation for Hierarchical Models

In mbest: 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).

Details

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Basic usage is to call mhglm.

References

P. O. Perry (2017) "Fast moment-based estimation for hierarchical models."

N. Zhang, K. Schmaus, and P. O. Perry (2018) "Fitting deeply-nested hierarchical models to a large book review dataset using moment-based estimators."

See Also

mhglm, fixef.mhglm, ranef.mhglm, VarCorr.mhglm, predict.mhglm.

mbest documentation built on May 2, 2019, 2:14 p.m.