mbest v0.6

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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).

Functions in mbest

Name Description
effects Mixed Effects
firthglm.fit Fitting Generalized Linear Models with Firth's Bias Reduction
mhglm.control Auxiliary for Controlling Moment Heirarchical GLM Fitting
mhglm_sim Simulate response patterns
model.matrix.mhglm Terms and Model Matrix
mbest-package mbest
predict Prediction
mhglm Fitting Moment Hierarchical Generalized Linear Models
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Details

Date 2018-05-24
LazyData Yes
License Apache License (== 2.0) | file LICENSE
URL https://github.com/patperry/r-mbest
Encoding UTF-8
NeedsCompilation yes
Packaged 2018-05-24 20:52:57 UTC; ptrck
Repository CRAN
Date/Publication 2018-05-25 07:26:56 UTC

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