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 | |
| No Results! | ||
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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 |
| imports | abind , bigmemory , foreach , lme4 , logging |
| depends | nlme (>= 3.1-124) |
| suggests | testthat |
| Contributors | Timothy Sweetser, Kyle Schmaus, Ningshan Zhang |
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