mbest: Moment-Based Estimation for Hierarchical Models (original) (raw)
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).
| Version: | 0.6.1 |
|---|---|
| Depends: | nlme (≥ 3.1-124), R (≥ 3.3.0) |
| Imports: | abind, bigmemory, foreach, reformulas, logging |
| Suggests: | testthat, lme4 |
| Published: | 2025-04-24 |
| DOI: | 10.32614/CRAN.package.mbest |
| Author: | Patrick O. Perry [aut], Timothy Sweetser [ctb], Kyle Schmaus [ctb], Ningshan Zhang [aut, ctb], Ben Bolker  [cre] |
| Maintainer: | Ben Bolker |
| License: | Apache License (== 2.0) | file |
| URL: | https://github.com/patperry/r-mbest |
| NeedsCompilation: | yes |
| Citation: | mbest citation info |
| In views: | MixedModels |
| CRAN checks: | mbest results |
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