Package: mbest 0.6
mbest: 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).
Authors:
mbest_0.6.tar.gz
mbest_0.6.zip(r-4.5)mbest_0.6.zip(r-4.4)mbest_0.6.zip(r-4.3)
mbest_0.6.tgz(r-4.4-x86_64)mbest_0.6.tgz(r-4.4-arm64)mbest_0.6.tgz(r-4.3-x86_64)mbest_0.6.tgz(r-4.3-arm64)
mbest_0.6.tar.gz(r-4.5-noble)mbest_0.6.tar.gz(r-4.4-noble)
mbest_0.6.tgz(r-4.4-emscripten)mbest_0.6.tgz(r-4.3-emscripten)
mbest.pdf |mbest.html✨
mbest/json (API)
| # Install 'mbest' in R: |
| install.packages('mbest', repos = c('https://patperry.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/patperry/r-mbest/issues
Last updated 6 years agofrom:a4414178b7. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 07 2024 |
| R-4.5-win-x86_64 | NOTE | Nov 07 2024 |
| R-4.5-linux-x86_64 | NOTE | Nov 07 2024 |
| R-4.4-win-x86_64 | NOTE | Nov 07 2024 |
| R-4.4-mac-x86_64 | NOTE | Nov 07 2024 |
| R-4.4-mac-aarch64 | NOTE | Nov 07 2024 |
| R-4.3-win-x86_64 | NOTE | Nov 07 2024 |
| R-4.3-mac-x86_64 | NOTE | Nov 07 2024 |
| R-4.3-mac-aarch64 | NOTE | Nov 07 2024 |
Exports:firthglm.controlfirthglm.fitfixef.mhglmfixef.mhglm_mlmhglmmhglm_mlmhglm_simmhglm.controlmhglm.fitranef.mhglmranef.mhglm_mlsigma.mhglmsigma.mhglm_mlVarCorr.mhglmVarCorr.mhglm_ml
Dependencies:abindBHbigmemorybigmemory.sribootcodetoolsforeachiteratorslatticelme4loggingMASSMatrixminqanlmenloptrRcppRcppEigenuuid
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Moment-Based Estimation for Hierarchical Models | mbest-package mbest |
| Mixed Effects | fixef fixef.mhglm fixef.mhglm_ml ranef ranef.mhglm ranef.mhglm_ml VarCorr VarCorr.mhglm VarCorr.mhglm_ml vcov.mhglm vcov.mhglm_ml |
| Fitting Generalized Linear Models with Firth's Bias Reduction | firthglm.control firthglm.fit |
| Fitting Moment Hierarchical Generalized Linear Models | mhglm mhglm.fit mhglm_ml mhglm_ml.fit |
| Simulate response patterns | mhglm_sim |
| Auxiliary for Controlling Moment Heirarchical GLM Fitting | mhglm.control mhglm_ml.control |
| Terms and Model Matrix | model.matrix.mhglm model.matrix.mhglm_ml terms.mhglm terms.mhglm_ml |
| Prediction | predict.mhglm predict.mhglm_ml sigma sigma.mhglm sigma.mhglm_ml |
