mbest: Moment-Based Estimation for Hierarchical Models

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Implements methods from the paper "Fast Moment-Based Estimation for Hierarchical Models," by Perry (2016).

Author
Patrick O. Perry [aut, cre], Timothy Sweetser [ctb]
Date of publication
2016-03-08 06:22:53
Maintainer
Patrick O. Perry <pperry@stern.nyu.edu>
License
Apache License (== 2.0) | file LICENSE
Version
0.5
URLs

View on CRAN

Man pages

effects
Mixed Effects
firthglm.fit
Fitting Generalized Linear Models with Firth's Bias Reduction
mbest-package
Fast Moment-Based Estimation for Hierarchical Models
mhglm
Fitting Moment Hierarchical Generalized Linear Models
mhglm.control
Auxiliary for Controlling Moment Heirarchical GLM Fitting
model.matrix.mhglm
Terms and Model Matrix
predict
Prediction

Files in this package

mbest
mbest/inst
mbest/inst/CITATION
mbest/tests
mbest/tests/testthat
mbest/tests/testthat/firth-binomial4.rds
mbest/tests/testthat/firth-binomial8.rds
mbest/tests/testthat/firth-binomial1.rds
mbest/tests/testthat/firth-binomial7.rds
mbest/tests/testthat/test-firthglm-fit.R
mbest/tests/testthat/firth-binomial5.rds
mbest/tests/testthat/firth-binomial2.rds
mbest/tests/testthat/firth-binomial9.rds
mbest/tests/testthat/test-mhglm.R
mbest/tests/testthat/firth-binomial6.rds
mbest/tests/testthat/firth-binomial10.rds
mbest/tests/testthat/firth-binomial3.rds
mbest/tests/testthat/test-linesearch.R
mbest/tests/test-all.R
mbest/src
mbest/src/group_subsets.c
mbest/src/rmbest.h
mbest/src/init.c
mbest/NAMESPACE
mbest/R
mbest/R/ebayes.est.R
mbest/R/firthglm.fit.R
mbest/R/firthglm.family.R
mbest/R/rdglm.fit.R
mbest/R/mhglm.R
mbest/R/moment.est.R
mbest/R/blindsearch.R
mbest/R/mhglm.fit.R
mbest/R/backtrack.R
mbest/R/dispersion.pooled.R
mbest/R/linesearch.R
mbest/R/linalg.R
mbest/R/rdglm.group.fit.R
mbest/README.md
mbest/MD5
mbest/DESCRIPTION
mbest/man
mbest/man/mbest-package.Rd
mbest/man/predict.Rd
mbest/man/mhglm.control.Rd
mbest/man/effects.Rd
mbest/man/mhglm.Rd
mbest/man/firthglm.fit.Rd
mbest/man/model.matrix.mhglm.Rd
mbest/LICENSE