msim: This package implements the method of simulated moments for the GLMM logit mixed model as described in Jiang's (1998) article, Consistent Estimators in Generalized Linear Mixed Models.

The package contains 5 functions. Currently, it is able to implement a specific version of Jiang's (1998) paper using solvers provided by the packages nleqslv and rootSolve.

Author
Lindsey Dietz
Date of publication
2013-12-04 20:31:58
Maintainer
Lindsey Dietz <diet0146@umn.edu>
License
GPL-2
Version
1.0

View on R-Forge

Man pages

boot.msm
Bootstrap Correction for Method of Simulated Moments
inv.logit
Inverse Logit Function
msim-package
Computes the Method of Simulated Moments
msm
Method of Simulated Moments
sim.data.fun
Simulate Data from logistic mixed model or poisson-normal...
solver.sim
Solver for Method of Simulated Moments

Files in this package

msim/DESCRIPTION
msim/NAMESPACE
msim/R
msim/R/boot.msm.R
msim/R/inv.logit.R
msim/R/msm.R
msim/R/sim.data.fun.R
msim/R/solver.sim.R
msim/build
msim/build/vignette.rds
msim/inst
msim/inst/doc
msim/inst/doc/msim_design_8054_Dietz_v3.pdf
msim/inst/doc/msim_design_8054_Dietz_v3.rnw
msim/man
msim/man/boot.msm.Rd
msim/man/inv.logit.Rd
msim/man/msim-package.Rd
msim/man/msm.Rd
msim/man/sim.data.fun.Rd
msim/man/solver.sim.Rd
msim/vignettes
msim/vignettes/msim_design_8054_Dietz_v3.rnw
msim/vignettes/msim_design_8054_Dietz_v3.tex
msim/vignettes/msim_vignette.Rnw
msim/vignettes/msim_vignette.tex