glmm: Generalized Linear Mixed Models via Monte Carlo Likelihood Approximation

Approximates the likelihood of a generalized linear mixed model using Monte Carlo likelihood approximation. Then maximizes the likelihood approximation to return maximum likelihood estimates, observed Fisher information, and other model information.

Install the latest version of this package by entering the following in R:
install.packages("glmm")
AuthorChristina Knudson
Date of publication2016-08-18 00:27:59
MaintainerChristina Knudson <christina@umn.edu>
LicenseGPL-2
Version1.1.1

View on CRAN

Files

inst
inst/doc
inst/doc/intro.R
inst/doc/intro.pdf
inst/doc/intro.Rnw
tests
tests/elTest.Rout.save
tests/familiesFiniteDiffs.Rout.save
tests/basicBHtest.Rout.save
tests/matvecmult.R tests/testpiecesBH.R tests/familiesFiniteDiffs.R
tests/binomfamtest.Rout.save
tests/BinBerTest.R tests/families.R
tests/BinBerTest.Rout.save
tests/distRandtests.Rout.save
tests/binomfamtest.R
tests/families.Rout.save
tests/mcseTest.R tests/distRandtests.R tests/elTest.R
tests/cfamilies.Rout.save
tests/matvecmult.Rout.save
tests/basicBHtest.R tests/testt.R
tests/mcseTest.Rout.save
tests/salamFiniteDiffs.R
tests/objfunTest.Rout.save
tests/testpiecesBH.Rout.save
tests/testt.Rout.save
tests/salamFiniteDiffs.Rout.save
tests/objfunTest.R tests/cfamilies.R
src
src/Makevars
src/cum3.c
src/mcse.c
src/cpp3.c
src/elGH.c
src/elval.c
src/elc.c
src/objfunc.c
src/m.c
src/i.c
src/distRand.c
src/cp3.c
src/distRand3c.c
src/myheader.h
src/t.c
NAMESPACE
data
data/salamander.rda
data/bacteria.rda
data/cbpp2.rda
data/BoothHobert.rda
data/Booth2.rda
data/murder.rda
R
R/mcse.R R/pql.R R/objfun.R R/getFamily.R R/getEk.R R/i.R R/glmm.R R/genRand.R R/m.R R/addMats.R R/summary.mcla.R R/distRand.R
vignettes
vignettes/brref.bib
vignettes/intro.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
man
man/cbpp2.Rd man/murder.Rd man/bernoulli.glmm.Rd man/bacteria.Rd man/BoothHobert.Rd man/binomial.glmm.Rd man/glmm.Rd man/summary.glmm.Rd man/se.Rd man/mcse.Rd man/poisson.glmm.Rd man/Booth2.Rd man/varcomps.glmm.Rd man/mcvcov.Rd man/vcov.glmm.Rd man/confint.glmm.Rd man/coef.glmm.Rd man/salamander.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.