randomLCA: Random Effects Latent Class Analysis
Version 1.0-11

Fits standard and random effects latent class models. The single level random effects model is described in Qu et al and the two level random effects model in Beath and Heller . Examples are given for their use in diagnostic testing.

AuthorKen Beath [aut, cre]
Date of publication2017-03-01 12:29:27
MaintainerKen Beath <ken.beath@mq.edu.au>
LicenseGPL (>= 2)
Version1.0-11
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("randomLCA")

Popular man pages

BIC: BIC for randomLCA object
dentistry: Dental X-ray data
logLik: log Likelikelihood for randomLCA object
myocardial: Myocardial Infarction (MI)
outcomeProbs: Extract outcome probabilities for randomLCA object
plot: Plot a randomLCA object
ranef: Extract random effects from a randomLCA object
See all...

All man pages Function index File listing

Man pages

AIC: AIC for randomLCA object
AIC3: AIC with 3 penalty for randomLCA object
BIC: BIC for randomLCA object
calcCond2Prob: Calculate Conditional Outcome Probabilities for 2 Level...
calcCondProb: Calculate Conditional Outcome Probabilities
calcMargProb: Calculates Marginal Outcome Probabilities
classProbs: Determines class probabilities for fitted model
dentistry: Dental X-ray data
fitted: fitted values
genderrole: Gender Role Opinion Items
hivtests: HIV testing data
logLik: log Likelikelihood for randomLCA object
myocardial: Myocardial Infarction (MI)
outcomeProbs: Extract outcome probabilities for randomLCA object
pap: Positive Action program implementation
plot: Plot a randomLCA object
postClassProbs: Determines posterior class probabilities for fitted model
print.randomLCA: print for randomLCA object
randomLCA: Fits a Latent Class Model including a Random Effect
ranef: Extract random effects from a randomLCA object
refit: Refit an randomLCA object
simulate: Simulate
summary.randomLCA: Summary for randomLCA object
symptoms: Symptoms data
uterinecarcinoma: Uterine Carcinoma Data

Functions

AIC.randomLCA Man page Source code
AIC3 Man page Source code
BIC.randomLCA Man page Source code
calcCond2Prob Man page
calcCondProb Man page
calcMargProb Man page
classProbs Man page Source code
dentistry Man page
fitAdaptRandom2 Source code
fitted.randomLCA Man page
format.perc Source code
genderrole Man page
hivtests Man page
logLik.randomLCA Man page Source code
make.args Source code
myocardial Man page
onAttach Source code
outcomeProbs Man page Source code
outcomeProbs.randomLCA Man page Source code
pap Man page
plot.randomLCA Man page
postClassProbs Man page Source code
print.outcomeProbs.randomLCA Source code
print.randomLCA Man page Source code
print.summary.randomLCA Source code
randomLCA Man page
ranef.randomLCA Man page
refit Man page
refit.randomLCA Man page
simulate.randomLCA Man page Source code
summary.randomLCA Man page Source code
symptoms Man page
uterinecarcinoma Man page

Files

inst
inst/NEWS
inst/doc
inst/doc/randomLCA-package.pdf
inst/doc/randomLCA-package.pdf.asis
src
src/lcemalgorith.c
src/bernoulliprobrandom2.c
src/bernoulliprob.c
src/bernoulliprobrandom.c
src/init.c
NAMESPACE
data
data/genderrole.rda
data/hivtests.rda
data/symptoms.RData
data/myocardial.rda
data/uterinecarcinoma.rda
data/dentistry.rda
data/pap.RData
R
R/normGaussHermite.R
R/randomLCA.R
R/calcMargProb.R
R/simulate.randomLCA.R
R/summary.randomLCA.R
R/calcCondProb.R
R/fitAdaptRandom.R
R/globals.R
R/postClassProbs.R
R/fitAdaptRandom2.R
R/plot.randomLCA.R
R/outcomeProbs.R
R/refit.randomLCA.R
R/ranef.randomLCA.R
R/bestlca.R
R/classProbs.R
R/misc.R
R/calcCond2Prob.R
R/fitted.randomLCA.R
R/fitFixed.R
vignettes
vignettes/randomLCA-package.pdf.asis
MD5
build
build/vignette.rds
DESCRIPTION
man
man/AIC.Rd
man/symptoms.Rd
man/myocardial.Rd
man/randomLCA.Rd
man/outcomeProbs.Rd
man/uterinecarcinoma.Rd
man/simulate.Rd
man/logLik.Rd
man/ranef.Rd
man/calcCondProb.Rd
man/calcMargProb.Rd
man/summary.randomLCA.Rd
man/calcCond2Prob.Rd
man/hivtests.Rd
man/refit.Rd
man/BIC.Rd
man/fitted.Rd
man/dentistry.Rd
man/postClassProbs.Rd
man/classProbs.Rd
man/pap.Rd
man/AIC3.Rd
man/plot.Rd
man/genderrole.Rd
man/print.randomLCA.Rd
randomLCA documentation built on May 19, 2017, 9:21 a.m.

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