randomLCA: Random Effects Latent Class Analysis

Share:

Fits standard and random effects latent class models. The single level random effects model is described in Qu et al <doi:10.2307/2533043> and the two level random effects model in Beath and Heller <doi:10.1177/1471082X0800900302>. Examples are given for their use in diagnostic testing.

Author
Ken Beath [aut, cre]
Date of publication
2016-12-05 18:28:48
Maintainer
Ken Beath <ken.beath@mq.edu.au>
License
GPL (>= 2)
Version
1.0-10

View on CRAN

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

Files in this package

randomLCA
randomLCA/inst
randomLCA/inst/NEWS
randomLCA/inst/doc
randomLCA/inst/doc/randomLCA-example.Rnw
randomLCA/inst/doc/randomLCA-example.pdf
randomLCA/src
randomLCA/src/lcemalgorith.c
randomLCA/src/bernoulliprobrandom2.c
randomLCA/src/bernoulliprob.c
randomLCA/src/bernoulliprobrandom.c
randomLCA/NAMESPACE
randomLCA/data
randomLCA/data/genderrole.rda
randomLCA/data/hivtests.rda
randomLCA/data/symptoms.RData
randomLCA/data/myocardial.rda
randomLCA/data/uterinecarcinoma.rda
randomLCA/data/dentistry.rda
randomLCA/data/pap.RData
randomLCA/R
randomLCA/R/normGaussHermite.R
randomLCA/R/randomLCA.R
randomLCA/R/calcMargProb.R
randomLCA/R/simulate.randomLCA.R
randomLCA/R/summary.randomLCA.R
randomLCA/R/calcCondProb.R
randomLCA/R/fitAdaptRandom.R
randomLCA/R/globals.R
randomLCA/R/postClassProbs.R
randomLCA/R/fitAdaptRandom2.R
randomLCA/R/plot.randomLCA.R
randomLCA/R/outcomeProbs.R
randomLCA/R/refit.randomLCA.R
randomLCA/R/ranef.randomLCA.R
randomLCA/R/bestlca.R
randomLCA/R/classProbs.R
randomLCA/R/misc.R
randomLCA/R/calcCond2Prob.R
randomLCA/R/fitted.randomLCA.R
randomLCA/R/fitFixed.R
randomLCA/vignettes
randomLCA/vignettes/randomLCA-example-015.pdf
randomLCA/vignettes/randomLCA-example-022.pdf
randomLCA/vignettes/randomLCA-exampleTex.tex
randomLCA/vignettes/randomLCA-example.Rnw
randomLCA/vignettes/randomLCA-example-010.pdf
randomLCA/vignettes/randomLCA.bib
randomLCA/vignettes/randomLCA-example-014.pdf
randomLCA/vignettes/randomLCA-example-026.pdf
randomLCA/MD5
randomLCA/build
randomLCA/build/vignette.rds
randomLCA/DESCRIPTION
randomLCA/man
randomLCA/man/AIC.Rd
randomLCA/man/symptoms.Rd
randomLCA/man/myocardial.Rd
randomLCA/man/randomLCA.Rd
randomLCA/man/outcomeProbs.Rd
randomLCA/man/uterinecarcinoma.Rd
randomLCA/man/simulate.Rd
randomLCA/man/logLik.Rd
randomLCA/man/ranef.Rd
randomLCA/man/calcCondProb.Rd
randomLCA/man/calcMargProb.Rd
randomLCA/man/summary.randomLCA.Rd
randomLCA/man/calcCond2Prob.Rd
randomLCA/man/hivtests.Rd
randomLCA/man/refit.Rd
randomLCA/man/BIC.Rd
randomLCA/man/fitted.Rd
randomLCA/man/dentistry.Rd
randomLCA/man/postClassProbs.Rd
randomLCA/man/classProbs.Rd
randomLCA/man/pap.Rd
randomLCA/man/AIC3.Rd
randomLCA/man/plot.Rd
randomLCA/man/genderrole.Rd
randomLCA/man/print.randomLCA.Rd