Bayesian Latent Variable Models

Documentation for package ‘blatent’ version 0.1.1

blatent	blatent: A package for estimating Bayesian latent variable models.
blatentControl	blatent estimation specifications
blatentEstimate	Use blatent to estimate a Bayesian latent variable model. Currently supports estimation of the LCDM (Loglinar Cognitive Diagnosis Model).
blatentPPMC	blatentPPMC
blatentSimulate	Simulates data using blatent syntax and simulated parameters input
blatentSyntax	Syntax specifications for blatent
calculateDIC	calculateDIC
calculateWAIC	calculateWAIC
createParameterVector	Creates named numeric vector with parameter names for analysis specified by modelText
latent	Declares latent variables in a blatent model
observed	Declares observed variables in a blatent model
setDefaultInitializeParameters	Sets the distribution parameters for initializing all parameters
setDefaultPriors	Sets the prior distribution parameters for all parameters not named in priorsList
setDefaultSimulatedParameters	Creates simulation specifications for simulating data in blatent
setPosteriorPredictiveCheckOptions	Posterior Predictive Model Checking Options