Laboratory for latent variable modeling


Software

R package MCLL

Monte Carlo local likelihood estimation of complex models
Jeon, M., Kaufman, C. and Rabe-Hesketh, S. (2013)


Features:

Given posterior samples of model parameters, provide maximum likelihood estimates and standard errors for the model parameters. MCLL on CRAN


R function for profile likelihood

Jeon, M. and Rabe-Hesketh, S. (2012)


Features:

Estimate multilevel models with factor structures using a profile likelihood method implemented with R package lme4. R code: R_function_profilelikelihood.pdf