Latent variable modeling, Bayesian spatial and spatio-temporal analysis, Bayesian parametric and nonparametric regression models, statistical computing, advanced Markov chain Monte Carlo methods, infectious disease modeling/forecasting, Group testing data analysis, pooled biomarker modeling, and biostatistical and epidemiological applications.