Jang, Woosung; Wang, Huixia Judy - In: Computational Statistics & Data Analysis 84 (2015) C, pp. 99-115
Based on a semiparametric Bayesian framework, a joint-quantile regression method is developed for analyzing clustered data, where random effects are included to accommodate the intra-cluster dependence. Instead of posing any parametric distributional assumptions on the random errors, the...