Publications by authors named "Yu-Zhu Tian"
Stat Methods Med Res
July 2024
Article Synopsis
- The article introduces a Bayesian method to estimate marginal conditional quantiles for multi-response longitudinal data using a multivariate mixed effects model.
- It utilizes the multivariate asymmetric Laplace distribution to build the model's likelihood, and applies penalization priors for effective Bayesian inference in high-dimensional settings.
- The method is validated through Monte Carlo simulations and is demonstrated with a longitudinal medical dataset related to primary biliary cirrhosis.
