Assessing the Impact of Precision Parameter Prior in Bayesian Non-parametric Growth Curve Modeling

Bayesian non-parametric (BNP) modeling has been developed and proven to be a powerful tool to analyze messy data with complex structures. Despite the increasing popularity of BNP modeling, it also faces challenges. One challenge is the estimation of the precision parameter in the Dirichlet process m...

Full description

Bibliographic Details
Main Authors: Xin Tong, Zijun Ke
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2021.624588/full