2 papers
stat.ME2025
Bayesian analysis of nonlinear structured latent factor models using a Gaussian Process Prior
Yimang Zhang, Xiaorui Wang, Jian Qing Shi
Factor analysis models are widely utilized in social and behavioral sciences, such as psychology, education, and marketing, to measure unobservable latent traits. In this article,…
stat.ME2024
Wrapped Gaussian Process Functional Regression Model for Batch Data on Riemannian Manifolds
Jinzhao Liu, Chao Liu, Jian Qing Shi +1
Regression is an essential and fundamental methodology in statistical analysis. The majority of the literature focuses on linear and nonlinear regression in the context of the Eucl…