2 papers
stat.ME2025
Stratified Bootstrap Test Package
Ehsan Mohammadi, Fanghua Chen, Yizhou Cai +3
The Stratified Bootstrap Test (SBT) provides a nonparametric, resampling-based framework for assessing the stability of group-specific ranking patterns in multivariate survey or ra…
math.ST2025
Maximum Ideal Likelihood Estimation: A Unified Inference Framework for Latent Variable Models
Yizhou Cai, Ting Fung Ma
This paper develops a unified estimation framework, the Maximum Ideal Likelihood Estimation (MILE), for general parametric models with latent variables. Unlike traditional approach…