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stat.ME2026
TRACE: Adaptive Credibility Reweighting for Robust Bayesian Model Selection with Source Summary Statistics
Pengfei Chen, Yuehan Yang, Lucy Klinger +1
This study focuses on regression estimation and variable selection based on target data, while incorporating information from coefficient estimates obtained in related studies. A w…
stat.ME2024
Non-zero block selector: A linear correlation coefficient measure for blocking-selection models
Weixiong Liang, Yuehan Yang
Multiple-group data is widely used in genomic studies, finance, and social science. This study investigates a block structure that consists of covariate and response groups. It exa…
stat.ME2023
An iterative algorithm for high-dimensional linear models with both sparse and non-sparse structures
Shun Yu, Yuehan Yang
Numerous practical medical problems often involve data that possess a combination of both sparse and non-sparse structures. Traditional penalized regularizations techniques, primar…