3 papers
stat.ME2025
Learning Heterogeneous Ordinal Graphical Models via Bayesian Nonparametric Clustering
Wang Wen, Ziqi Chen, Guanyu Hu
Graphical models are powerful tools for capturing conditional dependence structures in complex systems but remain underexplored in analyzing ordinal data, especially in sports anal…
stat.AP2025
Time-Varying Home Field Advantage in Football: Learning from a Non-Stationary Causal Process
Minhao Qi, Hengrui Cai, Guanyu Hu +1
In sports analytics, home field advantage is a robust phenomenon where the home team wins more games than the away team. However, discovering the causal factors behind home field a…
stat.ME2024
Generalized Bayesian nonparametric clustering framework for high-dimensional spatial omics data
Bencong Zhu, Guanyu Hu, Xiaodan Fan +1
The advent of next-generation sequencing-based spatially resolved transcriptomics (SRT) techniques has transformed genomic research by enabling high-throughput gene expression prof…