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stat.ME2025
Microbial correlation: a semi-parametric model for investigating microbial co-metabolism
Haoran Shi, Yue Wang, Dan Cheng
The gut microbiome plays a crucial role in human health, yet the mechanisms underlying host-microbiome interactions remain unclear, limiting its translational potential. Recent mic…
stat.ME2024
Direct estimation and inference of higher-level correlations from lower-level measurements with applications in gene-pathway and proteomics studies
Yue Wang, Haoran Shi
This paper tackles the challenge of estimating correlations between higher-level biological variables (e.g., proteins and gene pathways) when only lower-level measurements are dire…