Yanyi Song

Efficient and effective control of confounding in eQTL mapping studies through joint differential expression and Mendelian randomization analyses

Qinke Peng, Fan Yue, Huanhuan Zhu, 2020, Bioinform..

Bayesian shrinkage estimation of high dimensional causal mediation effects in omics studies.

Bhramar Mukherjee, Yanyi Song, Xiang Zhou, 2019, Biometrics.

Bayesian hierarchical models for high‐dimensional mediation analysis with coordinated selection of correlated mediators

Xiang Zhou, Min Zhang, Jian Kang, 2020, Statistics in medicine.

High Dimensional Bayesian Mediation Analysis [R package bama version 1.0.1]

Yanyi Song, Alexander Rix, 2020 .

Bayesian sparse mediation analysis with targeted penalization of natural indirect effects

Min Zhang, Wei Zhao, Jian Kang, 2020, Journal of the Royal Statistical Society. Series C, Applied statistics.

Bayesian Shrinkage Estimation of High Dimensional Causal Mediation Effects in Omics Studies

Min Zhang, Yanyi Song, Xiang Zhou, 2018, bioRxiv.