Yanyi Song

Application of an analytical framework for multivariate mediation analysis of environmental data

Max T. Aung, Yanyi Song, Kelly K. Ferguson et al. · Nature Communications · 2020 · 76 citations · Full text

Pharmacy, Maternal Health, Toxicology +17

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

Yanyi Song, Xiang Zhou, Min Zhang et al. · Biometrics · 2019 · 71 citations · Full text

Public Health, Bioinformatics, Biostatistics +13

Bayesian Sparse Mediation Analysis with Targeted Penalization of Natural Indirect Effects

Yanyi Song, Xiang Zhou, Jian Kang et al. · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2021 · 21 citations · Full text

Public Health, Biostatistics, Bayesian Biostatistics +13

DNA Methylation Mediates the Association Between Individual and Neighborhood Social Disadvantage and Cardiovascular Risk Factors

Yi-Zhe Wang, Wei Zhao, Farah Ammous et al. · Frontiers in Cardiovascular Medicine · 2022 · 18 citations · Full text

Public Health, Genetics, Population Health Sciences +17

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

Yanyi Song, Xiang Zhou, Jian Kang et al. · Statistics in Medicine · 2021 · 16 citations · Full text

Public Health, Biostatistics, Bayesian Biostatistics +14