Qingyuan Zhao

Mendelian randomization

Eleanor Sanderson, M. Maria Glymour, Michael V. Holmes et al. · Nature Reviews Methods Primers · 2022 · 2K citations · Full text

Improving the accuracy of two-sample summary-data Mendelian randomization: moving beyond the NOME assumption

Jack Bowden, Fabiola Del Greco M, Cosetta Minelli et al. · International Journal of Epidemiology · 2018 · 991 citations · Full text

Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score

Qingyuan Zhao, Jingshu Wang, Gibran Hemani et al. · The Annals of Statistics · 2020 · 772 citations · Full text

Genetics, Genetic Epidemiology, Profile Score +17

Causal Interpretations of Black-Box Models

Qingyuan Zhao, Trevor Hastie · Journal of Business and Economic Statistics · 2019 · 430 citations · Full text

Engineering, Machine Learning, Causal Relation Extraction +16

Entropy Balancing is Doubly Robust

Qingyuan Zhao, Daniel Percival · Journal of Causal Inference · 2016 · 362 citations · Full text

Mathematical Programming, Engineering, Treatment Effect +21