Professor Qingyuan Zhao

University Lecturer in Statistics.

Research Interest: Causal Inference, Methodology for Large-Scale Problems, Applications in Genetics, Epidemiology, and Social Sciences.

Publications

Estimation and prediction in sparse and unbalanced tables

Q Zhao, T Hastie, D Pregibon

(2017)

Entropy Balancing is Doubly Robust

Q Zhao, D Percival

– Journal of Causal Inference

(2016)

20160010

SEISMIC

Q Zhao, MA Erdogdu, HY He, A Rajaraman, J Leskovec

– Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

(2015)

1513

Confounder Selection via Iterative Graph Expansion

G Richard, Q Zhao

– Annals of Statistics

Optimization-based Sensitivity Analysis for Unmeasured Confounding using Partial Correlations

T Freidling, Q Zhao

– Journal of Computational And Graphical Statistics (JCGS)