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Department of Pure Mathematics and Mathematical Statistics

University Lecturer in Statistics.

 

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

Publications

Permutation $p$-value approximation via generalized Stolarsky invariance
HY He, K Basu, Q Zhao, AB Owen
– The Annals of Statistics
(2019)
47,
583
Defining Multimorbidity in Older Surgical Patients.
JH Silber, JG Reiter, PR Rosenbaum, Q Zhao, DS Small, BA Niknam, AS Hill, LL Hochman, RR Kelz, LA Fleisher
– Medical Care
(2018)
56,
701
Cross-Screening in Observational Studies That Test Many Hypotheses
Q Zhao, DS Small, PR Rosenbaum
– Journal of the American Statistical Association
(2018)
113,
1070
Graphical Diagnosis of Confounding Bias in Instrumental Variable Analysis.
Q Zhao, DS Small
– Epidemiology
(2018)
29,
e29
Confounder adjustment in multiple hypothesis testing
J Wang, Q Zhao, T Hastie, AB Owen
– Annals of statistics
(2017)
45,
1863
Entropy Balancing is Doubly Robust
Q Zhao, D Percival
– Journal of Causal Inference
(2017)
5,
20160010
SEISMIC: A Self-Exciting Point Process Model for Predicting Tweet Popularity
Q Zhao, MA Erdogdu, HY He, A Rajaraman, J Leskovec
– Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15
(2015)
1513
Estimation and prediction in sparse and unbalanced tables
Q Zhao, T Hastie, D Pregibon
Powerful genome-wide design and robust statistical inference in two-sample summary-data Mendelian randomization
Q Zhao, Y Chen, J Wang, DS Small
Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score
Q Zhao, J Wang, G Hemani, J Bowden, DS Small
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