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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

Letter to the editor: Generation interval for COVID-19 based on symptom onset data.
S Bacallado, Q Zhao, N Ju
– Eurosurveillance
(2020)
25,
2001381
Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score
Q Zhao, J Wang, G Hemani, J Bowden, DS Small
– Annals of Statistics
(2020)
48,
1742
Selecting and Ranking Individualized Treatment Rules With Unmeasured Confounding
B Zhang, J Weiss, DS Small, Q Zhao
– Journal of the American Statistical Association
(2020)
1
Powerful three-sample genome-wide design and robust statistical inference in summary-data Mendelian randomization.
Q Zhao, Y Chen, J Wang, DS Small
– International Journal of Epidemiology
(2019)
48,
1478
Causal Interpretations of Black-Box Models
Q Zhao, T Hastie
– Journal of Business and Economic Statistics
(2019)
2019,
1
Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap
Q Zhao, DS Small, BB Bhattacharya
– Journal of the Royal Statistical Society Series B (Statistical Methodology)
(2019)
81,
735
Two-Sample Instrumental Variable Analyses Using Heterogeneous Samples
Q Zhao, J Wang, W Spiller, J Bowden, DS Small
– Statistical Science
(2019)
34,
317
Covariate balancing propensity score by tailored loss functions
Q Zhao
– The Annals of Statistics
(2019)
47,
965
Comment: Will Competition-Winning Methods for Causal Inference Also Succeed in Practice?
Q Zhao, LJ Keele, DS Small
– Statistical Science
(2019)
34,
72
Permutation $p$-value approximation via generalized Stolarsky invariance
HY He, K Basu, Q Zhao, AB Owen
– The Annals of Statistics
(2019)
47,
583
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