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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
– The 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
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
Causal Interpretations of Black-Box Models
Q Zhao, T Hastie
– Journal of Business and Economic Statistics
(2019)
1
Multiple testing when many $p$-values are uniformly conservative, with application to testing qualitative interaction in educational interventions
Q Zhao, DS Small, W Su
– Journal of the American Statistical Association
(2019)
114,
1291
Improving the accuracy of two-sample summary-data Mendelian randomization: moving beyond the NOME assumption.
J Bowden, F Del Greco M, C Minelli, Q Zhao, DA Lawlor, NA Sheehan, J Thompson, G Davey Smith
– International journal of epidemiology
(2019)
48,
728
Two-Sample Instrumental Variable Analyses Using Heterogeneous Samples
Q Zhao, J Wang, W Spiller, J Bowden, DS Small
– Statistical Science
(2019)
34,
317
On Sensitivity Value of Pair-Matched Observational Studies
Q Zhao
– Journal of the American Statistical Association
(2019)
114,
713
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