skip to content

Faculty of Mathematics

 

University Lecturer in Statistics.

 

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

Publications

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
A Latent Mixture Model for Heterogeneous Causal Mechanisms in Mendelian Randomization
D Iong, Q Zhao, Y Chen
(2020)
Selecting and Ranking Individualized Treatment Rules With Unmeasured Confounding
B Zhang, J Weiss, DS Small, Q Zhao
– Journal of the American Statistical Association
(2020)
116,
295
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
– J Bus Econ Stat
(2019)
2019,
272
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
Comment: Will Competition-Winning Methods for Causal Inference Also Succeed in Practice?
Q Zhao, LJ Keele, DS Small
– Statistical Science
(2019)
34,
72
Falsification Tests for Instrumental Variable Designs With an Application to Tendency to Operate
L Keele, Q Zhao, RR Kelz, D Small
– Medical care
(2019)
57,
167
Permutation $p$-value approximation via generalized Stolarsky invariance
HY He, K Basu, Q Zhao, AB Owen
– The Annals of Statistics
(2019)
47,
583
  • <
  • 4 of 6
  • >

Research Groups

Statistical Laboratory
Statistics

Room

D1.01

Telephone

01223 337995