Publications

(2022). Mendelian randomization. Nature Reviews Methods Primers.

PDF Project DOI

(2021). Small Data, Big Time—A retrospect of the first weeks of COVID-19. Journal of the Royal Statistical Society (Series A, Statistics in Society).

PDF Project

(2020). Toward Better Practice of Covariate Adjustment in Analyzing Randomized Clinical Trials. Journal of the American Statistical Association (in press).

PDF Code DOI

(2020). A note on post-treatment selection in studying racial discrimination in policing. American Political Science Review (in press).

PDF DOI

(2020). Mendelian randomization with coarsened exposures. Genetic Epidemiology (2021).

PDF Project DOI

(2020). Causal inference for heritable phenotypic risk factors using heterogeneous genetic instruments.. PLOS Genetics (2021).

PDF Code Project DOI

(2019). Sample-constrained partial identification with application to selection bias. Biometrika.

PDF Code DOI

(2019). A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease. eLife.

Code Project DOI

(2019). Selecting and ranking individualized treatment rules with unmeasured confounding. Journal of the American Statistical Association (2020+).

PDF Slides DOI

(2018). Improving the accuracy of two-sample summary data Mendelian randomization: moving beyond the NOME assumption. International Journal of Epidemiology (2019).

PDF Project DOI

(2017). Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. Journal of the Royal Statistical Society (Series B) (2019).

PDF Code Slides DOI

(2017). Two-sample instrumental variable analyses using heterogeneous samples. Statistical Science (2019).

PDF Code Project Slides DOI

(2017). Selective inference for effect modification via the lasso. Journal of the Royal Statistical Society: Series B (Statistical Methodology).

PDF Slides DOI

(2017). Multiple testing when many $p$-values are uniformly conservative. Journal of the American Statistical Association (2019).

PDF DOI

(2017). Cross-screening in observational studies that test many hypotheses. Journal of the American Statistical Association (2018).

PDF Code Dataset DOI

(2017). On sensitivity value of pair-matched observational studies. Journal of the American Statistical Association (2019).

PDF Slides DOI

(2016). Causal interpretations of black-box models. Journal of Business & Economic Statistics (2019).

PDF Code Slides DOI

(2016). Comment on 'Causal inference using invariant prediction'. Journal of the Royal Statistical Society (Series B) (2016).

PDF DOI

(2016). Permutation $p$-value approximation via generalized Stolarsky invariance. Annals of Statistics (2019).

PDF Code DOI

(2015). Confounder adjustment in multiple hypothesis testing. Annals of Statistics (2017).

PDF Code Dataset Slides DOI

(2015). Entropy balancing is doubly robust. Journal of Causal Inference (2016).

PDF Slides DOI