Assistant Professor


BS and PhD, 2008-2017, Statistics, PKU School of Mathematical Sciences

Research Interests

Causal inference; Missing data analysis; Semiparametrics; Epidemiology.  (MathSciNet)

Selected Publications

1. Miao W., Ding P., and Geng Z. (2016). Identifiability of normal and normal mixture models with nonignorable missing data. Journal of the American Statistical Association, 111:1673–1683.

2. Miao W. and Tchetgen Tchetgen E. (2016). On varieties of doubly robust estimators under missingness not at random with a shadow variable. Biometrika, 103:475–482.

3. Miao W., Geng Z., and Tchetgen Tchetgen E. (2018). Identifying causal effects with proxy variables of an unmeasured confounder. Biometrika, 105:987–993

4. Shi X., Miao W., Nelson J., and Tchetgen Tchetgen E. (2019). Multiply robust correction of confounding bias with negative controls. Journal of the Royal Statistical Society: Series B, 82:521–540

5. 苗旺,刘春晨,耿直 (2018). 因果推断的统计方法. 《中国科学·数学》, 48:1753–1778.