Decision Sciences and Supply Chain Management
Ph.D. University of Minnesota, 2014
B.A. Macalester College, 2003
- Quantile regression
- Semiparametric regression
- High-dimensional data
- Multivariate regression
- Model selection
- Missing data
Wang, L. Zhou, Y. Song, R. & Sherwood, B. (in press). Quantile-optimal treatment regimes. Journal of the American Statistical Assocation.
Sherwood, B. (2016). Variable selection for additive partial linear quantile regression with missing covariates. Journal of Multivariate Analysis, 152, 206-223.
Sherwood, B. & Wang, L. (2016). Partially linear additive quantile regression in ultra-high dimension. Annals of Statistics, 44(1), 288-317.