2 papers
math.ST2020
Bootstrap inference for quantile-based modal regression
Tao Zhang, Kengo Kato, David Ruppert
In this paper, we develop uniform inference methods for the conditional mode based on quantile regression. Specifically, we propose to estimate the conditional mode by minimizing t…
stat.ME2019
Optimal Sampling for Generalized Linear Models under Measurement Constraints
Tao Zhang, Yang Ning, David Ruppert
Under "measurement constraints," responses are expensive to measure and initially unavailable on most of records in the dataset, but the covariates are available for the entire dat…