Bootstrap Consistency for Empirical Likelihood in Density Ratio Models

Weiwei Zhuang, Weiqi Yang, Jiahua Chen

We establish the validity of bootstrap methods for empirical likelihood (EL) inference under the density ratio model (DRM). In particular, we prove that the bootstrap maximum EL es…