Doubly Robust Semiparametric Inference Using Regularized Calibrated Estimation with High-dimensional Data

Satyajit Ghosh, Zhiqiang Tan

Consider semiparametric estimation where a doubly robust estimating function for a low-dimensional parameter is available, depending on two working models. With high-dimensional da…