Bootstrap consistency for general semiparametric $M$-estimation

Guang Cheng, Jianhua Z. Huang

Consider $M$-estimation in a semiparametric model that is characterized by a Euclidean parameter of interest and an infinite-dimensional nuisance parameter. As a general purpose ap…