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math.ST2008★ 56 cited
Bootstrapping the Grenander estimator
Michael R. Kosorok
The goal of this paper is to study the bootstrap for the Grenander estimator. The first result is a proof of the inconsistency of the nonparametric bootstrap for the Grenander esti…
math.ST2006★ 24 cited
General frequentist properties of the posterior profile distribution
Guang Cheng, Michael R. Kosorok
In this paper, inference for the parametric component of a semiparametric model based on sampling from the posterior profile distribution is thoroughly investigated from the freque…