119 citations · 603 across the 42 of their papers we have counts for
4 papers · 1 filter
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…
Higher order semiparametric frequentist inference with the profile sampler
Guang Cheng, Michael R. Kosorok
We consider higher order frequentist inference for the parametric component of a semiparametric model based on sampling from the posterior profile distribution. The first order val…
Further details on inference under right censoring for transformation models with a change-point based on a covariate threshold
Michael R. Kosorok, Rui Song
We consider linear transformation models applied to right censored survival data with a change-point based on a covariate threshold. We establish consistency and weak convergence o…
Penalized log-likelihood estimation for partly linear transformation models with current status data
Shuangge Ma, Michael R. Kosorok
We consider partly linear transformation models applied to current status data. The unknown quantities are the transformation function, a linear regression parameter and a nonparam…