231 citations · 963 across the 14 of their papers we have counts for
Showing stat.MEShow all
3 papers · 1 filter
stat.ME2022★ 1 cited
Bayesian tolerance regions with an application to linear mixed models
X. Gregory Chen, Aad van der Vaart
We review and contrast frequentist and Bayesian definitions of tolerance regions. We give conditions under which for large samples a Bayesian region also has frequentist validity,…
stat.ME2019
Incorporating prior information and borrowing information in high-dimensional sparse regression using the horseshoe and variational Bayes
Gino B. Kpogbezan, Mark A. van de Wiel, Wessel N. van Wieringen +1
We introduce a sparse high-dimensional regression approach that can incorporate prior information on the regression parameters and can borrow information across a set of similar da…
stat.ME2015★ 39 cited
Higher Order Tangent Spaces and Influence Functions
Aad van der Vaart
We review higher order tangent spaces and influence functions and their use to construct minimax efficient estimators for parameters in high-dimensional semiparametric models.