165 citations · 360 across the 19 of their papers we have counts for
Showing stat.COShow all
3 papers · 1 filter
stat.CO2016
Comparing Approaches to Treatment Effect Estimation for Subgroups in Clinical Trials
Marius Thomas, Björn Bornkamp
Identifying subgroups, which respond differently to a treatment, both in terms of efficacy and safety, is an important part of drug development. A well-known challenge in explorato…
stat.CO2011★ 35 cited
Functional Uniform Priors for Nonlinear Modelling
Björn Bornkamp
This paper considers the topic of finding prior distributions when a major component of the statistical model depends on a nonlinear function. Using results on how to construct uni…
stat.CO2011★ 17 cited
Approximating Probability Densities by Iterated Laplace Approximations
Björn Bornkamp
The Laplace approximation is an old, but frequently used method to approximate integrals for Bayesian calculations. In this paper we develop an extension of the Laplace approximati…