165 citations · 360 across the 19 of their papers we have counts for
Showing 2011 · stat.COShow all
2 papers · 2 filters
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…