158 citations · 251 across the 17 of their papers we have counts for
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math.ST2022★ 10 cited
Maximum a posteriori estimators in are well-defined for diagonal Gaussian priors
Ilja Klebanov, Philipp Wacker
We prove that maximum a posteriori estimators are well-defined for diagonal Gaussian priors on under common assumptions on the potential . Further, we show connecti…
math.ST2020★ 4 cited
Nested Sampling And Likelihood Plateaus
Doris Schittenhelm, Philipp Wacker
The main idea of nested sampling is to substitute the high-dimensional likelihood integral over the parameter space by an integral over the unit line by employing a pus…
math.ST2015★ 1 cited
Bayesian model selection for linear regression
Miguel de Benito Delgado, Philipp Wacker
In this note we introduce linear regression with basis functions in order to apply Bayesian model selection. The goal is to incorporate Occam's razor as provided by Bayes analysis…