2 papers
math.ST2026
Bootstrap validity in Bayesian semi-parametric models
Magid Sabbagh, David A. Stephens
We discuss Bayesian inference on a low-dimensional targeted parameter in the presence of possibly highly complex nuisance components within the semi-parametric inference framework…
math.ST2026
Semi-parametric Bayesian inference under Neyman orthogonality
Magid Sabbagh, David A. Stephens
The validity of two-step or plug-in inference methods is questioned in the Bayesian framework. We study semi-parametric models where the plug-in of a non-parametrically modelled nu…