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Author

David A. Stephens

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2 papers indexed here

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Preprint Sep 2026

A Bayesian framework for multilevel data under model mis-specification

We propose a Bayesian framework for uncertainty quantification from the perspective that the working model is mis-specified in settings of a multilevel data-generating process. We focus on settings in which the mis-specification fails to match the functional form of the mean structure, and discuss Bayesian estimation o...

Widemberg S. Nobre, David A. Stephens, A. Schmidt et al. · 0 citations
Preprint Aug 2026

Bootstrap validity in Bayesian semi-parametric models

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 using an estimating function approach. We obtain a posterior distribution using non-parametric Bayesian methods through the Dirichlet proces...

M. Sabbagh, David A. Stephens · 0 citations

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