5 citations · 5 across the 3 of their papers we have counts for
3 papers
A Bayesian framework for multilevel data under model mis-specification
Widemberg S. Nobre, David A. Stephens, Alexandra M. Schmidt +1
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…
The impact of directly observed therapy on the efficacy of Tuberculosis treatment: A Bayesian multilevel approach
Widemberg S. Nobre, Alexandra M. Schmidt, Erica E. M. Moodie +1
We propose and discuss a Bayesian procedure to estimate the average treatment effect (ATE) for multilevel observations in the presence of confounding. We focus on situations where…
Causal inference under mis-specification: adjustment based on the propensity score
David A. Stephens, Widemberg S. Nobre, Erica E. M. Moodie +1
We study Bayesian approaches to causal inference via propensity score regression. Much of the Bayesian literature on propensity score methods have relied on approaches that cannot…