2 papers
math.ST2026
Local asymptotics of selection models with applications in Bayesian selective inference
Daniel G. Rasines, G. Alastair Young
Contemporary focus on selective inference has renewed interest in the theory of selection models. In this paper, we analyze the asymptotic properties of selection models built on i…
math.ST2026
Post-reduction inference for confidence sets of models
Heather Battey, Daniel Garcia Rasines, Yanbo Tang
Sparsity in a regression context makes the model itself an object of interest, pointing to a confidence set of models as the appropriate presentation of evidence. A difficulty in a…