Showing 2026Show all
2 papers · 1 filter
stat.ME2026
Empirical Likelihood with Generative AI
Jiguang Li, Sid Kankanala, Veronika Rockova
Moment conditions are widely used to identify parameters in models where the full likelihood is either unknown or intentionally left unspecified. Empirical likelihood methods addre…
math.ST2026
Compound decisions and empirical Bayes via Bayesian nonparametrics
Nikolaos Ignatiadis, Sid Kankanala
We study compound decision theory from a nonparametric Bayesian perspective, with particular emphasis on their relationship to empirical Bayes (EB) procedures. Motivated by the sha…