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stat.ME2023
Regularized Exponentially Tilted Empirical Likelihood for Bayesian Inference
Eunseop Kim, Steven N. MacEachern, Mario Peruggia
Bayesian inference with empirical likelihood faces a challenge as the posterior domain is a proper subset of the original parameter space due to the convex hull constraint. We prop…
stat.ME2023
A Process of Dependent Quantile Pyramids
Hyoin An, Steven N. MacEachern
Despite the practicality of quantile regression (QR), simultaneous estimation of multiple QR curves continues to be challenging. We address this problem by proposing a Bayesian non…