2 papers
stat.ME2025
Robust Bayesian methods using amortized simulation-based inference
Wang Yuyan, Michael Evans, David J. Nott
Bayesian simulation-based inference (SBI) methods are used in statistical models where simulation is feasible but the likelihood is intractable. Standard SBI methods can perform po…
stat.ME2025
False Discovery Rate Control via Frequentist-assisted Horseshoe
Qiaoyu Liang, Zihan Zhu, Ziang Fu +1
The horseshoe prior, a widely used handy alternative to the spike-and-slab prior, has proven to be an exceptional default global-local shrinkage prior in Bayesian inference and mac…