2 papers
stat.ME2025
An Improved Solution to the Two Normal Means Problem via Regularization
Yang Liu, Jonathan P. Williams
The many-normal-means problem is a classic example that motivates the development of many important inferential procedures in the history of statistics. In this short note, we cons…
math.ST2024
Decision theory via model-free generalized fiducial inference
Jonathan P Williams, Yang Liu
Building on the recent development of the model-free generalized fiducial (MFGF) paradigm (Williams, 2023) for predictive inference with finite-sample frequentist validity guarante…