Model-oriented Graph Distances via Partially Ordered Sets

Armeen Taeb, F. Richard Guo, Leonard Henckel

A well-defined distance on the parameter space is key to evaluating estimators, ensuring consistency, and building confidence sets. While there are typically standard distances to…