2 papers
math.ST2026
High-Dimensional Statistics: Reflections on Progress and Open Problems
Arian Maleki, Subhabrata Sen, Sivaraman Balakrishnan +9
Over the past two decades, the field of high-dimensional statistics has experienced substantial progress, driven largely by technological advances that have dramatically reduced th…
stat.ME2026
A general nonparametric framework for testing hypotheses about function-valued parameters
Albert Osom, Ali Shojaie, Aaron Hudson
We present a general nonparametric approach for testing whether a statistical parameter defined through conditional distributions is constant across the conditioning variables. Suc…