Nonparametric inference under shape constraints: past, present and future
Statistics Theory
2025-10-01 v1 Computation
Methodology
Machine Learning
Statistics Theory
Abstract
We survey the field of nonparametric inference under shape constraints, providing a historical overview and a perspective on its current state. An outlook and some open problems offer thoughts on future directions.
Cite
@article{arxiv.2509.26040,
title = {Nonparametric inference under shape constraints: past, present and future},
author = {Richard J. Samworth},
journal= {arXiv preprint arXiv:2509.26040},
year = {2025}
}
Comments
20 pages, 6 figures