Nonparametric inference under shape constraints: past, present and future

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This is a Literature Review study.

Richard J. Samworth

doi:10.48550/arxiv.2509.26040

September 30, 2025Open Access

Nonparametric inference under shape constraints: past, present and future

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Key Points

A historical overview of nonparametric inference under shape constraints is provided, highlighting key developments.
The current state of research and its advancements in nonparametric inference under shape constraints are discussed.
The survey outlines potential future directions and open problems in the field, emphasizing areas needing more exploration.
By surveying past and present work, the paper aims to inform future research efforts in nonparametric inference.

Implication

This survey discusses historical overview and current state of nonparametric inference under shape constraints, suggesting future directions.

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.

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Cite This Study

Richard J. Samworth (2025) studied this question.

synapsesocial.com/papers/68f5fcd68d54a28a75cf1f6f https://doi.org/10.48550/arxiv.2509.26040

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Nonparametric inference under shape constraints: past, present and future

Key Points

Implication

Abstract

Discussion

Cite This Study

Nonparametric inference under shape constraints: past, present and future

Key Points

Implication

Abstract

Discussion

Cite This Study

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