{"ID":2862674,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2509.26040","arxiv_id":"2509.26040","title":"Nonparametric inference under shape constraints: past, present and future","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.","short_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.","url_abs":"https://arxiv.org/abs/2509.26040","url_pdf":"https://arxiv.org/pdf/2509.26040v1","authors":"[\"Richard J. Samworth\"]","published":"2025-09-30T10:16:00Z","proceeding":"math.ST","tasks":"[\"math.ST\",\"stat.CO\",\"stat.ME\",\"stat.ML\"]","methods":"[]","has_code":false}