Nonparametric inference under shape constraints: past, present and future
Fuente:
arXiv
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| Autore principale: | |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866914067795410944 |
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| author | Samworth, Richard J. |
| author_facet | Samworth, Richard J. |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2509_26040 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Nonparametric inference under shape constraints: past, present and future Samworth, Richard J. Statistics Theory Computation Methodology Machine Learning 62G05 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. |
| title | Nonparametric inference under shape constraints: past, present and future |
| topic | Statistics Theory Computation Methodology Machine Learning 62G05 |
| url | https://arxiv.org/abs/2509.26040 |