Personalised Decision-Making without Counterfactuals
Fuente:
arXiv
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| Autores principales: | , |
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| Formato: | Preprint |
| Publicado: |
2023
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866908287599902720 |
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| author | Dawid, A. Philip Senn, Stephen |
| author_facet | Dawid, A. Philip Senn, Stephen |
| contents | This article is a response to recent proposals by Pearl and others for a new approach to personalised treatment decisions, in contrast to the traditional one based on statistical decision theory. We argue that this approach is dangerously misguided and should not be used in practice. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2301_11976 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Personalised Decision-Making without Counterfactuals Dawid, A. Philip Senn, Stephen Methodology Statistics Theory 62D20, 62C05 This article is a response to recent proposals by Pearl and others for a new approach to personalised treatment decisions, in contrast to the traditional one based on statistical decision theory. We argue that this approach is dangerously misguided and should not be used in practice. |
| title | Personalised Decision-Making without Counterfactuals |
| topic | Methodology Statistics Theory 62D20, 62C05 |
| url | https://arxiv.org/abs/2301.11976 |