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Mapping of machine learning approaches for description, prediction, and causal inference in the social and health sciences
Machine learning (ML) methodology used in the social and health sciences needs to fit the intended research purposes of description, prediction, or causal inference. This paper provides a comprehensive, systematic meta-mapping of research questions in the social and health sciences to appropriate ML...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
American Association for the Advancement of Science
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581488/ https://www.ncbi.nlm.nih.gov/pubmed/36260666 http://dx.doi.org/10.1126/sciadv.abk1942 |