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...

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Detalles Bibliográficos
Autores principales: Leist, Anja K., Klee, Matthias, Kim, Jung Hyun, Rehkopf, David H., Bordas, Stéphane P. A., Muniz-Terrera, Graciela, Wade, Sara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2022
Materias:
Social and Interdisciplinary Sciences
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

Internet

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

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