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Methods for correcting inference based on outcomes predicted by machine learning
Many modern problems in medicine and public health leverage machine-learning methods to predict outcomes based on observable covariates. In a wide array of settings, predicted outcomes are used in subsequent statistical analysis, often without accounting for the distinction between observed and pred...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
National Academy of Sciences
2020
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7720220/ https://www.ncbi.nlm.nih.gov/pubmed/33208538 http://dx.doi.org/10.1073/pnas.2001238117 |