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Counterfactual inference with latent variable and its application in mental health care
This paper deals with the problem of modeling counterfactual reasoning in scenarios where, apart from the observed endogenous variables, we have a latent variable that affects the outcomes and, consequently, the results of counterfactuals queries. This is a common setup in healthcare problems, inclu...
Autores principales: | Marchezini, Guilherme F., Lacerda, Anisio M., Pappa, Gisele L., Meira, Wagner, Miranda, Debora, Romano-Silva, Marco A., Costa, Danielle S., Diniz, Leandro Malloy |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8801560/ https://www.ncbi.nlm.nih.gov/pubmed/35125931 http://dx.doi.org/10.1007/s10618-021-00818-9 |
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