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Framework for making better predictions by directly estimating variables’ predictivity

We propose approaching prediction from a framework grounded in the theoretical correct prediction rate of a variable set as a parameter of interest. This framework allows us to define a measure of predictivity that enables assessing variable sets for, preferably high, predictivity. We first define t...

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Detalles Bibliográficos
Publicado en:Proc Natl Acad Sci U S A
Main Authors: Lo, Adeline, Chernoff, Herman, Zheng, Tian, Lo, Shaw-Hwa
Formato: Artigo
Idioma:Inglês
Publicado: National Academy of Sciences 2016
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5167195/
https://ncbi.nlm.nih.gov/pubmed/27911830
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1616647113
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