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Using Classification and Regression Trees (CART) and Random Forests to Analyze Attrition: Results From Two Simulations

In this article, we describe a recent development in the analysis of attrition: using classification and regression trees (CART) and random forest methods to generate inverse sampling weights. These flexible machine learning techniques have the potential to capture complex nonlinear, interactive sel...

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Detalhes bibliográficos
Publicado no:Psychol Aging
Main Authors: Hayes, Timothy, Usami, Satoshi, Jacobucci, Ross, McArdle, John J.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4743660/
https://ncbi.nlm.nih.gov/pubmed/26389526
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1037/pag0000046
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