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Finding structure in data using multivariate tree boosting

Technology and collaboration enable dramatic increases in the size of psychological and psychiatric data collections, but finding structure in these large data sets with many collected variables is challenging. Decision tree ensembles such as random forests (Strobl, Malley, & Tutz, 2009) are a u...

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Detalles Bibliográficos
Publicado en:Psychol Methods
Main Authors: Miller, Patrick J., Lubke, Gitta H., McArtor, Daniel B., Bergeman, C. S.
Formato: Artigo
Idioma:Inglês
Publicado: 2016
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5142230/
https://ncbi.nlm.nih.gov/pubmed/27918183
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1037/met0000087
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