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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Bibliographic Details

Published in:	Psychological methods Vol. 21; no. 4; p. 583
Main Authors:	Miller, Patrick J, Lubke, Gitta H, McArtor, Daniel B, Bergeman, C S
Format:	Journal Article
Language:	English
Published:	United States 01.12.2016
Subjects:	Algorithms Datasets as Topic Decision Trees Humans Multivariate Analysis
ISSN:	1939-1463, 1939-1463
Online Access:	Get more information
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