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Using decision trees to understand structure in missing data

OBJECTIVES: Demonstrate the application of decision trees—classification and regression trees (CARTs), and their cousins, boosted regression trees (BRTs)—to understand structure in missing data. SETTING: Data taken from employees at 3 different industrial sites in Australia. PARTICIPANTS: 7915 obser...

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Detalles Bibliográficos
Autores principales:	Tierney, Nicholas J, Harden, Fiona A, Harden, Maurice J, Mengersen, Kerrie L
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BMJ Publishing Group 2015
Materias:	Research Methods
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4486966/ https://www.ncbi.nlm.nih.gov/pubmed/26124509 http://dx.doi.org/10.1136/bmjopen-2014-007450

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