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...

Descripción completa

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

Internet

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

Ejemplares similares