Tree-based multivariate regression and density estimation with right-censored data

DOI10.1016/j.jmva.2004.02.003zbMath1048.62046OpenAlexW2014164843MaRDI QIDQ1876993

Sandrine Dudoit, Annette M. Molinaro, Mark J. Van der Laan

Publication date: 16 August 2004

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://biostats.bepress.com/ucbbiostat/paper135

zbMATH Keywords

Censored dataModel selectionSurvival analysisLoss functionDensity estimationCARTPredictionCross-validationRegression treeMicroarrayComparative genomic hybridizationMultivariate outcomeRisk estimation

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Multivariate analysis (62H99) Density estimation (62G07) Applications of statistics to biology and medical sciences; meta analysis (62P10) Censored data models (62N01) Estimation in survival analysis and censored data (62N02)

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Uses Software

• R
• rpart
• LogicReg
• COMODE

Cites Work

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