Regression of survival data via twin support vector regression

DOI10.1080/03610918.2020.1757710OpenAlexW3022088525MaRDI QIDQ5042113

Xuejing Zhao, Guangzhi Ma

Publication date: 18 October 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2020.1757710

zbMATH Keywords

survival analysismachine learningsupport vector regressiontwin support vector regressionsurvival twin support vector regression

Mathematics Subject Classification ID

Censored data models (62N01)

Uses Software

• randomSurvivalForest
• randomForestSRC

Cites Work

• Unnamed Item
• Random survival forests
• randomSurvivalForest
• The art of progressive censoring. Applications to reliability and quality
• Convergence of random \(k\)-nearest-neighbour imputation
• TWSVR: regression via twin support vector machine
• Survival ensembles
• Equivalence in nonlinear programming
• Variable selection for semiparametric proportional hazards model under progressive Type-II censoring

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