Visual research on the trustability of classical variable selection methods in Cox regression

DOI10.15672/hujms.630402zbMath1488.62200OpenAlexW3015389899MaRDI QIDQ5160579

Yasemin Kayhan Atilgan, Nihal Ata Tutkun

Publication date: 29 October 2021

Published in: Hacettepe Journal of Mathematics and Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.15672/hujms.630402

zbMATH Keywords

variable selectionmultidimensional scalingCox regression modelgraphical visualizationrobust coplot

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Graphical methods in statistics (62A09)

Uses Software

• RobCoP

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Improved AIC selection strategy for survival analysis
• Estimating the dimension of a model
• Variable selection for Cox's proportional hazards model and frailty model
• Robust Coplot Analysis
• A Step-up Procedure for Selecting Variables Associated with Survival
• Variable selection – A review and recommendations for the practicing statistician
• Bayesian Variable Selection Method for Censored Survival Data
• New Residuals for Cox Regression and Their Application to Outlier Screening
• Bayesian Information Criterion for Censored Survival Models
• Some Comments on C P
• A new look at the statistical model identification

This page was built for publication: Visual research on the trustability of classical variable selection methods in Cox regression