Penalized Cox regression with a five-parameter spline model

DOI10.1080/03610926.2020.1772305OpenAlexW3037722152MaRDI QIDQ5078865

Jia-Han Shih, Takeshi Emura

Publication date: 25 May 2022

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2020.1772305

zbMATH Keywords

smoothingreliabilityCox regressionright-censoringlife test

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

Unnamed Item ⋮ Dynamic lifetime prediction using a Weibull-based bivariate failure time model: a meta-analysis of individual-patient data ⋮ Assessing the numerical integration of dynamic prediction formulas using the exact expressions under the joint frailty-copula model

Uses Software

• joint.Cox
• compound.Cox

Cites Work

• Unnamed Item
• An EM algorithm for the estimation of parameters of a flexible cure rate model with generalized gamma lifetime and model discrimination using likelihood- and information-based methods
• The complementary exponential power lifetime model
• Statistical modelling of survival data with random effects. H-likelihood approach
• Survival analysis with correlated endpoints. Joint frailty-copula models
• Analysis of survival data with dependent censoring. Copula-based approaches
• Survival analysis. Techniques for censored and truncated data.
• Estimability in Cox models
• Life Distributions: A Brief Discussion
• Fast Computation of Fully Automated Log-Density and Log-Hazard Estimators
• Non parametric hazard estimation with dependent censoring using penalized likelihood and an assumed copula
• An approach to model clustered survival data with dependent censoring
• Cumulative Frequency Functions

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