Mixed model-based inference in geoadditive hazard regression for interval-censored survival times

DOI10.1016/j.csda.2006.06.019zbMath1157.62506OpenAlexW2088460734MaRDI QIDQ1010413

Thomas Kneib

Publication date: 6 April 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2006.06.019

zbMATH Keywords

interval censoringMarkov random fieldspenalized splinesleft truncationKrigingtime-varying covariates

Mathematics Subject Classification ID

Random fields; image analysis (62M40) Nonparametric regression and quantile regression (62G08) Censored data models (62N01) Geostatistics (86A32)

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Uses Software

• GMRFLib
• SemiPar
• Fahrmeir

Cites Work

• Unnamed Item
• Penalized spline smoothing in multivariable survival models with varying coefficients
• Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
• Hazard Regression for Interval-Censored Data with Penalized Spline
• Geoadditive Models
• Hazard Regression with Interval-Censored Data
• Semiparametric Regression
• Gaussian Markov Random Fields
• Approximate Inference in Generalized Linear Mixed Models
• Bayesian inference for variance components using only error contrasts
• Structured Additive Regression for Categorical Space–Time Data: A Mixed Model Approach
• Geoadditive Survival Models
• Multivariate statistical modelling based on generalized linear models.