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Number of items: 5.
Journal article
Kneib, Thomas; Konrath, Susanne und Fahrmeir, Ludwig
(2011):
High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance.
In: Journal of the Royal Statistical Society: Series C (Applied Statistics), Vol. 60, No. 1: pp. 51-70
Fahrmeir, Ludwig; Kneib, Thomas und Konrath, Susanne
(2010):
Bayesian regularisation in structured additive regression: A unifying perspective on shrinkage, smoothing and predictor selection.
In: Statistics and Computing, Vol. 20, No. 2: pp. 203-219
Paper
Kneib, Thomas; Konrath, Susanne und Fahrmeir, Ludwig
(23. January 2009):
High-dimensional Structured Additive Regression Models: Bayesian Regularisation, Smoothing and Predictive Performance.
Department of Statistics: Technical Reports, No.46
[PDF, 671kB]
Konrath, Susanne; Kneib, Thomas und Fahrmeir, Ludwig
(1. August 2008):
Bayesian Regularisation in Structured Additive Regression Models for Survival Data.
Department of Statistics: Technical Reports, No.35
[PDF, 809kB]
Book Section
Konrath, Susanne; Kneib, Thomas und Fahrmeir, Ludwig
(2013):
Bayesian smoothing, shrinkage and variable selection in hazard regression.
In: Becker, Claudia; Fried, Roland und Kuhnt, Sonja (eds.) :
Robustness and Complex Data Structures. Festschrift in Honour of Ursula Gather. Berlin: Springer. pp. 149-170