Prof. Dr. Thomas Kneib

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  • 2014 | Journal Article
    ​ ​Bayesian accelerated failure time models based on penalized mixtures of Gaussians: regularization and variable selection​
    Konrath, S.; Fahrmeir, L. & Kneib, T. ​ (2014) 
    AStA Advances in Statistical Analysis, 99(3) pp. 259​-280​.​ DOI: https://doi.org/10.1007/s10182-014-0240-6 
    ​Details  DOI 
  • 2013 | Book Chapter
    ​ ​Bayesian Smoothing, Shrinkage and Variable Selection in Hazard Regression​
    Konrath, S.; Fahrmeir, L.& Kneib, T. ​ (2013)
    In:​Becker, Claudia; Fried, Roland; Kuhnt, Sonja​ (Eds.), Robustness and Complex Data Structures: Festschrift in Honour of Ursula Gather pp. 149​-170. ​Berlin, Heidelberg: ​Springer. DOI: https://doi.org/10.1007/978-3-642-35494-6_10 
    ​Details  DOI 
  • 2010 | Journal Article
    ​ ​High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance​
    Kneib, T. ; Konrath, S. & Fahrmeir, L.​ (2010) 
    Journal of the Royal Statistical Society. Series C, Applied statistics, 60(1) pp. 51​-70​.​ DOI: https://doi.org/10.1111/j.1467-9876.2010.00723.x 
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Bayesian regularisation in structured additive regression: a unifying perspective on shrinkage, smoothing and predictor selection​
    Fahrmeir, L.; Kneib, T.   & Konrath, S.​ (2009) 
    Statistics and Computing, 20(2) pp. 203​-219​.​ DOI: https://doi.org/10.1007/s11222-009-9158-3 
    ​Details  DOI 
  • 2008 | Report
    ​ ​Bayesian Regularisation in Structured Additive Regression Models for Survival Data​
    Konrath, S.; Kneib, T.  & Fahrmeir, L.​ (2008). DOI: https://doi.org/10.5282/ubm/epub.5732 
    ​Details  DOI 

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Contributor:  Konrath, Susanne

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