Prof. Dr. Thomas Kneib

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  • 2017 | Journal Article | 
    ​ ​Friedrichs, Stefanie, et al. "Pathway-Based Kernel Boosting for the Analysis of Genome-Wide Association Studies​." ​Computational and mathematical methods in medicine, vol. 2017, ​2017, pp. 6742763​-17​, ​doi: 10.1155/2017/6742763. 
    ​Details  DOI  PMID  PMC 
  • 2014 | Preprint
    ​ ​Hofner, Benjamin, et al. "Model Choice in Cox-Type Additive Hazard Regression Models with Time-Varying Effects​." ​​2014. 
    ​Details 
  • 2014 | Journal Article
    ​ ​Hofner, Benjamin, Thomas Kneib, and Torsten Hothorn. "A unified framework of constrained regression​." ​Statistics and Computing, vol. 26, no. 1-2, ​2014, pp. 1​-14​, ​doi: 10.1007/s11222-014-9520-y. 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Hofner, Benjamin, Torsten Hothorn, and Thomas Kneib. "Variable selection and model choice in structured survival models​." ​Computational Statistics, vol. 28, no. 3, ​2012, pp. 1079​-1101​, ​doi: 10.1007/s00180-012-0337-x. 
    ​Details  DOI 
  • 2012 | Journal Article
    ​ ​Mayr, Andreas, et al. "Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting​." ​Journal of the Royal Statistical Society. Series C, Applied statistics, vol. 61, no. 3, ​2012, pp. 403​-427​, ​doi: 10.1111/j.1467-9876.2011.01033.x. 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Hofner, Benjamin, et al. "Building Cox-type structured hazard regression models with time-varying effects​." ​Statistical Modelling, vol. 11, no. 1, ​2011, pp. 3​-24​, ​doi: 10.1177/1471082x1001100102. 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Hofner, Benjamin, et al. "A Framework for Unbiased Model Selection Based on Boosting​." ​Journal of Computational and Graphical Statistics, vol. 20, no. 4, ​2011, pp. 956​-971​, ​doi: 10.1198/jcgs.2011.09220. 
    ​Details  DOI 
  • 2010 | Report
    ​ ​Mayr, Andreas, et al. GAMLSS for high-dimensional data – a flexible approach based on boosting​. ​​2010. 
    ​Details 
  • 2010 | Journal Article | 
    ​ ​Hothorn, Torsten, et al. "Model-based Boosting 2.0​." ​Journal of Machine Learning Reseach - Machine Learning Open Source Software, vol. 11, ​2010, pp. 2109​-2113​. ​
    ​Details 
  • 2008 | Journal Article
    ​ ​Moubarak, Patricia, et al. "Activity-guided antithrombin III therapy in severe surgical sepsis: efficacy and safety according to a retrospective data analysis​." ​Shock, vol. 30, no. 6, ​2008, pp. 634​-641​, ​doi: 10.1097/SHK.0b013e31817d3e14. 
    ​Details  DOI  PMID  PMC 
  • 2008 | Preprint
    ​ ​Hofner, Benjamin, Torsten Hothorn, and Thomas Kneib. "CoxFlexBoost: Fitting Structured Survival Models​." ​​2008. 
    ​Details 
  • 2008 | Journal Article
    ​ ​Moubarak, Patricia, et al. "ACTIVITY-GUIDED ANTITHROMBIN III THERAPY IN SEVERE SURGICAL SEPSIS​." ​Shock, vol. 30, no. 6, ​2008, pp. 634​-641​, ​doi: 10.1097/shk.0b013e31817d3e14. 
    ​Details  DOI 

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