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Anzahl der Publikationen: 15 .

Hochschulschrift

Hofner, Benjamin (2008): Variable Selection and Model Choice in Survival Models with Time-Varying Effects. Diplomarbeit, Ludwig-Maximilians-Universität München
[PDF, 41MB]

Zeitschriftenartikel

Hofner, Benjamin; Hothorn, Torsten und Kneib, Thomas (2013): Variable Selection and Model Choice in Structured Survival Models. In: Computational Statistics, Vol. 28, Nr. 3: S. 1079-1101

Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay und Schmid, Matthias (2012): Model-based boosting in R: a hands-on tutorial using the R package mboost. In: Computational Statistics: S. 1-33

Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas und Schmid, Matthias (2012): Generalized additive models for location scale and shape for high-dimensional data - a flexible approach based on boosting. In: Journal of the Royal Statistical Society, Series C (Applied Statistics), Vol. 61: S. 403-427

Schneider, Christian P.; Fertmann, Jan; Miesen, Johannes; Wolf, Hilde; Flexeder, Claudia; Hofner, Benjamin; Küchenhoff, Helmut; Jauch, Karl-Walter und Hartl, Wolfgang H. (2012): Short-term prognosis of critically ill surgical patients: The impact of duration of invasive organ support therapies. In: Journal of Critical Care, Vol. 27, Nr. 1: S. 73-82

Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang H. und Küchenhoff, Helmut (2011): Building cox-type structured hazard regression models with time-varying effects. In: Statistical Modelling, Vol. 11, Nr. 1: S. 3-24

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas und Schmid, Matthias (2011): A framework for unbiased model selection based on boosting. In: Journal of Computational and Graphical Statistics, Vol. 20, Nr. 4: S. 956-971

Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias und Hofner, Benjamin (2010): Model-based boosting 2.0. In: Journal of Machine Learning Research, Vol. 11: S. 1851-1855

Schneider, Christian P.; Fertmann, Jan; Geiger, Simon; Wolf, Hilde; Biermaier, Helga; Hofner, Benjamin; Küchenhoff, Helmut; Jauch, Karl-Walter und Hartl, Wolfgang H. (2010): Long-term survival after surgical critical illness the impact of prolonged preceding organ support therapy. In: Annals of Surgery, Vol. 251, Nr. 6: S. 1145-1153

Schneider, Christian P.; Seyboth, Carol; Vilsmaier, Markus; Küchenhoff, Helmut; Hofner, Benjamin; Jauch, Karl-Walter und Hartl, Wolfgang H. (2009): Prognostic factors in critically ill patients suffering from secondary peritonitis: A retrospective, observational, survival time analysis. In: World Journal of Surgery, Vol. 33, Nr. 1: S. 34-43

Paper

Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay und Schmid, Matthias (14. Februar 2012): Model-based Boosting in R: A Hands-on Tutorial Using the R Package mboost. Department of Statistics: Technical Reports, Nr. 120 [PDF, 784kB]

Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas und Schmid, Matthias (13. Dezember 2010): GAMLSS for high-dimensional data – a flexible approach based on boosting. Department of Statistics: Technical Reports, Nr. 98 [PDF, 2MB]

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas und Schmid, Matthias (10. Dezember 2009): A Framework for Unbiased Model Selection Based on Boosting. Department of Statistics: Technical Reports, Nr. 72 [PDF, 914kB]

Hofner, Benjamin; Hothorn, Torsten und Kneib, Thomas (27. November 2008): Variable Selection and Model Choice in Structured Survival Models. Department of Statistics: Technical Reports, Nr. 43 [PDF, 1MB]

Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang und Küchenhoff, Helmut (2008): Building Cox-Type Structured Hazard Regression Models with Time-Varying Effects. Department of Statistics: Technical Reports, Nr. 27 Statistical Modelling (to appear) [PDF, 517kB]

Diese Liste wurde am Wed Jul 26 21:55:59 2017 CEST erstellt.