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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Anzahl der Publikationen: 32 .

Zeitschriftenartikel

Scheipl, Fabian; Gertheiss, Jan und Greven, Sonja (2016): Generalized functional additive mixed models. In: Electronic Journal of Statistics, Vol. 10, Nr. 1: S. 1455-1492

Feilke, Martina; Bischl, Bernd; Schmid, Volker J. und Gertheiss, Jan (2016): Boosting in Nonlinear Regression Models with an Application to DCE-MRI Data. In: Methods of Information in Medicine, Vol. 55, Nr. 1: S. 31-41

Fuchs, Karen; Gertheiss, Jan und Tutz, Gerhard (2015): Nearest neighbor ensembles for functional data with interpretable feature selection. In: Chemometrics and Intelligent Laboratory Systems, Vol. 146: S. 186-197

Sommer, Julia C.; Gertheiss, Jan und Schmid, Volker J. (2014): Spatially regularized estimation for the analysis of DCE-MRI data. In: Statistics in Medicine, Vol. 33, Nr. 6: S. 1029-1041

Oelker, Magret-Ruth; Gertheiss, Jan und Tutz, Gerhard (2014): Regularization and model selection with categorical predictors and effect modifiers in generalized linear models. In: Statistical Modeling, Vol. 14, Nr. 2: S. 157-177

Tutz, Gerhard und Gertheiss, Jan (2014): Rating Scales as Predictors - The Old Question of Scale Level and Some Answers. In: Psychometrika, Vol. 79, Nr. 3: S. 357-376

Bühlmann, Peter; Gertheiss, Jan; Hieke, Stefanie; Kneib, Thomas; Ma, Shuangge; Schumacher, Martin; Tutz, Gerhard; Wang, Ching-Yun; Wang, Zhu und Ziegler, Andreas (2014): Discussion of ``The Evolution of Boosting Algorithms'' and ``Extending Statistical Boosting''. In: Methods of Information in Medicine, Vol. 53: S. 436-445

Gertheiss, Jan; Goldsmith, Jeff; Crainiceanu, Ciprian und Greven, Sonja (2013): Longitudinal Scalar-on-Functions Regression with Application to Tractography Data. In: Biostatistics, Vol. 14, Nr. 3: S. 447-461

Tutz, Gerhard und Gertheiss, Jan (2013): Rating Scales as Predictors - the Old Question of Scale Level and some Answers. In: Psychometrika: S. 1-20

Gertheiss, Jan und Tutz, Gerhard (2012): Regularization and Model Selection with Categorial Effect Modifiers. In: Statistica Sinica, Vol. 22: S. 957-982

Gertheiss, Jan; Hogger, Sarah; Oberhauser, Cornelia und Tutz, Gerhard (2011): Selection of Ordinally Scaled Independent Variables with Applications to International Classification of Functioning Core Sets. In: Journal of the Royal Statistical Society: Series C, Vol. 60: S. 377-396

Eugster, Manuel J.A.; Gertheiss, Jan und Kaiser, Sebastian (2011): Having the Second Leg At Home - Advantage in the UEFA Champions League Knockout Phase? In: Journal of Quantitative Analysis in Sports, Vol. 7, Nr. 1

Tutz, Gerhard und Gertheiss, Jan (2010): Feature extraction in signal regression: A boosting technique for functional data regression. In: Journal of Computational and Graphical Statistics, Vol. 19: S. 154-174

Gertheiss, Jan und Tutz, Gerhard (2010): Sparse modeling of categorial explanatory variables. In: The Annals of Applied Statistics, Vol. 4: S. 2150-2180

Gertheiss, Jan und Tutz, Gerhard (2009): Feature selection and weighting by nearest neighbor ensembles. In: Chemometrics and Intelligent Laboratory Systems, Vol. 99: S. 30-38

Gertheiss, Jan und Tutz, Gerhard (2009): Penalized regression with ordinal predictors. In: International Statistical Review, Vol. 77: S. 345-365

Gertheiss, Jan und Tutz, Gerhard (2009): Supervised feature selection in mass spectrometry based proteomic profiling by blockwise boosting. In: Bioinformatics, Vol. 25: S. 1076-1077

Gertheiss, Jan und Tutz, Gerhard (2009): Variable scaling and nearest neighbor methods. In: Journal of Chemometrics, Vol. 23: S. 149-151

Paper

Hess, Wolfgang; Tutz, Gerhard und Gertheiss, Jan (23. Februar 2014): A Flexible Link Function for Discrete-Time Duration Models. Department of Statistics: Technical Reports, Nr. 155 [PDF, 626kB]

Sommer, Julia C.; Gertheiss, Jan und Schmid, Volker J. (10. Oktober 2012): Spatially regularized estimation for the analysis of DCE-MRI data. Department of Statistics: Technical Reports, Nr. 132 [PDF, 3MB]

Oelker, Margret-Ruth; Gertheiss, Jan und Tutz, Gerhard (6. März 2012): Regularization and Model Selection with Categorial Predictors and Effect Modifiers in Generalized Linear Models. Department of Statistics: Technical Reports, Nr. 122 [PDF, 596kB]

Gertheiss, Jan; Goldsmith, Jeff; Crainiceanu, Ciprian und Greven, Sonja (2012): Longitudinal Scalar-on-Function Regression with Application to Tractography Data. Department of Statistics: Technical Reports, Nr. 118 [PDF, 740kB]

Eugster, Manuel J. A.; Gertheiss, Jan und Kaiser, Sebastian (2010): Having the Second Leg At Home - Advantage in the UEFA Champions League Knockout Phase? Department of Statistics: Technical Reports, Nr. 80 [PDF, 2MB]

Gertheiss, Jan; Kärcher, Julia C. und Schmid, Volker J. (2010): Analysis of DCE-MRI Data using a Nonnegative Elastic Net. Department of Statistics: Technical Reports, Nr. 90 [PDF, 2MB]

Gertheiss, Jan und Tutz, Gerhard (2010): Regularization and Model Selection with Categorial Effect Modifiers. Department of Statistics: Technical Reports, Nr. 73 Statistica Sinica (to appear) [PDF, 2MB]

Gertheiss, Jan; Hogger, Sara; Oberhauser, Cornelia und Tutz, Gerhard (Juli 2009): Selection of Ordinally Scaled Independent Variables. Department of Statistics: Technical Reports, Nr. 62 Applied Statistics (accepted for publication) [PDF, 2MB]

Gertheiss, Jan und Tutz, Gerhard (2009): Sparse Modeling of Categorial Explanatory Variables. Department of Statistics: Technical Reports, Nr. 60 The Annals of Applied Statistics, 4 [PDF, 2MB]

Gertheiss, Jan und Tutz, Gerhard (19. Juni 2008): Feature Selection and Weighting by Nearest Neighbor Ensembles. Department of Statistics: Technical Reports, Nr. 33 Chemometrics and Intelligent Laboratory Systems, 99 [PDF, 2MB]

Gertheiss, Jan und Tutz, Gerhard (9. Januar 2008): Penalized Regression with Ordinal Predictors. Department of Statistics: Technical Reports, Nr. 15 International Statistical Review, 77 [PDF, 2MB]

Tutz, Gerhard und Gertheiss, Jan (20. Dezember 2007): Feature Extraction in Signal Regression: A Boosting Technique for Functional Data Regression. Department of Statistics: Technical Reports, Nr. 11 Journal of Computational and Graphical Statistics, 19 [PDF, 2MB]

Buchbeitrag

Gertheiss, Jan und Tutz, Gerhard (2009): Statistische Tests. In: Schwaiger, Manfred und Meyer, Anton (Hrsg.): Theorien und Methoden der Betriebswirtschaft. München: Vahlen. S. 439-454

Konferenzbeitrag

Oelker, Magret-Ruth; Gertheiss, Jan und Tutz, Gerhard (2012): Categorial effect modifiers in generalized linear models. 20th International Conference on COMPUTATIONAL STATISTICS (COMPSTAT 2012), 27.-31. August 2012, Limassol.

Diese Liste wurde am Thu Dec 14 19:29:32 2017 CET erstellt.