Dr. Gunther Schauberger

Publications

• Schauberger, Gunther and Tutz, Gerhard (2016): Detection of Differential item functioning in Rasch models by boosting techniques, British Journal of Mathematical and Statistical Psychology, 69(1), 80-103, DOI 10.1111/bmsp.12060

• Groll, Andreas, Schauberger, Gunther and Tutz, Gerhard (2015): Prediction of major international soccer tournaments based on team-specific regularized Poisson regression: An application to the FIFA World Cup 2014, Journal of Quantitative Analysis in Sports, 11(2), 97 - 115
  

• Tutz, Gerhard and Schauberger, Gunther (2015): Extended Ordered Paired Comparison Models with Application to Football Data from German Bundesliga, Advances in Statistical Analysis, 99(2), 209 - 227, DOI 10.1007/s10182-014-0237-1

• Tutz, Gerhard and Schauberger, Gunther (2015): A Penalty Approach to Differential Item Functioning in Rasch Models, Psychometrika, 80(1), 21 - 43, DOI 10.1007/s11336-013-9377-6

• Casalicchio, Giuseppe, Tutz, Gerhard and Schauberger, Gunther (2015): Subject-specific Bradley-Terry-Luce Models with Implicit Variable Selection, Statistical Modelling, 15(6), 526-547, DOI 10.1177/1471082X15571817

• Schauberger, Gunther and Tutz, Gerhard (2014): Regularization methods in economic forecasting. In: Beran, J., Feng,Y., Hebbel, H. (Eds.) Empirical Economic and Financial Research - Theory, Methods and Practice, Advanced Studies in Theoretical and Applied Econometrics, Vol. 48, Springer

• Tutz, Gerhard and Schauberger, Gunther (2013): Visualization of Categorical Response Models - from Data Glyphs to Parameter Glyphs, Journal of Computational and Graphical Statistics, 22(1), 156-177, DOI 10.1080/10618600.2012.701379


• Marco Heurich, Lisa Möst, Gunther Schauberger, Holger Reulen, Pavel Sustr and Thorsten Hothorn (2012): Survival and causes of death of European Roe Deer before and after Eurasian Lynx introduction in the Bavarian Forest National Park, European Journal of Wildlife Research, 58(3), 567 - 578, DOI 10.1007/s10344-011-0606-y

• Casalicchio, Giuseppe, Tutz, Gerhard and Schauberger, Gunther (2014): Subject-specific Bradley-Terry-Luce Models with Implicit Variable Selection, Department of Statistics, LMU München, Technical Report 160

• Tutz, Gerhard and Schauberger, Gunther (2014): Extended Ordered Paired Comparison Models with Application to Football Data from German Bundesliga, Department of Statistics, LMU München, Technical Report 151

• Tutz, Gerhard and Schauberger, Gunther (2012): A Penalty Appoach to Differential Item Functioning in Rasch Models, Department of Statistics, LMU München, Technical Report 134

• Tutz, Gerhard and Schauberger, Gunther (2012): Visualization of Categorical Response Models - from Data Glyphs to Parameter Glyphs, Department of Statistics, LMU München, Technical Report 117

Applications: 

Extended Ordered Paired Comparison Models - An Application to the Data from Bundesliga Season 2013/14

Prediction model for the FIFA World Cup 2014

R-packages

• catdata: Contains data sets and examples from the book Regression for Categorical Data, Gerhard Tutz (2012), Cambridge University Press

• EffectStars2: Effest stars can be used to visualize estimates of parameters corresponding to different groups, for example in multinomial logit models. Beside the main function 'effectstars' there exist methods for special objects, for example for 'vglm' objects from the VGAM package.

• EffectStars: Provides functions to visualize regression models with categorical predictors by Effect Stars. Notice: EffectStars2 contains a more up-to-date implementation of effect stars!
  

• DIFlasso: A packages to perform DIFlasso, a method to detect Differential Item Functioning (DIF) in Rasch Models

• DIFboost: Performs detection of Differential Item Functioning using the method DIFboost
  

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