Tutz, Gerhard and Schauberger, Gunther (18. January 2012): Visualization of Categorical Response Models - from Data Glyphs to Parameter Glyphs. Department of Statistics: Technical Reports, No.117
Cattaneo, Marco E. G. V. and Wiencierz, Andrea (29. November 2011): Likelihood-based Imprecise Regression. Department of Statistics: Technical Reports, No.116
Heinzl, Felix and Tutz, Gerhard (17. November 2011): Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm. Department of Statistics: Technical Reports, No.115
Cattaneo, Marco E. G. V. and Wiencierz, Andrea (29. October 2011): Robust regression with imprecise data. Department of Statistics: Technical Reports, No.114
Eugster, Manuel J. A. (2011): Archetypal Athletes. Department of Statistics: Technical Reports, No.113
Petry, Sebastian and Tutz, Gerhard (2011): The OSCAR for Generalized Linear Models. Department of Statistics: Technical Reports, No.112
Kärcher, Julia C. and Schmid, Volker J. (2011): How to estimate the number of compartments with reversible jump MCMC. Department of Statistics: Technical Reports, No.111
Groll, Andreas and Tutz, Gerhard (June 2011): Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting. Department of Statistics: Technical Reports, No.110
Wiencierz, Andrea; Greven, Sonja and Küchenhoff, Helmut (06. June 2011): Restricted Likelihood Ratio Testing in Linear Mixed Models with General Error Covariance Structure. Department of Statistics: Technical Reports, No.109
Groll, Andreas and Tutz, Gerhard (03. June 2011): Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation. Department of Statistics: Technical Reports, No.108
Vincent, Guillemot; Monika, Jelizarow; Arthur, Tenenhaus and Anne-Laure, Boulesteix (2011): SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data. Department of Statistics: Technical Reports, No.107
Boulesteix, Anne-Laure; Bender, Andreas; Lorenzo Bermejo, Justo and Strobl, Carolin (02. May 2011): Random forest Gini importance favors SNPs with large minor allele frequency. Department of Statistics: Technical Reports, No.106
Bernau, Christoph; Augustin, Thomas and Boulesteix, Anne-Laure (April 2011): Correcting the optimally selected resampling-based error rate: A smooth analytical alternative to nested cross-validation. Department of Statistics: Technical Reports, No.105
Shalabh, Shalabh and Heumann, Christian (11. February 2011): Simultaneous Prediction of Actual and Average Values of Study Variable Using Stein-rule Estimators. Department of Statistics: Technical Reports, No.104
Zahid, Faisal Maqbool and Heumann, Christian (2011): Regularized Proportional Odds Models. Department of Statistics: Technical Reports, No.103
Petry, Sebastian; Flexeder, Claudia and Tutz, Gerhard (02. March 2011): Pairwise Fused Lasso. Department of Statistics: Technical Reports, No.102
Zahid, Faisal Maqbool (2011): Ordinal Ridge Regression with Categorical Predictors. Department of Statistics: Technical Reports, No.101
Zahid, Faisal Maqbool and Tutz, Gerhard (2011): Proportional Odds Models with High-dimensional Data Structure. Department of Statistics: Technical Reports, No.100
Ulbricht, Jan and Tutz, Gerhard (2011): Combining Quadratic Penalization and Variable Selection via Forward Boosting. Department of Statistics: Technical Reports, No.99
Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas and Schmid, Matthias (13. December 2010): GAMLSS for high-dimensional data – a flexible approach based on boosting. Department of Statistics: Technical Reports, No.98
Tutz, Gerhard and Groll, Andreas (December 2010): Binary and Ordinal Random Effects Models Including Variable Selection. Department of Statistics: Technical Reports, No.97
Mohajer, Mojgan; Englmeier, Karl-Hans and Schmid, Volker J. (01. December 2010): A comparison of Gap statistic definitions with and without logarithm function. Department of Statistics: Technical Reports, No.96
Meyer, Sebastian; Elias, Johannes and Höhle, Michael (2010): A space-time conditional intensity model for infectious disease occurence. Department of Statistics: Technical Reports, No.95
Kaiser, Sebastian; Träger, Dominik and Leisch, Friedrich (22. February 2011): Generating Correlated Ordinal Random Values. Department of Statistics: Technical Reports, No.94
Seiler, Christian (2010): Dynamic modelling of Nonresponse in Business Surveys. Department of Statistics: Technical Reports, No.93
Strobl, Carolin; Kopf, Julia and Zeileis, Achim (2010): A new method for detecting differential item functioning in the Rasch model. Department of Statistics: Technical Reports, No.92
Ahmad, M. Rauf (15. October 2010): Tests for covariance matrices, particularly for high dimensional data. Department of Statistics: Technical Reports, No.91
Gertheiss, Jan; Kärcher, Julia C. and Schmid, Volker J. (2010): Analysis of DCE-MRI Data using a Nonnegative Elastic Net. Department of Statistics: Technical Reports, No.90
Zahid, Faisal Maqbool and Tutz, Gerhard (2010): Multinomial Logit Models with Implicit Variable Selection. Department of Statistics: Technical Reports, No.89
Kopf, Julia; Augustin, Thomas and Strobl, Carolin (2010): The potential of model-based recursive partitioning in the social sciences - Revisiting Ockham's Razor. Department of Statistics: Technical Reports, No.88
Boulesteix, Anne-Laure and Sauerbrei, Willi (2010): Added predictive value of high-throughput molecular data to clinical data, and its validation. Department of Statistics: Technical Reports, No.87
Schmid, Matthias; Hothorn, Torsten; Maloney, K. O.; Weller, D. E. and Potapov, Sergej (2010): Geoadditive Regression Modeling of Stream Biological Condition. Department of Statistics: Technical Reports, No.86
Tutz, Gerhard and Petry, Sebastian (09. July 2010): Nonparametric Estimation of the Link Function Including Variable Selection. Department of Statistics: Technical Reports, No.85
Scheipl, Fabian (08. September 2010): Normal-Mixture-of-Inverse-Gamma Priors for Bayesian Regularization and Model Selection in Structured Additive Regression Models. Department of Statistics: Technical Reports, No.84
Boulesteix, Anne-Laure; Vincent, Guillemot and Willi, Sauerbrei (04. May 2010): Use of pre-transformation to cope with outlying values in important candidate genes. Department of Statistics: Technical Reports, No.83
Eugster, Manuel J. A. and Leisch, Friedrich (2010): Weighted and Robust Archetypal Analysis. Department of Statistics: Technical Reports, No.82
Monika, Jelizarow; Vincent, Guillemot; Arthur, Tenenhaus; Korbinian, Strimmer and Anne-Laure, Boulesteix (03. May 2010): Over-optimism in bioinformatics: an illustration. Department of Statistics: Technical Reports, No.81
Eugster, Manuel J. A.; Gertheiss, Jan and Kaiser, Sebastian (2010): Having the Second Leg At Home - Advantage in the UEFA Champions League Knockout Phase? Department of Statistics: Technical Reports, No.80
Rieger, Anna; Hothorn, Torsten and Strobl, Carolin (2010): Random Forests with Missing Values in the Covariates. Department of Statistics: Technical Reports, No.79
Eugster, Manuel J. A.; Leisch, Friedrich and Strobl, Carolin (09. March 2010): (Psycho-)Analysis of Benchmark Experiments. A Formal Framework for Investigating the Relationship between Data Sets and Learning Algorithms. Department of Statistics: Technical Reports, No.78
Schmid, Volker J. (02. March 2010): Spatio-Temporal Modelling of Perfusion Cardiovascular MRI. Department of Statistics: Technical Reports, No.77
Bernau, Christoph and Boulesteix, Anne-Laure (28. January 2010): Variable Selection and Parameter Tuning in High-Dimensional Prediction. Department of Statistics: Technical Reports, No.76
Robinzonov, Nikolay; Tutz, Gerhard and Hothorn, Torsten (2010): Boosting Techniques for Nonlinear Time Series Models. Department of Statistics: Technical Reports, No.75
Kunz, Anne; Augustin, Thomas and Küchenhoff, Helmut (2010): Partially Identified Prevalence Estimation under Misclassification using the Kappa Coefficient. Department of Statistics: Technical Reports, No.74
Gertheiss, Jan and Tutz, Gerhard (2010): Regularization and Model Selection with Categorial Effect Modifiers. Department of Statistics: Technical Reports, No.73
Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas and Schmid, Matthias (10. December 2009): A Framework for Unbiased Model Selection Based on Boosting. Department of Statistics: Technical Reports, No.72
Scharl, Theresa; Grün, Bettina and Leisch, Friedrich (2009): Mixtures of Regression Models for Time-Course Gene Expression Data: Evaluation of Initialization and Random Effects. Department of Statistics: Technical Reports, No.71
Scharl, Theresa; Voglhuber, Ingo and Leisch, Friedrich (2009): Exploratory and Inferential Analysis of Gene Cluster Neighborhood Graphs. Department of Statistics: Technical Reports, No.70
Walter, Gero and Augustin, Thomas (09. September 2009): Bayesian Linear Regression. Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict. Department of Statistics: Technical Reports, No.69
Heinzl, Felix; Kneib, Thomas and Fahrmeir, Ludwig (08. October 2009): Additive mixed models with Dirichlet process mixture and P-spline priors. Department of Statistics: Technical Reports, No.68
Zahid, Faisal Maqbool and Tutz, Gerhard (September 2009): Ridge Estimation for Multinomial Logit Models with Symmetric Side Constraints. Department of Statistics: Technical Reports, No.67
Adebayo, Samson B.; Fahrmeir, Ludwig and Seiler, Christian (September 2009): Geoadditive Latent Variable Modelling of Count Data on Multiple Sexual Partnering in Nigeria. Department of Statistics: Technical Reports, No.66
Oppel, Steffen; Strobl, Carolin and Huettmann, Falk (2009): Alternative methods to quantify variable importance in ecology. Department of Statistics: Technical Reports, No.65
Boulesteix, Anne-Laure and Hothorn, Torsten (01. September 2009): Testing the additional predictive value of high-dimensional molecular data. Department of Statistics: Technical Reports, No.64
Dolnicar, Sara and Leisch, Friedrich (2009): Evaluation of Structure and Reproducibility of Cluster Solutions Using the Bootstrap. Department of Statistics: Technical Reports, No.63
Gertheiss, Jan; Hogger, Sara; Oberhauser, Cornelia and Tutz, Gerhard (July 2009): Selection of Ordinally Scaled Independent Variables. Department of Statistics: Technical Reports, No.62
Leisch, Friedrich (17. June 2009): Neighborhood Graphs, Stripes and Shadow Plots for Cluster Visualization. Department of Statistics: Technical Reports, No.61
Gertheiss, Jan and Tutz, Gerhard (2009): Sparse Modeling of Categorial Explanatory Variables. Department of Statistics: Technical Reports, No.60
Boulesteix, Anne-Laure and Slawski, Martin (13. May 2009): Stability and aggregation of ranked gene lists. Department of Statistics: Technical Reports, No.59
Boulesteix, Anne-Laure and Strobl, Carolin (08. May 2009): Optimal classifier selection and negative bias in error rate estimation: An empirical study on high-dimensional prediction. Department of Statistics: Technical Reports, No.58
Krämer, Nicole; Schäfer, Juliane and Boulesteix, Anne-Laure (06. May 2009): Regularized estimation of large-scale gene association networks using graphical Gaussian models. Department of Statistics: Technical Reports, No.57
Eugster, Manuel J. A. and Leisch, Friedrich (2009): Exploratory Analysis of Benchmark Experiments -- An Interactive Approach. Department of Statistics: Technical Reports, No.56
Strobl, Carolin; Malley, James and Tutz, Gerhard (April 2009): An Introduction to Recursive Partitioning: Rationale, Application and Characteristics of Classification and Regression Trees, Bagging and Random Forests. Department of Statistics: Technical Reports, No.55
Strobl, Carolin; Wickelmaier, Florian and Zeileis, Achim (April 2009): Accounting for Individual Differences in Bradley-Terry Models by Means of Recursive Partitioning. Department of Statistics: Technical Reports, No.54
Petry, Sebastian and Tutz, Gerhard (07. April 2009): Shrinkage and Variable Selection by Polytopes. Department of Statistics: Technical Reports, No.53
Fenske, Nora; Kneib, Thomas and Hothorn, Torsten (02. April 2009): Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression. Department of Statistics: Technical Reports, No.52
Slawski, Martin; zu Castell, Wolfgang and Tutz, Gerhard (09. March 2009): Feature Selection Guided by Structural Information. Department of Statistics: Technical Reports, No.51
Strobl, Carolin; Hothorn, Torsten and Zeileis, Achim (11. February 2009): Party on! A New, Conditional Variable Importance Measure for Random Forests Available in the party Package. Department of Statistics: Technical Reports, No.50
Knüsel, Leo (2009): The General Linear Model and the Generalized Singular Value Decomposition; Some Examples. Department of Statistics: Technical Reports, No.49
Knüsel, Leo (2009): The General Linear Model and the Generalized Singular Value Decomposition. Department of Statistics: Technical Reports, No.48
Schmidberger, Markus; Morgan, Martin; Eddelbuettel, Dirk; Yu, Hao; Tierney, Luke and Mansmann, Ulrich (2009): State-of-the-Art in Parallel Computing with R. Department of Statistics: Technical Reports, No.47
Kneib, Thomas; Konrath, Susanne and Fahrmeir, Ludwig (23. January 2009): High-dimensional Structured Additive Regression Models: Bayesian Regularisation, Smoothing and Predictive Performance. Department of Statistics: Technical Reports, No.46
Schneeweiß, Hans and Komlos, John (16. December 2008): Probabilistic Rounding and Sheppard's Correction. Department of Statistics: Technical Reports, No.45
Eugster, Manuel J. A. and Leisch, Friedrich (2008): Spider-Man, the Child and the Trickster -- Archetypal Analysis in R. Department of Statistics: Technical Reports, No.44
Hofner, Benjamin; Hothorn, Torsten and Kneib, Thomas (27. November 2008): Variable Selection and Model Choice in Structured Survival Models. Department of Statistics: Technical Reports, No.43
Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette and Hothorn, Torsten (24. November 2008): Estimation and Regularization Techniques for Regression Models with Multidimensional Prediction Functions. Department of Statistics: Technical Reports, No.42
Höhle, Michael (02. October 2008): Spatio-temporal epidemic modelling using additive-multiplicative intensity models. Department of Statistics: Technical Reports, No.41
Knüsel, Leo (2008): Factor Analysis: Chisquare as Rotation Criterion. Department of Statistics: Technical Reports, No.40
Fenske, Nora; Fahrmeir, Ludwig; Rzehak, Peter and Höhle, Michael (25. September 2008): Detection of risk factors for obesity in early childhood with quantile regression methods for longitudinal data. Department of Statistics: Technical Reports, No.38
Konrath, Susanne; Kneib, Thomas and Fahrmeir, Ludwig (01. August 2008): Bayesian Regularisation in Structured Additive Regression Models for Survival Data. Department of Statistics: Technical Reports, No.35
Leitenstorfer, Florian and Tutz, Gerhard (20. June 2008): Estimation of Single-Index Models Based on Boosting Techniques. Department of Statistics: Technical Reports, No.34
Gertheiss, Jan and Tutz, Gerhard (19. June 2008): Feature Selection and Weighting by Nearest Neighbor Ensembles. Department of Statistics: Technical Reports, No.33
Cattaneo, Marco E. G. V. (29. February 2008): Probabilistic-possibilistic belief networks. Department of Statistics: Technical Reports, No.32
Knüsel, Leo (20. October 2008): Singulärwert-Zerlegung und Methode der kleinsten Quadrate. Department of Statistics: Technical Reports, No.31
Eugster, Manuel J. A.; Hothorn, Torsten and Leisch, Friedrich (30. May 2008): Exploratory and Inferential Analysis of Benchmark Experiments. Department of Statistics: Technical Reports, No.30
Slawski, Martin; Daumer, Martin and Boulesteix, Anne-Laure (30. May 2008): CMA - A comprehensive Bioconductor package for supervised classification with high dimensional data. Department of Statistics: Technical Reports, No.29
Kaiser, Sebastian and Leisch, Friedrich (16. April 2008): A Toolbox for Bicluster Analysis in R. Department of Statistics: Technical Reports, No.28
Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang and Küchenhoff, Helmut (2008): Building Cox-Type Structured Hazard Regression Models with Time-Varying Effects. Department of Statistics: Technical Reports, No.27
Eugster, Manuel J. A. and Leisch, Friedrich (08. April 2008): Bench Plot and Mixed Effects Models: First steps toward a comprehensive benchmark analysis toolbox. Department of Statistics: Technical Reports, No.26
Schmid, Matthias and Schneeweiß, Hans (04. April 2008): The Effect of Microaggregation by Individual Ranking on the Estimation of Moments. Department of Statistics: Technical Reports, No.25
Grün, Bettina and Leisch, Friedrich (April 2008): Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects. Department of Statistics: Technical Reports, No.24
Strobl, Carolin; Boulesteix, Anne-Laure; Kneib, Thomas; Augustin, Thomas and Zeileis, Achim (28. March 2008): Conditional Variable Importance for Random Forests. Department of Statistics: Technical Reports, No.23
Scheipl, Fabian and Kneib, Thomas (19. March 2008): Locally Adaptive Bayesian P-Splines with a Normal-Exponential-Gamma Prior. Department of Statistics: Technical Reports, No.22
Khatab, Khaled and Fahrmeir, Ludwig (2008): Analysis of Childhood Morbidity with Geoadditive Probit and Latent Variable Model: A case study for Egypt. Department of Statistics: Technical Reports, No.21
Fahrmeir, Ludwig and Khatab, Khaled (2008): Geoadditive Latent Variable Modelling of Child Morbidity and Malnutrition in Nigeria. Department of Statistics: Technical Reports, No.20
Hothorn, Torsten; Bretz, Frank and Westfall, Peter (2008): Simultaneous Inference in General Parametric Models. Department of Statistics: Technical Reports, No.19
Schmid, Matthias and Hothorn, Torsten (2008): Flexible Boosting of Accelerated Failure Time Models. Department of Statistics: Technical Reports, No.18
Strobl, Carolin and Zeileis, Achim (30. January 2008): Danger: High Power! – Exploring the Statistical Properties of a Test for Random Forest Variable Importance. Department of Statistics: Technical Reports, No.17
Scharl, Theresa and Leisch, Friedrich (2008): Visualizing Gene Clusters using Neighborhood Graphs in R. Department of Statistics: Technical Reports, No.16
Gertheiss, Jan and Tutz, Gerhard (09. January 2008): Penalized Regression with Ordinal Predictors. Department of Statistics: Technical Reports, No.15
Höhle, Michael; Paul, Michaela and Held, Leonhard (17. December 2007): Statistical approaches to the surveillance of infectious diseases for veterinary public health. Department of Statistics: Technical Reports, No.14
Grün, Bettina and Leisch, Friedrich (2007): Finite Mixtures of Generalized Linear Regression Models. Department of Statistics: Technical Reports, No.13
Leisch, Friedrich (2007): R behind the scenes: Using S the (un)usual way. Department of Statistics: Technical Reports, No.12
Tutz, Gerhard and Gertheiss, Jan (20. December 2007): Feature Extraction in Signal Regression: A Boosting Technique for Functional Data Regression. Department of Statistics: Technical Reports, No.11
---, Shalabh and Heumann, Christian (12. December 2007): Weighted Mixed Regression Estimation Under Biased Stochastic Restrictions. Department of Statistics: Technical Reports, No.10
Ulbricht, Jan and Tutz, Gerhard (11. December 2007): Boosting Correlation Based Penalization in Generalized Linear Models. Department of Statistics: Technical Reports, No.9
Wißmann, Malte; Toutenburg, Helge and ---, Shalabh (10. December 2007): Role of Categorical Variables in Multicollinearity in the Linear Regression Model. Department of Statistics: Technical Reports, No.8
---, Shalabh; Toutenburg, Helge and Heumann, Christian (10. December 2007): Stein-Rule Estimation under an Extended Balanced Loss Function. Department of Statistics: Technical Reports, No.7
Shafik, Nivien and Tutz, Gerhard (2007): Boosting Nonlinear Additive Autoregressive Time Series. Department of Statistics: Technical Reports, No.6
Boulesteix, Anne-Laure; Strobl, Carolin; Augustin, Thomas and Daumer, Martin (2007): Evaluating microarray-based classifiers: an overview. Department of Statistics: Technical Reports, No.5
Boulesteix, Anne-Laure; Strobl, Carolin; Weidinger, S.; Wichmann, H. E. and Wagenpfeil, S. (2007): Multiple testing for SNP-SNP interactions. Department of Statistics: Technical Reports, No.4
Kneib, Thomas; Hothorn, Torsten and Tutz, Gerhard (2007): Variable Selection and Model Choice in Geoadditive Regression Models. Department of Statistics: Technical Reports, No.3
Schmid, Matthias and Hothorn, Torsten (2007): Boosting Additive Models using Component-wise P-Splines. Department of Statistics: Technical Reports, No.2
Kneib, Thomas; Knauer, Felix and Küchenhoff, Helmut (2007): A General Approach for the Analysis of Habitat Selection. Department of Statistics: Technical Reports, No.1
Guillemot, Vincent; Jelizarow, Monika; Tenenhaus, Arthur and Boulesteix, Anne-Laure (August 2011): SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data. 58th World Statistics Congress of the International Statistical Institute (ISI), 21st to the 26th August , Dublin.
Leisch, Friedrich (2008): Creating R Packages: A Tutorial. In: Brito, Paula (ed.) , Compstat 2008 - Proceedings in Computational Statistics. Physica Verlag: Heidelberg, Germany.
Leisch, Friedrich (2008): Modelling Background Noise in Finite Mixtures of Generalized Linear Regression Models. In: Brito, Paula (ed.) , Compstat 2008 - Proceedings in Computational Statistics. Physica Verlag: Heidelberg, Germany, pp. 385-396.
Grün, Bettina and Leisch, Friedrich (2008): Dealing with Label Switching in Mixture Models Under Genuine Multimodality. In: Journal of Multivariate Analysis