Technical Reports

2021

• Berger, Ursula; Fritz, Cornelius; Kauermann, Göran (2021)
  Eine statistische Analyse des Effekts von verpflichtenden Tests an Schulen mit Präsenzunterricht im Vergleich zum Distanzunterricht
  (Volltext vorhanden)
  
• Fütterer, Cornelia; Nalenz, Malte; Augustin, Thomas (2021)
  Discriminative Power Lasso - Incorporating Discriminative Power of Genes into Regularization-Based Variable Selection
  (Volltext vorhanden)
  
• Hornung, Roman; Boulesteix, Anne-Laure (2021)
  Interaction Forests: Identifying and exploiting interpretable quantitative and qualitative interaction effects
  (Volltext vorhanden)
  
• Nalenz, Malte; Augustin, Thomas (2021)
  Cultivated Random Forests: Robust Decision Tree Learning through Tree Structured Ensembles
  (Volltext vorhanden)
  
• Schwaferts, Patrick (2021)
  Updating Consistency in Bayes Factors
  (Volltext vorhanden)
  

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2020

• Hornung, Roman (2020)
  Diversity Forests: Using Split Sampling to Allow for Complex Split Procedures in Random Forest
  (Volltext vorhanden)
  
• Klau, Simon; Hoffmann, Sabine; Patel, Chirag; Ioannidis, John; Boulesteix, Anne-Laure (2020)
  Examining the robustness of observational associations to model, measurement and sampling uncertainty with the vibration of effects framework
  (Volltext vorhanden)
  
• Klau, Simon; Schönbrodt, Felix D.; Patel, Chirag; Ioannidis, John; Boulesteix, Anne-Laure; Hoffmann, Sabine (2020)
  Comparing the vibration of effects due to model, data pre-processing and sampling uncertainty on a large data set in personality psychology
  (Volltext vorhanden)
  
• Razzak, Humera; Heumann, Christian (2020)
  Application of Iterative Hybrid MI Approach to Household Survey Data with Complex Dependency Structures
  (Volltext vorhanden)
  
• Razzak, Humera; Heumann, Christian (2020)
  The ability of different imputation methods to capture complex dependencies in high dimensions
  (Volltext vorhanden)
  
• Razzak, Humera; Heumann, Christian (2020)
  A hybrid technique for the multiple imputation of survey data
  (Volltext vorhanden)
  
• Schwaferts, Patrick; Augustin, Thomas (2020)
  Bayesian Decisions using Regions of Practical Equivalence (ROPE): Foundations
  (Volltext vorhanden)
  

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2019

• Endres, Eva; Augustin, Thomas (2019)
  Utilizing log-linear Markov networks to integrate categorical data files
  (Volltext vorhanden)
  
• Endres, Eva; Newger, Katrin; Augustin, Thomas (2019)
  Binary data fusion using undirected probabilistic graphical models: Combining statisticalmatching and the Ising model
  (Volltext vorhanden)
  
• Mauerer, Ingrid; Schneider, Micha (2019)
  Uncertainty in Issue Placements and Spatial Voting
  (Volltext vorhanden)
  
• Razzak, Humera; Heumann, Christian (2019)
  Predictive performance of a hybrid technique for the multiple imputation of survey data
  (Volltext vorhanden)
  
• Schneider, Micha (2019)
  Dealing with Heterogeneity in Discrete Survival Analysis using the Cure Model
  (Volltext vorhanden)
  
• Schneider, Micha; Pößnecker, Wolfgang; Tutz, Gerhard (2019)
  Variable Selection in Mixture Models with an Uncertainty Component
  (Volltext vorhanden)
  
• Schüller, Nicole; Boulesteix, Anne-Laure; Bischl, Bernd; Unger, Kristian; Hornung, Roman (2019)
  Improved outcome prediction across data sources through robust parameter tuning
  (Volltext vorhanden)
  
• Tutz, Gerhard (2019)
  Modelling Heterogeneity: On the Problem of Group Comparisons with Logistic Regression and the Potential of the Heterogeneous Choice Model
  (Volltext vorhanden)
  
• Tutz, Gerhard; Draxler, Clemens (2019)
  A Common Framework for Classical and Tree-Based Item Response Models Including Extended Hierarchically Structured Models
  (Volltext vorhanden)
  

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2018

• Endres, Eva; Fink, Paul; Augustin, Thomas (2018)
  Imprecise Imputation: A Nonparametric Micro Approach Reflecting the Natural Uncertainty of Statistical Matching with Categorical Data
  (Volltext vorhanden)
  
• Hornung, Roman; Wright, Marvin N. (2018)
  Block Forests: random forests for blocks of clinical and omics covariate data
  (Volltext vorhanden)
  
• Janse, Christoph; Schollmeyer, Georg; Augustin, Thomas (2018)
  Quantifying Degrees of E-admissibility in Decision Making with Imprecise Probabilities
  (Volltext vorhanden)
  
• Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (2018)
  Concepts for Decision Making under Severe Uncertainty with Partial Ordinal and Partial Cardinal Preferences
  (Volltext vorhanden)
  
• Tutz, Gerhard (2018)
  On the Construction of Adjacent Categories Latent Trait Models from Binary Variables, Motivating Processes and the Interpretation of Parameters
  (Volltext vorhanden)
  
• Tutz, Gerhard; Schauberger, Gunther (2018)
  Uncertainty as Response Style in Latent Trait Models
  217 (Volltext vorhanden)
  

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2017

• Couronné, Raphael; Probst, Philipp; Boulesteix, Anne-Laure (2017)
  Random forest versus logistic regression: a large-scale benchmark experiment
  (Volltext vorhanden)
  
• Drießlein, David; Küchenhoff, Helmut; Tutz, Gerhard; Wippert, Pia Maria (2017)
  Variable Selection and Inference in a follow-up Study on Back Pain
  (Volltext vorhanden)
  
• Drießlein, David; Küchenhoff, Helmut; Tutz, Gerhard; Wippert, Pia Maria (2017)
  Variable selection and inference in a follow-up study on back pain
  (Volltext vorhanden)
  
• Hornung, Roman (2017)
  Ordinal Forests
  (Volltext vorhanden)
  
• Janitza, Silke (2017)
  On the overestimation of random forest’s out-of-bag error
  (Volltext vorhanden)
  
• Klau, Simon; Jurinovic, Vindi; Hornung, Roman; Herold, Tobias; Boulesteix, Anne-Laure (2017)
  Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data
  (Volltext vorhanden)
  
• Plass, Julia; Cattaneo, Marco E. G. V.; Augustin, Thomas; Schollmeyer, Georg; Heumann, Christian (2017)
  Towards a reliable categorical regression analysis for non-randomly coarsened observations: An analysis with German labour market data
  (Volltext vorhanden)
  
• Plass, Julia; Cattaneo, Marco E. G. V.; Schollmeyer, Georg; Augustin, Thomas (2017)
  On the testability of coarsening assumptions: A hypothesis test for subgroup independence
  (Volltext vorhanden)
  
• Schauberger, Gunther; Tutz, Gerhard (2017)
  BTLLasso - A Common Framework and Software Package for the Inclusion and Selection of Covariates in Bradley-Terry Models
  (Volltext vorhanden)
  
• Schollmeyer, Georg (2017)
  Application of lower quantiles for complete lattices to ranking data: analyzing outlyingness of preference orderings
  (Volltext vorhanden)
  
• Schollmeyer, Georg (2017)
  Lower quantiles for complete lattices
  (Volltext vorhanden)
  
• Schollmeyer, Georg; Jansen, Christoph; Augustin, Thomas (2017)
  A simple descriptive method for multidimensional item response theory based on stochastic dominance
  (Volltext vorhanden)
  
• Schollmeyer, Georg; Jansen, Christoph; Augustin, Thomas (2017)
  Detecting stochastic dominance for poset-valued random variables as an example of linear programming on closure systems
  (Volltext vorhanden)
  
• Tutz, Gerhard; Schneider, Micha (2017)
  Mixture Models for Ordinal Responses with a Flexible Uncertainty Component
  (Volltext vorhanden)
  

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2016

• Bender, A.; Scheipl, F.; Küchenhoff, H.; Day, A. G.; Hartl, W. (2016)
  Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models
  (Volltext vorhanden)
  
• Bender, A.; Scheipl, F.; Küchenhoff, H.; Hartl, W.; Day, A. (2016)
  Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Janitza, Silke; Hornung, Roman; Probst, Philipp; Busen, Hannah; Hapfelmeier, Alexander (2016)
  Making Complex Prediction Rules Applicable for Readers: Current Practice in Random Forest Literature and Recommendations
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Wilson, Rory; Hapfelmeier, Alexander (2016)
  Towards evidence-based computational statistics: lessons from clinical research on the role and design of real-data benchmark studies
  (Volltext vorhanden)
  
• Engelhardt, Alexander; Rieger, Anna; Tresch, Achim; Mansmann, Ulrich (2016)
  Efficient Maximum Likelihood Estimation for Pedigree Data with the Sum-Product Algorithm
  (Volltext vorhanden)
  
• Fuchs, Mathias; Jiang, Xiaoyu; Anne-Laure, Boulesteix (2016)
  The computationally optimal test set size in simulation studies on supervised learning
  (Volltext vorhanden)
  
• Groll, Andreas; Hastie, Trevor; Tutz, Gerhard (2016)
  Regularization in Cox Frailty Models
  (Volltext vorhanden)
  
• Groll, Andreas; Kneib, Thomas; Mayr, Andreas; Schauberger, Gunther (2016)
  Who’s the Favourite? – A Bivariate Poisson Model for the UEFA European Football Championship 2016
  (Volltext vorhanden)
  
• Hornung, Roman; Causeur, David; Bernau, Christoph; Boulesteix, Anne-Laure (2016)
  Improving cross-study prediction through addon batch effect adjustment and addon normalization
  (Volltext vorhanden)
  
• Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (2016)
  A Probabilistic Evaluation Framework for Preference Aggregation Reflecting Group Homogeneity
  (Volltext vorhanden)
  
• Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (2016)
  Probabilistic Evaluation of Preference Aggregation Functions: A Statistical Approach in Social Choice Theory
  (Volltext vorhanden)
  
• Pößnecker, Wolfgang; Tutz, Gerhard (2016)
  A General Framework for the Selection of Effect Type in Ordinal Regression
  (Volltext vorhanden)
  
• Schauberger, Gunther; Groll, Andreas; Tutz, Gerhard (2016)
  Modeling Football Results in the German Bundesliga Using Match-specific Covariates
  (Volltext vorhanden)
  
• Seibold, Heidi; Bernau, Christoph; Boulesteix, Anne-Laure; De Bin, Riccardo (2016)
  On the choice and influence of the number of boosting steps
  (Volltext vorhanden)
  
• Tutz, Gerhard; Moritz, Berger (2016)
  Separating Location and Dispersion in Ordinal Regression Models
  (Volltext vorhanden)
  
• Tutz, Gerhard; Schauberger, Gunther; Berger, Moritz (2016)
  Response Styles in the Partial Credit Model
  (Volltext vorhanden)
  

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2015

• Bollmann, Stella; Heene, Moritz; Küchenhoff, Helmut; Bühner, Markus (2015)
  What can the Real World do for simulation studies? A comparison of exploratory methods
  (Volltext vorhanden)
  
• Bollmann, Stella; Hölzl, Andreas; Heene, Moritz; Küchenhoff, Helmut; Bühner, Markus (2015)
  Evaluation of a new k-means approach for exploratory clustering of items
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; De Bin, Riccardo; Jiang, Xiaoyu; Fuchs, Mathias (2015)
  IPF-LASSO: integrative L1-penalized regression with penalty factors for prediction based on multi-omics data
  (Volltext vorhanden)
  
• Casalicchio, Giuseppe; Bischl, Bernd; Boulesteix, Anne-Laure; Schmid, Matthias (2015)
  The Residual-based Predictiveness Curve - A Visual Tool to Assess the Performance of Prediction Models
  (Volltext vorhanden)
  
• De Bin, Riccardo (2015)
  Boosting in Cox regression: a comparison between the likelihood-based and the model-based approaches with focus on the R-packages CoxBoost and mboost
  (Volltext vorhanden)
  
• Hornung, Roman; Boulesteix, Anne-Laure; Causeur, David (2015)
  Combining location-and-scale batch effect adjustment with data cleaning by latent factor adjustment
  (Volltext vorhanden)
  
• Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure (2015)
  A computationally fast variable importance test for random forests for high-dimensional data
  (Volltext vorhanden)
  
• Janitza, Silke; Tutz, Gerhard (2015)
  Prediction Models for Time Discrete Competing Risks
  (Volltext vorhanden)
  
• Plass, Julia; Fink, Paul; Schöning, Norbert; Augustin, Thomas (2015)
  Statistical Modelling in Surveys without Neglecting "The Undecided": Multinomial Logistic Regression Models and Imprecise Classification Trees under Ontic Data Imprecision - extended version
  (Volltext vorhanden)
  
• Schauberger, Gunther; Tutz, Gerhard (2015)
  Modelling Heterogeneity in Paired Comparison Data - an L1 Penalty Approach with an Application to Party Preference Data
  (Volltext vorhanden)
  
• Scheipl, Fabian; Greven, Sonja (2015)
  Identifiability in penalized function-on-function regression models
  (Volltext vorhanden)
  

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2014

• Abou El-Komboz, Basil; Zeileis, Achim; Strobl, Carolin (2014)
  Detecting Differential Item and Step Functioning with Rating Scale and Partial Credit Trees
  (Volltext vorhanden)
  
• Casalicchio, Giuseppe; Tutz, Gerhard; Schauberger, Gunther (2014)
  Subject-specific Bradley-Terry-Luce Models with Implicit Variable Selection
  (Volltext vorhanden)
  
• De Bin, Riccardo; Herold, Tobias; Boulesteix, Anne-Laure (2014)
  Added predictive value of omics data: specific issues related to validation illustrated by two case studies
  (Volltext vorhanden)
  
• De Bin, Riccardo; Janitza, Silke; Sauerbrei, Willi; Boulesteix, Anne-Laure (2014)
  Subsampling versus bootstrapping in resampling-based model selection for multivariable regression
  (Volltext vorhanden)
  
• De Bin, Riccardo; Sartori, Nicola; Severini, Thomas A. (2014)
  Integrated likelihoods in models with stratum nuisance parameters
  (Volltext vorhanden)
  
• De Bin, Riccardo; Scarpa, Bruno (2014)
  Non-parametric Bayesian modeling of cervical mucus symptom
  (Volltext vorhanden)
  
• Fuchs, Mathias; Krautenbacher, Norbert (2014)
  Minimization and estimation of the variance of prediction errors for cross-validation designs
  (Volltext vorhanden)
  
• Groll, Andreas; Schauberger, Gunther; Tutz, Gerhard (2014)
  Brazil or Germany - who will win the trophy? Prediction of the FIFA World Cup 2014 based on team-specific regularized Poisson regression
  (Volltext vorhanden)
  
• Hess, Wolfgang; Tutz, Gerhard; Gertheiss, Jan (2014)
  A Flexible Link Function for Discrete-Time Duration Models
  (Volltext vorhanden)
  
• Hornung, Roman; Bernau, Christoph; Truntzer, Caroline; Stadler, Thomas; Boulesteix, Anne-Laure (2014)
  Full versus incomplete cross-validation: measuring the impact of imperfect separation between training and test sets in prediction error estimation
  (Volltext vorhanden)
  
• Janitza, Silke; Binder, Harald; Boulesteix, Anne-Laure (2014)
  Pitfalls of hypothesis tests and model selection on bootstrap samples: causes and consequences in biometrical applications
  (Volltext vorhanden)
  
• Janitza, Silke; Tutz, Gerhard; Boulesteix, Anne-Laure (2014)
  Random Forests for Ordinal Response Data: Prediction and Variable Selection
  (Volltext vorhanden)
  
• Jelizarow, Monika; Mansmann, Ulrich; Goeman, Jelle J. (2014)
  A Cochran-Armitage-type and a score-free global test for multivariate ordinal data
  (Volltext vorhanden)
  
• Laubender, Rüdiger P.; Mansmann, Ulrich (2014)
  Estimating individual treatment effects from responses and a predictive biomarker in a parallel group RCT
  (Volltext vorhanden)
  
• Mauerer, Ingrid; Pößnecker, Wolfgang; Thurner, Paul W.; Tutz, Gerhard (2014)
  Modeling electoral choices in multiparty systems with high-dimensional data: A regularized selection of parameters using the Lasso approach
  (Volltext vorhanden)
  
• Möst, Stephanie; Pößnecker, Wolfgang; Tutz, Gerhard (2014)
  Variable Selection for Discrete Competing Risks Models
  (Volltext vorhanden)
  
• Rospleszcz, Susanne; Janitza, Silke; Boulesteix, Anne-Laure (2014)
  Categorical variables with many categories are preferentially selected in model selection procedures for multivariable regression models on bootstrap samples
  (Volltext vorhanden)
  
• Schneeweiß, Hans (2014)
  The linear GMM model with singular covariance matrix due to the elimination of a nuisance parameter
  (Volltext vorhanden)
  
• Thurner, Paul W.; Klima, André; Küchenhoff, Helmut (2014)
  Agricultural Structure and the Rise of the Nazi Party reconsidered
  (Volltext vorhanden)
  
• Tutz, Gerhard; Groll, Andreas (2014)
  Variable Selection in Discrete Survival Models Including Heterogeneity
  (Volltext vorhanden)
  
• Tutz, Gerhard; Moritz, Berger (2014)
  Tree-Structured Modelling of Categorical Predictors in Regression
  (Volltext vorhanden)
  
• Tutz, Gerhard; Oelker, Margret-Ruth (2014)
  Modeling Clustered Heterogeneity: Fixed Effects, Random Effects and Mixtures
  (Volltext vorhanden)
  
• Tutz, Gerhard; Ramzan, Shahla (2014)
  Improved Methods for the Imputation of Missing Data by Nearest Neighbor Methods
  (Volltext vorhanden)
  
• Tutz, Gerhard; Schauberger, Gunther (2014)
  Extended Ordered Paired Comparison Models with Application to Football Data from German Bundesliga
  (Volltext vorhanden)
  
• Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico (2014)
  Mixture Models for Ordinal Responses to Account for Uncertainty of Choice
  (Volltext vorhanden)
  

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2013

• Abedieh, Jasmin; Groll, Andreas; Eugster, Manuel J. A. (2013)
  Measuring Concentration in Data with an Exogenous Order
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Hable, Robert; Lauer, Sabine; Eugster, Manuel J. A. (2013)
  A Statistical Framework for Hypothesis Testing in Real Data Comparison Studies
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Lauer, Sabine; Eugster, Manuel J. A. (2013)
  A plea for neutral comparison studies in computational sciences
  (Volltext vorhanden)
  
• Cattaneo, Marco E. G. V. (2013)
  On maxitive integration
  (Volltext vorhanden)
  
• De Bin, Riccardo; Sauerbrei, Willi; Boulesteix, Anne-Laure (2013)
  Investigating the prediction ability of survival models based on both clinical and omics data: two case studies
  (Volltext vorhanden)
  
• Fuchs, Mathias; Hornung, Roman; De Bin, Riccardo; Boulesteix, Anne-Laure (2013)
  A U-statistic estimator for the variance of resampling-based error estimators
  (Volltext vorhanden)
  
• Hapfelmeier, Alexander; Ulm, Kurt (2013)
  Variable selection with Random Forests for missing data
  (Volltext vorhanden)
  
• Heinzl, Felix; Tutz, Gerhard (2013)
  Clustering in Additive Mixed Models with Approximate Dirichlet Process Mixtures using the EM Algorithm
  (Volltext vorhanden)
  
• Jelizarow, Monika; Cieza, Alarcos; Mansmann, Ulrich (2013)
  Global permutation tests for multivariate ordinal data: alternatives, test statistics, and the null dilemma
  (Volltext vorhanden)
  
• Kalus, Stefanie; Sämann, Philipp; Czisch, Michael; Fahrmeir, Ludwig (2013)
  fMRI activation detection with EEG priors
  (Volltext vorhanden)
  
• Kato, Mika; Mittnik, Stefan; Samaan, Daniel; Semmler, Willi (2013)
  Employment and Output Effects of Climate Policies
  (Volltext vorhanden)
  
• Kopf, Julia; Zeileis, Achim; Strobl, Carolin (2013)
  Anchor selection strategies for DIF analysis: Review, assessment, and new approaches
  (Volltext vorhanden)
  
• Kopf, Julia; Zeileis, Achim; Strobl, Carolin (2013)
  Anchor methods for DIF detection: A comparison of the iterative forward, backward, constant and all-other anchor class
  (Volltext vorhanden)
  
• Oelker, Margret-Ruth; Tutz, Gerhard (2013)
  A General Family of Penalties for Combining Differing Types of Penalties in Generalized Structured Models
  (Volltext vorhanden)
  
• Schollmeyer, Georg; Augustin, Thomas (2013)
  On Sharp Identification Regions for Regression Under Interval Data
  (Volltext vorhanden)
  
• Tutz, Gerhard; Petry, Sebastian (2013)
  Generalized Additive Models with Unknown Link Function Including Variable Selection
  (Volltext vorhanden)
  
• Unkel, Steffen; Gower, John C.; Trendafilov, Nickolay T. (2013)
  On the Procrustean analogue of individual differences scaling (INDSCAL)
  (Volltext vorhanden)
  

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2012

• Boulesteix, Anne-Laure; Janitza, Silke; Kruppa, Jochen; König, Inke R. (2012)
  Overview of Random Forest Methodology and Practical Guidance with Emphasis on Computational Biology and Bioinformatics
  (Volltext vorhanden)
  
• Cattaneo, Marco E. G. V. (2012)
  Likelihood decision functions
  (Volltext vorhanden)
  
• Cattaneo, Marco E. G. V.; Wiencierz, Andrea (2012)
  On the implementation of LIR: the case of simple linear regression with interval data
  (Volltext vorhanden)
  
• Gertheiss, Jan; Goldsmith, Jeff; Crainiceanu, Ciprian; Greven, Sonja (2012)
  Longitudinal Scalar-on-Function Regression with Application to Tractography Data
  (Volltext vorhanden)
  
• Guillemot, Vincent; Bender, Andreas; Boulesteix, Anne-Laure (2012)
  iPACOSE: an iterative algorithm for the estimation of gene regulation networks
  (Volltext vorhanden)
  
• Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt (2012)
  Random Forest variable importance with missing data
  (Volltext vorhanden)
  
• Heinzl, Felix; Tutz, Gerhard (2012)
  Clustering in linear mixed models with a group fused lasso penalty
  (Volltext vorhanden)
  
• Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias (2012)
  Model-based Boosting in R: A Hands-on Tutorial Using the R Package mboost
  (Volltext vorhanden)
  
• Janitza, Silke; Strobl, Carolin; Boulesteix, Anne-Laure (2012)
  An AUC-based Permutation Variable Importance Measure for Random Forests
  (Volltext vorhanden)
  
• Mittnik, Stefan; Robinzonov, Nikolay; Spindler, Martin (2012)
  Boosting the Anatomy of Volatility
  (Volltext vorhanden)
  
• Oelker, Margret-Ruth; Gertheiss, Jan; Tutz, Gerhard (2012)
  Regularization and Model Selection with Categorial Predictors and Effect Modifiers in Generalized Linear Models
  (Volltext vorhanden)
  
• Seiler, Christian; Heumann, Christian (2012)
  Microdata Imputations and Macrodata Implications: Evidence from the Ifo Business Survey
  (Volltext vorhanden)
  
• Sommer, Julia C.; Gertheiss, Jan; Schmid, Volker J. (2012)
  Spatially regularized estimation for the analysis of DCE-MRI data
  (Volltext vorhanden)
  
• Tutz, Gerhard; Pößnecker, Wolfgang; Uhlmann, Lorenz (2012)
  Variable Selection in General Multinomial Logit Models
  (Volltext vorhanden)
  
• Tutz, Gerhard; Schauberger, Gunther (2012)
  A Penalty Approach to Differential Item Functioning in Rasch Models
  (Volltext vorhanden)
  
• Tutz, Gerhard; Schauberger, Gunther (2012)
  Visualization of Categorical Response Models - from Data Glyphs to Parameter Glyphs
  (Volltext vorhanden)
  
• Walter, Gero (2012)
  A Technical Note on the Dirichlet-Multinomial Model. The Dirichlet Distribution as the Canonically Constructed Conjugate Prior
  (Volltext vorhanden)
  

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2011

• Bernau, Christoph; Augustin, Thomas; Boulesteix, Anne-Laure (2011)
  Correcting the optimally selected resampling-based error rate: A smooth analytical alternative to nested cross-validation
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Bender, Andreas; Lorenzo Bermejo, Justo; Strobl, Carolin (2011)
  Random forest Gini importance favors SNPs with large minor allele frequency
  , 3 (Volltext vorhanden)
  
• Cattaneo, Marco E. G. V.; Wiencierz, Andrea (2011)
  Likelihood-based Imprecise Regression
  (Volltext vorhanden)
  
• Cattaneo, Marco E. G. V.; Wiencierz, Andrea (2011)
  Robust regression with imprecise data
  (Volltext vorhanden)
  
• Eugster, Manuel J. A. (2011)
  Archetypal Athletes
  (Volltext vorhanden)
  
• Groll, Andreas; Tutz, Gerhard (2011)
  Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting
  (Volltext vorhanden)
  
• Groll, Andreas; Tutz, Gerhard (2011)
  Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation
  (Volltext vorhanden)
  
• Guillemot, Vincent; Jelizarow, Monika; Tenenhaus, Arthur; Boulesteix, Anne-Laure (2011)
  SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data
  (Volltext vorhanden)
  
• Guillemot, Vincent; Jelizarow, Monika; Tenenhaus, Arthur; Boulesteix, Anne-Laure (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 (Volltext vorhanden)
  
• Heinzl, Felix; Tutz, Gerhard (2011)
  Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm
  (Volltext vorhanden)
  
• Kaiser, Sebastian; Träger, Dominik; Leisch, Friedrich (2011)
  Generating Correlated Ordinal Random Values
  (Volltext vorhanden)
  
• Petry, Sebastian; Flexeder, Claudia; Tutz, Gerhard (2011)
  Pairwise Fused Lasso
  (Volltext vorhanden)
  
• Petry, Sebastian; Tutz, Gerhard (2011)
  The OSCAR for Generalized Linear Models
  (Volltext vorhanden)
  
• Shalabh, Shalabh; Heumann, Christian (2011)
  Simultaneous Prediction of Actual and Average Values of Study Variable Using Stein-rule Estimators
  (Volltext vorhanden)
  
• Ulbricht, Jan; Tutz, Gerhard (2011)
  Combining Quadratic Penalization and Variable Selection via Forward Boosting
  (Volltext vorhanden)
  
• Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut (2011)
  Restricted Likelihood Ratio Testing in Linear Mixed Models with General Error Covariance Structure
  (Volltext vorhanden)
  
• Zahid, Faisal Maqbool (2011)
  Ordinal Ridge Regression with Categorical Predictors
  (Volltext vorhanden)
  
• Zahid, Faisal Maqbool; Heumann, Christian (2011)
  Regularized Proportional Odds Models
  (Volltext vorhanden)
  
• Zahid, Faisal Maqbool; Tutz, Gerhard (2011)
  Proportional Odds Models with High-dimensional Data Structure
  (Volltext vorhanden)
  

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2010

• Ahmad, M. Rauf (2010)
  Tests for covariance matrices, particularly for high dimensional data
  (Volltext vorhanden)
  
• Ali, Mehboob; Kauermann, Göran Second Phase Sample Selection For Repeated Survey
  (Volltext vorhanden)
  
• Bernau, Christoph; Boulesteix, Anne-Laure (2010)
  Variable Selection and Parameter Tuning in High-Dimensional Prediction
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Sauerbrei, Willi (2010)
  Added predictive value of high-throughput molecular data to clinical data, and its validation
  , 3 (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Vincent, Guillemot; Willi, Sauerbrei (2010)
  Use of pre-transformation to cope with outlying values in important candidate genes
  (Volltext vorhanden)
  
• Eugster, Manuel J. A.; Gertheiss, Jan; Kaiser, Sebastian (2010)
  Having the Second Leg At Home - Advantage in the UEFA Champions League Knockout Phase?
  (Volltext vorhanden)
  
• Eugster, Manuel J. A.; Leisch, Friedrich (2010)
  Weighted and Robust Archetypal Analysis
  (Volltext vorhanden)
  
• Eugster, Manuel J. A.; Leisch, Friedrich; Strobl, Carolin (2010)
  (Psycho-)Analysis of Benchmark Experiments. A Formal Framework for Investigating the Relationship between Data Sets and Learning Algorithms
  (Volltext vorhanden)
  
• Gertheiss, Jan; Kärcher, Julia C.; Schmid, Volker J. (2010)
  Analysis of DCE-MRI Data using a Nonnegative Elastic Net
  (Volltext vorhanden)
  
• Gertheiss, Jan; Tutz, Gerhard (2010)
  Regularization and Model Selection with Categorial Effect Modifiers
  (Volltext vorhanden)
  
• Kopf, Julia; Augustin, Thomas; Strobl, Carolin (2010)
  The potential of model-based recursive partitioning in the social sciences - Revisiting Ockham's Razor
  (Volltext vorhanden)
  
• Kunz, Anne; Augustin, Thomas; Küchenhoff, Helmut (2010)
  Partially Identified Prevalence Estimation under Misclassification using the Kappa Coefficient
  (Volltext vorhanden)
  
• Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas; Schmid, Matthias (2010)
  GAMLSS for high-dimensional data – a flexible approach based on boosting
  (Volltext vorhanden)
  
• Meyer, Sebastian; Elias, Johannes; Höhle, Michael (2010)
  A space-time conditional intensity model for infectious disease occurence
  , 2 (Volltext vorhanden)
  
• Mohajer, Mojgan; Englmeier, Karl-Hans; Schmid, Volker J. (2010)
  A comparison of Gap statistic definitions with and without logarithm function
  (Volltext vorhanden)
  
• Monika, Jelizarow; Vincent, Guillemot; Arthur, Tenenhaus; Korbinian, Strimmer; Anne-Laure, Boulesteix (2010)
  Over-optimism in bioinformatics: an illustration
  (Volltext vorhanden)
  
• Rieger, Anna; Hothorn, Torsten; Strobl, Carolin (2010)
  Random Forests with Missing Values in the Covariates
  (Volltext vorhanden)
  
• Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten (2010)
  Boosting Techniques for Nonlinear Time Series Models
  (Volltext vorhanden)
  
• Scheipl, Fabian (2010)
  Normal-Mixture-of-Inverse-Gamma Priors for Bayesian Regularization and Model Selection in Structured Additive Regression Models
  (Volltext vorhanden)
  
• Schmid, Matthias; Hothorn, Torsten; Maloney, K. O.; Weller, D. E.; Potapov, Sergej (2010)
  Geoadditive Regression Modeling of Stream Biological Condition
  (Volltext vorhanden)
  
• Schmid, Volker J. (2010)
  Spatio-Temporal Modelling of Perfusion Cardiovascular MRI
  (Volltext vorhanden)
  
• Seiler, Christian (2010)
  Dynamic modelling of Nonresponse in Business Surveys
  (Volltext vorhanden)
  
• Strobl, Carolin; Kopf, Julia; Zeileis, Achim (2010)
  A new method for detecting differential item functioning in the Rasch model
  (Volltext vorhanden)
  
• Tutz, Gerhard; Groll, Andreas (2010)
  Binary and Ordinal Random Effects Models Including Variable Selection
  (Volltext vorhanden)
  
• Tutz, Gerhard; Petry, Sebastian (2010)
  Nonparametric Estimation of the Link Function Including Variable Selection
  (Volltext vorhanden)
  
• Zahid, Faisal Maqbool; Tutz, Gerhard (2010)
  Multinomial Logit Models with Implicit Variable Selection
  (Volltext vorhanden)
  

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2009

• Adebayo, Samson B.; Fahrmeir, Ludwig; Seiler, Christian (2009)
  Geoadditive Latent Variable Modelling of Count Data on Multiple Sexual Partnering in Nigeria
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Hothorn, Torsten (2009)
  Testing the additional predictive value of high-dimensional molecular data
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Slawski, Martin (2009)
  Stability and aggregation of ranked gene lists
  (Volltext vorhanden)
  
• Boulesteix, Anne-Laure; Strobl, Carolin (2009)
  Optimal classifier selection and negative bias in error rate estimation: An empirical study on high-dimensional prediction
  (Volltext vorhanden)
  
• Dolnicar, Sara; Leisch, Friedrich (2009)
  Evaluation of Structure and Reproducibility of Cluster Solutions Using the Bootstrap
  (Volltext vorhanden)
  
• Eugster, Manuel J. A.; Leisch, Friedrich (2009)
  Exploratory Analysis of Benchmark Experiments -- An Interactive Approach
  (Volltext vorhanden)
  
• Fenske, Nora; Kneib, Thomas; Hothorn, Torsten (2009)
  Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression
  (Volltext vorhanden)
  
• Gertheiss, Jan; Hogger, Sara; Oberhauser, Cornelia; Tutz, Gerhard (2009)
  Selection of Ordinally Scaled Independent Variables
  (Volltext vorhanden)
  
• Gertheiss, Jan; Tutz, Gerhard (2009)
  Sparse Modeling of Categorial Explanatory Variables
  , 4 (Volltext vorhanden)
  
• Heinzl, Felix; Kneib, Thomas; Fahrmeir, Ludwig (2009)
  Additive mixed models with Dirichlet process mixture and P-spline priors
  (Volltext vorhanden)
  
• Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas; Schmid, Matthias (2009)
  A Framework for Unbiased Model Selection Based on Boosting
  (Volltext vorhanden)
  
• Kneib, Thomas; Konrath, Susanne; Fahrmeir, Ludwig (2009)
  High-dimensional Structured Additive Regression Models: Bayesian Regularisation, Smoothing and Predictive Performance
  (Volltext vorhanden)
  
• Knüsel, Leo (2009)
  The General Linear Model and the Generalized Singular Value Decomposition; Some Examples
  (Volltext vorhanden)
  
• Knüsel, Leo (2009)
  The General Linear Model and the Generalized Singular Value Decomposition
  (Volltext vorhanden)
  
• Krämer, Nicole; Schäfer, Juliane; Boulesteix, Anne-Laure (2009)
  Regularized estimation of large-scale gene association networks using graphical Gaussian models
  (Volltext vorhanden)
  
• Leisch, Friedrich (2009)
  Neighborhood Graphs, Stripes and Shadow Plots for Cluster Visualization
  (Volltext vorhanden)
  
• Oppel, Steffen; Strobl, Carolin; Huettmann, Falk (2009)
  Alternative methods to quantify variable importance in ecology
  (Volltext vorhanden)
  
• Petry, Sebastian; Tutz, Gerhard (2009)
  Shrinkage and Variable Selection by Polytopes
  (Volltext vorhanden)
  
• Scharl, Theresa; Grün, Bettina; Leisch, Friedrich (2009)
  Mixtures of Regression Models for Time-Course Gene Expression Data: Evaluation of Initialization and Random Effects
  (Volltext vorhanden)
  
• Scharl, Theresa; Voglhuber, Ingo; Leisch, Friedrich (2009)
  Exploratory and Inferential Analysis of Gene Cluster Neighborhood Graphs
  (Volltext vorhanden)
  
• Schmidberger, Markus; Morgan, Martin; Eddelbuettel, Dirk; Yu, Hao; Tierney, Luke; Mansmann, Ulrich (2009)
  State-of-the-Art in Parallel Computing with R
  , 1 (Volltext vorhanden)
  
• Slawski, Martin; Castell, Wolfgang zu; Tutz, Gerhard (2009)
  Feature Selection Guided by Structural Information
  (Volltext vorhanden)
  
• Strobl, Carolin; Hothorn, Torsten; Zeileis, Achim (2009)
  Party on!. A New, Conditional Variable Importance Measure for Random Forests Available in the party Package
  (Volltext vorhanden)
  
• Strobl, Carolin; Malley, James; Tutz, Gerhard (2009)
  An Introduction to Recursive Partitioning: Rationale, Application and Characteristics of Classification and Regression Trees, Bagging and Random Forests
  (Volltext vorhanden)
  
• Strobl, Carolin; Wickelmaier, Florian; Zeileis, Achim (2009)
  Accounting for Individual Differences in Bradley-Terry Models by Means of Recursive Partitioning
  (Volltext vorhanden)
  
• Walter, Gero; Augustin, Thomas (2009)
  Bayesian Linear Regression. Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict
  (Volltext vorhanden)
  
• Zahid, Faisal Maqbool; Tutz, Gerhard (2009)
  Ridge Estimation for Multinomial Logit Models with Symmetric Side Constraints
  (Volltext vorhanden)
  

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2008

• Cattaneo, Marco E. G. V. (2008)
  Probabilistic-possibilistic belief networks
  (Volltext vorhanden)
  
• Eugster, Manuel J. A.; Hothorn, Torsten; Leisch, Friedrich (2008)
  Exploratory and Inferential Analysis of Benchmark Experiments
  (Volltext vorhanden)
  
• Eugster, Manuel J. A.; Leisch, Friedrich (2008)
  Spider-Man, the Child and the Trickster -- Archetypal Analysis in R
  (Volltext vorhanden)
  
• Eugster, Manuel J. A.; Leisch, Friedrich (2008)
  Bench Plot and Mixed Effects Models: First steps toward a comprehensive benchmark analysis toolbox
  (Volltext vorhanden)
  
• Fahrmeir, Ludwig; Khatab, Khaled (2008)
  Geoadditive Latent Variable Modelling of Child Morbidity and Malnutrition in Nigeria
  (Volltext vorhanden)
  
• Fenske, Nora; Fahrmeir, Ludwig; Rzehak, Peter; Höhle, Michael (2008)
  Detection of risk factors for obesity in early childhood with quantile regression methods for longitudinal data
  (Volltext vorhanden)
  
• Gertheiss, Jan; Tutz, Gerhard (2008)
  Feature Selection and Weighting by Nearest Neighbor Ensembles
  (Volltext vorhanden)
  
• Gertheiss, Jan; Tutz, Gerhard (2008)
  Penalized Regression with Ordinal Predictors
  , 3 (Volltext vorhanden)
  
• Grün, Bettina; Leisch, Friedrich (2008)
  Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects
  (Volltext vorhanden)
  
• Grün, Bettina; Leisch, Friedrich (2008)
  Dealing with Label Switching in Mixture Models Under Genuine Multimodality
  In: Journal of Multivariate Analysis, Vol. 100, Nr. 5: S. 851-861 (Volltext vorhanden)
  
• Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas (2008)
  Variable Selection and Model Choice in Structured Survival Models
  (Volltext vorhanden)
  
• Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang; Küchenhoff, Helmut (2008)
  Building Cox-Type Structured Hazard Regression Models with Time-Varying Effects
  (Volltext vorhanden)
  
• Hothorn, Torsten; Bretz, Frank; Westfall, Peter (2008)
  Simultaneous Inference in General Parametric Models
  (Volltext vorhanden)
  
• Höhle, Michael (2008)
  Spatio-temporal epidemic modelling using additive-multiplicative intensity models
  (Volltext vorhanden)
  
• Kaiser, Sebastian; Leisch, Friedrich (2008)
  A Toolbox for Bicluster Analysis in R
  (Volltext vorhanden)
  
• Khatab, Khaled; Fahrmeir, Ludwig (2008)
  Analysis of Childhood Morbidity with Geoadditive Probit and Latent Variable Model: A case study for Egypt
  (Volltext vorhanden)
  
• Knüsel, Leo (2008)
  Factor Analysis: Chisquare as Rotation Criterion
  (Volltext vorhanden)
  
• Knüsel, Leo (2008)
  Singulärwert-Zerlegung und Methode der kleinsten Quadrate
  (Volltext vorhanden)
  
• Konrath, Susanne; Kneib, Thomas; Fahrmeir, Ludwig (2008)
  Bayesian Regularisation in Structured Additive Regression Models for Survival Data
  (Volltext vorhanden)
  
• Leisch, Friedrich (2008)
  Creating R Packages: A Tutorial
  In: Brito, Paula (Hrsg.): Compstat 2008 - Proceedings in Computational Statistics. Heidelberg, Germany: Physica-Verlag (Volltext vorhanden)
  
• Leisch, Friedrich (2008)
  Modelling Background Noise in Finite Mixtures of Generalized Linear Regression Models
  In: Brito, Paula (Hrsg.): Compstat 2008 - Proceedings in Computational Statistics. Heidelberg, Germany: Physica-Verlag. S. 385-396 (Volltext vorhanden)
  
• Leitenstorfer, Florian; Tutz, Gerhard (2008)
  Estimation of Single-Index Models Based on Boosting Techniques
  (Volltext vorhanden)
  
• Scharl, Theresa; Leisch, Friedrich (2008)
  Visualizing Gene Clusters using Neighborhood Graphs in R
  (Volltext vorhanden)
  
• Scheipl, Fabian; Kneib, Thomas (2008)
  Locally Adaptive Bayesian P-Splines with a Normal-Exponential-Gamma Prior
  (Volltext vorhanden)
  
• Schmid, Matthias; Hothorn, Torsten (2008)
  Flexible Boosting of Accelerated Failure Time Models
  (Volltext vorhanden)
  
• Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette; Hothorn, Torsten (2008)
  Estimation and Regularization Techniques for Regression Models with Multidimensional Prediction Functions
  (Volltext vorhanden)
  
• Schmid, Matthias; Schneeweiß, Hans (2008)
  The Effect of Microaggregation by Individual Ranking on the Estimation of Moments
  (Volltext vorhanden)
  
• Schneeweiß, Hans; Komlos, John (2008)
  Probabilistic Rounding and Sheppard's Correction
  (Volltext vorhanden)
  
• Slawski, Martin; Daumer, Martin; Boulesteix, Anne-Laure (2008)
  CMA - A comprehensive Bioconductor package for supervised classification with high dimensional data
  (Volltext vorhanden)
  
• Strobl, Carolin; Boulesteix, Anne-Laure; Kneib, Thomas; Augustin, Thomas; Zeileis, Achim (2008)
  Conditional Variable Importance for Random Forests
  (Volltext vorhanden)
  
• Strobl, Carolin; Zeileis, Achim (2008)
  Danger: High Power! – Exploring the Statistical Properties of a Test for Random Forest Variable Importance
  (Volltext vorhanden)