Technical Reports
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2021
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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)
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Fütterer, Cornelia; Nalenz, Malte; Augustin, Thomas
(2021)
Discriminative Power Lasso - Incorporating Discriminative Power of Genes into Regularization-Based Variable Selection
(Volltext vorhanden)
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Hornung, Roman; Boulesteix, Anne-Laure
(2021)
Interaction Forests: Identifying and exploiting interpretable quantitative and qualitative interaction effects
(Volltext vorhanden)
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Nalenz, Malte; Augustin, Thomas
(2021)
Cultivated Random Forests: Robust Decision Tree Learning through Tree Structured Ensembles
(Volltext vorhanden)
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Schwaferts, Patrick
(2021)
Updating Consistency in Bayes Factors
(Volltext vorhanden)
2020
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Hornung, Roman
(2020)
Diversity Forests: Using Split Sampling to Allow for Complex Split Procedures in Random Forest
(Volltext vorhanden)
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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)
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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)
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Razzak, Humera; Heumann, Christian
(2020)
Application of Iterative Hybrid MI Approach to Household Survey Data with Complex Dependency Structures
(Volltext vorhanden)
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Razzak, Humera; Heumann, Christian
(2020)
The ability of different imputation methods to capture complex dependencies in high dimensions
(Volltext vorhanden)
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Razzak, Humera; Heumann, Christian
(2020)
A hybrid technique for the multiple imputation of survey data
(Volltext vorhanden)
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Schwaferts, Patrick; Augustin, Thomas
(2020)
Bayesian Decisions using Regions of Practical Equivalence (ROPE): Foundations
(Volltext vorhanden)
2019
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Endres, Eva; Augustin, Thomas
(2019)
Utilizing log-linear Markov networks to integrate categorical data files
(Volltext vorhanden)
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Endres, Eva; Newger, Katrin; Augustin, Thomas
(2019)
Binary data fusion using undirected probabilistic graphical models: Combining statisticalmatching and the Ising model
(Volltext vorhanden)
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Mauerer, Ingrid; Schneider, Micha
(2019)
Uncertainty in Issue Placements and Spatial Voting
(Volltext vorhanden)
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Razzak, Humera; Heumann, Christian
(2019)
Predictive performance of a hybrid technique for the multiple imputation of survey data
(Volltext vorhanden)
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Schneider, Micha
(2019)
Dealing with Heterogeneity in Discrete Survival Analysis using the Cure Model
(Volltext vorhanden)
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Schneider, Micha; Pößnecker, Wolfgang; Tutz, Gerhard
(2019)
Variable Selection in Mixture Models with an Uncertainty Component
(Volltext vorhanden)
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Schüller, Nicole; Boulesteix, Anne-Laure; Bischl, Bernd; Unger, Kristian; Hornung, Roman
(2019)
Improved outcome prediction across data sources through robust parameter tuning
(Volltext vorhanden)
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Tutz, Gerhard
(2019)
Modelling Heterogeneity: On the Problem of Group Comparisons with Logistic Regression and the Potential of the Heterogeneous Choice Model
(Volltext vorhanden)
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Tutz, Gerhard; Draxler, Clemens
(2019)
A Common Framework for Classical and Tree-Based Item Response Models Including Extended Hierarchically Structured Models
(Volltext vorhanden)
2018
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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)
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Hornung, Roman; Wright, Marvin N.
(2018)
Block Forests: random forests for blocks of clinical and omics covariate data
(Volltext vorhanden)
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Janse, Christoph; Schollmeyer, Georg; Augustin, Thomas
(2018)
Quantifying Degrees of E-admissibility in Decision Making with Imprecise Probabilities
(Volltext vorhanden)
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Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas
(2018)
Concepts for Decision Making under Severe Uncertainty with Partial Ordinal and Partial Cardinal Preferences
(Volltext vorhanden)
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Tutz, Gerhard
(2018)
On the Construction of Adjacent Categories Latent Trait Models from Binary Variables, Motivating Processes and the Interpretation of Parameters
(Volltext vorhanden)
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Tutz, Gerhard; Schauberger, Gunther
(2018)
Uncertainty as Response Style in Latent Trait Models
217 (Volltext vorhanden)
2017
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Couronné, Raphael; Probst, Philipp; Boulesteix, Anne-Laure
(2017)
Random forest versus logistic regression: a large-scale benchmark experiment
(Volltext vorhanden)
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Drießlein, David; Küchenhoff, Helmut; Tutz, Gerhard; Wippert, Pia Maria
(2017)
Variable Selection and Inference in a follow-up Study on Back Pain
(Volltext vorhanden)
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Drießlein, David; Küchenhoff, Helmut; Tutz, Gerhard; Wippert, Pia Maria
(2017)
Variable selection and inference in a follow-up study on back pain
(Volltext vorhanden)
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Hornung, Roman
(2017)
Ordinal Forests
(Volltext vorhanden)
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Janitza, Silke
(2017)
On the overestimation of random forest’s out-of-bag error
(Volltext vorhanden)
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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)
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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)
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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)
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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)
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Schollmeyer, Georg
(2017)
Application of lower quantiles for complete lattices to ranking data: analyzing outlyingness of preference orderings
(Volltext vorhanden)
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Schollmeyer, Georg
(2017)
Lower quantiles for complete lattices
(Volltext vorhanden)
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Schollmeyer, Georg; Jansen, Christoph; Augustin, Thomas
(2017)
A simple descriptive method for multidimensional item response theory based on stochastic dominance
(Volltext vorhanden)
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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)
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Tutz, Gerhard; Schneider, Micha
(2017)
Mixture Models for Ordinal Responses with a Flexible Uncertainty Component
(Volltext vorhanden)
2016
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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)
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Bender, A.; Scheipl, F.; Küchenhoff, H.; Hartl, W.; Day, A.
(2016)
Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models
(Volltext vorhanden)
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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)
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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)
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Engelhardt, Alexander; Rieger, Anna; Tresch, Achim; Mansmann, Ulrich
(2016)
Efficient Maximum Likelihood Estimation for Pedigree Data with the Sum-Product Algorithm
(Volltext vorhanden)
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Fuchs, Mathias; Jiang, Xiaoyu; Anne-Laure, Boulesteix
(2016)
The computationally optimal test set size in simulation studies on supervised learning
(Volltext vorhanden)
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Groll, Andreas; Hastie, Trevor; Tutz, Gerhard
(2016)
Regularization in Cox Frailty Models
(Volltext vorhanden)
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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)
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Hornung, Roman; Causeur, David; Bernau, Christoph; Boulesteix, Anne-Laure
(2016)
Improving cross-study prediction through addon batch effect adjustment and addon normalization
(Volltext vorhanden)
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Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas
(2016)
A Probabilistic Evaluation Framework for Preference Aggregation Reflecting Group Homogeneity
(Volltext vorhanden)
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Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas
(2016)
Probabilistic Evaluation of Preference Aggregation Functions: A Statistical Approach in Social Choice Theory
(Volltext vorhanden)
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Pößnecker, Wolfgang; Tutz, Gerhard
(2016)
A General Framework for the Selection of Effect Type in Ordinal Regression
(Volltext vorhanden)
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Schauberger, Gunther; Groll, Andreas; Tutz, Gerhard
(2016)
Modeling Football Results in the German Bundesliga Using Match-specific Covariates
(Volltext vorhanden)
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Seibold, Heidi; Bernau, Christoph; Boulesteix, Anne-Laure; De Bin, Riccardo
(2016)
On the choice and influence of the number of boosting steps
(Volltext vorhanden)
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Tutz, Gerhard; Moritz, Berger
(2016)
Separating Location and Dispersion in Ordinal Regression Models
(Volltext vorhanden)
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Tutz, Gerhard; Schauberger, Gunther; Berger, Moritz
(2016)
Response Styles in the Partial Credit Model
(Volltext vorhanden)
2015
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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)
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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)
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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)
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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)
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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)
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Hornung, Roman; Boulesteix, Anne-Laure; Causeur, David
(2015)
Combining location-and-scale batch effect adjustment with data cleaning by latent factor adjustment
(Volltext vorhanden)
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Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure
(2015)
A computationally fast variable importance test for random forests for high-dimensional data
(Volltext vorhanden)
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Janitza, Silke; Tutz, Gerhard
(2015)
Prediction Models for Time Discrete Competing Risks
(Volltext vorhanden)
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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)
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Schauberger, Gunther; Tutz, Gerhard
(2015)
Modelling Heterogeneity in Paired Comparison Data - an L1 Penalty Approach with an Application to Party Preference Data
(Volltext vorhanden)
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Scheipl, Fabian; Greven, Sonja
(2015)
Identifiability in penalized function-on-function regression models
(Volltext vorhanden)
2014
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Abou El-Komboz, Basil; Zeileis, Achim; Strobl, Carolin
(2014)
Detecting Differential Item and Step Functioning with Rating Scale and Partial Credit Trees
(Volltext vorhanden)
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Casalicchio, Giuseppe; Tutz, Gerhard; Schauberger, Gunther
(2014)
Subject-specific Bradley-Terry-Luce Models with Implicit Variable Selection
(Volltext vorhanden)
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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)
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De Bin, Riccardo; Janitza, Silke; Sauerbrei, Willi; Boulesteix, Anne-Laure
(2014)
Subsampling versus bootstrapping in resampling-based model selection for multivariable regression
(Volltext vorhanden)
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De Bin, Riccardo; Sartori, Nicola; Severini, Thomas A.
(2014)
Integrated likelihoods in models with stratum nuisance parameters
(Volltext vorhanden)
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De Bin, Riccardo; Scarpa, Bruno
(2014)
Non-parametric Bayesian modeling of cervical mucus symptom
(Volltext vorhanden)
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Fuchs, Mathias; Krautenbacher, Norbert
(2014)
Minimization and estimation of the variance of prediction errors for cross-validation designs
(Volltext vorhanden)
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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)
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Hess, Wolfgang; Tutz, Gerhard; Gertheiss, Jan
(2014)
A Flexible Link Function for Discrete-Time Duration Models
(Volltext vorhanden)
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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)
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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)
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Janitza, Silke; Tutz, Gerhard; Boulesteix, Anne-Laure
(2014)
Random Forests for Ordinal Response Data: Prediction and Variable Selection
(Volltext vorhanden)
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Jelizarow, Monika; Mansmann, Ulrich; Goeman, Jelle J.
(2014)
A Cochran-Armitage-type and a score-free global test for multivariate ordinal data
(Volltext vorhanden)
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Laubender, Rüdiger P.; Mansmann, Ulrich
(2014)
Estimating individual treatment effects from responses and a predictive biomarker in a parallel group RCT
(Volltext vorhanden)
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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)
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Möst, Stephanie; Pößnecker, Wolfgang; Tutz, Gerhard
(2014)
Variable Selection for Discrete Competing Risks Models
(Volltext vorhanden)
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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)
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Schneeweiß, Hans
(2014)
The linear GMM model with singular covariance matrix due to the elimination of a nuisance parameter
(Volltext vorhanden)
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Thurner, Paul W.; Klima, André; Küchenhoff, Helmut
(2014)
Agricultural Structure and the Rise of the Nazi Party reconsidered
(Volltext vorhanden)
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Tutz, Gerhard; Groll, Andreas
(2014)
Variable Selection in Discrete Survival Models Including Heterogeneity
(Volltext vorhanden)
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Tutz, Gerhard; Moritz, Berger
(2014)
Tree-Structured Modelling of Categorical Predictors in Regression
(Volltext vorhanden)
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Tutz, Gerhard; Oelker, Margret-Ruth
(2014)
Modeling Clustered Heterogeneity: Fixed Effects, Random Effects and Mixtures
(Volltext vorhanden)
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Tutz, Gerhard; Ramzan, Shahla
(2014)
Improved Methods for the Imputation of Missing Data by Nearest Neighbor Methods
(Volltext vorhanden)
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Tutz, Gerhard; Schauberger, Gunther
(2014)
Extended Ordered Paired Comparison Models with Application to Football Data from German Bundesliga
(Volltext vorhanden)
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Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico
(2014)
Mixture Models for Ordinal Responses to Account for Uncertainty of Choice
(Volltext vorhanden)
2013
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Abedieh, Jasmin; Groll, Andreas; Eugster, Manuel J. A.
(2013)
Measuring Concentration in Data with an Exogenous Order
(Volltext vorhanden)
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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)
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Boulesteix, Anne-Laure; Lauer, Sabine; Eugster, Manuel J. A.
(2013)
A plea for neutral comparison studies in computational sciences
(Volltext vorhanden)
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Cattaneo, Marco E. G. V.
(2013)
On maxitive integration
(Volltext vorhanden)
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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)
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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)
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Hapfelmeier, Alexander; Ulm, Kurt
(2013)
Variable selection with Random Forests for missing data
(Volltext vorhanden)
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Heinzl, Felix; Tutz, Gerhard
(2013)
Clustering in Additive Mixed Models with Approximate Dirichlet Process Mixtures using the EM Algorithm
(Volltext vorhanden)
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Jelizarow, Monika; Cieza, Alarcos; Mansmann, Ulrich
(2013)
Global permutation tests for multivariate ordinal data: alternatives, test statistics, and the null dilemma
(Volltext vorhanden)
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Kalus, Stefanie; Sämann, Philipp; Czisch, Michael; Fahrmeir, Ludwig
(2013)
fMRI activation detection with EEG priors
(Volltext vorhanden)
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Kato, Mika; Mittnik, Stefan; Samaan, Daniel; Semmler, Willi
(2013)
Employment and Output Effects of Climate Policies
(Volltext vorhanden)
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Kopf, Julia; Zeileis, Achim; Strobl, Carolin
(2013)
Anchor selection strategies for DIF analysis: Review, assessment, and new approaches
(Volltext vorhanden)
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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)
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Oelker, Margret-Ruth; Tutz, Gerhard
(2013)
A General Family of Penalties for Combining Differing Types of Penalties in Generalized Structured Models
(Volltext vorhanden)
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Schollmeyer, Georg; Augustin, Thomas
(2013)
On Sharp Identification Regions for Regression Under Interval Data
(Volltext vorhanden)
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Tutz, Gerhard; Petry, Sebastian
(2013)
Generalized Additive Models with Unknown Link Function Including Variable Selection
(Volltext vorhanden)
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Unkel, Steffen; Gower, John C.; Trendafilov, Nickolay T.
(2013)
On the Procrustean analogue of individual differences scaling (INDSCAL)
(Volltext vorhanden)
2012
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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)
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Cattaneo, Marco E. G. V.
(2012)
Likelihood decision functions
(Volltext vorhanden)
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Cattaneo, Marco E. G. V.; Wiencierz, Andrea
(2012)
On the implementation of LIR: the case of simple linear regression with interval data
(Volltext vorhanden)
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Gertheiss, Jan; Goldsmith, Jeff; Crainiceanu, Ciprian; Greven, Sonja
(2012)
Longitudinal Scalar-on-Function Regression with Application to Tractography Data
(Volltext vorhanden)
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Guillemot, Vincent; Bender, Andreas; Boulesteix, Anne-Laure
(2012)
iPACOSE: an iterative algorithm for the estimation of gene regulation networks
(Volltext vorhanden)
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Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt
(2012)
Random Forest variable importance with missing data
(Volltext vorhanden)
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Heinzl, Felix; Tutz, Gerhard
(2012)
Clustering in linear mixed models with a group fused lasso penalty
(Volltext vorhanden)
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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)
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Janitza, Silke; Strobl, Carolin; Boulesteix, Anne-Laure
(2012)
An AUC-based Permutation Variable Importance Measure for Random Forests
(Volltext vorhanden)
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Mittnik, Stefan; Robinzonov, Nikolay; Spindler, Martin
(2012)
Boosting the Anatomy of Volatility
(Volltext vorhanden)
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Oelker, Margret-Ruth; Gertheiss, Jan; Tutz, Gerhard
(2012)
Regularization and Model Selection with Categorial Predictors and Effect Modifiers in Generalized Linear Models
(Volltext vorhanden)
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Seiler, Christian; Heumann, Christian
(2012)
Microdata Imputations and Macrodata Implications: Evidence from the Ifo Business Survey
(Volltext vorhanden)
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Sommer, Julia C.; Gertheiss, Jan; Schmid, Volker J.
(2012)
Spatially regularized estimation for the analysis of DCE-MRI data
(Volltext vorhanden)
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Tutz, Gerhard; Pößnecker, Wolfgang; Uhlmann, Lorenz
(2012)
Variable Selection in General Multinomial Logit Models
(Volltext vorhanden)
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Tutz, Gerhard; Schauberger, Gunther
(2012)
A Penalty Approach to Differential Item Functioning in Rasch Models
(Volltext vorhanden)
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Tutz, Gerhard; Schauberger, Gunther
(2012)
Visualization of Categorical Response Models - from Data Glyphs to Parameter Glyphs
(Volltext vorhanden)
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Walter, Gero
(2012)
A Technical Note on the Dirichlet-Multinomial Model. The Dirichlet Distribution as the Canonically Constructed Conjugate Prior
(Volltext vorhanden)
2011
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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)
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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)
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Cattaneo, Marco E. G. V.; Wiencierz, Andrea
(2011)
Likelihood-based Imprecise Regression
(Volltext vorhanden)
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Cattaneo, Marco E. G. V.; Wiencierz, Andrea
(2011)
Robust regression with imprecise data
(Volltext vorhanden)
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Eugster, Manuel J. A.
(2011)
Archetypal Athletes
(Volltext vorhanden)
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Groll, Andreas; Tutz, Gerhard
(2011)
Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting
(Volltext vorhanden)
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Groll, Andreas; Tutz, Gerhard
(2011)
Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation
(Volltext vorhanden)
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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)
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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)
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Heinzl, Felix; Tutz, Gerhard
(2011)
Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm
(Volltext vorhanden)
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Kaiser, Sebastian; Träger, Dominik; Leisch, Friedrich
(2011)
Generating Correlated Ordinal Random Values
(Volltext vorhanden)
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Petry, Sebastian; Flexeder, Claudia; Tutz, Gerhard
(2011)
Pairwise Fused Lasso
(Volltext vorhanden)
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Petry, Sebastian; Tutz, Gerhard
(2011)
The OSCAR for Generalized Linear Models
(Volltext vorhanden)
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Shalabh, Shalabh; Heumann, Christian
(2011)
Simultaneous Prediction of Actual and Average Values of Study Variable Using Stein-rule Estimators
(Volltext vorhanden)
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Ulbricht, Jan; Tutz, Gerhard
(2011)
Combining Quadratic Penalization and Variable Selection via Forward Boosting
(Volltext vorhanden)
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Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut
(2011)
Restricted Likelihood Ratio Testing in Linear Mixed Models with General Error Covariance Structure
(Volltext vorhanden)
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Zahid, Faisal Maqbool
(2011)
Ordinal Ridge Regression with Categorical Predictors
(Volltext vorhanden)
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Zahid, Faisal Maqbool; Heumann, Christian
(2011)
Regularized Proportional Odds Models
(Volltext vorhanden)
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Zahid, Faisal Maqbool; Tutz, Gerhard
(2011)
Proportional Odds Models with High-dimensional Data Structure
(Volltext vorhanden)
2010
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Ahmad, M. Rauf
(2010)
Tests for covariance matrices, particularly for high dimensional data
(Volltext vorhanden)
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Ali, Mehboob; Kauermann, Göran
Second Phase Sample Selection For Repeated Survey
(Volltext vorhanden)
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Bernau, Christoph; Boulesteix, Anne-Laure
(2010)
Variable Selection and Parameter Tuning in High-Dimensional Prediction
(Volltext vorhanden)
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Boulesteix, Anne-Laure; Sauerbrei, Willi
(2010)
Added predictive value of high-throughput molecular data to clinical data, and its validation
, 3 (Volltext vorhanden)
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Boulesteix, Anne-Laure; Vincent, Guillemot; Willi, Sauerbrei
(2010)
Use of pre-transformation to cope with outlying values in important candidate genes
(Volltext vorhanden)
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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)
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Eugster, Manuel J. A.; Leisch, Friedrich
(2010)
Weighted and Robust Archetypal Analysis
(Volltext vorhanden)
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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)
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Gertheiss, Jan; Kärcher, Julia C.; Schmid, Volker J.
(2010)
Analysis of DCE-MRI Data using a Nonnegative Elastic Net
(Volltext vorhanden)
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Gertheiss, Jan; Tutz, Gerhard
(2010)
Regularization and Model Selection with Categorial Effect Modifiers
(Volltext vorhanden)
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Kopf, Julia; Augustin, Thomas; Strobl, Carolin
(2010)
The potential of model-based recursive partitioning in the social sciences - Revisiting Ockham's Razor
(Volltext vorhanden)
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Kunz, Anne; Augustin, Thomas; Küchenhoff, Helmut
(2010)
Partially Identified Prevalence Estimation under Misclassification using the Kappa Coefficient
(Volltext vorhanden)
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Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas; Schmid, Matthias
(2010)
GAMLSS for high-dimensional data – a flexible approach based on boosting
(Volltext vorhanden)
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Meyer, Sebastian; Elias, Johannes; Höhle, Michael
(2010)
A space-time conditional intensity model for infectious disease occurence
, 2 (Volltext vorhanden)
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Mohajer, Mojgan; Englmeier, Karl-Hans; Schmid, Volker J.
(2010)
A comparison of Gap statistic definitions with and without logarithm function
(Volltext vorhanden)
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Monika, Jelizarow; Vincent, Guillemot; Arthur, Tenenhaus; Korbinian, Strimmer; Anne-Laure, Boulesteix
(2010)
Over-optimism in bioinformatics: an illustration
(Volltext vorhanden)
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Rieger, Anna; Hothorn, Torsten; Strobl, Carolin
(2010)
Random Forests with Missing Values in the Covariates
(Volltext vorhanden)
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Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten
(2010)
Boosting Techniques for Nonlinear Time Series Models
(Volltext vorhanden)
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Scheipl, Fabian
(2010)
Normal-Mixture-of-Inverse-Gamma Priors for Bayesian Regularization and Model Selection in Structured Additive Regression Models
(Volltext vorhanden)
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Schmid, Matthias; Hothorn, Torsten; Maloney, K. O.; Weller, D. E.; Potapov, Sergej
(2010)
Geoadditive Regression Modeling of Stream Biological Condition
(Volltext vorhanden)
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Schmid, Volker J.
(2010)
Spatio-Temporal Modelling of Perfusion Cardiovascular MRI
(Volltext vorhanden)
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Seiler, Christian
(2010)
Dynamic modelling of Nonresponse in Business Surveys
(Volltext vorhanden)
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Strobl, Carolin; Kopf, Julia; Zeileis, Achim
(2010)
A new method for detecting differential item functioning in the Rasch model
(Volltext vorhanden)
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Tutz, Gerhard; Groll, Andreas
(2010)
Binary and Ordinal Random Effects Models Including Variable Selection
(Volltext vorhanden)
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Tutz, Gerhard; Petry, Sebastian
(2010)
Nonparametric Estimation of the Link Function Including Variable Selection
(Volltext vorhanden)
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Zahid, Faisal Maqbool; Tutz, Gerhard
(2010)
Multinomial Logit Models with Implicit Variable Selection
(Volltext vorhanden)
2009
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Adebayo, Samson B.; Fahrmeir, Ludwig; Seiler, Christian
(2009)
Geoadditive Latent Variable Modelling of Count Data on Multiple Sexual Partnering in Nigeria
(Volltext vorhanden)
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Boulesteix, Anne-Laure; Hothorn, Torsten
(2009)
Testing the additional predictive value of high-dimensional molecular data
(Volltext vorhanden)
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Boulesteix, Anne-Laure; Slawski, Martin
(2009)
Stability and aggregation of ranked gene lists
(Volltext vorhanden)
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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)
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Dolnicar, Sara; Leisch, Friedrich
(2009)
Evaluation of Structure and Reproducibility of Cluster Solutions Using the Bootstrap
(Volltext vorhanden)
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Eugster, Manuel J. A.; Leisch, Friedrich
(2009)
Exploratory Analysis of Benchmark Experiments -- An Interactive Approach
(Volltext vorhanden)
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Fenske, Nora; Kneib, Thomas; Hothorn, Torsten
(2009)
Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression
(Volltext vorhanden)
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Gertheiss, Jan; Hogger, Sara; Oberhauser, Cornelia; Tutz, Gerhard
(2009)
Selection of Ordinally Scaled Independent Variables
(Volltext vorhanden)
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Gertheiss, Jan; Tutz, Gerhard
(2009)
Sparse Modeling of Categorial Explanatory Variables
, 4 (Volltext vorhanden)
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Heinzl, Felix; Kneib, Thomas; Fahrmeir, Ludwig
(2009)
Additive mixed models with Dirichlet process mixture and P-spline priors
(Volltext vorhanden)
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Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas; Schmid, Matthias
(2009)
A Framework for Unbiased Model Selection Based on Boosting
(Volltext vorhanden)
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Kneib, Thomas; Konrath, Susanne; Fahrmeir, Ludwig
(2009)
High-dimensional Structured Additive Regression Models: Bayesian Regularisation, Smoothing and Predictive Performance
(Volltext vorhanden)
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Knüsel, Leo
(2009)
The General Linear Model and the Generalized Singular Value Decomposition; Some Examples
(Volltext vorhanden)
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Knüsel, Leo
(2009)
The General Linear Model and the Generalized Singular Value Decomposition
(Volltext vorhanden)
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Krämer, Nicole; Schäfer, Juliane; Boulesteix, Anne-Laure
(2009)
Regularized estimation of large-scale gene association networks using graphical Gaussian models
(Volltext vorhanden)
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Leisch, Friedrich
(2009)
Neighborhood Graphs, Stripes and Shadow Plots for Cluster Visualization
(Volltext vorhanden)
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Oppel, Steffen; Strobl, Carolin; Huettmann, Falk
(2009)
Alternative methods to quantify variable importance in ecology
(Volltext vorhanden)
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Petry, Sebastian; Tutz, Gerhard
(2009)
Shrinkage and Variable Selection by Polytopes
(Volltext vorhanden)
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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)
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Scharl, Theresa; Voglhuber, Ingo; Leisch, Friedrich
(2009)
Exploratory and Inferential Analysis of Gene Cluster Neighborhood Graphs
(Volltext vorhanden)
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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)
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Slawski, Martin; Castell, Wolfgang zu; Tutz, Gerhard
(2009)
Feature Selection Guided by Structural Information
(Volltext vorhanden)
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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)
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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)
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Strobl, Carolin; Wickelmaier, Florian; Zeileis, Achim
(2009)
Accounting for Individual Differences in Bradley-Terry Models by Means of Recursive Partitioning
(Volltext vorhanden)
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Walter, Gero; Augustin, Thomas
(2009)
Bayesian Linear Regression. Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict
(Volltext vorhanden)
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Zahid, Faisal Maqbool; Tutz, Gerhard
(2009)
Ridge Estimation for Multinomial Logit Models with Symmetric Side Constraints
(Volltext vorhanden)
2008
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Cattaneo, Marco E. G. V.
(2008)
Probabilistic-possibilistic belief networks
(Volltext vorhanden)
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Eugster, Manuel J. A.; Hothorn, Torsten; Leisch, Friedrich
(2008)
Exploratory and Inferential Analysis of Benchmark Experiments
(Volltext vorhanden)
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Eugster, Manuel J. A.; Leisch, Friedrich
(2008)
Spider-Man, the Child and the Trickster -- Archetypal Analysis in R
(Volltext vorhanden)
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Eugster, Manuel J. A.; Leisch, Friedrich
(2008)
Bench Plot and Mixed Effects Models: First steps toward a comprehensive benchmark analysis toolbox
(Volltext vorhanden)
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Fahrmeir, Ludwig; Khatab, Khaled
(2008)
Geoadditive Latent Variable Modelling of Child Morbidity and Malnutrition in Nigeria
(Volltext vorhanden)
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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)
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Gertheiss, Jan; Tutz, Gerhard
(2008)
Feature Selection and Weighting by Nearest Neighbor Ensembles
(Volltext vorhanden)
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Gertheiss, Jan; Tutz, Gerhard
(2008)
Penalized Regression with Ordinal Predictors
, 3 (Volltext vorhanden)
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Grün, Bettina; Leisch, Friedrich
(2008)
Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects
(Volltext vorhanden)
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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)
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Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas
(2008)
Variable Selection and Model Choice in Structured Survival Models
(Volltext vorhanden)
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Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang; Küchenhoff, Helmut
(2008)
Building Cox-Type Structured Hazard Regression Models with Time-Varying Effects
(Volltext vorhanden)
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Hothorn, Torsten; Bretz, Frank; Westfall, Peter
(2008)
Simultaneous Inference in General Parametric Models
(Volltext vorhanden)
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Höhle, Michael
(2008)
Spatio-temporal epidemic modelling using additive-multiplicative intensity models
(Volltext vorhanden)
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Kaiser, Sebastian; Leisch, Friedrich
(2008)
A Toolbox for Bicluster Analysis in R
(Volltext vorhanden)
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Khatab, Khaled; Fahrmeir, Ludwig
(2008)
Analysis of Childhood Morbidity with Geoadditive Probit and Latent Variable Model: A case study for Egypt
(Volltext vorhanden)
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Knüsel, Leo
(2008)
Factor Analysis: Chisquare as Rotation Criterion
(Volltext vorhanden)
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Knüsel, Leo
(2008)
Singulärwert-Zerlegung und Methode der kleinsten Quadrate
(Volltext vorhanden)
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Konrath, Susanne; Kneib, Thomas; Fahrmeir, Ludwig
(2008)
Bayesian Regularisation in Structured Additive Regression Models for Survival Data
(Volltext vorhanden)
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Leisch, Friedrich
(2008)
Creating R Packages: A Tutorial
In: Brito, Paula (Hrsg.): Compstat 2008 - Proceedings in Computational Statistics. Heidelberg, Germany: Physica-Verlag (Volltext vorhanden)
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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)
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Leitenstorfer, Florian; Tutz, Gerhard
(2008)
Estimation of Single-Index Models Based on Boosting Techniques
(Volltext vorhanden)
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Scharl, Theresa; Leisch, Friedrich
(2008)
Visualizing Gene Clusters using Neighborhood Graphs in R
(Volltext vorhanden)
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Scheipl, Fabian; Kneib, Thomas
(2008)
Locally Adaptive Bayesian P-Splines with a Normal-Exponential-Gamma Prior
(Volltext vorhanden)
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Schmid, Matthias; Hothorn, Torsten
(2008)
Flexible Boosting of Accelerated Failure Time Models
(Volltext vorhanden)
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Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette; Hothorn, Torsten
(2008)
Estimation and Regularization Techniques for Regression Models with Multidimensional Prediction Functions
(Volltext vorhanden)
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Schmid, Matthias; Schneeweiß, Hans
(2008)
The Effect of Microaggregation by Individual Ranking on the Estimation of Moments
(Volltext vorhanden)
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Schneeweiß, Hans; Komlos, John
(2008)
Probabilistic Rounding and Sheppard's Correction
(Volltext vorhanden)
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Slawski, Martin; Daumer, Martin; Boulesteix, Anne-Laure
(2008)
CMA - A comprehensive Bioconductor package for supervised classification with high dimensional data
(Volltext vorhanden)
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Strobl, Carolin; Boulesteix, Anne-Laure; Kneib, Thomas; Augustin, Thomas; Zeileis, Achim
(2008)
Conditional Variable Importance for Random Forests
(Volltext vorhanden)
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Strobl, Carolin; Zeileis, Achim
(2008)
Danger: High Power! – Exploring the Statistical Properties of a Test for Random Forest Variable Importance
(Volltext vorhanden)