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Anzahl der Publikationen auf dieser Ebene: 243

2021

Berger, Ursula; Fritz, Cornelius und Kauermann, Göran (Mai 2021): Eine statistische Analyse des Effekts von verpflichtenden Tests an Schulen mit Präsenzunterricht im Vergleich zum Distanzunterricht. Department of Statistics: Technical Reports, Nr. 238 [PDF, 378kB]

Fütterer, Cornelia; Nalenz, Malte und Augustin, Thomas (11. November 2021): Discriminative Power Lasso - Incorporating Discriminative Power of Genes into Regularization-Based Variable Selection. Department of Statistics: Technical Reports, Nr. 239 [PDF, 436kB]

Hornung, Roman und Boulesteix, Anne-Laure (9. März 2021): Interaction Forests: Identifying and exploiting interpretable quantitative and qualitative interaction effects. Department of Statistics: Technical Reports, Nr. 237 [PDF, 805kB]

Nalenz, Malte und Augustin, Thomas (11. November 2021): Cultivated Random Forests: Robust Decision Tree Learning through Tree Structured Ensembles. Department of Statistics: Technical Reports, Nr. 240 [PDF, 463kB]

Schwaferts, Patrick (10. Februar 2021): Updating Consistency in Bayes Factors. Department of Statistics: Technical Reports, Nr. 236 [PDF, 404kB]

2020

Hornung, Roman (8. September 2020): Diversity Forests: Using Split Sampling to Allow for Complex Split Procedures in Random Forest. Department of Statistics: Technical Reports, Nr. 234 [PDF, 500kB]

Klau, Simon; Hoffmann, Sabine; Patel, Chirag; Ioannidis, John und Boulesteix, Anne-Laure (5. Februar 2020): Examining the robustness of observational associations to model, measurement and sampling uncertainty with the vibration of effects framework. Department of Statistics: Technical Reports, Nr. 233 [PDF, 513kB]

Klau, Simon; Schönbrodt, Felix D. ORCID logoORCID: https://orcid.org/0000-0002-8282-3910; Patel, Chirag; Ioannidis, John; Boulesteix, Anne-Laure und Hoffmann, Sabine (5. Februar 2020): Comparing the vibration of effects due to model, data pre-processing and sampling uncertainty on a large data set in personality psychology. Department of Statistics: Technical Reports, Nr. 232 [PDF, 1MB]

Razzak, Humera und Heumann, Christian (7. Januar 2020): Application of Iterative Hybrid MI Approach to Household Survey Data with Complex Dependency Structures. Department of Statistics: Technical Reports, Nr. 231 [PDF, 1MB]

Razzak, Humera und Heumann, Christian (7. Januar 2020): The ability of different imputation methods to capture complex dependencies in high dimensions. Department of Statistics: Technical Reports, Nr. 230 [PDF, 1MB]

Razzak, Humera und Heumann, Christian (7. Januar 2020): A hybrid technique for the multiple imputation of survey data. Department of Statistics: Technical Reports, Nr. 229 [PDF, 2MB]

Schwaferts, Patrick und Augustin, Thomas (17. November 2020): Bayesian Decisions using Regions of Practical Equivalence (ROPE): Foundations. Department of Statistics: Technical Reports, Nr. 235 [PDF, 454kB]

2019

Endres, Eva und Augustin, Thomas (17. April 2019): Utilizing log-linear Markov networks to integrate categorical data files. Department of Statistics: Technical Reports, Nr. 222 [PDF, 619kB]

Endres, Eva; Newger, Katrin und Augustin, Thomas (23. April 2019): Binary data fusion using undirected probabilistic graphical models: Combining statisticalmatching and the Ising model. Department of Statistics: Technical Reports, Nr. 223 [PDF, 481kB]

Mauerer, Ingrid und Schneider, Micha (6. August 2019): Uncertainty in Issue Placements and Spatial Voting. Department of Statistics: Technical Reports, Nr. 226 [PDF, 524kB]

Razzak, Humera und Heumann, Christian (3. Dezember 2019): Predictive performance of a hybrid technique for the multiple imputation of survey data. Department of Statistics: Technical Reports, Nr. 228 [PDF, 818kB]

Schneider, Micha (6. August 2019): Dealing with Heterogeneity in Discrete Survival Analysis using the Cure Model. Department of Statistics: Technical Reports, Nr. 224 [PDF, 739kB]

Schneider, Micha; Pößnecker, Wolfgang und Tutz, Gerhard (6. August 2019): Variable Selection in Mixture Models with an Uncertainty Component. Department of Statistics: Technical Reports, Nr. 225 [PDF, 805kB]

Schüller, Nicole; Boulesteix, Anne-Laure; Bischl, Bernd; Unger, Kristian und Hornung, Roman (18. März 2019): Improved outcome prediction across data sources through robust parameter tuning. Department of Statistics: Technical Reports, Nr. 221 [PDF, 522kB]

Tutz, Gerhard (3. Januar 2019): Modelling Heterogeneity: On the Problem of Group Comparisons with Logistic Regression and the Potential of the Heterogeneous Choice Model. Department of Statistics: Technical Reports, Nr. 220 [PDF, 477kB]

Tutz, Gerhard und Draxler, Clemens (30. Oktober 2019): A Common Framework for Classical and Tree-Based Item Response Models Including Extended Hierarchically Structured Models. Department of Statistics: Technical Reports, Nr. 227 [PDF, 520kB]

2018

Endres, Eva; Fink, Paul und Augustin, Thomas (28. Februar 2018): Imprecise Imputation: A Nonparametric Micro Approach Reflecting the Natural Uncertainty of Statistical Matching with Categorical Data. Department of Statistics: Technical Reports, Nr. 214 [PDF, 629kB]

Hornung, Roman und Wright, Marvin N. (20. Dezember 2018): Block Forests: random forests for blocks of clinical and omics covariate data. Department of Statistics: Technical Reports, Nr. 219 [PDF, 432kB]

Janse, Christoph; Schollmeyer, Georg und Augustin, Thomas (1. März 2018): Quantifying Degrees of E-admissibility in Decision Making with Imprecise Probabilities. Department of Statistics: Technical Reports, Nr. 215 [PDF, 605kB]

Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas (24. April 2018): Concepts for Decision Making under Severe Uncertainty with Partial Ordinal and Partial Cardinal Preferences. Department of Statistics: Technical Reports, Nr. 216 [PDF, 672kB]

Tutz, Gerhard (20. Dezember 2018): On the Construction of Adjacent Categories Latent Trait Models from Binary Variables, Motivating Processes and the Interpretation of Parameters. Department of Statistics: Technical Reports, Nr. 218 [PDF, 449kB]

Tutz, Gerhard und Schauberger, Gunther (24. September 2018): Uncertainty as Response Style in Latent Trait Models. Department of Statistics: Technical Reports, Nr. 217, [PDF, 543kB]

2017

Couronné, Raphael; Probst, Philipp und Boulesteix, Anne-Laure (21. Juli 2017): Random forest versus logistic regression: a large-scale benchmark experiment. Department of Statistics: Technical Reports, Nr. 205 [PDF, 909kB]

Drießlein, David; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Tutz, Gerhard und Wippert, Pia Maria (1. September 2017): Variable Selection and Inference in a follow-up Study on Back Pain. Department of Statistics: Technical Reports, Nr. 211 [PDF, 550kB]

Drießlein, David; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Tutz, Gerhard und Wippert, Pia Maria (31. August 2017): Variable selection and inference in a follow-up study on back pain. Department of Statistics: Technical Reports, Nr. 206 [PDF, 519kB]

Hornung, Roman (23. Oktober 2017): Ordinal Forests. Department of Statistics: Technical Reports, Nr. 212 [PDF, 470kB]

Janitza, Silke (10. April 2017): On the overestimation of random forest’s out-of-bag error. Department of Statistics: Technical Reports, Nr. 204 [PDF, 641kB]

Klau, Simon; Jurinovic, Vindi; Hornung, Roman; Herold, Tobias und Boulesteix, Anne-Laure (23. November 2017): Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data. Department of Statistics: Technical Reports, Nr. 213 [PDF, 528kB]

Plass, Julia; Cattaneo, Marco E. G. V.; Augustin, Thomas; Schollmeyer, Georg und Heumann, Christian (28. November 2017): Towards a reliable categorical regression analysis for non-randomly coarsened observations: An analysis with German labour market data. Department of Statistics: Technical Reports, Nr. 206 [PDF, 866kB]

Plass, Julia; Cattaneo, Marco E. G. V.; Schollmeyer, Georg und Augustin, Thomas (22. März 2017): On the testability of coarsening assumptions: A hypothesis test for subgroup independence. Department of Statistics: Technical Reports, Nr. 201 [PDF, 1MB]

Schauberger, Gunther und Tutz, Gerhard (17. Januar 2017): BTLLasso - A Common Framework and Software Package for the Inclusion and Selection of Covariates in Bradley-Terry Models. Department of Statistics: Technical Reports, Nr. 202 [PDF, 593kB]

Schollmeyer, Georg (30. August 2017): Application of lower quantiles for complete lattices to ranking data: analyzing outlyingness of preference orderings. Department of Statistics: Technical Reports, Nr. 208 [PDF, 3MB]

Schollmeyer, Georg (31. August 2017): Lower quantiles for complete lattices. Department of Statistics: Technical Reports, Nr. 207 [PDF, 528kB]

Schollmeyer, Georg; Jansen, Christoph und Augustin, Thomas (31. August 2017): A simple descriptive method for multidimensional item response theory based on stochastic dominance. Department of Statistics: Technical Reports, Nr. 210 [PDF, 1MB]

Schollmeyer, Georg; Jansen, Christoph und Augustin, Thomas (31. August 2017): Detecting stochastic dominance for poset-valued random variables as an example of linear programming on closure systems. Department of Statistics: Technical Reports, Nr. 209 [PDF, 2MB]

Tutz, Gerhard und Schneider, Micha (24. Februar 2017): Mixture Models for Ordinal Responses with a Flexible Uncertainty Component. Department of Statistics: Technical Reports, Nr. 203 [PDF, 575kB]

2016

Bender, A.; Scheipl, F.; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Day, A. G. und Hartl, W. (2016): Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models. Department of Statistics: Technical Reports, Nr. 192 [PDF, 212kB]

Bender, A.; Scheipl, F.; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Hartl, W. und Day, A. (2016): Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models. Department of Statistics: Technical Reports, Nr. 192 [PDF, 324kB]

Boulesteix, Anne-Laure; Janitza, Silke; Hornung, Roman; Probst, Philipp; Busen, Hannah und Hapfelmeier, Alexander (19. Dezember 2016): Making Complex Prediction Rules Applicable for Readers: Current Practice in Random Forest Literature and Recommendations. Department of Statistics: Technical Reports, Nr. 199 [PDF, 456kB]

Boulesteix, Anne-Laure; Wilson, Rory und Hapfelmeier, Alexander (27. Oktober 2016): Towards evidence-based computational statistics: lessons from clinical research on the role and design of real-data benchmark studies. Department of Statistics: Technical Reports, Nr. 198 [PDF, 270kB]

Engelhardt, Alexander; Rieger, Anna; Tresch, Achim und Mansmann, Ulrich (19. Dezember 2016): Efficient Maximum Likelihood Estimation for Pedigree Data with the Sum-Product Algorithm. Department of Statistics: Technical Reports, Nr. 200 [PDF, 541kB]

Fuchs, Mathias; Jiang, Xiaoyu und Anne-Laure, Boulesteix (14. Januar 2016): The computationally optimal test set size in simulation studies on supervised learning. Department of Statistics: Technical Reports, Nr. 189 [PDF, 432kB]

Groll, Andreas; Hastie, Trevor und Tutz, Gerhard (25. Februar 2016): Regularization in Cox Frailty Models. Department of Statistics: Technical Reports, Nr. 191 [PDF, 8MB]

Groll, Andreas; Kneib, Thomas; Mayr, Andreas und Schauberger, Gunther (22. Juli 2016): Who’s the Favourite? – A Bivariate Poisson Model for the UEFA European Football Championship 2016. Department of Statistics: Technical Reports, Nr. 195 [PDF, 588kB]

Hornung, Roman; Causeur, David; Bernau, Christoph und Boulesteix, Anne-Laure (8. Juni 2016): Improving cross-study prediction through addon batch effect adjustment and addon normalization. Department of Statistics: Technical Reports, Nr. 194 [PDF, 481kB]

Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas (5. August 2016): A Probabilistic Evaluation Framework for Preference Aggregation Reflecting Group Homogeneity. Department of Statistics: Technical Reports, Nr. 193 [PDF, 653kB]

Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas (5. August 2016): Probabilistic Evaluation of Preference Aggregation Functions: A Statistical Approach in Social Choice Theory. Department of Statistics: Technical Reports, Nr. 193 [PDF, 599kB]

Pößnecker, Wolfgang und Tutz, Gerhard (18. Januar 2016): A General Framework for the Selection of Effect Type in Ordinal Regression. Department of Statistics: Technical Reports, Nr. 186 [PDF, 625kB]

Schauberger, Gunther; Groll, Andreas und Tutz, Gerhard (25. August 2016): Modeling Football Results in the German Bundesliga Using Match-specific Covariates. Department of Statistics: Technical Reports, Nr. 197 [PDF, 560kB]

Seibold, Heidi; Bernau, Christoph; Boulesteix, Anne-Laure und De Bin, Riccardo (7. Januar 2016): On the choice and influence of the number of boosting steps. Department of Statistics: Technical Reports, Nr. 188 [PDF, 472kB]

Tutz, Gerhard und Moritz, Berger (22. Februar 2016): Separating Location and Dispersion in Ordinal Regression Models. Department of Statistics: Technical Reports, Nr. 190 [PDF, 632kB]

Tutz, Gerhard; Schauberger, Gunther und Berger, Moritz (23. August 2016): Response Styles in the Partial Credit Model. Department of Statistics: Technical Reports, Nr. 196 [PDF, 770kB]

2015

Bollmann, Stella; Heene, Moritz; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Bühner, Markus (14. April 2015): What can the Real World do for simulation studies? A comparison of exploratory methods. Department of Statistics: Technical Reports, Nr. 181 [PDF, 1MB]

Bollmann, Stella; Hölzl, Andreas; Heene, Moritz; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Bühner, Markus (14. April 2015): Evaluation of a new k-means approach for exploratory clustering of items. Department of Statistics: Technical Reports, Nr. 182 [PDF, 1MB]

Boulesteix, Anne-Laure; De Bin, Riccardo; Jiang, Xiaoyu und Fuchs, Mathias (17. Dezember 2015): IPF-LASSO: integrative L1-penalized regression with penalty factors for prediction based on multi-omics data. Department of Statistics: Technical Reports, Nr. 187 [PDF, 497kB]

Casalicchio, Giuseppe; Bischl, Bernd; Boulesteix, Anne-Laure und Schmid, Matthias (9. Januar 2015): The Residual-based Predictiveness Curve - A Visual Tool to Assess the Performance of Prediction Models. Department of Statistics: Technical Reports, Nr. 178 [PDF, 1MB]

De Bin, Riccardo (2. April 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. Department of Statistics: Technical Reports, Nr. 180 [PDF, 507kB]

Hornung, Roman; Boulesteix, Anne-Laure und Causeur, David (22. September 2015): Combining location-and-scale batch effect adjustment with data cleaning by latent factor adjustment. Department of Statistics: Technical Reports, Nr. 184 [PDF, 525kB]

Janitza, Silke; Celik, Ender und Boulesteix, Anne-Laure (22. Oktober 2015): A computationally fast variable importance test for random forests for high-dimensional data. Department of Statistics: Technical Reports, Nr. 185 [PDF, 1MB]

Janitza, Silke und Tutz, Gerhard (2. Januar 2015): Prediction Models for Time Discrete Competing Risks. Department of Statistics: Technical Reports, Nr. 177 [PDF, 552kB]

Plass, Julia; Fink, Paul; Schöning, Norbert und Augustin, Thomas (10. März 2015): Statistical Modelling in Surveys without Neglecting "The Undecided": Multinomial Logistic Regression Models and Imprecise Classification Trees under Ontic Data Imprecision - extended version. Department of Statistics: Technical Reports, Nr. 179 [PDF, 601kB]

Schauberger, Gunther und Tutz, Gerhard (19. August 2015): Modelling Heterogeneity in Paired Comparison Data - an L1 Penalty Approach with an Application to Party Preference Data. Department of Statistics: Technical Reports, Nr. 183 [PDF, 440kB]

Scheipl, Fabian und Greven, Sonja (11. Juni 2015): Identifiability in penalized function-on-function regression models. Department of Statistics: Technical Reports, Nr. 125 [PDF, 825kB]

2014

Abou El-Komboz, Basil; Zeileis, Achim und Strobl, Carolin (16. Januar 2014): Detecting Differential Item and Step Functioning with Rating Scale and Partial Credit Trees. Department of Statistics: Technical Reports, Nr. 152 [PDF, 548kB]

Casalicchio, Giuseppe; Tutz, Gerhard und Schauberger, Gunther (28. Mai 2014): Subject-specific Bradley-Terry-Luce Models with Implicit Variable Selection. Department of Statistics: Technical Reports, Nr. 160 [PDF, 396kB]

De Bin, Riccardo; Herold, Tobias und Boulesteix, Anne-Laure (18. Februar 2014): Added predictive value of omics data: specific issues related to validation illustrated by two case studies. Department of Statistics: Technical Reports, Nr. 154 [PDF, 542kB]

De Bin, Riccardo; Janitza, Silke; Sauerbrei, Willi und Boulesteix, Anne-Laure (14. Oktober 2014): Subsampling versus bootstrapping in resampling-based model selection for multivariable regression. Department of Statistics: Technical Reports, Nr. 171 [PDF, 379kB]

De Bin, Riccardo; Sartori, Nicola und Severini, Thomas A. (26. Februar 2014): Integrated likelihoods in models with stratum nuisance parameters. Department of Statistics: Technical Reports, Nr. 157 [PDF, 419kB]

De Bin, Riccardo und Scarpa, Bruno (8. September 2014): Non-parametric Bayesian modeling of cervical mucus symptom. Department of Statistics: Technical Reports, Nr. 170 [PDF, 460kB]

Fuchs, Mathias und Krautenbacher, Norbert (November 2014): Minimization and estimation of the variance of prediction errors for cross-validation designs. Department of Statistics: Technical Reports, Nr. 173 [PDF, 468kB]

Groll, Andreas; Schauberger, Gunther und Tutz, Gerhard (2. Juli 2014): Brazil or Germany - who will win the trophy? Prediction of the FIFA World Cup 2014 based on team-specific regularized Poisson regression. Department of Statistics: Technical Reports, Nr. 166 [PDF, 634kB]

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

Hornung, Roman; Bernau, Christoph; Truntzer, Caroline; Stadler, Thomas und Boulesteix, Anne-Laure (16. April 2014): Full versus incomplete cross-validation: measuring the impact of imperfect separation between training and test sets in prediction error estimation. Department of Statistics: Technical Reports, Nr. 159 [PDF, 580kB]

Janitza, Silke; Binder, Harald und Boulesteix, Anne-Laure (19. November 2014): Pitfalls of hypothesis tests and model selection on bootstrap samples: causes and consequences in biometrical applications. Department of Statistics: Technical Reports, Nr. 163 [PDF, 1MB]

Janitza, Silke; Tutz, Gerhard und Boulesteix, Anne-Laure (1. Dezember 2014): Random Forests for Ordinal Response Data: Prediction and Variable Selection. Department of Statistics: Technical Reports, Nr. 174 [PDF, 597kB]

Jelizarow, Monika; Mansmann, Ulrich und Goeman, Jelle J. (14. August 2014): A Cochran-Armitage-type and a score-free global test for multivariate ordinal data. Department of Statistics: Technical Reports, Nr. 168 [PDF, 355kB]

Laubender, Rüdiger P. und Mansmann, Ulrich (24. Dezember 2014): Estimating individual treatment effects from responses and a predictive biomarker in a parallel group RCT. Department of Statistics: Technical Reports, Nr. 176 [PDF, 2MB]

Mauerer, Ingrid; Pößnecker, Wolfgang; Thurner, Paul W. und Tutz, Gerhard (9. April 2014): Modeling electoral choices in multiparty systems with high-dimensional data: A regularized selection of parameters using the Lasso approach. Department of Statistics: Technical Reports, Nr. 158 [PDF, 709kB]

Möst, Stephanie; Pößnecker, Wolfgang und Tutz, Gerhard (28. Mai 2014): Variable Selection for Discrete Competing Risks Models. Department of Statistics: Technical Reports, Nr. 161 [PDF, 729kB]

Rospleszcz, Susanne; Janitza, Silke und Boulesteix, Anne-Laure (7. August 2014): Categorical variables with many categories are preferentially selected in model selection procedures for multivariable regression models on bootstrap samples. Department of Statistics: Technical Reports, Nr. 164 [PDF, 604kB]

Schneeweiß, Hans (30. Juni 2014): The linear GMM model with singular covariance matrix due to the elimination of a nuisance parameter. Department of Statistics: Technical Reports, Nr. 165 [PDF, 307kB]

Thurner, Paul W.; Klima, André und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (Juni 2014): Agricultural Structure and the Rise of the Nazi Party reconsidered. Department of Statistics: Technical Reports, Nr. 162 [PDF, 7MB]

Tutz, Gerhard und Groll, Andreas (2014): Variable Selection in Discrete Survival Models Including Heterogeneity. Department of Statistics: Technical Reports, Nr. 167 [PDF, 571kB]

Tutz, Gerhard und Moritz, Berger (12. August 2014): Tree-Structured Modelling of Categorical Predictors in Regression. Department of Statistics: Technical Reports, Nr. 169 [PDF, 573kB]

Tutz, Gerhard und Oelker, Margret-Ruth (30. Oktober 2014): Modeling Clustered Heterogeneity: Fixed Effects, Random Effects and Mixtures. Department of Statistics: Technical Reports, Nr. 156 [PDF, 649kB]

Tutz, Gerhard und Ramzan, Shahla (13. Oktober 2014): Improved Methods for the Imputation of Missing Data by Nearest Neighbor Methods. Department of Statistics: Technical Reports, Nr. 172 [PDF, 672kB]

Tutz, Gerhard und Schauberger, Gunther (7. Januar 2014): Extended Ordered Paired Comparison Models with Application to Football Data from German Bundesliga. Department of Statistics: Technical Reports, Nr. 151 [PDF, 538kB]

Tutz, Gerhard; Schneider, Micha; Iannario, Maria und Piccolo, Domenico (16. Dezember 2014): Mixture Models for Ordinal Responses to Account for Uncertainty of Choice. Department of Statistics: Technical Reports, Nr. 175 [PDF, 597kB]

2013

Abedieh, Jasmin; Groll, Andreas und Eugster, Manuel J. A. (8. Februar 2013): Measuring Concentration in Data with an Exogenous Order. Department of Statistics: Technical Reports, Nr. 140 [PDF, 484kB]

Boulesteix, Anne-Laure; Hable, Robert; Lauer, Sabine und Eugster, Manuel J. A. (Januar 2013): A Statistical Framework for Hypothesis Testing in Real Data Comparison Studies. Department of Statistics: Technical Reports, Nr. 136 [PDF, 413kB]

Boulesteix, Anne-Laure; Lauer, Sabine und Eugster, Manuel J. A. (Januar 2013): A plea for neutral comparison studies in computational sciences. Department of Statistics: Technical Reports, Nr. 135 [PDF, 485kB]

Cattaneo, Marco E. G. V. (22. August 2013): On maxitive integration. Department of Statistics: Technical Reports, Nr. 147 [PDF, 512kB]

De Bin, Riccardo; Sauerbrei, Willi und Boulesteix, Anne-Laure (31. Oktober 2013): Investigating the prediction ability of survival models based on both clinical and omics data: two case studies. Department of Statistics: Technical Reports, Nr. 153 [PDF, 453kB]

Fuchs, Mathias; Hornung, Roman; De Bin, Riccardo und Boulesteix, Anne-Laure (12. November 2013): A U-statistic estimator for the variance of resampling-based error estimators. Department of Statistics: Technical Reports, Nr. 148 [PDF, 323kB]

Hapfelmeier, Alexander und Ulm, Kurt (15. Januar 2013): Variable selection with Random Forests for missing data. Department of Statistics: Technical Reports, Nr. 137 [PDF, 563kB]

Heinzl, Felix und Tutz, Gerhard (14. Februar 2013): Clustering in Additive Mixed Models with Approximate Dirichlet Process Mixtures using the EM Algorithm. Department of Statistics: Technical Reports, Nr. 138 [PDF, 1MB]

Jelizarow, Monika; Cieza, Alarcos und Mansmann, Ulrich (17. April 2013): Global permutation tests for multivariate ordinal data: alternatives, test statistics, and the null dilemma. Department of Statistics: Technical Reports, Nr. 142 [PDF, 727kB]

Kalus, Stefanie; Sämann, Philipp; Czisch, Michael und Fahrmeir, Ludwig (26. Juni 2013): fMRI activation detection with EEG priors. Department of Statistics: Technical Reports, Nr. 146 [PDF, 1MB]

Kato, Mika; Mittnik, Stefan; Samaan, Daniel und Semmler, Willi (15. November 2013): Employment and Output Effects of Climate Policies. Department of Statistics: Technical Reports, Nr. 149 [PDF, 1MB]

Kopf, Julia; Zeileis, Achim und Strobl, Carolin (24. November 2013): Anchor selection strategies for DIF analysis: Review, assessment, and new approaches. Department of Statistics: Technical Reports, Nr. 150 [PDF, 497kB]

Kopf, Julia; Zeileis, Achim und Strobl, Carolin (13. März 2013): Anchor methods for DIF detection: A comparison of the iterative forward, backward, constant and all-other anchor class. Department of Statistics: Technical Reports, Nr. 141 [PDF, 549kB]

Oelker, Margret-Ruth und Tutz, Gerhard (11. März 2013): A General Family of Penalties for Combining Differing Types of Penalties in Generalized Structured Models. Department of Statistics: Technical Reports, Nr. 139 [PDF, 802kB]

Schollmeyer, Georg und Augustin, Thomas (21. Mai 2013): On Sharp Identification Regions for Regression Under Interval Data. Department of Statistics: Technical Reports, Nr. 143 [PDF, 686kB]

Tutz, Gerhard und Petry, Sebastian (21. Mai 2013): Generalized Additive Models with Unknown Link Function Including Variable Selection. Department of Statistics: Technical Reports, Nr. 145 [PDF, 2MB]

Unkel, Steffen; Gower, John C. und Trendafilov, Nickolay T. (10. Mai 2013): On the Procrustean analogue of individual differences scaling (INDSCAL). Department of Statistics: Technical Reports, Nr. 144 [PDF, 933kB]

2012

Boulesteix, Anne-Laure; Janitza, Silke; Kruppa, Jochen und König, Inke R. (25. Juli 2012): Overview of Random Forest Methodology and Practical Guidance with Emphasis on Computational Biology and Bioinformatics. Department of Statistics: Technical Reports, Nr. 129 [PDF, 376kB]

Cattaneo, Marco E. G. V. (23. Juli 2012): Likelihood decision functions. Department of Statistics: Technical Reports, Nr. 128 [PDF, 574kB]

Cattaneo, Marco E. G. V. und Wiencierz, Andrea (30. Juni 2012): On the implementation of LIR: the case of simple linear regression with interval data. Department of Statistics: Technical Reports, Nr. 127 [PDF, 2MB]

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

Guillemot, Vincent; Bender, Andreas und Boulesteix, Anne-Laure (Dezember 2012): iPACOSE: an iterative algorithm for the estimation of gene regulation networks. Department of Statistics: Technical Reports, Nr. 133 [PDF, 423kB]

Hapfelmeier, Alexander; Hothorn, Torsten und Ulm, Kurt (15. Februar 2012): Random Forest variable importance with missing data. Department of Statistics: Technical Reports, Nr. 121 [PDF, 567kB]

Heinzl, Felix und Tutz, Gerhard (12. Juni 2012): Clustering in linear mixed models with a group fused lasso penalty. Department of Statistics: Technical Reports, Nr. 123 [PDF, 606kB]

Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay und Schmid, Matthias (14. Februar 2012): Model-based Boosting in R: A Hands-on Tutorial Using the R Package mboost. Department of Statistics: Technical Reports, Nr. 120 [PDF, 784kB]

Janitza, Silke; Strobl, Carolin und Boulesteix, Anne-Laure (November 2012): An AUC-based Permutation Variable Importance Measure for Random Forests. Department of Statistics: Technical Reports, Nr. 130 [PDF, 470kB]

Mittnik, Stefan; Robinzonov, Nikolay und Spindler, Martin (16. Mai 2012): Boosting the Anatomy of Volatility. Department of Statistics: Technical Reports, Nr. 124 [PDF, 871kB]

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

Seiler, Christian und Heumann, Christian (2012): Microdata Imputations and Macrodata Implications: Evidence from the Ifo Business Survey. Department of Statistics: Technical Reports, Nr. 119 [PDF, 921kB]

Sommer, Julia C.; Gertheiss, Jan und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (10. Oktober 2012): Spatially regularized estimation for the analysis of DCE-MRI data. Department of Statistics: Technical Reports, Nr. 132 [PDF, 3MB]

Tutz, Gerhard; Pößnecker, Wolfgang und Uhlmann, Lorenz (21. Juni 2012): Variable Selection in General Multinomial Logit Models. Department of Statistics: Technical Reports, Nr. 126 [PDF, 567kB]

Tutz, Gerhard und Schauberger, Gunther (7. Dezember 2012): A Penalty Approach to Differential Item Functioning in Rasch Models. Department of Statistics: Technical Reports, Nr. 134 [PDF, 588kB]

Tutz, Gerhard und Schauberger, Gunther (2. April 2012): Visualization of Categorical Response Models - from Data Glyphs to Parameter Glyphs. Department of Statistics: Technical Reports, Nr. 117 [PDF, 975kB]

Walter, Gero (4. Oktober 2012): A Technical Note on the Dirichlet-Multinomial Model. The Dirichlet Distribution as the Canonically Constructed Conjugate Prior. Department of Statistics: Technical Reports, Nr. 131 [PDF, 432kB]

2011

Bernau, Christoph; Augustin, Thomas und 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, Nr. 105 [PDF, 708kB]

Boulesteix, Anne-Laure; Bender, Andreas; Lorenzo Bermejo, Justo und Strobl, Carolin (2. Mai 2011): Random forest Gini importance favors SNPs with large minor allele frequency. Department of Statistics: Technical Reports, Nr. 106 Briefings in Bioinformatics, 13 [PDF, 962kB]

Cattaneo, Marco E. G. V. und Wiencierz, Andrea (29. November 2011): Likelihood-based Imprecise Regression. Department of Statistics: Technical Reports, Nr. 116 [PDF, 1MB]

Cattaneo, Marco E. G. V. und Wiencierz, Andrea (29. Oktober 2011): Robust regression with imprecise data. Department of Statistics: Technical Reports, Nr. 114 [PDF, 1MB]

Eugster, Manuel J. A. (2011): Archetypal Athletes. Department of Statistics: Technical Reports, Nr. 113 [PDF, 5MB]

Groll, Andreas und Tutz, Gerhard (Juni 2011): Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting. Department of Statistics: Technical Reports, Nr. 110 [PDF, 5MB]

Groll, Andreas und Tutz, Gerhard (3. Juni 2011): Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation. Department of Statistics: Technical Reports, Nr. 108 [PDF, 4MB]

Guillemot, Vincent; Jelizarow, Monika; Tenenhaus, Arthur und Boulesteix, Anne-Laure (2011): SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data. Department of Statistics: Technical Reports, Nr. 107 [PDF, 483kB]

Guillemot, Vincent; Jelizarow, Monika; Tenenhaus, Arthur und 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), Dublin, 21st to the 26th August. [PDF, 483kB]

Heinzl, Felix und Tutz, Gerhard (17. November 2011): Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm. Department of Statistics: Technical Reports, Nr. 115 [PDF, 698kB]

Kaiser, Sebastian; Träger, Dominik und Leisch, Friedrich (22. Februar 2011): Generating Correlated Ordinal Random Values. Department of Statistics: Technical Reports, Nr. 94 [PDF, 652kB]

Petry, Sebastian; Flexeder, Claudia und Tutz, Gerhard (2. März 2011): Pairwise Fused Lasso. Department of Statistics: Technical Reports, Nr. 102 [PDF, 745kB]

Petry, Sebastian und Tutz, Gerhard (2011): The OSCAR for Generalized Linear Models. Department of Statistics: Technical Reports, Nr. 112 [PDF, 745kB]

Shalabh, Shalabh und Heumann, Christian (11. Februar 2011): Simultaneous Prediction of Actual and Average Values of Study Variable Using Stein-rule Estimators. Department of Statistics: Technical Reports, Nr. 104 [PDF, 517kB]

Ulbricht, Jan und Tutz, Gerhard (2011): Combining Quadratic Penalization and Variable Selection via Forward Boosting. Department of Statistics: Technical Reports, Nr. 99 [PDF, 1MB]

Wiencierz, Andrea; Greven, Sonja und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (6. Juni 2011): Restricted Likelihood Ratio Testing in Linear Mixed Models with General Error Covariance Structure. Department of Statistics: Technical Reports, Nr. 109 [PDF, 433kB]

Zahid, Faisal Maqbool (2011): Ordinal Ridge Regression with Categorical Predictors. Department of Statistics: Technical Reports, Nr. 101 [PDF, 284kB]

Zahid, Faisal Maqbool und Heumann, Christian (2011): Regularized Proportional Odds Models. Department of Statistics: Technical Reports, Nr. 103 [PDF, 414kB]

Zahid, Faisal Maqbool und Tutz, Gerhard (2011): Proportional Odds Models with High-dimensional Data Structure. Department of Statistics: Technical Reports, Nr. 100 [PDF, 989kB]

2010

Ahmad, M. Rauf (15. Oktober 2010): Tests for covariance matrices, particularly for high dimensional data. Department of Statistics: Technical Reports, Nr. 91 [PDF, 538kB]

Bernau, Christoph und Boulesteix, Anne-Laure (28. Januar 2010): Variable Selection and Parameter Tuning in High-Dimensional Prediction. Department of Statistics: Technical Reports, Nr. 76 [PDF, 448kB]

Boulesteix, Anne-Laure und Sauerbrei, Willi (2010): Added predictive value of high-throughput molecular data to clinical data, and its validation. Department of Statistics: Technical Reports, Nr. 87 Briefings in Bioinformatics, 12 [PDF, 278kB]

Boulesteix, Anne-Laure; Vincent, Guillemot und Willi, Sauerbrei (4. Mai 2010): Use of pre-transformation to cope with outlying values in important candidate genes. Department of Statistics: Technical Reports, Nr. 83 [PDF, 506kB]

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

Eugster, Manuel J. A. und Leisch, Friedrich (2010): Weighted and Robust Archetypal Analysis. Department of Statistics: Technical Reports, Nr. 82 [PDF, 1MB]

Eugster, Manuel J. A.; Leisch, Friedrich und Strobl, Carolin (9. März 2010): (Psycho-)Analysis of Benchmark Experiments. A Formal Framework for Investigating the Relationship between Data Sets and Learning Algorithms. Department of Statistics: Technical Reports, Nr. 78 [PDF, 785kB]

Gertheiss, Jan; Kärcher, Julia C. und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (2010): Analysis of DCE-MRI Data using a Nonnegative Elastic Net. Department of Statistics: Technical Reports, Nr. 90 [PDF, 2MB]

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

Kopf, Julia; Augustin, Thomas und Strobl, Carolin (2010): The potential of model-based recursive partitioning in the social sciences - Revisiting Ockham's Razor. Department of Statistics: Technical Reports, Nr. 88 [PDF, 661kB]

Kunz, Anne; Augustin, Thomas und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2010): Partially Identified Prevalence Estimation under Misclassification using the Kappa Coefficient. Department of Statistics: Technical Reports, Nr. 74 [PDF, 952kB]

Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas und Schmid, Matthias (13. Dezember 2010): GAMLSS for high-dimensional data – a flexible approach based on boosting. Department of Statistics: Technical Reports, Nr. 98 [PDF, 2MB]

Meyer, Sebastian; Elias, Johannes und Höhle, Michael (2010): A space-time conditional intensity model for infectious disease occurence. Department of Statistics: Technical Reports, Nr. 95 Biometrics, 68 [PDF, 4MB]

Mohajer, Mojgan; Englmeier, Karl-Hans und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (1. Dezember 2010): A comparison of Gap statistic definitions with and without logarithm function. Department of Statistics: Technical Reports, Nr. 96 [PDF, 766kB]

Monika, Jelizarow; Vincent, Guillemot; Arthur, Tenenhaus; Korbinian, Strimmer und Anne-Laure, Boulesteix (3. Mai 2010): Over-optimism in bioinformatics: an illustration. Department of Statistics: Technical Reports, Nr. 81 [PDF, 596kB]

Rieger, Anna; Hothorn, Torsten und Strobl, Carolin (2010): Random Forests with Missing Values in the Covariates. Department of Statistics: Technical Reports, Nr. 79 [PDF, 394kB]

Robinzonov, Nikolay; Tutz, Gerhard und Hothorn, Torsten (2010): Boosting Techniques for Nonlinear Time Series Models. Department of Statistics: Technical Reports, Nr. 75 [PDF, 2MB]

Scheipl, Fabian (8. September 2010): Normal-Mixture-of-Inverse-Gamma Priors for Bayesian Regularization and Model Selection in Structured Additive Regression Models. Department of Statistics: Technical Reports, Nr. 84 [PDF, 5MB]

Schmid, Matthias; Hothorn, Torsten; Maloney, K. O.; Weller, D. E. und Potapov, Sergej (2010): Geoadditive Regression Modeling of Stream Biological Condition. Department of Statistics: Technical Reports, Nr. 86 [PDF, 6MB]

Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (2. März 2010): Spatio-Temporal Modelling of Perfusion Cardiovascular MRI. Department of Statistics: Technical Reports, Nr. 77 [PDF, 545kB]

Seiler, Christian (2010): Dynamic modelling of Nonresponse in Business Surveys. Department of Statistics: Technical Reports, Nr. 93 [PDF, 407kB]

Strobl, Carolin; Kopf, Julia und Zeileis, Achim (2010): A new method for detecting differential item functioning in the Rasch model. Department of Statistics: Technical Reports, Nr. 92 [PDF, 407kB]

Tutz, Gerhard und Groll, Andreas (Dezember 2010): Binary and Ordinal Random Effects Models Including Variable Selection. Department of Statistics: Technical Reports, Nr. 97 [PDF, 1MB]

Tutz, Gerhard und Petry, Sebastian (9. Juli 2010): Nonparametric Estimation of the Link Function Including Variable Selection. Department of Statistics: Technical Reports, Nr. 85 [PDF, 3MB]

Zahid, Faisal Maqbool und Tutz, Gerhard (2010): Multinomial Logit Models with Implicit Variable Selection. Department of Statistics: Technical Reports, Nr. 89 [PDF, 461kB]

2009

Adebayo, Samson B.; Fahrmeir, Ludwig und Seiler, Christian (September 2009): Geoadditive Latent Variable Modelling of Count Data on Multiple Sexual Partnering in Nigeria. Department of Statistics: Technical Reports, Nr. 66 [PDF, 587kB]

Boulesteix, Anne-Laure und Hothorn, Torsten (1. September 2009): Testing the additional predictive value of high-dimensional molecular data. Department of Statistics: Technical Reports, Nr. 64 [PDF, 439kB]

Boulesteix, Anne-Laure und Slawski, Martin (13. Mai 2009): Stability and aggregation of ranked gene lists. Department of Statistics: Technical Reports, Nr. 59 Briefings in Bioinformatics, 10 [PDF, 439kB]

Boulesteix, Anne-Laure und Strobl, Carolin (8. Mai 2009): Optimal classifier selection and negative bias in error rate estimation: An empirical study on high-dimensional prediction. Department of Statistics: Technical Reports, Nr. 58 BMC Medical Research Methodology (accepted for publication) [PDF, 321kB]

Dolnicar, Sara und Leisch, Friedrich (2009): Evaluation of Structure and Reproducibility of Cluster Solutions Using the Bootstrap. Department of Statistics: Technical Reports, Nr. 63 [PDF, 793kB]

Eugster, Manuel J. A. und Leisch, Friedrich (2009): Exploratory Analysis of Benchmark Experiments -- An Interactive Approach. Department of Statistics: Technical Reports, Nr. 56 [PDF, 3MB]

Fenske, Nora; Kneib, Thomas und Hothorn, Torsten (2. April 2009): Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression. Department of Statistics: Technical Reports, Nr. 52 [PDF, 946kB]

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

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

Heinzl, Felix; Kneib, Thomas und Fahrmeir, Ludwig (8. Oktober 2009): Additive mixed models with Dirichlet process mixture and P-spline priors. Department of Statistics: Technical Reports, Nr. 68 [PDF, 15MB]

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas und Schmid, Matthias (10. Dezember 2009): A Framework for Unbiased Model Selection Based on Boosting. Department of Statistics: Technical Reports, Nr. 72 [PDF, 914kB]

Kneib, Thomas; Konrath, Susanne und Fahrmeir, Ludwig (23. Januar 2009): High-dimensional Structured Additive Regression Models: Bayesian Regularisation, Smoothing and Predictive Performance. Department of Statistics: Technical Reports, Nr. 46 [PDF, 671kB]

Knüsel, Leo (2009): The General Linear Model and the Generalized Singular Value Decomposition; Some Examples. Department of Statistics: Technical Reports, Nr. 49 [PDF, 690kB]

Knüsel, Leo (2009): The General Linear Model and the Generalized Singular Value Decomposition. Department of Statistics: Technical Reports, Nr. 48 [PDF, 425kB]

Krämer, Nicole; Schäfer, Juliane und Boulesteix, Anne-Laure (6. Mai 2009): Regularized estimation of large-scale gene association networks using graphical Gaussian models. Department of Statistics: Technical Reports, Nr. 57 BMC Bioinformatics (accepted for publication) [PDF, 546kB]

Leisch, Friedrich (17. Juni 2009): Neighborhood Graphs, Stripes and Shadow Plots for Cluster Visualization. Department of Statistics: Technical Reports, Nr. 61 [PDF, 1MB]

Oppel, Steffen; Strobl, Carolin und Huettmann, Falk (2009): Alternative methods to quantify variable importance in ecology. Department of Statistics: Technical Reports, Nr. 65 [PDF, 161kB]

Petry, Sebastian und Tutz, Gerhard (7. April 2009): Shrinkage and Variable Selection by Polytopes. Department of Statistics: Technical Reports, Nr. 53 [PDF, 963kB]

Scharl, Theresa; Grün, Bettina und Leisch, Friedrich (2009): Mixtures of Regression Models for Time-Course Gene Expression Data: Evaluation of Initialization and Random Effects. Department of Statistics: Technical Reports, Nr. 71 [PDF, 735kB]

Scharl, Theresa; Voglhuber, Ingo und Leisch, Friedrich (2009): Exploratory and Inferential Analysis of Gene Cluster Neighborhood Graphs. Department of Statistics: Technical Reports, Nr. 70 [PDF, 1MB]

Schmidberger, Markus; Morgan, Martin; Eddelbuettel, Dirk; Yu, Hao; Tierney, Luke und Mansmann, Ulrich (2009): State-of-the-Art in Parallel Computing with R. Department of Statistics: Technical Reports, Nr. 47 Journal of Statistical Software, 31 [PDF, 525kB]

Slawski, Martin; Castell, Wolfgang zu und Tutz, Gerhard (9. März 2009): Feature Selection Guided by Structural Information. Department of Statistics: Technical Reports, Nr. 51 [PDF, 1MB]

Strobl, Carolin; Hothorn, Torsten und Zeileis, Achim (11. Februar 2009): Party on! A New, Conditional Variable Importance Measure for Random Forests Available in the party Package. Department of Statistics: Technical Reports, Nr. 50 [PDF, 274kB]

Strobl, Carolin; Malley, James und 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, Nr. 55 [PDF, 974kB]

Strobl, Carolin; Wickelmaier, Florian und Zeileis, Achim (April 2009): Accounting for Individual Differences in Bradley-Terry Models by Means of Recursive Partitioning. Department of Statistics: Technical Reports, Nr. 54 [PDF, 536kB]

Walter, Gero und Augustin, Thomas (9. September 2009): Bayesian Linear Regression. Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict. Department of Statistics: Technical Reports, Nr. 69 [PDF, 337kB]

Zahid, Faisal Maqbool und Tutz, Gerhard (September 2009): Ridge Estimation for Multinomial Logit Models with Symmetric Side Constraints. Department of Statistics: Technical Reports, Nr. 67 [PDF, 287kB]

2008

Cattaneo, Marco E. G. V. (29. Februar 2008): Probabilistic-possibilistic belief networks. Department of Statistics: Technical Reports, Nr. 32 [PDF, 308kB]

Eugster, Manuel J. A.; Hothorn, Torsten und Leisch, Friedrich (30. Mai 2008): Exploratory and Inferential Analysis of Benchmark Experiments. Department of Statistics: Technical Reports, Nr. 30 [PDF, 1MB]

Eugster, Manuel J. A. und Leisch, Friedrich (2008): Spider-Man, the Child and the Trickster -- Archetypal Analysis in R. Department of Statistics: Technical Reports, Nr. 44 [PDF, 1MB]

Eugster, Manuel J. A. und Leisch, Friedrich (8. April 2008): Bench Plot and Mixed Effects Models: First steps toward a comprehensive benchmark analysis toolbox. Department of Statistics: Technical Reports, Nr. 26 Compstat 2008-Proceedings in Computational Statistics [PDF, 491kB]

Fahrmeir, Ludwig und Khatab, Khaled (2008): Geoadditive Latent Variable Modelling of Child Morbidity and Malnutrition in Nigeria. Department of Statistics: Technical Reports, Nr. 20 [PDF, 755kB]

Fenske, Nora; Fahrmeir, Ludwig; Rzehak, Peter und 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, Nr. 38 [PDF, 1MB]

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

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

Grün, Bettina und Leisch, Friedrich (April 2008): Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects. Department of Statistics: Technical Reports, Nr. 24 [PDF, 801kB]

Grün, Bettina und Leisch, Friedrich (2008): Dealing with Label Switching in Mixture Models Under Genuine Multimodality. In: Journal of Multivariate Analysis, Bd. 100, Nr. 5: S. 851-861 [PDF, 4MB]

Hofner, Benjamin; Hothorn, Torsten und Kneib, Thomas (27. November 2008): Variable Selection and Model Choice in Structured Survival Models. Department of Statistics: Technical Reports, Nr. 43 [PDF, 1MB]

Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2008): Building Cox-Type Structured Hazard Regression Models with Time-Varying Effects. Department of Statistics: Technical Reports, Nr. 27 Statistical Modelling (to appear) [PDF, 517kB]

Hothorn, Torsten; Bretz, Frank und Westfall, Peter (2008): Simultaneous Inference in General Parametric Models. Department of Statistics: Technical Reports, Nr. 19 [PDF, 416kB]

Höhle, Michael (2. Oktober 2008): Spatio-temporal epidemic modelling using additive-multiplicative intensity models. Department of Statistics: Technical Reports, Nr. 41 [PDF, 3MB]

Kaiser, Sebastian und Leisch, Friedrich (16. April 2008): A Toolbox for Bicluster Analysis in R. Department of Statistics: Technical Reports, Nr. 28 [PDF, 589kB]

Khatab, Khaled und Fahrmeir, Ludwig (2008): Analysis of Childhood Morbidity with Geoadditive Probit and Latent Variable Model: A case study for Egypt. Department of Statistics: Technical Reports, Nr. 21 [PDF, 1MB]

Knüsel, Leo (2008): Factor Analysis: Chisquare as Rotation Criterion. Department of Statistics: Technical Reports, Nr. 40 [PDF, 303kB]

Knüsel, Leo (20. Oktober 2008): Singulärwert-Zerlegung und Methode der kleinsten Quadrate. Department of Statistics: Technical Reports, Nr. 31 [PDF, 437kB]

Konrath, Susanne; Kneib, Thomas und Fahrmeir, Ludwig (1. August 2008): Bayesian Regularisation in Structured Additive Regression Models for Survival Data. Department of Statistics: Technical Reports, Nr. 35 [PDF, 809kB]

Leisch, Friedrich (2008): Creating R Packages: A Tutorial. In: Brito, Paula (Hrsg.): Compstat 2008 - Proceedings in Computational Statistics. Heidelberg, Germany: Physica-Verlag. [PDF, 400kB]

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 [PDF, 412kB]

Leitenstorfer, Florian und Tutz, Gerhard (20. Juni 2008): Estimation of Single-Index Models Based on Boosting Techniques. Department of Statistics: Technical Reports, Nr. 34 [PDF, 782kB]

Scharl, Theresa und Leisch, Friedrich (2008): Visualizing Gene Clusters using Neighborhood Graphs in R. Department of Statistics: Technical Reports, Nr. 16 [PDF, 501kB]

Scheipl, Fabian und Kneib, Thomas (19. März 2008): Locally Adaptive Bayesian P-Splines with a Normal-Exponential-Gamma Prior. Department of Statistics: Technical Reports, Nr. 22 [PDF, 3MB]

Schmid, Matthias und Hothorn, Torsten (2008): Flexible Boosting of Accelerated Failure Time Models. Department of Statistics: Technical Reports, Nr. 18 [PDF, 378kB]

Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette und Hothorn, Torsten (24. November 2008): Estimation and Regularization Techniques for Regression Models with Multidimensional Prediction Functions. Department of Statistics: Technical Reports, Nr. 42 [PDF, 756kB]

Schmid, Matthias und Schneeweiß, Hans (4. April 2008): The Effect of Microaggregation by Individual Ranking on the Estimation of Moments. Department of Statistics: Technical Reports, Nr. 25 [PDF, 402kB]

Schneeweiß, Hans und Komlos, John (16. Dezember 2008): Probabilistic Rounding and Sheppard's Correction. Department of Statistics: Technical Reports, Nr. 45 [PDF, 381kB]

Slawski, Martin; Daumer, Martin und Boulesteix, Anne-Laure (30. Mai 2008): CMA - A comprehensive Bioconductor package for supervised classification with high dimensional data. Department of Statistics: Technical Reports, Nr. 29 [PDF, 456kB]

Strobl, Carolin; Boulesteix, Anne-Laure; Kneib, Thomas; Augustin, Thomas und Zeileis, Achim (28. März 2008): Conditional Variable Importance for Random Forests. Department of Statistics: Technical Reports, Nr. 23 [PDF, 394kB]

Strobl, Carolin und Zeileis, Achim (30. Januar 2008): Danger: High Power! – Exploring the Statistical Properties of a Test for Random Forest Variable Importance. Department of Statistics: Technical Reports, Nr. 17 [PDF, 323kB]

2007

---, Shalabh und Heumann, Christian (12. Dezember 2007): Weighted Mixed Regression Estimation Under Biased Stochastic Restrictions. Department of Statistics: Technical Reports, Nr. 10 [PDF, 520kB]

---, Shalabh; Toutenburg, Helge und Heumann, Christian (10. Dezember 2007): Stein-Rule Estimation under an Extended Balanced Loss Function. Department of Statistics: Technical Reports, Nr. 7 [PDF, 1MB]

Boulesteix, Anne-Laure; Strobl, Carolin; Augustin, Thomas und Daumer, Martin (2007): Evaluating microarray-based classifiers: an overview. Department of Statistics: Technical Reports, Nr. 5 [PDF, 422kB]

Boulesteix, Anne-Laure; Strobl, Carolin; Weidinger, S.; Wichmann, Heinz-Erich und Wagenpfeil, S. (2007): Multiple testing for SNP-SNP interactions. Department of Statistics: Technical Reports, Nr. 4 [PDF, 928kB]

Grün, Bettina und Leisch, Friedrich (2007): Finite Mixtures of Generalized Linear Regression Models. Department of Statistics: Technical Reports, Nr. 13 [PDF, 498kB]

Höhle, Michael; Paul, Michaela und Held, Leonhard (17. Dezember 2007): Statistical approaches to the surveillance of infectious diseases for veterinary public health. Department of Statistics: Technical Reports, Nr. 14 [PDF, 819kB]

Kneib, Thomas; Hothorn, Torsten und Tutz, Gerhard (2007): Variable Selection and Model Choice in Geoadditive Regression Models. Department of Statistics: Technical Reports, Nr. 3 [PDF, 1MB]

Kneib, Thomas; Knauer, Felix und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2007): A General Approach for the Analysis of Habitat Selection. Department of Statistics: Technical Reports, Nr. 1 [PDF, 842kB]

Leisch, Friedrich (2007): R behind the scenes: Using S the (un)usual way. Department of Statistics: Technical Reports, Nr. 12 [PDF, 1MB]

Schmid, Matthias und Hothorn, Torsten (2007): Boosting Additive Models using Component-wise P-Splines. Department of Statistics: Technical Reports, Nr. 2 [PDF, 483kB]

Shafik, Nivien und Tutz, Gerhard (2007): Boosting Nonlinear Additive Autoregressive Time Series. Department of Statistics: Technical Reports, Nr. 6 [PDF, 776kB]

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

Ulbricht, Jan und Tutz, Gerhard (11. Dezember 2007): Boosting Correlation Based Penalization in Generalized Linear Models. Department of Statistics: Technical Reports, Nr. 9 [PDF, 718kB]

Wißmann, Malte; Toutenburg, Helge und ---, Shalabh (10. Dezember 2007): Role of Categorical Variables in Multicollinearity in the Linear Regression Model. Department of Statistics: Technical Reports, Nr. 8 [PDF, 844kB]

Diese Liste wurde am Mon Mar 18 18:16:37 2024 CET erstellt.