Mathematics, Computer Science and Statistics > Statistics > Technical Reports

2021

Berger, Ursula; Fritz, Cornelius; Kauermann, Göran (May 2021): Eine statistische Analyse des Effekts von verpflichtenden Tests an Schulen mit Präsenzunterricht im Vergleich zum Distanzunterricht. Department of Statistics: Technical Reports, No.238 [PDF, 378kB]

Fütterer, Cornelia; Nalenz, Malte; Augustin, Thomas (11. November 2021): Discriminative Power Lasso - Incorporating Discriminative Power of Genes into Regularization-Based Variable Selection. Department of Statistics: Technical Reports, No.239 [PDF, 436kB]

Hornung, Roman; Boulesteix, Anne-Laure (9. March 2021): Interaction Forests: Identifying and exploiting interpretable quantitative and qualitative interaction effects. Department of Statistics: Technical Reports, No.237 [PDF, 805kB]

Nalenz, Malte; Augustin, Thomas (11. November 2021): Cultivated Random Forests: Robust Decision Tree Learning through Tree Structured Ensembles. Department of Statistics: Technical Reports, No.240 [PDF, 463kB]

Schwaferts, Patrick (10. February 2021): Updating Consistency in Bayes Factors. Department of Statistics: Technical Reports, No.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, No.234 [PDF, 500kB]

Klau, Simon; Hoffmann, Sabine; Patel, Chirag; Ioannidis, John; Boulesteix, Anne-Laure (5. February 2020): Examining the robustness of observational associations to model, measurement and sampling uncertainty with the vibration of effects framework. Department of Statistics: Technical Reports, No.233 [PDF, 513kB]

Klau, Simon; Schönbrodt, Felix D. ORCID: 0000-0002-8282-3910; Patel, Chirag; Ioannidis, John; Boulesteix, Anne-Laure; Hoffmann, Sabine (5. February 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, No.232 [PDF, 1MB]

Razzak, Humera; Heumann, Christian (7. January 2020): Application of Iterative Hybrid MI Approach to Household Survey Data with Complex Dependency Structures. Department of Statistics: Technical Reports, No.231 [PDF, 1MB]

Razzak, Humera; Heumann, Christian (7. January 2020): The ability of different imputation methods to capture complex dependencies in high dimensions. Department of Statistics: Technical Reports, No.230 [PDF, 1MB]

Razzak, Humera; Heumann, Christian (7. January 2020): A hybrid technique for the multiple imputation of survey data. Department of Statistics: Technical Reports, No.229 [PDF, 2MB]

Schwaferts, Patrick; Augustin, Thomas (17. November 2020): Bayesian Decisions using Regions of Practical Equivalence (ROPE): Foundations. Department of Statistics: Technical Reports, No.235 [PDF, 454kB]

2019

Endres, Eva; Augustin, Thomas (17. April 2019): Utilizing log-linear Markov networks to integrate categorical data files. Department of Statistics: Technical Reports, No.222 [PDF, 619kB]

Endres, Eva; Newger, Katrin; Augustin, Thomas (23. April 2019): Binary data fusion using undirected probabilistic graphical models: Combining statisticalmatching and the Ising model. Department of Statistics: Technical Reports, No.223 [PDF, 481kB]

Mauerer, Ingrid; Schneider, Micha (6. August 2019): Uncertainty in Issue Placements and Spatial Voting. Department of Statistics: Technical Reports, No.226 [PDF, 524kB]

Razzak, Humera; Heumann, Christian (3. December 2019): Predictive performance of a hybrid technique for the multiple imputation of survey data. Department of Statistics: Technical Reports, No.228 [PDF, 818kB]

Schneider, Micha (6. August 2019): Dealing with Heterogeneity in Discrete Survival Analysis using the Cure Model. Department of Statistics: Technical Reports, No.224 [PDF, 739kB]

Schneider, Micha; Pößnecker, Wolfgang; Tutz, Gerhard (6. August 2019): Variable Selection in Mixture Models with an Uncertainty Component. Department of Statistics: Technical Reports, No.225 [PDF, 805kB]

Schüller, Nicole; Boulesteix, Anne-Laure; Bischl, Bernd; Unger, Kristian; Hornung, Roman (18. March 2019): Improved outcome prediction across data sources through robust parameter tuning. Department of Statistics: Technical Reports, No.221 [PDF, 522kB]

Tutz, Gerhard (3. January 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, No.220 [PDF, 477kB]

Tutz, Gerhard; Draxler, Clemens (30. October 2019): A Common Framework for Classical and Tree-Based Item Response Models Including Extended Hierarchically Structured Models. Department of Statistics: Technical Reports, No.227 [PDF, 520kB]

2018

Endres, Eva; Fink, Paul; Augustin, Thomas (28. February 2018): Imprecise Imputation: A Nonparametric Micro Approach Reflecting the Natural Uncertainty of Statistical Matching with Categorical Data. Department of Statistics: Technical Reports, No.214 [PDF, 629kB]

Hornung, Roman; Wright, Marvin N. (20. December 2018): Block Forests: random forests for blocks of clinical and omics covariate data. Department of Statistics: Technical Reports, No.219 [PDF, 432kB]

Janse, Christoph; Schollmeyer, Georg; Augustin, Thomas (1. March 2018): Quantifying Degrees of E-admissibility in Decision Making with Imprecise Probabilities. Department of Statistics: Technical Reports, No.215 [PDF, 605kB]

Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (24. April 2018): Concepts for Decision Making under Severe Uncertainty with Partial Ordinal and Partial Cardinal Preferences. Department of Statistics: Technical Reports, No.216 [PDF, 672kB]

Tutz, Gerhard (20. December 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, No.218 [PDF, 449kB]

Tutz, Gerhard; Schauberger, Gunther (24. September 2018): Uncertainty as Response Style in Latent Trait Models. Department of Statistics: Technical Reports, No. 217, [PDF, 543kB]

2017

Couronné, Raphael; Probst, Philipp; Boulesteix, Anne-Laure (21. July 2017): Random forest versus logistic regression: a large-scale benchmark experiment. Department of Statistics: Technical Reports, No.205 [PDF, 909kB]

Drießlein, David; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487; Tutz, Gerhard; Wippert, Pia Maria (1. September 2017): Variable Selection and Inference in a follow-up Study on Back Pain. Department of Statistics: Technical Reports, No.211 [PDF, 550kB]

Drießlein, David; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487; Tutz, Gerhard; Wippert, Pia Maria (31. August 2017): Variable selection and inference in a follow-up study on back pain. Department of Statistics: Technical Reports, No.206 [PDF, 519kB]

Hornung, Roman (23. October 2017): Ordinal Forests. Department of Statistics: Technical Reports, No.212 [PDF, 470kB]

Janitza, Silke (10. April 2017): On the overestimation of random forest’s out-of-bag error. Department of Statistics: Technical Reports, No.204 [PDF, 641kB]

Klau, Simon; Jurinovic, Vindi; Hornung, Roman; Herold, Tobias; 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, No.213 [PDF, 528kB]

Plass, Julia; Cattaneo, Marco E. G. V.; Augustin, Thomas; Schollmeyer, Georg; 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, No.206 [PDF, 866kB]

Plass, Julia; Cattaneo, Marco E. G. V.; Schollmeyer, Georg; Augustin, Thomas (22. March 2017): On the testability of coarsening assumptions: A hypothesis test for subgroup independence. Department of Statistics: Technical Reports, No.201 [PDF, 1MB]

Schauberger, Gunther; Tutz, Gerhard (17. January 2017): BTLLasso - A Common Framework and Software Package for the Inclusion and Selection of Covariates in Bradley-Terry Models. Department of Statistics: Technical Reports, No.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, No.208 [PDF, 3MB]

Schollmeyer, Georg (31. August 2017): Lower quantiles for complete lattices. Department of Statistics: Technical Reports, No.207 [PDF, 528kB]

Schollmeyer, Georg; Jansen, Christoph; Augustin, Thomas (31. August 2017): A simple descriptive method for multidimensional item response theory based on stochastic dominance. Department of Statistics: Technical Reports, No.210 [PDF, 1MB]

Schollmeyer, Georg; Jansen, Christoph; 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, No.209 [PDF, 2MB]

Tutz, Gerhard; Schneider, Micha (24. February 2017): Mixture Models for Ordinal Responses with a Flexible Uncertainty Component. Department of Statistics: Technical Reports, No.203 [PDF, 575kB]

2016

Bender, A.; Scheipl, F.; Küchenhoff, H.; Day, A. G.; Hartl, W. (2016): Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models. Department of Statistics: Technical Reports, No.192 [PDF, 212kB]

Bender, A.; Scheipl, F.; Küchenhoff, H.; Hartl, W.; Day, A. (2016): Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models. Department of Statistics: Technical Reports, No.192 [PDF, 324kB]

Boulesteix, Anne-Laure; Janitza, Silke; Hornung, Roman; Probst, Philipp; Busen, Hannah; Hapfelmeier, Alexander (19. December 2016): Making Complex Prediction Rules Applicable for Readers: Current Practice in Random Forest Literature and Recommendations. Department of Statistics: Technical Reports, No.199 [PDF, 456kB]

Boulesteix, Anne-Laure; Wilson, Rory; Hapfelmeier, Alexander (27. October 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, No.198 [PDF, 270kB]

Engelhardt, Alexander; Rieger, Anna; Tresch, Achim; Mansmann, Ulrich (19. December 2016): Efficient Maximum Likelihood Estimation for Pedigree Data with the Sum-Product Algorithm. Department of Statistics: Technical Reports, No.200 [PDF, 541kB]

Fuchs, Mathias; Jiang, Xiaoyu; Anne-Laure, Boulesteix (14. January 2016): The computationally optimal test set size in simulation studies on supervised learning. Department of Statistics: Technical Reports, No.189 [PDF, 432kB]

Groll, Andreas; Hastie, Trevor; Tutz, Gerhard (25. February 2016): Regularization in Cox Frailty Models. Department of Statistics: Technical Reports, No.191 [PDF, 8MB]

Groll, Andreas; Kneib, Thomas; Mayr, Andreas; Schauberger, Gunther (22. July 2016): Who’s the Favourite? – A Bivariate Poisson Model for the UEFA European Football Championship 2016. Department of Statistics: Technical Reports, No.195 [PDF, 588kB]

Hornung, Roman; Causeur, David; Bernau, Christoph; Boulesteix, Anne-Laure (8. June 2016): Improving cross-study prediction through addon batch effect adjustment and addon normalization. Department of Statistics: Technical Reports, No.194 [PDF, 481kB]

Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (5. August 2016): A Probabilistic Evaluation Framework for Preference Aggregation Reflecting Group Homogeneity. Department of Statistics: Technical Reports, No.193 [PDF, 653kB]

Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (5. August 2016): Probabilistic Evaluation of Preference Aggregation Functions: A Statistical Approach in Social Choice Theory. Department of Statistics: Technical Reports, No.193 [PDF, 599kB]

Pößnecker, Wolfgang; Tutz, Gerhard (18. January 2016): A General Framework for the Selection of Effect Type in Ordinal Regression. Department of Statistics: Technical Reports, No.186 [PDF, 625kB]

Schauberger, Gunther; Groll, Andreas; Tutz, Gerhard (25. August 2016): Modeling Football Results in the German Bundesliga Using Match-specific Covariates. Department of Statistics: Technical Reports, No.197 [PDF, 560kB]

Seibold, Heidi; Bernau, Christoph; Boulesteix, Anne-Laure; De Bin, Riccardo (7. January 2016): On the choice and influence of the number of boosting steps. Department of Statistics: Technical Reports, No.188 [PDF, 472kB]

Tutz, Gerhard; Moritz, Berger (22. February 2016): Separating Location and Dispersion in Ordinal Regression Models. Department of Statistics: Technical Reports, No.190 [PDF, 632kB]

Tutz, Gerhard; Schauberger, Gunther; Berger, Moritz (23. August 2016): Response Styles in the Partial Credit Model. Department of Statistics: Technical Reports, No.196 [PDF, 770kB]

2015

Bollmann, Stella; Heene, Moritz; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487; Bühner, Markus (14. April 2015): What can the Real World do for simulation studies? A comparison of exploratory methods. Department of Statistics: Technical Reports, No.181 [PDF, 1MB]

Bollmann, Stella; Hölzl, Andreas; Heene, Moritz; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487; Bühner, Markus (14. April 2015): Evaluation of a new k-means approach for exploratory clustering of items. Department of Statistics: Technical Reports, No.182 [PDF, 1MB]

Boulesteix, Anne-Laure; De Bin, Riccardo; Jiang, Xiaoyu; Fuchs, Mathias (17. December 2015): IPF-LASSO: integrative L1-penalized regression with penalty factors for prediction based on multi-omics data. Department of Statistics: Technical Reports, No.187 [PDF, 497kB]

Casalicchio, Giuseppe; Bischl, Bernd; Boulesteix, Anne-Laure; Schmid, Matthias (9. January 2015): The Residual-based Predictiveness Curve - A Visual Tool to Assess the Performance of Prediction Models. Department of Statistics: Technical Reports, No.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, No.180 [PDF, 507kB]

Hornung, Roman; Boulesteix, Anne-Laure; Causeur, David (22. September 2015): Combining location-and-scale batch effect adjustment with data cleaning by latent factor adjustment. Department of Statistics: Technical Reports, No.184 [PDF, 525kB]

Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure (22. October 2015): A computationally fast variable importance test for random forests for high-dimensional data. Department of Statistics: Technical Reports, No.185 [PDF, 1MB]

Janitza, Silke; Tutz, Gerhard (2. January 2015): Prediction Models for Time Discrete Competing Risks. Department of Statistics: Technical Reports, No.177 [PDF, 552kB]

Plass, Julia; Fink, Paul; Schöning, Norbert; Augustin, Thomas (10. March 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, No.179 [PDF, 601kB]

Schauberger, Gunther; 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, No.183 [PDF, 440kB]

Scheipl, Fabian; Greven, Sonja (11. June 2015): Identifiability in penalized function-on-function regression models. Department of Statistics: Technical Reports, No.125 [PDF, 825kB]

2014

Abou El-Komboz, Basil; Zeileis, Achim; Strobl, Carolin (16. January 2014): Detecting Differential Item and Step Functioning with Rating Scale and Partial Credit Trees. Department of Statistics: Technical Reports, No.152 [PDF, 548kB]

Casalicchio, Giuseppe; Tutz, Gerhard; Schauberger, Gunther (28. May 2014): Subject-specific Bradley-Terry-Luce Models with Implicit Variable Selection. Department of Statistics: Technical Reports, No.160 [PDF, 396kB]

De Bin, Riccardo; Herold, Tobias; Boulesteix, Anne-Laure (18. February 2014): Added predictive value of omics data: specific issues related to validation illustrated by two case studies. Department of Statistics: Technical Reports, No.154 [PDF, 542kB]

De Bin, Riccardo; Janitza, Silke; Sauerbrei, Willi; Boulesteix, Anne-Laure (14. October 2014): Subsampling versus bootstrapping in resampling-based model selection for multivariable regression. Department of Statistics: Technical Reports, No.171 [PDF, 379kB]

De Bin, Riccardo; Sartori, Nicola; Severini, Thomas A. (26. February 2014): Integrated likelihoods in models with stratum nuisance parameters. Department of Statistics: Technical Reports, No.157 [PDF, 419kB]

De Bin, Riccardo; Scarpa, Bruno (8. September 2014): Non-parametric Bayesian modeling of cervical mucus symptom. Department of Statistics: Technical Reports, No.170 [PDF, 460kB]

Fuchs, Mathias; Krautenbacher, Norbert (November 2014): Minimization and estimation of the variance of prediction errors for cross-validation designs. Department of Statistics: Technical Reports, No.173 [PDF, 468kB]

Groll, Andreas; Schauberger, Gunther; Tutz, Gerhard (2. July 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, No.166 [PDF, 634kB]

Hess, Wolfgang; Tutz, Gerhard; Gertheiss, Jan (23. February 2014): A Flexible Link Function for Discrete-Time Duration Models. Department of Statistics: Technical Reports, No.155 [PDF, 626kB]

Hornung, Roman; Bernau, Christoph; Truntzer, Caroline; Stadler, Thomas; 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, No.159 [PDF, 580kB]

Janitza, Silke; Binder, Harald; 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, No.163 [PDF, 1MB]

Janitza, Silke; Tutz, Gerhard; Boulesteix, Anne-Laure (1. December 2014): Random Forests for Ordinal Response Data: Prediction and Variable Selection. Department of Statistics: Technical Reports, No.174 [PDF, 597kB]

Jelizarow, Monika; Mansmann, Ulrich; 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, No.168 [PDF, 355kB]

Laubender, Rüdiger P.; Mansmann, Ulrich (24. December 2014): Estimating individual treatment effects from responses and a predictive biomarker in a parallel group RCT. Department of Statistics: Technical Reports, No.176 [PDF, 2MB]

Mauerer, Ingrid; Pößnecker, Wolfgang; Thurner, Paul W.; 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, No.158 [PDF, 709kB]

Möst, Stephanie; Pößnecker, Wolfgang; Tutz, Gerhard (28. May 2014): Variable Selection for Discrete Competing Risks Models. Department of Statistics: Technical Reports, No.161 [PDF, 729kB]

Rospleszcz, Susanne; Janitza, Silke; 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, No.164 [PDF, 604kB]

Schneeweiß, Hans (30. June 2014): The linear GMM model with singular covariance matrix due to the elimination of a nuisance parameter. Department of Statistics: Technical Reports, No.165 [PDF, 307kB]

Thurner, Paul W.; Klima, André; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487 (June 2014): Agricultural Structure and the Rise of the Nazi Party reconsidered. Department of Statistics: Technical Reports, No.162 [PDF, 7MB]

Tutz, Gerhard; Groll, Andreas (2014): Variable Selection in Discrete Survival Models Including Heterogeneity. Department of Statistics: Technical Reports, No.167 [PDF, 571kB]

Tutz, Gerhard; Moritz, Berger (12. August 2014): Tree-Structured Modelling of Categorical Predictors in Regression. Department of Statistics: Technical Reports, No.169 [PDF, 573kB]

Tutz, Gerhard; Oelker, Margret-Ruth (30. October 2014): Modeling Clustered Heterogeneity: Fixed Effects, Random Effects and Mixtures. Department of Statistics: Technical Reports, No.156 [PDF, 649kB]

Tutz, Gerhard; Ramzan, Shahla (13. October 2014): Improved Methods for the Imputation of Missing Data by Nearest Neighbor Methods. Department of Statistics: Technical Reports, No.172 [PDF, 672kB]

Tutz, Gerhard; Schauberger, Gunther (7. January 2014): Extended Ordered Paired Comparison Models with Application to Football Data from German Bundesliga. Department of Statistics: Technical Reports, No.151 [PDF, 538kB]

Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico (16. December 2014): Mixture Models for Ordinal Responses to Account for Uncertainty of Choice. Department of Statistics: Technical Reports, No.175 [PDF, 597kB]

2013

Abedieh, Jasmin; Groll, Andreas; Eugster, Manuel J. A. (8. February 2013): Measuring Concentration in Data with an Exogenous Order. Department of Statistics: Technical Reports, No.140 [PDF, 484kB]

Boulesteix, Anne-Laure; Hable, Robert; Lauer, Sabine; Eugster, Manuel J. A. (January 2013): A Statistical Framework for Hypothesis Testing in Real Data Comparison Studies. Department of Statistics: Technical Reports, No.136 [PDF, 413kB]

Boulesteix, Anne-Laure; Lauer, Sabine; Eugster, Manuel J. A. (January 2013): A plea for neutral comparison studies in computational sciences. Department of Statistics: Technical Reports, No.135 [PDF, 485kB]

Cattaneo, Marco E. G. V. (22. August 2013): On maxitive integration. Department of Statistics: Technical Reports, No.147 [PDF, 512kB]

De Bin, Riccardo; Sauerbrei, Willi; Boulesteix, Anne-Laure (31. October 2013): Investigating the prediction ability of survival models based on both clinical and omics data: two case studies. Department of Statistics: Technical Reports, No.153 [PDF, 453kB]

Fuchs, Mathias; Hornung, Roman; De Bin, Riccardo; Boulesteix, Anne-Laure (12. November 2013): A U-statistic estimator for the variance of resampling-based error estimators. Department of Statistics: Technical Reports, No.148 [PDF, 323kB]

Hapfelmeier, Alexander; Ulm, Kurt (15. January 2013): Variable selection with Random Forests for missing data. Department of Statistics: Technical Reports, No.137 [PDF, 563kB]

Heinzl, Felix; Tutz, Gerhard (14. February 2013): Clustering in Additive Mixed Models with Approximate Dirichlet Process Mixtures using the EM Algorithm. Department of Statistics: Technical Reports, No.138 [PDF, 1MB]

Jelizarow, Monika; Cieza, Alarcos; Mansmann, Ulrich (17. April 2013): Global permutation tests for multivariate ordinal data: alternatives, test statistics, and the null dilemma. Department of Statistics: Technical Reports, No.142 [PDF, 727kB]

Kalus, Stefanie; Sämann, Philipp; Czisch, Michael; Fahrmeir, Ludwig (26. June 2013): fMRI activation detection with EEG priors. Department of Statistics: Technical Reports, No.146 [PDF, 1MB]

Kato, Mika; Mittnik, Stefan; Samaan, Daniel; Semmler, Willi (15. November 2013): Employment and Output Effects of Climate Policies. Department of Statistics: Technical Reports, No.149 [PDF, 1MB]

Kopf, Julia; Zeileis, Achim; Strobl, Carolin (24. November 2013): Anchor selection strategies for DIF analysis: Review, assessment, and new approaches. Department of Statistics: Technical Reports, No.150 [PDF, 497kB]

Kopf, Julia; Zeileis, Achim; Strobl, Carolin (13. March 2013): Anchor methods for DIF detection: A comparison of the iterative forward, backward, constant and all-other anchor class. Department of Statistics: Technical Reports, No.141 [PDF, 549kB]

Oelker, Margret-Ruth; Tutz, Gerhard (11. March 2013): A General Family of Penalties for Combining Differing Types of Penalties in Generalized Structured Models. Department of Statistics: Technical Reports, No.139 [PDF, 802kB]

Schollmeyer, Georg; Augustin, Thomas (21. May 2013): On Sharp Identification Regions for Regression Under Interval Data. Department of Statistics: Technical Reports, No.143 [PDF, 686kB]

Tutz, Gerhard; Petry, Sebastian (21. May 2013): Generalized Additive Models with Unknown Link Function Including Variable Selection. Department of Statistics: Technical Reports, No.145 [PDF, 2MB]

Unkel, Steffen; Gower, John C.; Trendafilov, Nickolay T. (10. May 2013): On the Procrustean analogue of individual differences scaling (INDSCAL). Department of Statistics: Technical Reports, No.144 [PDF, 933kB]

2012

Boulesteix, Anne-Laure; Janitza, Silke; Kruppa, Jochen; König, Inke R. (25. July 2012): Overview of Random Forest Methodology and Practical Guidance with Emphasis on Computational Biology and Bioinformatics. Department of Statistics: Technical Reports, No.129 [PDF, 376kB]

Cattaneo, Marco E. G. V. (23. July 2012): Likelihood decision functions. Department of Statistics: Technical Reports, No.128 [PDF, 574kB]

Cattaneo, Marco E. G. V.; Wiencierz, Andrea (30. June 2012): On the implementation of LIR: the case of simple linear regression with interval data. Department of Statistics: Technical Reports, No.127 [PDF, 2MB]

Gertheiss, Jan; Goldsmith, Jeff; Crainiceanu, Ciprian; Greven, Sonja (2012): Longitudinal Scalar-on-Function Regression with Application to Tractography Data. Department of Statistics: Technical Reports, No.118 [PDF, 740kB]

Guillemot, Vincent; Bender, Andreas; Boulesteix, Anne-Laure (December 2012): iPACOSE: an iterative algorithm for the estimation of gene regulation networks. Department of Statistics: Technical Reports, No.133 [PDF, 423kB]

Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt (15. February 2012): Random Forest variable importance with missing data. Department of Statistics: Technical Reports, No.121 [PDF, 567kB]

Heinzl, Felix; Tutz, Gerhard (12. June 2012): Clustering in linear mixed models with a group fused lasso penalty. Department of Statistics: Technical Reports, No.123 [PDF, 606kB]

Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias (14. February 2012): Model-based Boosting in R: A Hands-on Tutorial Using the R Package mboost. Department of Statistics: Technical Reports, No.120 [PDF, 784kB]

Janitza, Silke; Strobl, Carolin; Boulesteix, Anne-Laure (November 2012): An AUC-based Permutation Variable Importance Measure for Random Forests. Department of Statistics: Technical Reports, No.130 [PDF, 470kB]

Mittnik, Stefan; Robinzonov, Nikolay; Spindler, Martin (16. May 2012): Boosting the Anatomy of Volatility. Department of Statistics: Technical Reports, No.124 [PDF, 871kB]

Oelker, Margret-Ruth; Gertheiss, Jan; Tutz, Gerhard (6. March 2012): Regularization and Model Selection with Categorial Predictors and Effect Modifiers in Generalized Linear Models. Department of Statistics: Technical Reports, No.122 [PDF, 596kB]

Seiler, Christian; Heumann, Christian (2012): Microdata Imputations and Macrodata Implications: Evidence from the Ifo Business Survey. Department of Statistics: Technical Reports, No.119 [PDF, 921kB]

Sommer, Julia C.; Gertheiss, Jan; Schmid, Volker J. ORCID: 0000-0003-2195-8130 (10. October 2012): Spatially regularized estimation for the analysis of DCE-MRI data. Department of Statistics: Technical Reports, No.132 [PDF, 3MB]

Tutz, Gerhard; Pößnecker, Wolfgang; Uhlmann, Lorenz (21. June 2012): Variable Selection in General Multinomial Logit Models. Department of Statistics: Technical Reports, No.126 [PDF, 567kB]

Tutz, Gerhard; Schauberger, Gunther (7. December 2012): A Penalty Approach to Differential Item Functioning in Rasch Models. Department of Statistics: Technical Reports, No.134 [PDF, 588kB]

Tutz, Gerhard; Schauberger, Gunther (2. April 2012): Visualization of Categorical Response Models - from Data Glyphs to Parameter Glyphs. Department of Statistics: Technical Reports, No.117 [PDF, 975kB]

Walter, Gero (4. October 2012): A Technical Note on the Dirichlet-Multinomial Model. The Dirichlet Distribution as the Canonically Constructed Conjugate Prior. Department of Statistics: Technical Reports, No.131 [PDF, 432kB]

2011

Bernau, Christoph; Augustin, Thomas; Boulesteix, Anne-Laure (April 2011): Correcting the optimally selected resampling-based error rate: A smooth analytical alternative to nested cross-validation. Department of Statistics: Technical Reports, No.105 [PDF, 708kB]

Boulesteix, Anne-Laure; Bender, Andreas; Lorenzo Bermejo, Justo; Strobl, Carolin (2. May 2011): Random forest Gini importance favors SNPs with large minor allele frequency. Department of Statistics: Technical Reports, No.106 Briefings in Bioinformatics, 13 [PDF, 962kB]

Cattaneo, Marco E. G. V.; Wiencierz, Andrea (29. November 2011): Likelihood-based Imprecise Regression. Department of Statistics: Technical Reports, No.116 [PDF, 1MB]

Cattaneo, Marco E. G. V.; Wiencierz, Andrea (29. October 2011): Robust regression with imprecise data. Department of Statistics: Technical Reports, No.114 [PDF, 1MB]

Eugster, Manuel J. A. (2011): Archetypal Athletes. Department of Statistics: Technical Reports, No.113 [PDF, 5MB]

Groll, Andreas; Tutz, Gerhard (June 2011): Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting. Department of Statistics: Technical Reports, No.110 [PDF, 5MB]

Groll, Andreas; Tutz, Gerhard (3. June 2011): Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation. Department of Statistics: Technical Reports, No.108 [PDF, 4MB]

Guillemot, Vincent; Jelizarow, Monika; Tenenhaus, Arthur; Boulesteix, Anne-Laure (2011): SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data. Department of Statistics: Technical Reports, No.107 [PDF, 483kB]

Guillemot, Vincent; Jelizarow, Monika; Tenenhaus, Arthur; Boulesteix, Anne-Laure (August 2011): SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data. 58th World Statistics Congress of the International Statistical Institute (ISI), 21st to the 26th August, Dublin. [PDF, 483kB]

Heinzl, Felix; Tutz, Gerhard (17. November 2011): Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm. Department of Statistics: Technical Reports, No.115 [PDF, 698kB]

Kaiser, Sebastian; Träger, Dominik; Leisch, Friedrich (22. February 2011): Generating Correlated Ordinal Random Values. Department of Statistics: Technical Reports, No.94 [PDF, 652kB]

Petry, Sebastian; Flexeder, Claudia; Tutz, Gerhard (2. March 2011): Pairwise Fused Lasso. Department of Statistics: Technical Reports, No.102 [PDF, 745kB]

Petry, Sebastian; Tutz, Gerhard (2011): The OSCAR for Generalized Linear Models. Department of Statistics: Technical Reports, No.112 [PDF, 745kB]

Shalabh, Shalabh; Heumann, Christian (11. February 2011): Simultaneous Prediction of Actual and Average Values of Study Variable Using Stein-rule Estimators. Department of Statistics: Technical Reports, No.104 [PDF, 517kB]

Ulbricht, Jan; Tutz, Gerhard (2011): Combining Quadratic Penalization and Variable Selection via Forward Boosting. Department of Statistics: Technical Reports, No.99 [PDF, 1MB]

Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487 (6. June 2011): Restricted Likelihood Ratio Testing in Linear Mixed Models with General Error Covariance Structure. Department of Statistics: Technical Reports, No.109 [PDF, 433kB]

Zahid, Faisal Maqbool (2011): Ordinal Ridge Regression with Categorical Predictors. Department of Statistics: Technical Reports, No.101 [PDF, 284kB]

Zahid, Faisal Maqbool; Heumann, Christian (2011): Regularized Proportional Odds Models. Department of Statistics: Technical Reports, No.103 [PDF, 414kB]

Zahid, Faisal Maqbool; Tutz, Gerhard (2011): Proportional Odds Models with High-dimensional Data Structure. Department of Statistics: Technical Reports, No.100 [PDF, 989kB]

2010

Ahmad, M. Rauf (15. October 2010): Tests for covariance matrices, particularly for high dimensional data. Department of Statistics: Technical Reports, No.91 [PDF, 538kB]

Bernau, Christoph; Boulesteix, Anne-Laure (28. January 2010): Variable Selection and Parameter Tuning in High-Dimensional Prediction. Department of Statistics: Technical Reports, No.76 [PDF, 448kB]

Boulesteix, Anne-Laure; Sauerbrei, Willi (2010): Added predictive value of high-throughput molecular data to clinical data, and its validation. Department of Statistics: Technical Reports, No.87 Briefings in Bioinformatics, 12 [PDF, 278kB]

Boulesteix, Anne-Laure; Vincent, Guillemot; Willi, Sauerbrei (4. May 2010): Use of pre-transformation to cope with outlying values in important candidate genes. Department of Statistics: Technical Reports, No.83 [PDF, 506kB]

Eugster, Manuel J. A.; Gertheiss, Jan; Kaiser, Sebastian (2010): Having the Second Leg At Home - Advantage in the UEFA Champions League Knockout Phase? Department of Statistics: Technical Reports, No.80 [PDF, 2MB]

Eugster, Manuel J. A.; Leisch, Friedrich (2010): Weighted and Robust Archetypal Analysis. Department of Statistics: Technical Reports, No.82 [PDF, 1MB]

Eugster, Manuel J. A.; Leisch, Friedrich; Strobl, Carolin (9. March 2010): (Psycho-)Analysis of Benchmark Experiments. A Formal Framework for Investigating the Relationship between Data Sets and Learning Algorithms. Department of Statistics: Technical Reports, No.78 [PDF, 785kB]

Gertheiss, Jan; Kärcher, Julia C.; Schmid, Volker J. ORCID: 0000-0003-2195-8130 (2010): Analysis of DCE-MRI Data using a Nonnegative Elastic Net. Department of Statistics: Technical Reports, No.90 [PDF, 2MB]

Gertheiss, Jan; Tutz, Gerhard (2010): Regularization and Model Selection with Categorial Effect Modifiers. Department of Statistics: Technical Reports, No.73 Statistica Sinica (to appear) [PDF, 2MB]

Kopf, Julia; Augustin, Thomas; Strobl, Carolin (2010): The potential of model-based recursive partitioning in the social sciences - Revisiting Ockham's Razor. Department of Statistics: Technical Reports, No.88 [PDF, 661kB]

Kunz, Anne; Augustin, Thomas; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487 (2010): Partially Identified Prevalence Estimation under Misclassification using the Kappa Coefficient. Department of Statistics: Technical Reports, No.74 [PDF, 952kB]

Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas; Schmid, Matthias (13. December 2010): GAMLSS for high-dimensional data – a flexible approach based on boosting. Department of Statistics: Technical Reports, No.98 [PDF, 2MB]

Meyer, Sebastian; Elias, Johannes; Höhle, Michael (2010): A space-time conditional intensity model for infectious disease occurence. Department of Statistics: Technical Reports, No.95 Biometrics, 68 [PDF, 4MB]

Mohajer, Mojgan; Englmeier, Karl-Hans; Schmid, Volker J. ORCID: 0000-0003-2195-8130 (1. December 2010): A comparison of Gap statistic definitions with and without logarithm function. Department of Statistics: Technical Reports, No.96 [PDF, 766kB]

Monika, Jelizarow; Vincent, Guillemot; Arthur, Tenenhaus; Korbinian, Strimmer; Anne-Laure, Boulesteix (3. May 2010): Over-optimism in bioinformatics: an illustration. Department of Statistics: Technical Reports, No.81 [PDF, 596kB]

Rieger, Anna; Hothorn, Torsten; Strobl, Carolin (2010): Random Forests with Missing Values in the Covariates. Department of Statistics: Technical Reports, No.79 [PDF, 394kB]

Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten (2010): Boosting Techniques for Nonlinear Time Series Models. Department of Statistics: Technical Reports, No.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, No.84 [PDF, 5MB]

Schmid, Matthias; Hothorn, Torsten; Maloney, K. O.; Weller, D. E.; Potapov, Sergej (2010): Geoadditive Regression Modeling of Stream Biological Condition. Department of Statistics: Technical Reports, No.86 [PDF, 6MB]

Schmid, Volker J. ORCID: 0000-0003-2195-8130 (2. March 2010): Spatio-Temporal Modelling of Perfusion Cardiovascular MRI. Department of Statistics: Technical Reports, No.77 [PDF, 545kB]

Seiler, Christian (2010): Dynamic modelling of Nonresponse in Business Surveys. Department of Statistics: Technical Reports, No.93 [PDF, 407kB]

Strobl, Carolin; Kopf, Julia; Zeileis, Achim (2010): A new method for detecting differential item functioning in the Rasch model. Department of Statistics: Technical Reports, No.92 [PDF, 407kB]

Tutz, Gerhard; Groll, Andreas (December 2010): Binary and Ordinal Random Effects Models Including Variable Selection. Department of Statistics: Technical Reports, No.97 [PDF, 1MB]

Tutz, Gerhard; Petry, Sebastian (9. July 2010): Nonparametric Estimation of the Link Function Including Variable Selection. Department of Statistics: Technical Reports, No.85 [PDF, 3MB]

Zahid, Faisal Maqbool; Tutz, Gerhard (2010): Multinomial Logit Models with Implicit Variable Selection. Department of Statistics: Technical Reports, No.89 [PDF, 461kB]

2009

Adebayo, Samson B.; Fahrmeir, Ludwig; Seiler, Christian (September 2009): Geoadditive Latent Variable Modelling of Count Data on Multiple Sexual Partnering in Nigeria. Department of Statistics: Technical Reports, No.66 [PDF, 587kB]

Boulesteix, Anne-Laure; Hothorn, Torsten (1. September 2009): Testing the additional predictive value of high-dimensional molecular data. Department of Statistics: Technical Reports, No.64 [PDF, 439kB]

Boulesteix, Anne-Laure; Slawski, Martin (13. May 2009): Stability and aggregation of ranked gene lists. Department of Statistics: Technical Reports, No.59 Briefings in Bioinformatics, 10 [PDF, 439kB]

Boulesteix, Anne-Laure; Strobl, Carolin (8. May 2009): Optimal classifier selection and negative bias in error rate estimation: An empirical study on high-dimensional prediction. Department of Statistics: Technical Reports, No.58 BMC Medical Research Methodology (accepted for publication) [PDF, 321kB]

Dolnicar, Sara; Leisch, Friedrich (2009): Evaluation of Structure and Reproducibility of Cluster Solutions Using the Bootstrap. Department of Statistics: Technical Reports, No.63 [PDF, 793kB]

Eugster, Manuel J. A.; Leisch, Friedrich (2009): Exploratory Analysis of Benchmark Experiments -- An Interactive Approach. Department of Statistics: Technical Reports, No.56 [PDF, 3MB]

Fenske, Nora; Kneib, Thomas; Hothorn, Torsten (2. April 2009): Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression. Department of Statistics: Technical Reports, No.52 [PDF, 946kB]

Gertheiss, Jan; Hogger, Sara; Oberhauser, Cornelia; Tutz, Gerhard (July 2009): Selection of Ordinally Scaled Independent Variables. Department of Statistics: Technical Reports, No.62 Applied Statistics (accepted for publication) [PDF, 2MB]

Gertheiss, Jan; Tutz, Gerhard (2009): Sparse Modeling of Categorial Explanatory Variables. Department of Statistics: Technical Reports, No.60 The Annals of Applied Statistics, 4 [PDF, 2MB]

Heinzl, Felix; Kneib, Thomas; Fahrmeir, Ludwig (8. October 2009): Additive mixed models with Dirichlet process mixture and P-spline priors. Department of Statistics: Technical Reports, No.68 [PDF, 15MB]

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas; Schmid, Matthias (10. December 2009): A Framework for Unbiased Model Selection Based on Boosting. Department of Statistics: Technical Reports, No.72 [PDF, 914kB]

Kneib, Thomas; Konrath, Susanne; Fahrmeir, Ludwig (23. January 2009): High-dimensional Structured Additive Regression Models: Bayesian Regularisation, Smoothing and Predictive Performance. Department of Statistics: Technical Reports, No.46 [PDF, 671kB]

Knüsel, Leo (2009): The General Linear Model and the Generalized Singular Value Decomposition; Some Examples. Department of Statistics: Technical Reports, No.49 [PDF, 690kB]

Knüsel, Leo (2009): The General Linear Model and the Generalized Singular Value Decomposition. Department of Statistics: Technical Reports, No.48 [PDF, 425kB]

Krämer, Nicole; Schäfer, Juliane; Boulesteix, Anne-Laure (6. May 2009): Regularized estimation of large-scale gene association networks using graphical Gaussian models. Department of Statistics: Technical Reports, No.57 BMC Bioinformatics (accepted for publication) [PDF, 546kB]

Leisch, Friedrich (17. June 2009): Neighborhood Graphs, Stripes and Shadow Plots for Cluster Visualization. Department of Statistics: Technical Reports, No.61 [PDF, 1MB]

Oppel, Steffen; Strobl, Carolin; Huettmann, Falk (2009): Alternative methods to quantify variable importance in ecology. Department of Statistics: Technical Reports, No.65 [PDF, 161kB]

Petry, Sebastian; Tutz, Gerhard (7. April 2009): Shrinkage and Variable Selection by Polytopes. Department of Statistics: Technical Reports, No.53 [PDF, 963kB]

Scharl, Theresa; Grün, Bettina; Leisch, Friedrich (2009): Mixtures of Regression Models for Time-Course Gene Expression Data: Evaluation of Initialization and Random Effects. Department of Statistics: Technical Reports, No.71 [PDF, 735kB]

Scharl, Theresa; Voglhuber, Ingo; Leisch, Friedrich (2009): Exploratory and Inferential Analysis of Gene Cluster Neighborhood Graphs. Department of Statistics: Technical Reports, No.70 [PDF, 1MB]

Schmidberger, Markus; Morgan, Martin; Eddelbuettel, Dirk; Yu, Hao; Tierney, Luke; Mansmann, Ulrich (2009): State-of-the-Art in Parallel Computing with R. Department of Statistics: Technical Reports, No.47 Journal of Statistical Software, 31 [PDF, 525kB]

Slawski, Martin; Castell, Wolfgang zu; Tutz, Gerhard (9. March 2009): Feature Selection Guided by Structural Information. Department of Statistics: Technical Reports, No.51 [PDF, 1MB]

Strobl, Carolin; Hothorn, Torsten; Zeileis, Achim (11. February 2009): Party on! A New, Conditional Variable Importance Measure for Random Forests Available in the party Package. Department of Statistics: Technical Reports, No.50 [PDF, 274kB]

Strobl, Carolin; Malley, James; Tutz, Gerhard (April 2009): An Introduction to Recursive Partitioning: Rationale, Application and Characteristics of Classification and Regression Trees, Bagging and Random Forests. Department of Statistics: Technical Reports, No.55 [PDF, 974kB]

Strobl, Carolin; Wickelmaier, Florian; Zeileis, Achim (April 2009): Accounting for Individual Differences in Bradley-Terry Models by Means of Recursive Partitioning. Department of Statistics: Technical Reports, No.54 [PDF, 536kB]

Walter, Gero; Augustin, Thomas (9. September 2009): Bayesian Linear Regression. Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict. Department of Statistics: Technical Reports, No.69 [PDF, 337kB]

Zahid, Faisal Maqbool; Tutz, Gerhard (September 2009): Ridge Estimation for Multinomial Logit Models with Symmetric Side Constraints. Department of Statistics: Technical Reports, No.67 [PDF, 287kB]

2008

Cattaneo, Marco E. G. V. (29. February 2008): Probabilistic-possibilistic belief networks. Department of Statistics: Technical Reports, No.32 [PDF, 308kB]

Eugster, Manuel J. A.; Hothorn, Torsten; Leisch, Friedrich (30. May 2008): Exploratory and Inferential Analysis of Benchmark Experiments. Department of Statistics: Technical Reports, No.30 [PDF, 1MB]

Eugster, Manuel J. A.; Leisch, Friedrich (2008): Spider-Man, the Child and the Trickster -- Archetypal Analysis in R. Department of Statistics: Technical Reports, No.44 [PDF, 1MB]

Eugster, Manuel J. A.; Leisch, Friedrich (8. April 2008): Bench Plot and Mixed Effects Models: First steps toward a comprehensive benchmark analysis toolbox. Department of Statistics: Technical Reports, No.26 Compstat 2008-Proceedings in Computational Statistics [PDF, 491kB]

Fahrmeir, Ludwig; Khatab, Khaled (2008): Geoadditive Latent Variable Modelling of Child Morbidity and Malnutrition in Nigeria. Department of Statistics: Technical Reports, No.20 [PDF, 755kB]

Fenske, Nora; Fahrmeir, Ludwig; Rzehak, Peter; Höhle, Michael (25. September 2008): Detection of risk factors for obesity in early childhood with quantile regression methods for longitudinal data. Department of Statistics: Technical Reports, No.38 [PDF, 1MB]

Gertheiss, Jan; Tutz, Gerhard (19. June 2008): Feature Selection and Weighting by Nearest Neighbor Ensembles. Department of Statistics: Technical Reports, No.33 Chemometrics and Intelligent Laboratory Systems, 99 [PDF, 2MB]

Gertheiss, Jan; Tutz, Gerhard (9. January 2008): Penalized Regression with Ordinal Predictors. Department of Statistics: Technical Reports, No.15 International Statistical Review, 77 [PDF, 2MB]

Grün, Bettina; Leisch, Friedrich (April 2008): Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects. Department of Statistics: Technical Reports, No.24 [PDF, 801kB]

Grün, Bettina; Leisch, Friedrich (2008): Dealing with Label Switching in Mixture Models Under Genuine Multimodality. In: Journal of Multivariate Analysis, Vol. 100, No. 5: pp. 851-861 [PDF, 4MB]

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas (27. November 2008): Variable Selection and Model Choice in Structured Survival Models. Department of Statistics: Technical Reports, No.43 [PDF, 1MB]

Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487 (2008): Building Cox-Type Structured Hazard Regression Models with Time-Varying Effects. Department of Statistics: Technical Reports, No.27 Statistical Modelling (to appear) [PDF, 517kB]

Hothorn, Torsten; Bretz, Frank; Westfall, Peter (2008): Simultaneous Inference in General Parametric Models. Department of Statistics: Technical Reports, No.19 [PDF, 416kB]

Höhle, Michael (2. October 2008): Spatio-temporal epidemic modelling using additive-multiplicative intensity models. Department of Statistics: Technical Reports, No.41 [PDF, 3MB]

Kaiser, Sebastian; Leisch, Friedrich (16. April 2008): A Toolbox for Bicluster Analysis in R. Department of Statistics: Technical Reports, No.28 [PDF, 589kB]

Khatab, Khaled; Fahrmeir, Ludwig (2008): Analysis of Childhood Morbidity with Geoadditive Probit and Latent Variable Model: A case study for Egypt. Department of Statistics: Technical Reports, No.21 [PDF, 1MB]

Knüsel, Leo (2008): Factor Analysis: Chisquare as Rotation Criterion. Department of Statistics: Technical Reports, No.40 [PDF, 303kB]

Knüsel, Leo (20. October 2008): Singulärwert-Zerlegung und Methode der kleinsten Quadrate. Department of Statistics: Technical Reports, No.31 [PDF, 437kB]

Konrath, Susanne; Kneib, Thomas; Fahrmeir, Ludwig (1. August 2008): Bayesian Regularisation in Structured Additive Regression Models for Survival Data. Department of Statistics: Technical Reports, No.35 [PDF, 809kB]

Leisch, Friedrich (2008): Creating R Packages: A Tutorial. In: Brito, Paula (ed.) : 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 (ed.) : Compstat 2008 - Proceedings in Computational Statistics. Heidelberg, Germany: Physica-Verlag. pp. 385-396 [PDF, 412kB]

Leitenstorfer, Florian; Tutz, Gerhard (20. June 2008): Estimation of Single-Index Models Based on Boosting Techniques. Department of Statistics: Technical Reports, No.34 [PDF, 782kB]

Scharl, Theresa; Leisch, Friedrich (2008): Visualizing Gene Clusters using Neighborhood Graphs in R. Department of Statistics: Technical Reports, No.16 [PDF, 501kB]

Scheipl, Fabian; Kneib, Thomas (19. March 2008): Locally Adaptive Bayesian P-Splines with a Normal-Exponential-Gamma Prior. Department of Statistics: Technical Reports, No.22 [PDF, 3MB]

Schmid, Matthias; Hothorn, Torsten (2008): Flexible Boosting of Accelerated Failure Time Models. Department of Statistics: Technical Reports, No.18 [PDF, 378kB]

Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette; Hothorn, Torsten (24. November 2008): Estimation and Regularization Techniques for Regression Models with Multidimensional Prediction Functions. Department of Statistics: Technical Reports, No.42 [PDF, 756kB]

Schmid, Matthias; Schneeweiß, Hans (4. April 2008): The Effect of Microaggregation by Individual Ranking on the Estimation of Moments. Department of Statistics: Technical Reports, No.25 [PDF, 402kB]

Schneeweiß, Hans; Komlos, John (16. December 2008): Probabilistic Rounding and Sheppard's Correction. Department of Statistics: Technical Reports, No.45 [PDF, 381kB]

Slawski, Martin; Daumer, Martin; Boulesteix, Anne-Laure (30. May 2008): CMA - A comprehensive Bioconductor package for supervised classification with high dimensional data. Department of Statistics: Technical Reports, No.29 [PDF, 456kB]

Strobl, Carolin; Boulesteix, Anne-Laure; Kneib, Thomas; Augustin, Thomas; Zeileis, Achim (28. March 2008): Conditional Variable Importance for Random Forests. Department of Statistics: Technical Reports, No.23 [PDF, 394kB]

Strobl, Carolin; Zeileis, Achim (30. January 2008): Danger: High Power! – Exploring the Statistical Properties of a Test for Random Forest Variable Importance. Department of Statistics: Technical Reports, No.17 [PDF, 323kB]

2007

---, Shalabh; Heumann, Christian (12. December 2007): Weighted Mixed Regression Estimation Under Biased Stochastic Restrictions. Department of Statistics: Technical Reports, No.10 [PDF, 520kB]

---, Shalabh; Toutenburg, Helge; Heumann, Christian (10. December 2007): Stein-Rule Estimation under an Extended Balanced Loss Function. Department of Statistics: Technical Reports, No.7 [PDF, 1MB]

Boulesteix, Anne-Laure; Strobl, Carolin; Augustin, Thomas; Daumer, Martin (2007): Evaluating microarray-based classifiers: an overview. Department of Statistics: Technical Reports, No.5 [PDF, 422kB]

Boulesteix, Anne-Laure; Strobl, Carolin; Weidinger, S.; Wichmann, Heinz-Erich; Wagenpfeil, S. (2007): Multiple testing for SNP-SNP interactions. Department of Statistics: Technical Reports, No.4 [PDF, 928kB]

Grün, Bettina; Leisch, Friedrich (2007): Finite Mixtures of Generalized Linear Regression Models. Department of Statistics: Technical Reports, No.13 [PDF, 498kB]

Höhle, Michael; Paul, Michaela; Held, Leonhard (17. December 2007): Statistical approaches to the surveillance of infectious diseases for veterinary public health. Department of Statistics: Technical Reports, No.14 [PDF, 819kB]

Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard (2007): Variable Selection and Model Choice in Geoadditive Regression Models. Department of Statistics: Technical Reports, No.3 [PDF, 1MB]

Kneib, Thomas; Knauer, Felix; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487 (2007): A General Approach for the Analysis of Habitat Selection. Department of Statistics: Technical Reports, No.1 [PDF, 842kB]

Leisch, Friedrich (2007): R behind the scenes: Using S the (un)usual way. Department of Statistics: Technical Reports, No.12 [PDF, 1MB]

Schmid, Matthias; Hothorn, Torsten (2007): Boosting Additive Models using Component-wise P-Splines. Department of Statistics: Technical Reports, No.2 [PDF, 483kB]

Shafik, Nivien; Tutz, Gerhard (2007): Boosting Nonlinear Additive Autoregressive Time Series. Department of Statistics: Technical Reports, No.6 [PDF, 776kB]

Tutz, Gerhard; Gertheiss, Jan (20. December 2007): Feature Extraction in Signal Regression: A Boosting Technique for Functional Data Regression. Department of Statistics: Technical Reports, No.11 Journal of Computational and Graphical Statistics, 19 [PDF, 2MB]

Ulbricht, Jan; Tutz, Gerhard (11. December 2007): Boosting Correlation Based Penalization in Generalized Linear Models. Department of Statistics: Technical Reports, No.9 [PDF, 718kB]

Wißmann, Malte; Toutenburg, Helge; ---, Shalabh (10. December 2007): Role of Categorical Variables in Multicollinearity in the Linear Regression Model. Department of Statistics: Technical Reports, No.8 [PDF, 844kB]