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Up a level- Faculties (365)
- Mathematics, Computer Science and Statistics (372)
- Statistics (372)
- Technical Reports (244)
- Statistics (372)
- Mathematics, Computer Science and Statistics (372)
Number of items at this level: 243.
2021
Berger, Ursula; Fritz, Cornelius and 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 and 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 and 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 and 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 and 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: https://orcid.org/0000-0002-8282-3910; Patel, Chirag; Ioannidis, John; Boulesteix, Anne-Laure and 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]
ORCID: https://orcid.org/0000-0002-8282-3910; Patel, Chirag; Ioannidis, John; Boulesteix, Anne-Laure and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Schneider, Micha
(6. August 2019):
Uncertainty in Issue Placements and Spatial Voting.
Department of Statistics: Technical Reports, No.226
[PDF, 524kB]
Razzak, Humera and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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: https://orcid.org/0000-0002-6372-2487; Tutz, Gerhard and 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]
ORCID: https://orcid.org/0000-0002-6372-2487; Tutz, Gerhard and 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: https://orcid.org/0000-0002-6372-2487; Tutz, Gerhard and 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]
ORCID: https://orcid.org/0000-0002-6372-2487; Tutz, Gerhard and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Day, A. G. and Hartl, W.
(2016):
Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models.
Department of Statistics: Technical Reports, No.192
[PDF, 212kB]
ORCID: https://orcid.org/0000-0002-6372-2487; Day, A. G. and 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, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Hartl, W. and Day, A.
(2016):
Modeling Exposure-Lag-Response Associations with Penalized Piece-wise Exponential Models.
Department of Statistics: Technical Reports, No.192
[PDF, 324kB]
ORCID: https://orcid.org/0000-0002-6372-2487; Hartl, W. and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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: https://orcid.org/0000-0002-6372-2487 and 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]
ORCID: https://orcid.org/0000-0002-6372-2487 and 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: https://orcid.org/0000-0002-6372-2487 and 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]
ORCID: https://orcid.org/0000-0002-6372-2487 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Scarpa, Bruno
(8. September 2014):
Non-parametric Bayesian modeling of cervical
mucus symptom.
Department of Statistics: Technical Reports, No.170
[PDF, 460kB]
Fuchs, Mathias and 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 and 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 and 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 and 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 and 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 and 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 and 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. and 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. and 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 and 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 and 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 and Küchenhoff, Helmut ORCID: https://orcid.org/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]
ORCID: https://orcid.org/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 and Groll, Andreas
(2014):
Variable Selection in Discrete Survival Models Including Heterogeneity.
Department of Statistics: Technical Reports, No.167
[PDF, 571kB]
Tutz, Gerhard and Moritz, Berger
(12. August 2014):
Tree-Structured Modelling of Categorical Predictors in Regression.
Department of Statistics: Technical Reports, No.169
[PDF, 573kB]
Tutz, Gerhard and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and Ulm, Kurt
(15. January 2013):
Variable selection with Random Forests for missing data.
Department of Statistics: Technical Reports, No.137
[PDF, 563kB]
Heinzl, Felix and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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 and 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. and 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 and 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. and 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 and 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 and 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 and Ulm, Kurt
(15. February 2012):
Random Forest variable importance with missing data.
Department of Statistics: Technical Reports, No.121
[PDF, 567kB]
Heinzl, Felix and 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 and 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 and 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 and Spindler, Martin
(16. May 2012):
Boosting the Anatomy of Volatility.
Department of Statistics: Technical Reports, No.124
[PDF, 871kB]
Oelker, Margret-Ruth; Gertheiss, Jan and 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 and 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 and Schmid, Volker J. ORCID: https://orcid.org/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]
ORCID: https://orcid.org/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 and Uhlmann, Lorenz
(21. June 2012):
Variable Selection in General Multinomial Logit Models.
Department of Statistics: Technical Reports, No.126
[PDF, 567kB]
Tutz, Gerhard and 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 and 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 and Boulesteix, Anne-Laure
(April 2011):
Correcting the optimally selected resampling-based error rate: A smooth analytical alternative to nested cross-validation.
Department of Statistics: Technical Reports, No.105
[PDF, 708kB]
Boulesteix, Anne-Laure; Bender, Andreas; Lorenzo Bermejo, Justo and 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. and Wiencierz, Andrea
(29. November 2011):
Likelihood-based Imprecise Regression.
Department of Statistics: Technical Reports, No.116
[PDF, 1MB]
Cattaneo, Marco E. G. V. and 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 and 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 and 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 and 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 and Boulesteix, Anne-Laure
(August 2011):
SHrinkage Covariance Estimation Incorporating Prior Biological Knowledge with Applications to High-Dimensional Data.
58th World Statistics Congress of the International Statistical Institute (ISI), Dublin, 21st to the 26th August.
In:
[PDF, 483kB]
Heinzl, Felix and Tutz, Gerhard
(17. November 2011):
Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm.
Department of Statistics: Technical Reports, No.115
[PDF, 698kB]
Kaiser, Sebastian; Träger, Dominik and Leisch, Friedrich
(22. February 2011):
Generating Correlated Ordinal Random Values.
Department of Statistics: Technical Reports, No.94
[PDF, 652kB]
Petry, Sebastian; Flexeder, Claudia and Tutz, Gerhard
(2. March 2011):
Pairwise Fused Lasso.
Department of Statistics: Technical Reports, No.102
[PDF, 745kB]
Petry, Sebastian and Tutz, Gerhard
(2011):
The OSCAR for Generalized Linear Models.
Department of Statistics: Technical Reports, No.112
[PDF, 745kB]
Shalabh, Shalabh and Heumann, Christian
(11. February 2011):
Simultaneous Prediction of Actual and Average Values of Study Variable Using Stein-rule Estimators.
Department of Statistics: Technical Reports, No.104
[PDF, 517kB]
Ulbricht, Jan and 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 and Küchenhoff, Helmut ORCID: https://orcid.org/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]
ORCID: https://orcid.org/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 and Heumann, Christian
(2011):
Regularized Proportional Odds Models.
Department of Statistics: Technical Reports, No.103
[PDF, 414kB]
Zahid, Faisal Maqbool and 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 and 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 and Sauerbrei, Willi
(2010):
Added predictive value of high-throughput molecular data to clinical data, and its validation.
Department of Statistics: Technical Reports, No.87
Briefings in Bioinformatics, 12
[PDF, 278kB]
Boulesteix, Anne-Laure; Vincent, Guillemot and 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 and Kaiser, Sebastian
(2010):
Having the Second Leg At Home - Advantage in the UEFA Champions League Knockout Phase?
Department of Statistics: Technical Reports, No.80
[PDF, 2MB]
Eugster, Manuel J. A. and Leisch, Friedrich
(2010):
Weighted and Robust Archetypal Analysis.
Department of Statistics: Technical Reports, No.82
[PDF, 1MB]
Eugster, Manuel J. A.; Leisch, Friedrich and 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. and Schmid, Volker J. ORCID: https://orcid.org/0000-0003-2195-8130
(2010):
Analysis of DCE-MRI Data using a Nonnegative Elastic Net.
Department of Statistics: Technical Reports, No.90
[PDF, 2MB]
ORCID: https://orcid.org/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 and 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 and Strobl, Carolin
(2010):
The potential of model-based recursive partitioning in the social sciences - Revisiting Ockham's Razor.
Department of Statistics: Technical Reports, No.88
[PDF, 661kB]
Kunz, Anne; Augustin, Thomas and Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487
(2010):
Partially Identified Prevalence Estimation under Misclassification using the Kappa Coefficient.
Department of Statistics: Technical Reports, No.74
[PDF, 952kB]
ORCID: https://orcid.org/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 and 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 and 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 and Schmid, Volker J. ORCID: https://orcid.org/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]
ORCID: https://orcid.org/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 and 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 and Strobl, Carolin
(2010):
Random Forests with Missing Values in the Covariates.
Department of Statistics: Technical Reports, No.79
[PDF, 394kB]
Robinzonov, Nikolay; Tutz, Gerhard and 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. and Potapov, Sergej
(2010):
Geoadditive Regression Modeling of Stream Biological Condition.
Department of Statistics: Technical Reports, No.86
[PDF, 6MB]
Schmid, Volker J. ORCID: https://orcid.org/0000-0003-2195-8130
(2. March 2010):
Spatio-Temporal Modelling of Perfusion Cardiovascular MRI.
Department of Statistics: Technical Reports, No.77
[PDF, 545kB]
ORCID: https://orcid.org/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 and 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 and Groll, Andreas
(December 2010):
Binary and Ordinal Random Effects Models Including Variable Selection.
Department of Statistics: Technical Reports, No.97
[PDF, 1MB]
Tutz, Gerhard and 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 and 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 and Seiler, Christian
(September 2009):
Geoadditive Latent Variable Modelling of Count Data on Multiple Sexual Partnering in Nigeria.
Department of Statistics: Technical Reports, No.66
[PDF, 587kB]
Boulesteix, Anne-Laure and 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 and 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 and 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 and 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. and Leisch, Friedrich
(2009):
Exploratory Analysis of Benchmark Experiments -- An Interactive Approach.
Department of Statistics: Technical Reports, No.56
[PDF, 3MB]
Fenske, Nora; Kneib, Thomas and 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 and 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 and 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 and 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 and 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 and Fahrmeir, Ludwig
(23. January 2009):
High-dimensional Structured Additive Regression Models: Bayesian Regularisation, Smoothing and Predictive Performance.
Department of Statistics: Technical Reports, No.46
[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 and 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 and Huettmann, Falk
(2009):
Alternative methods to quantify variable importance in ecology.
Department of Statistics: Technical Reports, No.65
[PDF, 161kB]
Petry, Sebastian and Tutz, Gerhard
(7. April 2009):
Shrinkage and Variable Selection by Polytopes.
Department of Statistics: Technical Reports, No.53
[PDF, 963kB]
Scharl, Theresa; Grün, Bettina and Leisch, Friedrich
(2009):
Mixtures of Regression Models for Time-Course Gene Expression Data: Evaluation of Initialization and Random Effects.
Department of Statistics: Technical Reports, No.71
[PDF, 735kB]
Scharl, Theresa; Voglhuber, Ingo and 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 and 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 and Tutz, Gerhard
(9. March 2009):
Feature Selection Guided by Structural Information.
Department of Statistics: Technical Reports, No.51
[PDF, 1MB]
Strobl, Carolin; Hothorn, Torsten and Zeileis, Achim
(11. February 2009):
Party on! A New, Conditional Variable Importance Measure for Random Forests Available in the party Package.
Department of Statistics: Technical Reports, No.50
[PDF, 274kB]
Strobl, Carolin; Malley, James and Tutz, Gerhard
(April 2009):
An Introduction to Recursive Partitioning: Rationale, Application and Characteristics of Classification and Regression Trees, Bagging and Random Forests.
Department of Statistics: Technical Reports, No.55
[PDF, 974kB]
Strobl, Carolin; Wickelmaier, Florian and Zeileis, Achim
(April 2009):
Accounting for Individual Differences in Bradley-Terry Models by Means of Recursive Partitioning.
Department of Statistics: Technical Reports, No.54
[PDF, 536kB]
Walter, Gero and 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 and 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 and 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. and 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. and 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 and 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 and Höhle, Michael
(25. September 2008):
Detection of risk factors for obesity in early childhood with quantile regression methods for longitudinal data.
Department of Statistics: Technical Reports, No.38
[PDF, 1MB]
Gertheiss, Jan and 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 and 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 and Leisch, Friedrich
(April 2008):
Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects.
Department of Statistics: Technical Reports, No.24
[PDF, 801kB]
Grün, Bettina and 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 and 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 and Küchenhoff, Helmut ORCID: https://orcid.org/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]
ORCID: https://orcid.org/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 and 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 and Leisch, Friedrich
(16. April 2008):
A Toolbox for Bicluster Analysis in R.
Department of Statistics: Technical Reports, No.28
[PDF, 589kB]
Khatab, Khaled and Fahrmeir, Ludwig
(2008):
Analysis of Childhood Morbidity with Geoadditive Probit and Latent Variable Model: A case study for Egypt.
Department of Statistics: Technical Reports, No.21
[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 and 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 and 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 and Leisch, Friedrich
(2008):
Visualizing Gene Clusters using Neighborhood Graphs in R.
Department of Statistics: Technical Reports, No.16
[PDF, 501kB]
Scheipl, Fabian and Kneib, Thomas
(19. March 2008):
Locally Adaptive Bayesian P-Splines with a Normal-Exponential-Gamma Prior.
Department of Statistics: Technical Reports, No.22
[PDF, 3MB]
Schmid, Matthias and 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 and 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 and 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 and Komlos, John
(16. December 2008):
Probabilistic Rounding and Sheppard's Correction.
Department of Statistics: Technical Reports, No.45
[PDF, 381kB]
Slawski, Martin; Daumer, Martin and Boulesteix, Anne-Laure
(30. May 2008):
CMA - A comprehensive Bioconductor package for supervised classification with high dimensional data.
Department of Statistics: Technical Reports, No.29
[PDF, 456kB]
Strobl, Carolin; Boulesteix, Anne-Laure; Kneib, Thomas; Augustin, Thomas and Zeileis, Achim
(28. March 2008):
Conditional Variable Importance for Random Forests.
Department of Statistics: Technical Reports, No.23
[PDF, 394kB]
Strobl, Carolin and Zeileis, Achim
(30. January 2008):
Danger: High Power! – Exploring the Statistical Properties of a Test for Random Forest Variable Importance.
Department of Statistics: Technical Reports, No.17
[PDF, 323kB]
2007
---, Shalabh and 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 and 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 and 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 and Wagenpfeil, S.
(2007):
Multiple testing for SNP-SNP interactions.
Department of Statistics: Technical Reports, No.4
[PDF, 928kB]
Grün, Bettina and Leisch, Friedrich
(2007):
Finite Mixtures of Generalized Linear Regression Models.
Department of Statistics: Technical Reports, No.13
[PDF, 498kB]
Höhle, Michael; Paul, Michaela and Held, Leonhard
(17. December 2007):
Statistical approaches to the surveillance of infectious diseases for veterinary public health.
Department of Statistics: Technical Reports, No.14
[PDF, 819kB]
Kneib, Thomas; Hothorn, Torsten and 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 and Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487
(2007):
A General Approach for the Analysis of Habitat Selection.
Department of Statistics: Technical Reports, No.1
[PDF, 842kB]
ORCID: https://orcid.org/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 and Hothorn, Torsten
(2007):
Boosting Additive Models using Component-wise P-Splines.
Department of Statistics: Technical Reports, No.2
[PDF, 483kB]
Shafik, Nivien and Tutz, Gerhard
(2007):
Boosting Nonlinear Additive Autoregressive Time Series.
Department of Statistics: Technical Reports, No.6
[PDF, 776kB]
Tutz, Gerhard and Gertheiss, Jan
(20. December 2007):
Feature Extraction in Signal Regression: A Boosting Technique for Functional Data Regression.
Department of Statistics: Technical Reports, No.11
Journal of Computational and Graphical Statistics, 19
[PDF, 2MB]
Ulbricht, Jan and 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 and ---, Shalabh
(10. December 2007):
Role of Categorical Variables in Multicollinearity in the Linear Regression Model.
Department of Statistics: Technical Reports, No.8
[PDF, 844kB]