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Number of items at this level: 168.

172

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]

171

De Bin, Riccardo and Janitza, Silke and 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]

170

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]

169

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]

168

Jelizarow, Monika and 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]

167

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

166

Groll, Andreas and 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]

165

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]

164

Rospleszcz, Susanne and 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]

163

Janitza, Silke and Binder, Harald and Boulesteix, Anne-Laure (27. June 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]

162

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

161

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

160

Casalicchio, Giuseppe and 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]

159

Hornung, Roman and Bernau, Christoph and Truntzer, Caroline and 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]

158

Mauerer, Ingrid and Pößnecker, Wolfgang and 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]

157

De Bin, Riccardo and 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]

156

Tutz, Gerhard and Oelker, Margret-Ruth (19. March 2014): Modeling Clustered Heterogeneity: Fixed Effects, Random Effects and Mixtures. Department of Statistics: Technical Reports, No.156 [PDF, 620kB]

155

Hess, Wolfgang and 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]

154

De Bin, Riccardo and 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]

153

De Bin, Riccardo and 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]

152

Abou El-Komboz, Basil and 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]

151

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]

150

Kopf, Julia and 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]

149

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

148

Fuchs, Mathias and Hornung, Roman and 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]

147

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

146

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

145

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]

144

Unkel, Steffen and 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]

143

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]

142

Jelizarow, Monika and 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]

141

Kopf, Julia and 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]

140

Abedieh, Jasmin and 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]

139

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]

138

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]

137

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]

136

Boulesteix, Anne-Laure and Hable, Robert and 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]

135

Boulesteix, Anne-Laure and 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]

134

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]

133

Guillemot, Vincent and 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]

132

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

131

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]

130

Janitza, Silke and 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]

129

Boulesteix, Anne-Laure and Janitza, Silke and 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]

128

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

127

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]

126

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

125

Scheipl, Fabian and Greven, Sonja (2012): Identifiability in penalized function-on-function regression models. Department of Statistics: Technical Reports, No.125 [PDF, 2MB]

124

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

123

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]

122

Oelker, Margret-Ruth and 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]

121

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

120

Hofner, Benjamin and Mayr, Andreas and 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]

119

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]

118

Gertheiss, Jan and Goldsmith, Jeff and 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]

117

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]

116

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

115

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]

114

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]

113

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

112

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

110

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]

109

Wiencierz, Andrea and Greven, Sonja and Küchenhoff, Helmut (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]

108

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]

107

Guillemot, Vincent and Jelizarow, Monika and 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]

106

Boulesteix, Anne-Laure and Bender, Andreas and 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]

105

Bernau, Christoph and 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]

104

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]

103

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

102

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

101

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

100

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

99

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

98

Mayr, Andreas and Fenske, Nora and Hofner, Benjamin and 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]

97

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]

96

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

95

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

94

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

93

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

92

Strobl, Carolin and 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]

91

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

90

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

89

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

88

Kopf, Julia and 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]

87

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]

86

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

85

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]

84

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]

83

Boulesteix, Anne-Laure and 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]

82

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

81

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

80

Eugster, Manuel J. A. and 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]

79

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

78

Eugster, Manuel J. A. and 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]

77

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

76

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]

75

Robinzonov, Nikolay and Tutz, Gerhard and Hothorn, Torsten (2010): Boosting Techniques for Nonlinear Time Series Models. Department of Statistics: Technical Reports, No.75 [PDF, 2MB]

74

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

73

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]

72

Hofner, Benjamin and Hothorn, Torsten and 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]

71

Scharl, Theresa and 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]

70

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

69

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]

68

Heinzl, Felix and 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]

67

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]

66

Adebayo, Samson B. and 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]

65

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

64

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]

63

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]

62

Gertheiss, Jan and Hogger, Sara and 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]

61

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

60

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]

59

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]

58

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]

57

Krämer, Nicole and 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]

56

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]

55

Strobl, Carolin and 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]

54

Strobl, Carolin and 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]

53

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

52

Fenske, Nora and 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]

51

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

50

Strobl, Carolin and 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]

49

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

48

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

47

Schmidberger, Markus and Morgan, Martin and Eddelbuettel, Dirk and Yu, Hao and 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]

46

Kneib, Thomas and 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]

45

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

44

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]

43

Hofner, Benjamin and 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]

42

Schmid, Matthias and Potapov, Sergej and 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]

41

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

40

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

38

Fenske, Nora and Fahrmeir, Ludwig and 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]

35

Konrath, Susanne and 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]

34

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]

33

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]

32

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

31

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

30

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

29

Slawski, Martin and 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]

28

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

27

Hofner, Benjamin and Kneib, Thomas and Hartl, Wolfgang and Küchenhoff, Helmut (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]

26

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]

25

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]

24

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]

23

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

22

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]

21

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]

20

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]

19

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

18

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

17

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]

16

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

15

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]

14

Höhle, Michael and 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]

13

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

12

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

11

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]

10

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

9

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]

8

Wißmann, Malte and 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]

7

---, Shalabh and 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]

6

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

5

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

4

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

3

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

2

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

1

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

This list was generated on Fri Oct 24 21:32:02 2014 CEST.