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Anzahl der Publikationen auf dieser Ebene: 606 .

2017

Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja (2017): Boosting Flexible Functional Regression Models with a High Number of Functional Historical Effects. In: Statistics and Computing, Vol. 27, Nr. 4: S. 913-926

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

Schmidt, Paul; Mühlau, Mark; Schmid, Volker J. (2017): Fitting large-scale structured additive regression models using Krylov subspace methods. In: Computational Statistics and Data Analysis, Vol. 105: S. 59-75

Schulze Waltrup, L.; Kauermann, G. (2017): Smooth Expectiles for Panel Data using Penalized Splines. In: Statistics and Computing, Vol. 27, Nr. 1: S. 271-282

Thiemichen, S.; Kauermann, G. (2017): Stable Exponential Random Graph Models with Non-parametric Components for Large Dense Networks. In: Social Networks, Vol. 49: S. 67-80

2016

Bauer, Nadja; Friedrichs, Klaus; Bischl, Bernd; Weihs, Claus (2016): Fast Model Based Optimization of Tone Onset Detection by Instance Sampling. In: Wilhelm, Adalbert F. X.; Kestler, Hans A. (Hrsg.): Analysis of Large and Complex Data. Cham: Springer. S. 461-472

Baurecht, Hansjörg; Hotze, Melanie; Rodríguez, Elke; Manz, Judith; Weidinger, Stephan; Cordell, Heather J.; Augustin, Thomas; Strauch, Konstantin (2016): Compare and Contrast Meta Analysis (CCMA): A Method for Identification of Pleiotropic Loci in Genome-Wide Association Studies.
In: PLOS ONE 11(5), e0154872 [PDF, 718kB]

Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Frechétte, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin (2016): ASlib: A Benchmark Library for Algorithm Selection. In: Artificial Intelligence, Vol. 237: S. 41-58

Bischl, Bernd; Kühn, Tobias; Szepannek, Gero (2016): On Class Imbalance Correction for Classification Algorithms in Credit Scoring. In: Lübbecke, Marco (Hrsg.): Operations Research Proceedings 2014. Cham: Springer International Publishing. S. 37-43

Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jakob; Studerus, Erich; Casalicchio, Giuseppe; Jones, Zachary M. (2016): mlr: Machine Learning in R. In: Journal of Machine Learning Research, Vol. 17, Nr. 1: S. 5938-5942

Bothmann, Ludwig; Windmann, Michael; Kauermann, Göran (2016): Realtime Classification of Fish in Underwater Sonar Videos. In: Journal of the Royal Statistical Society: Series C (Applied Statistics), Vol. 65, Nr. 4: S. 565-584

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

Brandl, Caroline; Breinlich, Valentin; Stark, Klaus J.; Enzinger, Sabrina; Aßenmacher, Matthias; Olden, Matthias; Grassmann, Felix; Graw, Jochen; Heier, Margit; Peters, Annette; Helbig, Horst; Küchenhoff, Helmut; Weber, Bernhard H. F.; Heid, Iris M. (2016): Features of Age-Related Macular Degeneration in the General Adults and Their Dependency on Age, Sex, and Smoking: Results from the German KORA Study.
In: PLOS ONE 11(11), e0167181 [PDF, 961kB]

Brenner, Thomas; Kauermann, Göran (2016): Specialization and Convergence of Industry-Specific Employment in Germany: A Linear Mixed-Model Approach with Spatial Components. In: Regional Studies, Vol. 50, Nr. 2: S. 326-341

Brettner, Florian; Janitza, Silke; Prüll, Kathrin.; Weninger, Ernst; Mansmann, Ulrich; Küchenhoff, Helmut; Jovanovic, Alexander; Pollwein, Bernhard; Chappell, Daniel; Zwissler, Bernhard; Dossow, Vera von (2016): Gender-Specific Differences in Low-Dose Haloperidol Response for Prevention of Postoperative Nausea and Vomiting: A Register-Based Cohort Study.
In: PLOS ONE 11(1), e0146746 [PDF, 673kB]

Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja (2016): Boosting Flexible Functional Regression Models with a High Number of Functional Historical Effects. In: Statistics and Computing

Bruns, P.; Paschedag, H.; Kauermann, G. (2016): Anerkannte wissenschaftliche Grundsätze zur Erstellung qualifizierter Mietspiegel. In: Zeitschrift für Miet- und Raumrecht, Vol. 69: S. 669-679

Casalicchio, Giuseppe; Bischl, Bernd; Boulesteix, Anne-Laure; Schmid, Matthias (2016): The residual-based predictiveness curve: A visual tool to assess the performance of prediction models. In: Biometrics, Vol. 72, Nr. 2: S. 392-401

Cederbaum, Jona; Pouplier, Marianne; Hoole, Phil; Greven, Sonja (2016): Functional linear mixed models for irregularly or sparsely sampled data. In: Statistical Modelling, Vol. 16, Nr. 1: S. 67-88

Csereklyei, Zuzanna.; Thurner, Paul W.; Bauer, Alexander; Küchenhoff, Helmut (2016): The effect of economic growth, oil prices, and the benefits of reactor standardization: Duration of nuclear power plant construction revisited. In: Energy Policy, Vol. 91: S. 49-59

Deffner, Veronika; Küchenhoff, Helmut; Maier, Verena; Pitz, Mike; Cyrys, Josef; Breitner, Susanne; Schneider, Alexandra; Gu, Jinwei; Geruschkat, Uta; Peters, Annette (2016): Two-level statistical modeling of outdoor and time-activity patterns during three seasons. In: Journal of Exposure Science and Environmental Epidemiology, Vol. 26, Nr. 1: S. 17-25

Degroote, Hans; Bischl, Bernd; Kotthoff, Lars; De Causmaecker, Patrick (2016): Reinforcement Learning for Automatic Online Algorithm Selection - an Empirical Study. 16th ITAT Conference Information Technologies - Applications and Theory, 15.-19. September 2016, Tatranské Matliare.

Döring, Dorothea; Haberland, Barbara; Ossig, Andrea; Küchenhoff, Helmut; Dobenecker, Britta; Hack, Rüdiger; Schmidt, Jörg; Erhard, Michael H. (2016): Behavior of laboratory beagles: Assessment in a standardized behavior test using novel stimuli and situations. In: Journal of Veterinary Behavior: Clinical Applications and Research, Vol. 11: S. 18-25

Döring, Dorothea; Ketter, Daphne; Klima, André; Küchenhoff, Helmut; Dobenecker, Britta; Schmidt, Jörg; Erhard, Michael H. (2016): Horn of calf hooves as chews in laboratory dogs. In: Journal of Veterinary Behavior: Clinical Applications and Research, Vol. 13: S. 39-45

Endres, Eva; Augustin, Thomas (2016): Statistical Matching of Discrete Data by Bayesian Networks. Eighth International Conference on Probabilistic Graphical Models, 6.-9. September 2016, Lugano.

Fegg, Martin J.; Kudla, Dorothea; Brandstätter, Monika; Deffner, Veronika; Küchenhoff, Helmut (2016): Individual meaning in life assessed with the Schedule for Meaning in Life Evaluation: toward a circumplex meaning model. In: Palliative and Supportive Care, Vol. 14, Nr. 02: S. 91-98

Feilke, Martina; Bischl, Bernd; Schmid, Volker J.; Gertheiss, Jan (2016): Boosting in Nonlinear Regression Models with an Application to DCE-MRI Data. In: Methods of Information in Medicine, Vol. 55, Nr. 1: S. 31-41

Fink, Holger (2016): Conditional Distributions of Mandelbrot-Van Ness Fractional Lévy Processes and Continuous-Time ARMA-GARCH-type Models with Long Memory. In: Journal of Time Series Analysis, Vol. 37, Nr. 1: S. 30-45

Gerber, Fabienne A.; Sahrmann, Philipp; Schmidlin, Oliver A.; Heumann, Christian; Beer, Jürg Hans; Schmidlin, Patrick R.: Influence of obesity on the outcome of non-surgical periodontal therapy - a systematic review. In: BMC Oral Health 2016, 16:90 [PDF, 1MB]

Greven, Sonja; Scheipl, Fabian (2016): Comment. "Smoothing parameter and model selection for general smooth models". In: Journal of the American Statistical Association, Vol. 111, Nr. 516: S. 1568-1573

Heurich, Marco; Belotti, Elisa; Hagen, R.; Küchenhoff, Helmut (2016): Der Einfluss des Luchses auf die Bestände seiner Beutetiere. In: AFZ-Der Wald, Vol. 2: S. 13-15

Heurich, Marco; Zeis, Klara; Küchenhoff, Helmut; Müller, Jörg; Belotti, Elisa; Bufka, Ludek; Woelfing, Benno (2016): Selective Predation of a Stalking Predator on Ungulate Prey.
In: PLOS ONE 11(8), e0158449 [PDF, 559kB]

Horn, Daniel; Demircioğlu, Aydin; Bischl, Bernd; Glasmachers, Tobias; Weihs, Claus (2016): A Comparative Study on Large Scale Kernelized Support Vector Machines. In: Advances in Data Analysis and Classification: S. 1-17

Janitza, Silke; Tutz, Gerhard; Boulesteix, Anne-Laure (2016): Random forest for ordinal responses: Prediction and variable selection. In: Computational Statistics and Data Analysis, Vol. 96: S. 57-73

Kauermann, Göran; Küchenhoff, Helmut (2016): Statistik, Data Science und Big Data. In: AStA Wirtschafts - und Sozialstatistisches Archiv, Vol. 10, Nr. 2: S. 141-150

Kauermann, Göran; Windmann, Michael (2016): Mietspiegel heute zwischen Realität und statistischen Möglichkeiten. In: AStA Wirtschafts - und Sozialstatistisches Archiv

Klima, André; Thurner, Paul W.; Molnar, Christoph; Schlesinger, Thomas; Küchenhoff, Helmut (2016): Estimation of voter transitions based on ecological inference: an empirical assessment of different approaches. In: AStA Advances in Statistical Analysis, Vol. 100, Nr. 2: S. 133-159

Klüser, Lena; Holler, Peter; Simak, Julia; Tater, Guy; Smets, Pascale; Rügamer, David; Küchenhoff, Helmut; Wess, Gerhard (2016): Predictors of Sudden Cardiac Death in Doberman Pinschers with Dilated Cardiomyopathy. In: Journal of Veterinary Internal Medicine, Vol. 30, Nr. 3: S. 722-732

Marschallinger, Robert; Schmidt, Paul; Hofmann, Peter; Zimmer, Claus; Atkinson, Peter M.; Sellner, Johann; Trinka, Eugen; Mühlau, Mark (2016): A MS-lesion pattern discrimination plot based on geostatistics. In: Brain and Behavior, Vol. 6, Nr. 3, e00430 [PDF, 2MB]

Plass, Julia; Cattaneo, Marco E.G.V.; Schollmeyer, Georg; Augustin, Thomas (2016): Testing of coarsening mechanisms: Coarsening at random versus subgroup independence. .

Popken, Jens; Schmid, Volker J.; Strauss, Axel; Guengoer, Tuna; Wolf, Eckhard; Zakhartchenko, Valeri (2016): Stage-dependent remodeling of the nuclear envelope and lamina during rabbit early embryonic development. In: Journal of Reproduction and Development, Vol. 62, Nr. 2: S. 127-135

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

Rietzler, Michael; Geiselhart, Florian; Thomas, Janek; Rukzio, Enrico (2016): FusionKit: a generic toolkit for skeleton, marker and rigid-body tracking. 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 21.-24. Juni 2016, Brüssel.

Schauberger, Gunther; Tutz, Gerhard (2016): Detection of differential item functioning in Rasch models by boosting techniques. In: British Journal of Mathematical and Statistical Psychology, Vol. 69, Nr. 1: S. 80-103

Scheipl, Fabian; Gertheiss, Jan; Greven, Sonja (2016): Generalized functional additive mixed models. In: Electronic Journal of Statistics, Vol. 10, Nr. 1: S. 1455-1492

Scheipl, Fabian; Greven, Sonja (2016): Identifiability in penalized function-on-function regression models. In: Electronic Journal of Statistics, Vol. 10, Nr. 1: S. 495-526

Schiergens, Tobias S.; Lindenthaler, Andrea; Thomas, Michael N.; Rentsch, Markus; Mittermeier, Laura; Brand, Katharina; Küchenhoff, Helmut; Lee, Serene; Guba, Markus; Werner, Jens; Thasler, Wolfgang E. (2016): Time-dependent impact of age and comorbidities on long-term overall survival after liver resection. In: Liver International, Vol. 36, Nr. 9: S. 1340-1350

Schmid, Matthias; Küchenhoff, Helmut; Hoerauf, Achim; Tutz, Gerhard (2016): A survival tree method for the analysis of discrete event times in clinical and epidemiological studies. In: Statistics in Medicine, Vol. 35, Nr. 5: S. 734-751

Schneider, Barbara; Erhard, Michael H.; Scheipl, Fabian; Küchenhoff, Helmut; Döring, Dorothea (2016): Comparison of 2 gentling programs for laboratory rats: Effects on the behavior towards humans. In: Journal of Veterinary Behavior: Clinical Applications and Research, Vol. 12: S. 73-81

Schulze Waltrup, Linda; Kauermann, Göran (2016): A Short Note on Quantile and Expectile Estimation in Unequal Probability Samples. In: Survey Methodology, Vol. 42, Nr. 1: S. 179-187

Schwarzer, Angela; Bergmann, Shana; Manitz, Juliane; Küchenhoff, Helmut; Erhard, Michael H.and Rauch (2016): Behavioral studies on the use of open water basins by American mink (Neovison vison). In: Journal of Veterinary Behavior: Clinical Applications and Research, Vol. 13: S. 19-26

Thiemichen, Stephanie; Friel, Nial; Caimo, Alberto; Kauermann, Göran (2016): Bayesian Exponential Random Graph Models with Nodal Random Effects. In: Social Networks, Vol. 46: S. 11-28

Tutz, Gerhard; Koch, Dominik (2016): Improved nearest neighbor classifiers by weighting and selection of predictors. In: Statistics and Computing, Vol. 26, Nr. 5: S. 1039-1057

Tutz, Gerhard; Schmid, Matthias (2016): Modeling Discrete Time-to-Event Data. Cham: Springer.

Weihs, Claus; Horn, Daniel; Bischl, Bernd (2016): Big data Classification: Aspects on Many Features and Many Observations. : S. 113-122

2015

Augustin, Nicole H.; Mattocks, Calum; Faraway, Julian J.; Greven, Sonja; Ness, Andy R. (2015): Modelling a response as a function of high-frequency count data: The association between physical activity and fat mass. In: Statistical Methods in Medical Research

Belotti, Elisa; Weder, Nicole; Bufka, Ludek; Kaldhusdal, Arne; Küchenhoff, Helmut; Seibold, Heidi; Woelfing, Benno; Heurich, Marco (2015): Patterns of Lynx Predation at the Interface between Protected Areas and Multi-Use Landscapes in Central Europe.
In: PLOS ONE 10(9), e0138139 [PDF, 1MB]

Bischl, Bernd; Lang, Michel; Mersmann, Olaf; Rahnenführer, Jörg; Weihs, Claus (2015): BatchJobs and BatchExperiments: Abstraction Mechanisms for Using R in Batch Environments. In: Journal of Statistical Software, Vol. 64, Nr. 11: S. 1-25

Bollmann, Stella; Heene, Moritz; Küchenhoff, Helmut; Bühner, Markus (14. April 2015): What can the Real World do for simulation studies? A comparison of exploratory methods. Department of Statistics: Technical Reports, Nr. 181 [PDF, 1MB]

Bollmann, Stella; Hölzl, Andreas; Heene, Moritz; Küchenhoff, Helmut; Bühner, Markus (14. April 2015): Evaluation of a new k-means approach for exploratory clustering of items. Department of Statistics: Technical Reports, Nr. 182 [PDF, 1MB]

Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja (2015): The Functional Linear Array Model. In: Statistical Modelling, Vol. 15, Nr. 3: S. 279-300

Brockhoff, Dimo; Bischl, Bernd; Wagner, Tobias (2015): The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study. Genetic and Evolutionary Computation Conference 2015, 11.-15. Juli 2015, Madrid.

Casalicchio, Giuseppe; Tutz, Gerhard; Schauberger, Gunther (2015): Subject-specific Bradley-Terry-Luce models with implicit variable selection. In: Statistical Modelling, Vol. 15, Nr. 6: S. 526-547

Feilke, Martina; Schneider, Katrin; Schmid, Volker J. (2015): Bayesian mixed-effect models for the analysis of a series of FRAP images. In: Statistical Applications in Genetics and Molecular Biology, Vol. 14, Nr. 1: S. 35-51

Fuchs, Karen; Gertheiss, Jan; Tutz, Gerhard (2015): Nearest neighbor ensembles for functional data with interpretable feature selection. In: Chemometrics and Intelligent Laboratory Systems, Vol. 146: S. 186-197

Fuchs, Karen; Scheipl, Fabian; Greven, Sonja (2015): Penalized scalar-on-functions regression with Interaction Term. In: Computational Statistics & Data Analysis, Vol. 81, Nr. 1: S. 38-51

Graefe, Andreas; Küchenhoff, Helmut; Stierle, Veronika; Riedl, Bernhard (2015): Limitations of Ensemble Bayesian Model Averaging for forecasting social science problems. In: International Journal of Forecasting, Vol. 31, Nr. 3: S. 943-951

Groll, Andreas; Schauberger, Gunther; Tutz, Gerhard (2015): Prediction of major international soccer tournaments based on team-specific regularized Poisson regression: An application to the FIFA World Cup 2014. In: Journal of Quantitative Analysis of Sports, Vol. 11, Nr. 2: S. 97-115

Horn, Daniel; Wagner, Tobias; Biermann, Dirk; Weihs, Claus; Bischl, Bernd (2015): Model-Based Multi-Objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark. In: Gaspar-Cunha, António; Henggeler Antunes, Carlos; Coello, Carlos Coello (Hrsg.): Evolutionary Multi-Criterion Optimization (EMO). 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 - April 1, 2015. Proceedings, Part I. Lecture Notes in Computer Science, Bd. 9018. Berlin: Springer. S. 64-78

Kaldhusdal, Arne; Brandl, Roland; Müller, Jörg; Möst, Lisa; Hothorn, Torsten (2015): Spatio-Phylogenetic Multi-Species Distribution Models. In: Methods in Ecology and Evolution, Vol. 6, Nr. 2: S. 187-197

Kalus, Stefanie; Bothmann, Ludwig; Yassouridis, Christina; Czisch, Michael; Sämann, Philipp G.; Fahrmeir, Ludwig (2015): Statistical Modeling of Time-Dependent fMRI Activation Effects. In: Human Brain Mapping, Vol. 36, Nr. 2: S. 731-743

Kim, Young S.; Lee, Jaesung; Mittnik, Stefan; Park, Jiho (2015): Quanto option pricing in the presence of fat tails and asymmetric dependence. In: Journal of Econometrics, Vol. 187, Nr. 2: S. 512-520

Kotthaus, Helena; Korb, Ingo; Lang, Michel; Bischl, Bernd; Rahnenführer, Jörg; Marwedel, Peter (2015): Runtime and memory consumption analyses for machine learning R programs. In: Journal of Statistical Computation and Simulation, Vol. 85, Nr. 1: S. 14-29

Kreuter, Frauke; Müller, Gerrit (2015): Improving Recruitment Efficiency Using Paradata Information in Panel Surveys. In: Field Methods, Vol. 27: S. 55-65

Küchenhoff, Helmut; Schmid, Hans-Jörg (2015): Reply to "More (old and new) misunderstandings of collostructional analysis: On Schmid & Küchenhoff" by Stefan Th. Gries. In: Cognitive Linguistics, Vol. 26: S. 537-547

Lang, Michel; Kotthaus, Helena; Marwedel, Peter; Weihs, Claus; Rahnenführer, Jörg; Bischl, Bernd (2015): Automatic model selection for high-dimensional survival analysis. In: Journal of Statistical Computation and Simulation, Vol. 85, Nr. 1: S. 62-76

Mauerer, Ingrid; Pößnecker, Wolfgang; Thurner, Paul W.; Tutz, Gerhard (2015): Modeling electoral choices in multiparty systems with high-dimensional data: A regularized selection of parameters using the lasso approach. In: Journal of Choice Modelling, Vol. 16: S. 23-42

Mellert, Karl H.; Deffner, Veronika; Küchenhoff, Helmut; Kölling, Christian (2015): Modeling sensitivity to climate change and estimating the uncertainty of its impact: a probabilistic concept for risk assessment in forestry. In: Ecological Modelling, Vol. 316: S. 211-216

Mittnik, Stefan; Kato, Mika; Samaan, Daniel; Semmler, Willi (2015): Employment and output effects of climate policies. In: Lucas, Bernhard; Semmler, Willi (Hrsg.): The Oxford University Press Handbook on The Macroeconomics of Global Warming. Oxford: Oxford University Press. S. 445-476

Mittnik, Stefan; Robinzonov, Nikolay; Spindler, Martin (2015): Stock market volatility: Identifying major drivers and the nature of their impact. In: Journal of Banking & Finance, Vol. 58: S. 1-14

Möst, Lisa; Hothorn, Torsten (2015): Conditional Transformation Models for Survivor Function Estimation. In: International Journal of Biostatistics, Vol. 11, Nr. 1: S. 23-50

Möst, Lisa; Hothorn, Torsten; Müller, Jörg; Heurich, Marco (2015): Creating a Landscape of Management: Unintended Effects on the Variation of Browsing Pressure in a National Park. In: Forest Ecology and Management, Vol. 338: S. 46-56

Möst, Susanne; Pößnecker, Wolfgang; Tutz, Gerhard (2015): Variable selection for discrete competing risks models. In: Quality & Quantity: S. 1-22

Obermeier, Viola; Scheipl, Fabian; Heumann, Christian; Wassermann, Joachim; Küchenhoff, Helmut (2015): Flexible Distributed Lags for Modeling Earthquake Data. In: Journal of the Royal Statistical Society, Vol. 64, Nr. 2: S. 395-412

Oelker, Magret-Ruth; Pößnecker, Wolfgang; Tutz, Gerhard (2015): Selection and fusion of categorical predictors with L0 type penalties. In: Statistical Modelling, Vol. 15, Nr. 5: S. 389-410

Plass, Julia; Augustin, Thomas; Cattaneo, Marco E.G.V; Schollmeyer, Georg (2015): Statistical Modelling under Epistemic Data Imprecision: Some Results on Estimating Multinomial Distributions and Logistic Regression for Coarse Categorical Data. Ninth International Symposium on Imprecise Probability: Theories and Applications, 20.-24. Juli 2015, Pescara.

Plass, Julia; Fink, Paul; Schöning, Norbert; Augustin, Thomas (2015): Statistical Modelling in Surveys without Neglecting the Undecided: Multinomial Logistic Regression Models and Imprecise Classification Trees under Ontic Data Imprecision. Ninth International Symposium on Imprecise Probability: Theories and Applications, 20.-24. Juli 2015, Pescara.

Popken, Jens; Graf, Alexander; Krebs, Stefan; Blum, Helmut; Schmid, Volker J.; Strauss, Axel; Guengoer, Tuna; Zakhartchenko, Valeri; Wolf, Eckhard; Cremer, Thomas (2015): Remodeling of the Nuclear Envelope and Lamina during Bovine Preimplantation Development and Its Functional Implications.
In: PLOS ONE 10(5), e0124619 [PDF, 9MB]

Schauberger, Gunther; Tutz, Gerhard (2015): Regularization Methods in Economic Forecasting. In: Berana, Jan; Feng, Yuanhua; Hebbel, Hartmut (Hrsg.): Empirical Economic and Financial Research. Heidelberg: Springer International Publishing. S. 61-80

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

Scheipl, Fabian; Staicu, Ana-Maria; Greven, Sonja (2015): Functional Additive Mixed Models. In: Journal of Computational and Graphical Statistics, Vol. 24, Nr. 2: S. 477-501

Schmid, Matthias; Kestler, Hans A.; Potapov, Sergej (2015): On the validity of time-dependent AUC estimators. In: Briefings in Bioinformatics, Vol. 16, Nr. 1: S. 153-68

Schollmeyer, Georg (2015): On the number and characterization of the extreme points of the core of necessity measures on finite spaces. Ninth International Symposium on Imprecise Probability: Theories and Applications, 20.-24. Juli 2015, Pescara.

Schomaker, Michael; Hogger, Sarah; Johnson, Leigh F.; Hoffmann, Christopher J.; Bärnighausen, Till; Heumann, Christian (2015): Simultaneous Treatment of Missing Data and Measurement Error in HIV Research Using Multiple Overimputation. In: Epidemiology, Vol. 26, Nr. 5: S. 628-636

Shou, Haochang; Zipunnikov, Vadim; Crainiceanu, Ciprian M.; Greven, Sonja (2015): Structured Functional Principal Component Analysis. In: Biometrics, Vol. 71: S. 247-257

Thurn, Tamara; Brandstätter, Monika; Fensterer, Veronika; Küchenhoff, Helmut; Fegg, Martin J. (2015): Existential behavioral therapy for informal caregivers of palliative patients: Barriers and promoters of support utilization. In: Palliative and Supportive Care, Vol. 13, Nr. 3: S. 757-766

Tutz, Gerhard; Pößnecker, Wolfgang; Uhlmann, Lorenz (2015): Variable selection in general multinomial logit models. In: Computational Statistics and Data Analysis, Vol. 82: S. 207-222

Tutz, Gerhard; Ramzan, Shalah (2015): Improved methods for the imputation of missing data by nearest neighbor methods. In: Computational Statistics and Data Analysis, Vol. 90: S. 84-99

Tutz, Gerhard; Schauberger, Gunther (2015): A Penalty Approach to Differential Item Functioning in Rasch Models. In: Psychometrika, Vol. 80, Nr. 1: S. 21-43

Tutz, Gerhard; Schauberger, Gunther (2015): Extended ordered paired comparison models with application to football data from German Bundesliga. In: AStA Advances in Statistical Analysis, Vol. 99, Nr. 2: S. 209-227

Wegener, Michael; Kauermann, Göran (2015): Forecasting in nonlinear univariate time series using penalized splines. In: Statistical Papers: S. 1-20

West, Brady T.; Kreuter, Frauke (2015): A Practical Technique for Improving the Accuracy of Interviewer Observations: Evidence from the National Survey of Family Growth. In: Field Methods, Vol. 27, Nr. 2: S. 144-162

2014

Augustin, Thomas; Coolen, Frank P.A.; de Cooman, Gerd; Troffaes, Matthias C.M. (Hrsg.) (2014): Introduction to Imprecise Probability. Chichester: John Wiley & Sons.

Arweiler, Nicole B.; Netuschil, Lutz; Beier, Daniel; Grunert, Sebastian; Heumann, Christian; Altenburger, Markus J.; Sculean, Anton; Nagy, Katalin; Al-Ahmad, Ali; Auschill, Thorsten M. (2014): Action of food preservatives on 14-days dental biofilm formation, biofilm vitality and biofilm-derived enamel demineralisation in situ. In: Clinical Oral Investigations, Vol. 18, Nr. 3: S. 829-838

Augustin, Thomas; Walter, Gero; Coolen, Frank P. A. (2014): Statistical inference. In: Augustin, Thomas; Coolen, Frank P. A.; de Cooman, Gerd; Troffaes, Matthias C. M. (Hrsg.): Introduction to Imprecise Probabilities. Chichester: John Wiley & Sons. S. 135-189

Becker, Lore; Kling, Eva; Schiller, Evelyn; Zeh, Ramona; Schrewe, Anja; Hölter, Sabine M.; Mossbrugger, Ilona; Calzada-Wack, Julia; Strecker, Valentina; Wittig, Ilka; Dumitru, Iulia; Wenz, Tina; Bender, Andreas; Aichler, Michaela; Janik, Dirk; Neff, Frauke; Walch, Axel; Quintanilla-Fend, Leticia; Floss, Thomas; Bekeredjian, Raffi; Gailus-Durner, Valerie; Fuchs, Helmut; Wurst, Wolfgang; Meitinger, Thomas; Prokisch, Holger; Hrabé de Angelis, Martin; Klopstock, Thomas (2014): MTO1-Deficient Mouse Model Mirrors the Human Phenotype Showing Complex I Defect and Cardiomyopathy.
In: PLOS ONE 9(12), e114918 [PDF, 1MB]

Blanchet, Xavier; Cesarek, Katja; Brandt, Johanna; Herwald, Heiko; Teupser, Daniel; Küchenhoff, Helmut; Karshovska, Ela; Mause, Sebastian F.; Siess, Wolfgang; Wasmuth, Hermann; Soehnlein, Oliver; Koenen, Rory R.; Weber, Christian; von Hundelshausen, Philipp (2014): Inflammatory role and prognostic value of platelet chemokines in acute coronary syndrome. In: Thrombosis and Haemostasis, Vol. 112, Nr. 6: S. 1277-1287

Boulesteix, Anne-Laure; Schmid, Matthias (2014): Machine learning versus statistical modeling. In: Biometrical Journal, Vol. 56, Nr. 4: S. 588-593

Brandl, Susanne; Falk, Wolfgang; Klemmt, Hans-Joachim; Stricker, Georg; Bender, Andreas; Rötzer, Thomas; Pretzsch, Hans (November 2014): Possibilities and Limitations of Spatially Explicit Site Index Modelling for Spruce Based on National Forest Inventory Data and Digital Maps of Soil and Climate in Bavaria (SE Germany). In: Forests, Vol. 5, Nr. 11: S. 2626-2646 [PDF, 2MB]

Brandl, Susanne; Falk, Wolfgang; Klemmt, Hans-Joachim; Stricker, Georg; Bender, Andreas; Rötzer, Thomas; Pretzsch, Hans (2014): Possibilities and Limitations of Spatially Explicit Site Index Modelling for Spruce Based on National Forest Inventory Data and Digital Maps of Soil and Climate in Bavaria (SE Germany). In: Forests: S. 2626-2646

Brandstätter, Monika; Kögler, Monika; Baumann, Urs; Fensterer, Veronika; Küchenhoff, Helmut; Borasio, Gian D.; Fegg, Martin J. (2014): Experience of meaning in life in bereaved informal caregivers of palliative care patients. In: Supportive Care in Cancer, Vol. 22, Nr. 5: S. 1391-1399

Bühlmann, Peter; Gertheiss, Jan; Hieke, Stefanie; Kneib, Thomas; Ma, Shuangge; Schumacher, Martin; Tutz, Gerhard; Wang, Ching-Yun; Wang, Zhu; Ziegler, Andreas (2014): Discussion of ``The Evolution of Boosting Algorithms'' and ``Extending Statistical Boosting''. In: Methods of Information in Medicine, Vol. 53: S. 436-445

Cattaneo, Marco E. G. V. (2014): A Continuous Updating Rule for Imprecise Probabilities. In: Laurent, Anne; Strauss, Olivier; Bouchon-Meunier, Bernadette; Yager, Ronald R. (Hrsg.): Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part III. Berlin: Springer. S. 426-435

Cattaneo, Marco E. G. V. (2014): Maxitive Integral of Real-Valued Functions. In: Laurent, Anne; Strauss, Olivier; Bouchon-Meunier, Bernadette; Yager, Ronald R. (Hrsg.): Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part I. 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, Montpellier, France, July 15-19, 2014. Pr. Berlin: Springer. S. 226-235

Cattaneo, Marco E.G.V.; Wiencierz, Andrea (2014): On the implementation of LIR: the case of simple linear regression with interval data. In: Computational Statistics, Vol. 29, Nr. 3-4: S. 743-767

Döring, Dorothea; Haberland, Barbara; Ossig, Andrea; Küchenhoff, Helmut; Dobenecker, Britta; Hack, Rüdiger; Schmidt, Jörg; Erhard, Michael H. (2014): Behavior of laboratory beagles towards humans: Assessment in an encounter test and a simulation of experimental situations. In: Journal of Veterinary Behavior, Vol. 9: S. 295-303

Eckman, Stephanie; Kreuter, Frauke; Kirchner, Antje; Jäckle, Annette; Tourangeau, Roger; Presser, Stanley (2014): Mechanisms of Misreporting to Filter Questions. In: Public Opinion Quarterly, Vol. 78, Nr. 3: S. 721-733

Falk, Wolfgang; Brandl, Susanne; Klemmt, Hans-Joachim; Bender, Andreas; Stricker, Georg (2014): Wachstumspotenziale der Hauptbaumarten. In: LWF aktuell, Vol. 106: S. 53-56

Fensterer, Veronika; Küchenhoff, Helmut; Maier, Verena; Wichmann, Heinz-Erich; Breitner, Susanne; Peters, Annette; Gu, Jianwei; Cyrys, Josef (Mai 2014): Evaluation of the Impact of Low Emission Zone and Heavy Traffic Ban in Munich (Germany) on the Reduction of PM10 in Ambient Air. In: International Journal of Environmental Research and Public Health, Vol. 11, Nr. 5: S. 5094-5112 [PDF, 917kB]

Fensterer, Veronika; Küchenhoff, Helmut; Maier, Verena; Wichmann, Heinz-Erich; Breitner, Susanne; Peters, Annette; Gu, Jinwei; Cyrys, Josef (2014): Evaluation of the Impact of Low Emission Zone and Heavy Traffic Ban in Munich (Germany) on the Reduction of PM10 in Ambient Air. In: International Journal of Environmental Research and Public Health, Vol. 11, Nr. 5: S. 5094-5112

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

Gillhuber, Julia; Rügamer, David; Pfister, Kurt; Scheuerle, Miriam C. (2014): Giardiosis and other enteropathogenic infections: a study on diarrhoeic calves in Southern Germany. In: BMC Research Notes, Vol. 7: S. 112-121

Groll, Andreas; Tutz, Gerhard (2014): Variable selection for generalized linear mixed models by L1-penalized estimation. In: Statistics and Computing, Vol. 24, Nr. 2: S. 137-154

Guzman Castillo, Maria; Gillespie, Duncan; Allen, Kirk; Bandosz, Piotr; Schmid, Volker J.; Capewell, Simon; O'Flaherty, Martin (2014): Future declines of Coronary Heart Disease mortality in England and Wales could counter the burden of population ageing.
In: PLOS ONE 9(6), e99482 [PDF, 722kB]

Günther, Felix (2014): Subjective Well-Being over the Life Span: Modeling Age-, Period-, and Cohort-Effects in the Additive Mixed Model Framework. Bachelorarbeit, Ludwig-Maximilians-Universität München
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Güthlin, Denise; Storch, Ilse; Küchenhoff, Helmut (2014): Toward Reliable Estimates of Abundance: Comparing Index Methods to Assess the Abundance of a Mammalian Predator.
In: PLOS ONE 9(4), e94537 [PDF, 750kB]

Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt; Strobl, Carolin (2014): A New Variable Importance Measure for Random Forests with Missing Data. In: Statistics and Computing, Vol. 24, Nr. 1: S. 21-34

Heinzl, Felix; Tutz, Gerhard (2014): Additive mixed models with approximate Dirichlet process mixtures: the EM approach. In: Statistics and Computing: S. 1-20

Heinzl, Felix; Tutz, Gerhard (2014): Clustering in linear-mixed models with a group fused lasso penalty. In: Biometrical Journal, Vol. 56, Nr. 1: S. 44-68

Herberich, Esther; Hassler, Christine; Hothorn, Torsten (2014): Multiple Curve Comparisons with an Application to the Formation of the Dorsal Funiculus of Mutant Mice. In: International Journal of Biostatistics, Vol. 10, Nr. 2: S. 289-302

Hess, Wolfgang; Schwarzkopf, Larissa; Hunger, Matthias; Holle, Rolf (2014): Competing-risks duration models with correlated random effects: an application to dementia patients' transition histories. In: Statistics in Medicine, Vol. 33, Nr. 22: S. 3919-3931

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

Heurich, Marco; Hilger, Anton; Küchenhoff, Helmut; Andren, Henrik; Bufka, Ludek; Krofel, Miha; Mattisson, Jenny; Odden, John; Persson, Jens; Rauset, Geir R.; Schmidt, Krzysztof; Linnell, John D. C. (2014): Activity Patterns of Eurasian Lynx Are Modulated by Light Regime and Individual Traits over a Wide Latitudinal Range.
In: PLOS ONE 9(12), e114143 [PDF, 1MB]

Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter (2014): Conditional Transformation Models. In: Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 76, Nr. 1: S. 3-27

Kauermann, Göran; Meyer, Renate (2014): Penalized Marginal Likelihood Estimation of Finite Mixtures of Archimedean Copulas. In: Computational Statistics, Vol. 29, Nr. 1-2: S. 283-306

Kauermann, Göran; Schellhase, Christian (2014): Flexible Pair-Copula Estimation in D-vines using Bivariate Penalized Splines. In: Statistics and Computing, Vol. 24, Nr. 6: S. 1081-1100

Kellberger, Jessica; Peters-Weist, Astrid S.; Heinrich, Sabine; Pfeiffer, Susanne; Vogelberg, Christian; Roller, Diana; Genuneit, Jon; Weinmayr, Gudrun; Mutius, Erika von; Heumann, Christian; Nowak, Dennis; Radon, Katja (2014): Predictors of workrelated sensitisation, allergic rhinitis and asthma in early work life. In: European Respiratory Journal, Vol. 44, Nr. 3: S. 657-665

Kraus, Anne; Küchenhoff, Helmut (2014): Credit scoring optimization using the area under the curve. In: Journal of risk model validation, Vol. 8: S. 31-67

Lausser, Ludwig; Schmid, Florian; Schmid, Matthias; Kestler, Hans A. (2014): Unlabeling data can improve classification accuracy. In: Pattern Recognition Letters, Vol. 37: S. 15-23

Mahaki, Behzad; Jafari-Koshki, Tohid; Schmid, Volker J. (2014): Trends of Cancer Incidence in Iran During 2004-2008: A Bayesian Space-Time Model. In: Asian Pacific Journal of Cancer Prevention, Vol. 15, Nr. 4: S. 1557-1561

Mayr, Andreas; Schmid, Matthias (2014): Boosting the concordance index for survival data - a unified framework to derive and evaluate biomarker combinations.
In: PLOS ONE 9(1), e84483 [PDF, 442kB]

McLean, Matthew W.; Hooker, Giles; Staicu, Ana-Maria; Scheipl, Fabian; Ruppert, David (2014): Functional Generalized Additive Models. In: Journal of Computational and Graphical Statistics, Vol. 23, Nr. 1: S. 249-269

Meyer-Baese, Anke; Schmid, Volker J. (2014): Pattern Recognition and Signal Analysis in Medical Imaging. 2. : Academic Press.

Mittnik, Stefan; Semmler, Willi (2014): VaR-implied tail-correlation matrices. In: Economic Letters, Vol. 122, Nr. 1: S. 69-73

Mittnik, Stefan; Semmler, Willi (2014): Estimating a Banking-Macro Model Using a Multi-regime VAR. In: Schleer-van Gellecom, Frauke (Hrsg.): Advances in Non-linear Economic Modeling. Theory and Applications. Berlin: Springer-Verlag. S. 3-40

Möst, Lisa; Schmid, Matthias; Faschingbauer, Florian; Hothorn, Torsten (2014): Predicting Birth Weight with Conditionally Linear Transformation Models. In: Statistical Methods in Medical Research

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

Najm, Nour-Addeen; Meyer-Kayser, Elisabeth; Hoffmann, Lothar; Herb, Ingird; Fensterer, Veronika; Pfister, Kurt; Silaghi, Cornelia (2014): A molecular survey of Babesia spp. and Theileria spp. in red foxes (Vulpes vulpes) and their ticks from Thuringia. In: Ticks and tick-borne diseases, Vol. 5, Nr. 4: S. 386-391

Oelker, Magret-Ruth; Gertheiss, Jan; Tutz, Gerhard (2014): Regularization and model selection with categorical predictors and effect modifiers in generalized linear models. In: Statistical Modeling, Vol. 14, Nr. 2: S. 157-177

Oelker, Magret-Ruth; Sobotka, Fabian; Kneib, Thomas (2014): On (semiparametric) mode regression. 29th International Workshop on Statistical Modelling, 14.-18. Juli 2014, Göttingen.

Popken, Jens; Brero, Alessandro; Koehler, Daniela; Schmid, Volker J.; Strauss, Axel; Wuensch, Annegret; Guengoer, Tuna; Graf, Alexander; Krebs, Stefan; Blum, Helmut; Zakhartchenko, Valeri; Wolf, Eckhard; Cremer, Thomas (2014): Reprogramming of fibroblast nuclei in cloned bovine embryos involves major structural remodeling with both striking similarities and differences to nuclear phenotypes of in vitro fertilized embryos. In: Nucleus, Vol. 5, Nr. 6: S. 555-589

Popken, Jens; Dahlhoff, Maik; Guengoer, Tuna; Schmid, Volker J.; Strauss, Axel; Cremer, Thomas; Zakhartchenko, Valeri; Wolf, Eckhard (2014): Nuclear invaginations adapt to rabbit early embryonic developement. In: Reproduction, Fertility and Development, Vol. 27, Nr. 1: S. 139

Sabanés Bové, Daniel; Held, Leonhard; Kauermann, Göran (2014): Objective Bayesian Model Selection in Generalised Additive Models with Penalised Splines. In: Journal of Computational and Graphical Statistics, Vol. 24, Nr. 2: S. 394-415

Sakshaug, Joseph W.; Kreuter, Frauke (2014): The Effect of Benefit Wording on Consent to Link Survey and Administrative Records in a Web Survey. In: Public Opinion Quarterly, Vol. 78, Nr. 1: S. 166-176

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

Schneeweiß, Hans; Ronning, Gerd; Schmid, Matthias (2014): Panel model with multiplicative measurement errors. In: Beran, Jan; Feng, Yuanhua; Hebbel, Hartmut (Hrsg.): Empirical Economic and Financial Research - Theory, Methods and Practice. New York: Springer. S. 123-143

Schomaker, Michael; Heumann, Christian (2014): Model selection and model averaging after multiple imputation. In: Computational Statistics and Data Analysis, Vol. 71: S. 758-770

Schulze Waltrup, Linda; Sobotka, Fabian; Kneib, Thomas; Kauermann, Göran (2014): Expectile and Quantile Regression - David and Goliath? In: Statistical Modelling, Vol. 15, Nr. 5: S. 433-456

Sinibaldi, Jennifer; Trappmann, Mark; Kreuter, Frauke (2014): Which is the Better Investment for Nonresponse Adjustment: Purchasing Commercial Auxiliary Data or Collecting Interviewer Observations? In: Public Opinion Quarterly, Vol. 78, Nr. 2: S. 440-473

Smeets, Daniel; Markaki, Yolanda; Schmid, Volker J.; Kraus, Felix; Tattermusch, Anna; Cerase, Andrea; Sterr, Michael; Fiedler, Susanne; Demmerle, Justin; Popken, Jens; Leonhardt, Heinrich; Brockdorff, Neil; Cremer, Thomas; Schermelleh, Lothar; Cremer, Marion (2014): Three-dimensional super-resolution microscopy of the inactive X chromosome territory reveals a collapse of its active nuclear compartment harboring distinct Xist RNA foci. In: Epigenetics & Chromatin, Vol. 7, Nr. 8

Sommer, Julia C.; Gertheiss, Jan; Schmid, Volker J. (2014): Spatially regularized estimation for the analysis of DCE-MRI data. In: Statistics in Medicine, Vol. 33, Nr. 6: S. 1029-1041

Sommer, Julia C.; Schmid, Volker J. (2014): Spatial two-tissue compartment model for dynamic contrast-enhanced magnetic resonance imaging. In: Journal of the Royal Statistical Society C - Applied Statistics, Vol. 63, Nr. 5: S. 695-713

Säfken, Benjamin; Kneib, Thomas; van Waveren, Clara-Sophie; Greven, Sonja (2014): A Unifying Approach to the Estimation of the Conditional Akaike Information in Generalized Linear Mixed Models. In: Electronic Journal of Statistics, Vol. 8: S. 201-225

Thurner, Paul W.; Klima, André; Küchenhoff, Helmut (2014): Agricultural structure and the rise of the Nazi Party reconsidered. In: Political Geography, Vol. 44: S. 50-63

Thurner, Paul W.; Küchenhoff, Helmut; Mittermeier, Laura (2014): How long does it take to build a nuclear power plant? A non-parametric event history approach with P-splines. In: Energy Policy, Vol. 70: S. 163-171

Troffaes, Matthias C.M.; Walter, Gero; Kelly, Dana (2014): A Robust Bayesian Approach to Modelling Epistemic Uncertainty in Common-Cause Failure Models. In: Reliability Engineering & System Safety, Vol. 125: S. 13-21

Tutz, Gerhard; Gertheiss, Jan (2014): Rating Scales as Predictors - The Old Question of Scale Level and Some Answers. In: Psychometrika, Vol. 79, Nr. 3: S. 357-376

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

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

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

Unkel, Steffen; Farrington, Paddy C.; Whitaker, Heather J.; Pebody, Richard (2014): Time varying frailty models and the estimation of heterogeneities in transmission of infectious diseases. In: Journal of the Royal Statistical Society: Series C, Vol. 63, Nr. 1: S. 141-158

Wanka, Eva R.; Bayerstadler, Andreas; Heumann, Christian; Nowak, Dennis; Jörres, Rudolf A.; Fischer, Rainald (2014): Weather and air pollutants have an impact on patients with respiratory diseases and breathing difficulties in Munich, Germany. In: International Journal of Biometeorology, Vol. 58, Nr. 2: S. 249-262

West, Brady T.; Kreuter, Frauke Trappmann (2014): Observational Strategies Associated with Increased Accuracy of Interviewer Observations in Employment Research. In: Journal of Survey Statistics and Methodology, Vol. 2, Nr. 2: S. 159-181

Zipunnikov, Vadim; Greven, Sonja; Caffo, Brian S.; Reich, Daniel S.; Crainiceanu, Ciprian M. (2014): Longitudinal High-Dimensional Principal Components Analysis with Application to Diffusion Tensor Imaging of Multiple Sclerosis. In: Annals of Applied Statistics, Vol. 8, Nr. 4: S. 2175-2202

2013

Kreuter, Frauke (Hrsg.) (2013): Improving Surveys with Paradata. New York: Wiley.

Asgharian, Hossein; Hess, Wolfgang; Liu, Lu (2013): A spatial analysis of international stock market linkages. In: Journal of Banking & Finance, Vol. 37, Nr. 12: S. 4738-4754

Bayerstadler, Andreas; Benstetter, Franz; Heumann, Christian; Winter, Fabian (2013): A predictive modeling approach to increasing the economic effectiveness of desease management programs. In: Health Care Management Science: S. 1-18

Bergmann, Shana; Ziegler, Nina; Bartels, Thomas; Hübel, Jens; Schumacher, Christoph; Rauch, E.; Brandl, S.; Bender, Andreas; Casalicchio, Giuseppe; Krautwald-Junghanns, Maria; Erhard, Michael (2013): Prevalence and severity of foot pad alterations in German turkey poults during the early rearing phase. In: Poultry Science, Vol. 92, Nr. 5: S. 1171-1176

Bernau, Christoph; Augustin, Thomas; Boulesteix, Anne-Laure (2013): Correcting the optimal resampling-based error rate by estimating the error rate of wrapper algorithms. In: Biometrics, Vol. 69, Nr. 3: S. 693-702

Bässler, Claus; Hothorn, Torsten; Brandl, Roland; Müller, Jörg (2013): Insects Overshoot the Expected Upslope Shift Caused by Climate Warming.
In: PLOS ONE 8(6), e65842 [PDF, 493kB]

Casas-Cordero, Carolina; Kreuter, Frauke; Wang, Yuanxun; Babey, Susan (2013): Assessing the Measurement Error Properties of Interviewer Observations of Neighbourhood Characteristics. In: Journal of the Royal Statistical Society (Series A), Vol. 176, Nr. 1: S. 227-249

Cattaneo, Marco E.G.V. (2013): On the Robustness of Imprecise Probability Method. Eighth International Symposium on Imprecise Probability: Theories and Applications, 2.-5. Juli 2013, Compiègne.

Conrad, Frederick; Broome, Jessica; Benkí, Jose; Kreuter, Frauke; Gorves, Robert; Vannette, David; McClain, Colleen (2013): Interviewer Speech and the Success of Survey Invitations. In: Journal of the Royal Statistical Society (Series A), Vol. 176, Nr. 1: S. 191-210

Couper, Mick P.; Kreuter, Frauke (2013): Using Paradata to Explore Item-Level Response Times in Surveys. In: Journal of the Royal Statistical Society (Series A), Vol. 176, Nr. 1: S. 271-286

Eckman, Stephanie; Kreuter, Frauke (August 2013): Undercoverage Rates and Undercoverage Bias in Traditional Housing Unit Listing. In: Sociological Methods & Research, Vol. 42, Nr. 3: S. 264-293 [PDF, 334kB]

Eckman, Stephanie; Kreuter, Frauke (2013): Undercoverage Rates and Undercoverage Bias in Traditional Housing Unit Listing. In: Sociological Methods and Research, Vol. 42, Nr. 2: S. 264-293

Ensenauer, Regina; Chmitorz, Andrea; Riedel, Christina; Fenske, Nora; Hauner, Hans; Nennstiel-Ratzel, Uta; von Kries, Rüdiger (2013): Effects of suboptimal or excessive gestational weight gain on childhood overweight and abdominal adiposity: results from a retrospective cohort study. In: International Journal of Obesity, Vol. 37, Nr. 4: S. 505-512

Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan (2013): Bayesian Multilevel Models. In: Scott, Marc; Simonoff, Jeffrey; Marx, Brian (Hrsg.): The SAGE Handbook of Multilevel Modelling. Los Angeles: Sage. S. 53-72

Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan; Marx, Brian (2013): Regression: Models, Methods and Applications. Berlin: Springer-Verlag.

Farrington, Paddy C.; Unkel, Steffen; Anaya-Izquierdo, Karim (2013): Estimation of basic reproduction numbers: individual heterogeneity and robustness to perturbation of the contact function. In: Biostatistics, Vol. 14: S. 528-540

Farrington, Paddy C.; Whitaker, Heather J.; Unkel, Steffen; Pebody, Richard (2013): Correlated infections: quantifying individual heterogeneity in the spread of infectious diseases. In: American Journal of Epidemiology, Vol. 177: S. 474-486

Fegg, Martin J.; Brandstätter, Monika; Kögler, Monika; Hauke, Gernot; Rechenberg-Winter, Petra; Fensterer, Veronika; Küchenhoff, Helmut; Hentrich, Markus; Belka, Claus; Borasio, Gian D. (2013): Existential behavioural therapy for informal caregivers of palliative patients: a randomised controlled trial. In: Psycho-Oncology, Vol. 22, Nr. 9: S. 2079-2086

Fenske, Nora; Burns, Jacob; Hothorn, Torsten; Rehfuess, Eva A. (2013): Understanding child stunting in India: a comprehensive analysis of socio-economic, nutritional and environmental determinants using quantile boosting.
In: PLOS ONE 8(11), e78692 [PDF, 1MB]

Fenske, Nora; Fahrmeir, Ludwig; Hothorn, Torsten; Rzehak, Peter; Höhle, Michael (2013): Boosting structured additive quantile regression for longitudinal childhood obesity data. In: The International Journal of Biostatistics, Vol. 9, Nr. 1: S. 1-18

Fensterer, Veronika; Küchenhoff, Helmut; Cyrys, Josef; Breitner, Susanne; Schneider, Alexandra; Peters, Annette (2013): Bias Correction in Linear Mixed Models with a deficient Covariate - An Application to Effects of Ultrafine Particles on Human Health. .

Fensterer, Veronika; Küchenhoff, Helmut; Maier, Verena; Pitz, Mike; Cyrys, Josef; Breitner, Susanne; Schneider, Alexandra; Geruschkat, Uta; Peters, Annette (2013): Data-driven flexible modelling approach for the personal exposure to particle number concentration. .

Fink, Paul; Crossman, Richard J. (2013): Entropy based classification trees. Eighth International Symposium on Imprecise Probability: Theories and Applications, 2.-5. Juli 2013, Compiègne.

Gertheiss, Jan; Goldsmith, Jeff; Crainiceanu, Ciprian; Greven, Sonja (2013): Longitudinal Scalar-on-Functions Regression with Application to Tractography Data. In: Biostatistics, Vol. 14, Nr. 3: S. 447-461

Goldsmith, Jeff; Greven, Sonja; Crainiceanu, Ciprian (2013): Corrected Confidence Bands for Functional Data Using Principal Components. In: Biometrics, Vol. 69, Nr. 1: S. 41-51

Goldsmith, Jeff; Scheipl, Fabian (2013): Estimator Selection and Combination in Scalar-on-Function Regression. In: Computational Statistics and Data Analysis, Vol. 70: S. 362-372

Greven, Sonja; Crainiceanu, Ciprian (2013): On Likelihood Ratio Testing for Penalized Splines. In: Advances in Statistical Analysis, Vol. 97, Nr. 4: S. 387-402

Güthlin, Denise; Storch, Ilse; Küchenhoff, Helmut (2013): Landscape variables associated with relative abundance of generalist mesopredators. In: Landscape Ecology, Vol. 28, Nr. 9: S. 1687-1696

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

Heinzl, Felix; Tutz, Gerhard (Februar 2013): Clustering in linear mixed models with approximate Dirichlet process mixtures using EM algorithm. In: Statistical Modelling, Vol. 13, Nr. 1: S. 41-67 [PDF, 555kB]

Heinzl, Felix; Tutz, Gerhard (2013): Clustering in linear mixed models with approximate Dirichlet process mixtures using EM algorithm. In: Statistical Modelling, Vol. 13: S. 41-67

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas (2013): Variable Selection and Model Choice in Structured Survival Models. In: Computational Statistics, Vol. 28, Nr. 3: S. 1079-1101

Häring, Tim; Reger, Birgit; Ewald, Jörg; Hothorn, Torsten; Schröder, Boris (2013): Predicting Ellenberg's Soil Moisture Indicator Value in the Bavarian Alps Using Additive Georegression. In: Applied Vegetation Science, Vol. 16, Nr. 1: S. 110-121

Häring, Tim; Reger, Birgit; Ewald, Jörg; Hothorn, Torsten; Schröder, Boris (2013): Regionalizing Indicator Values for Soil Reaction in the Bavarian Alps-From Averages to Multivariate Spectra. In: Folia Geobotanica: S. 1-21

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

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

Kalus, Stefanie; Sämann, Philipp G.; Fahrmeir, Ludwig (2013): Classification of brain activation vial spatial Bayesian variable selection in fMRI regression. In: Advances in Data Analysis and Classification: S. 1-21

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

Kauermann, Göran; Kuhlenkasper, Torben (2013): Penalized Splines and Multilevel Models. In: Scott, Marc; Simonoff, Jeffrey; Marx, Brian (Hrsg.): Handbook of Multilevel Modelling. Los Angeles: Sage. S. 325-334

Kauermann, Göran; Schellhase, Christian; Ruppert, David (2013): Flexible Copula Density Estimation with Penalized Hierarchical B-Splines. In: Scandinavian Journal of Statistics, Vol. 40, Nr. 4: S. 685-705

Konrath, Susanne; Kneib, Thomas; Fahrmeir, Ludwig (2013): Bayesian smoothing, shrinkage and variable selection in hazard regression. In: Becker, Claudia; Fried, Roland; Kuhnt, Sonja (Hrsg.): Robustness and Complex Data Structures. Festschrift in Honour of Ursula Gather. Berlin: Springer. S. 149-170

Kopf, Julia; Augustin, Thomas; Strobl, Carolin (2013): The potential of Model-based recursive partitioning in the social sciences. Revisiting Ockham's Razor. In: McArdle, John J.; Ritschard, Gilbert (Hrsg.): Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences. New York: Routledge. S. 75-95

Kreuter, Frauke (2013): Discussion. In: Journal of Official Statistics, Vol. 29, Nr. 1: S. 165-169

Kreuter, Frauke (2013): Facing the Nonresponse Challenge. In: The ANNALS of the American Academy of Political and Social Science January, Vol. 645, Nr. 1: S. 23-25

Kreuter, Frauke (2013): Paradata in the Total Survey Error Framework. Improving Surveys with Paradata: Introduction. In: Kreuter, Frauke (Hrsg.): Improving Surveys with Paradata: Analytic Uses of Process Information. New York: Wiley. S. 1-9

Kreuter, Frauke; Müller, Gerrit; Trappmann, Mark (2013): A Note on Mechanisms Leading to Lower Data Quality of Late or Reluctant Respondents. In: Sociological Methods and Research

Kreuter, Frauke; Olson, Kristen (2013): Paradata for Nonresponse Investigation. In: Kreuter, Frauke (Hrsg.): Improving Surveys with Paradata: Analytic Uses of Process Information. New York: Wiley. S. 11-42

Kögler, Monika; Brandstätter, Monika; Borasio, Gian D.; Fensterer, Veronika; Küchenhoff, Helmut; Fegg, Martin J. (2013): Mindfulness in informal caregivers of palliative patients. In: Palliative and Supportive Care: S. 1-8

Lehermeier, Christina; Wimmer, Valentin; Albrecht, Theresa; Auinger, Hans-Jürgen; Gianola, Daniel; Schön, Chris-Carolin; Schmid, Volker J. (2013): Sensitivity to Prior Specification in Bayesian Genome-based Prediction Models. In: Statistical Applications in Genetics and Molecular Biology: S. 1-32

Mahling, Monia; Höhle, Michael; Küchenhoff, Helmut (2013): Determining high-risk zones for unexploded World War II bombs by using point process methodology. In: Journal of the Royal Statistical Society, Vol. 62, Nr. 1: S. 181-199

Mestekemper, Thomas; Kauermann, Göran; Smith, Michael (2013): A Comparison of Periodic Autoregressive and Dynamic Factor Models in Intraday Energy Demand Forecasting. In: International Journal of Forecasting, Vol. 29, Nr. 1: S. 1-12

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Ohlander, Johan; Huber, Stella M.; Schomaker, Michael; Heumann, Christian; Schierl, Rudolf; Michalke, Bernhard; Jenni, Oskar G.; Caflisch, Jon; Muñoz, Daniel M.; von Ehrenstein, Ondine; Radon, Katja (2013): Risk Factors for Mercury Exposure of Children in a Rural Mining Town in Northern Chile.
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Sakshaug, Joseph W.; Tutz, Valerie; Kreuter, Frauke (2013): Factors Affecting Consent to Linkage with Administrative Data. In: Survey Research Methods, Vol. 7, Nr. 2: S. 133-144

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Schmidt, Paul; Schmid, Volker J.; Gaser, Christian; Buch, Dorothea; Bührlen, Susanne; Förschler, Annette; Mühlau, Mark (2013): Fully Bayesian Inference for Structural MRI: Application to Segmentation and Statistical Analysis of T2-Hypointensities.
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Schollmeyer, Georg; Augustin, Thomas (2013): On Sharp Identification Regions for Regression Under Interval Data. Eighth International Symposium on Imprecise Probability: Theories and Applications, 2.-5. Juli 2013, Compiègne.

Seiler, Christian; Heumann, Christian (2013): Microdata imputations and macrodata implications: Evidence from the Ifo Business Survey. In: Economic Modelling, Vol. 35: S. 722-733

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Trendafilov, Nickolay T.; Unkel, Steffen; Krzanowski, Wojtek J. (2013): Exploratory factor and principal component analyses: some new aspects. In: Statistics and Computing, Vol. 23: S. 209-220

Tutz, Gerhard; Gertheiss, Jan (2013): Rating Scales as Predictors - the Old Question of Scale Level and some Answers. In: Psychometrika: S. 1-20

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Tutz, Gerhard; Oelker, Magret-Ruth (2013): Modeling heterogeneity by fixed effects models. 28th International Workshop on Statistical Modelling, 8.-12. Juli 2013, Palermo.

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

Tutz, Gerhard; Schauberger, Gunther (2013): Visualization of Categorical Response Models - from Data Glyphs to Parameter Glyphs. In: Journal of Computational and Graphical Statistics, Vol. 22, Nr. 1: S. 156-177

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

Unkel, Steffen; Trendafilov, Nickolay T. (2013): Zig-zag exploratory factor analysis with more variables than observations. In: Computational Statistics, Vol. 28: S. 107-125

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Valliant, Richard; Dever, Jill; Kreuter, Frauke (2013): Practical Tools for Designing and Weighting Survey Samples. New York: Springer.

Wanka, Eva R.; Bayerstadler, Andreas; Heumann, Christian; Nowak, Dennis; Jörres, Rudolf A.; Fischer, Rainald (2013): Weather and air pollutants have an impact on patients with respiratory diseases and breathing difficulties in Munich, Germany. In: International Journal of Biometeorology: S. 1-14

West, Brady T.; Kreuter, Frauke (2013): Observational Strategies Associated with Increased Accuracy of Interviewer Observations: Evidence from the National Survey of Family Growth. In: Public Opinion Quarterly, Vol. 77, Nr. 2: S. 522-548

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Wolf, Johanna; Gerlach, Nicola; Weber, Karin; Klima, André; Wess, Gerhard (2013): The diagnostic relevance of NT-proBNP and proANP 31-67 measurements in staging of myxomatous mitral valve disease in dogs. In: Veterinary Clinical Pathology, Vol. 42, Nr. 2: S. 196-206

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Zahid, Faisal M.; Ramzan, Shalah; Heumann, Christian (2013): Regularized proportional odds models. In: Journal of Statistical Computation and Simulation: S. 1-18

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Zahid, Faisal M.; Tutz, Gerhard (2013): Ridge Estimation for Multinomial Logit Models with Symmetric Side Constraints. In: Computational Statistics, Vol. 28, Nr. 3: S. 1017-1034

Ziegler, Nina; Bergmann, Shana; Hübel, Jens; Bartels, Thomas; Schumacher, Christoph; Bender, Andreas; Casalicchio, Giuseppe; Küchenhoff, Helmut; Krautwald-Junghanns, Maria; Erhard, Michael (2013): In: Berl. Münch. Tierärztl. Wschr., Vol. 8, Nr. 181-188: S. 181-188

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Baumert, Jens; Karakas, Mahir; Greven, Sonja; Rückerl, Regina; Peters, Annette; Koenig, Wolfgang (2012): Variability of fibrinogen measurements in post-myocardial infarction patients: Results from the AIRGENE study center Augsburg. In: Thrombosis and Haemostasis, Vol. 107, Nr. 5: S. 895-902

Cattaneo, Marco E.G.V.; Wiencierz, Andrea (2012): Likelihood-based Imprecise Regression. In: International Journal of Approximate Reasoning, Vol. 53, Nr. 8: S. 1137-1154

Copley, Susan J.; Giannarou, Stamatia; Schmid, Volker J.; Hansell, David M.; Wells, Athol U.; Yang, Guang-Zhong (2012): Effect of Aging on Lung Structure In Vivo: Assessment With Densitometric and Fractal Analysis of High-resolution Computed Tomography Data. In: Journal of thoracic imaging, Vol. 27, Nr. 6: S. 366-371

Dorner, Matthias; Drechsler, Jörg; Jacobebbinghaus, Peter (2012): Generating Useful Test Data for Complex Linked Employer-Employee Datasets. In: Domingo-Ferrer, Josep; Tinnirello, Ilenia (Hrsg.): Privacy in Statistical Databases. UNESCO Chair in Data Privacy International Conference, PSD 2012 Palermo, Italy, September 26-28, 2012 Proceedings. Berlin: Springer. S. 165-178

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Drechsler, Jörg (2012): New Data Dissemination Approaches in Old Europe - Synthetic Datasets for a German Establishment Survey. In: Journal of Applied Statistics, Vol. 39: S. 243-265

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Eckman, Stephanie; English, Ned (2012): Creating housing unit frames from address databases: geocoding precision and net coverage rates. In: Field Methods, Vol. 24, Nr. 4: S. 399-408

Eugster, Manuel J.A.; Hothorn, Torsten; Leisch, Friedrich (2012): Domain-based benchmark experiments: Exploratory and inferential analysis. In: Austrian Journal of Statistics, Vol. 41, Nr. 1: S. 5-26

Ferrari, Uta; Exner, Teresa; Wanka, Eva R.; Bergemann, Christoph; Meyer-Arnek, Julian; Hildenbrand, Beate; Tufman, Amanda; Heumann, Christian; Huber, Rudof M.; Bittner, Michael; Fischer, Rainald (2012): Influence of air pressure, humidity, solar radiation, temperature and wind speed on ambulatory visits due to chronic obstructive pulmonary disease in Bavaria, Germany. In: International Journal of Biometeorology, Vol. 56, Nr. 1: S. 137-143

Gertheiss, Jan; Tutz, Gerhard (2012): Regularization and Model Selection with Categorial Effect Modifiers. In: Statistica Sinica, Vol. 22: S. 957-982

Groll, Andreas; Tutz, Gerhard (2012): Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting. In: Methods of Information in Medicine, Vol. 51: S. 168-77

Groll, Andreas; Tutz, Gerhard (2012): Variable Selection for Generalized Linear Mixed Models by $L_1$-Penalized Estimation. In: Statistics and Computing: S. 1-18

Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt (2012): Recursive partitioning on incomplete data using surrogate decisions and multiple imputation. In: Computational Statistics & Data Analysis, Vol. 56, Nr. 6: S. 1552-1565

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

Heinzl, Felix; Tutz, Gerhard (2012): Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm. 27th International Workshop on Statistical Modelling, 16.-20. Juli 2012, Prag.

Herberich, Esther; Hothorn, Torsten (2012): Dunnett-type inference in the frailty Cox model with covariates. In: Statistics in Medicine, Vol. 31, Nr. 1: S. 45-55

Heurich, Marco; Möst, Lisa; Schauberger, Gunther; Reulen, Holger; Sustr, Pavel; Hothorn, Torsten (2012): Survival and causes of death of European Roe Deer before and after Eurasian Lynx reintroduction in the Bavarian Forest National Park. In: European Journal of Wildlife Research, Vol. 58, Nr. 3: S. 567-578

Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias (2012): Model-based boosting in R: a hands-on tutorial using the R package mboost. In: Computational Statistics: S. 1-33

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Kalus, Stefanie (2012): Biostatistical Modeling and Analysis of Combined fMRI and EEG Measurements. München: Dr. Hut Verlag.

Kauermann, Göran; Haupt, Harry; Kaufmann, Nadeshda (2012): A Hitchhiker's View on Spatial Statistics and Spatial Econometrics for Lattice Data. In: Statistical Modelling, Vol. 12, Nr. 5: S. 419-440

Kauermann, Göran; Meestekemper, Thomas (2012): A short note on quantifying and visualizing yearly variation in online monitored temperature data. In: Statistical Modelling: An International Journal, Vol. 12: S. 195-209

Kauermann, Göran; Teuber, Timo; Flaschel, Peter (2012): Exploring US Business Cycles with Bivariate Loops using Penalized Spline Regression. In: Computational Economics, Vol. 39: S. 409-427

Kauermann, Göran; Westerheide, Nina (2012): To move or not to move to find a new job - Spatial Duration Time Model with Dynamic Covariate Effects. In: Journal of Applied Statistics, Vol. 39, Nr. 5: S. 995-1009

Kellberger, Jessica; Dressel, Holger; Vogelberg, Christian; Leupold, Wolfgang; Windstetter, Doris; Weinmayr, Gudrun; Genuneit, Jon; Heumann, Christian; Nowak, Dennis; Mutius, Erika von; Radon, Katja (2012): Prediction of the incidence and persistence of allergic rhinitis in adolescence: A prospective cohort study. In: Journal of Allergy and Clinical Immunology, Vol. 129, Nr. 2: S. 397-402

Klima, André; Küchenhoff, Helmut; Thurner, Paul W. (2012): Effects of different spatial modelling: Ruralisation of the NSDAP in the Weimar Republic? 27th International Workshop on Statistical Modelling, 16.-20. Juli 2012, Prag.

Kohler, Ulrich; Kreuter, Frauke (2012): Data Analysis Using Stata. 3 ed.. College Station, Texas: Stata Press.

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Komlos, John; Küchenhoff, Helmut (2012): The diminution of the physical stature of the English male population in the eighteenth century. In: Cliometrica, Vol. 6, Nr. 1: S. 45-62

Kuppinger, David; Hartl, Wolfgang H.; Bertok, Martin; Hoffmann, M.; Cederbaum, Jona; Küchenhoff, Helmut; Jauch, Karl-Walter; Rittler, Peter (2012): Nutritional screening for risk prediction in patients scheduled for abdominal operations. In: British Journal of Surgery, Vol. 99, Nr. 5: S. 728-737

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Markaki, Yolanda; Smeets, Daniel; Fiedler, Susanne; Schmid, Volker J.; Schermelleh, Lothar; Cremer, Thomas; Cremer, Marion (2012): The potential of 3D-FISH and super-resolution structured illumination microscopy for studies of 3D nuclear architecture. In: BioEssays, Vol. 34, Nr. 5: S. 412-426

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Mayr, Andreas; Hothorn, Torsten; Fenske, Nora (2012): Prediction intervals for future BMI values of individual children - A non-parametric approach by quantile boosting. In: BMC Medical Research Methodology, Vol. 12: S. 6

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Mittnik, Stefan; Landes, Markus; Reiter, Joseph; Stucke, Rüdiger (2012): Realistische versus regulatorische Bewertung von Beteiligungsrisiken in Solvency II. In: Absolut report, Vol. 4: S. 44-53

Mittnik, Stefan; Semmler, Willi (2012): Regime dependence of the fiscal multiplier. In: Journal of Economic Behavior & Organization, Vol. 83: S. 502-522

Mohajer, Mojgan; Schmid, Volker J.; Engels, Nina A.; Noel, Peter B.; Rummeny, Ernst; Englmeier, Karl H. (2012): Stepwise heterogeneity analysis of breast tumors in perfusion DCE-MRI datasets. In: Molthen, Robert C.; Weaver, John B. (Hrsg.): Medical Imaging 2012: Biomedical Applications in Molecular, Structural and Functional Imaging. Proceedings SPIE, Bd. 8317. 83171K

Monecke, Armin; Leisch, Friedrich (2012): semPLS: Structural Equation Modeling Using Partial Least Squares. In: Journal of Statistical Software, Vol. 48: S. 1-32

Müller, Jörg; Mehr, Milenka; Bässler, Claus; Fenton, M. Brock; Hothorn, Torsten; Pretzsch, Hans; Klemmt, Hans-Joachim; Brandl, Roland (2012): Aggregative response in bats: Prey abundance versus habitat. In: Oecologia, Vol. 169, Nr. 3: S. 673-684

Oelker, Magret-Ruth; Gertheiss, Jan; Tutz, Gerhard (2012): Categorial effect modifiers in generalized linear models. 20th International Conference on COMPUTATIONAL STATISTICS (COMPSTAT 2012), 27.-31. August 2012, Limassol.

Petry, Sebastian; Tutz, Gerhard (2012): Shrinkage and Variable Selection by Polytopes. In: Journal of Statistical Planning and Inference, Vol. 142: S. 48-64

Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten (2012): Boosting techniques for nonlinear time series models. In: AStA Advances in Statistical Analysis, Vol. 96, Nr. 1: S. 99-122

Rueff, Franziska; Przybilla, Bernhard; Walker, Annett; Gmeiner, Jennifer; Kramer, Matthias; Sabanés Bové, Daniel; Küchenhoff, Helmut; Herzinger, Thomas (2012): Sensitization to Common Ragweed in Southern Bavaria: Clinical and Geographical Risk Factors in Atopic Patients. In: International Archives of Allergy and Immunology, Vol. 159, Nr. 1: S. 65-74

Rödel, Claus; Liersch, Torsten; Becker, Heinz; Fietkau, Rainer; Hohenberger, Werner; Hothorn, Torsten; Graeven, Ullrich; Arnold, Dirk; Lang-Welzenbach, Marga; Raab, Hans-Rudolf; Sülberg, Heiko; Wittekind, Christian; Potapov, Sergej; Staib, Ludger; Hess, Clemens; Weigang-Köhler, Karin; Grabenbauer, Gerhard G.; Hoffmanns, Hans; Lindemann, Fritz; Schlenska-Lange, A.; Folprecht, Gunnar; Sauer, Rolf (2012): Preoperative chemoradiotherapy and postoperative chemotherapy with fluorouracil and oxaliplatin versus fluorouracil alone in locally advanced rectal cancer: Initial results of the German CAO/ARO/AIO-04 randomised phase 3 trial. In: The Lancet Oncology, Vol. 13, Nr. 7: S. 679-687

Rüttinger, Dominik; Kuppinger, David; Hölzwimmer, Manuela; Zander, Sabrina; Vilsmaier, Markus; Küchenhoff, Helmut; Jauch, Karl-Walter; Hartl, Wolfgang H. (2012): Acute prognosis of critically ill patients with secondary peritonitis: the impact of the number of surgical revisions, and of the duration of surgical therapy. In: American Journal of Surgery, Vol. 204, Nr. 1: S. 28-36

Sakshaug, Joseph W.; Couper, Mick P.; Ofstedal, Mary B.; Weir, David (2012): Linking Survey and Administrative Records: Mechanisms of Consent. In: Sociological Methods and Research, Vol. 41, Nr. 4: S. 535-569

Sakshaug, Joseph W.; Kreuter, Frauke (2012): Assessing the Magnitude of Non-Consent Biases in Linked Survey and Administrative Data. In: Survey Research Methods, Vol. 6, Nr. 2: S. 113-122

Schauberger, Gunther; Tutz, Gerhard (2012): Effect Stars for Categorical Response Models. 27th International Workshop on Statistical Modelling, 16.-20. Juli 2012, Prag.

Scheipl, Fabian; Fahrmeir, Ludwig; Kneib, Thomas (2012): Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models. In: Journal of the American Statistical Association, Vol. 107, Nr. 500: S. 1518-1532

Schellhase, Christian; Kauermann, Göran (2012): Density Estimation and Comparison with a Penalized Mixture Approach. In: Computational Statistics, Vol. 27, Nr. 4: S. 757-777

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Sprauer, Stefanie; Döring, Dorothea; Herb, Ingird; Küchenhoff, Helmut; Erhard, Michael H. (2012): Behaviour therapy in the practice management of a veterinary practice. Survey among practicing veterinarians and veterinarians specialized in behaviour therapy. In: Tierärztliche Praxis Ausgabe Kleintiere Heimtiere, Vol. 40, Nr. 2: S. 79-86

Tourangeau, Roger; Kreuter, Frauke; Eckman, Stephanie (2012): Motivated Underreporting in Screening Interviews. In: Public Opinion Quarterly, Vol. 76, Nr. 3: S. 453-469

Tutz, Gerhard (2012): Regression for Categorical Data. Cambridge: Cambridge University Press.

Tutz, Gerhard; Petry, Sebastian (2012): Nonparametric Estimation of the Link Function Including Variable Selection. In: Statistics and Computing, Vol. 21: S. 545-561

Tutz, Gerhard; Pößnecker, Wolfgang (2012): Variable Selection for the Multinomial Logit Model. 27th International Workshop on Statistical Modelling, 16.-20. Juli 2012, Prag.

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

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

Wiencierz, Andrea; Cattaneo, Marco E. G. V. (2012): An Exact Algorithm for Likelihood-Based Imprecise Regression in the Case of Simple Linear Regression with Interval Data. In: Kruse, Rudolf; Berthold, Michael R.; Moewes, Christian; Gil, María Ángeles; Grzegorzewski, Przemyslaw; Hryniewicz, Olgierd (Hrsg.): Synergies of Soft Computing and Statistics for Intelligent Data Analysis. Berlin: Springer. S. 293-301

Wolf, Johanna; Gerlach, Nicola; Weber, Karin; Klima, André; Wess, Gerhard (2012): Lowered N-terminal pro-B-type natriuretic peptide levels in response to treatment predict survival in dogs with symptomatic mitral valve disease. In: Journal of Veterinary Cardiology, Vol. 14: S. 399-408

Yan, Ting; Kreuter, Frauke; Tourangeau, Roger (2012): Evaluating Survey Questions: A Comparison of Methods. In: Journal of Official Statistics, Vol. 28, Nr. 4: S. 503-529

Yan, Ting; Kreuter, Frauke; Tourangeau, Roger (2012): Latent Class Analysis of Response Inconsistencies Across Modes of Data Collection. In: Social Science Research, Vol. 41, Nr. 5: S. 1017-1027

Zahid, Faisal M.; Heumann, Christian (2012): Response shrinkage estimation in multinomial logit models. In: Journal of Statistical Planning and Inference, Vol. 142, Nr. 1: S. 95-109

2011

Fischer, Daniel; Bonß, Wolfgang; Augustin, Thomas; Bader, Felix; Pichlbauer, Michaela; Vogl, Dominikus (Hrsg.) (2011): Uneindeutigkeit als Herausforderung. Risikokalkulation, Amtliche Statistik und die Modellierung des Sozialen. 1. Neubiberg: Universität der Bundeswehr München.

Adebayo, Samson B.; Fahrmeir, Ludwig; Seiler, Christian; Heumann, Christian (2011): Geoadditive Latent Variable Modeling of Count Data on Multiple Sexual Partnering in Nigeria. In: Biometrics, Vol. 67, Nr. 2: S. 620-628

Ahrens, Frank; Platz, Siegfried; Link, Christopher; Mahling, Monia; Meyer, Heinrich H.; Erhard, Michael H. (2011): Changes in hoof health and animal hygiene in a dairy herd after covering concrete slatted floor with slatted rubber mats: A case study. In: Journal of Dairy Science, Vol. 94, Nr. 5: S. 2341-2350

Antonucci, Alessandro; Cattaneo, Marco E.G.V.; Corani, Giorgio (2011): Likelihood-Based Naive Credal Classifier. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Augustin, Thomas; Cattaneo, Marco E. G. V. (2011): Foundations of Probability. In: Lovric, Miodrag (Hrsg.): International Encyclopedia of Statistical Science. Berlin: Springer. S. 542-544

Baker, Rebecca; Coolen-Schrijner, Pauline; Coolen, Frank P.A.; Augustin, Thomas (2011): Nonparametric predictive inference for subcategory data. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Blom, Annelies; Kreuter, Frauke (2011): Preface. In: Journal of Official Statistics, Vol. 27, Nr. 2: S. 151-152

Brüske, Irene; Hampel, Regina; Baumgärtner, Zita.; Rückerl, Regina; Greven, Sonja; Koenig, Wolfgang; Peters, Annette; Schneider, Alexandra (2011): Ambient Air Pollution and Lipoprotein-Associated Phospholipase A2 in Survivors of Myocardial Infarction. In: Environmental Health Perspectives, Vol. 119, Nr. 7: S. 921-926

Cattaneo, Marco E.G.V. (2011): Belief functions combination without the assumption of independence of the information sources. In: International Journal of Approximate Reasoning, Vol. 52, Nr. 3: S. 299-315

Cattaneo, Marco E.G.V.; Wiencierz, Andrea (2011): Regression with Imprecise Data: A Robust Approach. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Coolen, Frank P. A.; Troffaes, Matthias C. M.; Augustin, Thomas (2011): Imprecise Probabilities. In: Lovric, Miodrag (Hrsg.): International Encyclopedia of Statistical Sciences. Berlin: Springer. S. 645-648

Crossman, Richard J.; Abellan, Joaqín; Augustin, Thomas; Coolen, Frank P.A. (2011): Building Imprecise Classification Trees With Entropy Ranges. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Dolnicar, Sara; Grün, Bettina; Leisch, Friedrich (2011): Quick, simple and reliable: Forced binary survey questions. In: International Journal of Market Research, Vol. 53, Nr. 2: S. 233-254

Eckman, Stephanie; Kreuter, Frauke (2011): Confirmation bias in housing unit listing. In: Public Opinion Quarterly, Vol. 75, Nr. 1: S. 139-150

Eugster, Manuel J. A.; Knaus, Jochen; Porzelius, Christine; Schmidberger, Markus; Vicedo, E. (2011): Hands-on Tutorial for Parallel Computing with R. In: Computational Statistics, Vol. 26, Nr. 2: S. 219-239

Eugster, Manuel J.A.; Gertheiss, Jan; Kaiser, Sebastian (2011): Having the Second Leg At Home - Advantage in the UEFA Champions League Knockout Phase? In: Journal of Quantitative Analysis in Sports, Vol. 7, Nr. 1

Eugster, Manuel J.A.; Leisch, Friedrich (2011): Exploratory Analysis of Benchmark Experiments. In: Computational Statistics, Vol. 26, Nr. 4: S. 699-710

Eugster, Manuel J.A.; Leisch, Friedrich (2011): Weighted and Robust Archetypal Analysis. In: Computational Statistics and Data Analysis, Vol. 55, Nr. 3: S. 1215-1225

Fenske, Nora; Kneib, Thomas; Hothorn, Torsten (2011): Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression. In: Journal of the American Statistical Association, Vol. 106, Nr. 494: S. 494-510

Gertheiss, Jan; Hogger, Sarah; Oberhauser, Cornelia; Tutz, Gerhard (2011): Selection of Ordinally Scaled Independent Variables with Applications to International Classification of Functioning Core Sets. In: Journal of the Royal Statistical Society: Series C, Vol. 60: S. 377-396

Greven, Sonja; Dominici, Francesca; Zeger, Scott (2011): An Approach to the Estimation of Chronic Air Pollution Effects Using Spatio-Temporal Information. In: Journal of the American Statistical Association, Vol. 106, Nr. 494: S. 396-406

Güthlin, Denise; Knauer, Felix; Kneib, Thomas; Küchenhoff, Helmut; Kaczensky, Petra; Rauer, Georg; Jonozovic, Marko; Mustoni, Andrea; Jerina, Klemen (2011): Estimating habitat suitability and potential population size for brown bears in the eastern alps. In: Biological Conservation, Vol. 144, Nr. 5: S. 1733-1741

Heinrich, Sabine; Thomas, Silke; Heumann, Christian; von Kries, Rüdiger; Radon, Katja (2011): The impact of exposure to radio frequency electromagnetic fields on chronic well-being in young people - A cross-sectional study based on personal dosimetry. In: Environment International, Vol. 37, Nr. 1: S. 26-30

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas; Schmid, Matthias (2011): A framework for unbiased model selection based on boosting. In: Journal of Computational and Graphical Statistics, Vol. 20, Nr. 4: S. 956-971

Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang H.; Küchenhoff, Helmut (2011): Building cox-type structured hazard regression models with time-varying effects. In: Statistical Modelling, Vol. 11, Nr. 1: S. 3-24

Hothorn, Torsten; Leisch, Friedrich (2011): Case studies in reproducibility. In: Briefings in Bioinformatics, Vol. 12, Nr. 3: S. 288-300

Hothorn, Torsten; Müller, Jörg; Schröder, Boris; Kneib, Thomas; Brandl, Roland (2011): Decomposing environmental, spatial, and spatiotemporal components of species distributions. In: Ecological Monographs, Vol. 81, Nr. 2: S. 329-347

Höhle, Michael; Siedler, Anette; Ludwig, Maik; Bader, Hans-Martin; Heininger, Ulrich; von Kries, Rüdiger (2011): Assessment of varicella vaccine effectiveness in Germany: A time series approach. In: Epidemiology and Infection, Vol. 139, Nr. 11: S. 1710-1719

Kneib, Thomas; Fahrmeir, Ludwig (2011): A Space-Time Study on Forest Health. In: Chandler, Richard; Scott, Marian (Hrsg.): Statistical Methods for Trend Detection and Analysis in the Environmental Sciences. Hoboken: Wiley & Sons. S. 333-358

Kneib, Thomas; Knauer, Felix; Küchenhoff, Helmut (2011): A general approach to the analysis of habitat selection. In: Environmental And Ecological Statistics, Vol. 18, Nr. 1: S. 1-25

Kneib, Thomas; Konrath, Susanne; Fahrmeir, Ludwig (2011): High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance. In: Journal of the Royal Statistical Society: Series C (Applied Statistics), Vol. 60, Nr. 1: S. 51-70

Kreuter, Frauke (2011): Response 1 to Biemer and Berzofsky's chapter: Some issues in the application of latent class models for questionnaire design. In: Madans, Jennifer; Miller, Kristen; Maitland, Aaron; Willis, Gordon (Hrsg.): Question evaluation methods: Contributing to the Science of Data Quality. Chichester: Wiley. S. 187-197

Kreuter, Frauke; McCullock, Susan; Presser, Stanley; Tourangeau, Roger (2011): The effects of asking filter questions in interleafed versus grouped format. In: Sociological Methods and Research, Vol. 40, Nr. 1: S. 88-104

Kreuter, Frauke; Olson, Kristen (2011): Multiple auxiliary variables in nonresponse adjustment. In: Sociological Methods and Research, Vol. 40, Nr. 2: S. 311-332

Küchenhoff, Helmut; Augustin, Thomas; Kunz, Anne (2011): Partially identified prevalence estimation under misclassification using the Kappa coefficient. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Leisch, Friedrich; Eugster, Manuel J.A.; Hothorn, Torsten (2011): Executable Papers for the R Community: The Rsquared Platform for Reproducible Research. In: Procedia Computer Science, Vol. 4: S. 618-626

Leitenstorfer, Florian; Tutz, Gerhard (2011): Estimation of Single-Index Models Based on Boosting Techniques. In: Statistical Modelling, Vol. 11: S. 203-217

Mahaki, Behzad; Mehrabi, Vadollah; Kavousi, Amir; Akbari, Mohammed E.; Waldhoer, Thomas; Schmid, Volker J.; Yaseri, Mehdi (2011): Multivariate Disease Mapping of Seven Prevalent Cancers in Iran using a Shared Component Model. In: Asian Pacific Journal of Cancer Prevention, Vol. 12, Nr. 9: S. 2353-2358

Maierhofer, Sarah; Alamzán-Isla, Javier; Alcalde-Cabero, Enrique; de Pedro-Cuesta, Jesús (2011): Prevalence and Features of IFC-disability in Spain as captured by 2008 National Disability Survey. In: BMC Public Health, Vol. 11, Nr. 1: S. 897

Mellert, Karl H.; Fensterer, Veronika; Küchenhoff, Helmut; Reger, Birgit; Kölling, Christian; Klemmt, Hans-Joachim; Ewald, Jörg (2011): Hypothesis-driven species distribution models for tree species in the Bavarian Alps. In: Journal of Vegetation Science, Vol. 22, Nr. 4: S. 635-646

Meyer-Kayser, Elisabeth; Hoffmann, Lothar; Silaghi, Cornelia; Passos, Lygia; Mahling, Monia; Pfister, Kurt (2011): Zeckenbefall bei Füchsen in Thüringen unter besonderer Berücksichtigung von Füchsen mit Räude. In: Wiener Tierärztliche Monatsschrift, Vol. 98: S. 292-296

Mohajer, Mojgan; Schmid, Volker J.; Braren, Rickmer; Noel, Peter B.; Englmeier, Karl H. (2011): How Heterogeneous is the Liver? A Cluster Analyse of DCE-MRI Time Series. In: NSS-MIC: S. 2483-2487

Möller, Teresa; Dolnicar, Sara; Leisch, Friedrich (2011): The sustainability-profitability trade-off in tourism: Can it be overcome? In: Journal of Sustainable Tourism, Vol. 19, Nr. 2: S. 155-169

Pyrka, Patricia; Wimmer, Valentin; Fenske, Nora; Fahrmeir, Ludwig; Schwirtz, Ansgar (2011): Factor Analysis in Performance Diagnostic Data of Competitive Ski Jumpers and Nordic Combined Athletes 2004-2008. In: Journal of Quantitative Analysis in Sports, Vol. 7, Nr. 3

Ronning, Gerd; Schneeweiß, Hans (2011): Panel regression with multiplicative measurement errors. In: Economics Letters, Vol. 110: S. 136-139

Sakshaug, Joseph W.; Kreuter, Frauke (2011): Using paradata and other auxiliary data to examine mode switch nonresponse in a "recruit-and-switch" telephone survey. In: Journal of Official Statistics, Vol. 27, Nr. 2: S. 339-357

Scheipl, Fabian (2011): Bayesian Regularization and Model Choice in Structured Additive Regression. München: Dr. Hut Verlag.

Scheipl, Fabian (2011): spikeSlabGAM: Bayesian Variable Selection, Model Choice and Regularization for Generalized Additive Mixed Models in R. In: Journal of Statistical Software, Vol. 43, Nr. 14: S. 1-24

Schmid, Matthias; Hielscher, Thomas; Augustin, Thomas; Gefeller, Olaf (2011): A robust alternative to the Schemper-Henderson measure of prediction error. In: Biometrics, Vol. 67, Nr. 2: S. 524-535

Schmid, Matthias; Hothorn, Torsten; Maloney, Kelly O.; Weller, D.; Potapov, Sergej (2011): Geoadditive regression modeling of stream biological condition. In: Environmental and Ecological Statistics, Vol. 18, Nr. 4: S. 709-733

Schmid, Volker J. (2011): Voxel based adaptive spatio-temporal modelling of perfusion cardiovascular MRI. In: IEEE Transactions on Medical Imaging, Vol. 30, Nr. 7: S. 1305-1313

Schneeweiß, Hans (2011): Statistik von gestern bis heute. In: DAGStat Bulletin, Vol. 7: S. 5-6

Schomaker, Michael; Heumann, Christian (2011): Model Averaging in Factor Analysis: An Analysis of Olympic Decathlon Data. In: Journal of Quantitative Analysis in Sports, Vol. 7, Nr. 1

Schorn, Sabine; Pfister, Kurt; Reulen, Holger; Mahling, Monia; Manitz, Juliane; Thiel, Claudia; Silaghi, Cornelia (2011): Prevalence of Anaplasma phagocytophilum in Ixodes ricinus in Bavarian public parks, Germany. In: Ticks and Tick-Borne Diseases, Vol. 2, Nr. 4: S. 196-203

Schorn, Sabine; Pfister, Kurt; Reulen, Holger; Mahling, Monia; Silaghi, Cornelia (2011): Occurrence of Babesia spp. and Rickettsia spp. and Bartonella spp. in Ixodes ricinus in Bavarian public parks, Germany. In: Parasites & Vectors, Vol. 4, Nr. 1: S. 135

Schulze, Anja; Rommelt, Horst; Ehrenstein, Vera; van Strien, Rob; Praml, Georg; Küchenhoff, Helmut; Nowak, Dennis; Radon, Katja (2011): Effects on pulmonary health of neighboring residents of concentrated animal feeding operations: Exposure assessed using optimized estimation technique. In: Archives of Environmental & Occupational Health, Vol. 66, Nr. 3: S. 146-154

Seiler, Doris M.; Rouquette, Jacques; Schmid, Volker J.; Strickfaden, Hilmar; Ottmanna, Christian; Drexler, Guido A.; Mazurek, Belinda; Greubel, Christoph; Hable, Volker; Dollinger, Günther; Cremer, Thomas; Friedl, Anna A. (2011): Double-strand break-induced transcriptional silencing is associated with loss of tri-methylation at H3K4. In: Chromosome Research, Vol. 19, Nr. 7: S. 883-899

Staubach, Christoph; Hoffmann, Lothar; Schmid, Volker J.; Ziller, Mario; Tackmann, Kirsten; Conraths, Franz J. (2011): Bayesian space-time analysis of Echinococcus multilocularis-infections in foxes. In: Veterinary Parasitology, Vol. 179, Nr. 1-3: S. 77-83

Strobl, Carolin; Wickelmaier, Florian; Zeileis, Achim (2011): Accounting for individual differences in Bradley-Terry models by means of recursive partitioning. In: Journal of Educational and Behavioral Statistics, Vol. 36, Nr. 2: S. 135-153

Svejdar, Viola; Küchenhoff, Helmut; Fahrmeir, Ludwig; Wassermann, Joachim (2011): External forcing of earthquake swarms at Alpine regions: example from a seismic meteorological network at Mt. Hochstaufen SE-Bavaria. In: Nonlinear Processes In Geophysics, Vol. 18, Nr. 6: S. 849-860

Tabelow, Karsten; Clayden, Jonathan; Lafaye de Micheaux, Pierre; Polzehl, Jörg; Schmid, Volker J.; Whitcher, Brandon (2011): Image Analysis and Statistical Inference in Neuroimaging with R. In: NeuroImaging, Vol. 55, Nr. 4: S. 1686-1693

Tutz, Gerhard (2011): Poisson Regression. In: Lovric, Miodrag (Hrsg.): International Encyclopedia of Statistical Sciences. Berlin: Springer. S. 1075-1077

Walter, Gero; Augustin, Thomas; Coolen, Frank P.A. (2011): On Prior-Data Conflict in Predictive Bernoulli Inferences. Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck.

Wess, Gerhard; Butz, Verena; Mahling, Monia; Hartmann, Katrin (2011): Evaluation of N-terminal pro-B-type natriuretic peptide as a diagnostic marker of various stages of cardiomyopathy in Doberman Pinschers. In: American Journal of Veterinary Research, Vol. 72, Nr. 5: S. 642-649

West, Brady T.; Kreuter, Frauke (2011): Observational strategies associated with increased accuracy on interviewer observations - evidence from the National Survey of Family Growth. .

Whitcher, Brandon; Schmid, Volker J. (2011): Quantitative Analysis of Dynamic Contrast-Enhanced and Diffusion-Weighted Magnetic Resonance Imaging for Oncology in R. In: Journal of Statistical Software, Vol. 44, Nr. 5

Whitcher, Brandon; Schmid, Volker J.; Collins, David J.; Orton, Matthew R.; Koh, Dow-Mu; Diaz de Corcuera, Isabela; Parera, Marta; del Campo, Josep M.; deSouza, Nadita M.; Leach, Martin; Harrington, Kevin; El-Hariry, Iman A. (2011): A Bayesian Hierarchical Model for Dynamic Contrast-Enhanced MRI: A Phase II Study in Advanced Squamous Cell Carcinoma of the Head and Neck. In: Magnetic Resonance Materials in Physics, Biology and Medicine, Vol. 24, Nr. 2: S. 85-96

Whitcher, Brandon; Schmid, Volker J.; Thornton, Andrew (2011): Working with the DICOM and NIfTI Data Standards in R. In: Journal of Statistical Software, Vol. 44, Nr. 6

Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut (2011): Restricted likelihood ratio testing in linear mixed models with general error covariance structure. In: Electronic Journal of Statistics, Vol. 5: S. 1718-1734

Wilbert-Lampen, Ute; Nickel, Thomas; Scheipl, Fabian; Greven, Sonja; Küchenhoff, Helmut; Kääb, Stefan; Steinbeck, Gerhard (2011): Mortality due to myocardial infarction in the bavarian population during world cup soccer 2006. In: Clinical Research in Cardiology, Vol. 100, Nr. 9: S. 731-736

Wimmer, Valentin; Fenske, Nora; Pyrka, Patricia; Fahrmeir, Ludwig (2011): Exploring competition performance in decathlon using semi-parametric latent factor models. In: Journal of Quantitative Analysis in Sports, Vol. 7, Nr. 4

2010

Kneib, Thomas; Tutz, Gerhard (Hrsg.) (2010): Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Berlin; Heidelberg u.a.: Physica-Verlag.

Augustin, Thomas; Coolen, Frank P.A.; Troffaes, Matthias C.M.; Moral, Serafín (2010): Special issue on imprecise probability in statistical inference and decision making. In: International Journal of Approximate Reasoning, Vol. 51, Nr. 9: S. 1011-1172

Augustin, Thomas; Hable, Robert (2010): On the impact of robust statistics on imprecise probability models: A review. In: Structural Safety, Vol. 32, Nr. 6: S. 58-365

Becher, Anne M.; Mahling, Monia; Nielsen, Martin K.; Pfister, Kurt (2010): Selective anthelmintic therapy of horses in the federal states of Bavaria (Germany) and Salzburg (Austria): An investigation into strongyle egg shedding consistency. In: Veterinary Parasitology, Vol. 171, Nr. 1-2: S. 116-122

Bretz, Frank; Hothorn, Torsten; Westfall, Peter (2010): Multiple Comparisons Using R. Boca Raton: CRC Press.

Buch, Claudia M.; Yener, Serkan (2010): Consumption volatility and financial openness. In: Applied Economics, Vol. 42, Nr. 28: S. 3635-3649

Bässler, Claus; Müller, Jörg; Hothorn, Torsten; Kneib, Thomas; Badeck, Frank; Dziock, Frank (2010): Estimation of the extinction risk for high-montane species as a consequence of global warming and assessment of their suitability as cross-taxon indicators. In: Ecological Indicators, Vol. 10, Nr. 2: S. 341-352

Bühlmann, Peter; Hothorn, Torsten (2010): Twin boosting. In: Statistics and Computing, Vol. 20, Nr. 2: S. 119-138

Cattaneo, Marco E.G.V. (2010): Likelihood-based inference for probabilistic graphical models: Some preliminary results. Fifth European Workshop on Probabilistic Graphical Models, 13.-15. September 2010, Helsinki.

Cattaneo, Marco E.G.V. (2010): Probabilistic-possibilistic belief networks. Vanguard Scientific Instruments in Management 2009, 1.-6. September 2009, Radva.

Dolnicar, Sara; Leisch, Friedrich (2010): Evaluation of structure and reproducibility of cluster solutions using the bootstrap. In: Marketing Letters, Vol. 21, Nr. 1: S. 83-101

Dugas-Breit, Susanne; Przybilla, Bernhard; Dugas, Martin; Arnold, A.; Pfundstein, Georg; Küchenhoff, Helmut; Rueff, Franziska (2010): Serum concentration of baseline mast cell tryptase: Evidence for a decline during long-term immunotherapy for hymenoptera venom allergy. In: Clinical and Experimental Allergy, Vol. 40, Nr. 4: S. 643-649

Eugster, Manuel J.A.; Leisch, Friedrich (2010): Weighted and robust archetypal analysis. In: Computational Statistics & Data Analysis, Vol. 55, Nr. 3: S. 1215-1225

Fahrmeir, Ludwig; Kneib, Thomas; Konrath, Susanne (2010): Bayesian regularisation in structured additive regression: A unifying perspective on shrinkage, smoothing and predictor selection. In: Statistics and Computing, Vol. 20, Nr. 2: S. 203-219

Gahlert, Michael; Röhling, Stefan; Wieland, Marco; Eichhorn, Stefan; Küchenhoff, Helmut; Kniha, Heinz (2010): A comparison study of the osseointegration of zirconia and titanium dental implants. A biomechanical evaluation in the maxilla of pigs. In: Clinical Implant Dentistry and Related Research, Vol. 12, Nr. 4: S. 297-305

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

Gertheiss, Jan; Tutz, Gerhard (2010): Sparse modeling of categorial explanatory variables. In: The Annals of Applied Statistics, Vol. 4: S. 2150-2180

Greven, Sonja; Crainiceanu, Ciprian; Caffo, Brian S.; Reich, Daniel S. (2010): Longitudinal functional principal component analysis. In: Electronic Journal of Statistics, Vol. 4: S. 1022-1054

Greven, Sonja; Kneib, Thomas (2010): On the behaviour of marginal and conditional AIC in linear mixed models. In: Biometrika, Vol. 97, Nr. 4: S. 773-789

Haas, Markus (2010): Covariance forecasts and long-run correlations in a Markov-switching model for dynamic correlations. In: Finance Research Letters, Vol. 7, Nr. 2: S. 86-97

Haas, Markus (2010): Skew-normal mixture and markov-switching GARCH processes. In: Studies in Nonlinear Dynamics & Econometrics, Vol. 14, Nr. 4: S. 1-54

Hansbauer, Miriam M.; Storch, Ilse; Knauer, Felix; Pilz, Stefan; Küchenhoff, Helmut; Végvári, Zsolt; Pimentel, Rafael G.; Metzger, Jean P. (2010): Landscape perception by forest understory birds in the atlantic rainforest: Black-and-white versus shades of grey. In: Landscape Ecology, Vol. 25, Nr. 3: S. 407-417

Heinrich, Sabine; Thomas, Silke; Heumann, Christian; von Kries, Rüdiger; Radon, Katja (2010): Association between exposure to radiofrequency electromagnetic fields assessed by dosimetry and acute symptoms in children and adolescents: A population based cross-sectional study. In: Environmental Health, Vol. 9, Nr. 75

Herberich, Esther; Hothorn, Torsten; Nettle, Daniel; Pollet, Thomas V. (2010): A re-evaluation of the statistical model in Pollet and Nettle 2009. In: Evolution and Human Behavior, Vol. 31, Nr. 2: S. 150-151

Herberich, Esther; Sikorski, Johannes; Hothorn, Torsten (29. März 2010): A robust procedure for comparing multiple means under heteroscedasticity in unbalanced designs.
In: PLOS ONE 5(3), e9788 [PDF, 575kB]

Herberich, Esther; Sikorski, Johannes; Hothorn, Torsten (2010): A robust procedure for comparing multiple means under heteroscedasticity in unbalanced designs.
In: PLOS ONE 5(3), e9788 [PDF, 589kB]

Hermelink, Kerstin; Küchenhoff, Helmut; Untch, Michael; Bauerfeind, Ingo; Lux, Michael; Buhner, Markus; Manitz, Juliane; Fensterer, Veronika; Munzel, Karin (2010): Two different sides of 'chemobrain': Determinants and nondeterminants of self-perceived cognitive dysfunction in a prospective, randomized, multicenter study. In: Psychooncology, Vol. 19, Nr. 12: S. 1321-1328

Heumann, Christian (2010): James-Stein estimator. In: Lovric, Miodrag (Hrsg.): International Encyclopedia of Statistical Science. Berlin: Springer. S. 699-701

Heumann, Christian; Grenke, Moritz (2010): An efficient model averaging procedure for logistic regression models using a bayesian estimator with laplace prior. In: Kneib, Thomas; Tutz, Gerhard (Hrsg.): Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. S. 79-90

Heumann, Christian; Schomaker, Michael (2010): Multiple imputation. In: Lovric, Miodrag (Hrsg.): International Encyclopedia of Statistical Science. Berlin: Springer. S. 892-895

Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin (2010): Model-based boosting 2.0. In: Journal of Machine Learning Research, Vol. 11: S. 1851-1855

Hothorn, Torsten; Müller, Jörg (2010): Large-scale reduction of ungulate browsing by managed sport hunting. In: Forest Ecology and Management, Vol. 260, Nr. 9: S. 1416-1423

Höhle, Michael (2010): Online Changepoint Detection in Categorical Time Series. In: Kneib, Thomas; Tutz, Gerhard (Hrsg.): Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Berlin, Heidelberg: Physica-Verlag. S. 377-397

Höhle, Michael; Mazick, Anne (2010): Aberration detection in R illustrated by Danish mortality monitoring. In: Kass-Hout, Taha; Zhang, Xaiohui (Hrsg.): Biosurveillance: A Health Protection Priority. London: CRC Press. S. 215-238

Hölzel, Christina S.; Harms, Katrin S.; Küchenhoff, Helmut; Kunz, Anne; Mueller, Christa; Meyer, Karsten; Schwaiger, Karin; Bauer, Johann (2010): Phenotypic and genotypic bacterial antimicrobial resistance in liquid pig manure is variously associated with contents of tetracyclines and sulfonamides. In: Journal of Applied Microbiology, Vol. 108, Nr. 5: S. 1642-1656

Hölzel, Christina S.; Schwaiger, Karin; Harms, Katrin S.; Küchenhoff, Helmut; Kunz, Anne; Meyer, Karsten; Müller, C.; Bauer, Johann (2010): Sewage sludge and liquid pig manure as possible sources of antibiotic resistant bacteria. In: Environmental Research, Vol. 110, Nr. 4: S. 318-326

Karakas, Mahir; Baumert, Jens; Greven, Sonja; Ruckerl, Regina; Peters, Annette; Koenig, Wolfgang (2010): Reproducibility in serial C-reactive protein and Interleukin-6 measurements in post-myocardial infarction patients: Results from the AIRGENE study. In: Clinical Chemistry, Vol. 56, Nr. 5: S. 861-8641

Kauermann, Göran; Küchenhoff, Helmut (2010): Stichproben. Methoden und praktische Umsetzung mit R. Berlin: Springer.

Knauer, Felix; Küchenhoff, Helmut; Pilz, Stefan (2010): A statistical analysis of the relationship between red fox Vulpes vulpes and its prey species (grey partridge Perdix perdix, brown hare Lepus europaeus and rabbit Oryctolagus cuniculus) in Western Germany from 1958 to 1998. In: Wildlife Biology, Vol. 16, Nr. 1: S. 56-65

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Kärcher, Julia C.; Schmid, Volker J. (2010): Two tissue compartment model in DCE-MRI: A Bayesian approach. 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 14.-17. April 2010, Rotterdam.

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Robinzonov, Nikolay; Wohlrabe, Klaus (2010): Freedom of choice in macroeconomic forecasting. In: CESifo Economic Studies, Vol. 56, Nr. 2: S. 192-220

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Scharl, Teresa; Grün, Bettina; Leisch, Friedrich (2010): Mixtures of regression models for time course gene expression data: Evaluation of initialization and random effects. In: Bioinformatics, Vol. 26, Nr. 3: S. 370-377

Scheuerle, Miriam C.; Mahling, Monia; Muntwyler, Jeannette; Pfister, Kurt (2010): The accuracy of the FAMACHA (c)-method in detecting anaemia and haemonchosis in goat flocks in Switzerland under field conditions. In: Veterinary Parasitology, Vol. 170, Nr. 1-2: S. 71-77

Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette; Hothorn, Torsten (2010): Estimation and regularization techniques for regression models with multidimensional prediction functions. In: Statistics and Computing, Vol. 20, Nr. 2: S. 139-150

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Schneeweiß, Hans; Komlos, John; Ahmad, Amar S. (2010): Symmetric and asymmetric rounding: A review and some new results. In: ASTA-Advances in Statistical Analysis, Vol. 94, Nr. 3: S. 247-271

Schneeweiß, Hans; Ronning, Gerd (2010): Multiple linear panel regression with multiplicative random noise. In: Kneib, Thomas (Hrsg.): Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. S. 399-417

Schneider, Christian P.; Fertmann, Jan; Geiger, Simon; Wolf, Hilde; Biermaier, Helga; Hofner, Benjamin; Küchenhoff, Helmut; Jauch, Karl-Walter; Hartl, Wolfgang H. (2010): Long-term survival after surgical critical illness the impact of prolonged preceding organ support therapy. In: Annals of Surgery, Vol. 251, Nr. 6: S. 1145-1153

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Slawski, Martin; zu Castell, Wolfgang; Tutz, Gerhard (2010): Feature Selection Guided by Structural Information. In: Annals of Applied Statistics, Vol. 4, Nr. 2: S. 1056-1080

Spanhel, Fabian (2010): Der Einfluss der Körpergröße auf Lohnhöhe und Berufswahl: Aktueller Forschungsstand und neue Ergebnisse auf Basis des Mikrozensus. In: Wirtschaft und Statistik: S. 170-178

Spiess, Martin; Tutz, Gerhard (2010): Logistische Regressionsverfahren für mehrkategoriale Zielvariablen. In: Schmitz, Bernhard; Holling, Heinz (Hrsg.): Handbuch der psychologischen Methoden und Evaluation. Göttingen: Hogrefe Verlag. S. 509-517

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Strobl, Carolin; Dittrich, Christian; Seiler, Christian; Hackensperger, Sandra; Leisch, Friedrich (2010): Measurement and predictors of a negative attitude towards statistics among LMU students. In: Kneib, Thomas (Hrsg.): Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. S. 217-230

Strobl, Carolin; Kopf, Julia; Zeileis, Achim (2010): Wissen Frauen weniger oder nur das Falsche? Ein statistisches Modell für unterschiedliche Aufgaben-Schwierigkeiten in Teilstichproben. In: Trepte, Sabine; Verbeet, Markus (Hrsg.): Allgemeinbildung in Deutschland - Erkenntnisse aus dem SPIEGEL-Studentenpisa. Wiesbaden: VS-Verlag. S. 255-272

Tutz, Gerhard (2010): Editorial: Regularisation methods in regression and classification. In: Statistics and Computing, Vol. 20: S. 117-118

Tutz, Gerhard (2010): Regression für Zählvariablen. In: Best, Henning; Wolf, Christof (Hrsg.): Handbuch der sozialwissenschaftlichen Datenanalyse. München: Vahlen Verlag. S. 859-876

Tutz, Gerhard; Gertheiss, Jan (2010): Feature extraction in signal regression: A boosting technique for functional data regression. In: Journal of Computational and Graphical Statistics, Vol. 19: S. 154-174

Tutz, Gerhard; Groll, Andreas (2010): Generalized linear mixed models based on boosting. In: Kneib, Thomas (Hrsg.): Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. S. 197-216

Tutz, Gerhard; Strobl, Carolin (2010): Generalisierte lineare Modelle. In: Schmitz, Bernhard; Holling, Heinz (Hrsg.): Handbuch der psychologischen Methoden und Evaluation. Göttingen: Hogrefe Verlag. S. 461-471

Walter, Gero; Augustin, Thomas (2010): Bayesian Linear Regression - Different Conjugate Models and their (In)Sensitivity to Prior-Data Conflict. In: Kneib, Thomas (Hrsg.): Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. S. 59-78

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2009

(2009): Proceedings of ISIPTA'09. Fifth International Symposium on Imprecise Probabilities and Their Applications.

Absmanner, Evelin; Rouha-Mülleder, Cornelia; Scharl, Teresa; Leisch, Friedrich; Troxler, Josef (2009): Effects of different housing systems on the behaviour of beef bulls - An on-farm assessment on Austrian farms. In: Applied Animal Behaviour Science, Vol. 118: S. 12-19

Alexopoulos, Panagiotis; Günther, Florian; Popp, Julius; Jessen, Frank; Peters, Oliver; Wolf, Stefanie; Kneib, Thomas; Kurz, Alexander; Richter-Schmidinger, Tanja; Lewczuk, Piotr; Bleich, Stefan; Wiltfang, Jens; Kornhuber, Johannes (2009): Plasma homocysteine and cerebrospinal fluid (CSF) neurodegeneration biomarkers in mild cognitive impairment (MCI) and dementia. In: Journal of the American Geriatrics Society, Vol. 57, Nr. 4: S. 737-739

Beyersmann, Jan; Kneib, Thomas; Schumacher, Martin; Gastmeier, Petra (2009): Nosocomial infection, length of stay and time-dependent bias. In: Infection Control & Hospital Epidemiology, Vol. 30: S. 273-276

Botsch, Veronika; Küchenhoff, Helmut; Hirschberger, Johannes (2009): Retrospective study of 871 dogs with thrombocytopenia. In: Veterinary Record, Vol. 164, Nr. 21: S. 647-651

Boulesteix, Anne-Laure; Slawski, Martin (2009): Stability and aggregation of ranked gene lists. In: Briefings in Bioinformatics, Vol. 10: S. 556-568

Boulesteix, Anne-Laure; Strobl, Carolin (2009): Optimal classifier selection and negative bias in error rate estimation: An empirical study on high-dimensional prediction. In: BMC Medical Research Methodology, Vol. 9, Nr. 85

Breitner, Susanne; Stölzel, Matthias; Cyrys, Josef; Pitz, Mike; Wölke, Gabriele; Kreyling, Wolfgang; Küchenhoff, Helmut; Heinrich, Joachim; Wichmann, Heinz-Erich; Peters, Annette (2009): Short-term mortality rates during a decade of improved air quality in Erfurt, Germany. In: Environmental Health Perspectives, Vol. 117, Nr. 3: S. 448-454

Bronevich, Andrej; Augustin, Thomas (2009): Approximation of coherent lower probabilities by 2-monotone measures. Fifth International Symposium on Imprecise Probabilities and their Applications, 16.-19. Juli 2007, Prag.

Cattaneo, Marco E.G.V. (2009): A generalization of credal networks. Sixth International Symposium on Imprecise Probability: Theories and Applications, 14.-18. Juli 2009, Durham.

Coolen, Frank P.A.; Augustin, Thomas (2009): A nonparametric predictive alternative to the imprecise Dirichlet model: The case of a known number of categories. In: International Journal of Approximate Reasoning, Vol. 50: S. 217-230

Coolen-Schrijner, Pauline; Coolen, Frank P.A.; Augustin, Thomas; Troffaes, Matthias C.M.; Gupta, S. (2009): Imprecision in Statistical Theory and Practice. Greensboro: Grace.

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Copley, Susan; Giannarou, Stamatia; Schmid, Volker J.; Hansell, David M.; Yang, Guang-Zhong (2009): Objective evaluation of lung morphology on thin-section CT using fractal dimension analysis: A comparative study between >75 and <55 year old individuals. In: Journal of Thoracic Imaging, Vol. 24, Nr. 3

Crispin, Alexander; Birkner, Bernhard; Munte, Axel; Nusko, Gerhard; Mansmann, Ulrich (2009): Process quality and incidence of acute complications in a series of more than 230 000 outpatient colonoscopies. In: Endoskopy, Vol. 41, Nr. 12: S. 1018-1025

D'Andrilli, Antonio; Andreetti, Claudio; Ibrahim, Mohsen; Ciccone, Anna Maria; Venuta, Frederico; Mansmann, Ulrich; Rendina, Erino A. (2009): A prospective randomized study to assess the efficacy of a surgical sealant to treat air leaks in lung surgery. In: European Journal of Cardio-Thoracic Surgery, Vol. 35, Nr. 5: S. 817-821

Dolnicar, Sara; Kaiser, Sebastian; Matus, Katrina; Vialle, Wilma (2009): Can Australian universities take measures to increase the lecture attendance of marketing students? In: Journal of Marketing Education, Vol. 31, Nr. 3: S. 203-211

Döring, Dorothea; Roscher, Anita; Scheipl, Fabian; Küchenhoff, Helmut; Erhard, Michael H. (2009): Fear-related Behaviour of Dogs in Veterinary Practice. In: The Veterinary Journal, Vol. 182, Nr. 1: S. 38-43

Einbeck, Jochen; Augustin, Thomas (2009): On design-weighted local fitting and its relation to the Horvitz-Thompson estimator. In: Statistica Sinica, Vol. 19: S. 103-123

Eravci, Murat; Mansmann, Ulrich; Broedel, Oliver; Weist, Stephanie; Bütow, Sandra; Wittke, Janosch; Brunkau, Cindy; Hummel, Manuela; Eravci, Selda; Baumgartner, Andreas (2009): Strategies for a reliable biostatistical analysis of differentially expressed spots from two-dimensional electrophoresis gels. In: Journal of Proteom Research, Vol. 8, Nr. 5: S. 2601-2607

Eugster, Manuel J.A.; Leisch, Friedrich (2009): From Spider-man to Hero - archetypal analysis in R. In: Journal of Statistical Software, Vol. 30, Nr. 8: S. 1-23

Everitt, Brian S.; Hothorn, Torsten (2009): A Handbook of Statistical Analyses Using R. 2nd edition. Boca Raton: CRC Press.

Fahrmeir, Ludwig; Kneib, Thomas (2009): Discussion on "Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations" by Rue, H., Martino, S. and Chopin, N. In: Journal of the Royal Statistical Society B, Vol. 71

Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan (2009): Regression - Modelle, Methoden und Anwendungen. 2nd edition. Berlin: Springer Verlag.

Fleckenstein, Johannes; Kramer, Sybille; Hoffrogge, Phillip; Thoma, Sarah; Lang, Phillip M.; Lehmeyer, Lukas; Schober, Gabriel M.; Pfab, Florian; Ring, Johannes; Weisenseel, Peter; Schotten, Klaus J.; Mansmann, Ulrich; Irnich, Dominik (2009): Acupuncture in acute herpes zoster pain therapy (ACUZoster) - design and protocol of a randomised controlled trial. In: BMC Complementary and Alternative Medicine, Vol. 9

Ganten, Tom M.; Sykora, Jaromir; Koschny, Roland; Batke, Emanuela; Aulmann, Sebastian; Mansmann, Ulrich; Stremmel, Wolfgang; Sinn, Hans-Peter; Walczak, Henning (2009): Prognostic significance of tumour necrosis factor-related apoptosis-inducing ligand (TRAIL) receptor expression in patients with breast cancer. In: Journal of Molecular Medicine, Vol. 87, Nr. 10: S. 995-1007

Gertheiss, Jan; Tutz, Gerhard (2009): Feature selection and weighting by nearest neighbor ensembles. In: Chemometrics and Intelligent Laboratory Systems, Vol. 99: S. 30-38

Gertheiss, Jan; Tutz, Gerhard (2009): Penalized regression with ordinal predictors. In: International Statistical Review, Vol. 77: S. 345-365

Gertheiss, Jan; Tutz, Gerhard (2009): Supervised feature selection in mass spectrometry based proteomic profiling by blockwise boosting. In: Bioinformatics, Vol. 25: S. 1076-1077

Gertheiss, Jan; Tutz, Gerhard (2009): Variable scaling and nearest neighbor methods. In: Journal of Chemometrics, Vol. 23: S. 149-151

Gertheiss, Jan; Tutz, Gerhard (2009): Statistische Tests. In: Schwaiger, Manfred; Meyer, Anton (Hrsg.): Theorien und Methoden der Betriebswirtschaft. München: Vahlen. S. 439-454

Haas, Markus (2009): Modelling skewness and kurtosis with the skewed gauss-laplace sum distribution. In: Applied Economics Letters, Vol. 16: S. 1277-1283

Haas, Markus (2009): Persistence in volatility, conditional kurtosis, and the taylor property in absolute value GARCH processes. In: Statistics & Probability Letters, Vol. 79: S. 1674-1683

Haas, Markus (2009): Value-at-risk via mixture distributions reconsidered. In: Applied Mathematics and Computation, Vol. 216: S. 2103-2119

Haas, Markus; Mittnik, Stefan (2009): Portfolio selection with common correlation mixture models. In: Bol, Georg; Rachev, Svetlozar T.; Würth, Reinhold (Hrsg.): Risk Assessment: Decisions in Banking in Finance. Heidelberg: Physica-Verlag. S. 47-76

Haas, Markus; Mittnik, Stefan; Paolella, Marc S. (2009): Asymmetric multivariate normal mixture GARCH. In: Computational Statistics & Data Analysis, Vol. 53: S. 2129-2154

Haas, Markus; Mittnik, Stefan; Yener, Tina (2009): Korrelationsbasierte Diversifikation - ein zukunftsfähiger Ansatz? In: Absolut Report, Vol. 52: S. 44-53

Haas, Markus; Pigorsch, Christian (2009): Financial economics: Fat-tailed distributions. In: Meyers, Robert A. (Hrsg.): Encyclopedia of Complexity and Systems Science. New York: Springer. S. 46-78

Henschel, Volkmar; Engel, Jutta; Hölzel, Dieter; Mansmann, Ulrich (2009): A semiparametric Bayesian proportional hazards model for interval censored data with frailty effects. In: BMC Medical Research Methodology, Vol. 9

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

Hothorn, Ludwig A.; Hothorn, Torsten (2009): Order-restricted scores test for the evaluation of population-based case-control studies when the genetic model is unknown. In: Biometrical Journal, Vol. 51, Nr. 4: S. 659-669

Hothorn, Ludwig A.; Vaeth, Michael; Hothorn, Torsten: Trend tests for the evaluation of exposure-response relationships in epidemiological exposure studies. In: Epidemiologic Perspectives & Innovations 2009, 6: S. 1-10 [PDF, 249kB]

Höhle, Joachim; Höhle, Michael (2009): Accuracy assessment of digital elevation models by means of robust statistical methods. In: ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 64: S. 398-406

Höhle, Michael (2009): Additive-multiplicative regression models for spatio-temporal epidemics. In: Biometrical Journal, Vol. 51, Nr. 6: S. 961-978

Höhle, Michael; Paul, Michaela; Held, Leonhard (2009): Statistical approaches to the surveillance of infectious diseases for veterinary public health. In: Preventive Veterinary Medicine, Vol. 91, Nr. 1: S. 2-10

Kalus, Stefanie; Kneib, Thomas; Steiger, Axel; Holsboer, Florian; Yassouridis, Alexander (2009): A new strategy to analyze possible association structures between dynamic nocturnal hormone activities and sleep alterations in humans. In: American Journal of Physiology- Regulatory, Integrative and Comparative Physiology, Vol. 296, Nr. 4: S. 1216-1227

Kauermann, Göran; Krivobokova, Tatyana; Fahrmeir, Ludwig (2009): Some Asymptotic Results on Generalized Penalized Spline Smoothing. In: Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 71, Nr. 2: S. 487-503

Khatab, Khaled; Fahrmeir, Ludwig (2009): Analysis of childhood morbidity with geoadditive probit and latent variable model: A case study for egypt. In: The American Journal of Tropical Medicine and Hygiene, Vol. 81, Nr. 1: S. 116-128

Kneib, Thomas (2009): Exploratory data analysis. In: Modern Computational Science 2009. Oldenburg: Oldenburg University Press.

Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard (2009): Variable Selection and Model Choice in Geoadditive Regression Models. In: Biometrics, Vol. 65, Nr. 2: S. 626-634

Krink, Thiemo; Mittnik, Stefan; Paterlini, Sandra (2009): Differential evolution and combinatorial search for constrained index tracking. In: Annals of Operations Research, Vol. 172: S. 153-176

Krämer, Nicole; Schäfer, Juliane; Boulesteix, Anne-Laure (2009): Regularized estimation of large-scale gene association networks using graphical gaussian models. In: BMC Bioinformatics, Vol. 10: S. 384

Kukush, Alexander; Malenko, Andrii; Schneeweiß, Hans (2009): Optimality of the quasi-score estimator in a mean-variance model with applications to measurement error models. In: Journal of Statistical Planning and Inference, Vol. 139: S. 3461-3472

Kühnlein, Anja; Heumann, Christian; Thomas, Silke; Heinrich, Sabine; Radon, Katja (2009): Personal exposure to mobile communication networks and well-being in children - A statistical analysis based on a functional approach. In: Bioelectromagnetics, Vol. 30, Nr. 4: S. 261-269

Lesaffre, Emmanuel; Küchenhoff, Helmut; Mwalili, Samuel M.; Declerck, Dominique (2009): On the estimation of the misclassification table for finite count data with an application in caries research. In: Statistical Modelling, Vol. 9, Nr. 2: S. 99-118

Maloney, Kelly O.; Weller, Donald E.; Russell, Marc J.; Hothorn, Torsten (2009): Classifying the biological condition of small streams: An example using benthic macroinvertebrates. In: Journal of the North American Benthological Society, Vol. 28, Nr. 4: S. 869-884

Mansmann, Ulrich (2009): Design and reporting of clinical research: Scientific quality of quantitative results. In: Gefäßchirurgie, Vol. 14, Nr. 4: S. 329-335

Metzeler, Klaus H.; Dufour, Annika; Benthaus, Tobias; Hummel, Manuela; Sauerland, Maria-Cristina; Heinecke, Achim; Berdel, Wolfgang E.; Büchner, Thomas; Woermann, Bernhard; Mansmann, Ulrich; Braess, Jan; Spiekermann, Karsten; Hiddemann, Wolfgang; Buske, Christian; Bohlander, Stefan K. (2009): ERG expression is an independent prognostic factor and allows refined risk stratification in cytogenetically normal acute myeloid leukemia: A comprehensive analysis of ERG, MN1, and BAALC transcript levels using oligonucleotide microarrays. In: Journal of Clinical Oncology, Vol. 27, Nr. 30: S. 5031-5038

Mi, Xuefei; Miwa, Tetsuhisa; Hothorn, Torsten (2009): mvtnorm: New numerical algorithm for multivariate normal probabilities. In: The R Journal, Vol. 1, Nr. 1: S. 37-39

Mihalyi, Andreas; Deml, Barbara; Augustin, Thomas (2009): A contribution to integrated driver modeling: A coherent framework for modeling both non-routine and routine elements of the driving task. In: Duffy, Vincent G. (Hrsg.): 2nd International Conference on Digital Human Modeling held at the HCI International (13th International Conference on Human-Computer Interaction). Berlin: Springer. S. 433-442

Mittnik, Stefan; Yener, Tina (2009): Estimating operational risk capital for correlated, rare events. In: Journal of Operational Risk, Vol. 4, Nr. 4: S. 29-51

Moning, Christoph; Werth, Silke; Dziock, Frank; Bässler, Claus; Bradtka, Johannes; Hothorn, Torsten; Müller, Jörg (2009): Lichen diversity in temperate montane forests is influenced by forest structure more than climate. In: Forest Ecology and Management, Vol. 258, Nr. 5: S. 745-751

Müller, Mario H.; Gong, Quian; Kelber, Olaf; Kasparek, Michael S.; Sibaev, Andrei; Mansmann, Ulrich; Yuce, Briol; Li, Yong Y.; Storr, Martin; Kreis, Martin E. (2009): A novel herbal preparation desensitizes mesenteric afferents to bradykinin in the rat small intestine. In: Neurogastroenterology and Motility, Vol. 21, Nr. 4: S. 467-476

Neugebauer, Jörg; Scheer, Markus; Mischkowski, Robert A.; An, Sang-Ho; Karapetian, Viktor E.; Toutenburg, Helge; Zöller, Joachim E. (2009): Comparison of Torque Measurements and Clinical Handling of Various Surgical Motors. In: The International Journal of Oral & Maxillofacial Implants, Vol. 24, Nr. 3: S. 469-476

Neuhaus, Andrea; Augustin, Thomas; Heumann, Christian; Daumer, Martin (2009): A review on joint models in biometrical research. In: Journal of Statistical Theory and Practice, Vol. 3, Nr. 4: S. 855-868

Nusko, Gerhard; Hahn, Eckhart G.; Mansmann, Ulrich (2009): Characteristics of metachronous colorectal adenomas found during long-term follow-up: Analysis of four subsequent generations of adenoma recurrence. In: Scandinavian Journal of Gastroenterology, Vol. 44, Nr. 6: S. 736-744

Peters, Annette; Breitner, Susanne; Cyrys, Josef; Stölzel, Matthias; Pitz, Mike; Wolke, G.; Heinrich, Joachim; Kreyling, Wolfgang; Küchenhoff, Helmut; Wichmann, Heinz-Erich (2009): The influence of improved air quality on mortality risks in Erfurt, Germany. In: Res Rep Health Eff Inst, Vol. 137: S. 5-77

Pflanz, Heike; Vana, Karen; Mitteregger, Gerda; Renner-Müller, Ingrid; Pace, Claudia; Küchenhoff, Helmut; Kretzschmar, Hans A.; Wolf, Eckhard; Weiss, Stefan (2009): Scrapie-infected transgenic mice expressing a laminin receptor decoy mutant reveal a prolonged incubation time associated with low levels of prpres. In: Journal of Molecular Biology, Vol. 388, Nr. 4: S. 721-729

Rau, Stephanie; Kohn, Barbara; Richter, Constance; Fenske, Nora; Küchenhoff, Helmut; Hartmann, Katrin; Härtle, Stefan; Kaspers, Bernd; Hirschberger, Johannes (2009): Der Intensivpatient mit Sepsis? Kanines Interleukin-6 als prognostischer Parameter. In: Kleintierpraxis, Vol. 54, Nr. 4: S. 201-212

Rueff, Franziska; Bilo, Maria B.; Jutel, Marek; Mosbech, Holger; Müller, Ulrich; Küchenhoff, Helmut; Przybilla, Bernhard (2009): Sublingual immunotherapy with venom for patients with hymenoptera venom allergy reply. In: Journal of Allergy and Clinical Immunology, Vol. 124, Nr. 2: S. 385-386

Rueff, Franziska; Przybilla, Bernhard; Bilo, Maria B.; Müller, Ulrich; Scheipl, Fabian; Arberer, Werner; Birnbaum, Joelle; Bodzenta-Lukaszyk, Anna; Bonifazi, Floriano; Bucher, Christoph; Campi, Paolo; Darsow, Ulf; Egger, Cornelia; Haeberli, Gabrielle; Hawranek, Thomas; Koerner, Michael; Kucharewicz, Iwona; Küchenhoff, Helmut; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J.; Wuethrich, B. (2009): Predictors of severe systemic anaphylactic reactions in patients with hymenoptera venom allergy: Importance of baseline serum tryptase-a study of the european academy of allergology and clinical immunology interest group on insect venom hypersensitivity. In: Journal of Allergy and Clinical Immunology, Vol. 124, Nr. 5: S. 1047-1054

Rzehak, Peter; Sausenthaler, Stefanie; Koletzko, Sibylle; Bauer, Carl P.; Schaaf, Beate; Berg, Andrea von; Berdel, Dieter; Borte, Michael; Herbarth, Olaf; Krämer, Ursula; Fenske, Nora; Wichmann, Heinz-Erich; Heinrich, Joachim (2009): Period-specific growth, overweight and modification by breastfeeding in the GINI and LISA birth cohorts up to age 6 years. In: European Journal of Epidemiology, Vol. 24, Nr. 8: S. 449-467

Scharl, Teresa; Leisch, Friedrich (2009): gcExplorer: Interactive exploration of gene clusters. In: Bioinformatics, Vol. 25, Nr. 8: S. 1089-1090

Scharl, Teresa; Striedner, Gerald; Pötschacher, Florentina; Leisch, Friedrich; Bayer, Karl (2009): Interactive visualization of clusters in microarray data: An efficient tool for improved metabolic analysis of e. coli. In: Microbial Cell Factories, Vol. 8, Nr. 37

Scharl, Teresa; Voglhuber, Ingo; Leisch, Friedrich (2009): Exploratory and inferential analysis of gene cluster neighborhood graphs. In: BMC Bioinformatics, Vol. 10, Nr. 1: S. 288

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

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

Scheipl, Fabian; Kneib, Thomas (2009): Locally adaptive Bayesian P-splines with a normal-exponential-gamma prior. In: Computational Statistics & Data Analysis, Vol. 53, Nr. 10: S. 3533-3552

Scheuerle, Miriam C.; Mahling, Monia; Pfister, Kurt (2009): Anthelminthic resistance of haemonchus contortus in small ruminants in Switzerland and Southern Germany. In: Wiener Klinische Wochenschrift, Vol. 121, Nr. 3: S. 46-49

Schmid, Matthias; Schneeweiß, Hans (2009): The effect of microaggregation by individual ranking on the estimation of moments. In: Journal of Econometrics, Vol. 153: S. 174-182

Schmid, Volker J.; Whitcher, Brandon; Padhani, Anwar; Taylor, N. Jane; Yang, Guang-Zhong (2009): A Bayesian hierarchical model for the analysis of a longitudinal dynamic contrast-enhanced MRI cancer study. In: Magnetic Resonance in Medicine, Vol. 61: S. 163-174

Schmid, Volker J.; Whitcher, Brandon; Yang, Guang-Zhong (2009): Quantitative analysis of dynamic contrast-enhanced mr images based on bayesian p-splines. In: IEEE Transactions on Medical Imaging, Vol. 28: S. 789-798

Schmid, Volker J.; Yang, Guang-Zhong (2009): Spatio-temporal modelling of first-pass perfusion cardiovascular MRI. World Congress on Medical Physics and Biomedical Engineering 2009, 7.-12. September 2009, München.

Schmidberger, Markus; Morgan, Martin; Eddelbuettel, Dirk; Yu, Hao; Tierney, Luke; Mansmann, Ulrich (2009): State of the art in parallel computing with R. In: Journal of Statistical Software, Vol. 31, Nr. 1: S. 1-27

Schneeweiß, Hans; Komlos, John (2009): Probabilistic rounding and Sheppard's correction. In: Statistical Methodology, Vol. 6: S. 577-593

Schneeweiß, Hans; Kukush, Alexander (2009): Comparing the efficiency of structural and functional methods in measurement error models. In: Probability Theory and Mathematical Statistics, Vol. 80: S. 117-127

Schneider, Christian P.; Seyboth, Carol; Vilsmaier, Markus; Küchenhoff, Helmut; Hofner, Benjamin; Jauch, Karl-Walter; Hartl, Wolfgang H. (2009): Prognostic factors in critically ill patients suffering from secondary peritonitis: A retrospective, observational, survival time analysis. In: World Journal of Surgery, Vol. 33, Nr. 1: S. 34-43

Shafik, Nivien; Tutz, Gerhard (2009): Boosting nonlinear additive autoregressive time series. In: Computational Statistics & Data Analysis, Vol. 53: S. 2453-2464

Shalabh, ; Toutenburg, Helge; Heumann, Christian (2009): Stein-rule estimation under an extended balanced loss function. In: Journal of Statistical Computation and Simulation, Vol. 79, Nr. 10: S. 1259-1273

Sporn, Judith C.; Kustatscher, Georg; Hothorn, Torsten; Collado, Manuel; Serrano, Manuel; Muley, Thomas; Schnabel, Philipp; Ladurner, Andreas G. (2009): Histone macroH2A isoforms predict the risk of lung cancer recurrence. In: Oncogene, Vol. 28: S. 3423-3428

Strasak, Alexander M.; Lang, Stefan; Kneib, Thomas; Brant, Larry J.; Klenk, Jochen; Hilbe, Wolfgang; Oberaigner, Willi; Ruttmann, Elfriede; Kaltenbacha, Lalit; Concin, Hans; Diem, Günter; Pfeiffer, Karl P.; Ulmer, Hanno; The VHM&PP Study Group, (2009): Use of Penalized Splines in Extended Cox-Type Additive Hazard Regression to Flexibly Estimate the Effect of Time-varying Serum Uric Acid on Risk of Cancer Incidence: A Prospective, Population-based Study in 78,850 Men. In: Annals of Epidemiology, Vol. 19, Nr. 1: S. 15-24

Strobl, Carolin; Augustin, Thomas (2009): Adaptive selection of extra cutpoints - an approach towards reconciling robustness and interpretability in classification trees. In: Journal of Statistical Theory and Practice, Vol. 3, Nr. 1: S. 119-135

Strobl, Carolin; Hothorn, Torsten; Zeileis, Achim (2009): Party on! A new, conditional variable importance measure available in the party package. In: The R Journal, Vol. 1, Nr. 2: S. 14-17

Strobl, Carolin; Malley, James; Tutz, Gerhard (2009): An introduction to recursive partitioning: Rationale, application and characteristics of classification and regression trees, bagging and random forests. In: Psychological Methods, Vol. 14, Nr. 4: S. 323-348

Strobl, Ralf; Stucki, Gerold; Grill, Eva; Müller, Martin; Mansmann, Ulrich (2009): Graphical models illustrated complex associations between variables describing human functioning. In: Journal if Clinical Epidemiology, Vol. 62, Nr. 9: S. 922-933

Stülpnagel, Celina von; Reilich, Peter; Straube, Andreas; Schaefer, Jan; Blaschek, Astrid; Lee, Seung-Hee; Müller-Felber, Wolfgang; Henschel, Volkmar; Mansmann, Ulrich; Heinen, Florian (2009): Myofascial trigger points in children with tension-type headache: A new diagnostic and therapeutic option. In: Journal of Child Neurology, Vol. 24, Nr. 4: S. 406-409

Toutenburg, Helge; Heumann, Christian (2009): Deskriptive Statistik: Eine Einführung in Methoden und Anwendungen mit R und SPSS. 7., aktualisierte und erweiterte Auflage. Berlin: Springer.

Toutenburg, Helge; Heumann, Christian (2009): Regressions- und Varianzanalyse: Eine Einführung für Psychologen. 2. Edition. Hagen: Fernuniversität Hagen.

Toutenburg, Helge; Schomaker, Michael; Wissmann, Malte; Heumann, Christian (2009): Arbeitsbuch zur deskriptiven und induktiven Statistik. Berlin: Springer.

Toutenburg, Helge; Shalabh, (2009): Statistical Analysis of Designed Experiments. New York: Springer.

Toutenburg, Helge; Shalabh, ; Heumann, Christian (2009): Optimal estimation in a linear regression model using incomplete prior information. In: Schipp, Bernhard; Krämer, Walter (Hrsg.): Statistical Inference, Econometric Analysis and Matrix Algebra: Festschrift in Honour of Götz Trenkler. Heidelberg: Physica-Verlag. S. 185-200

Tutz, Gerhard; Ulbricht, Jan (2009): Penalized regression with correlation based penalty. In: Statistics and Computing, Vol. 19: S. 239-253

Visne, Ilhami; Dilaveroglu, Erkan; Vierlinger, Clemens; Lauss, Martin; Yildiz, Ahmet; Weinhaeusel, Andreas; Noahammer, Christa; Leisch, Friedrich; Kriegner, Albert (2009): RGG: A general GUI framework for R scripts in bioinformatics. In: BMC Bioinformatics, Vol. 10, Nr. 1: S. 74

Walter, Gero; Augustin, Thomas (2009): Imprecision and prior-data conflict in generalized Bayesian inference. In: Journal of Statistical Theory and Practice, Vol. 3: S. 255-271

2007

Opgen-Rhein, Rainer; Strimmer, Korbinian: From correlation to causation networks: a simple approximate learning algorithm and its application to high-dimensional plant gene expression data. In: BMC Systems Biology 2007, 1:37 [PDF, 453kB]

2005

Boulesteix, Anne-Laure; Strimmer, Korbinian: Predicting transcription factor activities from combined analysis of microarray and ChIP data: a partial least squares approach. In: Theoretical Biology and Medical Modelling 2005, 2:23 [PDF, 346kB]

Opgen-Rhein, R.; Fahrmeir, L.; Strimmer, K.: Inference of demographic history from genealogical trees using reversible jump Markov chain Monte Carlo. In: BMC Evolutionary Biology 2005, 5:6 [PDF, 386kB]

2004

Jobb, G.; Haeseler, A. von; Strimmer, K.: TREEFINDER: a powerful graphical analysis environment for molecular phylogenetics. In: BMC Evolutionary Biology 2004, 4:18 [PDF, 347kB]

2003

Strimmer, K.; Forslund, K.; Holland, B.; Moulton, V.: A novel exploratory method for visual recombination detection. In: Genome Biology 2003, 4:R33 [PDF, 393kB]

2001

Biller, Clemens; Fahrmeir, Ludwig (2001): Bayesian varying-coefficient models using adaptive regression splines. In: Statistical Modelling, Vol. 1, Nr. 3: S. 195-211 [PDF, 292kB]

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