Mathematics, Computer Science and Statistics > Statistics > Chairs/Working Groups > Chair of Statistics - Methodology and Applications in Economics, Social and Life Sciences

2021

Haensch, Anna-Carolina ORCID: 0000-0001-6772-0393 (2021): Dealing with various flavors of missing data in ex-post survey harmonization and beyond. Dissertation, Universität Mannheim
[PDF, 2MB]

2020

Lebacher, Michael; Thurner, Paul W.; Kauermann, Göran (2020): A dynamic separable network model with actor heterogeneity: An application to global weapons transfers. In: Journal of the Royal Statistical Society: Series A, Vol. 184, No. 1: pp. 201-226 [PDF, 891kB]

Lebacher, Michael; Thurner, Paul W.; Kauermann, Göran (2020): Exploring Dependence Structures in the International Arms Trade Network: A Network Autocorrelation Approach. In: Statistical Modelling, Vol. 20, No. 2

Lebacher, Michael; Thurner, Paul W.; Kauermann, Göran (2020): Exploring dependence structures in the international arms trade network: A network autocorrelation approach. In: Statistical Modelling, Vol. 20, No. 2: pp. 195-218

2019

Bauer, V.; Fürlinger, K.; Kauermann, G. (2019): A Note on Parallel Sampling in Markov Graphs. In: Computational Statistics

Shao, Shuai; Kauermann, Göran (2019): Understanding price elasticity for airline ancillary services. In: Journal of Revenue and Pricing Management: pp. 1-9 [Forthcoming]

2018

Kauermann, Göran; Becher, Heiko; Maier, Verena (2018): Exploring the statistical uncertainty in acceptable exposure limit values for hexavalent chromium exposure. In: Journal of Exposure Science and Environmental Epidemiology, Vol. 28: pp. 69-75

Kauermann, Göran; Seidl, Thomas (19. March 2018): Data Science: a proposal for a curriculum. In: International Journal of Data Science and Analytics

2017

Bothmann, Ludwig; Menzel, Annette; Menze, Björn H.; Schunk, Christian; Kauermann, Göran (2017): Automated Processing of Webcam Images for Phenological Classification.
In: PLOS ONE 12(2), e0171918 , pp. 1-23 [PDF, 3MB]

Schulze Waltrup, L.; Kauermann, G. (2017): Smooth Expectiles for Panel Data using Penalized Splines. In: Statistics and Computing, Vol. 27, No. 1: pp. 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: pp. 67-80

2016

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, No. 4: pp. 565-584

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, No. 2: pp. 326-341

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

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, No. 1: pp. 17-25

Kauermann, Göran; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487 (2016): Statistik, Data Science und Big Data. In: AStA Wirtschafts - und Sozialstatistisches Archiv, Vol. 10, No. 2-3: pp. 141-150

Kauermann, Göran; Thomschke, Lorenz; Braun, Reiner (2016): Scheinargumente bei Mietspiegeldebatte - Was definiert "moderne Mietspiegel?". In: Zeitschrift für Wirtschaftspolitik, Vol. 65, No. 3: pp. 253-262

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

Schulze Waltrup, Linda; Kauermann, Göran (2016): A Short Note on Quantile and Expectile Estimation in Unequal Probability Samples. In: Survey Methodology, Vol. 42, No. 1: pp. 179-187

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

2015

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, No. 2: pp. 731-743

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

2014

Fensterer, Veronika; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487; 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, No. 5: pp. 5094-5112

Kauermann, Göran; Meyer, Renate (2014): Penalized Marginal Likelihood Estimation of Finite Mixtures of Archimedean Copulas. In: Computational Statistics, Vol. 29, No. 1-2: pp. 283-306

Kauermann, Göran; Schellhase, Christian (2014): Flexible Pair-Copula Estimation in D-vines using Bivariate Penalized Splines. In: Statistics and Computing, Vol. 24, No. 6: pp. 1081-1100

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, No. 2: pp. 394-415

Schulze Waltrup, Linda; Sobotka, Fabian; Kneib, Thomas; Kauermann, Göran (2014): Expectile and Quantile Regression - David and Goliath? In: Statistical Modelling, Vol. 15, No. 5: pp. 433-456 [PDF, 3MB]

2013

Ensenauer, Regina; Chmitorz, Andrea; Riedel, Christina; Fenske, Nora; Hauner, Hans; Nennstiel-Ratzel, Uta; Kries, Rüdiger von (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, No. 4: pp. 505-512

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: pp. 1-21

Kauermann, Göran; Kuhlenkasper, Torben (2013): Penalized Splines and Multilevel Models. In: Scott, Marc; Simonoff, Jeffrey; Marx, Brian (eds.) : Handbook of Multilevel Modelling. Los Angeles: Sage. pp. 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, No. 4: pp. 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 (eds.) : Robustness and Complex Data Structures. Festschrift in Honour of Ursula Gather. Berlin: Springer. pp. 149-170

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, No. 1: pp. 1-12

Riedel, Christina; Kries, Rüdiger von; Fenske, Nora; Strauch, Konstantin; Ness, Andy R.; Beyerlein, Andreas (2013): Interactions of genetic and environmental risk factors with respect to body fat mass in children: results from the ALSPAC study. In: Obesity, Vol. 21, No. 6: pp. 1238-1242

Schmid, Matthias; Wickler, Florian; Maloney, Kelly O.; Mitchell, Richard; Fenske, Nora; Mayr, Andreas (2013): Boosted beta regression.
In: PLOS ONE 8(4), e61623 [PDF, 1MB]

Sobotka, Fabian; Kauermann, Göran; Schulze Waltrup, Linda; Kneib, Thomas (2013): On Confidence Intervals for Geoadditive Expectile Regression Models. In: Statistics and Computing, Vol. 23, No. 2: pp. 135-148

2012

Heinzl, Felix; Kneib, Thomas; Fahrmeir, Ludwig (2012): Additive mixed models with Dirichlet process mixture and P-spline priors. In: Advances in Statistical Analysis, Vol. 96, No. 1: pp. 47-68

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, No. 5: pp. 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: pp. 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: pp. 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, No. 5: pp. 995-1009

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: p. 6

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, No. 500: pp. 1518-1532

Schellhase, Christian; Kauermann, Göran (2012): Density Estimation and Comparison with a Penalized Mixture Approach. In: Computational Statistics, Vol. 27, No. 4: pp. 757-777

2011

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, No. 2: pp. 620-628

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

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, No. 1: pp. 51-70

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, No. 3

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, No. 14: pp. 1-24

Svejdar, Viola; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487; 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, No. 6: pp. 849-860

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, No. 4

2010

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, No. 2: pp. 203-219

Kauermann, Göran; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487 (2010): Stichproben. Methoden und praktische Umsetzung mit R. Berlin: Springer.

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; Kucharewicz, Iwona; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J.; Wüthrich, Brunello (2010): Predictors of side effects during the buildup phase of venom immunotherapy for hymenoptera venom allergy: The importance of baseline serum tryptase. In: Journal of Allergy and Clinical Immunology, Vol. 126, No. 1: pp. 105-111

de Montera, Béatrice; Zeihery, Dalia E.; Müller, Sigrid; Jammes, Hélène; Brem, Gottfried; Reichenbach, Horst-Dietrich; Scheipl, Fabian; Chavatte-Palmer, Pascale; Zakhartchenko, Valeri; Schmitz, Oliver J.; Wolf, Eckhard; Renard, Jean-Paul; Hiendleder, Stefan (2010): Quantification of Leukocyte Genomic 5-Methylcytosine Levels Reveals Epigenetic Plasticity in Healthy Adult Cloned Cattle. In: Cellular Reprogramming, Vol. 12, No. 2: pp. 175-181

2009

Döring, Dorothea; Roscher, Anita; Scheipl, Fabian; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487; Erhard, Michael H. (2009): Fear-related Behaviour of Dogs in Veterinary Practice. In: The Veterinary Journal, Vol. 182, No. 1: pp. 38-43

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.

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, No. 4: pp. 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, No. 2: pp. 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, No. 1: pp. 116-128

Rau, Stephanie; Kohn, Barbara; Richter, Constance; Fenske, Nora; Küchenhoff, Helmut ORCID: 0000-0002-6372-2487; Hartmann, Katrin; Härtle, Stefan; Kaspers, Bernd; Hirschberger, Johannes (2009): Der Intensivpatient mit Sepsis? Kanines Interleukin-6 als prognostischer Parameter. In: Kleintierpraxis, Vol. 54, No. 4: pp. 201-212

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 ORCID: 0000-0002-6372-2487; 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, No. 5: pp. 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, No. 8: pp. 449-467

Scheipl, Fabian; Kneib, Thomas (2009): Locally adaptive Bayesian P-splines with a normal-exponential-gamma prior. In: Computational Statistics & Data Analysis, Vol. 53, No. 10: pp. 3533-3552