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Eine Ebene höher- Fakultäten (102370)
- Mathematik, Informatik und Statistik (4825)
- Statistik (2203)
- Lehrstühle/Arbeitsgruppen (635)
- Lehrstuhl für Statistik und ihre Anwendungen in Wirtschafts- und Sozialwissenschaften (67)
- Lehrstühle/Arbeitsgruppen (635)
- Statistik (2203)
- Mathematik, Informatik und Statistik (4825)
Anzahl der Publikationen auf dieser Ebene: 67
2023
Decker, Thomas; Lebacher, Michael und Tresp, Volker 
ORCID: https://orcid.org/0000-0001-9428-3686
(2023):
Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts.
2023 IEEE 21st International Conference on Industrial Informatics (INDIN), Lemgo, Germany, 18-20 July 2023.
Jasperneite, Jürgen (Hrsg.):
In: 2023 IEEE 21st International Conference on Industrial Informatics : INDIN 2023 : 17-20 July 2023, Lemgo, Germany,
[Piscataway, NJ]: IEEE.
ORCID: https://orcid.org/0000-0001-9428-3686
(2023):
Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts.
2023 IEEE 21st International Conference on Industrial Informatics (INDIN), Lemgo, Germany, 18-20 July 2023.
Jasperneite, Jürgen (Hrsg.):
In: 2023 IEEE 21st International Conference on Industrial Informatics : INDIN 2023 : 17-20 July 2023, Lemgo, Germany,
[Piscataway, NJ]: IEEE.
2021
Haensch, Anna-Carolina ORCID: https://orcid.org/0000-0001-6772-0393
(2021):
Dealing with various flavors of missing data in ex-post survey harmonization and beyond.
Dissertation,
Universität Mannheim
[PDF, 2MB]
ORCID: https://orcid.org/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. und 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, Bd. 184, Nr. 1: S. 201-226
[PDF, 891kB]
Lebacher, Michael; Thurner, Paul W. und Kauermann, Göran
(2020):
Exploring Dependence Structures in the International Arms Trade Network: A Network Autocorrelation Approach.
In: Statistical Modelling, Bd. 20, Nr. 2
Shao, Shuai und Kauermann, Göran
(2020):
Understanding price elasticity for airline ancillary services.
In: Journal of Revenue and Pricing Management, Bd. 19: S. 74-82
2019
Bauer, V.; Fürlinger, K. und Kauermann, G.
(2019):
A Note on Parallel Sampling in Markov Graphs.
In: Computational Statistics
2018
Kauermann, Göran; Becher, Heiko und Maier, Verena
(2018):
Exploring the statistical uncertainty in acceptable exposure limit values for hexavalent chromium exposure.
In: Journal of Exposure Science and Environmental Epidemiology, Bd. 28: S. 69-75
Kauermann, Göran und Seidl, Thomas
(19. März 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 und Kauermann, Göran
(2017):
Automated Processing of Webcam Images for Phenological Classification.
In: PLOS ONE 12(2), e0171918 , S. 1-23 [PDF, 3MB]
In: PLOS ONE 12(2), e0171918 , S. 1-23 [PDF, 3MB]
Schulze Waltrup, L. und Kauermann, G.
(2017):
Smooth Expectiles for Panel Data using Penalized Splines.
In: Statistics and Computing, Bd. 27, Nr. 1: S. 271-282
Thiemichen, S. und Kauermann, G.
(2017):
Stable Exponential Random Graph Models with Non-parametric Components for Large Dense Networks.
In: Social Networks, Bd. 49: S. 67-80
2016
Bothmann, Ludwig; Windmann, Michael und Kauermann, Göran
(2016):
Realtime Classification of Fish in Underwater Sonar Videos.
In: Journal of the Royal Statistical Society: Series C (Applied Statistics), Bd. 65, Nr. 4: S. 565-584
Brenner, Thomas und Kauermann, Göran
(2016):
Specialization and Convergence of Industry-Specific Employment in Germany: A Linear Mixed-Model Approach with Spatial Components.
In: Regional Studies, Bd. 50, Nr. 2: S. 326-341
Bruns, P.; Paschedag, H. und Kauermann, G.
(2016):
Anerkannte wissenschaftliche Grundsätze zur Erstellung qualifizierter Mietspiegel.
In: Zeitschrift für Miet- und Raumrecht, Bd. 69: S. 669-679
Deffner, Veronika; Küchenhoff, Helmut; Maier, Verena; Pitz, Mike; Cyrys, Josef; Breitner, Susanne; Schneider, Alexandra; Gu, Jinwei; Geruschkat, Uta und Peters, Annette
(2016):
Two-level statistical modeling of outdoor and time-activity patterns during three seasons.
In: Journal of Exposure Science and Environmental Epidemiology, Bd. 26, Nr. 1: S. 17-25
Kauermann, Göran und Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487
(2016):
Statistik, Data Science und Big Data.
In: AStA Wirtschafts - und Sozialstatistisches Archiv, Bd. 10, Nr. 2-3: S. 141-150
ORCID: https://orcid.org/0000-0002-6372-2487
(2016):
Statistik, Data Science und Big Data.
In: AStA Wirtschafts - und Sozialstatistisches Archiv, Bd. 10, Nr. 2-3: S. 141-150
Kauermann, Göran; Thomschke, Lorenz und Braun, Reiner
(2016):
Scheinargumente bei Mietspiegeldebatte - Was definiert "moderne Mietspiegel?".
In: Zeitschrift für Wirtschaftspolitik, Bd. 65, Nr. 3: S. 253-262
Kauermann, Göran und Windmann, Michael
(2016):
Mietspiegel heute zwischen Realität und statistischen Möglichkeiten.
In: AStA Wirtschafts - und Sozialstatistisches Archiv
Schulze Waltrup, Linda und Kauermann, Göran
(2016):
A Short Note on Quantile and Expectile Estimation in Unequal Probability Samples.
In: Survey Methodology, Bd. 42, Nr. 1: S. 179-187
Thiemichen, Stephanie; Friel, Nial; Caimo, Alberto und Kauermann, Göran
(2016):
Bayesian Exponential Random Graph Models with Nodal Random Effects.
In: Social Networks, Bd. 46: S. 11-28
2015
Kalus, Stefanie; Bothmann, Ludwig; Yassouridis, Christina; Czisch, Michael; Sämann, Philipp G. und Fahrmeir, Ludwig
(2015):
Statistical Modeling of Time-Dependent fMRI Activation Effects.
In: Human Brain Mapping, Bd. 36, Nr. 2: S. 731-743
Wegener, Michael und Kauermann, Göran
(2015):
Forecasting in nonlinear univariate time series using penalized splines.
In: Statistical Papers: S. 1-20
2014
Fensterer, Veronika; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Maier, Verena; Wichmann, Heinz-Erich; Breitner, Susanne; Peters, Annette; Gu, Jinwei und 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, Bd. 11, Nr. 5: S. 5094-5112
ORCID: https://orcid.org/0000-0002-6372-2487; Maier, Verena; Wichmann, Heinz-Erich; Breitner, Susanne; Peters, Annette; Gu, Jinwei und 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, Bd. 11, Nr. 5: S. 5094-5112
Kauermann, Göran und Meyer, Renate
(2014):
Penalized Marginal Likelihood Estimation of Finite Mixtures of Archimedean Copulas.
In: Computational Statistics, Bd. 29, Nr. 1-2: S. 283-306
Kauermann, Göran und Schellhase, Christian
(2014):
Flexible Pair-Copula Estimation in D-vines using Bivariate Penalized Splines.
In: Statistics and Computing, Bd. 24, Nr. 6: S. 1081-1100
Sabanés Bové, Daniel; Held, Leonhard und Kauermann, Göran
(2014):
Objective Bayesian Model Selection in Generalised Additive Models with Penalised Splines.
In: Journal of Computational and Graphical Statistics, Bd. 24, Nr. 2: S. 394-415
Schulze Waltrup, Linda; Sobotka, Fabian; Kneib, Thomas und Kauermann, Göran
(2014):
Expectile and Quantile Regression - David and Goliath?
In: Statistical Modelling, Bd. 15, Nr. 5: S. 433-456
[PDF, 3MB]
2013
Ensenauer, Regina; Chmitorz, Andrea; Riedel, Christina; Fenske, Nora; Hauner, Hans; Nennstiel-Ratzel, Uta und 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, Bd. 37, Nr. 4: S. 505-512
Kalus, Stefanie; Sämann, Philipp G. und 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
Kauermann, Göran und Kuhlenkasper, Torben
(2013):
Penalized Splines and Multilevel Models.
In: Scott, Marc; Simonoff, Jeffrey und Marx, Brian (Hrsg.):
Handbook of Multilevel Modelling. Los Angeles: Sage. S. 325-334
Kauermann, Göran; Schellhase, Christian und Ruppert, David
(2013):
Flexible Copula Density Estimation with Penalized Hierarchical B-Splines.
In: Scandinavian Journal of Statistics, Bd. 40, Nr. 4: S. 685-705
Konrath, Susanne; Kneib, Thomas und Fahrmeir, Ludwig
(2013):
Bayesian smoothing, shrinkage and variable selection in hazard regression.
In: Becker, Claudia; Fried, Roland und Kuhnt, Sonja (Hrsg.):
Robustness and Complex Data Structures. Festschrift in Honour of Ursula Gather. Berlin: Springer. S. 149-170
Mestekemper, Thomas; Kauermann, Göran und Smith, Michael
(2013):
A Comparison of Periodic Autoregressive and Dynamic Factor Models in Intraday Energy Demand Forecasting.
In: International Journal of Forecasting, Bd. 29, Nr. 1: S. 1-12
Riedel, Christina; Kries, Rüdiger von; Fenske, Nora; Strauch, Konstantin; Ness, Andy R. und 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, Bd. 21, Nr. 6: S. 1238-1242
Schmid, Matthias; Wickler, Florian; Maloney, Kelly O.; Mitchell, Richard; Fenske, Nora und Mayr, Andreas
(2013):
Boosted beta regression.
In: PLOS ONE 8(4), e61623 [PDF, 1MB]
In: PLOS ONE 8(4), e61623 [PDF, 1MB]
Sobotka, Fabian; Kauermann, Göran; Schulze Waltrup, Linda und Kneib, Thomas
(2013):
On Confidence Intervals for Geoadditive Expectile Regression Models.
In: Statistics and Computing, Bd. 23, Nr. 2: S. 135-148
2012
Heinzl, Felix; Kneib, Thomas und Fahrmeir, Ludwig
(2012):
Additive mixed models with Dirichlet process mixture and P-spline priors.
In: Advances in Statistical Analysis, Bd. 96, Nr. 1: S. 47-68
Kalus, Stefanie
(2012):
Biostatistical Modeling and Analysis of Combined fMRI and EEG Measurements.
München: Dr. Hut Verlag.
Kauermann, Göran; Haupt, Harry und Kaufmann, Nadeshda
(2012):
A Hitchhiker's View on Spatial Statistics and Spatial Econometrics for Lattice Data.
In: Statistical Modelling, Bd. 12, Nr. 5: S. 419-440
Kauermann, Göran und Meestekemper, Thomas
(2012):
A short note on quantifying and visualizing yearly variation in online monitored temperature data.
In: Statistical Modelling: An International Journal, Bd. 12: S. 195-209
Kauermann, Göran; Teuber, Timo und Flaschel, Peter
(2012):
Exploring US Business Cycles with Bivariate Loops using Penalized Spline Regression.
In: Computational Economics, Bd. 39: S. 409-427
Kauermann, Göran und 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, Bd. 39, Nr. 5: S. 995-1009
Mayr, Andreas; Hothorn, Torsten und Fenske, Nora
(2012):
Prediction intervals for future BMI values of individual children - A non-parametric approach by quantile boosting.
In: BMC Medical Research Methodology, Bd. 12: S. 6
Scheipl, Fabian; Fahrmeir, Ludwig und Kneib, Thomas
(2012):
Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models.
In: Journal of the American Statistical Association, Bd. 107, Nr. 500: S. 1518-1532
Schellhase, Christian und Kauermann, Göran
(2012):
Density Estimation and Comparison with a Penalized Mixture Approach.
In: Computational Statistics, Bd. 27, Nr. 4: S. 757-777
2011
Adebayo, Samson B.; Fahrmeir, Ludwig; Seiler, Christian und Heumann, Christian
(2011):
Geoadditive Latent Variable Modeling of Count Data on Multiple Sexual Partnering in Nigeria.
In: Biometrics, Bd. 67, Nr. 2: S. 620-628
Kneib, Thomas und Fahrmeir, Ludwig
(2011):
A Space-Time Study on Forest Health.
In: Chandler, Richard und Scott, Marian (Hrsg.):
Statistical Methods for Trend Detection and Analysis in the Environmental Sciences. Hoboken: Wiley & Sons. S. 333-358
Kneib, Thomas; Konrath, Susanne und 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), Bd. 60, Nr. 1: S. 51-70
Pyrka, Patricia; Wimmer, Valentin; Fenske, Nora; Fahrmeir, Ludwig und 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, Bd. 7, Nr. 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, Bd. 43, Nr. 14: S. 1-24
Svejdar, Viola; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Fahrmeir, Ludwig und 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, Bd. 18, Nr. 6: S. 849-860
ORCID: https://orcid.org/0000-0002-6372-2487; Fahrmeir, Ludwig und 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, Bd. 18, Nr. 6: S. 849-860
Wimmer, Valentin; Fenske, Nora; Pyrka, Patricia und Fahrmeir, Ludwig
(2011):
Exploring competition performance in decathlon using semi-parametric latent factor models.
In: Journal of Quantitative Analysis in Sports, Bd. 7, Nr. 4
2010
Fahrmeir, Ludwig; Kneib, Thomas und Konrath, Susanne
(2010):
Bayesian regularisation in structured additive regression: A unifying perspective on shrinkage, smoothing and predictor selection.
In: Statistics and Computing, Bd. 20, Nr. 2: S. 203-219
Kauermann, Göran und Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487
(2010):
Stichproben. Methoden und praktische Umsetzung mit R.
Berlin: Springer.
ORCID: https://orcid.org/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: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und 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, Bd. 126, Nr. 1: S. 105-111
ORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und 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, Bd. 126, Nr. 1: S. 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 und Hiendleder, Stefan
(2010):
Quantification of Leukocyte Genomic 5-Methylcytosine Levels Reveals Epigenetic Plasticity in Healthy Adult Cloned Cattle.
In: Cellular Reprogramming, Bd. 12, Nr. 2: S. 175-181
2009
Döring, Dorothea; Roscher, Anita; Scheipl, Fabian; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487 und Erhard, Michael H.
(2009):
Fear-related Behaviour of Dogs in Veterinary Practice.
In: The Veterinary Journal, Bd. 182, Nr. 1: S. 38-43
ORCID: https://orcid.org/0000-0002-6372-2487 und Erhard, Michael H.
(2009):
Fear-related Behaviour of Dogs in Veterinary Practice.
In: The Veterinary Journal, Bd. 182, Nr. 1: S. 38-43
Fahrmeir, Ludwig und 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, Bd. 71
Fahrmeir, Ludwig; Kneib, Thomas und Lang, Stefan
(2009):
Regression - Modelle, Methoden und Anwendungen.
2nd edition. Berlin: Springer Verlag.
Kalus, Stefanie; Kneib, Thomas; Steiger, Axel; Holsboer, Florian und 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, Bd. 296, Nr. 4: S. 1216-1227
Kauermann, Göran; Krivobokova, Tatyana und Fahrmeir, Ludwig
(2009):
Some Asymptotic Results on Generalized Penalized Spline Smoothing.
In: Journal of the Royal Statistical Society: Series B (Statistical Methodology), Bd. 71, Nr. 2: S. 487-503
Khatab, Khaled und 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, Bd. 81, Nr. 1: S. 116-128
Rau, Stephanie; Kohn, Barbara; Richter, Constance; Fenske, Nora; Küchenhoff, Helmut ORCID: https://orcid.org/0000-0002-6372-2487; Hartmann, Katrin; Härtle, Stefan; Kaspers, Bernd und Hirschberger, Johannes
(2009):
Der Intensivpatient mit Sepsis? Kanines Interleukin-6 als prognostischer Parameter.
In: Kleintierpraxis, Bd. 54, Nr. 4: S. 201-212
ORCID: https://orcid.org/0000-0002-6372-2487; Hartmann, Katrin; Härtle, Stefan; Kaspers, Bernd und Hirschberger, Johannes
(2009):
Der Intensivpatient mit Sepsis? Kanines Interleukin-6 als prognostischer Parameter.
In: Kleintierpraxis, Bd. 54, Nr. 4: S. 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: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und 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, Bd. 124, Nr. 5: S. 1047-1054
ORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und 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, Bd. 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 und 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, Bd. 24, Nr. 8: S. 449-467
Scheipl, Fabian und Kneib, Thomas
(2009):
Locally adaptive Bayesian P-splines with a normal-exponential-gamma prior.
In: Computational Statistics & Data Analysis, Bd. 53, Nr. 10: S. 3533-3552