Göran Kauermann

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 33

Top Topics

Random Graph Models

Finite Mixtures

Abdominal Aortic Aneurysm

Top Venues

AStA Wirtschafts und Sozialstatistisches Arch.

Publications

Christoph Striegel, Jonas Biehler, Göran Kauermann
Weighted high dimensional data reduction of finite element features: an application on high pressure of an abdominal aortic aneurysm. Comput. Stat. 39 (5) (2024)
Yu-Wen Huang, Christian Prehofer, William Lindskog, Ron Puts, Pietro Mosca, Göran Kauermann
Predictive Energy Management for Battery Electric Vehicles with Hybrid Models. CoRR (2024)
Christoph Koller, Göran Kauermann, Xiao Xiang Zhu
Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance in Earth Observation? IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Christoph Striegel, Göran Kauermann, Jonas Biehler
Weighted high dimensional data reduction of finite Element Features - An Application on High Pressure of an Abdominal Aortic Aneurysm. CoRR (2023)
Cornelius Fritz, Marius Mehrl, Paul W. Thurner, Göran Kauermann
All that glitters is not gold: Relational events models with spurious events. Netw. Sci. 11 (2) (2023)
Göran Kauermann, Michael Windmann
Die Berücksichtigung von außergesetzlichen Merkmalen bei der Mietspiegelerstellung - Kausalität versus Vorhersage. AStA Wirtschafts und Sozialstatistisches Arch. 17 (2) (2023)
Cornelia Gruber, Patrick Oliver Schenk, Malte Schierholz, Frauke Kreuter, Göran Kauermann
Sources of Uncertainty in Machine Learning - A Statisticians' View. CoRR (2023)
Katharina Hechinger, Christoph Koller, Xiao Xiang Zhu, Göran Kauermann
Towards Label Embedding - Measuring classification difficulty. CoRR (2023)
Oliver Trinkaus, Göran Kauermann
Can machine learning algorithms deliver superior models for rental guides? AStA Wirtschafts und Sozialstatistisches Arch. 17 (3) (2023)
Daniel Racek, Brittany I. Davidson, Paul W. Thurner, Göran Kauermann
The Politics of Language Choice: How the Russian-Ukrainian War Influences Ukrainians' Language Use on Twitter. CoRR (2023)
Cornelius Fritz, Giacomo De Nicola, Felix Günther, David Rügamer, Martje Rave, Marc Schneble, Andreas Bender, Maximilian Weigert, Ralph Brinks, Annika Hoyer, Ursula Berger, Helmut Küchenhoff, Göran Kauermann
Challenges in Interpreting Epidemiological Surveillance Data - Experiences from Germany. J. Comput. Graph. Stat. 32 (3) (2023)
Göran Kauermann
Buchrezension zu "Angewandte Data Science" von Lothar Blum (Hrsg.). Wirtschaftsinformatik Manag. 15 (6) (2023)
Christoph Striegel, Jonas Biehler, Wolfgang A. Wall, Göran Kauermann
A Multifidelity Function-on-Function Model Applied to an Abdominal Aortic Aneurysm. Technometrics 64 (3) (2022)
Giacomo De Nicola, Victor H. Tuekam Mambou, Göran Kauermann
Exploring the latent social space of COVID-19 Twitter elites. CoRR (2022)
Cornelius Fritz, Marius Mehrl, Paul W. Thurner, Göran Kauermann
Exponential Random Graph Models for Dynamic Signed Networks: An Application to International Relations. CoRR (2022)
Benjamin Sischka, Göran Kauermann
EM-based smooth graphon estimation using MCMC and spline-based approaches. Soc. Networks 68 (2022)
Giacomo De Nicola, Göran Kauermann, Michael Höhle
On assessing excess mortality in Germany during the COVID-19 pandemic. AStA Wirtschafts und Sozialstatistisches Arch. 16 (1) (2022)
Christoph Koller, Göran Kauermann, Xiao Xiang Zhu
Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance? CoRR (2022)
Giacomo De Nicola, Göran Kauermann
An update on excess mortality in the second year of the COVID-19 pandemic in Germany. AStA Wirtschafts und Sozialstatistisches Arch. 16 (1) (2022)
Sevag Kevork, Göran Kauermann
Bipartite exponential random graph models with nodal random effects. Soc. Networks 70 (2022)
Yu-Wen Huang, Christian Prehofer, William Lindskog, Ron Puts, Pietro Mosca, Göran Kauermann
Predictive Energy Management for Battery Electric Vehicles with Hybrid Models. INTSYS (2022)
Cornelius Fritz, Paul W. Thurner, Göran Kauermann
Separable and semiparametric network-based counting processes applied to the international combat aircraft trades. Netw. Sci. 9 (3) (2021)
Anne Beyer, Göran Kauermann, Hinrich Schütze
Embedding Space Correlation as a Measure of Domain Similarity. LREC (2020)
Göran Kauermann
Data Science - Einige Gedanken aus Sicht eines Statistikers. Inform. Spektrum 42 (6) (2020)
Göran Kauermann, Michael Windmann, Ralf T. Münnich
Datenerhebung bei Mietspiegeln: Überblick und Einordnung aus Sicht der Statistik. AStA Wirtschafts und Sozialstatistisches Arch. 14 (2) (2020)
Cornelius Fritz, Michael Lebacher, Göran Kauermann
Tempus Volat, Hora Fugit - A Survey of Dynamic Network Models in Discrete and Continuous Time. CoRR (2019)
Verena Bauer, Karl Fürlinger, Göran Kauermann
A note on parallel sampling in Markov graphs. Comput. Stat. 34 (3) (2019)
Göran Kauermann, Thomas Seidl
Data Science: a proposal for a curriculum. Int. J. Data Sci. Anal. 6 (3) (2018)
Linda Schulze Waltrup, Göran Kauermann
Smooth expectiles for panel data using penalized splines. Stat. Comput. 27 (1) (2017)
Stephanie Thiemichen, Göran Kauermann
Stable exponential random graph models with non-parametric components for large dense networks. Soc. Networks 49 (2017)
Göran Kauermann, Michael Windmann
Mietspiegel heute. AStA Wirtschafts und Sozialstatistisches Arch. 10 (4) (2016)
Stephanie Thiemichen, Nial Friel, Alberto Caimo, Göran Kauermann
Bayesian exponential random graph models with nodal random effects. Soc. Networks 46 (2016)
Göran Kauermann, Helmut Küchenhoff
Statistik, Data Science und Big Data. AStA Wirtschafts und Sozialstatistisches Arch. 10 (2-3) (2016)
Göran Kauermann, Christian Schellhase
Flexible pair-copula estimation in D-vines using bivariate penalized splines. Stat. Comput. 24 (6) (2014)
Göran Kauermann, Renate Meyer
Penalized marginal likelihood estimation of finite mixtures of Archimedean copulas. Comput. Stat. 29 (1) (2014)
Fabian Sobotka, Göran Kauermann, Linda Schulze Waltrup, Thomas Kneib
On confidence intervals for semiparametric expectile regression. Stat. Comput. 23 (2) (2013)
Christian Schellhase, Göran Kauermann
Density estimation and comparison with a penalized mixture approach. Comput. Stat. 27 (4) (2012)
Göran Kauermann, Michael Wegener
Functional variance estimation using penalized splines with principal component analysis. Stat. Comput. 21 (2) (2011)
Göran Kauermann, Karl Mosler
Vorwort der Herausgeber. AStA Wirtschafts und Sozialstatistisches Arch. 4 (1) (2010)
Göran Kauermann, John T. Ormerod, Matthew P. Wand
Parsimonious Classification Via Generalized Linear Mixed Models. J. Classif. 27 (1) (2010)
Göran Kauermann, Hans Peter Wolf
Gedanken zur Statistikausbildung an deutschen Hochschulen. AStA Wirtschafts und Sozialstatistisches Arch. 2 (1-2) (2008)
Göran Kauermann, Ronghui Xu, Florin Vaida
Stacked Laplace-EM algorithm for duration models with time-varying and random effects. Comput. Stat. Data Anal. 52 (5) (2008)
Göran Kauermann, Pavel Khomski
Additive two-way hazards model with varying coefficients. Comput. Stat. Data Anal. 51 (3) (2006)
Göran Kauermann
Penalized spline smoothing in multivariable survival models with varying coefficients. Comput. Stat. Data Anal. 49 (1) (2005)
Gerhard Tutz, Göran Kauermann
Generalized linear random effects models with varying coefficients. Comput. Stat. Data Anal. 43 (1) (2003)