My name is Maximilian Coblenz.
This site gives an overview on my current and past research activities.
Kächele, F., Coblenz, M., Grothe, O. (2025), A comparison of latent space modeling techniques in a plain-vanilla autoencoder setting, Machine Learning, 114: 151.
Holz, S., Coblenz, M., Koch, R., Bauer, H.-J., Grothe, O. (2024), Two approaches for constructing multivariate injection models for prefilming airblast atomizers, International Journal of Multiphase Flow, 104999.
Mohr, R., Coblenz, M., Kirst, P. (2023), Globally Optimal Univariate Spline Approximations, Computational Optimization and Applications, 85: 409-439.
Coblenz, M., Grothe, O., Hermann, K., Hofert, M. (2022), Smooth Bootstrapping of Copula Functionals, Electronic Journal of Statistics, 16(1): 2250-2606.
Coblenz, M. (2021), MATVines: A vine copula package for MATLAB, SoftwareX, 14: 100700.
Coblenz, M., Holz, S., Bauer, H.-J., Grothe, O., Koch, R. (2020), Modelling Fuel Injector Spray Characteristics in Jet Engines by Using Vine Copulas, Journal of the Royal Statistical Society, Series C (Applied Statistics), 69(4): 863-886.
Coblenz, M., Dyckerhoff, R., Grothe, O. (2018), Confidence Regions for Multivariate Quantiles, Water, 10: 996.
Coblenz, M., Grothe, O., Schreyer, M., Trutschnig, W. (2018), On the length of copula level curves, Journal of Multivariate Analysis, 167: 347-365.
Breig, R., Coblenz, M., Pelz, M. (2018), Enhancing simulation-based theory development in entrepreneurship through statistical validation, Journal of Business Venturing Insights, 9: 53-59.
Coblenz, M., Dyckerhoff, R., Grothe, O. (2018), Nonparametric Estimation of Multivariate Quantiles, Environmetrics, 29(2): 1-23.
Teschner, F., Coblenz, M., Weinhardt, C. (2012), Short-Selling in Prediction Markets, The Journal of Prediction Markets, 5(2): 14-31.
Liu, B., Coblenz, M., Grothe, O. (2025), Copula-based Probabilistic Prediction of Grid Frequency Dynamics, Proceedings of the 16th ACM International Conference on Future and Sustainable Energy Systems (e-Energy '25), Association for Computing Machinery, New York, NY, USA: 733-741.
Liu, B., Coblenz, M., Grothe, O. (2024), Predicting grid frequency short-term dynamics with Gaussian processes and sequence modeling, Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy '24), Association for Computing Machinery, New York, NY, USA: 535-550.
Coblenz, M. (2018), Advances in Dependence Modeling: Multivariate Quantiles, Copula Level Curve Lengths, and Non-Simplified Vine Copulas, Ph.D. Thesis, KIT Karlsruhe.
14.12.2024: The Flow Copula Class, 18th International Joint Conference CFE-CMStatistics (CMStatistics 2024), King's College London, UK.
21.03.2019: Modeling Fuel Injector Spray Characteristics Of Jet Engines Using Vine Copulas, DAGStat 2019, LMU München, Germany.
07.03.2019: A new relaxation of the simplifying assumption in vine copulas, Stochastic Models, Statistics and their Application (SMSA 2019), TU Dresden, Germany.
15.12.2018: Confidence Regions for Multivariate Quantiles, 11th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2018), University of Pisa, Italy.
22.08.2018: On the Length of Copula Level Curves, ATMS Workshop on Multi- and high-dimensional statistics, Copulas, Survival Analysis, and Model selection, KU Leuven, Belgium.
17.12.2017: Nonparametric estimation of multivariate quantiles in small sample sizes, 10th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2017), University of London, UK.
18.09.2017: Multivariate Quantiles: Nonparametric Estimation and Applications to Risk Management, Seminar Department of Statistics and Actuarial Science, University of Waterloo, Canada.
03.07.2017: The Length of Copula Level Curves, Copulas and Their Applications - To commemorate the 75th birthday of Professor Roger B. Nelsen, University of Almeria, Spain.
30.05.2017: Nonparametric Estimation of Multivariate Quantiles, Seminar Department of Mathematics, University of Oslo, Norway.
since 2022: Professor for Business Information Systems at Department of Services and Consulting, Ludwigshafen University of Business and Society.
2020 - 2022: Data Scientist at 1&1 Telecommuncation SE.
2019 - 2020: Data Scientist at EXXETA AG.
2015 - 2019: Research and Teaching Assistant at the Institute of Operations Research (IOR).
2018: PhD in Statistics, Karlsruhe Institute of Technology.
2013 - 2015: Risk Controller at Landesbank Baden-Württemberg.
2013: M.Sc. Economics Engineering, Karlsruhe Institute of Technology.
2012: M.Sc. Finance and Investment, University of Nottingham.
2011: B.Sc. Business Engineering, Karlsruhe Institute of Technology.