Publications in Academic Journals

(2022).
Testing the simplifying assumption in high-dimensional vine copulas.
Electronic Journal of Statistics 16 (2) 5226–5276.

Code DOI URL

(2022).
Risk Assessment and Spurious Seasonality.
Econometrics and Statistics (forthcoming).

DOI URL

(2022).
DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python.
Journal of Machine Learning Research 23 (53), 1–6.

Code Project URL

(2021).
Distributed Double Machine Learning with a Serverless Architecture.
In Companion of the ACM/SPEC International Conference on Performance Engineering (ICPE ‘21). Association for Computing Machinery, New York, NY, USA, 27–33.

Code DOI URL

(2019).
Simplified vine copula models: Approximations based on the simplifying assumption.
Electronic Journal of Statistics 13 (1), 1254–1291.

DOI URL

(2016).
The partial copula: Properties and associated dependence measures.
Statistics & Probability Letters 119, 76–83.

DOI URL

Working Papers

(2022).
Double machine learning for partial correlations and partial copulas.
Unpublished Working Paper.

(2021).
DoubleML - An Object-Oriented Implementation of Double Machine Learning in R.
ArXiv Working Paper.

Code Project arXiv Preprint

Software

Experience

 
 
 
 
 
January 2024 – Present

Staff Engineer

Scalable Capital GmbH, Munich

 
 
 
 
 
December 2022 – December 2023

VP Research

Lakeside Quants GmbH, Tettnang

 
 
 
 
 
March 2022 – November 2022

Postdoctoral Researcher

Chair of Applied Econometrics (Prof. Dr. Helmut Farbmacher), TUM School of Management, Technical University of Munich

 
 
 
 
 
September 2020 – February 2022

Postdoctoral Researcher

Chair for Statistics (Prof. Dr. Martin Spindler), Faculty of Business Administration, University of Hamburg

 
 
 
 
 
September 2019 – August 2020

Quantitative Researcher & Manager

Scalable Capital GmbH, Munich

 
 
 
 
 
October 2018 – August 2019

Quantitative Researcher

Scalable Capital GmbH, Munich

 
 
 
 
 
February 2015 – September 2018

Financial Engineer / Quantitative Strategist

Scalable Capital GmbH, Munich

 
 
 
 
 
November 2013 – October 2018

Research & Teaching Assistant

Chair of Financial Econometrics (Prof. Stefan Mittnik, PhD), Department of Statistics, Ludwig-Maximilians-Universität München

 
 
 
 
 
October 2011 – July 2013

Student Research Assistant

Institute for Capital Markets and Corporate Finance (Prof. Dr. Markus Glaser), Munich School of Management, Ludwig-Maximilians-Universität München

 
 
 
 
 
October 2010 – March 2011

Student Teaching Assistant

Chair of Accounting (Prof. Dr. Ulrike Stefani), Universität Konstanz

 
 
 
 
 
June 2010 – July 2011

Student Research Assistant

Chair of Business Administration, especially Corporate Finance (Prof. Dr. Markus Glaser), Universität Konstanz

 
 
 
 
 
October 2009 – March 2010

Student Teaching Assistant

Chair of Accounting (Prof. Dr. Ulrike Stefani), Universität Konstanz

 
 
 
 
 
August 2009 – October 2009

Internship

Credit Loan Division (especially Corporate Clients), Internationales Bankhaus Bodensee AG, Friedrichshafen