Main
Jonathan Berrisch
Specialized in econometrics, highly skilled in R, C++, and Python. Currently working in academia, I stand between stats and information technology. I’m now researching probabilistic forecasting. I also enjoy contributing to open-source projects and spreading knowledge by creating meaningful and appealing visualizations.
Education
PhD. Candidate, Econometrics
University of Duisburg Essen
Essen
Current - 2020
- Probabilistic forecasting in energy markets
M.Sc., Economics
University of Duisburg Essen
Essen
2020 - 2017
- Focused on Econometrics
- Gathered experience in R
- Graduated with Distinction: 1.2
B.Sc. Economics and Business Administration
FernUniversität in Hagen
Remote
2017 - 2013
- Focused on Monetary Policy and Quantitative Economics
- Final Grade: 1.7
Research Experience
Research Assistant
University of Duisburg Essen
Essen
Current - 2020
- Chair of Environmental Economics and Renewable Energies Prof. Dr. Ziel
Research Aide
University of Duisburg Essen
Essen
2019 - 2018
- Chair of Econometrics: Prof. Dr. Christoph Hanck
- Working with R, Latex, Git, SQL
- First teaching experience
Industry Experience
Masters Degree Candidate
RWE Supply and Trading GmbH
Essen
2020 - 2020
- Developing forecasting models for European natural gas prices
- Working with Python, Tensorflow, SQL, Git
Service Employee
Stadtsparkasse Duesseldorf
Duesseldorf
2015 - 2014
Apprentice
Stadtsparkasse Duesseldorf
Duesseldorf
2014 - 2012
I gathered industry experience early by studying the bachelors to moonlight.
Publications
Modeling volatility and dependence of European carbon and energy prices
N/A
2023
- Jonathan Berrisch, Sven Pappert, Antonia Arsova, Florian Ziel
High-resolution peak demand estimation using generalized additive models and deep neural networks
N/A
2023
- Jonathan Berrisch, Florian Ziel
Multivariate Probabilistic CRPS Learning with an Application to Day-Ahead Electricity Prices
International Journal of Forecasting
N/A
2023
- Jonathan Berrisch, Florian Ziel
Distributional modeling and forecasting of natural gas prices
N/A
2022
- Jonathan Berrisch, Florian Ziel
Implementation of a Self-Enforcing Network to Identify Determinants of the WiFi Quality on German Highspeed Trains
N/A
2019
- Jonathan Berrisch, Timo Rammert, Christina Klüver
- Proceedings of the INTELLI 2019 conference
Conferences and Workshops
I’m excited about using the unbelievable amount of data we have to create solutions with impact.
International Ruhr Energy Conference (INREC)
Speaker
Essen
2023
- High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks
Statistische Woche 2023
Speaker
Dortmund
2023
- Modeling Volatility and Dependence of European Carbon and Energy Prices
ARGE Masterclass 2023 “Econometrics of Energy Markets“
Speaker
Berlin
2023
- Modeling Volatility and Dependence of European Carbon and Energy Prices
ECMI 2023 Conference
Speaker
Wrocław, Poland
2023
- Multivariate Probabilistic CRPS Learning: An Application to Day-Ahead Power Prices
Smart4RES Final Conference
Participant
Paris, France
2023
- Next-generation Forecasting of Renewable Generation for Large-scale Integration in Energy Systems and Markets
International Symposium on Forecasting
Speaker
Oxford
2022
- High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks
- Best Student Presentation Award
UseR! 2022 Conference
Speaker
Remote
2022
- An Introduction to Rcpp Modules
International Conference on Computational Finance 2022
Speaker
Wuppertal
2022
- Multivariate CRPS Learning with Applications to Electricity Price Forecasting
15TH RGS Doctoral Conference in Economics
Speaker
Remote
2022
- CRPS Learning
International Symposium on Forecasting
Speaker
Remote
2021
- CRPS Learning
European conference on Operational Research
Speaker
Remote
2021
- CRPS Learning
International Symposium on Forecasting
Speaker
Remote
2020
- Modeling and Probabilistic Forecasting of Natural Gas Prices
International Ruhr Energy Conference (INREC)
Speaker
Remote
2020
- Data Science Methods for Probabilistic Natural Gas Price Forecasting
INTELLI 2019 - The Eighth International Conference on Intelligent Systems and Applications
Speaker
Rome, Italy
2019
- Implementation of a Self-Enforcing Network to Identify Determinants of the WiFi Quality on German Highspeed Trains
The European Union, a union that does not work anymore?
Participant
Brussels, Belgium
2018
- Three-Day Study Trip
The 18th summer workshop: “European monetary policy in practice”
Deutsche Bundesbank
Eltville am Rhein
2018
- Two-Week Workshop on Monetary Policy
Voluntary
I like exchanging ideas, connecting to people and shaping the future.
Member of the Student Parliament
University of Duisburg Essen
Essen
2022 - 2020
Member of the Student Parliament Presidium
University of Duisburg Essen
Essen
2021 - 2020
Committees
University of Duisburg Essen
Essen
2020 - 2019
- Evaluation committee for Jun. Prof. Dr. Ziel (Student Member)
- Evaluation committee for Jun. Prof. Dr. Beck (Student Member)
- Appointments committee for a new proffessorship in economics esp. public finance (Student Member)
Mentor
University of Duisburg Essen
Essen
2018
- Supporting the elementary students of M.Sc. Economics