My name is Sebastian Jensen.
I am Postdoc at Aarhus University, Denmark, working on Climate Econometrics and Machine Learning.
I have developed a novel, Neural Network-based panel data methodology together with colleagues from Aarhus University Eric Hillebrand and Mikkel Bennedsen, which combines panel fixed effects with a Neural Network regression component. More information can be found in the two papers:
- A Neural Network Approach to the Environmental Kuznets Curve by Bennedsen, Hillebrand, and Jensen (2023),
- Apocalypse Now? Projecting CO2 Emissions with Neural Networks by Bennedsen, Hillebrand, and Jensen (2021).
Python code for applying the proposed methodology and for reproducing the results of the paper A Neural Network Approach to the Environmental Kuznets Curve is available in this repository. Python code for reproducing the results of the paper Apocalypse Now? Projecting CO2 Emissions with Neural Networks will be available ASAP.
You can contact me via smjensen@econ.au.dk.