I am looking forward to filling this section very soon.

Work in Progress

Distribution-on-Distribution Regression with Optimal Transport

– Ongoing Research Project

I study Regression Methods in settings with Distribution-Valued Random Variables. To do so I employ methods from Optimal Transport, a subfield of mathematics that has gained a lot of traction in recent years. The core idea is to embrace the geometry of the underlying Wasserstein-Space when performing regression. This idea allows us to obtain more intuitive and arguably better results than usual linear regression using tools (for example) from functional data analysis alone. In Economics this allows us to better understand how multiple distributions, such as income and wealth distributions, are related.


– Joint work with: Prof. Harold D. Chiang

I am looking forward to sharing more details about this project in the future.

Previous Projects

For Projects from my Master’s and Bachelor’s Program look here.