LIFE Fellow since 2019, Humboldt-Universität zu Berlin
My main area of
interest are the methods for studying how individuals change over time.
For my master thesis in psychology at the Humboldt University of Berlin I
introduced LASSO regularization to dynamic panel models. The objective
was to improve the generalizability of models built in small samples.
As a doctoral student I will continue this research with the team of Manuel Völkle. Building on my previous work I want to expand LASSO regularization to network models built within the continuous time framework. This could provide new insight in the dynamics of change over time.
Statistical learning in psychological research: Methods and applications