This paper analyzes human capital externalities from high-skilled workers by applying
functional regression to precise geocoded register data. Functional regression enables us to …

The present thesis intends to contribute to the literature on functional data analysis (FDA) but
it also aims to demonstrate that FDA provides useful methods to address empirical questions …

The level of education grows steadily. Between 1980 and 2014, the percentage of male
regular full-time workers in West Germany with a degree from a university or university of …

During the last two decades, a branch of statistics called functional data analysis (FDA) has
become quite popular. Numerous applications, especially related to environmental statistics …

We study the impact of rising robot exposure on the careers of individual manufacturing
workers, and the equilibrium impact across industries and local labor markets in Germany …