Sampling effects on Lasso estimation of drift functions in high-dimensional diffusion processes

Chiara Amorino, Francisco Pina, Mark Podolskij

In this paper, we address high-dimensional parametric estimation of the drift function in diffusion models, specifically focusing on a $d$-dimensional ergodic diffusion process obs…