On MAP estimates and source conditions for drift identification in SDEs

Daniel Tenbrinck, Nikolas Uesseler, Philipp Wacker +1

We consider the inverse problem of identifying the drift in an SDE from $n$ observations of its solution at $M+1$ distinct time points. We derive a corresponding MAP estimate, we p…