(LVR), loan documentation, loan type, loan purpose, and state. The data covers a cross-section of 25,537 mortgage loans … mortgage borrower. In this preliminary analysis, we find that the parametric model specification does not capture the … that the PD and the LVR, which is known to be a key determinant of mortgage default, have a nonlinear relationship that is …