In this paper we examine the incentives for lenders to steer borrowers into piggyback loan structures to circumvent regulations requiring primary mortgage insurance (PMI) for loans with loan to value ratios (LTV) above 80%. Our empirical analysis focuses on propensity score matched portfolios of...