Pozzolo, Alberto Franco - Banca d'Italia - 2004
bank loans, using a sample of over 50,000 individual lines of credit granted by Italian banks. Two empirical models are … singling out the direct effect of the presence of guarantees on credit risk. The empirical results show that real guarantees … problems. Controlling for borrowers� characteristics, both real and personal guarantees reduce ex-ante credit risk. …