Marshall, Andrew; Tang, Leilei; Milne, Alistair - In: Journal of Empirical Finance 17 (2010) 3, pp. 501-512
This paper investigates the effect of including the customer loan approval process to the estimation of loan performance and explores the influence of sample selection bias in predicting the probability of default. The bootstrap variable reduction technique is applied to reduce the variable...