In this paper we focus on the analysis of the effect of prediction and estimation risk on the loss distribution, risk … parameters for the estimation of probability of default or asset correlation are not available, and usually have to be estimated … using historical data. The incorporation of prediction and estimation risk generally leads to broader loss distributions and …