In this paper we present a stochastic model that allows to derive estimators for the Mean Squared Error of Prediction (MSEP) of the one-year uncertainty related to the premium and Unearned Premium Reserve (UPR) risk (as defined according to the modified Swiss Solvency Test methodology outlined...