motion (GBM) process. That is, we show what difficulties can arise when failing to account for estimation risk. Our working … difficulties that can ensue when failing to account for estimation risk in valuation and hedging formulae. … parameter sigma, we derive the resulting marginal distribution of the approximated GBM. This allows us to derive post-estimation …