We quantify the effects on contingent claim valuation of using an estimator for the volatility of a geometric Brownian … problem uses a direct estimator of volatility based on the sample standard deviation of increments from the underlying … Brownian motion. After substituting into the GBM the direct volatility estimator for the true, but unknown, value of the …