This study addresses . the problem of weighting implied volatilities ~, atitaiin ru ~e volatility measure for estimating option prices. Four methods were examn.edL 1llie: !iillRillest prediction error was found using an implied volatility weighted by the derivative of the option price with respect· to its standard deviation.