Keep on smiling? The pricing of Quanto options when all covariances are stochastic

► We model the joint dynamics of asset prices when all covariances are stochastic. ► We present an integrated pricing approach for Quanto and plain-vanilla options. ► The model can explain the smile of stock options and currency options. ► Prices of Quanto and plain-vanilla options change independently of each other.