A wide variety of conditional and stochastic variance models has been used to estimate latent volatility (or risk). In … both the conditional and stochastic volatility literature, there has been some confusion between the definitions of … volatilities. Then we develop a new asymmetric volatility model, which takes account of small and large, and positive and negative …