Before revision:  By generalizing the concept of stochastic inversion of v-transforms, models are obtained that can describe both stochastic volatility in the magnitude of price movements and serial correlation in their directions.
After revision:  By generalizing the concept of stochastic inversion of v-transforms, models are constructed that can describe both stochastic volatility in the magnitude of price movements and serial correlation in their directions.