New model predicts stock market trends with unprecedented accuracy.
Financial returns often show patterns of volatility, skewness, and leverage. A new model was developed to capture all three effects simultaneously. The model was tested on U.K. stock indices and showed improved efficiency when considering both skewness and leverage. Including skewness in the model affects the persistence of return variance. The model also better captures large shocks on returns compared to previous models.