New model corrects stock market return-volatility correlation, improving forecasting accuracy.
The study improved a model for predicting stock market movements by including past volatility data. This new model found a smaller correlation between returns and volatility on U.S. stock indexes. When tested on future data, the new model made more accurate predictions than the old one. The study also showed that the relationship between returns and volatility changes over time.