The article introduces a new model for predicting stock market volatility using a different mathematical transformation. By using this new method, the researchers were able to more accurately estimate volatility and returns. They found that the traditional method could lead to incorrect predictions and skewed results. The new model performed well in simulations and was tested on real stock market data.