Hao Wang

Fourier-Domain Features and Machine Learning for Maximum Drawdown Prediction in the CSI 1000 Index

In the field of investment decision-making and risk management, maximum drawdown is a key measure of downside risk. Time-domain variables such as returns, volatility, historical drawdowns, trading volume, and turnover are relied on by existing studies, but frequency-domain structures receive less attention. This study...