Intraday Functional PCA Forecasting of Cryptocurrency Returns

Joann Jasiak, Cheng Zhong

We study the Functional PCA (FPCA) forecasting method in application to functions of intraday returns on Bitcoin. We show that improved interval forecasts of future return function…