The Nonstationarity-Complexity Tradeoff in Return Prediction

Agostino Capponi, Chengpiao Huang, J. Antonio Sidaoui +2

Does more data improve return prediction? In non-stationary financial markets, longer training windows improve prediction of complex models but incorporate outdated economic regime…