Michalski, Tomasz; Amat, Christophe - HEC Paris (École des Hautes Études Commerciales) - 2014
Simple exchange rate models based on economic fundamentals were shown to have a difficulty in beating the random walk when predicting the exchange rates out of sample in the modern floating era. Using methods from machine learning -- sequential adaptive ridge regression -- that prevent...