Deep Partial Least Squares for Empirical Asset Pricing

Matthew F. Dixon, Nicholas G. Polson, Kemen Goicoechea

We use deep partial least squares (DPLS) to estimate an asset pricing model for individual stock returns that exploits conditioning information in a flexible and dynamic way while…