A penalized two-pass regression to predict stock returns with time-varying risk premia

Gaetan Bakalli, Stéphane Guerrier, Olivier Scaillet

We develop a penalized two-pass regression with time-varying factor loadings. The penalization in the first pass enforces sparsity for the time-variation drivers while also maintai…