Financial factors selection with knockoffs: fund replication, explanatory and prediction networks

Damien Challet, Christian Bongiorno, Guillaume Pelletier

We apply the knockoff procedure to factor selection in finance. By building fake but realistic factors, this procedure makes it possible to control the fraction of false discovery…