1-Discuss the steps of conducting an out-of-sample forecast evaluation.

2-Conduct an out-of-sample forecast evaluation to determine if the following models are more accurate than a mean returns forecast with approximately 50% sample split.

ARMA(2)

AR(2)

ARDL(2,2) with lags of Market Returns (returnmkt)