Mallows Model Averaging: Python Example
Quick Facts Mallows Model Averaging (MMA) (Hansen 2007) combines predictions from multiple models to minimize the mean squared prediction error (MSE), balancing predictive accuracy against model complexity. Hansen demonstrates that MMA is asymptotically optimal, achieving the lowest possible squared error within a class of discrete model averaging estimators. ...