the signs of persistence that the unemployment indicator shows in its behavior; nevertheless, starting from the estimation …In this work the precision and stability of the forecasts of Chile's unemployment rates are analyzed. Said models were … obtained, which empirically upholds the proposal of addressing the unemployment rate as a non stationary series. The evaluation …