Technical Deep Dive, Forecasting, Data Science, Model Validation, Evaluation Metric.
forecast is generated by a distribution, the MSE is minimised by a forecast equal to the mean of the distribution. While MAE is minimised by a forecast equal to the mean of the distribution. Through minimising MSE, you are indirectly optimising the model to make the mean of the predicted values as