May I request someone to explain me in simple terms on how validate a time series model and also how to measure the forecast error in time series forecasting?
When it comes to measuring the forecast error, it depends on which goal you have in mind. Mean absolute percentage error (MAPE) is a commonly used measurement, but mainly because it is easy to explain.