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How Much Data Is Needed To Start Forecasting?

As a rule of thumb, I personally like to have 3 times more historical data relative to my forecast horizon (the distance into the future I want to forecast). However, this amount of data is not necessarily a hard stop when you use simpler forecasting methods such as ARIMA and exponential smoothing. The reason I …