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1. Use the three forecast methods: single moving average of period 3, single exponential smoothing with smoothing constant 0.5, and a third-order autoregressive model, to forecast the data for the next month.
2. For each of the three methods, calculate MAD and determine which is the best method.
3. For each of the three methods, calculate MSE and determine which is the best method.
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