Question: Consider the following time series data. Week 1 2 3 4 5 6 Value 19 14 16 10 18 15 Using the nave method (most
Consider the following time series data.
| Week | 1 | 2 | 3 | 4 | 5 | 6 |
| Value | 19 | 14 | 16 | 10 | 18 | 15 |
Using the nave method (most recent value) as the forecast for the next week, compute the following measures of forecast accuracy:
- Mean absolute error (MAE)
- Mean squared error (MSE)
- Mean absolute percentage error (MAPE)
Round your answers to two decimal places.
MAE = fill in the blank
MSE = fill in the blank
MAPE = fill in the blank
Using the average of all the historical data as a forecast for the next period, compute the same three values. Round your answers to two decimal places.
MAE = fill in the blank
MSE = fill in the blank
MAPE = fill in the blank
Which method appears to provide the more accurate forecasts for the historical data?
Native Method or Average of all historical data
Explain.
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