Question: Consider the following time series data. Week 1 2 3 4 5 6 Value 18 13 16 11 17 14 The following are the results

Consider the following time series data.

Week 1 2 3 4 5 6
Value 18 13 16 11 17 14

The following are the results using 2 different methods as the forecast for the next week:

Nave method (most recent value) Average of all the historical data
a. Mean absolute error 4.40 2.73
b. Mean squared error 20.80 10.86
c. Mean absolute percentage error 31.88 % 21.17 %

Which method appears to provide the more accurate forecasts for the historical data?

- Select your answer -Nave method (most recent value)Average of all the historical dataItem 1

Explain.

The MAE, MSE, and MAPE using the average of all historical data are all - Select your answer -greater or less than the MAE, MSE, and MAPE using the naive method.

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