When the underlying mean of a time series is very stable and there are no trend, cyclical, or seasonal influences,
A) a simple moving average forecast with n = 20 should perform about the same as a simple moving average forecast with n = 3.
B) a simple moving average forecast with n = 20 should outperform a simple moving average forecast with n = 3.
C) a simple moving average forecast with n = 3 should outperform a simple moving average forecast with n = 20.
D) an exponential smoothing forecast with alpha = 0.30 should outperform a exponential smoothing forecast with alpha = 0.01.

Question

Quizplus · Accepted Answer

The Answer of When the underlying mean of a time series is very stable and there are no trend, cyclical, or seasonal influences,
A) a simple moving average forecast with n = 20 should perform about the same as a simple moving average forecast with n = 3.
B) a simple moving average forecast with n = 20 should outperform a simple moving average forecast with n = 3.
C) a simple moving average forecast with n = 3 should outperform a simple moving average forecast with n = 20.
D) an exponential smoothing forecast with alpha = 0.30 should outperform a exponential smoothing forecast with alpha = 0.01.

When the Underlying Mean of a Time Series Is Very