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A model to forecast quarterly sales (in $100,000s) has been estimated as follows: yt = 0

Statistics Mar 08, 2021

A model to forecast quarterly sales (in $100,000s) has been estimated as follows: yt = 0.3t+2Q1 +0.8Q2 +5,

where Q1 is the dummy variable for quarter 1, Q2 is the dummy variable for quarter 2, and Q3 is the dummy variable for quarter 3. When all the three dummy variables are 0, we have quarter 4. Therefore quarter 4 is the baseline.

(a) Assuming that the time series used starts at the 1st quarter of 2000 (where t=1) and ends at the 4th quarter of 2012, what would the forecast for the first and third quarter of 2015 be? Show computation please.

(b) What can be inferred from the fact that this forecasting model contains no coefficients for Quarter 3?

 

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