Question
(3) Business at Terry's Tie Shop can be viewed as falling into three distinct seasons: (1) Christmas (November-December); (2) Father's Day (late May - mid-June);
(3) Business at Terry's Tie Shop can be viewed as falling into three distinct seasons: (1) Christmas (November-December); (2) Father's Day (late May - mid-June); and (3) all other times. Average weekly sales (in $'s) during each of these three seasons during the past four years has been as follows:
Season Year 1 Year 2 Year 3 Year 4
1 1856 1995 2241 2280
2 2012 1850 1430 2408
3 1716 1072 1105 1560
Estimate beta coefficients and the intercept of the following forecasting model with seasonality.
Sales_t = b0 + b1*S1 + b2*S2
where S1 and S2 represent dummy variables for season 1 and season 2, respectively.
What is the forecast for year 5 season 3?
(a) 1363.25
(b) 2093
(c ) -729.75
(d) 729.75
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