Forecast the Sales of Sweaters Essay Questions

Forecast the Sales of Sweaters Essay Questions

The data file sweater.xls shows the quarterly sales of sweaters of a large apparel store in the past 3 years (in 1000s units)

1. Construct a time series plot. What type of pattern exists in the data?
2. Use a multiple regression model with dummy variables as follows to develop an equation to account for seasonal effects in the data. Qtr1=1 if quarter 1, 0 otherwise; Qtr2=1 if quarter 2, 0 otherwise; Qtr3=1 if quarter 3, 0 otherwise.
3. Use a multiple regression model to develop an equation to account for trend and seasonal effects in the data. Use the dummy variables you developed in part b to capture seasonal effects and create a variable t such that t =1 for quarter 1 in year 1, t =2 for quarter 2 in year 1, . . . t =12 for quarter 4 in year 3.
4. Calculate MSE for both models. Which model (b or c) is more accurate? Why?
5. Forecast the sales of sweaters for Year 4, Quarters 1, 2, 3, 4.

POST

Year Quarter Sales of Sweaters (1000 of units)1181251371482192262382411311232933103411.

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