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TABLE 16-13 A Local Store Developed a Multiplicative Time-Series Model to Forecast

question 99

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TABLE 16-13
A local store developed a multiplicative time-series model to forecast its revenues in future quarters, using quarterly data on its revenues during the 4-year period from 1998 to 2002. The following is the resulting regression equation:
log10Y^ = 6.102 + 0.012 X - 0.129 Q1 - 0.054 Q2 + 0.098 Q3
where
Y^ is the estimated number of contracts in a quarter
X is the coded quarterly value with X = 0 in the first quarter of 1998.
Q1 is a dummy variable equal to 1 in the first quarter of a year and 0 otherwise.
Q2 is a dummy variable equal to 1 in the second quarter of a year and 0 otherwise.
Q3 is a dummy variable equal to 1 in the third quarter of a year and 0 otherwise.
-Referring to Table 16-13, the best interpretation of the constant 6.102 in the regression equation is

Comprehend the criteria for successful market segments and the concept of segment viability.
Understand the concept of the evoked set in consumer decision-making.
Explain various target marketing strategies and their relevance to reaching noncustomers.
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Definitions:

Supply Curve

A visual diagram that illustrates the connection between a product's price and the amount of the product that sellers are prepared to offer.

Quantity Supplied

The amount of a good or service that producers are willing and able to sell at a given price over a specified period.

Decrease in Quantity

A reduction in the amount of a good or service produced or available for sale.

Gardenburgers

A brand of meatless burgers made primarily from vegetables and grains.

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