Question: Is the regression equation a good model based on R 2 ? (see info/equation below) QAW = -150,000 - 2400 PAW + 1520PGearS + 1200
Is the regression equation a good model based on R2? (see info/equation below)
QAW = -150,000 - 2400 PAW + 1520PGearS + 1200 PPebble - 1200 PiPhone6 + 44 A
QAW is the quantity demanded of the Apple Watch per week.
PAW is the price of the Apple Watch (dollars per unit).
PGearS is the price of the Samsung Gear S watch (dollars per unit).
PPebble is the price of the Pebble Steel (dollars per unit).
PiPhone6 is the price of the mid-range iPhone 6 smartphone (dollars per unit).
A is the quarterly targeted advertising budget for the Apple Watch (in thousands of
dollars per quarter).
As the team prepared for launch, they contemplated a scenario with the following variable values: PAW =$349, PGearS =$380, PPebble =$220, PiPhone6 =$299, A=$15,500. Regression analysis results showed the coefficient of determination to be 0.7581 and the standard error of the estimate to be 30,000.
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