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TABLE 17-9
What are the factors that determine the acceleration time (in sec.) from 0 to 60 miles per hour of a car? Data on the following variables for 171 different vehicle models were collected:
Accel Time: Acceleration time in sec.
Cargo Vol: Cargo volume in cu.ft.
HP: Horsepower
MPG: Miles per gallon
SUV: 1 if the vehicle model is an SUV with Coupe as the base when SUV and Sedan are both 0
Sedan: 1 if the vehicle model is a sedan with Coupe as the base when SUV and Sedan are both 0
The regression results using acceleration time as the dependent variable and the remaining variables as the independent variables are presented below. The various residual plots are as shown below.
The coefficient of partial determination (
) of each of the 5 predictors are,respectively,0.0380,0.4376,0.0248,0.0188,and 0.0312.
The coefficient of multiple determination for the regression model using each of the 5 variables Xj as the dependent variable and all other X variables as independent variables ( ) are,respectively,0.7461,0.5676,0.6764,0.8582,0.6632.
-Referring to Table 17-9,which of the following assumptions is most likely violated based on the residual plot of the residuals versus predicted Y?
Self-monitor
The act of observing and regulating one's own behavior in social situations to ensure it aligns with social norms or expectations.
Approval Seeker
A person who constantly seeks the validation or approval of others in order to feel valued.
Dress
A piece of clothing for women or girls that covers the body and extends down over the legs.
Socializing
The process of interacting with others to create relationships, adapt to social norms, or enjoy companionship.
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