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SCENARIO 18-9
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.
A Roadmap for Analyzing Data 18-63
18-64 A Roadmap for Analyzing Data
-Referring to Scenario 18-9, what is the correct interpretation for the estimated coefficient for
SUV?
Orphanage
An institution dedicated to the care and education of orphans and abandoned children.
Married Parents
A parental unit consisting of two individuals who are legally married to each other and have one or more children together.
Autonomous Father
Refers to a father who independently makes parenting decisions and carries out parental responsibilities without relying extensively on others.
Constantly Traveled
Frequently moving from place to place without a permanent residence or spending a significant amount of time in transit.
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