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TABLE 14-16
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.
-Referring to 14-16, which of the following assumptions is most likely violated based on the residual plot for HP?
Negative Punishment
A behavior modification technique involving the removal of a desirable stimulus following an undesired behavior to decrease the likelihood of the behavior’s occurrence.
Positive Punishment
Adding an unpleasant stimulus to decrease a behavior, part of operant conditioning in psychology.
Operant Responding
A form of learning where behavior is modified by its consequences, such as rewards or punishments.
Operant Responding
A process in behavior analysis, emphasizing the influence of consequences on subsequent behavior.
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