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TABLE 15-5
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 coefficient of multiple determination (R) 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 15-5, there is reason to suspect collinearity between some pairs of predictors based on the values of the variance inflationary factor.
Urinary Tract Infection
An infection in any part of the urinary system, including kidneys, ureters, bladder, and urethra, commonly caused by bacteria.
Diabetes Mellitus
A group of diseases characterized by high levels of blood glucose resulting from defects in insulin production, insulin action, or both.
Nephron
The structural and functional unit of the kidney, with each kidney containing approximately 1 million nephrons.
Glomerulus
A collection of capillary vessels within the kidney involved in the initial formation of urine.
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