Answer To: Outcomes To successfully complete this project, you will be expected to apply what you have learned...
Pooja answered on Apr 23 2021
Introduction
The dependent variable is AVG. AVG is a quantitative variable which is measured by the ratio scale of measurement. The independent variables are AB, R, H, 2B, 3B, HR, RBI, and American. AB, R, H, 2B, 3B, HR, RBI are quantitative variables which are measured by the ratio scale of measurement. American is a qualitative variable. It has the value 1 if the player is American and zero if national or both. I want to predict the avg on the basis of AB, R, H, 2B, 3B, HR, RBI, and American. The technique of regression analysis is used to obtain a reliable regression equation.
Regression Model Building
Initial Model
The initial regression equation is AVG = 0.28895 - 0.00056*AB + 0.000152*R + 0.0019*H - 0.00018*2B - 0.000207*3B - 0.000099*HR + 0.0000587*RBI - 0.0017*American
The regression output is given below.
Regression Analysis: AVG versus AB, R, H, 2B, 3B, HR, RBI, American
Method
Categorical predictor coding (1, 0)
Analysis of Variance
Source DF Adj SS Adj MS F-Value P-Value
Regression 8 0.055538 0.006942 287.48 0.000
AB 1 0.041991 0.041991 1738.84 0.000
R 1 0.000193 0.000193 8.01 0.006
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