Answer:
The estimated value of the Batting Average is 0.229.
Step-by-step explanation:
In this case regression analysis is to performed to determine if there is a significant linear relationship for Batting Averages with Runs Score, Doubles, Triples, Home Runs and Strike Outs.
The independent and dependent variables are as follows:
<em>y</em> = Batting Averages
<em>x</em>₁ = Runs Score/Times at Bat
<em>x</em>₂ = Doubles/Times at Bat
<em>x</em>₃ = Triples/Times at Bat
<em>x</em>₄ = Home Runs/Times at Bat
<em>x</em>₅= Strike Outs/Times at Bat
The regression analysis can be performed in Excel.
Consider the regression output attached.
The regression equation is as follows:
Now estimate the Batting Average when Run Score (<em>x</em>₁) = 0.123, Doubles (
<em>x</em>₂) = 0.040, Triples (<em>x</em>₃) = 0.0045 , Home Runs (
<em>x</em>₄) = 0.009 and Strike Outs (<em>x</em>₅) = 0.189 as follows:
Thus, the estimated value of the Batting Average is 0.229.