Use Computer Software to Find the Best Multiple Regression Equation $X _ { 1 } , X _ { 2 } , X _ { 3 }$

Multiple Choice

Use computer software to find the best multiple regression equation to explain the variation in the dependent variable, Y , in terms of the independent variables, $X _ { 1 } , X _ { 2 } , X _ { 3 }$
$\begin{array} { c c c c c } Y & X _ { 1 } & X _ { 2 } & \\15 & 1.2 & 16 & \\15 & 1.2 & 16 & \text { CORRELATION COEFFICIENT } \\17 & 1.0 & 16 & Y / X _ { 1 } = 0.886 \\6 & 0.8 & 9 & Y / X _ { 2 } = 0.965 \\1 & 0.1 & 1 & \\8 & 0.8 & 8 & \\10 & 0.8 & 10 & \text { COEFFICIENTS OF DETERMINATION } \\17 & 1.0 & 16 & \\15 & 1.2 & 15 & \\11 & 0.7 & 9 & \\18 & 1.4 & 18 & \\16 & 1.0 & 15 & X _ { 2 } = 0.932 \\10 & 0.8 & 9 & X _ { 1 } = 0.943 \\7 & 0.5 & 5 & \\18 & 1.1 & 16 &\end{array}$

A) $\hat { Y } = 0.42 + 0.99 X _ { 2 }$
B) $\hat { Y } = 1.38 - 5.53 X _ { 1 } + 1.33 X _ { 2 }$
C) $\hat { Y } = 1.25 - 1.55 X _ { 1 } + 5.79 X _ { 2 }$
D) $\hat { Y } = - 0.49 + 14.07 X _ { 1 }$