A Multiple Regression Analysis Produced the Following Tables For X₁= 20, the Predicted Value of Y Is ____________

Multiple Choice

A multiple regression analysis produced the following tables. $$\begin{array} { | c | c | c | c | c | } \hline & \text { Coefficients } & \text { Stardard Error } & t \text { Statistic } & p \text {-value } \\\hline \text { Irtercept } & 1411.876 & 762.1533 & 1.852483 & 0.074919 \\\hline \boldsymbol { x } _ { 1 } & 35.18215 & 96.8433 & 0.363289 & 0.719218 \\\hline \boldsymbol { x } _ { 1 } { } ^ { 2 } & 7.721648 & \mathbf { 3 . 0 0 7 9 4 3 } & 2.567086 & 0.016115\\\hline\end{array}$$ $$\begin{array} { | c | c | c | c | c | } \hline & \mathrm { df } & \mathrm { SS } & \mathrm { MS } & F \\\hline \text { Regression } & 2 & 58567032 & 29283516 & 57.34861 \\\hline \text { Residual } & 25 & 12765573 & 510622.9 & \\\hline \text { Total } & 27 & 71332605 & & \\\hline\end{array}$$ For x₁= 20, the predicted value of y is ____________.

A) 5,204.18.
B) 2,031.38
C) 2,538.86
D) 6262.19
E) 6,535.86