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find the quadratic regression equation for the relationship of the hori…

Question

find the quadratic regression equation for the relationship of the horizontal distance and the height of the ball in the provided table. -6x² + 1.06x + 79 -18x² + 2.11x + 4.21 -0.12x² + 2.11x + 4.22 -0.06x² + 1.06x + 7.9

Explanation:

Step1: Recall the quadratic regression formula

The general form of a quadratic regression equation is \(y = ax^{2}+bx + c\). We can use a calculator or software (like Excel, TI - 84 Plus) with quadratic regression functionality. Input the \(x\) - values (distance: \(0,2,6,9,12,13,15\)) and \(y\) - values (height: \(4,8.4,12.1,14.2,13.2,10.5,9.8\)).

Step2: Analyze the coefficients

When we perform quadratic regression on the given data:

  • For the coefficient \(a\):
  • If \(a=-6\) (as in \(y=-6x^{2}+1.06x + 79\)), when \(x = 0\), \(y=79\) which is not consistent with the table (\(y(0)=4\)).
  • If \(a=-18\) (as in \(y=-18x^{2}+2.11x + 4.21\)), the function will decrease too rapidly.
  • For the constant term \(c\):
  • When \(x = 0\), \(y=c\). From the table \(y(0) = 4\).
  • In the equation \(y=-0.06x^{2}+1.06x + 7.9\), when \(x = 0\), \(y = 7.9

eq4\)

  • In the equation \(y=-0.12x^{2}+2.11x + 4.22\), when \(x = 0\), \(y = 4.22\approx4\) (considering rounding in regression calculations).

Answer:

\(-0.12x^{2}+2.11x + 4.22\)