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Question
select the correct answer from each drop - down menu.
the annual enrollment of a university for the last nine years is recorded in the table.
| year | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
|---|
what quadratic function best models this set of data?
$y = \square x^2 + \square x + \square$
Step1: Define quadratic form
A quadratic function has the form $y = ax^2 + bx + c$, where $a$, $b$, $c$ are constants to solve for. We use 3 points from the data: $(1, 9.5)$, $(5, 6.5)$, $(9, 9)$ to set up a system of equations.
Step2: Substitute point (1,9.5)
Substitute $x=1$, $y=9.5$ into the quadratic form:
$9.5 = a(1)^2 + b(1) + c$
$a + b + c = 9.5$ --- Equation (1)
Step3: Substitute point (5,6.5)
Substitute $x=5$, $y=6.5$ into the quadratic form:
$6.5 = a(5)^2 + b(5) + c$
$25a + 5b + c = 6.5$ --- Equation (2)
Step4: Substitute point (9,9)
Substitute $x=9$, $y=9$ into the quadratic form:
$9 = a(9)^2 + b(9) + c$
$81a + 9b + c = 9$ --- Equation (3)
Step5: Eliminate c (Eq2-Eq1)
Subtract Equation (1) from Equation (2):
$(25a + 5b + c) - (a + b + c) = 6.5 - 9.5$
$24a + 4b = -3$ --- Equation (4)
Step6: Eliminate c (Eq3-Eq2)
Subtract Equation (2) from Equation (3):
$(81a + 9b + c) - (25a + 5b + c) = 9 - 6.5$
$56a + 4b = 2.5$ --- Equation (5)
Step7: Solve for a (Eq5-Eq4)
Subtract Equation (4) from Equation (5):
$(56a + 4b) - (24a + 4b) = 2.5 - (-3)$
$32a = 5.5$
$a = \frac{5.5}{32} = 0.171875$
Step8: Solve for b (use Eq4)
Substitute $a=0.171875$ into Equation (4):
$24(0.171875) + 4b = -3$
$4.125 + 4b = -3$
$4b = -3 - 4.125 = -7.125$
$b = \frac{-7.125}{4} = -1.78125$
Step9: Solve for c (use Eq1)
Substitute $a=0.171875$, $b=-1.78125$ into Equation (1):
$0.171875 - 1.78125 + c = 9.5$
$-1.609375 + c = 9.5$
$c = 9.5 + 1.609375 = 11.109375$
Step10: Verify with other points
Check point $(2,8)$: $y=0.171875(4) -1.78125(2)+11.109375 = 0.6875 - 3.5625 + 11.109375 = 8.234375 \approx 8$, which is a close fit. All other points also show a good fit with these coefficients.
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$y = 0.17x^2 + (-1.78)x + 11.11$
(or using exact fractions: $y = \frac{11}{64}x^2 - \frac{28.5}{16}x + \frac{355.5}{32}$; decimal approximations are standard for this type of model)