To create a quadratic model from the given data, we can fit a quadratic equation of the form:
\[ y = ax^2 + bx + c \]
where \(y\) is the wind chill temperature and \(x\) is the wind speed (in mph).
We can use the data points provided to create a system of equations that we will then solve for the coefficients \(a\), \(b\), and \(c\). The data points provided are:
- (5, 13)
- (10, 10)
- (15, 7)
- (20, 5)
- (25, 3)
- (30, 1)
- (35, 0)
- (40, -1)
- (45, -2)
- (50, -3)
- (55, -3)
- (60, -4)
From these points, we will select three points to create the system of equations. Let's use:
- \( (5, 13) \)
- \( (20, 5) \)
- \( (35, 0) \)
Using point (5, 13):
\[ 13 = a(5^2) + b(5) + c \] \[ 13 = 25a + 5b + c \quad \text{(1)} \]
Using point (20, 5):
\[ 5 = a(20^2) + b(20) + c \] \[ 5 = 400a + 20b + c \quad \text{(2)} \]
Using point (35, 0):
\[ 0 = a(35^2) + b(35) + c \] \[ 0 = 1225a + 35b + c \quad \text{(3)} \]
Now, we have the following system of equations:
- \( 25a + 5b + c = 13 \)
- \( 400a + 20b + c = 5 \)
- \( 1225a + 35b + c = 0 \)
To solve these equations, we can eliminate \(c\) by subtracting one equation from the other.
Subtracting equation (1) from equation (2):
\[ (400a + 20b + c) - (25a + 5b + c) = 5 - 13 \] \[ 375a + 15b = -8 \quad \text{(4)} \]
Subtracting equation (2) from equation (3):
\[ (1225a + 35b + c) - (400a + 20b + c) = 0 - 5 \] \[ 825a + 15b = -5 \quad \text{(5)} \]
Now we can solve equations (4) and (5).
First, let's isolate \(b\) in equation (4):
\[ 15b = -8 - 375a \] \[ b = \frac{-8 - 375a}{15} \quad \text{(6)} \]
Now substitute equation (6) into equation (5):
\[ 825a + 15\left(\frac{-8 - 375a}{15}\right) = -5 \] \[ 825a - 8 - 375a = -5 \] \[ 450a - 8 = -5 \] \[ 450a = 3 \] \[ a = \frac{1}{150} \approx 0.00667 \]
Now substitute \(a\) back into equation (6):
\[ b = \frac{-8 - 375\left(\frac{1}{150}\right)}{15} \] \[ b = \frac{-8 - 2.5}{15} = \frac{-10.5}{15} \approx -0.7 \]
Finally, substitute \(a\) and \(b\) back into one of the original equations to find \(c\), let's use equation (1):
\[ 25\left(\frac{1}{150}\right) + 5(-0.7) + c = 13 \] \[ \frac{25}{150} - 3.5 + c = 13 \] \[ c = 13 + 3.5 - \frac{25}{150} \] \[ c \approx 16.6 \]
Now rounding the coefficients to three decimal places, our quadratic model can be summarized as:
\[ y \approx 0.007x^2 - 0.700x + 16.600 \]
Thus, the quadratic model is:
\[ y = 0.007x^2 - 0.700x + 16.600 \]