Math Problem Statement

Use quadratic regression to find the equation for the parabola going through these 3 points: (5, 210), (1, 14), and (-3, 10).

Solution

To solve this quadratic regression problem, we need to find the equation of a parabola in the form:

y=ax2+bx+cy = ax^2 + bx + c

given the three points: (5,210)(5, 210), (1,14)(1, 14), and (3,10)(-3, 10).

Step-by-Step Solution

  1. Set up the system of equations: For each point (x,y)(x, y), substitute the values of xx and yy into the equation y=ax2+bx+cy = ax^2 + bx + c.

    • For (5,210)(5, 210): 210=25a+5b+c210 = 25a + 5b + c
    • For (1,14)(1, 14): 14=a+b+c14 = a + b + c
    • For (3,10)(-3, 10): 10=9a3b+c10 = 9a - 3b + c
  2. Write the system of linear equations:

    25a + 5b + c = 210 \\ a + b + c = 14 \\ 9a - 3b + c = 10 \end{cases}$$
  3. Solve the system of equations: We can solve these equations by elimination or substitution to find the values of aa, bb, and cc.

After solving this system, you’ll find the values of aa, bb, and cc that define the quadratic function. Let me calculate these values for you.The solution to the system of equations gives us the values:

a=6,b=13,c=5a = 6, \quad b = 13, \quad c = -5

Thus, the equation of the parabola passing through the points (5,210)(5, 210), (1,14)(1, 14), and (3,10)(-3, 10) is:

y=6x2+13x5y = 6x^2 + 13x - 5

Would you like a breakdown of the steps used to solve the system, or do you have any other questions?

Here are some related questions that might help expand your understanding:

  1. How would the process change if the points did not lie on a parabola?
  2. What other methods can be used for finding the best-fit quadratic equation if the points only approximately fit?
  3. How can you verify if a quadratic equation correctly passes through given points?
  4. What applications in real life require finding a quadratic equation that passes through certain points?
  5. How does the quadratic regression method compare to linear regression?

Tip: When solving systems of equations with three variables, substitution or elimination methods can be used effectively, and tools like matrices or computational software can simplify complex calculations.

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Math Problem Analysis

Mathematical Concepts

Quadratic Regression
Systems of Equations
Parabolas

Formulas

Quadratic equation y = ax^2 + bx + c

Theorems

System of equations for three points to find quadratic coefficients

Suitable Grade Level

Grades 10-12