Math Problem Statement
Solution
To solve this quadratic regression problem, we need to find the equation of a parabola in the form:
given the three points: , , and .
Step-by-Step Solution
-
Set up the system of equations: For each point , substitute the values of and into the equation .
- For :
- For :
- For :
-
Write the system of linear equations:
25a + 5b + c = 210 \\ a + b + c = 14 \\ 9a - 3b + c = 10 \end{cases}$$ -
Solve the system of equations: We can solve these equations by elimination or substitution to find the values of , , and .
After solving this system, you’ll find the values of , , and that define the quadratic function. Let me calculate these values for you.The solution to the system of equations gives us the values:
Thus, the equation of the parabola passing through the points , , and is:
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:
- How would the process change if the points did not lie on a parabola?
- What other methods can be used for finding the best-fit quadratic equation if the points only approximately fit?
- How can you verify if a quadratic equation correctly passes through given points?
- What applications in real life require finding a quadratic equation that passes through certain points?
- 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
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