Math Problem Statement
Solution
It looks like you've uploaded a photo of a problem related to fitting an exponential model to data. The data you provided has the form:
The question asks you to find an exponential equation in the form using regression.
To solve this:
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Apply logarithmic transformation: To transform the exponential model into a linear one, take the natural logarithm of both sides of the equation : This results in a linear equation , where and .
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Transform the data: Calculate for each corresponding -value:
- For ,
- For ,
- And so on for the other values.
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Perform linear regression: Use the transformed data ( and ) to find the linear regression coefficients. These coefficients will give you and .
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Back-substitute to find and :
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Math Problem Analysis
Mathematical Concepts
Exponential Functions
Regression Analysis
Logarithmic Transformation
Formulas
y = ab^x
ln(y) = ln(a) + x * ln(b)
Theorems
Logarithmic Transformation
Linear Regression
Suitable Grade Level
College-level (Algebra and Statistics)