How to calculate exponential regression?
Understand the Problem
The question is asking for a method to perform exponential regression analysis, which involves finding the best-fitting exponential curve for a set of data points. This typically includes calculating parameters that define the exponential model, usually involving logarithmic transformations and the least squares method.
Answer
Transform y-values, linear regression, convert coefficients to exponential form.
The basic steps involve transforming the y-values, performing linear regression, and converting the coefficients back to form the exponential equation y=ab^x.
Answer for screen readers
The basic steps involve transforming the y-values, performing linear regression, and converting the coefficients back to form the exponential equation y=ab^x.
More Information
Exponential regression is often used in science and engineering to model growth processes.
Tips
A common mistake is not applying the natural logarithm to the y-values correctly or misinterpreting the coefficients from the linear regression.
Sources
- Exponential Regression | College Algebra - courses.lumenlearning.com
- Exponential Regression - Varsity Tutors - varsitytutors.com
- Desmos: How to find an exponential regression equation. - YouTube - youtube.com
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