What is the difference between linear and non-linear regression?
An example of an AI chatbot conversation about regression types in statistics.
Can you explain the difference between linear and non-linear regression?
Sure! Linear regression models the relationship between variables using a straight line, while non-linear regression uses curves.
What are some examples of non-linear regression?
Examples include polynomial regression, exponential regression, and logistic regression.
When should I use non-linear regression instead of linear?
Use non-linear regression when the data shows a curved relationship that a straight line cannot accurately model.
Can you show me a visual comparison of both types?
I can't create visuals, but I can describe how linear regression looks like a straight line, while non-linear can be a curve.
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