What is the difference between linear and non-linear regression?
An example of an AI chatbot conversation about understanding linear vs non-linear regression.
What is the difference between linear and non-linear regression?
Linear regression models the relationship between variables using a straight line, while non-linear regression uses curves.
Can you give me an example of linear regression?
Sure! An example is predicting house prices based on square footage, where the relationship is linear.
What about non-linear regression? Can you provide an example?
An example of non-linear regression is modeling population growth, which often follows an exponential curve.
How do I choose between linear and non-linear regression?
You should choose based on the data pattern; if it looks linear, use linear regression; otherwise, consider non-linear.
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