Hi,

Can someone please explain the difference between interpolation and regression?

I've read conflicting comments through the multiple webpages I've read.

Is it true that linear and nonlinear regression is a "line of best fit" using a linear function and a polynomial respectively, whereas interpolation must "go through" the data points?

Thanks for any explanation you can provide.