Least Squares Approximation

Linear regression

The least squares approach that involves determining the best approximating line.

Let the best least squares line to a collection of data points be:

and can be found by solving:

Polynomial regression

The least squares approach that involves determining the best approximating polynomial.

Let the best least squares polynomial to a collection of data points be:

Here .

The constants can be found by solving: