The concepts behind linear regression, fitting a line to data with least squares and R-squared, are pretty darn simple, so let's get down to it
An example of using least squares to do data fitting. In this example, we demonstrate how to 1) fit a straight line using ordinary least-squares method, and 2) estimate value of a new input based on the fitted line.