The polynomial regression method

The implementation of polynomial regression method by means of the least square method.

This code implements the 1D polynomial regression method. It uses the least square method for the finding of regression polynomial coefficents. Outputs of the script are polynomial regression coefficients, residuals, the sum of squared errors, the determination index and the graphical comparison of the regression model and input data.