Ortogonal comparative regression analysis as alternative to regular regression

Abstract

The objective of this work is to compare the two regression procedures, ordinary and orthogonal or also called total, and to show that if there are non-fixed regressor variables, the ordinary regression method is not adequate to determine the values of the response variable from the regressor variables, rather, the method of total least squares or orthogonal regression is the most indicated.