Modeling and Algorithm of Linear Regression Based on Total Least Squares

The independent variables error and variables error are further studied.A new regression model is given,and calculation algorithms are deduced.Numerical experiments are used to demonstrate correctness of the new method,and the results are same as those of the total least square method.The algorithms proposed in this paper simplify the complicated matrix decomposing calculation,bring TLS into category of surveying adjustment.