Title: The Solution of Robust Total Least Squares for Linear Regression Models
Abstract:Aiming at the situation that there are gross errors in the independent variable and dependent variable of the linear regression model,we propose the robust total least squares method.On the basis of t...Aiming at the situation that there are gross errors in the independent variable and dependent variable of the linear regression model,we propose the robust total least squares method.On the basis of the nonlinear adjustment model,we have deduced robust total least squares estimation calculation formula with selecting weight iteration through the equivalence transformation of the linear regression model.Finally,we apply the method to an example,and verify the feasibilities of the method.Read More
Publication Year: 2015
Publication Date: 2015-01-01
Language: en
Type: article
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Cited By Count: 1
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