Title :
Quantile regression model and application profile
Author_Institution :
Coll. of Sci., Hebei Polytech. Univ., Tangshan, China
Abstract :
This paper compares the modeling process in the quantile regression and linear regression for the similarities and differences, in the model building, parameter estimation, computer implementation. and specific examples of these four aspects described quantile regression model better than linear regression mode.
Keywords :
least squares approximations; regression analysis; Engel curve; application profile; computer implementation; linear regression; model building; parameter estimation; quantile regression model; Robustness; Engel curve; Quantile regression; least-squares method;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5622905
