Regression analysis includes any techniques for modeling and analyzing several variables, when the focus is on the relationship between a dependent variable and one or more independent variables .It plays a very important position in Data Mining. And application of robust locally weighted regression algorithm is particularly extensive.In this paper, provides a kind of model of varying parame...