Abstract: This paper considers robust estimation of varying coefficient models with emphasis on resistance against outliers.By combining B-splines method with taut string method,a robust estimation procedure is proposed.Based on local quadratic approximation,an iterative algorithm is introduced.Simulation study indicates that the proposed method is robust.