SMOOTHING SPLINE CHARACTERIZED BY CONFIDENCE BAND FOR SOLVING REGRESSION PROBLEMS

Abstract

The quality of an approximating function using measured data may be characterized by the magnitude of difference between approximating and exact functional relationship. Smoothing spline has been used as approximating function. Based on measurements, a method is presented for determining a band around the approximating spline containing the graph of the exact functional relationship between physical variables on a calculable probability level.