Title of article :
D-optimal designs for combined polynomial and trigonometric regression on a partial circle
Author/Authors :
Chang، نويسنده , , Fu-Chuen and Li، نويسنده , , Chin-Han، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2013
Abstract :
Consider the D-optimal designs for a combined polynomial and trigonometric regression on a partial circle. It is shown that the optimal design is equally supported and the structure of the optimal design depends only on the length of the design interval and the support points are analytic functions of this parameter. Moreover, the Taylor expansion of the optimal support points can be determined efficiently by a recursive procedure. Examples are presented to illustrate the procedures for computing the optimal designs.
Keywords :
Polynomial regression , Taylor expansion , Recursive Algorithm , Implicit function theorem , D-optimal design , Trigonometric regression
Journal title :
Journal of Statistical Planning and Inference
Journal title :
Journal of Statistical Planning and Inference