Admissible minimum bias estimation of response surfaces

Abstract

The minimum bias estimator was introduced as an alternative to the least squares estimator for approximating response functions by low-order polynomials. Here we show how to obtain an admissible estimator with smaller squared bias.

Keywords:

• factorial designs
• integrated mean squared error
• minimum bias estimation
• polynomial regression
• response surface designs