• ESTIMATION OF PARAMETERS AND MISSING RESPONSES IN FIRST ORDER RESPONSE SURFACE DESIGN MODEL USING EM ALGORITHM

Abstract

Expected Maximization algorithm maximizes pastiche estimates of parameters based on the observed sample in an iterative process. This paper attempts to estimate the parameters and missing responses using Expected Maximization algorithm if the design of the experiment satisfies the first order response surface design model.