A Stochastic Approximation – Iterative Least Squares Estimation Procedure

Lawton and Sylvestre (1971) consider a fixed sample size estimation procedure for a nonlinear regression model. In this paper we propose a stochastic approximation – iterative least squares procedure. Our Procedure leads to a significant reduction in the sample size.