Summary: This paper is concerned with the heteroscedastic semi-parametric regression model
where , are fixed design points, and are unknown functions and the random errors are negatively associated (NA) random variables. The strong consistency and asymptotic normality for least-squares estimators and weighted least-squares estimators of are studied. In addition, the strong consistency for the estimators of and is investigated. Some results on independent random error settings are extended.