关键词: Nonlinear regression, large sample theory, w.p.1., equicontinuous

Abstract:

Assume that in the nonlinear regression model, independent variable sequence {x_i,i≥1} is a known constant-vector sequence. This article proposes a condition on {x_i}, which can be tested and verified easily. The condition is essential for proving the consistency and asymptotic normality of the estimator.

Key words: Nonlinear regression, large sample theory, w.p.1., equicontinuous