Some asymptotic inference on nonlinear models with random effects (a geometric approach)

摘要

A geometric framework is proposed for nonlinear models with random effects, based on a modified version of the geometric structure presented by Bates & Wattes(180). This geo- metric framwork is used to study some asymptotic inference in terms of curvature for nonlin- ear regression models with random effects. Several previous results are extended.