Statistical estimation in partially nonlinear models with random effects

In this article, a partially nonlinear model with random effects is proposed and its new estimation procession is provided. In order to estimate the link function, we propose generalised least square estimate and B-splines estimate methods. Further, we also use the Gauss–Newton method to construct t...

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Bibliographic Details
Main Authors: Ye Que, Zhensheng Huang, Riquan Zhang
Format: Article
Language:English
Published: Taylor & Francis Group 2017-07-01
Series:Statistical Theory and Related Fields
Subjects:
Online Access:http://dx.doi.org/10.1080/24754269.2017.1396425