Nonparametric regression for longitudinal binary data based on GEE-Smoothing Spline.

• Main Authors: Suliadi, ., Ibrahim, Noor Akma, Daud, Isa, Krishnarajah, Isthrinayagy S.
• Format: Article
• Language: English
• Published: Dixie W Publishing Corporation 2010
• Online Access: http://psasir.upm.edu.my/id/eprint/15831/

This paper considers nonparametric regression to analyze longitudinal binary data. In this paper we propose GEE-Smoothing spline and study the properties of the estimator such as the bias, consistency and efficiency. We use natural cubic spline with combination of generalized estimating equation pro...