Statistical Analysis of Panel Count Data

• Main Authors: Sun, Jianguo (Author), Zhao, Xingqiu (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Series: Statistics for Biology and Health, 80
• Subjects: Statistics.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistical Theory and Methods.

Panel count data occur in studies that concern recurrent events, or event history studies, when study subjects are observed only at discrete time points.  By recurrent events, we mean the event that can occur or happen multiple times or repeatedly. Examples of recurrent events include disease infect...

Table of Contents:

• Introduction
• Poisson Models and Parameter Inference
• Nonparametric Estimation
• Nonparametric Comparison of Point Processes
• Regression Analysis of Panel Count Data I and II
• Analysis of Multivariate Panel Count Data
• Other Topics
• Some Sets of Data
• References
• Index.