Statistical Analysis of Panel Count Data

種類:

電子ブック

責任表示:

by Jianguo Sun, Xingqiu Zhao

出版情報:

New York, NY : Springer New York : Imprint: Springer, 2013

著者名:

• Sun, Jianguo
• Zhao, Xingqiu
• SpringerLink (Online service)

シリーズ名:

Statistics for Biology and Health ; 80

ISBN:

9781461487159 [1461487153]    

注記:

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 infections, hospitalizations in medical studies, warranty claims of automobiles or system break-downs in reliability studies. In fact, many other fields yield event history data too such as demographic studies, economic studies and social sciences. For the cases where the study subjects are observed continuously, the resulting data are usually referred to as recurrent event data. This book collects and unifies statistical models and methods that have been developed for analyzing panel count data. It provides the first comprehensive coverage of the topic. The main focus is on methodology, but for the benefit of the reader, the applications of the methods to real data are also discussed along with numerical calculation

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