Survival data statistical analysis

Author: Wang Qihua
Publisher:
Publish Date: 2006-01-01
Features: This book systematically introduces the estimation of survival distribution functions, probability density estimation, failure rate estimation, and a class of mean functional estimation including mean life as a special case, along with their statistical properties. It also covers related statistical methods (such as bootstrap resampling methods, estimating equation methods, point process martingale methods, and empirical likelihood methods) and their application results. Additionally, it introduces two-sample tests and statistical inference methods for handling differences, as well as random censoring regression analysis and proportional hazards regression statistical inference methods, including their theory and applications. This book is suitable as a textbook for senior undergraduate and graduate students in mathematics and statistics at universities, as well as for university teachers, researchers, and applied professionals as a reference.
This book mainly systematically introduces the estimation of survival distribution functions, probability density estimation, failure rate estimation, a class of mean functional estimation including mean life as a special case, and their statistical properties, along with related statistical methods and application results.