The Statistical Analysis of Interval-censored Failure Time Data

• Main Author: Sun, Jianguo (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2006.
• Series: Statistics for Biology and Health,
• Subjects: Mathematics.; Probabilities.; Statistics.; Probability Theory and Stochastic Processes.; Statistics for Life Sciences, Medicine, Health Sciences.

Survival analysis, the analysis of failure time data, is a rapid developing area and a number of books on the topic have been published in last twenty-five years. However, all of these books deal with right-censored failure time data, not the analysis of interval-censored failure time data. Interval...

Table of Contents:

• Inference for Parametric Models and Imputation Approaches
• Nonparametric Maximum Likelihood Estimation
• Comparison of Survival Functions
• Regression Analysis of Current Status Data
• Regression Analysis of Case II Interval-censored Data
• Analysis of Bivariate Interval-censored Data
• Analysis of Doubly Censored Data
• Analysis of Panel Count Data
• Other Topics.