书目名称 | The Statistical Analysis of Interval-censored Failure Time Data |
编辑 | Jianguo Sun |
视频video | |
概述 | Is dedicated to models and methods specifically developed for interval-censored failure time data |
丛书名称 | Statistics for Biology and Health |
图书封面 |  |
描述 | .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-censored data include right-censored data as a special case and occur in many fields. The analysis of interval-censored data is much more difficult than that of right-censored data because the censoring mechanism that yields interval censoring is more complicated than that for right censoring. ..This book collects and unifies statistical models and methods that have been proposed for analyzing interval-censored failure time data. It provides the first comprehensive coverage of the topic of interval-censored data and complements the books on right-censored data. A number of inference approaches are discussed in the book, including the maximum likelihood, estimating equations, sieve maximum likelihood, and conditional likelihood. One major difference between the analyses of right- and interval-censored data is that the theory of counting processes, which is responsible for substantial ad |
出版日期 | Book 2006 |
关键词 | Censoring; Likelihood; Radiologieinformationssystem; Regression analysis; Survival analysis; interval-cen |
版次 | 1 |
doi | https://doi.org/10.1007/0-387-37119-2 |
isbn_softcover | 978-1-4419-2192-5 |
isbn_ebook | 978-0-387-37119-1Series ISSN 1431-8776 Series E-ISSN 2197-5671 |
issn_series | 1431-8776 |
copyright | Springer-Verlag New York 2006 |