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Interval censoring
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Interval-censored failure time data occur in many medical investigations as well as other studies such as demographical and sociological studies. They include the usual right-censored failure time data as a special case but provide much more complex structure and less relevant information than the right-censored data. This article reviews some basic concepts, issues and the corresponding statistical approaches related to the analysis of interval-censored data as well as recent advances. In particular, we discuss estimation of a survival function, comparison of several treatments and regression analysis as well as competing risks analysis and truncation in the presence of interval censoring. A well-known example of interval-censored data is described and analysed to illustrate some of the statistical procedures discussed.
Title: Interval censoring
Description:
Interval-censored failure time data occur in many medical investigations as well as other studies such as demographical and sociological studies.
They include the usual right-censored failure time data as a special case but provide much more complex structure and less relevant information than the right-censored data.
This article reviews some basic concepts, issues and the corresponding statistical approaches related to the analysis of interval-censored data as well as recent advances.
In particular, we discuss estimation of a survival function, comparison of several treatments and regression analysis as well as competing risks analysis and truncation in the presence of interval censoring.
A well-known example of interval-censored data is described and analysed to illustrate some of the statistical procedures discussed.
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