Abstract:
:We study the competing risks model and show that the cause j cumulative incidence function integrated from 0 to τ has a natural interpretation as the expected number of life years lost due to cause j before time τ. This is analogous to the τ-restricted mean lifetime, which is the survival function integrated from 0 to τ. It is discussed how the number of years lost may be related to subject-specific explanatory variables in a regression model based on pseudo-observations, and the method is exemplified using data from a bone marrow transplantation study. Finally, inclusion of standard mortality rates is discussed.
journal_name
Stat Medjournal_title
Statistics in medicineauthors
Andersen PKdoi
10.1002/sim.5903subject
Has Abstractpub_date
2013-12-30 00:00:00pages
5278-85issue
30eissn
0277-6715issn
1097-0258journal_volume
32pub_type
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