Longitudinal perspectives on event history analysis

Farewell, Daniel ORCID: https://orcid.org/0000-0002-8871-1653 and Henderson, Robin 2010. Longitudinal perspectives on event history analysis. Lifetime Data Analysis 16 (1) , pp. 102-117. 10.1007/s10985-009-9137-1

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Abstract

We discuss event histories from the point of view of longitudinal data analysis, comparing several possible inferential objectives. We show that the Nelson–Aalen estimate of a cumulative intensity may be derived as a limiting solution to a sequence of generalized estimating equations for intermittently observed longitudinal count data. We outline a potential use for the theory in interval-censored recurrent-event models, and demonstrate its applicability using data from a Toronto arthritis clinic. We also discuss connections with rate models, along with some implications for the longitudinal analyst.

Item Type:	Article
Date Type:	Publication
Status:	Published
Schools:	Medicine
Subjects:	H Social Sciences > HA Statistics R Medicine > R Medicine (General) R Medicine > RA Public aspects of medicine
Uncontrolled Keywords:	Longitudinal data analysis; Event history analysis; Generalized estimating equations; Interval-censored data
Publisher:	Springer
ISSN:	1380-7870
Last Modified:	19 Oct 2022 10:12
URI:	https://orca.cardiff.ac.uk/id/eprint/23575

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