Case series analysis for censored, perturbed, or curtailed post-event exposures

Citation
Farrington, C.paddy et al., Case series analysis for censored, perturbed, or curtailed post-event exposures, Biostatistics (Oxford. Print) , 10(1), 2009, pp. 3-16
ISSN journal
14654644
Volume
10
Issue
1
Year of publication
2009
Pages
3 - 16
Database
ACNP
SICI code
Abstract
A new method is developed for analyzing case series data in situations where occurrence of the event censors, curtails, or otherwise affects post-event exposures.Unbiased estimating equations derived from the self-controlled case series model are adapted to allow for exposures whose occurrence or observation is influenced by the event.The method applies to transient point exposures and rare nonrecurrent events.Asymptotic efficiency is studied in some special cases.A computational scheme based on a pseudo-likelihood is proposed to make the computations feasible in complex models. Simulations, a validation study, and 2 applications are described.