Literature DB >> 15888990

[Time-dependent covariates in the Cox proportional hazards model. Theory and practice].

L Desquilbet1, L Meyer.   

Abstract

In survival analysis, exposure that appears or changes during the follow-up of subjects must be taken into account as a time-dependent covariate in the Cox proportional hazards model. Two types of time-dependent covariates are defined: covariates with unique change, and covariates with multiple changes. The way of taking into account such changes in the exposure is presented in theory and illustrated from a small sample of 5 subjects enrolled in a French HIV cohort. The problems raised by missing data as well as alternative but more sophisticated solutions are also evocated. Annexes include programs for SAS software, and results from the "Log" and "Results" windows.

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Year:  2005        PMID: 15888990     DOI: 10.1016/s0398-7620(05)84572-9

Source DB:  PubMed          Journal:  Rev Epidemiol Sante Publique        ISSN: 0398-7620            Impact factor:   1.019


  4 in total

1.  First malaria infections in a cohort of infants in Benin: biological, environmental and genetic determinants. Description of the study site, population methods and preliminary results.

Authors:  Agnès Le Port; Gilles Cottrell; Yves Martin-Prevel; Florence Migot-Nabias; Michel Cot; André Garcia
Journal:  BMJ Open       Date:  2012-03-08       Impact factor: 2.692

2.  Characteristics and consequences of medical care interruptions in HIV-infected patients in France.

Authors:  L Cuzin; P Dellamonica; Y Yazdanpanah; S Bouchez; D Rey; B Hoen; A Cabié
Journal:  Epidemiol Infect       Date:  2016-04-01       Impact factor: 4.434

3.  Predictors of decline in walking ability in community-dwelling Alzheimer's disease patients: Results from the 4-years prospective REAL.FR study.

Authors:  Yves Rolland; Christelle Cantet; Philipe de Souto Barreto; Matteo Cesari; Gabor Abellan van Kan; Bruno Vellas
Journal:  Alzheimers Res Ther       Date:  2013-10-29       Impact factor: 6.982

4.  Psychiatric Adverse Events Associated With Infliximab: A Cohort Study From the French Nationwide Discharge Abstract Database.

Authors:  Eve-Marie Thillard; Sophie Gautier; Evgeniya Babykina; Louise Carton; Ali Amad; Guillaume Bouzillé; Jean-Baptiste Beuscart; Grégoire Ficheur; Emmanuel Chazard
Journal:  Front Pharmacol       Date:  2020-04-22       Impact factor: 5.810

  4 in total

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