Search results for "unexplained heterogeneity"

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Marginal hazard ratio estimates in joint frailty models for heart failure trials

2019

Abstract This work is motivated by clinical trials in chronic heart failure disease, where treatment has effects both on morbidity (assessed as recurrent non‐fatal hospitalisations) and on mortality (assessed as cardiovascular death, CV death). Recently, a joint frailty proportional hazards model has been proposed for these kind of efficacy outcomes to account for a potential association between the risk rates for hospital admissions and CV death. However, more often clinical trial results are presented by treatment effect estimates that have been derived from marginal proportional hazards models, that is, a Cox model for mortality and an Andersen–Gill model for recurrent hospitalisations. …

Statistics and ProbabilityBiometryleast false parameterDiseasejoint frailty modelRisk AssessmentStudy durationCardiovascular deathunexplained heterogeneitymedicineHumansTreatment effectComplex Regression ModelsProportional Hazards ModelsHeart FailureClinical Trials as TopicProportional hazards modelbusiness.industryheart failure trialsHazard ratioGeneral Medicinemedicine.diseaseClinical trialrecurrent eventsHeart failureAsymptomatic DiseasesStatistics Probability and UncertaintybusinessDemographyResearch PaperBiometrical Journal. Biometrische Zeitschrift
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