PittsburghV1, France, Analysis, bibRecord, 000798

A strategy for bounding attributable risk: a lung cancer example.

Identifieur interne : 000798 ( France/Analysis ); précédent : 000797; suivant : 000799

A strategy for bounding attributable risk: a lung cancer example.

Auteurs : Minh Ha-Duong [France] ; Elizabeth Casman [États-Unis] ; Granger Morgan [États-Unis]

Source :

Risk Analysis [ 0272-4332 ] ; 2004.

RBID : Hal:halshs-00003680

English descriptors

mix :
- bounding analysis, epidemiology, imprecise probability, lung cancer risk.

Abstract

For diseases with more than one risk factor, the sum of probabilistic estimates of the number of cases attributable to each individual factor may exceed the total number of cases observed, especially when uncertainties about exposure and dose-response for some risk factors is high. In this study we outline a method to bound the fraction of lung cancer fatalities not attributed to specific well-studied causes. Such information serves as a "reality check" for attributional studies of the minor risk factors, and, as such, complements the traditional risk analysis. With lung cancer as our example, we attribute portions of the observed lung cancer mortality to known causes (such as smoking, residential radon, and asbestos fibers) and describe the uncertainty surrounding those estimates. The interactions among the risk factors are also quantified, to the extent possible. We then infer an upper bound on the residual risk due to "other" causes, using a coherence constraint on the total number of deaths, the maximum uncertainty principle, and the mathematics of imprecise probabilities.

Url:

https://halshs.archives-ouvertes.fr/halshs-00003680

DOI: 10.1111/j.0272-4332.2004.00508.x

Affiliations:

France, États-Unis

Links toward previous steps (curation, corpus...)

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Links to Exploration step

Hal:halshs-00003680

Le document en format XML

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<front><div type="abstract" xml:lang="en">For diseases with more than one risk factor, the sum of probabilistic estimates of the number of cases attributable to each individual factor may exceed the total number of cases observed, especially when uncertainties about exposure and dose-response for some risk factors is high. In this study we outline a method to bound the fraction of lung cancer fatalities not attributed to specific well-studied causes. Such information serves as a "reality check" for attributional studies of the minor risk factors, and, as such, complements the traditional risk analysis. With lung cancer as our example, we attribute portions of the observed lung cancer mortality to known causes (such as smoking, residential radon, and asbestos fibers) and describe the uncertainty surrounding those estimates. The interactions among the risk factors are also quantified, to the extent possible. We then infer an upper bound on the residual risk due to "other" causes, using a coherence constraint on the total number of deaths, the maximum uncertainty principle, and the mathematics of imprecise probabilities.</div>
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A strategy for bounding attributable risk: a lung cancer example.

A strategy for bounding attributable risk: a lung cancer example.

Source :

English descriptors

Abstract

Links toward previous steps (curation, corpus...)

Links to Exploration step

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

Pour mettre un lien sur cette page dans le réseau Wicri