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Multivariate statistics for dietary risk analysis

Abstract : At a crossroads of economical, sociological, cultural and sanitary issues, dietary analysis is of major importance for public health institutes. When international trade facilitates the transportation of foodstuffs produced in very different environmental conditions, when conspicuous consumption encourages profitable strategies (GMO, pesticides, etc.), it is necessary to quantify the sanitary risks engendered by such economic behaviors. We are interested in the evaluation of chronic types of exposure (at a yearly scale) to food contaminants, the long-term toxicity of which is already well documented. Because dietary risk and benefit is not limited to the abuse or the avoidance of toxic substances, nutritional intakes are also considered. Our work is thus organized along three main lines of research. We first consider the statistical analysis of very high long-term types of exposure to one or more chemical elements present in the food, adopting approaches in keeping with extreme value theory. Then, we adapt classical techniques borrowed from the statistical learning field concerning minimum volume set estimation in order to identify dietary habits that realize a compromise between toxicological risk and nutritional benefit. Finally, we study the asymptotic properties of a number of statistics that can assess the characteristics of the distribution of individual exposure, which take into account the possible survey scheme from which the data originate.
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Submitted on : Monday, April 25, 2016 - 9:29:37 PM
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  • HAL Id : tel-01306948, version 1



Emilie Chautru. Multivariate statistics for dietary risk analysis. Statistics [math.ST]. Télécom ParisTech, 2013. English. ⟨NNT : 2013ENST0045⟩. ⟨tel-01306948⟩



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