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Sensitivity index to measure dependence on parameters for rankings and top- k rankings

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In a multivariate framework, ranking a data set can be done by using an aggregation function in order to obtain a global score for each individual, and then by using these scores to rank the individuals. The choice of the aggregation function (e.g. a weighted ... ...