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Author

Jean-Marie Dufour

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Case report Open access Aug 2026

Nonparametric methods for comparing distribution functionals for dependent samples with applications to welfare indices

This paper proposes asymptotically distribution-free inference methods for comparing estimators which admit asymptotically linear Gaussian functional representations across dependent samples. The framework applies to a broad range of welfare indices used in inequality, poverty, and risk analysis. Two distinct situation...

Jean-Marie Dufour, Tianyu He · 0 citations
Case report Open access Aug 2026

Regularized goodness-of-fit statistics and exact nonparametric confidence bands for distributions with application to household consumption

We study from a finite-sample viewpoint the problem of building tests and simultaneous confidence bands for cumulative distribution functions (CDFs), continuous or discrete. We emphasize procedures based on reweighted empirical distribution function (EDF) with shrinking bandwidths in the tails of the distribution. Sinc...

Jean-Marie Dufour, Mame Astou Diouf · 0 citations

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