Tianyu He

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...