The paper addresses the issue of comparing deprivation distributions, when deprivation is measured by a sum of binary variables. It provides a graphical device, the Three I’s of Deprivation (TID) curve, that summarizes incidence, intensity and inequality aspects of deprivation. Uncertainty around the estimated deprivation curves is evaluated through simultaneous confidence bands. A hypothesis test of dominance is presented to facilitate the comparison and the ordering of deprivation curves across groups and over time.
The Three I’s of Deprivation (TID) Curves: Estimation, Inference, and Stochastic Dominance / Conti, Pier Luigi; Pittau, Maria Grazia; Zelli, Roberto. - (2025), pp. 672-677. (Intervento presentato al convegno 52a Riunione Scientifica della Società Italiana di Statistica (SIS 2024) tenutosi a Bari).
The Three I’s of Deprivation (TID) Curves: Estimation, Inference, and Stochastic Dominance
Pier Luigi ContiMethodology
;Maria Grazia PittauMethodology
;Roberto ZelliMethodology
2025
Abstract
The paper addresses the issue of comparing deprivation distributions, when deprivation is measured by a sum of binary variables. It provides a graphical device, the Three I’s of Deprivation (TID) curve, that summarizes incidence, intensity and inequality aspects of deprivation. Uncertainty around the estimated deprivation curves is evaluated through simultaneous confidence bands. A hypothesis test of dominance is presented to facilitate the comparison and the ordering of deprivation curves across groups and over time.| File | Dimensione | Formato | |
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