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 Conti
Methodology
;
Maria Grazia Pittau
Methodology
;
Roberto Zelli
Methodology
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.
2025
52a Riunione Scientifica della Società Italiana di Statistica (SIS 2024)
deprivation profiles; stochastic dominance; EU-SILC
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
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).
File allegati a questo prodotto
File Dimensione Formato  
Conti_Three-I’s_2025.pdf

solo gestori archivio

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 701.35 kB
Formato Adobe PDF
701.35 kB Adobe PDF   Contatta l'autore

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1739493
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? 0
social impact