Inference for deprivation profiles in a binary setting

A-Tier
Journal: Journal of Econometrics
Year: 2025
Volume: 249
Issue: PB

Authors (3)

Pittau, Maria Grazia (not in RePEc) Conti, Pier Luigi (not in RePEc) Zelli, Roberto ("Sapienza" Università di Roma)

Score contribution per author:

1.341 = (α=2.01 / 3 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

The paper addresses the issue of comparing deprivation distributions when the severity of deprivation is measured by a sum of (weighted) binary variables. To accomplish this task, it provides a graphical tool, the Three I’s of Deprivation (TID) curve, which summarises the incidence, intensity and inequality aspects of deprivation in a society and is the natural counterpart to the TIP curve widely used in income poverty analysis. Uncertainty around the estimated deprivation curves is assessed by simultaneous confidence bands. A dominance hypothesis test is presented to facilitate the comparison and ordering of TID curves across groups and over time. A rank-dependent multi-deprivation index consistent with the TID ordering is calculated and confidence intervals are developed. As a substantive illustration, the evolution of material and social deprivation across European countries over the period of the pandemic outbreak is analysed.

Technical Details

RePEc Handle
repec:eee:econom:v:249:y:2025:i:pb:s0304407625000545
Journal Field
Econometrics
Author Count
3
Added to Database
2026-01-29