We consider a general family of statistical functionals and introduce a formula to obtain the corresponding influence function. The method can be effectively applied to derive in a simple way the influence function of large classes of inequality indices, which encompasses the majority of the inequality measures usually adopted by field researchers. In many cases, our findings also provide new explicit expressions for the influence function of such inequality measures.
Barabesi, L., Crescenzi, F., Mori, L. (2026). Inequality index analysis using the influence function. COMMUNICATIONS IN STATISTICS. THEORY AND METHODS, 55(19), 6727-6745 [10.1080/03610926.2026.2671319].
Inequality index analysis using the influence function
Barabesi L.Conceptualization
;
2026-01-01
Abstract
We consider a general family of statistical functionals and introduce a formula to obtain the corresponding influence function. The method can be effectively applied to derive in a simple way the influence function of large classes of inequality indices, which encompasses the majority of the inequality measures usually adopted by field researchers. In many cases, our findings also provide new explicit expressions for the influence function of such inequality measures.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
https://hdl.handle.net/11365/1328254
