This paper focuses on the estimation of the concentration curve of a finite population, when data are collected according to a complex sampling design with different inclusion probabilities. The asymptotic law of the finite population version of the concentration process is first studied. Then, a resampling scheme able to approximate such a law is constructed. Finally, an application to the construction of confidence bands is considered.
On the estimation of the concentration curve under complex sampling designs / Conti, Pier Luigi; Di Iorio, Alberto; Guandalini, Alessio. - ELETTRONICO. - (2015), pp. -----. (Intervento presentato al convegno Statistics and Demography: the Legacy of Corrado Gini tenutosi a Treviso nel 9 settembre - 11 settembre 2015).
On the estimation of the concentration curve under complex sampling designs
CONTI, Pier Luigi;Di Iorio, Alberto;GUANDALINI, ALESSIO
2015
Abstract
This paper focuses on the estimation of the concentration curve of a finite population, when data are collected according to a complex sampling design with different inclusion probabilities. The asymptotic law of the finite population version of the concentration process is first studied. Then, a resampling scheme able to approximate such a law is constructed. Finally, an application to the construction of confidence bands is considered.| File | Dimensione | Formato | |
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Conti_estimation_2015.pdf
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