Empirical Likelihood Methods for Sample Survey Data: An Overview

Abstract

The use of empirical likelihood (EL) in sample surveys dates back to Hartley and Rao (1968). In this paper, an overview of the developments in empirical likelihood methods for sample survey data is presented. Topics covered include EL estimation using auxiliary population information and EL confidence intervals. Issues related to pseudo-EL estimation for general sampling designs are also discussed.