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Publication date: 10 April 2019

Antonio Cosma, Andreï V. Kostyrka and Gautam Tripathi

We show how to use a smoothed empirical likelihood approach to conduct efficient semiparametric inference in models characterized as conditional moment equalities when data are…

Abstract

We show how to use a smoothed empirical likelihood approach to conduct efficient semiparametric inference in models characterized as conditional moment equalities when data are collected by variable probability sampling. Results from a simulation experiment suggest that the smoothed empirical likelihood based estimator can estimate the model parameters very well in small to moderately sized stratified samples.

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Book part
Publication date: 10 April 2019

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The Econometrics of Complex Survey Data
Type: Book
ISBN: 978-1-78756-726-9

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