Small area estimation under informative sampling


Pfeffermann, Danny and Sverchkov, Michail (2005) Small area estimation under informative sampling. Statistics in Transition, 7, (3), 675-684.

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Description/Abstract

In this article we show how to predict small area means and compute valid MSE estimators in situations where the areas represented in the sample are sampled with unequal probabilities that are possibly related to the true (unknown) area means, and the sampling of units within the selected areas is with probabilities that are possibly related to the outcome values. We illustrate the proposed procedures by means of a simulation study.

Item Type: Article
ISSNs: 1234-7655 (print)
Related URLs:
Keywords: bootstrap, prediction bias, sample distribution, sample-complement distribution, sampling weights
Subjects: H Social Sciences > HA Statistics
Divisions: University Structure - Pre August 2011 > School of Social Sciences > Social Statistics
ePrint ID: 38524
Date Deposited: 19 Jun 2006
Last Modified: 27 Mar 2014 18:24
Contact Email Address: msdanny@socsci.soton.ac.uk
URI: http://eprints.soton.ac.uk/id/eprint/38524

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