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A note on the effect of auxiliary information on the variance of cluster sampling

Hagesæther, Nina and Zhang, Li-Chun (2009) A note on the effect of auxiliary information on the variance of cluster sampling Journal of Official Statistics, 25, (3), pp. 397-404.

Record type: Article

Abstract

A model-based synthesis is presented for a number of well-known results concerning the design effect of cluster sampling. This helps to yield a simpler perspective, making the design-based expressions more transparent. In particular, it is shown that the use of auxiliary information removes the extra variance that is due to the variation in the cluster sizes. Moreover, it can reduce the loss of efficiency to the extent it reduces the conditional intra-cluster correlation given the covariates. The design effect then depends on the remaining conditional intra-cluster correlation and an average cluster size.

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More information

Published date: 2009
Organisations: Statistical Sciences Research Institute

Identifiers

Local EPrints ID: 345171
URI: http://eprints.soton.ac.uk/id/eprint/345171
ISSN: 0282-423X
PURE UUID: b5d8cf7e-5e7d-48fb-a567-488df58d841c

Catalogue record

Date deposited: 12 Nov 2012 10:20
Last modified: 18 Jul 2017 05:11

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Contributors

Author: Nina Hagesæther
Author: Li-Chun Zhang

University divisions

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