Variance estimation in the analysis of clustered longitudinal survey data
Variance estimation in the analysis of clustered longitudinal survey data
This issue of Survey Methodology includes papers covering a variety of methodological subjects such as modeling and estimation, weighting and variance estimation, non-response and sampling.
In the first paper of the issue, Skinner and Vieira investigate the effect of clustered sampling on variance estimation in longitudinal surveys. They present theoretical arguments and empirical evidence of the effects of ignoring clustering in longitudinal analyses, and find that these effects tend to be larger than for corresponding cross-sectional analyses. They also compare traditional survey sampling based methods to account for clustering in variance estimation to a multilevel modeling approach.
3-12
Skinner, C.
dec5ef40-49ef-492a-8a1d-eb8c6315b8ce
Vieira, M.d.T.
16889180-e762-419b-a045-ebef0dc02891
June 2007
Skinner, C.
dec5ef40-49ef-492a-8a1d-eb8c6315b8ce
Vieira, M.d.T.
16889180-e762-419b-a045-ebef0dc02891
Skinner, C. and Vieira, M.d.T.
(2007)
Variance estimation in the analysis of clustered longitudinal survey data.
Survey Methodology, 33 (1), .
Abstract
This issue of Survey Methodology includes papers covering a variety of methodological subjects such as modeling and estimation, weighting and variance estimation, non-response and sampling.
In the first paper of the issue, Skinner and Vieira investigate the effect of clustered sampling on variance estimation in longitudinal surveys. They present theoretical arguments and empirical evidence of the effects of ignoring clustering in longitudinal analyses, and find that these effects tend to be larger than for corresponding cross-sectional analyses. They also compare traditional survey sampling based methods to account for clustering in variance estimation to a multilevel modeling approach.
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Published date: June 2007
Identifiers
Local EPrints ID: 47482
URI: http://eprints.soton.ac.uk/id/eprint/47482
ISSN: 0714-0045
PURE UUID: 8b673fc1-0701-44cd-a1ed-81470f8013e0
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Date deposited: 01 Aug 2007
Last modified: 11 Dec 2021 16:41
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Contributors
Author:
C. Skinner
Author:
M.d.T. Vieira
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