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An overview of methods for the analysis of panel data

Berrington, Ann, Smith, Peter W.F. and Sturgis, Patrick (2006) An overview of methods for the analysis of panel data , Southampton, UK National Centre for Research Methods, School of Social Sciences, University of Southampton 57pp. (NCRM Methods Review Papers, NCRM/007).

Record type: Monograph (Project Report)

Abstract

The aim of this paper is to provide an introduction to the aims, underlying theory and practical
application of change score, graphical chain, fixed/random effects and two different types of
structural equation modelling (SEM). We restrict ourselves to the use of these methods to analyse
panel data. By panel data we mean data which contain repeated measures of the same variable,
taken from the same set of units over time. In our applications the units are individuals.
However, the methods presented can be used for other types of units, such as businesses or
countries. The paper does not provide details of specific software packages, and focuses in the
main on procedures which are available in standard software. By using exemplars we provide a
guide for substantive social scientists new to the area of panel data analysis, but who have a
working knowledge of generalized linear models.

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More information

Published date: November 2006

Identifiers

Local EPrints ID: 47639
URI: http://eprints.soton.ac.uk/id/eprint/47639
PURE UUID: 70df290e-e032-4a82-9299-cdf7e872a00d
ORCID for Peter W.F. Smith: ORCID iD orcid.org/0000-0003-4423-5410

Catalogue record

Date deposited: 09 Aug 2007
Last modified: 17 Jul 2017 15:03

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