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A framework for the meta-analysis of survey data

Posted on:2012-07-07Degree:Ph.DType:Thesis
University:Queen's University (Canada)Candidate:Fox, Karla Michelle Phillips CooperFull Text:PDF
GTID:2468390011460617Subject:Statistics
Abstract/Summary:
The research outlined in this thesis covers various different statistical issues relating to meta-analysis of survey data. These issues include the creation of an original comprehensive methodological framework for combining survey data, a comparison of this framework with the traditional one proposed by Cochran for the combination of experiments, a proposal for a new weighting method that takes into account the differences in variability due to the sampling plan, an examination of the convergence of meta-analytic estimators, and a discussion on the numerous implicit assumptions researchers make when they are using meta-analysis methods with survey data along with guidelines for completing and reporting reviews when the data come from surveys.
Keywords/Search Tags:Survey data, Meta-analysis, Framework
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