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Case–control studies with complex sampling
Authors:Alastair Scott  & Chris Wild
Institution:University of Auckland, New Zealand
Abstract:The use of complex sampling designs in population-based case–control studies is becoming more common, particularly for sampling the control population. This is prompted by all the usual cost and logistical benefits that are conferred by multistage sampling. Complex sampling has often been ignored in analysis but, with the advent of packages like SUDAAN, survey-weighted analyses that take account of the sample design can be carried out routinely. This paper explores this approach and more efficient alternatives, which can also be implemented by using readily available software.
Keywords:Case–control studies  Correlated data  Intracluster correlation  Logistic regression  Multistage sampling
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