Thomas Lumley 12/20/2015

Case-control estimation is more complicated than you think

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This technical article delves into the statistical nuances of case-control study analysis, comparing weighted and unweighted logistic regression. It explains why the unweighted method is maximum likelihood and fully efficient, while the weighted approach is not, debunking common misconceptions. The discussion extends to multiple imputation techniques and their impact on estimation efficiency.

Case-control estimation is more complicated than you think

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