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Bayesian perspectives for epidemiologic research: III. Bias analysis via missing-data methods

Bayesian perspectives for epidemiologic research: III. Bias analysis via missing-data methods

I present some extensions of Bayesian methods to situations in which biases are of concern. First, a basic misclassification problem is illustrated using data from a study of sudden infant death syndrome. Bayesian analyses are then given. These analyses can be conducted directly, or by converting actual-data records to incomplete …