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

@article{Greenland2009BayesianPF,
  title={Bayesian perspectives for epidemiologic research: III. Bias analysis via missing-data methods.},
  author={Sander Greenland},
  journal={International journal of epidemiology},
  year={2009},
  volume={38 6},
  pages={1662-73}
}
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 records and prior… CONTINUE READING