Binomial regression with a misclassified covariate and outcome.

@article{Luo2016BinomialRW,
  title={Binomial regression with a misclassified covariate and outcome.},
  author={Sheng Luo and Wenyaw Chan and Michelle A. Detry and Paul J. Massman and Rachelle Doody},
  journal={Statistical methods in medical research},
  year={2016},
  volume={25 1},
  pages={
          101-17
        }
}
Misclassification occurring in either outcome variables or categorical covariates or both is a common issue in medical science. It leads to biased results and distorted disease-exposure relationships. Moreover, it is often of clinical interest to obtain the estimates of sensitivity and specificity of some diagnostic methods even when neither gold standard nor prior knowledge about the parameters exists. We present a novel Bayesian approach in binomial regression when both the outcome variable… CONTINUE READING

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