Bayesian correction for covariate measurement error: a frequentist evaluation and comparison with regression calibration

Jonathan W. Bartlett, Ruth H. Keogh

Bayesian approaches for handling covariate measurement error are well established, and yet arguably are still relatively little used by researchers. For some this is likely due to…