Measurement errors in the binary instrumental variable model.

@inproceedings{Jiang2019MeasurementEI,
  title={Measurement errors in the binary instrumental variable model.},
  author={Zhichao Jiang and Peng Ding},
  year={2019}
}
  • Zhichao Jiang, Peng Ding
  • Published 2019
  • Mathematics
  • Instrumental variable methods can identify causal effects even when the treatment and outcome are confounded. We study the problem of imperfect measurements of the binary instrumental variable, treatment or outcome. We first consider non-differential measurement errors, that is, the mis-measured variable does not depend on other variables given its true value. We show that the measurement error of the instrumental variable does not bias the estimate, the measurement error of the treatment… CONTINUE READING

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