Corpus ID: 59125120

FLEXIBLE REGRESSION CALIBRATION FOR COVARIATE MEASUREMENT ERROR WITH LONGITUDINAL SURROGATE VARIABLES

@inproceedings{Wang2000FLEXIBLERC,
  title={FLEXIBLE REGRESSION CALIBRATION FOR COVARIATE MEASUREMENT ERROR WITH LONGITUDINAL SURROGATE VARIABLES},
  author={C. Wang},
  year={2000}
}
In regression analysis, covariate measurement error occurs in many ap- plications. If a covariate variable of interest for a subject is the long-term average of some measurements, then in practice repeated measurements are considered sur- rogates for the true covariate. Surrogate variables, which are longitudinal, may be modeled as the sum of the unobserved true covariate and longitudinal errors, where the errors are dependent with a continuous correlation function of time. In this pa- per, we… Expand
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References

SHOWING 1-10 OF 14 REFERENCES
Expected estimating equations to accommodate covariate measurement error
Likelihood analysis for errors-in-variables regression with replicate measurements
Measurement Error Models
...
1
2
...