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Two-Phase Sampling Designs for Data Validation in Settings with Covariate Measurement Error and Continuous Outcome

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Measurement errors are present in many data collection procedures and can harm analyses by biasing estimates. To correct for measurement error, researchers often validate a subsample of records and then incorporate the information learned from this validation ... ...