Modeling the Measurement Error: A calibration model is developed to describe the relationship between the observed exposure and the true exposure. This model typically involves using data from a validation study where both the observed and true exposures are measured. Adjusting the Exposure Values: The observed exposure values in the main study are adjusted using the calibration model to estimate the true exposure values. These adjusted values are then used in the analysis to estimate the association between exposure and outcome.
