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The Mid-Atlantic Bight model that accommodated imprecise (but not biased) shell-height measurement errors had a negative log likelihood that was 15 units smaller than the negative log likelihood for the no measurement error model (Table 5).
Staffing levels from the administrative hours method and the APD method correspond to the classical measurement error model as the measurement error [u.
Constructed using data from the validation study, the measurement error model expresses the true exposure as a linear function of the surrogate exposure and covariates, and the estimated coefficient ([gamma]) is the slope of true against surrogate measures.
Misclassification and Measurement Error Models in Epidemiological Studies (Surupa Roy and Tathagata Banerjee).