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For the Texas Commission on Environmental Quality, NERA conducted a study to determine how exposure measurement error affects epidemiological models’ detection of non-linearity in concentration-response functions for fine particulate matter. We found error can obscure the existence of nonlinearity and lead to poor estimates.