Multimedia data from two probability-based exposure studies were investigated in terms of how missing data and measurement-error imprecision affected estimation of population parameters and associations. Missing data resulted mainly from individuals'refusing to participate in certain measurement activities, rather than from field or laboratory problems; it suggests that future studies should focus on methods for maximizing participation rates. Measurement error variances computed from duplicate-sample data were small relative to the inherent variation in the populations; consequently, adjustments in nonparametric percentile estimates to account for measurement imprecision were small. Methods of adjustment based on lognormality assumptions, however, appeared to perform poorly.
Limitations on the Uses of Multimedia Exposure Measurements for Multipathway Exposure Assessment - Part II: Effects of Missing Data and Imprecision
Clayton, C., Michael, L., Pellizzari, E., & Quackenboss, J. (2003). Limitations on the Uses of Multimedia Exposure Measurements for Multipathway Exposure Assessment - Part II: Effects of Missing Data and Imprecision. Quality assurance (San Diego, Calif.), Vol. 10(3-4), 161 - 175.