The presence of measurement error is a widespread issue, which, when ignored, can render the results an analysis unreliable. Numerous corrections for effects have been proposed and studied, often under assumption normally distributed, additive measurement-error model. In many situations, observed data are nonsymmetric, heavy-tailed, or otherwise highly non-normal. these settings, correction tec...