Least absolute deviations, also known as least absolute errors, least absolute residuals, or least absolute values, is a statistical optimality criterion and a statistical optimization technique based on minimizing the sum of absolute deviations (also sum of absolute residuals or sum of absolute errors) or the L1 norm of such values.