David M. Heer, Jeffrey S. Passel, Comparison of Two Methods for Estimating the Number of Undocumented Mexican Adults in Los Angeles County, The International Migration Review, Vol. 21, No. 4, Special Issue: Measuring International Migration: Theory and Practice (Winter, 1987), pp. 1446-1473
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Heer et al. (1987) studied this question.