We consider familial searches on mixtures with dropout using a semi-continuous model.
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We explain algorithms for computing the likelihood ratios and their distributions.
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We compare statistics for familial searches on mixtures to single source profiles.
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We conclude that searches on mixtures with dropout can be statistically justifiable.
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