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DNA Mixture Interpretations and Statistics – To Include or Exclude Cybergenetics © 2003-2013 Prescription for Criminal Justice Forensics ABA Criminal Justice Section New York, NY June, 2013 Mark W Perlin, PhD, MD, PhD Cybergenetics, Pittsburgh, PA
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CHILD & CHILD & CHILD VICTIM Television Cabinet Table L-Shaped Couch Bathroom Bedroom Laundry Bedroom Stairs Bookcase VICTIM Storage Door to Outside Closet underpants pajama pants
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DNA mixture data Quantitative peak heights at a locus peak size peak height
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Peak thresholds Threshold Under threshold, don't use alleles Allele Pair 7, 7 7, 10 7, 12 7, 14 10, 10 0%10, 12 10, 14 12, 12 12, 14 14, 14 Simplify data for manual review
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Allele dropout Threshold Under threshold, use alleles anyway Allele Pair 7, 7 7, 10 7, 12 7, 14 10, 10 > 0% 10, 12 10, 14 12, 12 12, 14 14, 14 Conjure phantom peaks
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Manual interpretation issues Evidence call good data inconclusive peaks are too low for methods too many contributors to handle potential examination bias Database hit by association, not by match comparison: make false hits restrict upload: lose true hits
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TrueAllele ® genotype model Evidence preserve data information use all peaks, high or low any number of contributors entirely objective, no bias Database hit based on LR match statistic sensitive: find true hits specific: only true hits
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Mixture weight Separate mixture data into its contributor components 25%75%
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Genotype inference Thorough: consider every possible genotype solution Objective: does not know the comparison genotype Explain the peak pattern Better explanation has a higher likelihood Victim's allele pair Another person's allele pair
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Match information Probability(evidence match) Probability(coincidental match) How much more does the suspect match the evidence than a random person? 30x 3% 98%
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TrueAllele inclusion Finds the right answer 11
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Thresholds lose information Understate the probative force 26 Threshold Stochastic Threshold
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TrueAllele exclusion Does not find the wrong answer – 20
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TrueAllele usage child molester got: 20 quadrillion match, 22 years validation study: 4 peer-reviewed scientific papers admissibility: Pennsylvania, California, N. Ireland precedent: Pennsylvania appellate ruling approval: NYS Commission on Forensic Science cases: over 100 reports in criminal cases trials: over 15 (rape, murder, terror, weapons,...)
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TrueAllele deployment Casework system Interpretation services
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DNA truth, criminal justice This truth is incontrovertible. Panic may resent it, ignorance may deride it, malice may distort it, but there it is. - Winston Churchill Policeeffective database Prosecutor convict the guilty Defenderexonerate innocent Courtthe whole truth Citizenprevent crime Genotype models are more accurate. Who cares?
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