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Compound and Conditioned Likelihood Ratio Behavior within a Probabilistic Genotyping Context

In cases where multiple questioned individuals are separately supported as contributors to a mixed DNA profile, guidance documents recommend performing a comparison to see if there is support for their joint contribution. Anecdotal observations suggest the summed log of the individual likelihood rat...

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Autores principales: Duke, Kyle, Cuenca, Daniela, Myers, Steven, Wallin, Jeanette
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9690711/
https://www.ncbi.nlm.nih.gov/pubmed/36360267
http://dx.doi.org/10.3390/genes13112031
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author Duke, Kyle
Cuenca, Daniela
Myers, Steven
Wallin, Jeanette
author_facet Duke, Kyle
Cuenca, Daniela
Myers, Steven
Wallin, Jeanette
author_sort Duke, Kyle
collection PubMed
description In cases where multiple questioned individuals are separately supported as contributors to a mixed DNA profile, guidance documents recommend performing a comparison to see if there is support for their joint contribution. Anecdotal observations suggest the summed log of the individual likelihood ratios (LR), termed the simple LR product, should be roughly equivalent to or less than the log(LR) for the joint likelihood ratio, termed the compound LR. To assist casework analysts in evaluating statistical weights applied to a case at hand, this study assessed how consistently compound LRs conform to an additive behavior when compared to the simple LR product counterparts. Two-, three-, and four-person DNA mixture data, of various mixture proportions and DNA inputs, were interpreted by STRmix(®) version 2.8 Probabilistic Genotyping Software. Relative magnitudes of LR increases were found to be dependent on both template level and mixture composition. The distribution of log(LR) differences between all compound/simple LR comparisons was ~−2.7 to ~28.3. This level of information gain was similar to that for compound LR comparisons, with and without interpretation conditioning (~−3.2 to ~27.7). In both scenarios, the probability density peaked at approximately 0.5, indicating the information gain from constrained genotype combinations has a comparable impact on the outcome of LR calculations whether the restriction is applied before or after interpretation.
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spelling pubmed-96907112022-11-25 Compound and Conditioned Likelihood Ratio Behavior within a Probabilistic Genotyping Context Duke, Kyle Cuenca, Daniela Myers, Steven Wallin, Jeanette Genes (Basel) Article In cases where multiple questioned individuals are separately supported as contributors to a mixed DNA profile, guidance documents recommend performing a comparison to see if there is support for their joint contribution. Anecdotal observations suggest the summed log of the individual likelihood ratios (LR), termed the simple LR product, should be roughly equivalent to or less than the log(LR) for the joint likelihood ratio, termed the compound LR. To assist casework analysts in evaluating statistical weights applied to a case at hand, this study assessed how consistently compound LRs conform to an additive behavior when compared to the simple LR product counterparts. Two-, three-, and four-person DNA mixture data, of various mixture proportions and DNA inputs, were interpreted by STRmix(®) version 2.8 Probabilistic Genotyping Software. Relative magnitudes of LR increases were found to be dependent on both template level and mixture composition. The distribution of log(LR) differences between all compound/simple LR comparisons was ~−2.7 to ~28.3. This level of information gain was similar to that for compound LR comparisons, with and without interpretation conditioning (~−3.2 to ~27.7). In both scenarios, the probability density peaked at approximately 0.5, indicating the information gain from constrained genotype combinations has a comparable impact on the outcome of LR calculations whether the restriction is applied before or after interpretation. MDPI 2022-11-04 /pmc/articles/PMC9690711/ /pubmed/36360267 http://dx.doi.org/10.3390/genes13112031 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Duke, Kyle
Cuenca, Daniela
Myers, Steven
Wallin, Jeanette
Compound and Conditioned Likelihood Ratio Behavior within a Probabilistic Genotyping Context
title Compound and Conditioned Likelihood Ratio Behavior within a Probabilistic Genotyping Context
title_full Compound and Conditioned Likelihood Ratio Behavior within a Probabilistic Genotyping Context
title_fullStr Compound and Conditioned Likelihood Ratio Behavior within a Probabilistic Genotyping Context
title_full_unstemmed Compound and Conditioned Likelihood Ratio Behavior within a Probabilistic Genotyping Context
title_short Compound and Conditioned Likelihood Ratio Behavior within a Probabilistic Genotyping Context
title_sort compound and conditioned likelihood ratio behavior within a probabilistic genotyping context
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9690711/
https://www.ncbi.nlm.nih.gov/pubmed/36360267
http://dx.doi.org/10.3390/genes13112031
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