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Y-chromosomal and mitochondrial DNA profiles have been used as evidence in courts for decades, yet the problem of evaluating the weight of evidence has not been adequately resolved. Both are lineage markers (inherited from just one parent),…

应用统计 · 统计学 2021-07-08 Mikkel M Andersen , David J Balding

For decades, forensic statisticians have debated whether searching large DNA databases undermines the evidential value of a match. Modern surveillance faces an exponentially harder problem: screening populations across thousands of…

统计方法学 · 统计学 2025-12-29 Marco Pollanen

When a defendant's DNA matches a sample found at a crime scene, how compelling is the match? To answer this question, DNA analysts typically use relative frequencies, random-match probabilities or likelihood ratios. They compute these…

应用统计 · 统计学 2008-12-18 David H. Kaye

The likelihood ratio (LR) is a commonly used measure for determining the strength of forensic match evidence. When a forensic expert determines a high LR for DNA found at a crime scene matching the DNA profile of a suspect they typically…

应用统计 · 统计学 2020-09-21 Norman Fenton , Allan Jamieson , Sara Gomes , Martin Neil

Familial Searching is the process of searching in a DNA database for relatives of a certain individual. It is well known that in order to evaluate the genetic evidence in favour of a certain given form of relatedness between two…

应用统计 · 统计学 2015-03-20 Klaas Slooten , Ronald Meester

In forensic DNA calculations of relatedness of individuals and in DNA mixture analyses, two sources of uncertainty are present concerning the allele frequencies used for evaluating genotype probabilities when evaluating likelihoods. They…

应用统计 · 统计学 2015-10-07 Robert Cowell

Many forensic genetics problems can be handled using structured systems of discrete variables, for which Bayesian networks offer an appealing practical modeling framework, and allow inferences to be computed by probability propagation…

应用统计 · 统计学 2009-08-21 Peter J. Green , Julia Mortera

Suppose you find the same username on different online services, what is the probability that these usernames refer to the same physical person? This work addresses what appears to be a fairly simple question, which has many implications…

密码学与安全 · 计算机科学 2015-03-18 Daniele Perito , Claude Castelluccia , Mohamed Ali Kaafar , Pere Manils

Law enforcement regularly faces the challenge of ranking suspects from their facial images. Deep face models aid this process but frequently introduce biases that disproportionately affect certain demographic segments. While bias…

计算机视觉与模式识别 · 计算机科学 2023-08-24 Andrea Atzori , Gianni Fenu , Mirko Marras

The assumption of fingerprint uniqueness is foundational in forensic science and central to criminal identification practices. However, empirical evidence supporting this assumption is limited, and recent findings from artificial…

应用统计 · 统计学 2024-12-18 Jackson Gold , Maria Cuellar

The likelihood ratio (LR) measures the relative weight of forensic data regarding two hypotheses. Several levels of uncertainty arise if frequentist methods are chosen for its assessment: the assumed population model only approximates the…

应用统计 · 统计学 2016-12-26 Giulia Cereda

There are a number of vectors for attack when trying to link an individual to a certain DNA sequence. Phenotypic prediction is one such vector; linking DNA to an individual based on their traits. Current approaches are not overly effective,…

密码学与安全 · 计算机科学 2016-07-27 Stuart Bradley

The "rare type match problem" is the situation in which the suspect's DNA profile, matching the DNA profile of the crime stain, is not in the database of reference. The evaluation of this match in the light of the two competing hypotheses…

应用统计 · 统计学 2022-05-30 Giulia Cereda , Richard D. Gill

DNA evidence use in problems of civil and criminal identification is becoming greater. The necessity of evaluating the weight of that evidence may be accomplished using one of the most known powerful tools: the Bayesian networks. In the…

物理与社会 · 物理学 2025-12-01 Marina Andrade , Manuel Alberto M. Ferreira

The evaluation of a match between the DNA profile of a stain found on a crime scene and that of a suspect (previously identified) involves the use of the unknown parameter $p=(p_1, p_2, ...)$, (the ordered vector which represents the…

应用统计 · 统计学 2015-09-21 Giulia Cereda

In both criminal cases and civil cases there is an increasing demand for the analysis of DNA mixtures involving relationships. The goal might be, for example, to identify the contributors to a DNA mixture where the donors may be related, or…

定量方法 · 定量生物学 2021-01-12 Peter J. Green , Julia Mortera , Lourdes Prieto

The use of profiling evidence in criminal trials is a longstanding controversy in legal epistemology and evidence law theory. Many scholars, even when they oppose its use at trial, still assume that profiling evidence can be probative of…

其他统计学 · 统计学 2026-03-03 Marcello Di Bello , Nicolò Cangiotti , Michele Loi

This article brings forward an estimation of the proportion of homonyms in large scale groups based on the distribution of first names and last names in a subset of these groups. The estimation is based on the generalization of the…

其他统计学 · 统计学 2017-07-25 Arthur Charpentier , Baptiste Coulmont

DNA sequencing is becoming increasingly commonplace, both in medical and direct-to-consumer settings. To promote discovery, collected genomic data is often de-identified and shared, either in public repositories, such as OpenSNP, or with…

机器学习 · 计算机科学 2022-12-21 Rajagopal Venkatesaramani , Bradley A. Malin , Yevgeniy Vorobeychik

DNA databases are widely used in forensic science to identify unknown offenders. When no exact match is found, familial DNA searches can help by identifying first-degree relatives using likelihood ratios. If multiple subpopulations are…

应用统计 · 统计学 2025-12-08 Monchai Kooakachai , Tiwakorn Chapalee , Chairat Thitiyan , Patsaya Jumnongwut
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