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Publications and Presentations

Our goal is to share how CSAFE research directly impacts the forensic science community. To connect you with the latest advancements, our team publicizes research results in peer-reviewed scientific journals and at worldwide forensic science conferences.

Below you will find links to full publications resulting from center research, as well as copies of recent presentation slides. Looking for more CSAFE products? Find research tools and datasets in our resources section.

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The q–q Boxplot

Type: Research Area(s):

Published: 2021 | By: Jordan Rodu

Boxplots have become an extremely popular display of distribution summaries for collections of data, especially when we need to visualize summaries for several collections simultaneously. The whiskers in the boxplot show only the extent of the tails for most of…

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A Study in Reproducibility: The Congruent Matching Cells Algorithm and cmcR Package

Type: Research Area(s):

Published: 2023 | By: Joseph Zemmels

Scientific research is driven by our ability to use methods, procedures, and materials from previous studies and further research by adding to it. As the need for computationally-intensive methods to analyze large amounts of data grows, the criteria needed to…

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Forensic Science in Legal Education

Type: Research Area(s):

Published: 2021 | By: brandon Garrett

In criminal cases, forensic science reports and expert testimony play an increasingly important role in adjudication. More states now follow a federal reliability standard, following Daubert v. Merrell Dow Pharmaceuticals and Rule 702, which call upon judges to assess the…

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The Contribution of Forensic and Expert Evidence to DNA Exoneration Cases: An Interim Report

Type: , Research Area(s): ,,

Published: 2023 | By: Simon Cole

This report is from Simon A. Cole, Vanessa Meterko, Sarah Chu, Glinda Cooper, Jessica Weinstock Paredes, Maurice Possley, and Ken Otterbourg (2022), The Contribution of Forensic and Expert Evidence to DNA Exoneration Cases: An Interim Report (National Registry of Exonerations…

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How Minutiae Frequency is Perceived and Used by Fingerprint Analysts in the Evaluation of Fingerprint Evidence

Type: Research Area(s):

Published: 2023 | By: Adele Quigley-McBride

Analysts consider the appearance, placement, and number of features within a fingerprint pattern (called minutiae) that correspond when deciding whether two fingerprints originated from the same person. Little is known about the actual base rates for different minutiae. That said,…

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Likelihood ratios for categorical count data with applications in digital forensics

Type: Research Area(s): ,

Published: 2022 | By: Rachel Longjohn

We consider the forensic context in which the goal is to assess whether two sets of observed data came from the same source or from different sources. In particular, we focus on the situation in which the evidence consists of…

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CSAFE Project Update & ASCLD FRC Collaboration

Type: Research Area(s): ,,,,,

Published: 2022 | By: Jeff Salyards

This presentation highlighted CSAFE’s collaboration with the ASCLD FRC Collaboration Hub.

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Reliability for Binary and Ordinal Data in Forensics

Type: Research Area(s):

Published: 2022 | By: Hina Arora

Black-box studies are a crucial part of assessing the accuracy and reliability of subjective decisions in forensics. The extant black-box studies have generally had two components. In the first study, examiners are asked to assess forensic samples (typically questioned and…

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Uncertainty in probabilistic genotyping of low template DNA: A case study comparing STRMix™ and TrueAllele™

Type: Research Area(s): ,

Published: 2023 | By: William Thompson

Two probabilistic genotyping (PG) programs, STRMix™ and TrueAllele™, were used to assess the strength of the same item of DNA evidence in a federal criminal case, with strikingly different results. For STRMix, the reported likelihood ratio in favor of the…

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Understanding forensic decision-making with Item Response Theory: Using a NFI firearms study

Type: Research Area(s): ,

Published: 2022 | By: Amanda Luby

This presentation is from the Forensic Big Data Colloquium at the Netherlands Forensic Institute, November 2022. Posted with permission of CSAFE.

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Source identification of shoeprints in mock crime scene using an algorithm based on automatic alignment

Type: Research Area(s): ,

Published: 2023 | By: Hana Lee

This presentation is from the 75th Anniversary Conference of the American Academy of Forensic Sciences, Orlando, Florida, February 13-18, 2023. Posted with permission of CSAFE

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Ensemble of Score Likelihood Ratios under the common source problem

Type: Research Area(s):

Published: 2023 | By: Frederico Veneri

Machine learning-based Score Likelihood Ratios have been proposed as an alternative to traditional Likelihood Ratios and Bayes Factor to quantify the value of evidence when contrasting two opposing propositions. Under the common source problem, the opposing proposition relates to the…

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Forensic Analysis on Android Social Networking Applications

Type: Research Area(s):

Published: 2023 | By: Chen Shi

This presentation is from the 75th Anniversary Conference of the American Academy of Forensic Sciences, Orlando, Florida, February 13-18, 2023. Posted with permission of CSAFE.

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Source Camera Identification on Multi-Camera Phones

Type: Research Area(s): ,

Published: 2023 | By: Stephanie Reinders

Camera identification addresses the scenario where an investigator has a questioned digital image from an unknown camera. The investigator wants to know whether the questioned image was taken by a camera on a person of interest’s phone. Researchers discovered that…

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An Ounce of Prevention: A Simple and Practical Tool for Mitigating Cognitive Bias in Forensic Decisions.

Type: Research Area(s):

Published: 2023 | By: Adele Quigley-McBride

Learning Overview: The free information management toolkit described in this presentation will be introduced and attendees will learn to use this toolkit as a training tool and as a practical solution for analysts and laboratories interested in implementing the Linear…

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Sampling & Non-Response: Implications for inference in black-box studies

Type: Research Area(s): ,

Published: 2023 | By: Kori Khan

The following is from University of California Law San Francisco symposium “Forensic identification in criminal courts,” February 2023. Posted with permission of CSAFE.

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Analyzing spatial responses: A comparison of IRT- based approaches

Type: Research Area(s): ,

Published: 2023 | By: Amanda Luby

We investigate two approaches for analyzing spatial coordinate responses using models inspired by Item Response Theory (IRT). In the first, we use a two-stage approach to first construct a pseudoresponse matrix using the spatial information and then apply standard IRT…

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The Future of Pattern Recognition in Forensic Science

Type: Research Area(s): ,

Published: 2023 | By: Alicia Carriquiry

This presentation is from World Police Summit 2023, Dubai, United Arab Emirates, March 7-9, 2023. Posted with permission of CSAFE.

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An Overview of the Two-Stage, Score-Based Likelihood Ratio, and Bayes Factor Approaches for Writership Determinations

Type: Research Area(s): ,

Published: 2023 | By: Danica Ommen

A variety of statistical approaches have been developed at the Center for Statistics and Applications in Forensic Evidence (CSAFE) to address the question of writership for forensic document examinations. Previous work at CSAFE has addressed the closed-set problem, when the…

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Judging Firearms Evidence

Type: Research Area(s): ,

Published: 2023 | By: Brandon L. Garrett

Firearms violence results in hundreds of thousands of criminal investigations each year. To try to identify a culprit, firearms examiners seek to link fired shell casings or bullets from crime scene evidence to a particular firearm. The underlying assumption is…

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