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In the United States, the persistent issue of innocent individuals beingwrongly convicted emphasizes the need for scrutiny and improvement in thecriminal justice system. It is particularly crucial to establish national-levelstandards addressing statistical aspects, including the analysis,interpretation, and reporting of forensic evidence. In this paper, we discussthe main types of evidence used in forensic investigations, including glass,fingerprints, and DNA. We also examine the challenges in promoting statisticsin court and how they can be overcome. Finally, we delve into the likelihoodratio framework and graphical models and their applications in forensicevidence evaluation, particularly in DNA typing.

Forensic Science and How Statistics Can Help It: Evidence, Hypothesis Testing, and Graphical Models