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Hidden multiple comparisons increase forensic error rates
Susan Vanderplas1, Alicia Carriquiry2,3, Heike Hofmann2,3
1Statistics Department, University of Nebraska, Lincoln, NE 68503.
Summary
Forensic wire analysis using striation marks faces challenges due to multiple comparisons, potentially increasing false discoveries. This highlights a critical issue in toolmark examination for evidence linking.
Area of Science:
- Forensic Science
- Criminalistics
- Evidence Analysis
Background:
- Toolmark analysis, including striations on cut wires, is used in forensics to link evidence to its source.
- Existing methods for toolmark comparison, like those for bullets, are well-established.
- Wire comparisons present unique challenges not fully addressed by current forensic practices.
Purpose of the Study:
- To identify and address the complexities inherent in comparing cut wire surfaces.
- To highlight the 'multiple comparison problem' in forensic wire examination.
- To relate this issue to similar problems in other forensic disciplines, such as database searches.
Main Methods:
- Analysis of the process of comparing striation marks on two distinct wire cut surfaces.
- Theoretical examination of the statistical implications of multiple comparisons in this context.
- Comparison with established forensic methodologies for toolmark analysis.
Main Results:
- Comparing two wire cut surfaces inherently involves multiple distinct comparisons.
- This multiplicity of comparisons significantly increases the expected false discovery rate.
- The issue is analogous to the multiple comparison problem encountered in forensic database searches.
Conclusions:
- The practice of comparing cut wire surfaces introduces statistical complexities that can inflate error rates.
- The 'multiple comparison problem' is a critical consideration for the reliability of wire striation analysis.
- Further research and methodological adjustments are needed to mitigate these risks in forensic wire examination.
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