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在法医案例工作中的活动考虑时,估计玻璃背景存在的概率术语
James M Curran1, Patrick Buzzini2, Tatiana Trejos3
1Department of Statistics, University of Auckland, Private Bag 92019, Auckland, New Zealand.
Forensic science international
|September 29, 2024
概括
这项研究通过完善源和碎片估计的概率模型来增强玻璃解释. 新的方法改善了不确定性评估和处理数据变异,有助于法医分析.
科学领域:
- 法医科学 法医科学 法医科学
- 统计建模 统计建模
- 可能性理论概率理论.
背景情况:
- 在法医科学中,P和S术语对于玻璃解释至关重要.
- 现有的模型估计了对感兴趣的人的玻璃来源和碎片的可能性.
- 考尔森等人. 科尔森等人. 根据调查数据提出了一种估计这些术语的方法.
研究的目的:
- 扩展玻璃解释中估计P和S项的方法.
- 导出Coulson等人参数中的不确定性估计. 一个模型.模型.
- 为数据中"多余"的零和零开发更强大的模型.
主要方法:
- 对模型参数的不确定性估计的推导.
- 扩展模型以容纳"多余"的零 (P项) 和"多余"的零 (S项).
- 纯频率主义估计理论的应用.
主要成果:
- 考尔森等人在"不确定性估计"中的估计. 模型的参数是导出的.
- 扩展模型提供了一个更合理的方法来处理多余的零和零.
- 使用R包"fitPS"实践实施的演示.
结论:
- 改进的方法提高了法医科学中玻璃解释的可靠性.
- 由此得出的不确定性估计允许更好地比较不同调查的结果.
- "fitPS" R套件有助于这些先进的统计方法的实际应用.
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