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The Development and Application of Random Match Probabilities to Firearm and Toolmark Identification

机译:随机匹配概率对枪支和工具杆识别的开发和应用

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摘要

The field of firearms and toolmark analysis has encountered deep scrutiny of late, stemming from a handful of voices, primarily in the law and statistical communities. While strong scrutiny is a healthy and necessary part of any scientific endeavor, much of the current criticism leveled at firearm and toolmark analysis is, at best, misinformed and, at worst, punditry. One of the most persistent criticisms stems from the view that as the field lacks quantified random match probability data (or at least a firm statistical model) with which to calculate the probability of a false match, all expert testimony concerning firearm and toolmark identification or source attribution is unreliable and should be ruled inadmissible. However, this critique does not stem from the hard work of actually obtaining data and performing the scientific research required to support or reject current findings in the literature. Although there are sound reasons (described herein) why there is currently no unifying probabilistic model for the comparison of striated and impressed toolmarks as there is in the field of forensic DNA profiling, much statistical research has been, and continues to be, done to aid the criminal justice system. This research has thus far shown that error rate estimates for the field are very low, especially when compared to other forms of judicial error. The first purpose of this paper is to point out the logical fallacies in the arguments of a small group of pundits, who advocate a particular viewpoint but cloak it as fact and research. The second purpose is to give a balanced review of the literature regarding random match probability models and statistical applications that have been carried out in forensic firearm and toolmark analysis.
机译:枪支和工具爆发的领域遇到了深刻的审查,迟到,源于少数声音,主要是在法律和统计社区。虽然强烈的审查是任何科学努力的健康和必要的一部分,但大部分当前的批评均在枪支和工具杆分析中均为最佳,误导,并且在最糟糕的情况下。最持久的批评之一源自认为,由于该领域缺乏量化的随机匹配概率数据(或至少是一个公司统计模型),其中用于计算假匹配的概率,所有关于枪械和工具标识的专家证据或源归因是不可靠的,应该被裁定。然而,这种批评不会源于实际获取数据的艰苦工作,并在文献中履行支持或拒绝当前发现所需的科学研究。虽然有声音原因(本文描述)为什么目前没有统一的概率模型,用于比较条纹和令人深受留下的工具徽章,因为在法医DNA分析领域中,已经统计研究已经持续,并且继续援助刑事司法系统。因此,该研究表明,与其他形式的司法误差相比,该字段的错误率估计非常低。本文的第一个目的是指出倡导特定观点的一小组专家的争论中的逻辑谬误,但将其剥夺为事实和研究。第二个目的是对关于随机匹配概率模型和统计应用的文献进行平衡的审查,这些应用程序已经在法枪和工具染色分析中进行。

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