Evaluation of Expert Research Results Based on the Probabilistic Approach (on Published Foreign Papers)

Authors

DOI:

https://doi.org/10.32353/khrife.1.2023.04

Keywords:

forensic science, expert conclusion; probability, veracity, expert conclusion uncertainty; Frye standard and Daubert standard; likelihood ratio; Bayes’ theorem.

Abstract

The Research Paper Purpose is to analyze the genesis of procedural and scientific principles of modern foreign standards for evaluating expert research results; clarify uncertainty sources that result in ambiguous expert conclusions; substantiate the need to use the probabilistic (Bayesian) approach while formulation of forensic experts’ answers. To fulfil this goal, the following research methods have been chosen: historical and legal; systemic and structural; comparative legal; formal and legal. The procedural, epistemological and doctrinal factors complicating evaluation of the objectivity and veracity of the expert conclusion in domestic law enforcement practice are named. Evaluation standards of expert evidence at different times throughout the world have been analyzed (universal adoption of the Frye standard, substantiation and validation of the Daubert standard, prove beyond a reasonable doubt). It is emphasized that provision of probable conclusions by the forensic expert is due to a continuum of uncertainties, which source are peculiarities of the formation of crime traces and methods of collecting traces at the scene, the level of expertise development and methodologies of expert research, interpretation and evaluation of forensic examination results. To shape the expert’s conviction in research findings, a statistical Bayesian method of establishing the likelihood ratio is proposed, which enables to evaluate significance of versions proposed by the forensic expert and is the basis for the court to take a reasoned decision. The probabilistic approach is proposed to be applied both for evaluation of a random coincidence of features when identifying forensic examination objects, as well as in relation to possible errors in laboratory tests and interpretation of results drawn by a forensic expert.

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Published

2023-03-31

How to Cite

Shcherbakovskyi, M., & Protsenko, A. (2023). Evaluation of Expert Research Results Based on the Probabilistic Approach (on Published Foreign Papers). Theory and Practice of Forensic Science and Criminalistics, 30(1), 50–69. https://doi.org/10.32353/khrife.1.2023.04