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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">zldm</journal-id><journal-title-group><journal-title xml:lang="ru">Заводская лаборатория. Диагностика материалов</journal-title><trans-title-group xml:lang="en"><trans-title>Industrial laboratory. Diagnostics of materials</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1028-6861</issn><issn pub-type="epub">2588-0187</issn><publisher><publisher-name>ООО «Издательство «ТЕСТ-ЗЛ»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26896/1028-6861-2026-92-7-19-29</article-id><article-id custom-type="elpub" pub-id-type="custom">zldm-2883</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>АНАЛИЗ ВЕЩЕСТВА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>SUBSTANCES ANALYSIS</subject></subj-group></article-categories><title-group><article-title>Специфика и практика валидации судебно-экспертных методик</article-title><trans-title-group xml:lang="en"><trans-title>Specificity and practice of validation of forensic methods</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бебешко</surname><given-names>Г. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Bebeshko</surname><given-names>G. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Галина Ивановна Бебешко</p><p>109044, Москва, 4-й Крутицкий пер., д. 10, стр. 1</p></bio><bio xml:lang="en"><p>Galina I. Bebeshko</p><p>10 str. 1, 4-i Krutitsky per., Moscow, 109044</p></bio><email xlink:type="simple">109382@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Омельянюк</surname><given-names>Г. Г.</given-names></name><name name-style="western" xml:lang="en"><surname>Omel’yanyuk</surname><given-names>G. G.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Георгий Георгиевич Омельянюк</p><p>109044, Москва, 4-й Крутицкий пер., д. 10, стр. 1</p><p>105005, Москва, 2-я Бауманская ул., д. 5, стр. 1</p><p>119991, Москва, Ленинские горы, д. 1, стр. 12</p></bio><bio xml:lang="en"><p>Georgii G. Omel’yanyuk</p><p>10 str. 1, 4-i Krutitsky per., Moscow, 109044</p><p>5 str. 4, 2-ya Baumanskaya ul., Moscow, 105005</p><p>1 str. 12, Leninskie Gory, Moscow, 119991</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Усов</surname><given-names>А. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Usov</surname><given-names>A. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Александр Иванович Усов</p><p>109044, Москва, 4-й Крутицкий пер., д. 10, стр. 1</p><p>105005, Москва, 2-я Бауманская ул., д. 5, стр. 1</p><p>117638, Москва, ул. Азовская, д. 2, корп. 1</p></bio><bio xml:lang="en"><p>Aleksandr I. Usov</p><p>10 str. 1, 4-i Krutitsky per., Moscow, 109044</p><p>5 str. 4, 2-ya Baumanskaya ul., Moscow, 105005</p><p>2 korp. 1, Azovskaya ul., Moscow, 117638</p></bio><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Никулина</surname><given-names>М. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Nikulina</surname><given-names>M. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Марина Вячеславовна Никулина</p><p>109044, Москва, 4-й Крутицкий пер., д. 10, стр. 1</p></bio><bio xml:lang="en"><p>Marina V. Nikulina</p><p>10 str. 1, 4-i Krutitsky per., Moscow, 109044</p></bio><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Российский федеральный центр судебной экспертизы им. профессора А. Р. Шляхова при Министерстве юстиции Российской Федерации</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Professor A. R. Shlyakhov Russian Federal Centre of Forensic Science of the Ministry of Justice of the Russian Federation</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Российский федеральный центр судебной экспертизы им. профессора А. Р. Шляхова при Министерстве юстиции Российской Федерации;&#13;
Московский государственный технический университет им. Н. Э. Баумана;&#13;
Московский государственный университет имени М. В. Ломоносова, биологический факультет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Professor A. R. Shlyakhov Russian Federal Centre of Forensic Science of the Ministry of Justice of the Russian Federation;&#13;
Bauman Moscow State Technical University;&#13;
Lomonosov Moscow State University, Faculty of Biology</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>Российский федеральный центр судебной экспертизы им. профессора А. Р. Шляхова при Министерстве юстиции Российской Федерации;&#13;
Московский государственный технический университет им. Н. Э. Баумана;&#13;
Всероссийский государственный университет юстиции (РПА Минюста России)</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Professor A. R. Shlyakhov Russian Federal Centre of Forensic Science of the Ministry of Justice of the Russian Federation;&#13;
Bauman Moscow State Technical University;&#13;
All-Russian State University of Justice</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>26</day><month>07</month><year>2026</year></pub-date><volume>92</volume><issue>7</issue><fpage>19</fpage><lpage>29</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Бебешко Г.И., Омельянюк Г.Г., Усов А.И., Никулина М.В., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Бебешко Г.И., Омельянюк Г.Г., Усов А.И., Никулина М.В.</copyright-holder><copyright-holder xml:lang="en">Bebeshko G.I., Omel’yanyuk G.G., Usov A.I., Nikulina M.V.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.zldm.ru/jour/article/view/2883">https://www.zldm.ru/jour/article/view/2883</self-uri><abstract><p>Процедура метрологической валидации судебно-экспертных методик является эффективным приемом для подтверждения достоверности получаемых по ним результатов при исследовании объектов судебной экспертизы. Выводы судебного эксперта могут оказывать значительное влияние на различные аспекты судебного процесса и его исход. Отсутствие соответствующей нормативной правовой базы применительно к сфере судопроизводства требует изучения методологии валидации и специфики судебно-экспертных методик. С учетом двух видов контролируемых показателей (количественные и качественные) различают судебно-экспертные методики измерения (СЭМИ) и судебно-экспертные методики тестирования (СЭМТ). Показано, что валидация СЭМИ аналогична соответствующей процедуре для методик количественного химического анализа. Рассмотрена специфика валидации СЭМТ, связанная с параметрами (требованиями к целевому применению) и организацией эксперимента. Рассмотрены конкретные примеры использования слепых испытаний в ходе валидации. Статистическая оценка параметра надежности методики тестирования основана на подсчете числа ложных/правильных результатов. Представлены терминология и формулы расчета разных показателей ложных/правильных и положительных/отрицательных результатов качественного тестирования. Показаны возможности оценки границ достоверности результатов валидации СЭМИ и СЭМТ, а также результатов измерений в сравнительных исследованиях объектов экспертизы для решения идентификационных задач. Подробно изучены и показаны особенности валидации судебно-экспертных методик, используемых в пороговых испытаниях.</p></abstract><trans-abstract xml:lang="en"><p>The metrological validation of forensic methods is an effective precedure for confirming the reliability of the results obtained for researching forensic objects. The lack of a regulatory framework requires a study of the validation methodology and the specifics of forensic methods. In connection with two types of controlled indicators (quantitative and qualitative), the methods are divided into two types: forensic measurement methods (FMM) and testing methods (FTM). It was shown that the validation of FMM coincides with the corresponding procedure for quantitative chemical analysis methods. The specifics of validation of forensic testing methods related to parameters (requirements for targeted use) and the organization of the experiment were considered. Specific examples of the use of blind tests in the validation procedure are given. Statistical evaluation of the reliability parameter of the test method is based on the calculation of the number of false/true results. A terminology and formulas for calculating different indicators of false/true positive/negative results of qualitative testing are presented. The possibilities of assessing the reliability limits of validation results of the FMM and FTM methods, as well as the results of measurements in comparative studies of the objects of expertise for solving identification problems are shown. The specifics of validation of forensic methods used in threshold tests have been studied in detail and shown.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>валидация</kwd><kwd>судебно-экспертная методика измерения (СЭМИ)</kwd><kwd>судебно-экспертная методика тестирования (СЭМТ)</kwd><kwd>параметры валидации</kwd><kwd>эксперимент</kwd><kwd>статистика результатов</kwd><kwd>границы достоверности</kwd></kwd-group><kwd-group xml:lang="en"><kwd>validation</kwd><kwd>forensic measurement method (FMM)</kwd><kwd>forensic testing method (FTM)</kwd><kwd>parameters of validation</kwd><kwd>experiment</kwd><kwd>statistics of results</kwd><kwd>boundaries of reliability</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Smirnova S. A., Omel’yanuk G. G., Miklyaeva O. V. Expert’s methodic / S. A. Smirnova, ed. Forensic Expertise: Reboot. Part II. Encyclopedic Dictionary of the Theory of Forensic Science. — Moscow: EKOM, 2012. P. 184 – 185 [in Russian].</mixed-citation><mixed-citation xml:lang="en">Smirnova S. A., Omel’yanuk G. G., Miklyaeva O. V. Expert’s methodic / S. A. Smirnova, ed. Forensic Expertise: Reboot. Part II. Encyclopedic Dictionary of the Theory of Forensic Science. — Moscow: EKOM, 2012. P. 184 – 185 [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">ISO 9000:2015. Quality management systems — Fundamentals and vocabulary. https://www.iso.org/standard/45481.html (accessed March 25, 2026).</mixed-citation><mixed-citation xml:lang="en">ISO 9000:2015. Quality management systems — Fundamentals and vocabulary. https://www.iso.org/standard/45481.html (accessed March 25, 2026).</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">ISO/IEC 17025:2017. General requirements for the competence of testing and calibration laboratories. https://www.iso.org/standard/66912.html (accessed March 25, 2026).</mixed-citation><mixed-citation xml:lang="en">ISO/IEC 17025:2017. General requirements for the competence of testing and calibration laboratories. https://www.iso.org/standard/66912.html (accessed March 25, 2026).</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Bebeshko G. I., Omel’yanyuk G. G., Usov A. I., Nikulina M. V. Fundamentals of applying mathematical statistics methods in forensic examination. — Moscow: Shlyakhov RFCFS, 2025. — 128 p. [in Russian].</mixed-citation><mixed-citation xml:lang="en">Bebeshko G. I., Omel’yanyuk G. G., Usov A. I., Nikulina M. V. Fundamentals of applying mathematical statistics methods in forensic examination. — Moscow: Shlyakhov RFCFS, 2025. — 128 p. [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">ISO/IEC Guide 99:2007. International vocabulary of metrology — Basic and general concepts and associated terms (VIM). https://www.iso.org/standard/45324.html (accessed March 25, 2026).</mixed-citation><mixed-citation xml:lang="en">ISO/IEC Guide 99:2007. International vocabulary of metrology — Basic and general concepts and associated terms (VIM). https://www.iso.org/standard/45324.html (accessed March 25, 2026).</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">ISO 3534-2:2006. Statistics — Vocabulary and symbols. Part 2. Applied statistics. https://www.iso.org/standard/40147.html (accessed March 25, 2026).</mixed-citation><mixed-citation xml:lang="en">ISO 3534-2:2006. Statistics — Vocabulary and symbols. Part 2. Applied statistics. https://www.iso.org/standard/40147.html (accessed March 25, 2026).</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Usov A. I., Omel’yanyuk G. G., Bebeshko G. I., et al. Methodological features of validating forensic expert techniques / Theory Pract. Forensic Sci. 2023. Vol. 18. No. 1. P. 76 – 96 [in Russian]. DOI: 10.30764/1819-2785-2023-1-76-96</mixed-citation><mixed-citation xml:lang="en">Usov A. I., Omel’yanyuk G. G., Bebeshko G. I., et al. Methodological features of validating forensic expert techniques / Theory Pract. Forensic Sci. 2023. Vol. 18. No. 1. P. 76 – 96 [in Russian]. DOI: 10.30764/1819-2785-2023-1-76-96</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Bebeshko G. I., Lyubetskaya I. P., Omel’yanyuk G. G., Usov A. I. Methodological approaches to calculating key validation parameters of forensic methods / Inorg. Mater. 2021. Vol. 57. No. 14. P. 1385 – 1392. DOI: 10.1134/S0020168521140028</mixed-citation><mixed-citation xml:lang="en">Bebeshko G. I., Lyubetskaya I. P., Omel’yanyuk G. G., Usov A. I. Methodological approaches to calculating key validation parameters of forensic methods / Inorg. Mater. 2021. Vol. 57. No. 14. P. 1385 – 1392. DOI: 10.1134/S0020168521140028</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Omelianyuk G. G., Bebeshko G. I., Korol S. G. Methodical approaches to assessing the competence of forensic laboratories through inter-laboratory professional testing / Theory Pract. Forensic Sci. 2011. No. 4(24). P. 52 – 62 [in Russian].</mixed-citation><mixed-citation xml:lang="en">Omelianyuk G. G., Bebeshko G. I., Korol S. G. Methodical approaches to assessing the competence of forensic laboratories through inter-laboratory professional testing / Theory Pract. Forensic Sci. 2011. No. 4(24). P. 52 – 62 [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Smirnova S. A., Omelianyuk G. G., Bebeshko G. I., Yudin N. V. The experience of validation of benzo[a]pyrene determination technique in the samples of soil-geological origin by HPLC with fluorimetric detection for conducting forensic environmental examination / Theory Pract. Forensic Sci. 2012. No. 3(27). P. 79 – 91 [in Russian].</mixed-citation><mixed-citation xml:lang="en">Smirnova S. A., Omelianyuk G. G., Bebeshko G. I., Yudin N. V. The experience of validation of benzo[a]pyrene determination technique in the samples of soil-geological origin by HPLC with fluorimetric detection for conducting forensic environmental examination / Theory Pract. Forensic Sci. 2012. No. 3(27). P. 79 – 91 [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Smirnova S. A., Omelyanyuk G. G., Bebeshko G. I., Popov V. V. Modern approaches to metrological evaluation of forensic research methods / Abstrs. of the 6th European Academy of Forensic Science Conference EAFS-2012, The Hague, August 20 – 24. — The Hague, 2012. P. 363.</mixed-citation><mixed-citation xml:lang="en">Smirnova S. A., Omelyanyuk G. G., Bebeshko G. I., Popov V. V. Modern approaches to metrological evaluation of forensic research methods / Abstrs. of the 6th European Academy of Forensic Science Conference EAFS-2012, The Hague, August 20 – 24. — The Hague, 2012. P. 363.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Bebeshko G. I., Omelianyuk G. G., Nikulina M. V., Valitova A. R. The practice of validation of pH and specific electrical conductivity determination technique in the samples of soil and geological origin for conducting forensic environmental examination in the absence of standard samples / Theory Pract. Forensic Sci. 2017. Vol. 12. No. 2. P. 66 – 74 [in Russian]. DOI: 10.30764/1819-2785-2017-12-2-66-74</mixed-citation><mixed-citation xml:lang="en">Bebeshko G. I., Omelianyuk G. G., Nikulina M. V., Valitova A. R. The practice of validation of pH and specific electrical conductivity determination technique in the samples of soil and geological origin for conducting forensic environmental examination in the absence of standard samples / Theory Pract. Forensic Sci. 2017. Vol. 12. No. 2. P. 66 – 74 [in Russian]. DOI: 10.30764/1819-2785-2017-12-2-66-74</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">PCAST. Report to the President — Forensic Science in Criminal Courts: Ensuring Scientific Validity of Feature-Comparison Methods. — Washington, 2016. http://www.documentcloud.org/documents/3121011-Pcast-Forensic-Science-Report-Final.html (accessed March 25, 2026).</mixed-citation><mixed-citation xml:lang="en">PCAST. Report to the President — Forensic Science in Criminal Courts: Ensuring Scientific Validity of Feature-Comparison Methods. — Washington, 2016. http://www.documentcloud.org/documents/3121011-Pcast-Forensic-Science-Report-Final.html (accessed March 25, 2026).</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Bebeshko G. I., Usov A. I., Omel’yanyuk G. G., Lyubetskaya I. P. Evaluation of the reliability of the qualitative forensic technique microscopic examination of textile fibers / Inorg. Mater. 2023. Vol. 59. No. 14. P. 1482 – 1487. DOI: 10.1134/s0020168523140017</mixed-citation><mixed-citation xml:lang="en">Bebeshko G. I., Usov A. I., Omel’yanyuk G. G., Lyubetskaya I. P. Evaluation of the reliability of the qualitative forensic technique microscopic examination of textile fibers / Inorg. Mater. 2023. Vol. 59. No. 14. P. 1482 – 1487. DOI: 10.1134/s0020168523140017</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Smirnova S. A., Gradusova O. B., Nesterina E. M., et al. Diagnostic methodology for microinclusions in objects of soil and geological origin: validation and practical application / Inorg. Mater. 2022. Vol. 58. No. 14. P. 1484 – 1490. DOI: 10.1134/s0020168522140138</mixed-citation><mixed-citation xml:lang="en">Smirnova S. A., Gradusova O. B., Nesterina E. M., et al. Diagnostic methodology for microinclusions in objects of soil and geological origin: validation and practical application / Inorg. Mater. 2022. Vol. 58. No. 14. P. 1484 – 1490. DOI: 10.1134/s0020168522140138</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Gradusova O. B., Peleneva M. V, Nesterina E. M. Atlas of microinclusions in soils. — Moscow: RFCFE, 2014. — 94 p. [in Russian].</mixed-citation><mixed-citation xml:lang="en">Gradusova O. B., Peleneva M. V, Nesterina E. M. Atlas of microinclusions in soils. — Moscow: RFCFE, 2014. — 94 p. [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Swofford H., Champod C., Koertner A., et al. A method for measuring the quality of friction skin impression evidence: method development and validation / Forensic Sci. Int. 2021. Vol. 320. 110703. DOI: 10.1016/j.forsciint.2021.110703</mixed-citation><mixed-citation xml:lang="en">Swofford H., Champod C., Koertner A., et al. A method for measuring the quality of friction skin impression evidence: method development and validation / Forensic Sci. Int. 2021. Vol. 320. 110703. DOI: 10.1016/j.forsciint.2021.110703</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Pierce M. L., Cook L. J. Development and implementation of an effective Blind proficiency testing program / J. Forensic Sci. 2020. Vol. 65. No. 3. P. 809 – 814. DOI: 10.1111/1556-4029.14269</mixed-citation><mixed-citation xml:lang="en">Pierce M. L., Cook L. J. Development and implementation of an effective Blind proficiency testing program / J. Forensic Sci. 2020. Vol. 65. No. 3. P. 809 – 814. DOI: 10.1111/1556-4029.14269</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Smirnova S. A., Afanasyev I. B., Bebeshko G. I., Omel’yanyuk G. G. Validation of the expert methodology «Detection of condensed traces of gunshot residue containing heavy metal compounds on various objects by scanning electron microscopy and X-ray microanalysis» / Inorg. Mater. 2022. Vol. 58. No. 14. P. 1491 – 1499. DOI: 10.1134/s002016852214014x</mixed-citation><mixed-citation xml:lang="en">Smirnova S. A., Afanasyev I. B., Bebeshko G. I., Omel’yanyuk G. G. Validation of the expert methodology «Detection of condensed traces of gunshot residue containing heavy metal compounds on various objects by scanning electron microscopy and X-ray microanalysis» / Inorg. Mater. 2022. Vol. 58. No. 14. P. 1491 – 1499. DOI: 10.1134/s002016852214014x</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Bebeshko G. I., Omel’yanyuk G. G., Samoilova O. V., Usov A. I. Assessing the reliability of the forensic technique for the identification study of motor gasoline using gas-liquid chromatography / Inorg. Mater. 2024. Vol. 60. No. 1. P. 93 – 103. DOI: 10.1134/s0020168524700134</mixed-citation><mixed-citation xml:lang="en">Bebeshko G. I., Omel’yanyuk G. G., Samoilova O. V., Usov A. I. Assessing the reliability of the forensic technique for the identification study of motor gasoline using gas-liquid chromatography / Inorg. Mater. 2024. Vol. 60. No. 1. P. 93 – 103. DOI: 10.1134/s0020168524700134</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Ellison S. L. R., Fearn T. Characterizing the performance of qualitative analytical methods: statistics and terminology / Trends Anal. Chem. 2005. Vol. 24. No. 6. P. 468 – 476. DOI: 10.1016/j.trac.2005.03.007</mixed-citation><mixed-citation xml:lang="en">Ellison S. L. R., Fearn T. Characterizing the performance of qualitative analytical methods: statistics and terminology / Trends Anal. Chem. 2005. Vol. 24. No. 6. P. 468 – 476. DOI: 10.1016/j.trac.2005.03.007</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">The expression of uncertainty in qualitative testing: EURACHEM/CITAC guide. https://www.eurachem.org/index.php/publications/guides/performance-and-uncertainty-in-qualitative-analysis (accessed March 25, 2026).</mixed-citation><mixed-citation xml:lang="en">The expression of uncertainty in qualitative testing: EURACHEM/CITAC guide. https://www.eurachem.org/index.php/publications/guides/performance-and-uncertainty-in-qualitative-analysis (accessed March 25, 2026).</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Smith A. M., Neal T. M. S. The distinction between discriminability and reliability in forensic science / Sci. Justice. 2021. Vol. 61. No. 4. P. 319 – 331. DOI: 10.1016/j.scijus.2021.04.002</mixed-citation><mixed-citation xml:lang="en">Smith A. M., Neal T. M. S. The distinction between discriminability and reliability in forensic science / Sci. Justice. 2021. Vol. 61. No. 4. P. 319 – 331. DOI: 10.1016/j.scijus.2021.04.002</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Mil’man B. L. Introduction to Forensic Identification. — St. Petersburg: VVM, 2008. — 179 p. [in Russian].</mixed-citation><mixed-citation xml:lang="en">Mil’man B. L. Introduction to Forensic Identification. — St. Petersburg: VVM, 2008. — 179 p. [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Mil’man B. L., Konopel’ko L. A. Uncertainty of qualitative chemical analysis. General methodology and binary test methods / J. Anal. Chem. 2004. Vol. 59. No. 12. P. 1244 – 1258. DOI: 10.1023/b:janc.0000049712.88066.e7</mixed-citation><mixed-citation xml:lang="en">Mil’man B. L., Konopel’ko L. A. Uncertainty of qualitative chemical analysis. General methodology and binary test methods / J. Anal. Chem. 2004. Vol. 59. No. 12. P. 1244 – 1258. DOI: 10.1023/b:janc.0000049712.88066.e7</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Kafadar K. Statistical issues in assessing forensic evidence / Int. Stat. Rev. 2015. Vol. 83. No. 1. P. 111 – 134. DOI: 10.1111/insr.12069</mixed-citation><mixed-citation xml:lang="en">Kafadar K. Statistical issues in assessing forensic evidence / Int. Stat. Rev. 2015. Vol. 83. No. 1. P. 111 – 134. DOI: 10.1111/insr.12069</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Bebeshko G. I., Novoseletsky I. N., Omel’yanyuk G. G., et al. Application of mathematical statistics methods in assessing the reliability of forensic testing techniques / Inorg. Mater. Appl. Res. 2024. Vol. 15. No. 6. P. 1663 – 1670. DOI: 10.1134/s207511332570002</mixed-citation><mixed-citation xml:lang="en">Bebeshko G. I., Novoseletsky I. N., Omel’yanyuk G. G., et al. Application of mathematical statistics methods in assessing the reliability of forensic testing techniques / Inorg. Mater. Appl. Res. 2024. Vol. 15. No. 6. P. 1663 – 1670. DOI: 10.1134/s207511332570002</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Brown L. D., Cai T. T., DasGupta A. Interval estimation for a binomial proportion / Stat. Sci. 2001. Vol. 16. No. 2. P. 101 – 133.</mixed-citation><mixed-citation xml:lang="en">Brown L. D., Cai T. T., DasGupta A. Interval estimation for a binomial proportion / Stat. Sci. 2001. Vol. 16. No. 2. P. 101 – 133.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Shor Ya. B. Statistical methods of analysis and quality and reliability control. — Moscow: Sovetskoe Radio, 1962. — 552 p. [in Russian].</mixed-citation><mixed-citation xml:lang="en">Shor Ya. B. Statistical methods of analysis and quality and reliability control. — Moscow: Sovetskoe Radio, 1962. — 552 p. [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Komar N. P. Fundamentals of qualitative chemical analysis. 1. Ion equilibria. — Kharkov: Kharkov University, 1955. — 448 p. [in Russian].</mixed-citation><mixed-citation xml:lang="en">Komar N. P. Fundamentals of qualitative chemical analysis. 1. Ion equilibria. — Kharkov: Kharkov University, 1955. — 448 p. [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Panteleimonov A. V., Nikitina N. A., Reshetnyak E. A., et al. Binary response procedures of qualitative analysis: methodological characteristics and calculation aspects / Metody Ob’ekty Khim. Analiza. 2008. Vol. 3. No. 2. P. 128 – 146 [in Russian].</mixed-citation><mixed-citation xml:lang="en">Panteleimonov A. V., Nikitina N. A., Reshetnyak E. A., et al. Binary response procedures of qualitative analysis: methodological characteristics and calculation aspects / Metody Ob’ekty Khim. Analiza. 2008. Vol. 3. No. 2. P. 128 – 146 [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Reshetnyak E. A., Nikitina N. A., KholinYu. V., et al. On reliable assessment of metrological characteristics of test analysis / Vestn. Kharkov. Univ. Khimiya. 2003. Vol. 596. No. 10(33). P. 90 – 98 [in Russian].</mixed-citation><mixed-citation xml:lang="en">Reshetnyak E. A., Nikitina N. A., KholinYu. V., et al. On reliable assessment of metrological characteristics of test analysis / Vestn. Kharkov. Univ. Khimiya. 2003. Vol. 596. No. 10(33). P. 90 – 98 [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Macarthur R., von Holst Ch. A protocol for the validation of qualitative methods of detection / Anal. Methods. 2012. Vol. 4. P. 2744 – 2754. DOI: 10.1039/c2ay05719k</mixed-citation><mixed-citation xml:lang="en">Macarthur R., von Holst Ch. A protocol for the validation of qualitative methods of detection / Anal. Methods. 2012. Vol. 4. P. 2744 – 2754. DOI: 10.1039/c2ay05719k</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">GOST R 52361–2018. Analytical monitoring of an object. Terms and definitions. – Moscow: Standartinform, 2018. — 11 p. [in Russian].</mixed-citation><mixed-citation xml:lang="en">GOST R 52361–2018. Analytical monitoring of an object. Terms and definitions. – Moscow: Standartinform, 2018. — 11 p. [in Russian].</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Pulido A., Ruisánchez I., Boqué R., Rius F. X. Uncertainty of results in routine qualitative analysis / Trends Anal. Chem. 2003. Vol. 22. No. 10. P. 647 – 654. DOI: 10.1016/s0165-9936(03)01104-x</mixed-citation><mixed-citation xml:lang="en">Pulido A., Ruisánchez I., Boqué R., Rius F. X. Uncertainty of results in routine qualitative analysis / Trends Anal. Chem. 2003. Vol. 22. No. 10. P. 647 – 654. DOI: 10.1016/s0165-9936(03)01104-x</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Massart D. L., Vandeginste B. G., Buydens L. M. C., et al. Handbook of Chemometrics and Qualimetrics. Part A. — Amsterdam: Elsevier, 1997. — 886 p.</mixed-citation><mixed-citation xml:lang="en">Massart D. L., Vandeginste B. G., Buydens L. M. C., et al. Handbook of Chemometrics and Qualimetrics. Part A. — Amsterdam: Elsevier, 1997. — 886 p.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Doerffel K. Statistik in der analytischen Chemie. — Dt. Verlag für Grundstoffindustrie, 1987. — 192 s.</mixed-citation><mixed-citation xml:lang="en">Doerffel K. Statistik in der analytischen Chemie. — Dt. Verlag für Grundstoffindustrie, 1987. — 192 s.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
