Forensic analysis

法医分析
  • 文章类型: Journal Article
    背景这项研究强调了在法医案件中,性角是确定年龄和性别的关键颅面标志。它强调针对特定人群的分析,通过识别种群之间的差异来提高精确度。通过澄清角的法医用途,这项研究提供了明确的指导方针,改进法医实践。此外,彻底检查性别角度、年龄和性别的相关性,提供有关其法医相关性的重要信息。结果突出了针对特定人群的研究对于提高法医年龄和性别估计技术的准确性和可靠性至关重要,它推动了法医人类学的发展,并支持全球的法医调查。目的和目的本研究的目的是使用角度评估年龄和性别估计的准确性。这项研究的目的是利用角角度评估年龄和性别估计的准确性。材料和方法本研究按年龄组分为两组:第一组属于51至60岁,第二类属于61至70岁。利用G-Power软件(3.1.9.4版,杜塞尔多夫,德国),确定样本量。该计算确保了在0.05的显著性水平(α误差概率)下95%的统计能力。为了获得足够的统计能力,总共包括1000个样本,预计所需样本量为92。总共1000个样本,由500名男性和500名女性全景照片组成,被精心挑选参加这项研究。采集的样品年龄在51至70岁之间。使用Planmeca软件(PlanmecaRomexis®,6.0版,USAInc.).描述性统计,包括年龄和性别的预测分类分析,使用SPSS统计16.0版(SPSSInc.,2007年发布,SPSSforWindows,版本16.0,芝加哥,SPSSInc.)。结果根据本研究,51至60岁男性的平均角(124.7370度)大于女性(119.6371度)。女性群体的平均估计更准确,与男性组(0.60998)相比,标准误差较小(0.20844)。性别之间的平均角有统计学上的显着差异,男性具有较大的角(p值<0.001)。在61至70岁的年龄范围内,女性的平均角(128.4322度)高于男性(124.0529度)。在这种情况下,男性组的标准误差(0.14968)小于女性组的标准误差(0.30028),表明更准确的均值估计。再一次,p值小于0.001表示统计学上的显着差异,女性的角比男性大。结论我们的研究表明,下颌骨的角可被认为是性别识别的可靠参数。该研究的局限性在于,它无法可靠地识别亚成人人群和神经质的性别。正骨图是一种值得信赖且准确的方法,用于进行识别特定下颌骨性别所需的不同测量。
    Background The study highlights the gonial angle as a key craniofacial landmark for age and gender determination in forensic cases. It emphasizes population-specific analysis, enhancing precision by recognizing variations between populations. By clarifying the gonial angle\'s forensic use, the study offers clear guidelines, improving forensic practices. Moreover, the gonial angle and age and gender correlations are thoroughly examined, offering important information on their forensic relevance. The results highlight how crucial population-specific research is to improving the precision and dependability of forensic age and gender estimation techniques, which advances forensic anthropology and supports forensic investigations around the globe. Aim and objective The purpose of this study is to assess the accuracy of age and gender estimates using gonial angles. The objectives of this research are to evaluate the precision of age and gender estimates utilizing the gonial angle. Materials and methods This present study comprises two groups based on age groups: Group I belongs to 51 to 60 years of age, and Group II belongs to 61 to 70 years of age. Making use of G-Power software (version 3.1.9.4, Düsseldorf, Germany), the sample size was determined. The calculation ensured 95% statistical power at a significance level (alpha error probability) of 0.05. To achieve sufficient statistical power, a total of 1000 samples were included, with a projected required sample size of 92. A total of 1000 samples, consisting of 500 male and 500 female panoramic radiographs, were meticulously selected for the study. The samples picked were within the age range of 51 to 70 years. Orthopantomograms were determined using Planmeca software (Planmeca Romexis®, Version 6.0, USA Inc.). Descriptive statistics, including prediction classification analysis of age and gender, were conducted using SPSS Statistics version 16.0 (SPSS Inc., Released 2007, SPSS for Windows, Version 16.0, Chicago, SPSS Inc.). Results According to this study, the mean gonial angle of males aged 51 to 60 years is larger (124.7370 degrees) than that of females (119.6371 degrees). The female group\'s mean estimates are more accurate, as seen by the smaller standard error (0.20844) compared to the male group\'s (0.60998). A statistically significant difference in mean gonial angles between the genders is evident, with males having a larger gonial angle (p-value <0.001). In the age range of 61 to 70 years, the mean gonial angle of females is higher (128.4322 degrees) than that of males (124.0529 degrees). In this instance, the male group\'s standard error is smaller (0.14968) than the female group\'s (0.30028), indicating more accurate mean estimates. Once more, a statistically significant difference is indicated by a p-value of less than 0.001, with females having a larger gonial angle than males. Conclusion Our study revealed that the gonial angle of the mandible can be considered a reliable parameter for gender identification. The study\'s limitation is its inability to reliably identify gender in the subadult population and in cases of edentulousness. An orthopantomogram is a trustworthy and accurate method for taking the different measurements needed to identify the gender of a particular mandible.
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  • 文章类型: Journal Article
    目的:由于生物样品中CN的不稳定性,通过直接分析死后血液中氰化物(CN)中毒的法医验证具有挑战性。CN代谢物,硫氰酸盐(SCN-)和2-氨基噻唑啉-4-羧酸(ATCA),被提议作为更稳定的生物标志物,然而,目前尚不清楚这两者是否适合这一目的。在这项研究中,我们评估了CN生物标志物在死后猪和死后血液中的行为,以确定哪种生物标志物是CN暴露的最佳生物标志物。
    方法:CN,SCN-,和ATCA在4°C储存的死后猪(N=8)和25°C储存的死后血液(室温,RT)和37°C(典型人体温度,HBT)。
    结果:CN中毒后,每个CN生物标志物的浓度增加远高于基线。在死猪身上,CN浓度迅速下降(t1/2=34.3h)与SCN-(t1/2=359h,15天)和ATCA(t1/2=544小时,23天)。死后血液中的CN不稳定性在RT(t1/2=10.7h)和HBT(t1/2=6.6h)时增加。SCN-和ATCA在所有储存条件下均比CN更稳定。在死猪身上,SCN-和ATCA的t1/2s分别为15天和23天,分别。虽然SCN-和ATCA的t1/2s相对较长,内源性SCN-水平的变化比ATCA大得多.
    结论:虽然仍有问题需要回答,ATCA是CN中毒的最熟练的法医标记(即,ATCA产生了最长的半衰期,高于基线水平的最大增幅,和最稳定的背景浓度)。
    OBJECTIVE: Forensic verification of cyanide (CN) poisoning by direct CN analysis in postmortem blood is challenging due to instability of CN in biological samples. CN metabolites, thiocyanate (SCN-) and 2-aminothiazoline-4-carboxylic acid (ATCA), have been proposed as more stable biomarkers, yet it is unclear if either is appropriate for this purpose. In this study, we evaluated the behavior of CN biomarkers in postmortem swine and postmortem blood to determine which serves as the best biomarker of CN exposure.
    METHODS: CN, SCN-, and ATCA were measured in postmortem swine (N = 8) stored at 4 °C and postmortem blood stored at 25 °C (room temperature, RT) and 37 °C (typical human body temperature, HBT).
    RESULTS: Following CN poisoning, the concentration of each CN biomarker increased well above the baseline. In postmortem swine, CN concentrations declined rapidly (t1/2 = 34.3 h) versus SCN- (t1/2 = 359 h, 15 days) and ATCA (t1/2 = 544 h, 23 days). CN instability in postmortem blood increased at RT (t1/2 = 10.7 h) and HBT (t1/2 = 6.6 h). SCN- and ATCA were more stable than CN at all storage conditions. In postmortem swine, the t1/2s of SCN- and ATCA were 15 and 23 days, respectively. While both the t1/2s of SCN- and ATCA were relatively lengthy, endogenous levels of SCN- were much more variable than ATCA.
    CONCLUSIONS: While there are still questions to be answered, ATCA was the most adept forensic marker of CN poisoning (i.e., ATCA produced the longest half-life, the largest increase above baseline levels, and most stable background concentrations).
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  • 文章类型: Journal Article
    指纹是用作生物特征密钥的独特模式,因为它们允许明确地识别个人,使它们在法医领域的应用成为一种普遍的做法。设计一个可以匹配不同图像细节的系统仍然是一个开放的问题,特别是当应用于大型数据库或,使用移动设备在取证场景中的实时应用程序。在犯罪现场收集的指纹通常被手动处理以找到与解决犯罪相关的指纹。这项工作提出了一种有效的方法,可以实时应用,以减少犯罪现场调查中消耗时间和人力资源的人工工作。所提出的方法包括四个步骤:(i)使用定向的Gabor滤波器进行图像预处理;(ii)使用交叉数字方法的变体提取细节点,该方法包括通过凸包和侵蚀进行新颖的ROI定义,然后用平均细节点替换两个或多个非常接近的细节点;(iii)创建一个模型,该模型通过一组多边形的特征来表示每个细节点,包括在每个图像的相对细节点上使用相邻细节点和每个细节点虽然在文献中,大多数方法都希望验证整个指纹模型,连接细节或使用细节三元组,我们使用n顶点多边形单独验证每个细节,这些多边形的顶点是围绕参考的相邻细节。我们的方法还揭示了针对虚假细节的鲁棒性,因为几个多边形用于表示相同的细节,即使有虚假的细节,真正的多边形存在并被识别;此外,我们的方法不受旋转和翻译的影响。结果表明,所提出的方法可以在标准硬件实现中实时应用,具有任意方向的图像。
    Fingerprints are unique patterns used as biometric keys because they allow an individual to be unambiguously identified, making their application in the forensic field a common practice. The design of a system that can match the details of different images is still an open problem, especially when applied to large databases or, to real-time applications in forensic scenarios using mobile devices. Fingerprints collected at a crime scene are often manually processed to find those that are relevant to solving the crime. This work proposes an efficient methodology that can be applied in real time to reduce the manual work in crime scene investigations that consumes time and human resources. The proposed methodology includes four steps: (i) image pre-processing using oriented Gabor filters; (ii) the extraction of minutiae using a variant of the Crossing Numbers method which include a novel ROI definition through convex hull and erosion followed by replacing two or more very close minutiae with an average minutiae; (iii) the creation of a model that represents each minutia through the characteristics of a set of polygons including neighboring minutiae; (iv) the individual search of a match for each minutia in different images using metrics on the absolute and relative errors. While in the literature most methodologies look to validate the entire fingerprint model, connecting the minutiae or using minutiae triplets, we validate each minutia individually using n-vertex polygons whose vertices are neighbor minutiae that surround the reference. Our method also reveals robustness against false minutiae since several polygons are used to represent the same minutia, there is a possibility that even if there are false minutia, the true polygon is present and identified; in addition, our method is immune to rotations and translations. The results show that the proposed methodology can be applied in real time in standard hardware implementation, with images of arbitrary orientations.
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  • 文章类型: Journal Article
    罂粟是为其可食用种子和生物碱生产而种植的。种子贸易和加工中的一个严重问题是有意将优质食品的种子与非食品级的种子混合。跟踪种子的正确或非法处理需要一种有效的方法来区分和个性化罂粟品种。就像人类和动物取证一样,包含位于非编码DNA或基因序列中的短串联重复序列(STR)的DNA可变区(EST-STR)是区分基因型的优选标记。测试了迄今为止尚未分析的10个罂粟EST-STR基因座设计的引物对一组23个相关的嗜血杆菌基因型的辨别能力。一起鉴定了33个EST-STR等位基因。它们的多态信息含量(PIC)值在0.175-0.649之间。PI值在0.140-0.669范围内变化,累积PI为1.2×10-5。PIsibs值在0.436和0.820之间变化,累积值较低(5.0×10-3)。所有分析的基因型相互区分,每个都有自己独特的EST-STR配置文件。这些新开发的EST-STR标记更有效地区分了拟南芥基因型,甚至那些以前DNA图谱相同的基因型。
    Papaver somniferum L. is cultivated for its edible seeds and for the production of alkaloids. A serious problem in seed trade and processing is the intentional mixing of excellent food-quality seeds with non-food-grade-quality seeds. Tracking the correct or illegitimate handling of seeds requires an efficient method for discrimination and individualization of poppy varieties. As in human and animal forensics, DNA variable regions containing short tandem repeats (STRs) located either in non-coding DNA or in gene sequences (EST-STRs) are preferred markers for discrimination between genotypes. Primers designed for 10 poppy EST-STR loci not analyzed so far were tested for their discriminatory ability on a set of 23 related P. somniferum L. genotypes. Thirty-three EST-STR alleles were identified together. Their polymorphic information content (PIC) values were in the range of 0.175-0.649. The PI value varied in the range of 0.140-0.669, and the cumulative PI was 1.2 × 10-5. PIsibs values varied between 0.436 and 0.820 and the cumulative value was lower (5.0 × 10-3). All analyzed genotypes were distinguished mutually, each with its own unique EST-STR profile. These newly developed EST-STR markers more effectively discriminated P. somniferum L. genotypes, even those genotypes whose DNA profiles were previously identical.
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  • 文章类型: Journal Article
    身体的分解与几种气味的释放密不可分。这种现象已经在嗅探犬的训练中使用了数十年。与分解相关的气味特征由一系列挥发性有机化合物(VOC)组成,其化学成分随时间变化,温度,环境条件,以及微生物的类型,和昆虫在尸体上定居。汞是与尸体相关的难闻气味的原因;然而,没有统一的建议根据发现的尸体的可检测气味进行法医分析,并且先前对VOCs的研究显示出不同的结果。这篇综述的目的是将与分解过程相关的挥发性有机化合物类型的现有知识系统化,取决于几个变量。这些知识将改善现代法医学诊断中使用的VOCs检测和分析方法,并改善用于法医应用的训练犬的方法。
    The decomposition of a body is inseparably associated with the release of several types of odors. This phenomenon has been used in the training of sniffer dogs for decades. The odor profile associated with decomposition consists of a range of volatile organic compounds (VOCs), chemical composition of which varies over time, temperature, environmental conditions, and the type of microorganisms, and insects colonizing the carcass. Mercaptans are responsible for the bad smell associated with corpses; however, there are no unified recommendations for conducting forensic analysis based on the detectable odor of revealed corpses and previous research on VOCs shows differing results. The aim of this review is to systematize the current knowledge on the type of volatile organic compounds related to the decomposition process, depending on a few variables. This knowledge will improve the methods of VOCs detection and analysis to be used in modern forensic diagnostics and improve the methods of training dogs for forensic applications.
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  • 文章类型: Journal Article
    苯并咪唑类阿片,通常被称为硝基苯,代表一个新的精神活性物质亚组,最近在美国和欧洲的致命过量剂量有所增加。随着非法药物市场上各种类似物的出现,法医实验室面临着识别这些强效药物的挑战。我们在这里提出了一种简单的定量方法来测定九种硝基苯类似物,即,氯硝唑,etotesnitazene,依托氮嗪,依托硝氮肽,氟尼氮烯,异硝基苯,美托硝基苯,甲硝唑,使用96孔格式的液相微萃取和电膜萃取以及液相色谱串联质谱法在全血中的质子氮烯。绿色和有效的样品制备是通过96孔格式的液相微提取完成的,并导致所有分析物的高提取率(>81%)。这里,将用缓冲液(1:1,%v)稀释的血液从供体隔室中通过薄的有机液膜提取并进入水性受体溶液。收集受体溶液并直接注入分析平台。用联苯柱完成色谱分离,允许在通过多反应监测进行检测之前,对结构异构体异单氮唑和单氮唑进行基线分离。根据法医毒理学科学工作组指南进行验证。校准范围为0.5至50nM(除了0.1nM的质子氮嗪和氯硝唑),具有良好的线性和低至0.01nM的检测限。进行AGREEPrep评估以评估样品制备的绿色度,最终得分为0.71。硝胺烯是当前对公众健康的威胁,和分析方法,涵盖广泛的这些类似物是有限的。这里描述的方法可以帮助检测全血中的硝基苯并防止这些物质在验尸调查中被遗漏。
    Benzimidazole opioids, often referred to as nitazenes, represent a subgroup of new psychoactive substances with a recent increase in fatal overdoses in the USA and Europe. With a variety of analogs emerging on the illicit drug market, forensic laboratories are challenged to identify these potent drugs. We here present a simple quantitative approach for the determination of nine nitazene analogs, namely, clonitazene, etodesnitazene, etonitazene, etonitazepyne, flunitazene, isotonitazene, metodesnitazene, metonitazene and protonitazene in whole blood using liquid-phase microextraction and electromembrane extraction in a 96-well format and liquid chromatography-tandem mass spectrometry. Green and efficient sample preparation was accomplished by liquid-phase microextraction in a 96-well format and resulted in high extraction yields for all analytes (>81%). Here, blood diluted with buffer (1:1, %v) was extracted from a donor compartment across a thin organic liquid membrane and into an aqueous acceptor solution. The acceptor solution was collected and directly injected into the analysis platform. Chromatographic separation was accomplished with a biphenyl column, allowing for a baseline separation of the structural isomers isotonitazene and protonitazene before detection by multiple reaction monitoring. Validation was performed according to Scientific Working Group of Forensic Toxicology guidelines. The calibration range was from 0.5 to 50 nM (except for protonitazene and clonitazene from 0.1 nM) with good linearity and limits of detection down to 0.01 nM. An AGREEprep assessment was performed to evaluate sample preparation greenness, with a final score of 0.71. Nitazenes represent a current threat to public health, and analytical methods that cover a wide range of these analogs are limited. Here, the described method may assist in the detection of nitazenes in whole blood and prevent these substances from being missed in postmortem investigations.
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  • 文章类型: Journal Article
    在过去的几年里,法医研究一直集中在触摸DNA上,以提高其在犯罪活动调查中的证据价值,并了解影响触摸DNA的变量。新兴的变量之一是使用基于酒精的消毒剂,在COVID-19大流行期间,建议用于手部卫生。本研究的目的是评估洗手液对触摸DNA沉积的影响,转让,和恢复,并评估STR打字成功,DNA图谱的质量,和个人识别。在使用含酒精的洗手液之前和之后,20名志愿者在玻璃表面沉积120个指纹,含有皮肤来源或唾液DNA。样品通过实时定量PCR(q-PCR)定量,通过GlobalFiler®PCR扩增试剂盒对产量>15μg/μl的76个样品进行21个常染色体STR分型。DNA图谱被分类为单一来源,混合,和不确定的资料,通过使用LRmixStudio软件与参考样品进行比较,进行LR评估.使用洗手液后,样品产生较低量的回收转移的DNA,特别是考虑含有唾液DNA的样品(弗里德曼检验p<0.05)。所有76个扩增样本(占总数的63.3%)显示至少10个分型位点,根据LR值≥106,83-100%的配置文件与参考配置文件一致。结果表明,虽然洗手液减少了DNA的回收,即使使用洗手液,触摸DNA样本仍可用于法医个人识别。
    In the last years, forensic research has been focused on touch DNA in order to improve its evidential value in criminal activity investigations as well as to understand the variables impacting touch DNA. One of the emerging variables is represented by the use of alcohol-based sanitizers, which was suggested for hand hygiene during the COVID-19 pandemic. The aims of the present study were to assess the effect of a hand sanitizer on touch DNA deposition, transfer, and recovery and also to evaluate STR typing success, quality of DNA profiles, and personal identification. Before and after the use of an alcohol-based hand sanitizer, 20 volunteers deposited on glass surfaces 120 fingerprints, containing skin-derived or salivary DNA. Samples were quantified by real-time quantitative PCR (q-PCR), and 76 samples yielding > 15 pg/μl were typed for 21 autosomal STRs by GlobalFiler® PCR Amplification Kit. DNA profiles were classified into single source, mixed, and inconclusive profiles, and a LR assessment was performed by comparison to the reference samples using LRmix Studio software. After the use of hand sanitizer, samples yielded lower quantities of recovered transferred DNA, especially considering samples containing salivary DNA (p < 0.05 by Friedman test). All the 76 amplified samples (63.3% of the total) showed at least 10 typed loci, and 83-100% of profiles were consistent with the reference ones on the basis of a LR value ≥ 106. Results showed that, although the hand sanitizer reduces the DNA recovering, touch DNA samples might still be useful for forensic personal identification even when hand sanitizers are used.
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  • 文章类型: Journal Article
    毛发是仅在哺乳动物中发现的特征。在所有物种中,它是由外角质层组成的表皮突起,中皮层,和内部髓质。毛发在哺乳动物中的主要目的是帮助体温调节。每个家畜物种都有独特的毛发图案,可用于法医调查。本研究的目的是在立体显微镜下观察不同的动物毛发,以进行法医分析。头发是仅在哺乳动物中看到的独特特征。它是由外角质层组成的表皮突起,中皮层,和所有物种的内部髓质。动物毛发的主要功能是有助于体温调节。每个家畜物种都有法医调查人员可以使用的特定毛发模式。所有动物毛发的轴轮廓都是直的。在近端,根不存在,因为从各自的动物身上剪下了毛发。在所有的发束中都没有角质。狗毛表面纹理光滑,猫毛粗糙刺骨,马毛和鼠毛粗糙。毛发的显微镜检查揭示了形态上的区别,可以区分来自不同物种的动物毛发。在法医调查中,各种动物毛发的显微镜检查是有用的。
    Hair is a feature that is only found in mammals. In all species, it is an epidermal protrusion composed of an outer cuticle, middle cortex, and inner medulla. Hair\'s primary purpose in mammals is to aid with thermoregulation. Every domestic animal species has a distinct hair pattern that can be used in forensic investigations. The aim of the present study is to observe the different animal hairs under stereomicroscope for forensic analysis. Hair is a unique characteristic seen only in mammals. It is an epidermal protrusion composed of an outer cuticle, middle cortex, and inner medulla in all species. The primary function of hair in animals is to aid with thermoregulation. Every domestic animal species has a specific hair pattern that forensic investigators can employ. The shaft profile was straight in all the animal hairs. In the proximal end, the root was absent because the hair was cut from the respective animals. Cuticles were absent in all the hair strands. The surface texture was smooth in dog hair, rough and spiculated in cat hair, and coarse in horse and rat hair. Microscopic examination of hairs reveals morphological distinctions that allow animal hairs from different species to be distinguished. In forensic investigations, microscopic examinations of various animal hairs are useful.
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  • 文章类型: Journal Article
    在这项研究中,开发了一种基于微波的快速治疗方法,作为法医样本DNA分析的前端。微波处理的效果是引起细胞破坏,这可以在直接PCR以及提取方法期间改善DNA的释放。暴露于微波预处理提高了快速基因分型的质量,特别是当使用低水平的样品。当样品在300W下微波处理40s时,获得最佳结果,导致改进的等位基因检测。总的来说,当与快速的DNA分析工作流程相结合时,这种简单的预处理步骤的添加提高了低水平DNA样品的灵敏度和等位基因回收率.它的主要优点包括速度,低成本,与下游DNA方法的兼容性以及对各种样品的应用。
    In this study, a quick microwave-based treatment was developed as a front end for DNA analysis of forensic samples. The effect of microwave treatment is to cause cell disruption which can improve the release of DNA during direct PCR as well as with extraction methods. Exposure to microwave preprocessing improved the quality of rapid genotyping, particularly when used with low level samples. Optimal results were obtained when samples were microwaved at 300W for 40 s, resulting in improved allele detection. Overall, the addition of this simple preprocessing step improves sensitivity and allele recovery for low level DNA samples when combined with expedited DNA analysis workflows. Its main advantages include speed, low cost, compatibility with downstream DNA methods and application to a wide variety of samples.
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  • 文章类型: Journal Article
    UNASSIGNED:本文研究了巴西计票系统的完整性。
    UNASSIGNED:我们分析了2018年巴西总统大选的高级选举法院(TSE)的数据,以评估可疑的选票计数模式,并采用了五种常用技术来检测欺诈行为:a)第二位Benford的法律测试;b)最后一位平均值;c)最后一位数字0和5的频率分析;d)选票百分比与投票率之间的相关性
    UNASSIGNED:结果表明,三位投票最多的候选人-JairMessiasBolsonaro(PSL)的第二位分布,费尔南多·哈达德(PT),和西罗·戈麦斯(PDT)-符合本福德的法律。我们还发现,最后一位数字平均值和最后一位数字频率在正常参数范围内,表明没有不规则。同样,指纹图表示的相关系数与公平选举的理论预期一致。重新采样的内核密度表明,进行投票计数时没有统计学上的显着失真。这些结果在不同的数据汇总级别(投票站和市政当局)下是稳健的。
    UNASSIGNED:以数字为中心的测试的联合应用,基于回归的技术,投票份额的分布模式为检测异常病例提供了更可靠的方法。依靠这个统一的框架,我们在2018年巴西总统大选中没有发现选举舞弊的证据。这些结果增进了我们对统计取证工具的当前理解,并且可以很容易地复制以检查其他国家的选举完整性。
    UNASSIGNED: This paper studies the integrity of the vote counting system in Brazil.
    UNASSIGNED: We analyze data from the Superior Electoral Court (TSE) for the 2018 Brazilian presidential election to assess suspicious vote count patterns deploying five techniques commonly used to detect fraud: a) the second-digit Benford\'s law test; b) the last digit mean; c) frequency analysis of last digits 0 and 5; d) correlation between the percentage of votes and the turnout rate; and e) resampled Kernel density of the proportion of votes.
    UNASSIGNED: The results show that the second-digit distributions for the three most voted candidates - Jair Messias Bolsonaro (PSL), Fernando Haddad (PT), and Ciro Gomes (PDT) - conform to Benford\'s law. We also find that last digit means and last digit frequency are within normal parameters, indicating no irregularities. Similarly, the fingerprint plot indicates a correlation coefficient that is consistent with the theoretical expectation of a fair election. The resampled Kernel density suggests that the vote count was performed without statistically significant distortions. These results are robust at different levels of data aggregation (polling station and municipality).
    UNASSIGNED: The joint application of digit-focused tests, regression-based techniques, and patterns in the distribution of vote-shares provide a more reliable method for detecting anomalous cases. Relying on this unified framework, we find no evidence of electoral fraud in the 2018 Brazilian presidential election. These results advance our current understanding of statistical forensics tools and may be easily replicated to examine electoral integrity in other countries.
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