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Detecting the waves of southward culture diffusion along the eastern margin of Tibetan Plateau during the Neolithic and Bronze Age: a sarcophagus burial perspective 新石器时代和青铜时代青藏高原东缘文化南向扩散浪潮的探测:石棺葬的视角
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-11-11 DOI: 10.1007/s12520-024-02100-7
Tianli Song, Xiliang Deng, Zhixiong Zhang, Ziyun Yan, Gang Li, Shanjia Zhang, Yongxiang Xu, Wenbin Wei, Minmin Ma

The trajectory for the southward diffusion of cultural elements originated from north China, such as millet crops, painted pottery, and sarcophagus burial, along the eastern margin of the Tibetan Plateau (EMTP) during the Neolithic and Bronze Age, is a hot issue across multiple disciplines. Painted pottery and millet had spread into the southeast margin of the Tibetan Plateau during the early fifth millennium BP, while sarcophagus burials emerged in the same area before ~ 3000 BP. However, the timeline for the southward diffusion of sarcophagus burial remains unclear due to the absence of reliable dates of sarcophagus burials in the northeast Tibetan Plateau (NETP). To solve this problem, we investigated prehistoric sites in the Bailong River valley of NETP and sampled bones from a site and five sarcophagus burials for radiocarbon dating. Most dates span between ~ 4500–3500 BP, which are the earliest direct dates of sarcophagus burials distributed along the EMTP. In comparison to updated results of archaeological studies and radiocarbon dating, we argue that the southward diffusion of sarcophagus burials along the EMTP occurred between ~ 4500–3000 BP, much later than the southward dispersal of painted pottery. This provides a new perspective to understand multiple waves of southward culture diffusion along the EMTP before the dawn of the Imperial Age in China.

新石器时代和青铜时代,粟作、彩陶、石棺葬等源于华北的文化元素沿青藏高原东缘向南扩散的轨迹,是多学科研究的热点问题。彩陶和小米在公元前五千年早期就已扩散到青藏高原东南边缘,而石棺葬则在公元前约 3000 年前出现在同一地区。然而,由于青藏高原东北部石棺葬缺乏可靠的年代,石棺葬南传的时间线仍不清楚。为了解决这个问题,我们对青藏高原东北部白龙江流域的史前遗址进行了调查,并从一个遗址和五个石棺葬中取样进行了放射性碳测年。结果表明,大部分石棺葬的年代在公元前4500-3500年之间,是目前发现的分布在东引河谷地区的石棺葬最早的直接年代。与考古研究和放射性碳测年的最新结果相比,我们认为石棺葬沿EMTP向南扩散发生在公元前约4500-3000年之间,远远晚于彩陶向南扩散的时间。这为我们理解中国帝王时代到来之前沿东海东坡文化的多次南下扩散提供了一个新的视角。
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引用次数: 0
Algorithms for biodistance analysis based on various squared Euclidean and generalized Mahalanobis distances combined with probabilistic hierarchical cluster analysis and multidimensional scaling 基于各种欧几里得平方和广义马哈拉诺比斯距离的生物距离分析算法,结合概率分层聚类分析和多维缩放技术
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-11-08 DOI: 10.1007/s12520-024-02098-y
Efthymia Nikita, Panos Nikitas

Biodistance analysis identifies groups that exhibit biological affinity based on phenotypic data. This study proposes and evaluates the performance of algorithms for biodistance analysis based on various squared Euclidean and generalized Mahalanobis distances by combining them with probabilistic hierarchical cluster analysis (HCA) and multidimensional scaling (MDS). Four archaeological datasets of human dental metrics and/or non-metric traits were used. To analyze the data, we integrated our previous work on biodistances and developed algorithms that calculate various types of squared Euclidean and generalized Mahalanobis distances, estimate various parameters, apply modified MDS and HCA methods to compute all possible cluster probabilities, and provide MDS confidence ellipses and dendrograms with cluster probabilities. All algorithms are implemented in R. From the data analysis, we found that all distances studied are simulated very satisfactorily by the Monte-Carlo method, resulting in the estimation of accurate cluster probabilities. Examining the probabilities of expected cluster formation, we found that these probabilities are higher when calculated using generalized Mahalanobis distances than the corresponding Euclidean distances. Therefore, the cluster probabilities supported that the generalized Mahalanobis distances are better than the corresponding Euclidean distances in cluster analysis. From a methodological point of view, clustering information concerning population affinities should not be based on a single dendrogram but instead be extracted from the list of the most frequent clusters obtained from all simulated dendrograms.

生物距离分析可根据表型数据确定表现出生物亲缘关系的群体。本研究提出并评估了基于各种欧氏平方距离和广义马哈罗诺比距离的生物距离分析算法的性能,并将其与概率分层聚类分析(HCA)和多维尺度分析(MDS)相结合。我们使用了四个人类牙齿度量和/或非度量特征的考古数据集。为了分析这些数据,我们整合了之前在生物距离方面的研究成果,并开发了一些算法来计算各种类型的欧氏平方距离和广义马哈拉诺比距离,估计各种参数,应用改进的 MDS 和 HCA 方法来计算所有可能的聚类概率,并提供 MDS 置信椭圆和带有聚类概率的树枝图。通过数据分析,我们发现所有研究的距离都能通过蒙特卡洛方法得到非常令人满意的模拟,从而估算出准确的聚类概率。在研究预期聚类形成的概率时,我们发现使用广义马哈拉诺比距离计算的概率要高于相应的欧氏距离。因此,聚类概率证明,在聚类分析中,广义马哈拉诺比距离优于相应的欧氏距离。从方法学的角度来看,有关种群亲缘关系的聚类信息不应该基于单一的树枝图,而应该从所有模拟树枝图中获得的最频繁聚类列表中提取。
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引用次数: 0
Almost the same, but not quite: an analysis of Late Bronze Age swords in the Balearic Islands 几乎一样,但又不完全一样:对巴利阿里群岛青铜时代晚期剑的分析
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-11-06 DOI: 10.1007/s12520-024-02088-0
Laura Perelló Mateo, Bartomeu Llull Estarellas, Manuel Calvo Trías

In the present work we carry out a study of all the Late Bronze Age swords recorded in the Balearic Islands. They represent a set of local practices and traditions alongside foreign ideas and archetypes. To carry out the study, we employ a strategy that joins technological and archaeometric analyses with approaches that consider isotopes and typologies. Of note among the data considered is the importance of metal coming from deposits in Linares, followed by Menorca and Mallorca, and finally, more marginally, Sardinia. A technological analysis of the manufacturing processes provides evidence, in a local context, of the use of the lost-wax casting technique, compound objects, and ternary bronzes, all technologies foreign to the Balearic Islands. Finally, we reflect on the local practices in which these objects were embroiled. All of this allows us to provide an in-depth examination of the interaction networks as well as the changes that took place in local metallurgical practices as the result of the circulation of ideas and knowledge.

在本作品中,我们对巴利阿里群岛有记载的所有青铜时代晚期的剑进行了研究。这些剑代表了当地的习俗和传统,以及外来的观念和原型。为了开展这项研究,我们采用了一种策略,将技术和考古分析与考虑同位素和类型学的方法结合起来。值得注意的是,利纳雷斯的金属矿藏非常重要,其次是梅诺卡岛和马略卡岛,最后是撒丁岛。对制造工艺的技术分析提供了在当地使用失蜡铸造技术、复合器物和三元青铜器的证据,所有这些技术对巴利阿里群岛来说都是陌生的。最后,我们还对这些文物所涉及的当地习俗进行了反思。所有这些都使我们能够深入研究互动网络,以及当地冶金实践因思想和知识的流通而发生的变化。
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引用次数: 0
The molecular composition of birch tar and its infrared spectrum 桦木焦油的分子组成及其红外光谱
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-11-04 DOI: 10.1007/s12520-024-02102-5
Patrick Schmidt, Tabea J. Koch

Birch tar was the first substance made by humans that is otherwise not available in nature. The oldest artefacts date to ~ 200 thousand years ago in Europe but birch tar becomes more frequent around 45 thousand years ago and even more so from the Mesolithic onwards. Their study has important implication for our understanding of evolutionary processes such as cognitive capacity and cultural evolution. What remains unknown is the overall molecular composition of birch tar. Several approaches based on gas chromatography-mass spectrometry have shown the potential of studying solvent soluble molecules to understand the botanical origin of different tars, their manufacturing techniques and their post-depositional alteration mechanisms. However, birch tar’s soluble fraction cannot shed light on its mechanical properties. In this study, we conduct gas chromatography-mass spectrometry and spectroscopic analysis of seven bulk birch tar samples, including infrared band assignment and structural refinement of organic molecules in the insoluble fraction. We find that the overall proportion that cannot be analysed by gas chromatography accounts for 85–90% in birch tar. This phase consists of polymerised molecules with a structure analogous to asphaltenes but containing a significantly greater amount of oxygen-related functional groups. Our findings have implications for understanding the viscosity, adhesiveness and stiffness of birch tar and they call for caution in applying analytical techniques that only target soluble molecules in birch tar.

桦木焦油是人类制造的第一种在自然界中无法找到的物质。在欧洲,最古老的人工制品可追溯到约 20 万年前,但桦木焦油在 4.5 万年前变得更加常见,从中石器时代开始更是如此。他们的研究对我们了解认知能力和文化进化等进化过程具有重要意义。目前仍然未知的是桦木焦油的整体分子组成。基于气相色谱-质谱法的几种方法表明,通过研究溶剂可溶分子可以了解不同焦油的植物起源、制造技术及其沉积后的变化机制。然而,桦木焦油的可溶部分无法揭示其机械特性。在本研究中,我们对七个块状桦木焦油样品进行了气相色谱-质谱分析和光谱分析,包括不溶性部分有机分子的红外波段分配和结构细化。我们发现,在桦木焦油中,无法用气相色谱法分析的总比例占 85-90%。这一阶段由聚合分子组成,其结构类似于沥青质,但含有大量与氧有关的官能团。我们的研究结果对了解桦木焦油的粘度、粘附性和硬度具有重要意义,并要求在应用仅针对桦木焦油中可溶性分子的分析技术时要谨慎。
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引用次数: 0
Taphonomy on the beach: experimental approach to bone modifications made by insects on an island (Gran Canaria, Canary Island, Spain) 海滩上的岩石学:对一个岛屿(西班牙加那利岛大加那利岛)上昆虫改造骨骼的实验方法
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-11-01 DOI: 10.1007/s12520-024-02094-2
Pedro Henríquez-Valido, Aitor Brito-Mayor

Insects play a crucial role in cadaveric decomposition, yet their contribution to taphonomic alterations on bones is often overlooked. This study investigates insect activity's impact on bone surface modifications under different environmental conditions. Five unfleshed pig heads were subjected to varied settings—buried and exposed—across coastal and inland contexts. Nine insect taxa were identified, including flies (Sarcophagidae, Calliphoridae [Chrysomia albiceps], Fanniidae, Muscidae), beetles (Dermestidae [Dermestes maculatus], Cleridae [Necrobia rufipes], Hydrophilidae [Cercyon cf. arenarius]), ants (Formicidae [Tetramorium depressum]), and termites (Kalotermitidae [Cryptotermes brevis]). Taphonomic changes observed on bone surfaces varied between buried and exposed specimens, with greater insect diversity and more pronounced modifications in exposed samples. Striations, linear marks, perforations, and bone destruction were linked to specific insect taxa, revealing novel osteophagic behavior in certain species. Termite activity, identified by faecal pellets, occasionally resulted in bone damage. Notably, beetle-induced alterations were absent in coastal environments, suggesting post-decomposition transport when these modifications appear on bone elements from coastal sites. This is the first experimental study in archaeoentomology, providing critical insights into insect-driven taphonomic processes in coastal and inland archaeological sites, with implications for forensic and archaeological interpretations of bone alterations.

昆虫在尸体分解过程中起着至关重要的作用,但它们对骨骼上的岩石学改变所起的作用却常常被忽视。本研究调查了昆虫活动在不同环境条件下对骨骼表面变化的影响。五个未出壳的猪头被置于不同的环境中--埋藏和暴露--跨越沿海和内陆环境。共鉴定了九个昆虫类群,包括苍蝇(Sarcophagidae、Calliphoridae [Chrysomia albiceps]、Fanniidae、Muscidae)、甲虫(Dermestidae [Dermestes maculatus]、Cleridae [Necrobia rufipes]、Hydrophilidae [Cercyon cf. arenarius])、蚂蚁(Ants.arenarius])、蚂蚁(蚁科 [Tetramorium depressum])和白蚁(白蚁科 [Cryptotermes brevis])。在埋藏样本和暴露样本之间,在骨骼表面观察到的移生学变化各不相同,暴露样本中的昆虫种类更多,变化也更明显。条纹、线状痕迹、穿孔和骨质破坏与特定的昆虫类群有关,揭示了某些物种新的噬骨行为。通过粪便确定的白蚁活动偶尔也会造成骨骼破坏。值得注意的是,甲虫引起的改变在沿海环境中并不存在,这表明当这些改变出现在沿海遗址的骨元素上时,是分解后的迁移。这是考古动物学领域的首次实验研究,为了解沿海和内陆考古遗址中昆虫驱动的堆积过程提供了重要信息,并对骨质改变的法医和考古学解释产生了影响。
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引用次数: 0
Multiple-analytical study on the technology of Zhaili celadon from the late sixth to the seventh centuries and its initiation 六世纪末至七世纪寨里青瓷技术及其启蒙的多重分析研究
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-10-29 DOI: 10.1007/s12520-024-02099-x
Chao Geng, Jingyi Shen, Jianfeng Lang, Zhanglong Chen, Chen Lu, Wei Liu

Zhaili Kiln is considered one of the earliest kilns to produce northern celadon, but there is currently little comprehensive research on its celadon production. Thirty pieces of typical Zhaili celadon wares dating to the sixth and seventh centuries have been studied in this work. The chemical compositions and microstructures of the ceramic bodies and glazes of these wares have been determined to suggest the possible raw materials and relevant techniques used to make the Zhaili celadon wares. The scientific results indicate that the Zhaili celadon bodies were made using local coal-based clay with high Fe2O3 and TiO2 contents. Besides, additional quartz may be added to the body paste due to its high SiO2 content and the observable angular quartz particles, which might be ascribed to reducing the firing temperature of coal clay. Unlike typical Chinese glaze recipes, the Zhaili celadon glazes might be produced by three components, coal clay, vegetal ash, and an additional siliceous component, probably loess. This ternary glaze formula at least lasted to the Jin Dynasty in the Zibo kilns. The possible reason for adding loess is to improve the SiO2/Al2O3 in the glaze and effectively form an amorphous glass matrix. The Zhaili kiln potters appear to have developed a suitable celadon making formula to adapt to the available raw materials in the local area. The production of celadon bodies and glazes in the Zhaili kiln varies between its initial and mature stages.

寨里窑被认为是生产北方青瓷最早的窑炉之一,但目前对其青瓷生产的全面研究却很少。这项工作研究了 30 件典型的寨里青瓷器,年代可追溯到六世纪和七世纪。通过测定这些器物的陶体和釉料的化学成分和微观结构,提出了制作寨里青瓷的可能原料和相关工艺。科学研究结果表明,寨里青瓷的瓷体是用当地煤质粘土制作的,其中含有较高的 Fe2O3 和 TiO2。此外,坯体浆料中可能添加了石英,因为其 SiO2 含量高,且可观察到有棱角的石英颗粒,这可能是由于降低了煤泥的烧成温度。与典型的中国釉料配方不同,寨里青瓷的釉料可能由三种成分制成:煤泥、草木灰和一种额外的硅质成分(可能是黄土)。这种三元釉配方至少延续到晋代的淄博窑。添加黄土的可能原因是为了提高釉中的 SiO2/Al2O3 含量,并有效形成无定形玻璃基质。寨里窑的陶工似乎已经开发出了适合当地原料的青瓷制作配方。寨里窑青瓷坯体和釉料的生产在初始阶段和成熟阶段有所不同。
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引用次数: 0
First report on the provenance of some volcanic saddle-querns from the archaeological site of Tarxien (Malta) 关于塔克森考古遗址(马耳他)中一些火山鞍阙的出处的首次报告
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-10-29 DOI: 10.1007/s12520-024-02103-4
Patrizia Santi, Alberto Renzulli, Nicholas C. Vella, Timmy Gambin, Sharon Sultana

The lava used to make saddle-querns recovered from the prehistoric megalithic temple complex of Tarxien (Malta), cannot have originated in the Maltese Archipelago because it consists entirely of sedimentary rocks. The National Museum of Archaeology (Malta) permitted the sampling of three damaged querns which were recognized among those reported from the site by the excavator, Themistocles Zammit in the early twentieth century. The volcanic samples were studied according to the igneous petrology methodology and belong to two different rock types and magmatic series, namely alkaline basalt (one quern) and calc-alkaline basaltic andesites (two querns). The petrographic classification of these millstones thus suggests a provenance from volcanoes which are represented by extrusives with a magmatic and plate tectonics geodynamic fingerprint of both ocean island basalts (OIB) and subduction zone-related volcanic rocks (SZVR). The provenance areas for the volcanic querns studied are the island of Linosa or the Hyblean Mountains (Sicily) for the alkaline basalt and the Aeolian Archipelago for the two calc-alkaline basaltic andesites. Accordingly, all the investigated grinding stones from Malta come from the neighbouring areas of the Central Mediterranean, thus confirming the existence of a strong exchange network between the Maltese Archipelago and the eastern Sicilian areas in the Late Neolithic (early to mid-3rd millennium BCE) and the Early Bronze Age (Tarxien Cemetery Phase ca. 2100 − 1500 BCE).

从塔尔贤(马耳他)史前巨石神庙建筑群中发现的用于制作马鞍的熔岩不可能来自马耳他群岛,因为它完全由沉积岩组成。马耳他国家考古博物馆允许对三块受损的石阙进行取样,这三块石阙是发掘者 Themistocles Zammit 在二十世纪初报告的遗址中发现的。根据火成岩岩石学方法对这些火山岩样本进行了研究,它们属于两种不同的岩石类型和岩浆系列,即碱性玄武岩(一个陨石坑)和钙碱性玄武安山岩(两个陨石坑)。因此,这些磨石的岩石学分类表明,它们的原产地是火山,以具有岩浆和板块构造地球动力特征的火山喷出岩为代表,既有大洋岛屿玄武岩(OIB),也有俯冲带相关火山岩(SZVR)。所研究的火山岩的产地是:碱性玄武岩的产地是利诺萨岛或海布伦山脉(西西里岛),两种钙碱性玄武安山岩的产地是伊奥利亚群岛。因此,马耳他调查的所有磨石都来自地中海中部的邻近地区,从而证实了在新石器时代晚期(公元前三千年早期至中期)和青铜时代早期(塔克森墓地阶段,约公元前 2100 - 1500 年),马耳他群岛和西西里岛东部地区之间存在着强大的交流网络。
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引用次数: 0
Exploring circulation dynamics in Han Dynasty China: insights from isotopic analysis of lead glazed pottery 探索汉代中国的流通动态:从铅釉陶器的同位素分析中获得启示
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-10-25 DOI: 10.1007/s12520-024-02096-0
Chen Wang, Sarah De Ceuster, Katherine Eremin, Sarah Laursen, Patrick Degryse

This study investigates lead provenance and circulation patterns in Han Dynasty (202BC-220AD) China through the analysis of lead glazed pottery. Four objects were studied using a combination of typological study, elemental chemistry and lead isotope ratio analysis. The results for each object were compared with databases of ‘lead mining districts’ (lead deposits) and ‘lead usage districts’ (lead-containing artifacts unearthed in different spatial and temporal ranges) to assess the lead sources used for each sample and offers a spatial-temporal range of the use of these lead resources. Three distinct groups of lead and their possible circulating spatial-temporal scales are identified across six samples in this study. A possible change in lead supply networks between the Western Han Dynasty (202BC-9AD) and the Eastern Han Dynasty (25AD-220AD) is proposed. This study also highlights the probable changes in the movement of lead resources from the Western Han Dynasty to the Tang Dynasty (618AD-690AD), suggesting improvements in long-distance transport capabilities, and the development of economic divisions and exchange connections in ancient Chinese society. Our findings contribute to a deeper understanding of the economic and political dynamics during the Han Dynasty and emphasize the significance of lead isotope analysis of glazed pottery in exploring resource movement.

本研究通过对铅釉陶器的分析,探讨了中国汉代(公元前 202 年至公元 220 年)铅的来源和流通模式。研究结合了类型学研究、元素化学和铅同位素比值分析,对四件器物进行了研究。每件器物的分析结果都与 "铅矿区"(铅矿床)和 "铅使用区"(在不同时空范围内出土的含铅器物)数据库进行了比较,以评估每个样本使用的铅来源,并提供这些铅资源使用的时空范围。本研究在六个样本中发现了三类不同的铅及其可能的流通时空范围。提出了西汉(公元前 202 年-公元前 9 年)与东汉(公元 25 年-公元 220 年)之间铅供应网络可能发生的变化。本研究还强调了从西汉到唐代(公元 618 年至 690 年)铅资源流动的可能变化,表明中国古代社会长途运输能力的提高、经济分工和交换联系的发展。我们的发现有助于加深对汉代经济和政治动态的理解,并强调了釉陶铅同位素分析在探索资源流动方面的重要意义。
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引用次数: 0
Correction to: Exploring the limits of the provenience postulate: chemical and mineralogical characterization of Bronze Age ceramics from the Great Hungarian Plain 更正:探索产地假设的局限性:匈牙利大平原青铜时代陶瓷的化学和矿物学特征描述
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-10-24 DOI: 10.1007/s12520-024-02101-6
Mark Golitko, Danielle J. Riebe, Attila Kreiter, Paul R. Duffy, Györgyi Parditka
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引用次数: 0
Imputation methods for mixed datasets in bioarchaeology 生物考古学中混合数据集的估算方法。
IF 2.1 2区 地球科学 Q1 ANTHROPOLOGY Pub Date : 2024-10-23 DOI: 10.1007/s12520-024-02078-2
Jessica Ryan-Despraz, Amanda Wissler

Missing data is a prevalent problem in bioarchaeological research and imputation could provide a promising solution. This work simulated missingness on a control dataset (481 samples × 41 variables) in order to explore imputation methods for mixed data (qualitative and quantitative data). The tested methods included Random Forest (RF), PCA/MCA, factorial analysis for mixed data (FAMD), hotdeck, predictive mean matching (PMM), random samples from observed values (RSOV), and a multi-method (MM) approach for the three missingness mechanisms (MCAR, MAR, and MNAR) at levels of 5%, 10%, 20%, 30%, and 40% missingness. This study also compared single imputation with an adapted multiple imputation method derived from the R package “mice”. The results showed that the adapted multiple imputation technique always outperformed single imputation for the same method. The best performing methods were most often RF and MM, and other commonly successful methods were PCA/MCA and PMM multiple imputation. Across all criteria, the amount of missingness was the most important parameter for imputation accuracy. While this study found that some imputation methods performed better than others for the control dataset, each imputation method has advantages and disadvantages. Imputation remains a promising solution for datasets containing missingness; however when making a decision it is essential to consider dataset structure and research goals.

缺失数据是生物考古学研究中普遍存在的问题,而估算可以提供一种很有前景的解决方案。这项工作模拟了对照数据集(481 个样本 × 41 个变量)的缺失情况,以探索混合数据(定性和定量数据)的估算方法。测试的方法包括随机森林(RF)、PCA/MCA、混合数据因子分析(FAMD)、hotdeck、预测均值匹配(PMM)、观测值随机样本(RSOV)以及针对三种缺失机制(MCAR、MAR 和 MNAR)的多方法(MM)方法,缺失水平分别为 5%、10%、20%、30% 和 40%。本研究还比较了单一估算法和源自 R 软件包 "mice "的改编多重估算法。结果表明,在相同的方法中,改编的多重归因技术总是优于单一归因方法。表现最好的方法通常是 RF 和 MM,其他常见的成功方法是 PCA/MCA 和 PMM 多重估算。在所有标准中,缺失量是影响估算准确性的最重要参数。本研究发现,一些估算方法在对照数据集上的表现优于其他方法,但每种估算方法都各有利弊。对于含有缺失的数据集来说,估算仍然是一种很有前景的解决方案;但是,在做出决定时,必须考虑数据集结构和研究目标:在线版本包含补充材料,可查阅 10.1007/s12520-024-02078-2。
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引用次数: 0
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Archaeological and Anthropological Sciences
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