Impact of environmental and geographical position on the chemometric classification of ethanol extracts from Isotoma longiflora leaves by E. Imelda, K. Khairan, R.R. Lubis, T. Karma, R. Idroes

“…Principal component analysis was used to categorize the ethanol extract of Isotoma longiflora leaves, and a linear discriminant analysis was used for authentication.FINDINGS: The principal component analysis score plot indicated 89 percent of total data variance and that the samples formed three distinct groups: group I consisting of Aceh Tengah and Bener Meriah samples; group II of Aceh Besar and Banda Aceh samples; and group III of Aceh Selatan, Aceh Barat Daya, Aceh Jaya, and Bireun. …”
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Analyzing cereal and grain legumes (pulses) yields patterns in the forest and forest-steppe zones of Ukraine using geographically weighted principal components analysis by Anastasiia ZYMAROIEVA, Oleksandr ZHUKOV

“…As a result of the principal component analysis of cereal and grain legumes (pulses) yields variability seven principal components were determined which together explain 66.8 % of the overall yields variability. …”
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Patterns of Engagement With the mHealth Component of a Sexual and Reproductive Health Risk Reduction Intervention for Young People With Depression: Latent Trajectory Analysis by Lydia A Shrier, Carly E Milliren, Brittany Ciriello, Madison M O'Connell, Sion Kim Harris

“…MethodsWe undertook secondary analysis of data collected from June 2021 to September 2023 in a randomized controlled trial of MARSSI versus a breast health podcast. …”
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INDUSTRIAL DESIGN AND MUSEUM OBJECTS: RESULTS OF THEIR COMPARATIVE LEGAL ANALYSIS AS OBJECTS OF INTELLECTUAL PROPERTY by Gennady B. Zolotov

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A Study of the Components of Revolutionary Education Underlying Islamic Civilization: a Research Based on the Content of the Statement of the Second Step of Islamic Revolution by Fatemeh Alipoor

“…The data of research was collected using document study and note taking. Besides, content analysis has been used for the identification of the themes. …”
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Statistical Analysis of Reinforced Concrete Bridges in Estonia by Sander Sein, Jose Campos Matos, Juhan Idnurm

“…This paper introduces a possible way to use a multivariate methodology, called principal component analysis, to reduce the dimensionality of condition state database of bridge elements, collected during visual inspections. …”
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Genetic diversity analysis and core germplasm construction of tea plants in Lu’an by Yan Wang, Huanyun Peng, Xiaoyan Tong, Xiaoyuan Ding, Cheng Song, Teng Ma, Haohao Wang, Wang Wei, Cunwu Chen, Junyan Zhu, Dong Liu

“…Population structure, phylogenetic relationships and principal component analysis (PCA) divided the entire population into three groups. …”
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Liquid chromatography–mass spectrometry phytochemical analysis, antioxidant, anti–inflammatory and analgesic efficacy of Origanum majorana L. aerial part extracts collected from No... by Ahlem Karbab, Noureddine Charef, Salima Amari, Areej Jaber, Ayat Siedat, Alaa Sanabrah, Solomon Derese

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Association of Comprehensive Geriatric Assessment’s Component and Sarcopenia in Elderly by Diar Meitha Wardhana, Novira Widajanti, Jusri Ichwani

“…A total of 308 data were collected and then bivariate and multivariate analyzes were performed to determine the components related to sarcopenia. …”
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Temperature features of molecules' dynamics in "heavy water - glycerol" solution by O. A. Vasylkevych, V. I. Slisenko

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Synchronized Rhythmic Activity of Ants with Distributed Rest Periods by Pedro M. M. da Silveira, José F. Fontanari

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Application of the multidimensional statistical analysis in the development of an integrated safety management system in an aircraft maintenance organization by N. V. Aseev, V. D. Sharov

“…The issue of reasonable reduction of the original list of hazard factors can be considered as the subject of decreasing the dimension of the entity activity model, which can be solved using the method of the factor analysis principal components. Furthermore, application of the principal components method provides an expert analyst with supplementary, scientifically-based data on the quality of work and allows him to predict trends. …”
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Prospects for improving the food and economic security of smallholder maize-based farming systems: a farmer typology approach in Zimbabwe by Mark Manyanga, Mark Manyanga, Mark Manyanga, Françoise Gérard, Françoise Gérard, Tarisayi Pedzisa, Damien Jourdain, Damien Jourdain, Damien Jourdain, Damien Jourdain, Amandine Belard, Amandine Belard, Amandine Belard, Benjamine Hanyani-Mlambo, Adrien Coquereau, Adrien Coquereau, François Affholder, François Affholder, François Affholder

“…This study aims to enhance the existing body of knowledge by incorporating a participatory approach and statistical analysis to characterize smallholder farmers and examine their economic and food security status.MethodsWe employed principal component analysis (PCA) and hierarchical cluster analysis (HCA) to classify farmers based on various factors such as cultivated land, livestock ownership, family labor availability, off-farm activities, and remittance receipt. …”
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Cognitive readiness components of cyber defense in the military field by Morteza Talebi, Hassan Mahjub, Mohsen Aghaee

“…The current research was carried out with the aim of calculating the cognitive readiness components of cyber defense in the military field .Methodology: This research is mixed in terms of its purpose, application and approach in data collection and analysis. …”
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The Concept of Individual and Collective Grit from the Perspective of Quranic Education by Nikoo Dialameh, Fateme Shafiee, Zahra Moradi

“…The purpose of this research is the conceptualization of individual and collective grit  from the perspective of Quranic education. …”
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THE CHAIRMAN OF A COLLECTIVE FARM IN RURAL SOCIETY AND IN THE SYSTEM OF POWER by Gorbachev O.V., Mazur L.N.

“…The analysis involves the memoirs of N. A. Kuznetsov (the "Krestyanin" collective farm, Bogorodsky District, Gorky Region) and I. …”
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Self-Perceived versus Actual Physical Fitness Levels in Undergraduate Physiotherapy Students: A Cross-Sectional Analysis of Gender, BMI, and Fitness Component Disparities by Hina Adil, Rabia Mansoor, Maryam Qaiser, Aleena Shahid

“…Cardiorespiratory fitness, muscular strength and endurance, flexibility and body composition are components that are associated with physical fitness. …”
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Analytical Device and Prediction Method for Urine Component Concentrations by Zhe Wang, Jianbang Huang, Qimeng Chen, Yuanhua Yu, Xuan Yu, Yue Zhao, Yan Wang, Chunxiang Shi, Zizhao Zhao, Dachun Tang

“…To tackle the low-accuracy problem with analyzing urine component concentrations in real time, a fully automated dipstick analysis device of urine dry chemistry was designed, and a prediction method combining an image acquisition system with a whale optimization algorithm (WOA) for BP neural network optimization was proposed. …”
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Design of Instrumentation and Control Components of Power Distribution Systems by Y. A. Klimenko, Y. E. Lvovich, A. P. Preobrazhensky

“…The combined application of modeling, system analysis, and optimization methods maintains control of the accuracy of the generated power components. …”
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Analysis of the association between long-term exposure to low-dose ionizing radiation and dyslipidemia and its components in medical radiologists: The mediating role of inflammator... by Changyong Wen, Xiaolian Liu, Yiqing Lian, Weizhen Guo, Lingyu Zhang, Yanting Chen, Xin Lan, Mingfang Li, Sufen Zhang, Weixu Huang, Jianming Zou, Huifeng Chen

“…The multifactorial logistic regression and restricted cubic spline model were used to analyze the association between long-term exposure to LDIR and dyslipidemia and its components among medical radiologists, and mediation analysis was used to identify potential mediation effects. …”
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