Analysis of methods and techniques for promoting passenger transport among the population of major and largest cities by Alexander A. Izyumsky, Irina N. Kotenkova, Tatyana V. Konovalova, Sofia L. Nadiryan

“…Methodology: statistical analysis and synthesis were used in the article. …”
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Sense of meaning in life, self-acceptance, and prosocial behavior: an application of network analysis methods by Li Guo, Yangtong Niu, Xinying Li, Yuting Li, Zhaoxia Xue, Guane Yang, Guane Yang

“…Network analysis was used to construct the network of prosocial behavior, self-acceptance, and sense of the meaning of life among school students, and the software R was used for statistical analysis and visualization.ResultsIn the regularized bias correlation network of self-acceptance, prosocial behavior, and sense of meaning in life among school students, self-acceptance and self-appraisal, having meaning and self-appraisal, anonymity and altruism had the strongest correlation; emotionality, altruism, and urgency had the highest expected impact; and having meaning and self-appraisal had the highest expected impact of the bridge.ConclusionSelf-acceptance, meaning in life, and prosocial behavior are interrelated; interventions targeting emotionality, altruism, and urgency in the prosocial behavior dimensions may maximize prosocial behavioral effects among college students.…”
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Limits of Flow-Cytometry Histogram Analysis Methods to Assess Bladder Tumour Antigen Expression by Agnès Chabanas, Jean‐Jacques Rambeaud, Hong-Hsu Huo, Daniel Seigneurin, Jean-Jacques Lawrence

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Small hydropower impacts on water quality: A comparative analysis of different assessment methods by Paweł Tomczyk, Michał Tymcio, Alban Kuriqi, José Maria Santos, Mirosław Wiatkowski

“…Analysis of variance (ANOVA) confirmed the statistical significance (p < 0.05) of the results for 8 (i.e., EC, temperature, pH, DO, NO2-N, TDS, NH4-N, and COD) out of 16 physicochemical parameters. …”
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A comparative analysis of patient satisfaction with various methods of digital smile design and simulation by Mahsa Babaei, Mehrdad Kazemian, Mehrdad Barekatain

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META – ANALYSIS FOR AGRICULTURAL RESEARCHES (REVIEW) by Eskander H. alqysy, muna A. ALamadani, sura S. alaidham

“…It is a technique that differs from others; it has its methods, steps and quantitative procedures. Recently, Meta-analysis was considered one of the objective and solid methods in agriculture. …”
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Effects of different processing methods on the lipid composition of hazelnut oil: A lipidomics analysis by Jiayang Sun, Xiaonuo Feng, Chunmao Lyu, Shuang Zhou, Zixuan Liu

“…The total lipid and GL content were the highest in CPO, GP content was the highest in UHO and the ceramide content in SPs was most abundant in EAO. Multivariate statistical analysis showed that the lipid profiles of hazelnut oil prepared with different processing methods varied. …”
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Laboratory and instrumental parameters of patients with ischemic heart disease in dependence of gallbladder condition: correlational analysis by L. M. Strilchuk, I. B. Zhakun, Z. M. Kit, O. O. Sorokopud, M. O. Kondratyuk

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Evaluating AI Methods for Pulse Oximetry: Performance, Clinical Accuracy, and Comprehensive Bias Analysis by Ana María Cabanas, Nicolás Sáez, Patricio O. Collao-Caiconte, Pilar Martín-Escudero, Josué Pagán, Elena Jiménez-Herranz, José L. Ayala

“…A persistent challenge is the reliance on non-invasive methods over the more accurate arterial blood gas analysis and the limited datasets representing diverse physiological conditions. …”
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Historical Perspectives in Volatility Forecasting Methods with Machine Learning by Zhiang Qiu, Clemens Kownatzki, Fabien Scalzo, Eun Sang Cha

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Principles and Methods for Describing Social Vocabulary in the Ideographic Dictionary by A. V. Shchetinina, A. N. Blinova

“…Application of methods of semantic, classificatory, linguistic-statistical, contextual, definitional analysis is demonstrated and also the method of ideographic reconstruction of nominative sets is partially presented.…”
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Standardized Chromatographic and Computational Approaches for Lipophilicity Analysis of Five Gliflozin Antidiabetic Drugs in Relation to Their Biological Activity by Anna Gumieniczek, Anna Berecka-Rycerz, Marcelina Dul, Aleksandra Pryjda

“…This study represents the first-time experimental analysis of lipophilicity for antidiabetic drugs from the gliflozin class using chromatographic methods alongside computational approaches. …”
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Analysis of the Assortability of Ophthalmologists for Choosing Therapy in the Framework of Routine Medical Care for Patients with Primary Open-Angle Glaucoma (POAG) by I. V. Vorobyeva, M. A. Frolov, Yu. B. Slonimskiy

“…The large-scale statistical study carried out was based on the study of 197 medical questionnaires from 61 cities of Russia, containing information on 6851 clinical cases. …”
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Evaluation of machine learning methods for prediction of heart failure mortality and readmission: meta-analysis by Hamed Hajishah, Danial Kazemi, Ehsan Safaee, Mohammad Javad Amini, Maral Peisepar, Mohammad Mahdi Tanhapour, Arian Tavasol

“…Extracted data focused on study characteristics, machine learning details, and outcomes, with AUC or c-index used as the primary outcomes for pooling analysis. The PROBAST tool was used to assess bias risk, evaluating models based on participants, predictors, outcomes, and statistical analysis. …”
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Research Progress Analysis Regarding Rainfall-Runoff Relationships Based on Bibliometrics and Visual Methods by Yi Qi, Wang Ruifang, Dou Xiaodong, Gao Yuting, Wang Changhao, Yang Lu

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Scalable Nonparametric Supervised Learning for Streaming and Massive Data: Applications in Healthcare Monitoring and Credit Risk by Mohamed Chaouch, Omama M. Al-Hamed

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Social relations and scholastic achievement: Insights from engineering students through a mixed method study by Syed Inshaallah Tahir, Tasleema Jan

“…Descriptive and inferential statistical analyses were conducted, including Mean, Standard Deviation, t-tests, Effect size (Cohen's d), linear regression and Thematic analysis. …”
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Speed curve analysis-based determination of additional resistance to train motion from undercarriage generators by I. O. Lobytsin, I. A. Pankov, V. V. Fedin, N. A. Baranov, K. I. Shvedin, S. O. Litvintsev

“…The authors applied methods of data array approximation and extrapolation, numerical integration, statistical data processing, and the method of energy-optimal traction calculation.Results. …”
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Analysis of the condition and development prospects of a depressed economy (by the example of the Syrian Arab Republic) by O. V. Berezhnaya, M. Ayoub

“…The methodological tools are represented by a set of statistical methods: analysis of time series, structural indicators, coefficient analysis, groupings, index method, etc. …”
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Clinical outcome changes in sarcopenic obesity: a meta-analysis of exercise training methods by Lei Chen, Haojing Zhou, Yichen Gong, Yi Tang, Hai Su, Zhongyi Zhang, Peijian Tong, Guoqian Chen

“…There was no statistically significant difference observed in weight (MD = -0.61, 95%CI: -4.06 to 2.84, P = 0.73). …”
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