From anarchy to clarity, data pre‐processing and statistical choices influence quantitative environmental DNA (eDNA) analyses by Jonas Bylemans, Teun Everts, Rein Brys, Richard P. Duncan

“…Our results indicate that, within the available literature, statistical methods are not always clearly described and raw data are rarely made publicly available. …”
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Comprehensive Evaluation of Chestnut Quality Based on Principal Component and Cluster Analysis by Yanqi YU, Mingyuan YANG, Chunmao LÜ, Shaoci BAI, Qunfang ZHANG, Chenyang ZOU, Han JIANG

“…The key indicators of affecting the quality of chestnut were selected through principal component analysis (PCA) coupled with correlation analysis and descriptive statistical analysis. …”
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Comprehensive Evaluation of Sugarcane Juice Quality Based on Principal Component and Cluster Analyses by Xianli LI, Honglin LI, Zhengmei YAN, Ze LU, Hongbo LOU, Lilian HE, Fusheng LI

“…The core evaluation indicators affecting the quality of sugarcane juice were identified using principal component analysis, combined with correlation and descriptive statistical analyses. …”
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Theoretical analysis of project method application in teaching students of construction specialties a foreign language in a technical university by O. B. Simonova, V. K. Barashyan

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A Review of Mendelian Randomization: Assumptions, Methods, and Application to Obesity-Related Diseases by Seungjae Lee, Woojoo Lee

“…Mendelian randomization (MR) is a statistical method that uses genetic variants as instrumental variables to estimate the causal effect of exposure on an outcome in the presence of unmeasured confounding. …”
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Application of Taguchi Method in Structure Optimization of Permanent Magnet Synchronous Motor by WEN Jia-bin, YU Lan

“…Experimental data and related analysis show that the Taguchi method is suitable for the optimal design of fractionalslot concentrated winding permanent magnet synchronous motor, and can effectively suppress the cogging torque of the motor.…”
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Method of the Cyclotorsion Error Compensation for Myopic Astigmatism during SMILE Surgery by G. A. Gamidov, I. A. Mushkova, S. V. Kostenev, A. A. Gamidov

“…Purpose: to develop an effective and safe method of cyclotorsion compensation, to improve the clinical and functional results of the of myopic astigmatism correction with SMILE surgery.Patients and methods: Two equivalent groups of 30 people (30 eyes) were formed with cyclotorsion from ±5 degrees («Standard» and «Verion»). …”
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Optimization of GC-MS Method for Analysis of Basil Essential Oils from Algeria: Design of Experiments and Exploratory Pattern Recognition by Nabila Slougui, Meriem Slama, Yasser Boudaoud, Aymene Salah Bendrihem

“…An optimization procedure for multistep temperature-programmed capillary gas chromatography was developed for the analysis of basil essential oil. The current study was planned after performing the following three steps: a preliminary chromatographic study, primary parameter screening, and final method optimization by using 23 factorial and Doehlert designs (DOE). …”
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A Correlation Analysis-Based Structural Load Estimation Method for RC Beams Using Machine Vision and Numerical Simulation by Chun Zhang, Yinjie Zhao, Guangyu Wu, Han Wu, Hongli Ding, Jian Yu, Ruoqing Wan

“…Therefore, a novel load estimation method for RC beams, based on correlation analysis between detected crack images and strain contour plots calculated by FEM, is proposed. …”
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Use of the Neutron Activation Analysis, k0-standardized method, in the evaluation of the air quality in critical points of Belo Horizonte by Igor Felipe Silva Moura, Ananda Borjaille Cruz, Raisa Helena Sant'Ana Cesar, Aline Fabiane Gonçalves Oliveira, Alberto Avellar Barreto, Maria Ângela de B. C. Menezes

“…This work aims to present the sampling methodology, the concentration values of sampled particulate matter preliminarily, the methodology of analysis of elemental concentration using the nuclear technique of neutron activation analysis, k0-standardized method, and interpreted through statistical techniques and values of the elemental concentrations more representative of the samplings carried out. …”
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Bayesian Model Averaging and Regularized Regression as Methods for Data-Driven Model Exploration, with Practical Considerations by Hyemin Han

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STEP analysis of macro-environmental factors affecting medical and drug care for patients with chronic myeloid leukemia by A. V. Zhuravlev, O. I. Knysh

“…The object of the study was the Department of Hematology and Chemotherapy of the Regional Clinical Hospital No. 1 (Tyumen). Structural, statistical, analytical, situational-logical, mathematical, graphic methods, as well as content analysis, STEP analysis and ranking were used.Results. …”
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Urban Tree Canopy Mapping and Analysis Using Iterative Annotation Method and Deep Learning: A Case Study in Beijing by Yulong Ding, Ximin Cui, Zhengchao Chen, Zeqing Wang, Debao Yuan, Xiang Meng, Xuan Yang, Yue Xu, Xiangyu Tian

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Blockchain Applications for the Police Task Force of IRI: A Conceptual Framework Using Fuzzy Delphi Method by Abouzar Arabsorkhi, Shahriar Ebrahimi

“…We provide a systematic overview of case-studies by qualitative content analysis. Moreover, the reliability of our statistics is evaluated by Cohen's kappa coefficient roughly 0.64. …”
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A Field data- based method to determine the pressure-burst relationships in urban water distribution networks by Yasaman Taj Abadi, Mohamadreza Jalili Ghazizade, Iman Moslehi

“…Therefore, the development of models to predict precisely failure based on effective factors is necessary to achieve optimal leakage management in water distribution networks. Materials and methods: In the present study, using a developed model and Pressure and burst field data analysis in urban water distribution network, the relationship between pressure and burst rate for a district of Tehran has been determined. …”
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sumSTAAR: A flexible framework for gene-based association studies using GWAS summary statistics. by Nadezhda M Belonogova, Gulnara R Svishcheva, Anatoly V Kirichenko, Irina V Zorkoltseva, Yakov A Tsepilov, Tatiana I Axenovich

“…Gene-based association analysis is an effective gene-mapping tool. Many gene-based methods have been proposed recently. …”
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Information and communication technologies as a basis for the development of the information society: Russia in the system of international statistical indicators by Svetlana G. Bychkova, Lidiya S. Parshintseva

“…In this regard, the actual issue is the formation of an adequate information base for studying information and communication technologies not only as an independent object, but also as the most important factor in the formation of the functioning of the digital economy and the formation of the information society.Materials and methods. For the study, the methods of multidimensional classification, analysis of variation, as well as a tabular method of visual presentation of the research results were used as statistical tools. …”
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Assessment of genotype by environment and yield performance of tropical maize hybrids using stability statistics and graphical biplots by Dedy Supriadi, Yusuf Mufti Bimantara, Yuniel Melvanolo Zendrato, Eko Widaryanto, Kuswanto Kuswanto, Budi Waluyo

“…The GEI effect and yield stability were assessed using stability statistics, additive main effects and multiplicative interaction model (AMMI), and genotype + genotype × environment (GGE) biplot methods. …”
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StatModPredict: A user-friendly R-Shiny interface for fitting and forecasting with statistical models. by Amanda Bleichrodt, Amelia Phan, Ruiyan Luo, Alexander Kirpich, Gerardo Chowell

“…<h4>Background</h4>Many disciplines, such as public health, rely on statistical time series models for real-time and retrospective forecasting efforts; however, effectively implementing related methods often requires extensive programming knowledge. …”
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Terminal-based method for efficient inter-turn fault localization and severity assessment in transformer windings by K. Lakshmi Prasanna, Manoj Samal, Mithun Mondal

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