Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations by Nicholas Tierney, Dianne Cook

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Violin Plots: An Enhanced Tool for Data Visualization in Health Studies by Zohreh Shishebor, Zahra Sajjdnia, Maryam Sharafi

“…Even for technical audiences, a well-designed statistical graphics can quickly convey the key insights. …”
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Deep hybrid architecture with stacked ensemble learning for binary classification of retinal disease by Priyadharsini C, Asnath Victy Phamila Y

“…Results: The architectures were assessed using (1) the performance metrics – accuracy, precision, recall, and F1-score, (2) statistical graphics to understand the prevalence of classifiers, Borda count voting method to identify the best CNN model, (3) Tukey's honestly significance difference test to identify best-performing architecture. …”
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Monitoring of greenhouse gas emission drivers in Atlantic Canadian Potato production: A robust explainable intelligent glass-box by Mehdi Jamei, Muhammad Hassan, Aitazaz A. Faroouqe, Mumtaz Ali, Masoud Karbasi, Gurjit S. Randhawa, Zaher Mundher Yaseen, Ross Dwyer

“…Model validation employed various metrics, such as the correlation coefficient (R), squared deviation (SquD), and a range of sophisticated statistical graphics. Results demonstrated that the GBDT-RUN model exhibited superior performance in monitoring GHG emissions (CO2|R = 0.8431, SquD=17.1759, WASPAS=1.88E-07; N2O|R = 0.8431, SquD=17.1759, WASPAS=1.88E-07; H2O| R = 0.8431, SquD=17.1759, WASPAS=1.88E-07), outperforming both LightGBM-RUN and classical GBDT. …”
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Topological Aspects of Set-Valued Mappings Defned on Neutrosophic Normed Spaces by Vakeel A Khan, Mohd Kamran

“…Then we study the statistical graphical convergence and pointwise convergence of the sequences of set-valued functions defined on modified version of neutrosophic normed space and give some related theorems. …”
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Methodological Approaches to Assessing Social and Economic Differentiation of Economic Space by Vyacheslav K. Melkov, Elena A. Zhidkova

“…The research methodology included a review, content analysis, dialectical, approach, and systemic approach, as well as the methods of economic statistics, graphical representation, and econometric analysis. …”

INVESTMENT ANALYSIS OF UKRAINIAN ECONOMY FROM THE PERSPECTIVE OF PROPERTY MARKET by О. В. Рудінська

“…The article studies investment attractiveness of three major real estate market segments: commercial, residential and land from the standpoint of the dynamics of price situation and determine measures to improve the investment climate. Methods of statistical, graphical and economic analysis were used. By the statistical methods assessments of the situation on the market were analyzed. …”
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INSTITUTIONAL INFRASTRUCTURE FORMATION OF THE AGRO-FOOD MARKET IN THE METROPOLIS SUBURBAN AREAS: CHARACTERISTICS, DEVELOPMENT DIRECTIONS by E. P. Zadvorneva, A. V. Zinich, O. S. Evdokhina

“…The authors use monographic, statistical, graphic and expert methods in the research.Results. …”
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Human Development in Kazakhstan: Problems and Methods of Analysis by S. A. Kozhabaeva, B. G. Mukan, R. K. Yelshibayev

“…Within the framework of the study, general scientific, including analytical, statistical, graphical methods were used with the help of comparative, logical analysis tools. …”
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Formation of Long-Term Fiscal Sustainability of Kazakhstan Using the Rule Structural Budget Balance by S. N. Alpysbayeva, S. Zh. Shuneyev, N. N. Zhanakova, K. Beisengazin

“…The methods of economic, statistical, graphical, system, functional analysis, economic and mathematical modeling are applied. …”
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Leasing impact on transformation processes in the Russian agricultural sector under sanctions pressure by A. A. Kiritsa, Yu. V. Chutcheva

“…The study has used general scientific methods (analysis and synthesis, economic and statistical, graphical, etc.). The main trends now emerging in   the domestic market are highlighted from the point of  view of  manufacturers of   agricultural machinery and goods. …”
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Altered Cerebellar White Matter Integrity in Patients with Mild Traumatic Brain Injury in the Acute Stage. by Zhongqiu Wang, Wenzhong Wu, Yongkang Liu, Tianyao Wang, Xiao Chen, Jianhua Zhang, Guoxing Zhou, Rong Chen

“…We used three approaches, tract-based spatial statistics, graphical-model-based multivariate analysis, and region-of-interest analysis, to detect altered cerebellar white matter integrity in mild traumatic brain injury patients.…”
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A spatial and temporal assessment of oceanic eddies in the Eastern Caribbean by Jason D. Tambie

“…The study investigated 70 incidents (large amplitude eddies) across three regions of the Eastern Caribbean, using statistics, graphical representations, and spatial visualizations. …”
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Protocol for a systematic review of economic evaluations considering costs and health outcomes of weather and climate-related extreme events in humans by Collins Iwuji, Saeideh Babashahi, Kingsley Orievulu, Ekeminiabasi Eyita-Okon, Dominic Kniveton

“…Data will be reported using descriptive statistics, graphical plots and a narrative synthesis.Ethics and dissemination An ethical assessment was not required. …”
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The role of the Russian Federation in the formation of a single scientific and educational space of the Eurasian Economic Union by T.V. Lebedeva

“…Based on the research conducted using statistical, graphical and other methods, the article identifies 11 reasons that hinder the intensification of this process. …”
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Quantifying Emissions of PM10 Generated by the Implosion of Concrete Grain Silos by Mahmoud M. Abu-Allaban, Salahuddin M. Jaber, Aiman Soleiman, Hasan Almarayeh

“…To characterize these emissions, descriptive statistics, graphical methods, inverse distance weighting interpolation, decision trees constructed with recursive partitioning, the Gaussian dispersion model, the modified box model, and regression analysis were applied. …”
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Genetic K-Means Clustering of Soil Gas Anomalies for High-Enthalpy Geothermal Prospecting: A Multivariate Approach from Southern Tenerife, Canary Islands by Ángel Morales González-Moro, Luca D’Auria, Nemesio M. Pérez Rodríguez

“…The survey included diffuse CO₂ flux measurements and concentrations of key soil gases (He, H₂, CH₄, O₂, N₂, Ar isotopes, and ²²²Rn, among others). Statistical-graphical analysis using the Sinclair method allowed for an objective classification of geochemical anomalies relative to background populations. …”
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Qualitative evaluation of a molecular point-of-care testing study for influenza in UK primary care by Charis Xuan Xie, Uy Hoang, Jessica Smylie, Carole Aspden, Elizabeth Button, Cecilia Okusi, Rachel Byford, Filipa Ferreira, Sneha Anand, Utkarsh Agrawal, Matthew Inada-Kim, Tristan Clark, Simon de Lusignan

“…Data were analysed using a mix of descriptive statistics, graphical modelling techniques, and framework analysis. …”
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Marketing research and pharmacoeconomic aspects of medicinal cosmetic products containing azelaic acid by O. Р. Kilieieva

“…Unified clinical protocol of primary, secondary (specialized), tertiary (highly specialized) medical care (acne).Methods of research - statistical, graphic, marketing, pharmacoeconomic, content analysis of official sources of information.Results. …”
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Three decades of demographic trends among academic emergency physicians by Emily C. Cleveland Manchanda, Albee Y. Ling, Jason L. Bottcher, Regan H. Marsh, David F. M. Brown, Christopher L. Bennett, Maame Yaa A. B. Yiadom

“…Methods Data from the Association of American Medical Colleges faculty roster (1990–2020) were used to assess the changing demographics of full‐time emergency medicine faculty. Descriptive statistics, graphic visualizations, and logistic regression modeling were used to illustrate trends in the proportion of female, Black, and Latinx faculty. …”
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