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Analysis of the significance and gender differences in the factors influencing antisocial behaviors among adolescents
Published 2025-04-01“…Random forest was used to assess the importance of influencing factors, and binary logistic regression analysis was conducted on the top eight identified factors. …”
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Impact factor and the range of ecological connectivity change due to development
Published 2025-01-01“…By comparing a development with an undeveloped scenario for completed projects, the study analyzed changes in EC. Multiple regression analysis revealed that the key factors affecting EC were the distance between patches and the area of ecological functional areas (EFAs). …”
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Risk factors and prediction models for recurrent acute ischemic stroke: a retrospective analysis
Published 2024-11-01“…A single-factor analysis (Model 1), Least Absolute Shrinkage and Selection Operator (LASSO) regression, and machine learning methods (Model 2) were used to screen important variables, and a multi-factor COX Proportional Hazards Model regression stroke recurrence risk prediction model was constructed. …”
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Research and Analysis of Factors Influencing the Passing Rate of CET-4 in Local Universities
Published 2023-12-01“…The paper employs cross-analysis and regression tests to analyze the factors affecting the passing rate of CET-4 among local undergraduate college students, drawing relevant conclusions. …”
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Factors affecting the readiness of digital transformation adopters: A case study in Vietnam
Published 2023-03-01“…The 12-question survey was designed using Google Form and sent to 97 students of the digital transformation training class. Exploratory factor analysis and multivariate regression were utilized to analyze the obtained survey data. …”
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An Analysis of the Factors Influencing Energy Consumption Based on the STIRPAT Model: A Case Study of the Western Regions of China
Published 2025-05-01“…This study quantitatively analyzes the factors influencing energy consumption in China’s western regions from 2000 to 2022, employing the STIRPAT model, cointegration analysis, and ridge regression. …”
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Contextual factors associated with neonatal pain responses: clinical observational study
Published 2025-03-01“…Univariate linear regression analysis was performed to analyze the correlation between contextual factors and NIPS scores. …”
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Factors associated with emergency physician income
Published 2023-04-01“…This study analyzed the associations of demographic factors, training, practice setting, and board certification with emergency physician income. …”
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Analyzing spatiotemporal congestion pattern on urban roads based on taxi GPS data
Published 2017-06-01“…This study aims to investigate the relationship between traffic congestion and built environment, including traffic related factors and land use. Fuzzy C-means clustering was used to conduct an exhaustive study on 24-hour congestion pattern of road segments in urban area, so that the spatial autoregressive moving average model (SARMA) was introduced to analyze the output from the clustering analysis to establish the relationship between built environment and the 24-hour congestion pattern. …”
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Investigation of the Effect of Risk Perception, Socio-demographic and Obstetric Factors on the Level of Decision-making of Pregnant Women via the Internet: Multiple Linear Regressi...
Published 2025-08-01“…Descriptive statistics, including percentages and means, as well as multiple linear regression analysis, were utilized to analyze the data. …”
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Hepatoblastoma regional trends: dynamic SDI & joinpoint regression analysis
Published 2025-07-01“…Mali had the highest incidence and mortality rates, whereas Estonia had the lowest. Joinpoint regression analysis revealed a post-2004 slowing of the global decline in age-standardized HB incidence and prevalence, and post-2006 slowing of the global decline in mortality rates. …”
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Multiple Linear Regression Analysis of Canada’s Freight Transportation Framework
Published 2023-05-01“…To the best of our knowledge, there is limited literature and data-driven analysis about trends in transportation mode choices and the influencing factors in Atlantic Canada. …”
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SMEs’ digital maturity: analyzing influencing factors and the mediating role of environmental factors
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