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Bus driver deceleration behavior modeling at intersections using multi-source on-board sensor data
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On the Issue of Analyzing and Optimizing the Salary Budget of Professional Hockey Clubs
Published 2022-03-01“…In order to obtain the highest quality regression model, a posteriori approach was used in the selection of factors that should be included in the final version of the regression model. …”
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The method for impact analyzing of duplex plasma nitriding and DLC coatings on the cyclic performance of 16MnCr5 piston pin steel under plain and fretting fatigue testing
Published 2025-06-01“…The impact of the mentioned parameters on the fatigue behavior of the samples was carefully analyzed using regression models to identify the influential or significant factors. • Fully reversed rotary bending plain and fretting fatigue testing was conducted at stress levels ranging from 250 to 550 MPa. …”
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The Role of Country- and Firm-Level Factors in Determining Firms’ Environmental, Social, and Governance (ESG) Performance: A Machine Learning Approach
Published 2025-01-01“…The second-best predictive model was the extra-trees regressor with an R2 value of 27% and an MAE of 1.56. In our analysis, the multiple regression model had the lowest R2 value of 14%, with an MAE value of 1.70. …”
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Analysis of spatial and temporal distribution of grassland yield under grassland ecological subsidy policy
Published 2025-08-01“…Based on the grassland yield data from 2011 to 2016, this paper analyzed the spatial and temporal distribution of grassland yield and variations in grass production since the implementation of the grassland ecological subsidy policy in Qinghai Province by using linear regression analysis, coefficient of variation, and biased correlation analysis. …”
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Analysis of the Stability of the Banking Sector of Azerbaijan in Conditions of Economic Crisis Based on the Econometric Model
Published 2024-05-01“…To carry out the analysis and construct regression equations, quarterly data for the period 2012-2023 were used. …”
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Study on the efficiency of health resource allocation in the western region of China–based on three-stage DEA and Tobit regression analysis
Published 2025-04-01“…Methods In this study, we employed a three-stage Data Envelopment Analysis (DEA) model alongside Tobit regression analysis to evaluate the efficiency of health resource allocation and explore the factors that influence it across western China. …”
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Clinical and Dosimetric Predictors of Early Onset Postradiation Hypothyroidism in Patients with Head and Neck Malignancies: A Logistic Regression Analysis
Published 2025-04-01“…Logistic regression and receiver operating characteristic (ROC) analysis were performed to identify predictors and assess the model’s predictive value. …”
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Trends and delays in pulmonary tuberculosis diagnosis among elderly patients (≥ 60 Years) in Southern China: a 13-year surveillance data analysis (2010–2022)
Published 2025-05-01“…Trends in annual delays were examined using a Joinpoint regression program. Both univariate and multivariate logistic regression analyses were conducted to identify factors influencing TDD. …”
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Extents of rural-urban linkages and its determinant factors in Robe town and its surrounding hinterlands, Bale Zone, South East Ethiopia
Published 2025-01-01“…The ordinal logistic regression analysis identified several statistically significant factors (P < .05) that influence linkage strength. …”
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Experimental Research on Frost Heave Characteristics of Gravel Soil and Multifactor Regression Prediction
Published 2018-01-01“…Frost-heaving ratio in the open water replenishing condition can be found to increase over three times than that under the closed water replenishing condition. Multifactor regression empirical formula was obtained by multiple regression analysis to predict the frost-heaving ratio of gravel soil under certain collocation of factors and levels under the closed water replenishing condition. …”
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Toward Building Model of Business Closure Intention in SMEs: Binomial Logistic Regression
Published 2025-06-01“…The survey evidence from 385 Ecuadorian SMEs was analyzed in two stages; confirmatory factor analysis validated the scales capturing environmental pessimism and personal pressures, and a structural equation model confirmed that both latent constructs directly heighten exit propensity. …”
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Payment Status Classification Invoice Bank Using Logistic Regression and Random Forest
Published 2025-09-01“…This study aims to analyze the factors that affect invoice payment status based on company type, procurement type, and invoice value. …”
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Prognostic model for predicting recurrence in breast cancer patients in Saudi Arabia
Published 2025-05-01“…Using multivariable penalized logistic regression combined with a nested cross-validation framework and multivariate Cox regression analysis to determine time-dependent risk factors for breast cancer recurrence, we developed prognostic models that incorporated age, stage, tumor size, and treatment type. …”
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Analysis of Risk Factors for Severe Postpartum Hemorrhage
Published 2024-08-01“…Conclusions: Probable causes of sPPH related and risk factors in order to present prevention and treatment strategies in a retrospective analysis of 1824 patients that showed PPH were outlined. …”
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