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The study on risk assessment of carotid plaques in the Northern Chinese population based on LASSO regression
Published 2025-05-01“…Carotid plaques were assessed via carotid ultrasound. LASSO regression was used for feature selection, logistic regression was employed to analyze risk factors, and a risk assessment nomogram was also developed.. …”
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Study on risk factors of Montgomery T-tube extraction in patients with post-tracheotomy tracheal stenosis based on Cox regression analysis
Published 2025-05-01“…In multivariate Cox regression analysis, cerebrovascular disease (HR 0.341, 95% confidence interval [CI] 0.127–0.918) and diabetes mellitus (HR 0.216, 95% confidence interval [CI] 0.049–0.959) may be independent risk factors for T-tube extraction. …”
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Classification and Regression Tree Analysis in Adult Hemophagocytic Syndrome: Identifying Acute Heart Failure Predictors in ICU Patients
Published 2024-11-01“…This study aimed to identify predictors of acute heart failure in HPS patients using classification and regression tree (CART) analysis.Methods: A retrospective analysis was performed on 146 HPS patients without a diagnosis of HF. …”
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FACTORS INFLUENCING THE PROFITABILITY OF SMES FROM THE REPUBLIC OF SERBIA: FOOD INDUSTRY
Published 2025-06-01“…By applying panel regression analysis, the impact of various factors on profitability, measured by return on assets, was examined. …”
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AN ORDINAL LOGISTIC REGRESSION MODEL FOR ANALYZING RISK ZONE STATUS OF COVID-19 SPREAD
Published 2022-09-01Get full text
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The Analysis of the Effective Factors on Urban Blight in District 3, Region 12, Tehran City
Published 2019-09-01“…The dependent variable in the regression analysis is the final urban blight index, while the independent variables are the 6 factors extracted from the factor analysis. …”
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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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An analysis of the factors influencing engagement metrics within the dissemination of health science misinformation
Published 2025-06-01“…A combined weighting method, using the entropy weight method and the analytic hierarchy process (AHP), was employed, followed by sensitivity analysis to determine activity levels. Non-parametric tests and negative binomial regression models were used to analyze the key influencing factors of misinformation activity.ResultsWeChat exhibited the highest proportion of health misinformation (44.95%), with the majority originating from individual authors (55.96%), and primarily positive sentiment (37.61%). …”
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Analysis of Factors Affecting Quality of Life (QoL) in Middle-Aged Stroke Patients (Under 65 Years Old) in the Rehabilitation Phase: Multivariate Regression Analysis
Published 2025-06-01“…Data were collected using an interval-scale paper-based questionnaire and analyzed using univariate analysis techniques and multivariate regression analysis.Results: The results showed that social support, sleep quality, self-esteem, hardiness, spirituality, and psychological well-being affected patients’ QoL in all domains (P = 0.000). …”
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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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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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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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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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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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Clinical characteristics and risk factors of premature rupture of membranes infection in pregnant and lying-in women
Published 2025-08-01“…This method may omit some independent variables, resulting in one-sided analysis results. In this context, this study uses Bayesian method and Logistic regression analysis to construct a new variable analysis model to analyze the clinical characteristics and risk factors of PROM infection. …”
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COMPETITIVENESS AND DEVELOPMENT PHARMACEUTICAL INDUSTRY OF KAZAKHSTAN
Published 2019-09-01Get full text
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