Local response to global risk: a case study of risk perception and communication on Chinese social media regarding Fukushima’s treated radioactive water discharge by Chenxi Sun, Qingliu Ren, Yuejing Ge

“…Abstract This study examines localized risk perception and communication concerning Fukushima’s treated radioactive water discharge through analysis of 111,660 Weibo posts using large language model sentiment analysis and hierarchical linear modeling. Three key findings emerge: (1) Temporal dynamics dominate public engagement, with attention peaking within two weeks post-discharge before gradually declining, while fear persists as the predominant emotion despite diminishing anger responses; (2) Coastal regions demonstrate heightened participation due to geographic proximity and seafood consumption patterns, though risk perception shows no consistent spatial gradient; (3) Socioeconomic factors - particularly education levels and seafood consumption - significantly predict communication intensity, whereas economic indicators like per capita GDP show limited influence. …”
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Research on Fleet Size of Demand Response Shuttle Bus Based on Minimum Cost Method by Xianglong Sun, Yucong Zu

“…Through parametric examination, we observe a strictly monotonic relationship between subsidy magnitude and demand thresholds: as subsidy levels increase, the minimum demand requirements for sustainable operation decrease in a consistent, progressive manner; meanwhile, the optimal fleet size exhibits an approximately linear relationship with travel demand per unit area across varying vehicle capacities. …”
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Generational perspectives on logo complexity: influencing luxury perception and purchase intention by Yueran Zhang

“…IntroductionThis study provides branding guidance for fashion brands in the new economic landscape by examining how brand identity complexity influences luxury perception and purchase intention, particularly focusing on generational differences between Generation Z and Generation X.MethodsTwo experimental studies using self-reported questionnaires were conducted. Study 1 applied linear regression analysis to investigate the relationship between logo complexity, luxury perception, and purchase intention. …”
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Control de trayectorias basado en álgebra lineal by G. J. E. Scaglia, M. E. Serrano, P. Albertos

“…Esta metodología, denominada LAB (Linear Algebra Based), fue presentada por los autores hace más de diez años y ha tenido una fuerte repercusión por su sencillez y facilidad de aplicación, si bien no es aplicable para algunos problemas de seguimiento en sistemas no lineales. …”
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Influence of Internal Factors and External Factors on Non Performing Financing in Islamic Commercial Banks by Nadirah Nur Alfakhirah, Tiara Juliana Jaya

“…The analytical tool used is multiple linear regression analysis using E-views version 10 software. …”
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Universal Method for Detecting Violations in the Integrity of a Digital Image Based on Analysis of Blocks of its Matrix by Bobok I., Kobozeva A.

“…The most important theoretical result of the work is the higher rate of growth of the linear approxi-mation of the dependence of the block-average values of the frequency indexes of singular vec-tors on its number, which was established for the original content, as compared to the non-original content. …”
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Carbon emissions across income groups: exploring the role of trade, energy use, and economic growth by Nimesha Dharmapriya, Vilan Gunawardena, Dithma Methmini, Ruwan Jayathilaka, Nilmini Rathnayake

“…Using panel regression and multiple linear regression techniques, the findings highlight energy consumption as the principal driver of carbon emissions across all income categories, underscoring its central role in environmental sustainability challenges. …”
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Survival of Kamchatka pink salmon as result of combined influence of density regulation and environmental factors by Mark G. Feldman, Eugeny A. Shevlyakov

“…The survival measured as the recruits number per parental stock (R/S) has a non-linear dependence on this environmental indices described by parabolic equations. …”
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Combining SVM and Naive Bayes Models using a Soft Voting Approach for Sentiment Analysis of Tong Tji Tea House by Fendi Pradana Saputra, Ozzi Suria

“…The SVM model with a linear kernel and C=10 parameter achieved an accuracy of 0.9289 and a positive F1-score of 0.9289. …”
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A quantitative analysis of the interplay of environment, neighborhood, and cell state in 3D spheroids by Vito RT Zanotelli, Matthias Leutenegger, Xiao‐Kang Lun, Fanny Georgi, Natalie de Souza, Bernd Bodenmiller

“…We quantified the contributions of environment, neighborhood, and intracellular state to marker variability in single cells of the spheroids. A linear model explained on average more than half of the variability of 34 markers across four cell lines and six growth conditions. …”
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Randomized clinical trial of ICECaP (Individualized Coordination and Empowerment for Care Partners of Persons with Dementia): Primary mental health and burden outcomes. by Virginia T Gallagher, Anna Arp, Ryan Thompson, M Agustina Rossetti, James Patrie, Shannon E Reilly, Carol Manning

“…Primary efficacy outcomes were evaluated by comparing changes in care partner mental health, burden, and quality of life from baseline to 12-months between ICECaP and controls. Linear mixed-effects model with covariate adjustment revealed no significant group differences in longitudinal changes on measures of caregiving burden, care partner depression, anxiety, quality of life, or reactions to the behavioral symptoms of the person with dementia. …”
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The Effect of Inflation, BI Rate, and Profit-Sharing Rate on NPF in Islamic Banks by Nisrina Qurrotul ’Aini, Shandrina Agustin Rahayu, Irwan Sutirman Wahdiat, Mardi Mardi

“…The study employed multiple linear regression analysis and classical assumption tests, including normality, multicollinearity, heteroscedasticity, and autocorrelation tests using SPSS version 25. …”
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Forecasting medical waste generation and estimating waste to energy potentials with associated greenhouse gas emissions: A holistic analysis by Mehmet Melikoglu

“…Scenarios for models 1 to 3 provides a spectrum of data that covers potential stagnancy, exponential and linear rise scenarios for MW generation till 2040. …”
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CORPORATE SOCIAL RESPONSIBILITY AND BRAND EQUITY IN SOUTH AFRICA’S FMCG SECTOR by AGBEYINKA YINKA IBRAHIM

“…The variables, CSR investment intensity and ESG disclosure quality, were analyzed using multiple linear regression with STATA version 17. Results showed that CSR investment intensity had a statistically significant and positive effect on brand equity, indicating that sustained CSR engagement enhances brand value. …”
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Respiratory microbiota diversity and composition in recurrent protracted bacterial bronchitis: a cross-sectional study by Lidan Xu, Xiumei Ji, Mali Lin, Xipo Chen, Chan Su

“…Microbial diversity and composition differences among groups were assessed using alpha and beta diversity metrics, PERMANOVA, and Linear Discriminant Analysis Effect Size (LEfSe), with statistical significance set at P < 0.05.ResultsRPBB patients exhibited a distinct lung microbiota composition compared to controls, characterized by an increased abundance of pathogens such as Acinetobacter and Mycoplasma, alongside a reduction in beneficial genera like Streptococcus and Granulicatella. …”
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Adaptive CoCoLasso for High-Dimensional Measurement Error Models by Qin Yu

“…We introduce adaptive convex conditioned Lasso (Adaptive CoCoLasso), offering a new approach that can handle high-dimensional linear models with error-prone measurements. This estimator combines a projection onto the nearest positive semi-definite matrix with an adaptively weighted <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mo>ℓ</mo><mn>1</mn></msub></semantics></math></inline-formula> penalty. …”
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Physical and Chemical Characterization of Drag Reducing Polymer Based on Polyvinylpyrrolidone (PVP) in Human Blood Flow by Akram Jassim Jawad, Auda J. Braihi

“…Also, the results showed that the viscosity-shear stress relationships become more linear at higher PVP concentrations. PVP addition caused no shifting in UV-absorbing positions and only moderate intensity changing. …”
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Point-of-care estimation of haemoglobin concentration in all age groups in clinical practice by E. Schapkaitz, J. Mahlangu

“…Method: In this prospective study, we compared the analytical performance of the HemoCue® to the Coulter® LH 750 automated haematology analyser with regard to accuracy, precision and linearity in the measurement of Hb in adult and paediatric patient samples, referred for routine laboratory testing. …”
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Sportorthopädie by Stroehlein JK, van den Bongard F, Barthel T, Reinsberger C

“…Indications were found for a linear dose-response relationship between executive functions and MET/week for the MCI population, but not for healthy elderly and AD patients. …”
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Development and validation of standards for evaluating the quality of qualitative research on Olympics breakdance by Zhi Yang, Susan Whatman

“…Specifically, high-quality qualitative research is not always a linear process, and breakdance researchers usually develop iterative data collection methods based on emerging phenomena, such as by revisiting participants to gain a deeper understanding of these phenomena. …”
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