Identification of entrepreneurship and employment opportunities in information science and knowledge studies by Fateme Bigi, Mahmoud Moradi, Amin Zare, Ahmadreza Varnaseri

“…Data was analyzed using the ordinary linear regression method with descriptive statistics in the SPSS 26  environment. …”
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Monitoring the Olfactory Evolution of Cold-Fermented Sourdough Using an Electronic Nose by Elisabetta Poeta, Estefanía Núñez-Carmona, Veronica Sberveglieri, Jesús Lozano, Ramiro Sánchez

“…A clear correlation was observed between microbial dynamics, pH reduction (from 5.8 to 3.8), and the evolution of volatile compounds, with notable increases in acetic acid (up to 12.75%), ethanol (11.95%), and fruity esters such as isoamyl acetate (33.33%). Linear discriminant analysis (LDA) explained 96.31% of the total variance in a single component, successfully separating the fermentation stages. …”
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Aerosol Pollution from Small Combustors in a Village by A. Zwozdziak, L. Samek, I. Sowka, L. Furman, M. Skrętowicz

“…Some receptor modeling techniques, factor analysis-multiple linear regression analysis (FA-MLRA) and potential source localization function (PSLF), have been used. …”
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Performance evaluation of helium-based binary gas mixtures in standing-wave thermoacoustic electricity generator by Ikhsan Setiawan, Prastowo Murti, Irna Farikhah, Agung Bambang Setio Utomo

“…The experimental setup employs a quarter-wavelength straight resonator coupled with a loudspeaker acting as a linear alternator. Four binary gas mixtures—helium-argon (He-Ar), helium-nitrogen (He-N2), helium-oxygen (He-O2), and helium-carbon dioxide (He-CO2)—were tested at varying helium molar fractions (0.0 to 1.0) under a constant working pressure of 300 kPa. …”
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Understanding social dynamics towards circular fashion initiatives in Indonesia through actor-network-theory by Rahayu Budhi Handayani, Olivia Gondoputranto

“…Circular fashion emphasizes a shift from the traditional linear system, take-make-dispose, to a comprehensive approach in which fashion items are intended to last longer, be reusable, and be recycled back into the biosphere at the end of their lifecycle. …”
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Impact of Glycine Supplementation on Growth and Hematological Indices in Florida Pompano (Trachinotus carolinus) by Trinh H. V. Ngo, Marty Riche, Timothy J. Bruce, Luke A. Roy, D. Allen Davis

“…Growth metrics, including final weight (FW) (85.21–90.93 g), weight gain (WG) (336%–366%), and feed conversion ratio (FCR) (1.61–1.69), showed no significant differences among treatments. A significant linear decrease in the hepatosomatic index (R2 = 0.244, p=0.027), stable liver enzymes, and a significant increase in serum cholesterol at 1% glycine supplementation (R2 = 0.507; p=0.002) suggest that glycine may influence hepatic metabolism, potentially through enhanced bile acid conjugation. …”
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Markov analysis and the Langevin equation of the Earth surface temperature data by Maedeh Lak, Sakineh Hosseinabadi, Amir Ali Masoudi

“…The drift and diffusion coefficients in this equation demonstrate linear and quadratic trends with respect to the fluctuations, respectively. …”
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Sustainable manufacturing for rubber waste industries with integrated circular economy by Arzo Rani, Sakshi Tyagi, Anshika Singh, Abhinav Goel, Shubham Kumar Singh, Anand Chauhan

“…The Hessian matrix is used to optimize the non-linear model, with numerical simulations and sensitivity analysis validates its effectiveness. …”
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Numerical solutions for norovirus epidemic spread: implications for public health control by Suhail Saleem, Ali Raza, Marek Lampart, Muhammad Rafiq, Nauman Ahmed, Muhammad Shoaib Arif

“…Furthermore, we discuss the properties of positivity, boundedness, uniqueness, and existence to ensure the model’s validity. The non-linear model is linearized around its equilibrium points, and local stability is analyzed using the eigenvalues of the Jacobian matrix. …”
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Association between out-of-pocket health expenditure and the disease burden of diabetes mellitus: insights from GBD 2021 by Luyou Dong, Zhifu Dong

“…Statistical analyses in RStudio included the Welch's two-sample t-test and multiple linear regression.ResultsHigh OOP expenditure countries exhibited significantly higher diabetes-related DALYs (M = 965.98) versus low OOP groups (M = 556.33, 95% CI [103.99–715.32], p = 0.01). …”
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Construction Concrete Price Prediction Based on a Double-Branch Physics-Informed Neural Network by Kaier Shi, Ruiqing Han, Zhipeng Li, Pan Guo

“…In particular, this model utilizes an Artificial Neural Network (ANN) as the baseline algorithm and incorporates physical constraints, such as a Multiple Linear Regression (MLR) model and a Vector Error Correction Model (VECM) to modify the loss function. …”
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Upcycling food waste for microalgae cultivation toward lipid production in a closed-loop and system-integrated circular bioeconomy by Guowei Wu, Jun Wei Roy Chong, Kuan Shiong Khoo, Doris Ying Ying Tang, Pau Loke Show

“…Abstract Food loss and waste (FLW) generated by unsustainable linear food systems are major contributors to greenhouse gas (GHG) emissions. …”
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EVLW by Lung Ultrasound to Predict Short-Term Post Operative Outcomes in Pediatric Cardiac Surgery - A Prospective Observational Study by Anitha Diwakar, Pankaj Punetha, Anuradha Kamat, Kolli S. Chalam

“…The EVLW score at T1 proved to be significant in linear regression analysis for prediction of both the duration of mechanical ventilation and the length of stay in the ICU. …”
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Affective touch reduces histamine evoked itch experience. by Syed Hasan Ali, Nicholas Fallon, Timo Giesbrecht, Andrej Stancak, Carl A Roberts

“…We also investigated whether changes in itch severity scores during the affective touch condition were moderated by individual differences in somatosensory experiences and attitudes as measured on the Touch Experiences and Attitudes Questionnaire (TEAQ), and the Pain Vigilance and Awareness Questionnaire (PVAQ). A linear mixed effects model indicated a main effect of condition on itch severity, whereby affective touch significantly reduced itch severity compared to non-affective touch (p < .001) and active control (p < .001). …”
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Uric acid and skeletal muscle status in females with rheumatoid arthritis by Olga V. Dobrovolskaya, Maria V. Kozyreva, Nikolay V. Demin, Natalia V. Toroptsova

“…These associations were confirmed in multiple linear regression analysis (b*=0.38; p0.001 and b*=0.29; p0.001, respectively). …”
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Efeito da incorporação de hipoclorito de cálcio em gesso tipo III sobre a estabilidade dimensional, resistência à tração diametral e a compressão by Matheus Guilherme Lucas, João Augusto Rabelo Ribeiro, Luis Eduardo Butignon, João Neudenir Arioli Filho

“…Neste trabalho foram analisadas as possíveis alterações promovidas pela incorporação de agentes desinfetantes na resistência à compressão, estabilidade dimensional linear e resistência à tração diametral de modelos em gesso. …”
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Evaluating Lawyers' Perceptions of Cryptocurrency Regulation in Ecuador Using Plithogenic Statistics and an Indeterminate Likert Scale by Rene Estalin Portilla Paguay, Jairo Mauricio Puetate Paúcar, anessa Lisseth Montenegro Altamirano

“…An incalculably prepared survey inquired, and subsequently linear statistical regression after the survey applies assesses whether lawyers in Ecuador believe there are legal certainty, legitimacy, anonymity, necessity for innovation, operability shortcomings, and consumer safeguards through significant levels. …”
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Association between stress hyperglycemia ratio (SHR) and the risk of acute kidney injury in patients with chronic kidney disease: analysis of the MIMIC-IV database by Jinliang Li, Lianqu Wang, Jiule Zhang, Xiaoguang Li, Zhiling Jiao

“…The RCS model showed an approximately linear relationship, with higher SHR linked to increased AKI risk. …”
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Non global solutions for non-radial inhomogeneous nonlinear Schrodinger equations by Ruobing Bai, Tarek Saanouni

“…The singular decaying term $|x|^{-2\tau}$, for some $\tau>0$ gives an inhomogeneous non-linearity. One considers the inter-critical regime, namely $1+\frac{2(s-\tau)}N<q<1+\frac{2(s-\tau)}{N-2s}$ and $1+\frac{2(s-\tau)+\alpha}{N}<p<1+\frac{2(s-\tau)+\alpha}{N-2s}$. …”
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Prospective analysis of delirium risk in geriatric femur fracture patients using the Nottingham Hip Fracture Score by S. Shankar, J. Shyamprakash, K. Narayanasamy

“…All participants were institutionalized, with 53.33% female, 60% having ≥1 comorbidity, and 40% presenting with Hb <10 g/dL. Multiple linear regression revealed that age negatively correlated with CAM scores (β = −0.31, P = 0.041), whereas higher NHFS scores predicted increased delirium risk (β =0.59, P < 0.001). …”
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