Efficient Channel Prediction Technique Using AMC and Deep Learning Algorithm for 5G (NR) mMTC Devices by Vipin Sharma, Rajeev Kumar Arya, Sandeep Kumar

“…The estimation results are compared with the conventional minimum mean square error (MMSE) and an approximation to the linear MMSE (ALMMSE) method, which is obtained through channel state information (CSI). …”
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Social, economic, and environmental factors influencing the basic reproduction number of COVID-19 across countries. by Jude Dzevela Kong, Edward W Tekwa, Sarah A Gignoux-Wolfsohn

“…We then use a generalized additive model (GAM) to discern both linear and nonlinear effects, and include 5 random effect covariates to account for potential differences in testing and reporting that can bias the estimated R0.…”
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Oral poetry of the Andes and Amazonia by Gonzalo Espino Relucé

“…These poetics correspond to the domain of the word, so the orality of which we speak involves the continuity of an expression that writing does not always show in its linear capture, with respect to the autonomy and the confluence of the different forms that are produced in the event. …”
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Exploring the Mechanical Properties of Bioprinted Multi-Layered Polyvinyl Alcohol Cryogel for Vascular Applications by Argyro Panieraki, Nasim Mahmoodi, Carl Anthony, Rosemary J. Dyson, Lauren E. J. Thomas-Seale

“…Stress–strain curves exhibited nonlinear characteristics, better captured by quadratic (as opposed to linear) fitting, within the tested strain range (≤40%). …”
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16S rRNA sequencing-based evaluation of the protective effects of key gut microbiota on inhaled allergen-induced allergic rhinitis by Yi Tang, Yongchuan She, Danping Chen, Yibo Zhou, Dan Xie, Zhai Liu

“…Microbial diversity was assessed using alpha and beta diversity indices, and differential microbiota populations were identified through Linear discriminant analysis Effect Size (LEfSe) analysis. …”
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Economic Incentives for the Modernization of the Electricity Distribution System Operators' Network Infrastructure by Serebrennikov В.S., Petrova K.H., Serebrennikov S.V., Savelenko I.V.

“…The minimum tariff rates were computed for each operator according to the break-even point, with the maximum tariff rate being equal for the whole sample. A linear functional transformation provided a transition from the aggregated scores to specific tariff rates. …”
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Genome-Wide Association Study of Seed Quality and Yield Traits in a Soybean Collection from Southeast Kazakhstan by Botakoz Doszhanova, Alibek Zatybekov, Svetlana Didorenko, Chao Fang, Saule Abugalieva, Yerlan Turuspekov

“…The multiple-locus mixed linear model (MLMM) facilitated the identification of 38 stable MTAs: nine for protein content, nine for oil content, seven for the number of fertile nodes, six for the number of seeds per plant, four for thousand seeds weight, and three for yield per plant. …”
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Association between atherogenic index of plasma and depression in premenopausal and postmenopausal women: A cross-sectional study. by Siyi Deng, Weihong Huang, Jinwen Liao, Yanling Liu, Yang Song, Gang Fu, Mingguo Xu

“…<h4>Results</h4>In comparison to quartile 1, Multivariate logistic regression revealed that AIP in quartiles 2-4 yielded odd ratios (ORs) (95% confidence interval, 95% CI) of premenopausal women of 1.14 (0.87, 1.50), 1.06 (0.79, 1.42), and 1.49 (1.11, 2.00), and postmenopausal women of 0.88 (0.64, 1.22), 1.03 (0.76, 1.41) and 1.40 (1.04, 1.89), respectively. RCS showed a linear correlation between AIP and depression in premenopausal women and a nonlinear correlation between AIP and depression in postmenopausal women. …”
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Magnetic Nanomaterials in Chinese Medicine Chemical Composition Analysis and Drug Metabolism and Its Industry Prospect and Development Path Research by Tengfei Ma, Peng Liu

“…The peak current and concentration of THP showed a good linear relationship in the range of 5.2 × 10−8 ∼ 2.1 × 10−5  mol/L, and the detection limit was 1.9 × 10−7  mol/L. …”
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Factors associated with micronutrient intake of low-income overweight or obese young mothers by Mei-Wei Chang, Chyongchiou J. Lin, Joshua M. Smyth, Duane T. Wegener

“…We performed descriptive analysis and generalized linear models. At least two-thirds of women met most antioxidant, methylation, and other micronutrient recommendations. …”
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Experimental Investigation on the Machining Behaviour, Surface Integrity and Tool Wear Analysis in Environment Friendly Milling of Inconel 825 by D. Nathan, T. Ramkumar, M. Selvakumar

“…Prediction of surface roughness by ANOVA linear model for MQL condition was found functionally adequate with R2 = 89.25% which fits with the experimental values. …”
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The impact of the transition to a green economy on Romania’s economic growth by Dorina Niță, Nadia Stoicuța, Alina Nițescu, Claudia Isac, Oana Dobre-Baron

“…Based on a multivariable linear regression model, this study aims to analyze the connection and influence of five macroeconomic indicators, on Romania’s economic growth over a period of 16 years (2006–2021), where the indicators are considered to be representative for green economy. …”
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An Approximate Solution of the Bending of Beams on a Nonlinear Elastic Foundation with the Galerkin Method by Junlong Jiang, Chencheng Lian, Baochen Meng, Huimin Jing, Xiang Fang, Ji Wang

“…The analysis of beam deformation on elastic foundation is very important in engineering applications, and studies of beams on linear elastic foundations are abundant and accurate.  …”
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The Effects of Non-Cash Transactions Through Quick Response Indonesian Standard (QRIS) on the Number of MSMEs Workers by Agni Agrasevy Dwiatma, Chaikal Nuryakin

“…This adoption of QRIS by MSMEs will undoubtedly impact their business operations and the number of workers they need. This study uses linear regression with the Two-Stage Least Squares (2SLS) model to examine the relationship between the adoption of QRIS in cashless payment systems and the number of workers required by MSMEs. …”
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Construction and modelling of an inducible positive feedback loop stably integrated in a mammalian cell-line. by Velia Siciliano, Filippo Menolascina, Lucia Marucci, Chiara Fracassi, Immacolata Garzilli, Maria Nicoletta Moretti, Diego di Bernardo

“…We observed a striking difference in the dynamics of the PFL and NOPFL networks. Using non-linear dynamical models, able to recapitulate experimental observations, we demonstrated a link between network topology and network dynamics. …”
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Female runners’ satisfaction and motivation to participate: An examination of trail running event quality by Ulma Erdilanita, Ayuning Maharesti, Berliana

“…Data were collected through questionnaires measuring event quality, satisfaction, and motivation. Linear regression analysis was used to predict the relationship between event quality and female runner satisfaction and motivation. …”
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Stage-Specific Serum Proteomic Signatures Reveal Early Biomarkers and Molecular Pathways in Huntington’s Disease Progression by Christiana C. Christodoulou, Christiana A. Demetriou, Eleni Zamba-Papanicolaou

“…CAP1 and CAPZB demonstrated robust diagnostic potential in linear mixed-effects models. CAP1 decreased in the asymptomatic stage, suggesting early cytoskeletal disruption, while CAPZB was consistently increased across HD stages. …”
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Distorted Unbalanced Grid Voltage Modulated Direct Power Control for Three-Phase Grid-Connected Inverters by Yi-Hung Liao, Meng-Hsuan Yu, Hao-Min Zhang

“…In this paper, a linearized direct power control strategy for grid-connected inverters under distorted unbalanced grid voltage is proposed. …”
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Association between the Body Roundness Index and osteoarthritis: A population-based study. by Yue Qiu, Huangyi Yin, Jinzhi Meng, Yang Cai, Jun Yao

“…The RCS curve demonstrated a linear relationship between BRI and OA. Subgroup analysis examined that the observed relationship was significant exclusively among individuals with a BMI ≥ 30 kg/m². …”
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HTR-10GT Dual Bypass Valve Control Features and Decoupling Strategy for Power Regulation by Xiao Li, Xiaoyong Yang, Youjie Zhang, Jie Wang

“…System’s control characteristic was analyzed with classical linear control theory and H∞ theory applied on linearized system model. …”
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