Determination of the total content of some secondary metabolites in various organs of the Dagestan samples of Capparis herbacea Willd. by F. A. Vagabova, G. K. Radjabov, A. M. Musaev, F. I. Islamova

“…Purpose of the work: comparative assessment of the content of the sum of phenolic compounds exhibiting antioxidant activity in various organs of herbaceous capers C. herbacea Willd. The 4 samples of C. herbaceawere collected from natural populations of Dagestan during the flowering and fruiting phases in the summer of 2019. …”
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SPAGRM: effectively controlling for sample relatedness in large-scale genome-wide association studies of longitudinal traits by He Xu, Yuzhuo Ma, Lin-lin Xu, Yin Li, Yufei Liu, Ying Li, Xu-jie Zhou, Wei Zhou, Seunggeun Lee, Peipei Zhang, Weihua Yue, Wenjian Bi

“…Abstract Sample relatedness is a major confounder in genome-wide association studies (GWAS), potentially leading to inflated type I error rates if not appropriately controlled. …”
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Characterisation of between-cluster heterogeneity in malaria cluster randomised trials to inform future sample size calculations by Joseph Biggs, Joseph D. Challenger, Dominic Dee, Eldo Elobolobo, Carlos Chaccour, Francisco Saute, Sarah G. Staedke, Sibo Vilakati, Jade Benjamin Chung, Michelle S. Hsiang, Edgard Diniba Dabira, Annette Erhart, Umberto D’Alessandro, Rupam Tripura, Thomas J. Peto, Lorenz Von Seidlein, Mavuto Mukaka, Jacklin Mosha, Natacha Protopopoff, Manfred Accrombessi, Richard Hayes, Thomas S. Churcher, Jackie Cook

“…During the design stage, CRT sample sizes need to be inflated to account for the cluster heterogeneity in measured outcomes. …”
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Effect of stadium service quality on the club value perceived by the supporter: sample of Konyaspor Büyükşehir Torku Arena by Ali Sevılmıs, Erkan Faruk Sırın

“…The data in the study were obtained 679 supporters, determined by the method of randomly sampling, coming to watch the matches of Torku Konyaspor-Akhisar Belediyespor, Torku Konyaspor-Galatasaray, Torku Konyaspor-Mersin İdman Yurdu, and Torku Konyaspor-Gençlerbirliği in the existing eight tribune areas in 2015 -2016 football season. …”
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Labour outcome in teenage in a sample of Kurdish pregnant women in maternity teaching hospital in Erbil city by Ariana Khalis Jawad, Rana Salih Waheeb

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Latent classes of substance use and delinquency in a Swedish national sample of adolescents and associated risk factors. by Clas Björklund, Fredrik Sivertsson, Jonas Landberg, Jonas Raninen, Peter Larm

“…Though, statistical power was a problem and future research should use larger samples or alternative methods.…”
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Comparison of principal component analysis algorithms for imputation in agrometeorological data in high dimension and reduced sample size. by Valter Cesar de Souza, Sergio Augusto Rodrigues, Luís Roberto Almeida Gabriel Filho

“…This was carried out on high-dimensional and reduced-sample databases, covering different percentages of missing data. …”
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Complex associations between anxiety, depression, and resilience in a college student sample: a network analysis by Hui Wang, Min Wang, Xiuchao Wang, Tingwei Feng, Xufeng Liu, Wei Xiao

“…The aim of this study is to explore the finer-grained potential relationships between psychological resilience, anxiety, and depression among college students.MethodsThis study employed network analysis to examine the psychological resilience, anxiety, and depression status of a randomly sampled cohort of 855 college students (51.8% female; M = 18.70, SD = 1.13). …”
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Effect of the gut microbiome, skin microbiome, plasma metabolome, white blood cells subtype, immune cells, inflammatory proteins, and inflammatory cytokines on asthma: a two-sample Mendelian randomized study and mediation analysis by Wenqian Guo, Wenqian Guo, Er Hong, Han Ma, Han Ma, Ji Wang, Qi Wang, Qi Wang

“…This study aims to investigate causal relationships among gut microbiota, skin microbiota, plasma metabolomics, white blood cells subtype, immune cells, inflammatory proteins, inflammatory cytokines, and asthma.MethodsFirst, two-sample Mendelian randomization analysis was used to identify causal relationships. …”
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Visual Perceptual Learning of Form–Motion Integration: Exploring the Involved Mechanisms with Transfer Effects and the Equivalent Noise Approach by Rita Donato, Adriano Contillo, Gianluca Campana, Marco Roccato, Óscar F. Gonçalves, Andrea Pavan

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Optimization of Solar Generation and Battery Storage for Electric Vehicle Charging with Demand-Side Management Strategies by César Berna-Escriche, Lucas Álvarez-Piñeiro, David Blanco

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The Adoption of Sustainable Farming Practices by Smallholder Crop Farmers: Micro-Level Evidence from North-Eastern South Africa by Ally Sithole, Oluwasogo David Olorunfemi

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A Nonlinear Self-recognition Self-calibration Kalman Filtering Method by FU Huimin, YANG Haifeng, WEN Xinlei

“…According to the rank sampling and Sigma points sampling respectively, the rank sampling self-recognition self-calibration Kalman filter and the Sigma points sampling self-recognition self-calibration Kalman filter were discussed in detail. …”
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How many trees to see the forest? Assessing the effects of morphospace coverage and sample size in performance surface analysis by Stephanie M. Smith, C. Tristan Stayton, Kenneth D. Angielczyk

“…To do this, we subsampled a pre‐existing set of turtle shell performance surfaces in four different ways: first, uniform subsampling of theoretical morphologies across the surface; second, random subsampling of theoretical morphologies across the surface; third, a combination uniform/random subsampling method called close‐pairs sampling and fourth, subsampling only points on the surface known to correspond to a naturally occurring turtle shell morphology. …”
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Inference for Two-Parameter Birnbaum–Saunders Distribution Based on Type-II Censored Data with Application to the Fatigue Life of Aluminum Coupon Cuts by Omar M. Bdair

“…The Bayesian method employs Markov Chain Monte Carlo (MCMC) sampling for point predictions and credible intervals. …”
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Efficiency of ranked set sampling designs in power Lindley system reliability estimation with uncensored and right-censored data by Zhimin Wu, Lin Xiang

“…In the field of statistical modeling for system reliability metrics, ranked set sampling (RSS) designs have been confirmed as effective alternatives to simple random sampling (SRS). …”
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Prevalence of colistin-resistant Enterobacteriaceae isolated from clinical samples in Africa: a systematic review and meta-analysis by Yalewayker Gashaw, Zelalem Asmare, Mitkie Tigabie, Asefa Sisay, Ermias Getatachew, Selamyhun Tadesse, Getachew Bitew, Agenagnew Ashagre, Tadesse Misganaw, Muluken Gashaw, Woldeteklehaymanot Kassahun, Zelalem Dejazimach, Abdu Jemal, Solomon Gedfie, Getinet Kumie, Marye Nigatie, Wagaw Abebe, Atitegeb Abera Kidie, Biruk Beletew Abate, Melese Abate Reta, Baye Gelaw

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Comparative Performance of Machine Learning Models for Landslide Susceptibility Assessment: Impact of Sampling Strategies in Highway Buffer Zone by Zhenyu Tang, Shumao Qiu, Haoying Xia, Daming Lin, Mingzhou Bai

“…This study evaluates the impact of two different non-landslide sampling methods—random sampling and sampling constrained by the Global Landslide Hazard Map (GLHM)—on the performance of various machine learning and deep learning models, including Naïve Bayes (NB), Support Vector Machine (SVM), SVM-Random Forest hybrid (SVM-RF), and XGBoost. …”
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Women’s perceptions and preferences toward HPV self-sampling in France: A questionnaire within the French CapU4 Trial by Hélène De Pauw, Alexandra Ducancelle, Marc Arbyn, Adeline Pivert, Anne-Sophie Le Duc Banaszuk, Juliette Noyelle, Johane Le Goff, Franck Rexand-Galais, Gilbert Donders, Caroline Lefeuvre

“…The target age for HPV-based screening is women aged 30–65. Vaginal self-sampling (VSS) has recently been introduced for women who have not been screened. …”
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Hybrid exponentially weighted moving average control chart for mean by using different ranked set sampling schemes by Muhammad Noor ul amin, Navara Shabbir, Nasrullah Khan, Afshan Riaz

“… In this paper different schemes of ranked set sampling (RSS) are used to design a new hybrid exponentially weighted moving average (HEWMA) control chart having more sensitivity to small and moderate shifts.The  suggested control chart  dominates classical exponentially weighted moving average (EWMA) control chart, EWMA based on RSS and HEWMA control chart using simple random sampling (SRS). …”
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