Replacing normalizations with interval assumptions enhances differential expression and differential abundance analyses by Kyle C. McGovern, Justin D. Silverman

“…Abstract Background Methods for differential expression and differential abundance analysis often rely on normalization to address sample-to-sample variation in sequencing depth. However, normalizations imply strict, unrealistic assumptions about the unmeasured scale of biological systems (e.g., microbial load or total cellular transcription). …”
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Exploring the impact of AI competencies, B2B marketing capabilities and disruptive innovation on marketing performance: The mediating role of growth hacking by Adi Utama, Ahmad Johan, Yosep Rahman Hidayat

“…The data analysis technique used is partial least squares structural equation modeling (PLS-SEM), processed using Smart PLS 3.0 software, to assess the direct and indirect relationships between the variables. …”
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Unbiased analysis of obesity related, fat depot specific changes of adipocyte volumes and numbers using light sheet fluorescence microscopy. by Natalie Theobalt, Isabel Hofmann, Sonja Fiedler, Simone Renner, Georg Dhom, Annette Feuchtinger, Axel Walch, Martin Hrabĕ de Angelis, Eckhard Wolf, Rüdiger Wanke, Andreas Blutke

“…Here we report the application of direct 3D light sheet fluorescence microscopy (LSFM) for effective and accurate analysis of adipocyte volumes and numbers in optically cleared adipose tissue samples from a porcine model of diet-induced obesity (DIO). …”
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La psicomotricidad vivenciada de Aucouturier como mejora del retraso madurativo motor en niños de 4 años (Aucouturier's practice psychomotor as an improvement in motor developmenta... by Emilio Miraflores Gómez, Isabel del Pilar Rojas Vidaurre

“…RESULTS: the Experienced Psychomotricity model seeks a significant improvement in motor development in the analyzed sample, especially in balance, arm and leg coordination, and body schema (in themselves and with respect to others). …”
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Spatial Semantic Expression of Terrain Viewshed: A Data Mining Method by Cheng Zhang, Yiwen Wang, Haozhe Cheng, Wanfeng Dou

“…The model analyzes and describes the spatial features of the viewshed through quantitative and qualitative methods. …”
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The Diagnostic Utility of Host RNA Biosignatures in Adult Patients With Sepsis: A Systematic Review and Meta-Analysis by Mervin V. Loi, MBBS, MSc, FRCPCH, Rehena Sultana, MSc, MBA, Tuong Minh Nguyen, MSc, Shi Ting Tia, Jan Hau Lee, MBBS, MCI, MRCPCH, Daniel O’Connor, DPhil

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Analisis Ketersediaan Data Indikator Smart City Kabupaten Tegal by Maria Dolorosa Kusuma Perdani, Inasari Widyastuti, Daru Nupikso

“…This research uses quantitative methods with purposive sampling technique in taking the sample. …”
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Simultaneous Quantification of 14 Compounds in Achillea millefolium by GC-MS Analysis and Near-Infrared Spectroscopy Combined with Multivariate Techniques by Lan-Ping Guo, Jian Yang, Li Zhou, Sheng Wang, Chuan-Zhi Kang, Christian W. Huck

“…The proposed work is focused on the simultaneous quantification of 14 compounds in the medicinal plant Achillea millefolium based on Near-Infrared Spectroscopy (NIR). The regression model of single-compound models (SCMs) and multicompound model (MCM) were created by partial least-squares regression (PLSR). …”
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Translation and psychometric validation of the Finnish version of the revised second victim experience and support tool: a pilot study by Sanu Mahat, Saija Koskiniemi, Helena Lehmusto, Santtu Mikkonen, Tiina Syyrilä, Marja Härkänen

“…Results showed a good model fit for the nine-factor structure with 35 items. …”
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Effects of Hybrid STEM Learning on 21st-Century Skills and Character Development in Prospective Elementary Teachers: A Mixed-Methods Study from Indonesia by Setyo Eko Atmojo, Beny Dwi Lukitoaji, Rina Dyah Rahmawati, Mitha Dwi Anggriani, Agista Putri Anindya

“…Surveys and observations also showed a positive response to this model, which was proven to improve conceptual understanding, problem-solving skills, and active involvement in learning. …”
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Early retirement intentions of Korean wage earners: the influence of job demand-control-support latent profiles by Ara Jo, Hye-Sun Jung

“…Methods We analyzed data from 31,587 wage-earning participants aged 19 to 59 using the sixth Korean Working Conditions Survey (KWCS), conducted between 2020 and 2021. The sample included 57.06% men and 42.94% women. Latent Profile Analysis (LPA), a person-centered statistical method used to identify unobserved subgroups within a population, was employed to classify participants into five job characteristic profiles based on the job demand-control-support (JDCS) model. …”
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Consistent and Correct Use of Condoms With Lubricants and Associated Factors Among Men Who Have Sex With Men from the Ghana Men’s Study II: Protocol for a Mixed Methods Study by Ratif Abdulai, Edith Phalane, Kyeremeh Atuahene, Refilwe Nancy Phaswana-Mafuya

“…ResultsQualitative and quantitative results will be triangulated together with systematic review results, and key findings will be highlighted and used to guide the development of a predictive model for improving correct and consistent condom use with lubrication among MSM. …”
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PENGARUH KUALITAS PELAYANAN, SOCIAL MEDIA MARKETING, STORE ATMOSPHERE DAN TESTIMONI TERHADAP KEPUTUSAN PEMBELIAN by Alfin Arwani, Alfalisyado Alfalisyado, Herni Justiana Astuti, Rifka Utami Arofah

“…The tests conducted in this study include instrument tests, classical assumption tests, model fit tests, and regression tests. The minimum sample size was determined using Roscoe’s formula and obtained 100 respondents. …”
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Soil Texture Mapping in the Permafrost Region: A Case Study on the Eastern Qinghai–Tibet Plateau by Wangping Li, Yadong Liu, Xiaodong Wu, Lin Zhao, Tonghua Wu, Guojie Hu, Defu Zou, Yongping Qiao, Xiaoying Fan, Xiaoxian Wang

“…Using the random forest model, we established quantitative models of silt, clay, and sand content, and environmental variables, including elevation, slope, aspect, plane curvature, slope curvature, topographic wetness index, NDVI, EVI, MAT, and MAP at different depths based on the survey data of 58 soil sample points. …”
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Predicting Methods for Analyzing Data on Fatal Outcome Possibility in the Combination of Acute Coronary Syndrome and Atrial Fibrillation According to the Krasnodar Region Registry by Z. G. Tatarintseva, E. D. Kosmacheva, S. V. Kruchinova, V. A. Akinshina, A. A. Khalafyan

“…For the construction of prognostic models, a sample was used, consisting of 201 patients with and without fatal outcome; condition of each patient was described by 42 quantitative and qualitative clinical indices. …”
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COMPARATION OF STUDENTS’ ACHIEVEMENT ON THE TOPIC OF LINEAR EQUATION ON TWO VARIABLES AT SMP NEGERI 19 AMBON by Vista Dolly Batkormbawa, Juliana Selvina Molle, Darma Andreas Ngilawajan

“…Research samples are students of class VIII-5 which stated as experiment group I (using TAI model) and students of class VIII-3 which stated as experiment group II (using TPS model). …”
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Simplicity, Price, Quality of Service and Safety Towards The Decision to Purchase Products Through Shopee.id Application by N Nursiam, Anastasia Auti Merry Yanissa, Kurnia Rina Ariani

“…The method used in this study is a quantitative method. Respondents in this study were accounting students for the 2016 class of the Faculty of Economics and Business, Universitas Muhammadiyah Surakarta, where the incidental sampling method was used, with a total sample of 81 respondents. …”
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The Role of Empowerment on Affective Commitment Moderated by Employee Engagement and Trust in Supervisors by Iwan Setiyawan Prambudi, Ginta Ginting, Shine Pintor Siolemba Patiro, Sri Yusriani, Muhammad Rayhan Mahardika Prambudi

“…The data were collected from a purposive sample of 327 employees working at UT's central and regional offices. …”
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The Impact of Access to Finance and Environmental Factors on Entrepreneurial Intention: The Mediator Role of Entrepreneurial Behavioural Control by Thu Thuy Nguyen

“…Research Design & Methods: A cross-sectional quantitative research was conducted using structural equation modelling analysis with a sample consisting of 635 students in 11 universities in Vietnam. …”
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The Role of Internal Control Systems in Enhancing Local Financial Report Accountability by Yaya Sonjaya, Sri Iswati, Muslim Muslim

“…This study analyzes the influence of budget planning and budget participation on the accountability of financial reports in Papua Province's Regional Apparatus Organizations (OPD) and examines the moderating role of the internal control system. A quantitative causality approach was applied, with a sample of 105 State Civil Apparatus (ASN) from 35 OPDs selected through a saturated sampling technique. …”
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