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A computational pipeline for image-based statistical analysis of biomolecular condensates dynamics using morphological descriptors
Published 2025-07-01“…We implemented robust statistical analyses besides conventional descriptors, incorporating skewness and kurtosis for asymmetric data distribution, and multivariate analysis through interactive principal component analysis (PCA) visualization combined with correlation and scree plots. …”
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564
APPLICATION OF MORAN’S I STATISTICS IN SPATIAL ANALYSIS OF ARCHAEOLOGICAL SITES OF THE SARFIROUZABAD PLAIN, CENTRAL ZAGROS, IRAN
Published 2024-03-01“…Exploratory spatial data analysis is a method for studying random and non-random spatial distribution patterns of these variables, and spatial autocorrelation is one of the most practical and substantial analytical tools for research on spatial data. …”
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‘In the shadows of a giant?’ A spatial analytical method for assessing coastal proximity using R: a case-study from the Bronze Age Saronic Gulf (Greece)
Published 2024-07-01“…Highlights: • The study introduces novel methods in spatial analysis to reinterpret long-standing archaeological theories about settlement distribution • Spatial analysis reveals fluctuating proximity of Bronze Age settlements to the coast in the Saronic Gulf, influenced by socio-cultural and climatic changes…”
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Relationship Between Major And Trace Elements In Ulaanbaatar Soils: A Study Based On Multivariate Statistical Analysis
Published 2019-10-01“…This article focuses on the relationships between major (Si, Al, Mg, Fe, Ca, Na, K, S, P and Ti) and potentially toxic trace (Ag, As, B, Ba, Bi, Co, Cd, Cr, Cu, F, Ge, Mo, Mn, Li, Ni, Pb, Sb, Sn, Sr, Tl, V and Zn) elements in Ulaanbaatar surface soils and also sources of the trace elements in the soils distinguished by the methods of multivariate statistical analysis. Results of exploratory data analysis of 325 Ulaanbaatar soil samples show the accumulation of Ca, S, B, Bi, Cu, Mo, Pb, Sb, Sn, Sr and Zn in urban soils. …”
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Statistical Analysis of Climate Change Effects on Cropping Patterns in Golestan Province: A 25-Year Study
Published 2023-08-01“…Statistical detection is a method to reveal significant changes that cannot be attributed to natural variations. …”
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Individual and integrated indexes of inflammation predicting the risks of mental disorders - statistical analysis and artificial neural network
Published 2025-03-01“…When the same variables were considered, statistical analysis and the deep neural network had similar results. …”
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The Procedure for Evaluating the Adsorption Energy Distribution from an Analysis of Thermodesorption Spectra Based on the Statistical Rate Theory
Published 2002-05-01“…We have recently proposed a new method for evaluating the adsorption energy distribution function χ(ε) from the numerical analysis of thermodesorption spectra. …”
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MANAGEMENT AND VALORIZATION OF AGRICULTURAL WASTES FROM WINE PRODUCTION USING STATISTICAL ANALYSIS TO OBTAIN NOVEL FOOD
Published 2021-01-01“…The aim of the article is to determine the exact amount of grape pomace powder (GPP) in cakes using statistical data processing using the "Correspondence Analysis" method and using an initial model (second-order polynomial). …”
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Square-root lasso under correlated regressors: Tight statistical analysis with a wireless communications application
Published 2024-11-01“…Beyond the wireless communications application, the results had broader implications for other high-dimensional applications, including compressed sensing, machine learning, and statistical inference. The analysis presented in this paper, supported by numerical simulations, provided practical insights into how sqrt-lasso behaved under correlated designs, offering useful guidelines for optimizing its use in real-world scenarios. …”
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Statistical analysis of periodic MHD chemically radiative casson flow over an inclined cylinder with entropy optimization
Published 2024-11-01“…Statistical analysis (SA) stands as an indispensable tool in materials science and engineering, aiding in the understanding and optimization of heat and mass transport processes. …”
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COVID-19 Diagnosis Using Spectral and Statistical Analysis of Cough Recordings Based on the Combination of SVD and DWT
Published 2023-04-01“…Audio-based machine learning technologies can be adopted for automatic analysis of collected data. Valuable and rich information can be obtained from the cough signal and extracting effective characteristics from a finite duration time interval that changes as a function of time. …”
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Thermal Conductivity of Sustainable Earthen Materials Stabilized by Natural and Bio-Based Polymers: An Experimental and Statistical Analysis
Published 2025-06-01“…A scanning electron microscope was employed to examine the microstructure of bio-stabilized earthen materials from the samples. Statistical analysis was conducted on the collected data using ANOVA with a significance level of 0.05. …”
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