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WIREs Computational Statistics, 2009 AbstractExploratory data analysis, or EDA for short, is a term coined by John W. Tukey for describing the act of looking at data to see what it seems to say. This article gives a description of some typical EDA procedures and discusses some of the principles of EDA.
H. Hinterberger
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Nucleic Acids Research, 2021 Gene set enrichment (GSE) analysis plays an essential role in extracting biological insight from genome-scale experiments. ORA (overrepresentation analysis), FCS (functional class scoring), and PT (pathway topology) approaches are three generations of ...
Dechao Bu +14 more
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Applied Univariate, Bivariate, and Multivariate Statistics Using Python, 2018 PCA and SVD are considered simple forms of exploratory factor analysis. The term ‘factor analysis’ is a bit confusing and you will find a variety of definitions out there–some people assert that PCA is not factor analysis, and others might use PCA but ...
J. Cappelleri, Robert A. Gerber
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Selection of experimental strawberry clones for fruit appearance attributes [PDF]
Pesquisa Agropecuária Brasileira, 2022 The objective of this work was to carry out the morphological characterization of strawberry fruit of different genotypes, as well as to verify their postharvest conservation.
Douglas Correa de Souza +6 more
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Social cost of carbon: A revisit from a systems analysis perspective
Frontiers in Environmental Science, 2022 The social cost of carbon (SCC) is estimated by integrated assessment models (IAMs) and is widely used by government agencies to value climate policy impacts.
Nikolay Khabarov +4 more
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From Exploratory Data Analysis to Exploratory Spatial Data Analysis [PDF]
Mathematics and Statistics, 2020 The Exploratory Data Analysis raised by Tuckey [19] has been used in multiple research in many areas but, especially, in the area of the social sciences. This technique searches behavioral patterns of the variables of the study, establishing a hypothesis with the least possible structure.
Patricia Abelairas-Etxebarria +1 more
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JAMA cardiology, 2022 Importance Clonal hematopoiesis of indeterminate potential (CHIP) is associated with increased risk of atherosclerotic cardiovascular disease, and mouse experiments suggest that CHIP related to Tet2 loss of function in myeloid cells accelerates ...
E. Svensson +13 more
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Undisclosed exposure to antiretrovirals prior to treatment initiation: An exploratory analysis
Southern African Journal of HIV Medicine, 2021 Background: The proportion of individuals with a history of exposure (‘pre-exposure’) to antiretrovirals (ARVs) prior to formal initiation into antiretroviral treatment (ART) is unknown.
Lufuno G. Mavhandu-Ramarumo +4 more
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Exploratory Bi-Factor Analysis [PDF]
Psychometrika, 2011 Bi-factor analysis is a form of confirmatory factor analysis originally introduced by Holzinger. The bi-factor model has a general factor and a number of group factors. The purpose of this article is to introduce an exploratory form of bi-factor analysis.
Robert I. Jennrich, Peter M. Bentler
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Growth and decline in rural Spain: an exploratory analysis
European Planning Studies, 2023 The depopulation of rural areas in both developed and developing countries has become a complex problem with important implications for issues of equality and sustainability.
Víctor Gómez Valenzuela, Adelheid Holl
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