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Commentary: Exploratory Data Analysis [PDF]
Frontiers in Psychology, 2015 A commentary on “Exploratory data analysis,” in Handbook of Psychology, 2nd Edn. by Behrens, J. T., Dicerbo, K. E., Yel, N., and Levy, R. (2013). Vol. 2, eds J. A. Schinka, W. F. Velicer, and I. B. Weiner (Hoboken, NJ: Wiley), 34–70. Despite the importance of exploratory data analysis (EDA) in statistics and science, few people have worked on ...
Brian Douglas Haig
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Exploratory Data Analysis [PDF]
, 2016 In this chapter, the reader will learn about the most common tools available for exploring a dataset, which is essential in order to gain a good understanding of the features and potential issues of a dataset, as well as helping in hypothesis generation.
Komorowski M +3 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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lab: an R package for generating analysis-ready data from laboratory records [PDF]
PeerJ Computer Science, 2023 Background Electronic health records (EHRs) play a crucial role in healthcare decision-making by giving physicians insights into disease progression and suitable treatment options.
Yi-Ju Tseng +2 more
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dxpr: an R package for generating analysis-ready data from electronic health records—diagnoses and procedures [PDF]
PeerJ Computer Science, 2021 Background Enriched electronic health records (EHRs) contain crucial information related to disease progression, and this information can help with decision-making in the health care field.
Yi-Ju Tseng +2 more
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Statistical consequences of staging exploration and confirmation
Methods in Psychology, 2021 A number of methodologists have recently argued that it is inadvisable or even improper to use the same data for exploration (discovering effects) and for confirmation (validating the existence of effects).
Harold Pashler, Christine R. Harris
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Exploratory data analysis of crime report
Matrix: Jurnal Manajemen Teknologi dan Informatika, 2021 Visualization of data is the appearance of data in a pictographic or graphical form. This form facilitates top management to understand the data visually and get the messages of difficult concepts or identify new patterns.
Irwan Setiawan, Suprihanto
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An intelligent assistant for exploratory data analysis [PDF]
, 1997 In this paper we present an account of the main features of SNOUT, an intelligent assistant for exploratory data analysis (EDA) of social science survey data that incorporates a range of data mining techniques.
B. S. Everitt +17 more
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A propos de l’analyse spatiale exploratoire des données
Cybergeo, 2001 Since the geographical information system revolution of the mid-1980s, there has been a rapid growth in the number of spatially referenced databases.
Arnaud Banos
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Psych, 2023 Exploratory factor analysis (EFA) is a very widely used statistical procedure in the social and behavioral sciences. This technique features in validity studies, as well as investigations of latent structure underlying observed measurements.
W. Holmes Finch
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