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DataDesk: an interactive package for data exploration, display, model building, and data analysis
Author(s) -
Velleman Paul F.
Publication year - 2012
Publication title -
wiley interdisciplinary reviews: computational statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.693
H-Index - 38
eISSN - 1939-0068
pISSN - 1939-5108
DOI - 10.1002/wics.1208
Subject(s) - computer science , software , graphics , statistical graphics , computational statistics , visualization , data visualization , statistical analysis , statistical software , r package , data exploration , software package , data analysis , data mining , interactive visualization , data science , computer graphics (images) , machine learning , statistics , programming language , mathematics
Abstract DataDesk is an interactive package for exploration, display, and analysis of data that runs on a variety of desktop computers. Because it has been designed from the ground up for the purpose of data exploration, it incorporates several global design principles not found together in other data analysis software. This article discusses those design principles and illustrates how they lead to innovative approaches to regression model building. WIREs Comput Stat 2012. doi: 10.1002/wics.1208 This article is categorized under: Software for Computational Statistics > Software/Statistical Software Statistical and Graphical Methods of Data Analysis > Statistical Graphics and Visualization Statistical and Graphical Methods of Data Analysis > Analysis of High Dimensional Data