imDEV: a graphical user interface to R multivariate analysis tools in Microsoft Excel

被引:31
|
作者
Grapov, Dmitry [1 ,2 ]
Newman, John W. [1 ,2 ]
机构
[1] Univ Calif Davis, Dept Nutr, Davis, CA 95616 USA
[2] ARS, Obes & Metab Res Unit, USDA, Western Human Nutr Res Ctr, Davis, CA 95616 USA
关键词
D O I
10.1093/bioinformatics/bts439
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Summary: Interactive modules for Data Exploration and Visualization (imDEV) is a Microsoft Excel spreadsheet embedded application providing an integrated environment for the analysis of omics data through a user-friendly interface. Individual modules enables interactive and dynamic analyses of large data by interfacing R's multivariate statistics and highly customizable visualizations with the spreadsheet environment, aiding robust inferences and generating information-rich data visualizations. This tool provides access to multiple comparisons with false discovery correction, hierarchical clustering, principal and independent component analyses, partial least squares regression and discriminant analysis, through an intuitive interface for creating high-quality two- and a three-dimensional visualizations including scatter plot matrices, distribution plots, dendrograms, heat maps, biplots, trellis biplots and correlation networks.
引用
收藏
页码:2288 / 2290
页数:3
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