Dmitry Grapov1, John W Newman. 1. Department of Nutrition, University of California, Davis, CA 95616, USA.
Abstract
UNLABELLED: 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. AVAILABILITY AND IMPLEMENTATION: Freely available for download at http://sourceforge.net/projects/imdev/. Implemented in R and VBA and supported by Microsoft Excel (2003, 2007 and 2010).
UNLABELLED: 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. AVAILABILITY AND IMPLEMENTATION: Freely available for download at http://sourceforge.net/projects/imdev/. Implemented in R and VBA and supported by Microsoft Excel (2003, 2007 and 2010).
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Authors: Michael R La Frano; Suzan L Carmichael; Chen Ma; Macy Hardley; Tong Shen; Ron Wong; Lorenzo Rosales; Kamil Borkowski; Theresa L Pedersen; Gary M Shaw; David K Stevenson; Oliver Fiehn; John W Newman Journal: Metabolomics Date: 2018-11-15 Impact factor: 4.290
Authors: Karan Agrawal; Justin D Waller; Theresa L Pedersen; John W Newman Journal: Prostaglandins Other Lipid Mediat Date: 2017-09-21 Impact factor: 3.072
Authors: Karan Agrawal; Lauren A Hassoun; Negar Foolad; Theresa L Pedersen; Raja K Sivamani; John W Newman Journal: J Lipid Res Date: 2016-11-08 Impact factor: 5.922
Authors: Chongxiu Sun; Kenan Alkhoury; Ying I Wang; Greg A Foster; Christopher E Radecke; Kayan Tam; Christina M Edwards; Marc T Facciotti; Ehrin J Armstrong; Anne A Knowlton; John W Newman; Anthony G Passerini; Scott I Simon Journal: Circ Res Date: 2012-08-08 Impact factor: 17.367
Authors: Aifric O'Sullivan; Patrice Armstrong; Gertrud U Schuster; Theresa L Pedersen; Hooman Allayee; Charles B Stephensen; John W Newman Journal: J Nutr Date: 2013-11-20 Impact factor: 4.798
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