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Project imDEV is an application of RExcel, which seamlessly integrates Excel and R for tasks focused on multivariate data visualization, exploration, and analysis. Interactive modules for dimensional reduction (imPCA), prediction (imPLS), feature selection, analysis of correlation (imCorrelations) and generation of networked structures (imGraph) provide an integrated environment for systems level analysis of multivariate data.

Features

  • Data pre-treatment: transformations, missing values imputation
  • Analysis of correlation: Hierarchical Cluster Analysis, heat maps, variable distributions
  • Dimensional reduction: geometric, probabilistic and Bayesian Principal Components Analysis (PCA)
  • Multivariate predictive modeling: PLS and PLS-DA
  • Complexity reduction: surrogate and feature selection
  • Visualization of dependancies: directed and undirected network construction
  • Compatible with Excel 2003, 2007 and 2010

Project Samples

Project Activity

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License

GNU General Public License version 2.0 (GPLv2)

Follow imDEV

imDEV Web Site

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Additional Project Details

Operating Systems

Windows

Intended Audience

Developers, End Users/Desktop, Information Technology, Science/Research

User Interface

Excel

Programming Language

S/R, Visual Basic for Applications (VBA)

Related Categories

S/R Bio-Informatics Software, S/R Data Visualization Software, S/R Statistics Software, Visual Basic for Applications (VBA) Bio-Informatics Software, Visual Basic for Applications (VBA) Data Visualization Software, Visual Basic for Applications (VBA) Statistics Software

Registered

2011-06-22