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imDEV

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Tools for multivariate data visualization, exploration and analysis.

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Download imDEV v1.4.2 Excel 2007-2010
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Description

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.

imDEV Web Site

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

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Additional Project Details

Intended Audience

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

User Interface

Excel

Programming Language

S/R, Visual Basic for Applications (VBA)

Registered

2011-06-22
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