This is the Windows app named imDEV whose latest release can be downloaded as imDEV1.4.2Excel2007-2010.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS
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imDEV
DESCRIPTION
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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
Audience
Information Technology, Science/Research, Developers, End Users/Desktop
User interface
Excel
Programming Language
S/R, Visual Basic for Applications (VBA)
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/imdev/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
