This is the Windows app named Robust Correlation Toolbox whose latest release can be downloaded as Corr_toolbox_v2.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
Robust Correlation Toolbox
DESCRIPTION:
The Robust Correlation Toolbox is a free collection of Matlab functions allowing to visualize data in univariate and bivariate space, check assumptions of normality and homoscedasticity and compute Pearson's and Spearman's, percentage bend, and skipped correlations with bootstrapped confidence intervals - see http://www.frontiersin.org/Quantitative_Psychology_and_Measurement/10.3389/fpsyg.2012.00606/full -- code moved to https://github.com/CPernet/robustcorrtool
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This is an application that can also be fetched from https://sourceforge.net/projects/robustcorrtool/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.