Welcome to CorReg project!

This R package Find a structure explaining correlations between covariates and use it to compute linear regression. The correg function computes the linear regression under the constraint of the found structure. It helps to face dimension and correlations issues. CorReg stands for Correlations in Regression.

The project summary page you can find here.

This project is developped under the CeCILL license (open-source).

You can download last stable version on the CRAN

Or install the devel version on R-forge or directly in R: install.packages("CorReg", repos="http://R-Forge.R-project.org")

To know more about the underlying mathematical method : read the preprint

Or the associated Phd Thesis

From XKCD:Joke about correlations and causality

joke about confidence intervals

joke about extrapolation
correg.org Webutation