Iterated Ordinary Least Squares Regression

Addresses the 'log of zero' by developing a new family of estimators called iterated Ordinary Least Squares. This family nests standard approaches such as log-linear and Poisson regressions, offers several computational advantages, and corresponds to the correct way to perform the popular log(Y + 1) transformation. For more details about how to use it, see the notebook at: < https://www.davidbenatia.com/>.


Reference manual

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install.packages("IOLS")

0.1.4 by Nassim Zbalah, 4 years ago


Browse source code at https://github.com/cran/IOLS


Authors: Nassim Zbalah [cre] , David Benatia [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports stats, utils, sandwich, matlib, boot, randomcoloR, stringr


See at CRAN