IOLS

Iterated Ordinary Least Squares Regression

CRAN Package

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/.

  • Version0.1.4
  • R version≥ 2.10
  • LicenseGPL-3
  • Needs compilation?No
  • Last release04/07/2023

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  • Imports5 packages