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IOLS (version 0.1.4)

Iterated Ordinary Least Squares Regression

Description

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: .

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Version

Install

install.packages('IOLS')

Monthly Downloads

200

Version

0.1.4

License

GPL-3

Maintainer

Nassim Zbalah

Last Published

April 7th, 2023

Functions in IOLS (0.1.4)

DATASET

Sample Data for Analysis
print

print.iOLS
print.iOLS_path

print.iOLS_path
iOLS_path

iOLS_path
iOLS_path_plot

iOLS_path_plot
iOLS

iOLS
lambda_test

lambda_test
iOLS_plot

iOLS_plot
print.lambda_test

print.lambda_test