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SLIC (version 0.3)

LIC for Distributed Skewed Regression

Description

This comprehensive toolkit for skewed regression is designated as "SLIC" (The LIC for Distributed Skewed Regression Analysis). It is predicated on the assumption that the error term follows a skewed distribution, such as the Skew-Normal, Skew-t, or Skew-Laplace. The methodology and theoretical foundation of the package are described in Guo G.(2020) .

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Version

Install

install.packages('SLIC')

Version

0.3

License

MIT + file LICENSE

Maintainer

Guangbao Guo

Last Published

July 25th, 2025

Functions in SLIC (0.3)

SLIC

SLIC function based on LIC with skewed error distributions
beta_AD

Caculate the estimators of beta on the A-opt and D-opt
LICnew

Calculate the LIC estimator based on A-optimal and D-optimal criterion
beta_cor

Caculate the estimator of beta on the COR
serr

Generate data with skewed errors