README.md

In Yorkee2018/LPsmooth: LP Smoothed Inference and Graphics

The 'LPsmooth' R package

The LPsmooth package provides a R implementation for the smoothed inference and graphics by means of CD-plots and deviance tests, proposed in Algeri S., Zhang X. (2020+). Specifically, inference and adequate post-selection adjustments are performed via an LP-based smoothed bootstrap and the results are summarized via an exhaustive graphical tool called CD-plot.

Further details and theory about the algorithm can be found in the "Smoothed inference and graphics via LP modeling.", [arXiv:2005.13011].

For more technical problems, please contact the maintainer of the package Xiangyu Zhang at [e-mail].

Getting Started

First install the devtools package

install.packages("devtools")

library("devtools")

Then install this package

install_github('Yorkee2018/LPsmooth')

Using This Package

To see the available function to use, type

ls("package:LPsmooth")

References

Algeri S., Zhang X. (2020+). Smoothed inference and graphics via LP modeling. [arXiv:2005.13011]

License

The software is subjected to the GNU GPLv3 licensing terms and agreements.

Yorkee2018/LPsmooth documentation built on June 5, 2020, 12:32 a.m.