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VIMPS  

Calculate Variable Importance with Knock Off Variables
View on CRAN: Click here


Download and install VIMPS package within the R console
Install from CRAN:
install.packages("VIMPS")

Install from Github:
library("remotes")
install_github("cran/VIMPS")

Install by package version:
library("remotes")
install_version("VIMPS", "1.0")



Attach the package and use:
library("VIMPS")
Maintained by
Meredith Wallace
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-02-21
Latest Update: 2024-02-21
Description:
The variable importance is calculated using knock off variables. Then output can be provided in numerical and graphical form. Meredith L Wallace (2023) <doi:10.1186/s12874-023-01965-x>.
How to cite:
Meredith Wallace (2024). VIMPS: Calculate Variable Importance with Knock Off Variables. R package version 1.0, https://cran.r-project.org/web/packages/VIMPS. Accessed 22 Dec. 2024.
Previous versions and publish date:
No previous versions
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Complete documentation for VIMPS
Functions, R codes and Examples using the VIMPS R package
Full VIMPS package functions and examples
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