Installing varPro

Min Lu ()

Aster Shear ()

Udaya B. Kogalur ()

Hemant Ishwaran ()

2025-04-13

Currently VarPro is an R-package only available on our GitHub repository but will be soon available on CRAN.

To create the R package using the GitHub repository, you will need an installation of R (> v3.0) that is capable of compiling source code packages containing C-code. This means that the approprate C-code compilers need to be in place and accessible by the R packaging and installation engine.

Like many other R packages, the simplest way to obtain varPro is to install it directly from CRAN or Github via typing the following command in R console:

varPro typically requires the latest development version of the randomForestSRC package available on our GitHub repository. However, it should also work with the latest package available on R.

To install varPro from Github type following commands in the R console:

# install.packages("devtools") 
# ensure to obtain the newest version of ‘randomForestSRC’
# devtools::install_github("kogalur/randomForestSRC")
devtools::install_github("kogalur/varPro")

# another way
install.packages("varPro", repos = "https://cran.us.r-project.org")


Cite this vignette as
M. Lu, A. Shear, U. B. Kogalur, and H. Ishwaran. 2025. “varPro: installing varPro vignette.” http://www.varprotools.org/articles/installation.html. 

@misc{LuInstall,
    author = "Min Lu and Aster Shear and Udaya B. Kogalur and Hemant Ishwaran",
    title = {{varPro}: installing {varPro} vignette},
    year = {2025},
    url = {http://www.varprotools.org/articles/installation.html},
    howpublished = "\url{http://www.varprotools.org/articles/installation.html}",
    note = "[accessed date]"
}