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capr  

Covariate Assisted Principal Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("capr", "0.2.0")



Attach the package and use:
library("capr")
Maintained by
Xi Luo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-01-24
Latest Update: 2026-01-24
Description:
Covariate Assisted Principal Regression (CAPR) for multiple covariance-matrix outcomes. The method identifies (principal) projection directions that maximize the log-likelihood of a log-linear regression model of the covariates. See Zhao et al. (2021), "Covariate Assisted Principal Regression for Covariance Matrix Outcomes" <doi:10.1093/biostatistics/kxz057>.
How to cite:
Xi Luo (2026). capr: Covariate Assisted Principal Regression. R package version 0.2.0, https://cran.r-project.org/web/packages/capr. Accessed 16 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited capr R package
View capr citation profile
Other R packages that capr depends, imports, suggests or enhances
Complete documentation for capr
Functions, R codes and Examples using the capr R package
Full capr package functions and examples
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