capr-package

Infrastructure for Covariate Assisted Principal Regression.

internal

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>.

Xi LUO

capr

Covariate Assisted Principal Regression

Xi Luo

Yi Zhao

Brian Caffo

capr-package function

Maintainer: Xi Luo <a href="/link/xi.rossi.luo%40gmail.com?package=capr&version=0.2.0" data-mini-rdoc="capr::xi.rossi.luo@gmail.com">xi.rossi.luo@gmail.com</a>
Authors:<ul>
<li>Yi Zhao <a href="/link/zhaoyi1026%40gmail.com?package=capr&version=0.2.0" data-mini-rdoc="capr::zhaoyi1026@gmail.com">zhaoyi1026@gmail.com</a></li>
<li>Brian Caffo <a href="/link/bcaffo%40gmail.com?package=capr&version=0.2.0" data-mini-rdoc="capr::bcaffo@gmail.com">bcaffo@gmail.com</a></li>
</ul>

Author

capr package documentation — capr-package

Maintainer: Xi Luo <a href='mailto:xi.rossi.luo@gmail.com'>xi.rossi.luo@gmail.com</a>
Authors:<ul>
<li>Yi Zhao <a href='mailto:zhaoyi1026@gmail.com'>zhaoyi1026@gmail.com</a></li>
<li>Brian Caffo <a href='mailto:bcaffo@gmail.com'>bcaffo@gmail.com</a></li>
</ul>

capr-package: capr package documentation

Description

Arguments

Author

See Also