cap

Covariate Assisted Principal (CAP) Regression for Covariance Matrix Outcomes

CRAN Package

Performs Covariate Assisted Principal (CAP) Regression for covariance matrix outcomes. The method identifies the optimal projection direction which maximizes the log-likelihood function of the log-linear heteroscedastic regression model in the projection space. See Zhao et al. (2018), Covariate Assisted Principal Regression for Covariance Matrix Outcomes, for details.


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  • Depends2 packages