Unconstrained representation of orthogonal matrices with application to common principle components

Luca Bagnato, Antonio Punzo

Many statistical problems involve the estimation of a $\left(d\times d\right)$ orthogonal matrix $\text{Q}$. Such an estimation is often challenging due to the orthonormality con…