Loadings matrix ($V=(v_1,\dots ,v_p)$)

In principal component analysis, the matrix whose columns are the chosen orthonormal eigenvectors of a covariance matrix, ordered by decreasing eigenvalues. Under this convention the principal component scores of centered data are $Z=X_{c}V$. Some literature instead scales the vectors by square roots of eigenvalues; the convention should be stated explicitly.