The joint density of top k sample eigenvectors and principal subspace inference

Koki Shimizu, Haoming Wang

In this paper, the exact joint density of the top $k$ sample eigenvectors is derived for any $p\times p$ population covariance matrix $\Sigma$, sample size $n>p-1$, and $1 \l…