A central limit theorem for scaled eigenvectors of random dot product graphs

Avanti Athreya, Vince Lyzinski, David J. Marchette +3

We prove a central limit theorem for the components of the largest eigenvectors of the adjacency matrix of a finite-dimensional random dot product graph whose true latent positions…