Eigenvalue Outlier — Spiked Covariance Model

The BBP transition (Baik-Ben Arous-Péché 2005): when a rank-1 spike of strength α is added to a Wishart matrix, the largest eigenvalue detaches from the Marchenko-Pastur bulk only when α > √γ (γ = p/n). Below threshold it remains within the bulk.