Marchenko-Pastur Filter
A random-matrix-theory tool that filters out covariance matrix eigenvalues which look like statistical noise.
Category: Methodology
What is Marchenko-Pastur Filter?
The Marchenko-Pastur distribution describes the eigenvalue spectrum of a random covariance matrix. Eigenvalues inside its support are treated as noise and replaced; eigenvalues outside are signal and kept.