The Quadratic Optimization Bias Of Large Covariance Matrices

Hubeyb Gurdogan, Alex Shkolnik

We describe a puzzle involving the interactions between an optimization of a multivariate quadratic function and a "plug-in" estimator of a spiked covariance matrix. When the large…