Asymptotic properties of Principal Component Analysis and shrinkage-bias adjustment under the Generalized Spiked Population model

no code implementations • 28 Jul 2016 • Rounak Dey, Seunggeun Lee

With the development of high-throughput technologies, principal component analysis (PCA) in the high-dimensional regime is of great interest.