Inference for Spiked Eigenstructure under Generalized Covariance and Correlation Models

Yanqing Yin, Wang Zhou

In high-dimensional principal component analysis, important inferential targets include both leading spikes and the associated principal eigenspaces. Such problems arise naturally…