Stationary subspace analysis of nonstationary covariance processes: eigenstructure description and testing

Raanju Ragavendar Sundararajan, Vladas Pipiras, Mohsen Pourahmadi

Stationary subspace analysis (SSA) searches for linear combinations of the components of nonstationary vector time series that are stationary. These linear combinations and their n…