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CLT for Largest Eigenvalues and Unit Root Tests for High-Dimensional Nonstationary Time Series

CLT for Largest Eigenvalues and Unit Root Tests for High-Dimensional Nonstationary Time Series

This paper proposes a new unit-root test for the case where a high-dimensional vector of nonstationary time series is considered. A new CLT is being established and studied both theoretically and numerically.