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Let(εj)j≥0 be a sequence of independent p-dimensional random vectors and τ≥ 1 a given integer.From a sample ε1,...,εT+τ of the sequence,the so-called lag- auto-covariance matrix is C τ = T-1∑Tj =1 εj+τεTj.