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math.PR2020★ 1 cited
Ratio-consistent estimation for long range dependent Toeplitz covariance with application to matrix data whitening
Peng Tian, Jianfeng Yao
We consider a data matrix from a multivariate stationary process with a separable covariance function, where is a positive semi-definite…
math.PR2019★ 3 cited
Joint CLT for top eigenvalues of sample covariance matrices of separable high dimensional long memory processes
Peng Tian
For , consider the sample covariance matrix from a data set , where is a matrix having…