A method for obtaining estimates of the partial correlation matrices of a multivariate process using Cholesky decomposition is described. The estimates provide a minimum phase autoregressive model for the observed data and a positive definite autocorrelation function estimate.
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B. Dickinson (1979) studied this question.
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