Estimation of partial correlation matrices using cholesky decomposition

B. Dickinson
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引用次数: 21

Abstract

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.
用cholesky分解估计偏相关矩阵
描述了一种利用Cholesky分解获得多元过程偏相关矩阵估计的方法。估计提供了观测数据的最小相位自回归模型和正定自相关函数估计。
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