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The generalized variance of a stationary autoregressive process
Authors:T W Anderson  Raúl P Mentz  
Institution:1. Stanford University USA;2. University of Tucumán, Argentina
Abstract:For a stationary autoregressive process of order p and disturbance variance σ2 it is shown that the determinant of the covariance of T (≥p) consecutive random variables of the process is (σ2)T Πi,j=1p (1 − wiwj)−1, where w1, …, wp are the roots of the associated polynomial equation.
Keywords:Generalized variance  autoregressive process  covariance matrix
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