On the Regularity of Spectral Densities
Teoriâ veroâtnostej i ee primeneniâ, Tome 8 (1963) no. 3, pp. 337-340
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Let $W(\theta)$ be an operator function representing the spectral density of a multidimensional stationary random sequence. In the case of finite-dimensional random sequences, it is well known that if $W$ satisfies the Szegö condition $$\int{\log W(\theta)d\theta\geq-cI,}$$ where $c$ is a constant and $I$ the unit operator, then the error of the best linear prediction of a sequence one step ahead will really be nonzero. In the present note, an example is constructed which shows that this assertion is no longer true in the infinite-dimensional case.