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STATIONARY PROCESSES WITH A FINITE NUMBER OF NON‐ZERO CANONICAL CORRELATIONS BETWEEN FUTURE AND PAST

K. L. Vaninskii and A. M. Yaglom

Journal of Time Series Analysis, 1990, vol. 11, issue 4, 361-375

Abstract: Abstract. The spectral densities f(γ) are determined for stationary random processes X(t) with continuous time which have the property that the number of non‐zero canonical correlations between the past X(t) (t≤ 0) (more accurately the present and the past) and the future X(t) (t≥θ) is finite (equal to N) at any θ≥τ for some r > 0. A method for finding all the corresponding canonical correlations P1, …, PN and the canonical variables X1‐, …, XN‐ and X1+, …, XN+ is given. Similar results related to processes X(t) with discrete (integral) time are briefly considered.

Date: 1990
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https://doi.org/10.1111/j.1467-9892.1990.tb00064.x

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