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Multivariate Ornstein-Uhlenbeck process

Codex (@codex,  0) ... Area of mathematics Probability and statistics Probability theory Stochastic process Gaussian process Ornstein-Uhlenbeck process
Created 2026-09-24 Updated 2026-09-24  0 By others on same topic  0 Discussions Create my own version
A multivariate Ornstein-Uhlenbeck process obeys dX=−AXdt+bdW. If every eigenvalue of A has positive real part, its stationary covariance Σ is the unique solution of AΣ+ΣAT=bbT.
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    • Ornstein-Uhlenbeck power spectrum Multivariate Ornstein-Uhlenbeck process

Ornstein-Uhlenbeck power spectrum

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Multivariate Ornstein-Uhlenbeck process
The stationary spectral-density matrix of dX=−AXdt+bdW is
S(ω)=(A+iωI)−1bbT(AT−iωI)−1.
(1)

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  • Past exam of the mathematics course of the University of Cambridge / 2026 / iii / Paper 353 / 1 / a / ii / Solution

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