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A stochastic process is a collection of random variables usually indexed by a totally ordered set.
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Existence of an invariant measure on an infinite dimensional space via Lyapunov functional
Is seems to me that your proof is correct. The same restriction to locally compact state spaces appears in the classical ''Markov Chains and Stochastic Stability'' by Meyne and Tweedie (chap. 12).
My …