Synchronous contraction of a random affine recursion
ID: synchronous-contraction-of-a-random-affine-recursion
Drive two copies of a random affine recursion with the same coefficient pairs, independent of their initial coupling. Then . If and , independence of random variables givesThis proves convergence in L1 and hence convergence in probability of the difference. If one copy starts in a stationary distribution, Slutsky's theorem shows that the other copy converges to that distribution. The argument compares paths before taking their one-time probability distributions; it does not require the paths ever to become exactly equal.
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