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On the tails of the invariant measure for multidimensional affine stochastic recursions in the critical case

Published 22 Sep 2026 in math.PR | (2609.25944v1)

Abstract: We study the behavior at infinity of the invariant Radon measure for the multidimensional affine stochastic recursion Vn=AnVn−1+Bn,V_n = A_n V_{n-1} + B_n, where (An)<em>n≥1(A_n)<em>{n \geq 1} are positive random matrices, (Bn)</em>n≥1(B_n)</em>{n \geq 1} are random vectors with nonnegative entries, and (An,Bn)n≥1(A_n, B_n)_{n \geq 1} are independent and identically distributed. In the critical regime where the top Lyapunov exponent of the random matrix products An⋯A1A_n \cdots A_1 is zero, Brofferio, Peigné and Pham [6] recently established the existence and uniqueness, up to multiplication by a constant, of an invariant Radon measure with infinite total mass. They proved that the tail behavior of this measure when applied to radial sets is governed by a slowly varying function. Our goal is to show that this slowly varying function is actually bounded. Moreover, we investigate directional tail behavior.

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