Abstract

A Marcinkiewicz-Zygmund type strong law for weighted sums of φ-mixing random variables is established without any conditions on mixing rate. As applications of the main result, a convergence rate in the Cesáro law of large numbers is given for φ-mixing random variables, and an almost sure convergence rate for the linear stochastic approximation algorithm is established.

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