Abstract
In this article, we formulate and prove new properties of conditional quantiles given one of the particular sigma-fields. Next, we use them to investigate almost sure asymptotic behavior of central order statistics which arise from strictly stationary processes. Specifically, we provide a new version of a strong ergodic theorem for central order statistics.
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