  In this paper, 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.
