Second Order Expansions for Sample Median with Random Sample Size

In practice, we often encounter situations where a sample size is not defined in advance and can be random value. The randomness of the crucially changes asymptotic properties underlying statistic. present paper second order Chebyshev--Edgeworth Cornish--Fisher expansions based Student's $t$- Laplace distributions their quantiles are derived for median with special kind.