Let \(X_1,\cdots, X_n\) be random variables which are i.i.d. \(\text{unifom}(0,1)\). Let \(X_{(1)},\cdots, X_{(n)}\) be the associated order statistics.
- Find the distribution of \(X_{(n/2)}\) when \(n\) is even.
- Find \(\mathbf{E} [ X_{(n)} – X_{(1)} ]\).
- Find the distribution of \(R=X_{(n)} – X_{(1)}\).