Independent solution

How to solve this Discrete Order Statistics question

Setup

Setup

When the second largest value equals x, the sample contains x, two lower values, and one higher value. Such a selection is possible for x from 3 through 11.

Nx=(x12)(12x1)N_x=\binom{x-1}{2}\binom{12-x}{1}
x{3,4,,11}x\in\{3,4,\ldots,11\}

Model

Model

All four-element subsets of the twelve labels have equal probability.

Nall=(124)=495N_{\mathrm{all}}=\binom{12}{4}=495
p(x)=NxNallp(x)=\frac{N_x}{N_{\mathrm{all}}}

Compute

Compute

Expand the combination and simplify the denominator.

p(x)=[(x1)(x2)/2](12x)495p(x)=\frac{[(x-1)(x-2)/2](12-x)}{495}
p(x)=(x1)(x2)(12x)990p(x)=\frac{(x-1)(x-2)(12-x)}{990}

Answer

Answer

On its positive support, the resulting probability function matches choice A.

p(x)=(x1)(x2)(12x)990,x=3,,11(A)\boxed{p(x)=\frac{(x-1)(x-2)(12-x)}{990},\quad x=3,\ldots,11\quad\text{(A)}}