Independent solution

How to solve this Discrete Random Variables question

Answer in brief

The four relevant count probabilities are proportional to 60, 20, 5, and 1. Their total weight 86 represents probability 0.95, while the first three weights total 85, giving 0.95(85/86)=0.938953 and choice D.

Setup

Setup

Let q be the probability assigned to count three. Propagate the supplied ratios downward through counts two, one, and zero.

p3=q,p2=5qp_3=q,\qquad p_2=5q
p1=4p2=20q,p0=3p1=60qp_1=4p_2=20q,\qquad p_0=3p_1=60q

Model

Model

The cumulative probability through count three fixes the common scale q.

p0+p1+p2+p3=(60+20+5+1)q=86qp_0+p_1+p_2+p_3=(60+20+5+1)q=86q
86q=0.95,q=0.958686q=0.95,\qquad q=\frac{0.95}{86}

Compute

Compute

For a count no greater than two, retain the first three probability weights.

Pr(X2)=(60+20+5)q\Pr(X\le2)=(60+20+5)q
Pr(X2)=0.95(8586)=0.9389534884\Pr(X\le2)=0.95\left(\frac{85}{86}\right)=0.9389534884\ldots

Answer

Answer

The probability rounds to 0.94.

0.94(D)\boxed{0.94\quad\text{(D)}}