Independent solution

How to solve this Binomial Distribution question

Setup

Setup

Let X be the binomial defect count and write the requested conditional ratio.

XBinomial(100,0.02)X\sim\operatorname{Binomial}(100,0.02)
Pr(X=2X2)=Pr(X=2)Pr(X=0)+Pr(X=1)+Pr(X=2)\Pr(X=2\mid X\le2)=\frac{\Pr(X=2)}{\Pr(X=0)+\Pr(X=1)+\Pr(X=2)}

Model

Model

Evaluate the three binomial masses admitted by the conditioning event.

p0=(0.98)100=0.1326196p_0=(0.98)^{100}=0.1326196
p1=100(0.02)(0.98)99=0.2706522p_1=100(0.02)(0.98)^{99}=0.2706522
p2=(1002)(0.02)2(0.98)98=0.2734139p_2=\binom{100}{2}(0.02)^2(0.98)^{98}=0.2734139

Compute

Compute

Normalize the exactly-two mass within the lower-tail event.

Pr(X2)=0.1326196+0.2706522+0.2734139=0.6766856\Pr(X\le2)=0.1326196+0.2706522+0.2734139=0.6766856
Pr(X=2X2)=0.27341390.6766856=0.4040486\Pr(X=2\mid X\le2)=\frac{0.2734139}{0.6766856}=0.4040486

Answer

Answer

The conditional probability rounds to 0.404.

0.404(D)\boxed{0.404\quad\text{(D)}}