Independent solution

How to solve this Binomial Distribution question

Answer in brief

The number of covered occurrences is binomial with five trials and probability 0.5. Capping the count at three gives an expected payment of 30(73/32) = 68.4375, so the nearest listed value is D.

Setup

Setup

Let N count the covered occurrences across the five independent periods.

NBinomial(5,0.5)N\sim\operatorname{Binomial}(5,0.5)
B=30min(N,3)B=30\min(N,3)

Model

Model

Group all counts of three or more at the contractual payment limit.

E[min(N,3)]=k=02kPr(N=k)+3Pr(N3)E[\min(N,3)]=\sum_{k=0}^{2}k\Pr(N=k)+3\Pr(N\ge3)

Compute

Compute

Use the symmetric binomial probabilities with denominator 32.

E[min(N,3)]=5+20+3(10+5+1)32=7332E[\min(N,3)]=\frac{5+20+3(10+5+1)}{32}=\frac{73}{32}
E[B]=30(7332)=68.4375E[B]=30\left(\frac{73}{32}\right)=68.4375

Answer

Answer

The expected payment rounds to the listed value 68.

68(D)\boxed{68\quad\text{(D)}}