Answer:
a. 1.76 customers
b. 0.6192 customers
c. 0.1600
d. 0.7442
Step-by-step explanation:
Suppose that p = 0.08 is the probability that a particular client exceeds his credit, and take the number of Bernoulli-type attempts as n = 22$ $. As the number of customers detected by AIS as having exceeded their credit limits is a binomial model, you have to:
[tex]$f(x)=\binom{n}{x}p^x(1-p)^{n-x} = \binom{22}{x}0.08^x0.92^{22-x} $ for $ x \in\left \{ 1,2,3,4,...,n\right\}\\\\[/tex]
[tex]$a. what is the mean of customers exceeding their credit limits?\\$\mu=np=22*0.08= 1.76$ costumers\\\\b. what is the standard deviation of the customers?$\\sd=\sqrt{np(1-p))}=\sqrt{22*0.08*0.92} = \sqrt{0.6192}=0.78689$Costumers\\\\[/tex]
[tex]$c. what is the probability that 0 customers exceed their credit limits?\\$f(0)=\binom{22}{0}0.08^00.92^{22}=0.1600$\\\\d) what is the proability that 1 customer will exceed their credit limits?\\$f(1)=\binom{22}{1}0.08^10.92^{21}=0.3055$\\\\[/tex][tex]$e) what is the probability that 2 customers will exceed their credit limits?\\
$f(2)=\binom{22}{2}0.08^20.92^{20}=0.744$\\\\[/tex]