High School

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From past experience, a restaurant owner has determined that 40% of those who visit her restaurant will spend at least $125. If 8 people will visit her restaurant tomorrow, find the probability that:

(a) 4 will spend at least $125

Hint: The number of people who spend at least $125 has a binomial distribution.

Answer :

The probability that exactly four people will spend at least $125, using the binomial distribution, is of:

0.2322 = 23.22%.

What is the binomial distribution formula?

The mass probability formula, used to obtain the probability of x successes, is of:

[tex]P(X = x) = C_{n,x}.p^{x}.(1-p)^{n-x}[/tex]

[tex]C_{n,x} = \frac{n!}{x!(n-x)!}[/tex]

The parameters are given as follows:

  • n is the number of trials of the experiment.
  • p is the probability of a success on a single trial of the experiment.

The values of these parameters in this problem are given as follows:

  • n = 8, as 8 people will visit her restaurant tomorrow.
  • p = 0.4, as 40% of those who visit her restaurant will spend at least $125.

The probability that exactly four people will spend at least $125 is P(X = 4), hence:

[tex]P(X = x) = C_{n,x}.p^{x}.(1-p)^{n-x}[/tex]

[tex]P(X = 4) = C_{8,4}.(0.4)^{4}.(0.6)^{4} = 0.2322[/tex]

More can be learned about the binomial distribution at https://brainly.com/question/24756209

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Rewritten by : Jeany