A recent survey in Montana revealed that 20% of the vehicles traveling on highways, where speed limits are posted at 70 miles per hour, were exceeding the limit. Suppose you randomly record the speeds of ten vehicles traveling on US 131 where the speed limit is 70 miles per hour. Let X denote the number of vehicles that were exceeding the limit. What is the probability that exactly 3 vehicles were exceeding the limit?

Respuesta :

This is a binomial problem. Binompdf(10,0.2,3)=0.201, about 20% chance

Using the binomial distribution, it is found that there is a 0.2013 = 20.13% probability that exactly 3 vehicles were exceeding the limit.

For each vehicle, there are only two possible outcomes. Either they exceed the limit, or they do not. The probability of a vehicle exceeding the limit is independent of any other vehicle, which means that the binomial distribution is used to solve this question.

Binomial probability distribution  

[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:

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

In this problem:

  • Sample of 10 vehicles, thus [tex]n = 10[/tex].
  • 20% exceed the speed limit, thus [tex]p = 0.2[/tex].

The probability of exactly 3 exceeding the speed limit is P(X = 3), thus:

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

[tex]P(X = 3) = C_{10,3}.(0.2)^{3}.(0.8)^{7} = 0.2013[/tex]

0.2013 = 20.13% probability that exactly 3 vehicles were exceeding the limit.

A similar problem is given at https://brainly.com/question/24756209