A researcher wishes to conduct a study of the color preferences of new car buyers. Suppose that 40% of this population prefers the color green. If 12 buyers are randomly selected, what is the probability that exactly 10 buyers would prefer green?

Respuesta :

Answer:

The probability that exactly 10 buyers would prefer green is 0.0025.

Step-by-step explanation:

Let the random variable X be defined as the number of buyers who would prefer green.

The probability of a buyer preferring Green is, P (X) = p = 0.40.

The sample of buyers selected is of size n = 12.

The color preference of the buyers are independent of each other.

The random variable X satisfies all the conditions of a Binomial distribution.

Thus, [tex]X\sim Bin(12, 0.40)[/tex]

The probability function of a Binomial distribution is:

[tex]P (X=x)={n\choose x}p^{x}(1-p)^{n-x};\ x=0,1,2,...[/tex]

Compute the probability that exactly 10 buyers would prefer green as follows:

[tex]P (X=10)={12\choose 10}(0.40)^{10}(1-0.40)^{12-10}\\=66\times 0.0001049\times0.36\\=0.002491\\\approx0.0025[/tex]

Thus, the probability that exactly 10 buyers would prefer green is 0.0025.

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