One in four adults is currently on a diet. You randomly select eight adults and ask them if they are currently on a diet. Find the probability that the number who say they are currently on a diet is (a) exactly three, (b) at least three, and (c) more than three

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Answer:

a) 0.2076

b) 0.3216

c) 0.114  

Explanation:

We are given the following information:

We treat adult on a diet as a success.

P(Adult on diet) = [tex]\frac{1}{4}[/tex] = 0.25

Then the number of adults follows a binomial distribution, where

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

where n is the total number of observations, x is the number of success, p is the probability of success.

Now, we are given n = 8

We have to evaluate:

(a) exactly three

[tex]P(x =3)\\\\P(x =3= \binom{8}{3}(0.25)^{3}(1-0.25)^{5} \\\\P(x =3)=0.2076[/tex]

(b) at least three

[tex]P(x \geq 3) = 1 -P(x = 0) - P(x = 1) - P(x = 2)\\\\=1- \binom{8}{0}(0.25)^0(1-0.25)^8-\binom{8}{1}(0.25)^1(1-0.25)^7 -\binom{8}{2}(0.25)^2(1-0.25)^6\\=1-0.1001-0.2669-0.3114\\= 0.3216[/tex]

(c) more than three

[tex]P(x > 3) = 1 -P(x = 0) - P(x = 1) - P(x = 2) - P(x=3)\\\\=1- \binom{8}{0}(0.25)^0(1-0.25)^8-\binom{8}{1}(0.25)^1(1-0.25)^7 -\binom{8}{2}(0.25)^2(1-0.25)^6\\ -\binom{8}{3}(0.25)^3(1-0.25)^5 \\=1-0.1001-0.2669-0.3114-0.2076\\= 0.114[/tex]

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