In: Statistics and Probability
Suppose you randomly select and buy 4 tangerines from the grocery store, which had 12 tangerines on the shelf. Of the 12 tangerines, 8 had blemishes. What is the probability that two of your four tangerines will have blemishes?
Solution
Let X = number of tangerines out of 4 selected tangerines that have blemishes. Then,
X ~ B(4, p), where p = probability of one tangerine with blemishes, which is also equal to the proportion of tangerines with blemishes in the grocery store. So, p = 8/12 = 2/3 and thus,
X ~ B(4, 2/3) ………………………………………………………………………................................................……………… (1)
Back-up Theory
If X ~ B(n, p). i.e., X has Binomial Distribution with parameters n and p, where n = number of trials and p = probability of one success, then
probability mass function (pmf) of X is given by
p(x) = P(X = x) = (nCx)(px)(1 - p)n – x, x = 0, 1, 2, ……. , n …………………….…...........................................……………..(2)
[This probability can also be directly obtained using Excel Function: Statistical, INOMDIST……………………………….(2a)
Now to work out the solution,
Probability that two of the four tangerines selected will have blemishes
P(X = 2)
= (4C2)(2/3)2(1/3)2 [vide (1) and (2)]
= 8/27
= 0.2963 Answer
DONE