In: Statistics and Probability
In a box of 12 light bulbs, it is known that 5 of them are defective. That is, 5 are defective and 7 function properly. We select 2 bulbs from the bag at random, without replacement. Find the probability they both function properly. Show work. Round your answer to 3 decimal places.
Solution:
Given:
We are given that: in a box of 12 light bulbs, it is known that 5 of them are defective.
Thus Number of defective = 5 and Number of functioning properly = 12-5=7
2 bulbs are selected from the bag at random, without replacement.
We have to find: the probability that they both function properly.
That is we have to find:
P(X = 2) = .......?
X : Number of bulbs function properly
M = Number of bulbs function properly = 7
N = Total Bulbs = 12
n = sample size selected = 2
x = number of bulbs from sample which are function properly
Thus X follows Hypergeometric distribution with parameters N = 12 , M = 7 and n = 2
Thus probability mass function of Hypergeometric distribution is:
where
Thus we get:
We can find same answer using another steps:
Since bulbs are selected without replacement, for first draw we have total 12 bulbs and 7 are function properly
thus P( first bulb function properly) =7/12
For second draw we have total bulbs = 12-1 = 11 total and 7-1=6 function properly
thus
P( Second bulb function properly) = 6 / 11
Thus
P( Both function properly ) =7/12 X 6/11
P( Both function properly ) = 0.583333 X 0.545455
P( Both function properly ) = 0.318182
P( Both function properly ) = 0.318