In: Statistics and Probability
Among a student group 46% use Google Chrome, 20% Internet Explorer, 10% Firefox, 5% Mozilla, and the rest use Safari. What is the probability that you need to pick 7 students to find 2 students using Google Chrome? Report answer to 3 decimals.
Negative Binomial distribution :
The random variable X denote the trial at which the rth success occurs, where r is a fixed integer. Then 'X' follows a negative Binomial distribution with 'r' and p:Probability of success
Probability mass function :P(X=x)
For the given problem,
Success : Student using Google Chrome ;
Among a student group 46% use Google Chrome, 20% Internet Explorer, 10% Firefox, 5% Mozilla, and the rest use Safari
p: Probability of success: Probability that a student uses Google chrome = 46/100 =0.46
q : 1-p=1-0.46 = 0.54
Trail : Picking a student
rth Success = rth student using Google Chrome : r=2 ; 2nd student
X : Number of students you need to pick: Number of trails
X follows negative Binomial distribution with r=2 and p=0.46
Probability mass function :P(X=x)
Probability that you need to pick 7 students to find 2 students using Google Chrome = P(X=7)
Probability that you need to pick 7 students to find 2 students using Google Chrome = 0.058