In: Statistics and Probability
a die is rolled 6 times let X denote the number of 2's that appear on the die.
1. show that X is binomial.
2. what is the porbaility of getting at least one 2.
3. find the mean and the standard deviaion of X
Solution:
1)
A die is rolled 6 times.
Number of trials = n = 6
let X denote the number of 2's that appear on the die.
For the event "getting 2 " ,
probability of success = p = 1/6
probability of failures = q = 1 - p = 5/6
Trials are independent.
Probability of success is constant from trial to trial.
So , X is binomial with n = 6 , p = 1/6
2)
Using binomial probability formula ,
P(X = x) = (n C x) * px * (1 - p)n - x ; x = 0 ,1 , 2 , ....., n
Now ,
P(at least one 2)
= P(X 1)
= 1 - { P(X < 1) }
= 1 - { P(X = 0) }
= 1 - { (6 C 0) * (1/6)0 * (5/6)6 - 0 }
= 1 - { 0.33489797668 }
= 0.6651
P(at least one 2) = 0.6651
3)
Mean = = n * p = 6 * (1/6) = 1
Standard deviation = = n * p * q = [6 * (1/6) * (5/6)] = 0.9129
Mean = 1
Standard deviation = 0.9129