The mean and variance of a random variable X having a binomial distribution are 4 and 2 respectively,The P(X=1) is?
Explanation
Concept:
The binomial distribution of a random variable X is given by,
P(X=k)=nCkpkqn−k
Mean=np
Variance=npq
Calculation
\text{Given, the mean and variance of a random variable X having a binomial distribution are 4 and 2 respectively,}
⇒mean=np=4....(1)
⇒variance=npq=2....(2)
\text{From equation (1) and (2), we have}
⇒q=21
\text{We know, } p=1−q
⇒p=21
\text{From equation (1), we have}
n=8
\text{The binomial distribution of a random variable X is given by,}
P(X=k)=nCkpkqn−k
P(X=1)=8C1p1q8−1
⇒P(X=1)=8⋅21⋅271
⇒P(X=1)=321