For a Binomial distribution, $B(n,p)$, where $p+q=1$, the sum and product of mean and variance are 8 and 12 respectively, when the value of $n$ is: |
6 9 12 16 |
9 |
The correct answer is Option (2) → 9 $X\sim B(n,p),\quad p+q=1$ $\text{Mean}=np$ $\text{Variance}=npq$ Given $np+npq=8$ $np(1+q)=8$ $np(2-p)=8 \quad ...(1)$ $np\cdot npq=12$ $n^2p^2q=12 \quad ...(2)$ From (1): $n=\frac{8}{p(2-p)}$ Substitute in (2): $\left(\frac{8}{p(2-p)}\right)^2 p^2(1-p)=12$ $\frac{64(1-p)}{(2-p)^2}=12$ $16(1-p)=3(2-p)^2$ $16-16p=12-12p+3p^2$ $3p^2+4p-4=0$ $p=\frac{2}{3}$ Using (1): $n\cdot\frac{2}{3}\left(2-\frac{2}{3}\right)=8$ $n\cdot\frac{2}{3}\cdot\frac{4}{3}=8$ $\frac{8n}{9}=8$ $n=9$ The value of $n$ is $9$. |