A random variable X has the following probability distribution:
The variance of X will be: |
0.1 1.42 1.89 2.54 |
1.89 |
The correct answer is Option (3) → 1.89 $X:\;-2,-1,0,1,2$ $P(X):\;0.2,0.1,0.3,0.2,0.2$ $E(X)=(-2)(0.2)+(-1)(0.1)+0(0.3)+1(0.2)+2(0.2)$ $E(X)=-0.4-0.1+0+0.2+0.4$ $E(X)=0.1$ $E(X^2)=4(0.2)+1(0.1)+0(0.3)+1(0.2)+4(0.2)$ $E(X^2)=0.8+0.1+0+0.2+0.8$ $E(X^2)=1.9$ $\text{Var}(X)=E(X^2)-\{E(X)\}^2$ $\text{Var}(X)=1.9-(0.1)^2$ $\text{Var}(X)=1.9-0.01$ $\text{Var}(X)=1.89$ |