Binomial Random Variable

Definition (Binomial RV)

Let XX be a RV. The number of successes XX in nn independent Bernoulli trials with probability pp of success. This is called a binomial RV with parameters (n,p)(n,p) with pmf p(k)=(nk)pk(1p)nk, kX={0,1,,n}p(k)={n\choose k}p^{k}(1-p)^{n-k},\ k\in\mathcal{X}=\{0,1,\cdots,n\}For RV X\mboxBinomial(n,p)X\sim \mbox{Binomial}(n,p) E[X]=np\mboxVar(X)=np(1p)\begin{align*} &E[X]=np \\ &\mbox{Var}(X)=np(1-p) \end{align*}

The number of successes XX in nn independent Bernoulli trials with probability pp