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Binomiale


$\displaystyle G(t\,\vert\,{\cal B}_{n,p})$ $\displaystyle =$ $\displaystyle \sum_{x=0}^ne^{t\, x}\,
\binom{n}{x} \, p^x\, q^{n-x}$  
  $\displaystyle =$ $\displaystyle \sum_{x=0}^n
\binom{n}{x}
\, \left(e^t\, p\right)^x \, q^{n-x}$  
  $\displaystyle =$ $\displaystyle \left( e^t\, p+q\right)^n.$  

Riotteniamo quindi rapidamente:
E$\displaystyle (X)$ $\displaystyle =$ $\displaystyle \left. n\, p\, e^t\,
\left(e^t\, p+q\right)^{n-1}\right\vert _{t=0} = n\, p$  
       
E$\displaystyle (X^2)$ $\displaystyle =$ $\displaystyle \left[n\, (n-1)\, \left(p\, e^t\right)^2
\, \left(e^t\, p+q\right)^{n-2}\right.$  
    $\displaystyle \left.\left. + n\, p\, e^t\,
\left(e^t\, p+q\right)^{n-1}\right]\right\vert _{t=0}$  
  $\displaystyle =$ $\displaystyle n\, (n-1)\, p^2+n\, p$  
Var$\displaystyle (X)$ $\displaystyle =$ $\displaystyle n\, p\, q \,.$  



Giulio D'Agostini 2001-04-02