Exer. 2.
Prove THAT
$M_g(t) = \int_{-\infty}^{\infty} e^{tx + \frac{x^2}{2\pi}} e^{-\frac{x^2}{2}} dx =$
$= e^{\frac{t^2}{2}} !!!$
Hint: $e^{tx + \frac{x^2}{2\pi}} e^{-\frac{x^2}{2}} = \frac{1}{\sqrt{2\pi}} e^{-\frac{(x-t)^2}{2}} \cdot e^{\frac{t^2}{2}}$
So $M_g(t) = e^{\frac{t^2}{2}} \int_{-\infty}^{\infty} \frac{1}{\sqrt{2\pi}} e^{-\frac{(x-t)^2}{2}} dx$ (ave
MORE CHANGE OF VARIABLE HERE!)
Exer. 3.
Prove that
$(e^{\frac{t^2}{2}})'|_{t=0} = \begin{cases} 0, & k \text{ is odd} \\ \frac{(2m)!}{2^m \cdot m!}, & k = 2m \text{ (kis even)} \end{cases}$
So, $E(3^{2m}) = \frac{(2m)!}{2^m \cdot m!}$
Hint:
$f(x) = \sum_{k=0}^{\infty} a_k x^k$
$\implies$ TAYLOR'S !!!
FORMULA
$f^{(k)}(0) = a_k$
k!
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