E[\exp(\xi X)|\mathcal{G}]&=&\sum_{j=0}^{\infty}\frac{\xi^j}{j!}E[X^j|\mathcal{G}]\\
&=&\sum_{j=0}^{\infty}\frac{\xi^j}{j!}E[X^j]\quad ({\rm independent})\\
&=&1+\sum_{j=1}^{\infty}\frac{\xi^{2j}}{(2j)!}\frac{(2j)!}{2^jj!}t^{j}\\
&=&1+\sum_{j=1}^{\infty}\frac{1}{j!}\bigg(\frac{\xi^2 t}{2}\bigg)^j\\
&=&\exp\bigg(\frac{1}{2}\xi^2t\bigg)
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  1. http://formula.s21g.com/?E[%5Cexp(%5Cxi%20X)%7C%5Cmathcal...
  2. https://mkprob.hatenablog.com/
  3. http://formula.s21g.com/
  4. https://mkprob.hatenablog.com/entry/20120714/1342251852
  5. http://mkprob.hatenablog.com/entries/2012/07/14