Past exam of the options II course of the University of Oxford / 2009 / M / M4 / e / ii / Solution

For each fixed $\theta$, the Taylor expansion of the exponential yieldsThe limiting moment-generating function $e^{{\theta }^2/2}$ is that of the standard normal distribution and is finite around zero. The moment-generating function continuity theorem therefore gives