z is a continuous random variable and so in the e step we actually have to find the density qi of zi where it's the, sort of, e step actually requires that we find the posterior distribution that - so the density to the random variable zi and then the m step will then perform the following maximization where, again, because z is now continuous we now need to integrate over z. okay?