In EM algorithm we introduce a latent variables, say $z_i$, $i=1,...n$, $n$ is the number of the mixture component. These variables ($z_i$) are assumed to be independent and identically distributed from multinomial distribution. My question is: from what are these variable independent?
$z_i$ assumed to be independent from each other. Is that correct?