For estimating parameters of mixture densities, EM (Expected maximization) algorithm is used frequently. EM algorithm helps to get ride of dealing with complex likelihood function. What will be happen if I use ML algorithm for estimating parameters of mixture densities? Does this work affect on the result and cause inaccurate estimation?