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dependency on Z and thus to compute P(X|θ) we must marginalize out Z and maximize the following: Equation 2. The log-likelihood. This quantity is more difficult to maximize because we have to marginalize or sum over the latent variable Z for all n data points. Computing Q(θ,θ*) Instead of