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I'm new to ML and I'm reading up on density estimation with Gaussian Mixture Models. I read that the parameters of Gaussian mixture models cannot be estimated in closed form, but I'm not sure why. Why can't the parameters of Gaussian mixture models be estimated in closed form?

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