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Chapter 3 Solutions - Chegg

(d) If the data is Gaussian and the covariance matrix is diagonal with entries then the likelihood function becomes:. Next, with n i.i.d. data samples, the likelihood function is. which gives the following log-likelihood function:. The maximum likelihood mean and variance estimators are obtained by differentiating the log-likelihood ratio with respect to the means and variances, setting all ...

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