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Work through the core calculations of What does a random sample tell us about a population? We derive the expectation and covariance of the sample mean, prove ... We derive the maximum likelihood estimates of a normal mean vector and covariance matrix, explaining each step of the proofs ... This video shows various ways to deal with Why do linear transformations preserve normality? When does zero covariance imply independence? We work through seven ...
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