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Python - Numerical Maximization

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  • Find mean(mu) and covariance matrix(sigma) using numerical maximization of the Gaussian likelihood.
  • Applying log likelihood function assuming a Student’s t distribution rather than a normal distribution.
    Perform a likelihood ratio test.

    Note: You can use the consolidated excel data file which is easier.