Maximizing the COX likelihood function

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What are the best optimization methods to find the parameter values that maximize the likelihood function of COX specifically ? The likelihood function of COX is:

The likelihood function of COX

How can we judge if a certain optimization method is the most adequate in this specific case?

I tried the Newton-Raphson Method. Im looking for the most adequate method to do MLE for the COX Likelihood function.

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