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Is the MLE of some parameter always unique?

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quant-research
data-analyst
Technical

When addressing whether the maximum likelihood estimate (MLE) of a parameter is always unique, you should start by discussing the concept of identifiability, and how the shape of the likelihood function influences the uniqueness of the MLE. Consider simple examples or distributions where you can illustrate both unique and non-unique cases.

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