The Newton-Raphson method is an iterative numerical technique used to find approximate solutions to real-valued equations. It is particularly useful for optimizing functions in the context of maximum likelihood estimation, as it helps locate the maximum of the likelihood function by finding roots of its derivative, allowing statisticians to efficiently estimate parameters.
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