The likelihood function is a fundamental concept in statistical inference that measures the plausibility of a set of parameters given a set of observed data. It is defined as the probability of observing the data under various parameter values, essentially helping to identify which parameters make the observed outcomes most likely. This function plays a critical role in estimating parameters and in conducting hypothesis testing.
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