The f-distribution is a continuous probability distribution that arises frequently in the context of variance analysis, particularly in hypothesis testing. It is characterized by its two degrees of freedom, which are associated with the variances of two different groups being compared. This distribution is crucial for conducting likelihood ratio tests as it helps determine if the observed variances significantly differ from one another, providing a basis for making statistical inferences.
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