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I generally know the concept of degrees of freedom based on the commonly used explanation about how using the average of a sample reduces the the avaialble choices by 1. For example, I generally understand what is explained here.

What is not clear to me is how having more choices for a value or freedom helps in a statistical procedure, say, the hypothesis testing or the regression.

Thanks.

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# Question about Degrees of Freedom

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