Which of the above null hypotheses constitutes THE regression F-statistic in the context of (3.51)? Why is

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Which of the above null hypotheses constitutes ‘THE’ regression F-statistic in the context of (3.51)? Why is this null hypothesis always of interest whatever the regression relationship under study?

What exactly would constitute the alternative hypothesis in this case?

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