Which of the above null hypotheses constitutes THE regression F-statistic in the context of equation (4.54)? Why

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Which of the above null hypotheses constitutes ‘THE’ regression F-statistic in the context of equation (4.54)? 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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