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The F-ratio can be expressed as a function of the R^2 only under certain assumptions (e.g. linear regression model). There are econometric models where the R^2 is not meaningfully defined or the F-ratio cannot be expressed in terms of the R^2, but you can still carry out an F-test, .

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