Ononot — In a simple linear regression, the value of the F-statistic

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Linear Modelingmedium

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In a simple linear regression, the value of the F-statistic for the test of the slope being zero is $F = 16$ . What is the correlation coefficient $r$ if the sample size $n$ is sufficiently large such that the model has only one predictor?