Question: What can we conclude when a linear regression has a does a significant result (F-stat) with a low R-square value? It tells us that the

What can we conclude when a linear regression has a does a significant result (F-stat) with a low R-square value?

It tells us that the results in the model cannot explain the relationship between the dependent and independent variables.

It tells us that the model can explain the relationship between the dependent and independent variables but that the researcher has a bias.

It tells us that the model can explain the relationship between the dependent and independent variables but that it explains a small percentage of the observations.

It tells us that the model can explain the relationship between the dependent and independent variables but that it explains a large percentage of the observations.

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