What happens when p value for f test is lower than alpha i.e. what do you conclude?

When p value for f test is lower than alpha (which is usually .05 if nothing else is specified), then we reject H0. We conclude that:

We have the evidence that at least one of the [x variables] has a significant relationship with the [y variable].

Note: you need to replace the terms in the square parenthesis with the actual variable names, e.g., square feet and number of bedrooms for x variables and rent for y variable.

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