The _______ for an f-statistic gives the exact level of significance for the regression equation as a whole.

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12-09-2022
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The _______ for an f-statistic gives the exact level of significance for the regression equation as a whole.

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tripatsingh039 tripatsingh039 · Answer 1 · 2022-09-14T18:33:40+02:00

MS regression divided by MS residual is the formula for calculating the F-statistic. In this instance, the MS regression/MS residual is equal to 273.2665/53.68151, or 5.090515. Since our regression model better fits the data than the intercept-only model, the p-value is less than the significance criterion.

Regression's F-statistic of Overall Significance measures if your linear regression model fits a dataset more closely than a model with no predictor variables.

The following two hypotheses are included in the F-statistic of Global Significance:

Null hypothesis (H0): The intercept-only model, also known as a model without predictor variables, fits the data as well as your regression F-statistic model.

The intercept-only model does not adequately match the data, as an alternative hypothesis (HA) states.

When you apply a regression model to a dataset, you will get a regression table as an output that contains the F-statistic and the related p-value.

Learn more about F-statistic here

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