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Explain dependent and independent variable

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The quality of wine is impacted by the wine's Density, Volatile Acidity (%), Residual Sugar (grams), and Alcohol (%). A sommelier is trying to estimate the quality of the wine based on these four variables. The sommelier has collected some data on 200 wines. The sommelier would like to build a multiple regression model to estimate the quality based on these four variables.

How do you use the value of Significance F in the multiple regression model. Choose all that apply.

-If the value of Significance F is greater than 0.05 - then you accept the alternative hypothesis

-If the value of Significance F is less than 0.05 - then you reject the alternative hypothesis

-If there is a statistical relationship between the dependent and an independent variable this means the true value of the slope is proved to be greater than 0

-If there is a statistical relationship between the dependent and an independent variable this means the true value of the intercept is proved to be greater than 0

-If the value of Significance F is greater than 0.05 - then you accept the null hypothesis

-If the value of Significance F is less than 0.05 - then you reject the null hypothesis

-If there is a statistical relationship between the dependent and an independent variable this means the true value of the slope is proved to be different than 0

-The result of the hypothesis test indicates whether that there is a statistical linear relationship between the dependent variable and at least one independent variable

Reference no: EM132855943

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