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1) Please summarize from a conceptual perspective that ties t, f, and correlation/regression together.

1) Please summarize from a conceptual perspective that ties t, f, and correlation/regression together.

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Answer #1

Hi,

According to the question:

Correlation tells about the linear relationship between two variables while regression tells about the functional form of relationship between two variables in which one variable is a dependent variable while other variables are independent variables.

Consider a multiple linear regression model with 3 independent variables. Then, t test is used to test significance of individual regression of an independent variable while F test is used to test the significance of overall regression, considering all independent variables together.

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