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Which of the following statements are true about correlation and simple regression? (Check all that apply.) 1 A simple regression with a continuous independent variable
- Which of the following statements are true about correlation and simple regression? (Check all that apply.)
1 | A simple regression with a continuous independent variable will produce a standardized regression coefficient that is equal to the Pearson's correlation coefficient for the relationship between the two continuous variables. | |
2 | The R2 value for a simple regression with a continuous independent variable will be equal to the r2 value produced when calculating the coefficient of determination from a correlation. | |
3 | A simple regression with a continuous independent variable will produce a unstandardized regression coefficient that is equal to the Pearson's correlation coefficient for the relationship between the two continuous variables. | |
4 | The p-value on the regression coefficient for a simple regression with a continuous independent variable will be equal to the p-value for the test of the Pearson's correlation coefficient for the relationship between the two continuous variables. |
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