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Regression Computer Print Out
What does all of this mean??
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Regression Print Out
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Interpretations
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R-squared An R-squared of ____% indicates that ____% of the variation in y-variable can be accounted for by the x-variable.
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Standard Deviation of your residuals
π π Standard Deviation of your residuals True y-variable varies from the predicted with a standard deviation of _____ units.
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πΊπ¬( π π ) Standard Error of the slope If we constructed other models based on different samples of __________, weβd expect the slopes of the regression lines to vary, with a standard deviation of about ________ per unit.
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Conclusion We are ____ % confident that each (increase in the x-variable) causes (the y-variable to increase/decrease) between ____ and _____ on the average.
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