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Negative association.

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Q: If the regression line is y equals 4 minus 3x then do the variables have a positive association or negative Or both?
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When a pair of variables have a positive correlation will the slope in the regression equation always be positive?

Yes


What does the sign of the correlation coefficient tell you about the association?

Positive correlation = positive association Negative correlation = negative association


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An association is a relationship between two or more variables where they co-occur or change together. It measures the strength and direction of the relationship between variables, indicating how one variable is affected by changes in another. Associations can be positive, negative, or neutral.


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I believe you are asking how to identify a positive or negative correlation between two variables, for which you have data. I'll call these variables x and y. Of course, you can always calculate the correlation coefficient, but you can see the correlation from a graph. An x-y graph that shows a positive trend (slope positive) indicates a positive correlation. An x-y graph that shows a negative trend (slope negative) indicates a negative correlation.


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