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What does regression through the origin mean?
Regression through the Origin means that you purposely drop the intercept from the model. When X=0, Y must = 0. The thing to be careful about in choosing any regression model is that it fit the data well.
The sign of a linear regression coefficient tells you whether there is a positive or negative correlation between each independent variable and the dependent variable.
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