Topic 7: Linear regression: Theory and assumptions
Linear regression predicts a linear trend line for Y at each point of X. As you can see, the line does not touch most points. The regression equation estimates the . slope (steepness) that minimizes the squared sum of the differences between the observed values (the dots) and the predicted values (the line): ................
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