Matt Mitchell

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The oval shape in each scatterplot is the corresponding bivariate normal density ellipse of the two variables. If the two variables are bivariate normally distributed, then about 95% of the points would be within the ellipse. If the ellipse is rather wide (round) and does not follow either of the diagonals, then the two variables do not have a strong correlation.
Fundamentals of Predictive Analytics with JMP
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