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Multivariate vs. Graph builder
Hi,
When I try to find correlation between Age and Height by using multivariate analysis R2=0.9807
When I apply the same thing by using Graph Builder R2=0.962
What is the reason of this change. This difference will be increase based on results.
Could someone help on this?
You can also see jmp file on enclosed.
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Re: Multivariate vs. Graph builder
I verified the Pearson linear correlation coefficient = 0.9807 from Multivariate with Bivariate and by hand. I do not know how the estimate provided by Graph Builder is calculated. You might send this example to JMP Technical Support (support@jmp.com) for investigation. Please report here what you learn.
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Re: Multivariate vs. Graph builder
I think you are confusing the Pearson correlation coefficient (r) with the Coefficient of Determination (RSquare).
From Fit Y by X, Multivariate, AND Graph Builder, I get the same value for r, which is -0.981. I have included the Graph Builder report that shows this in the upper-left of the graph.
If I fit a linear regression line to the data I get an RSquare of 0.962 from both Graph Builder and Fit Y by X.
Graph Builder report for RSquare.