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EH1
EH1
Level III

R2 on Multivariate Scatterplot matrix

Created: Jul 5, 2022 11:53 AM  |  Last Modified: Jun 8, 2023 5:51 PM (3013 views)

Hi,

 

Is there a way to show R2 (instead of R) on the Multivariate Scatterplot matrix?

 

Thank you!

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1 ACCEPTED SOLUTION

Accepted Solutions
Mark_Bailey
Staff Mark_Bailey
Staff
Solution

Re: R2 on Multivariate Scatterplot matrix

Jul 5, 2022 12:41 PM (3005 views)  |  Posted in reply to message from EH1 07-05-2022

The scatter plot matrix contains all possible two-variable combinations of continuous variables. The r statistic measures the linear correlation between two such variables. R square is the coefficient of determination. It is a statistic about the proportion of the variation in the response that is related with changes in the factor levels through the model. So R square is not relevant to the pair-wise correlations.

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3 REPLIES 3
Mark_Bailey
Staff Mark_Bailey
Staff
Solution

Re: R2 on Multivariate Scatterplot matrix

Jul 5, 2022 12:41 PM (3006 views)  |  Posted in reply to message from EH1 07-05-2022

The scatter plot matrix contains all possible two-variable combinations of continuous variables. The r statistic measures the linear correlation between two such variables. R square is the coefficient of determination. It is a statistic about the proportion of the variation in the response that is related with changes in the factor levels through the model. So R square is not relevant to the pair-wise correlations.

EH1
EH1
Level III

Re: R2 on Multivariate Scatterplot matrix

Jul 5, 2022 03:53 PM (2988 views)  |  Posted in reply to message from Mark_Bailey 07-05-2022

Very helpful! Thank you, Mark!

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statman
Super User statman
Super User

Re: R2 on Multivariate Scatterplot matrix

Jul 5, 2022 03:19 PM (2991 views)  |  Posted in reply to message from EH1 07-05-2022

Mark already gave you the answer.  To get estimates of R-squares consider fit model platform.

"All models are wrong, some are useful" G.E.P. Box

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