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JMP 10 Modeling and Multivariate Methods by SAS Institute

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Chapter 17 
Correlations and Multivariate Techniques
Using the Multivariate Platform
The Multivariate platform specializes in exploring how many variables relate to each other. The default report shows the standard correlation table and a scatterplot matrix. Additional options and other techniques for looking at multiple variables are available, such as the following:
• a scatterplot matrix with normal density ellipses
• inverse, partial, and pairwise correlations
• a covariance matrix
• nonparametric measures of association
• simple statistics (such as mean and standard deviation)
• an outlier analysis that shows how far a row is from the center, respecting the correlation structure
• a principal components facility with several options for ...

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