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JMP 12 Multivariate Methods by SAS Institute

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Chapter 3 
Correlations and Multivariate Techniques
Explore the Multidimensional Behavior of Variables
Use the Multivariate platform to explore how many variables relate to each other. The word multivariate simply means involving many variables instead of one (univariate) or two (bivariate). From the Multivariate report, you can:
summarize the strength of the linear relationships between each pair of response variables using the Correlations table
identify dependencies, outliers, and clusters using the Scatterplot Matrix
use other techniques to examine multiple variables, such as partial, inverse, and pairwise correlations, covariance matrices, principal components, and more
Figure 3.1 Example of a Multivariate Report

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