When we want study the relationship among variables or Multicollinearity , correlation analysis for all pairs of variables is useful/
Correlation analysis (CA) is often done as the first step to analyze the relationship among many factors.
Graphical modeling is the approach with View of Network .
Some people say the "Graphical Modeling" for the approach of using the partial correlation coefficient (pcc).
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