Data Mining Algorithms In R/Packages/perturb

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Description[edit | edit source]

“perturb” evaluates collinearity by adding random noise to selected variables. “colldiag” calculates condition numbers and variance decomposition proportions to test for collinearity and uncover its sources.

General API[edit | edit source]

  1. colldiag
  2. consumption
  3. perturb
  4. reclassify