Data Mining Algorithms In R/Packages/perturb

Description

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“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

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