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matrixpls (version 0.6.0)

optimCriterion: Optimization criteria functions

Description

Optimization criterion functions calculate various optimization criterion values from matrixpls objects.

Usage

optim.maximizeInnerR2(matrixpls.res)

optim.maximizeIndicatorR2(matrixpls.res)

optim.maximizeFullR2(matrixpls.res)

optim.gsca(matrixpls.res)

Arguments

matrixpls.res
An object of class matrixpls from which the criterion function is calculated

Value

  • Value of the optimization criterion.

Functions

  • optim.maximizeInnerR2: maximizes the sum of R2 statistics of theinnermatrix
  • optim.maximizeIndicatorR2: maximizes the sum of R2 statistics of thereflectivematrix.
  • optim.maximizeFullR2: maximizes the sum of R2 statistics of theinnerandreflectivematrices.
  • optim.gsca: minimies the generalized structured component analysis criterion. SeeGSCA

See Also

weight.optim