Selection, Fusion, Smoothing and Principal Components Analysis for Ordinal Variables


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Documentation for package ‘ordPens’ version 1.1.0

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ordPens-package Selection and/or Smoothing and Principal Components Analysis for Ordinal Variables
ICFCoreSetCWP ICF core set for chronic widespread pain
ordAOV ANOVA for factors with ordered levels
ordCV Cross-validation for penalized regression with ordinal predictors.
ordFusion Fusion and selection of dummy coefficients of ordinal predictors
ordGene Testing for differentially expressed genes
ordPCA Penalized nonlinear PCA for ordinal variables
ordPens Selection and/or Smoothing and Principal Components Analysis for Ordinal Variables
ordSelect Selection and smoothing of dummy coefficients of ordinal predictors
ordSmooth Smoothing dummy coefficients of ordinal predictors
plot.ordPen Plot method for ordPen objects
predict.ordPen Predict method for ordPen objects
Stability.cumu Stability selection for ordinal-on-ordinal regression.