Penalized Orthogonal-Components Regression

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Documentation for package ‘POCRE’ version 0.6.0

• DESCRIPTION file.

Help Pages

cvpocre	Use k-Fold Cross-Validation to Choose the Tuning Parameter for POCRE
gps	Screen Variables for Generalized Linear Models via Generalized POCRE
plot.pocre	Visualization of a 'pocre' Object
plot.pocrepath	Visulaization of a POCRE Path
pocre	Penalized Orthogonal-Components Regression (POCRE)
pocrepath	Build a POCRE Path for Different Values of Tuning Parameters
pocrescreen	Screen Variables Using Penalized Orthogonal-Components Regression (POCRE)
selectmodel	Select the Optimal Model
sim5ydata	A Set of Simulated Data with Multiple Response Variables
simbin	A Set of Simulated Binomial Data.
simdata	A Set of Simulated Data with Single Gaussian Response Variable
simpoi	A Set of Simulated Poisson Data.
sipocre	Penalized Orthogonal-Components Regression (POCRE) with Significance Inference