Joint and Individual Regression

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Documentation for package ‘JICO’ version 0.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

C2beta	Compute the coefficients from the continuum regression (CR) algorithm
continuum	The continuum regression (CR) algorithm
continuum.multigroup.iter	The Joint and Individual Component Regression (JICO) algorithm
createFolds	Utility function to create folds for stratified samples
cv.continnum.iter	Fit JICO with cross-validation to tune hyperparameters
DIAG	Generate diagonal matrix
initialize.UDVZ	Helper function to compute the SVD results
parameter.set.G_2	Generate parameter sets (G=2)
parameter.set.G_3	Generate parameter sets (G=3)
parameter.set.rankA_eq	Generate parameter sets (equal individual ranks)
SOLVE	Helper function to compute the inverse of input X matrix