R: Joint and Individual Regression

# Joint and Individual Regression

## Documentation for package ‘JICO’ version 0.0

- DESCRIPTION file.

## 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