Hybrid Penalized Partial Least Squares for Mixed Data

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Documentation for package ‘FSHybridPLS’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

create_idx_kfold	Generate K-Fold Cross-Validation Indices
cv_fit_hybridPLS	Cross-Validated Hybrid Penalized PLS
fit.hybridPLS	Fit Hybrid Penalized PLS
fit_hybridPLS	Fit Hybrid Penalized PLS
inprod.predictor_hybrid	Algebraic Inner Product for Hybrid Objects
inprod_pen.predictor_hybrid	Penalized Inner Product for Hybrid Objects
inprod_pen_predictor_hybrid	Penalized Inner Product for Hybrid Objects
inprod_predictor_hybrid	Algebraic Inner Product for Hybrid Objects
load_and_preprocess_kidney_data	Load and Preprocess Kidney Data for FSHybridPLS
predict.hybridPLS	Predict from a Hybrid PLS Model
predictor_hybrid	Create a predictor_hybrid object
print.hybridPLS	Fit Hybrid Penalized PLS
simulate_hybrid_data	Simulate Hybrid Functional-Scalar Regression Data
split_all	Split Hybrid Predictor and Response Data
split_and_normalize.all	Split and Preprocess Hybrid Data
split_and_normalize_all	Split and Preprocess Hybrid Data