# Data-Driven Sparse Partial Least Squares Robust to Missing Samples for Mono and Multi-Block Data Sets

## Documentation for package ‘ddsPLS’ version 1.1.4

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

liverToxicity | Data set of Liver Toxicity Data, from _mixOmics_
mddsPLS | Multi-Data-Driven sparse PLS function.
MddsPLS_core | The core function of the Multi-Data-Driven sparse PLS function.
penicilliumYES | Data set of three species of Penicillium fungi, from _sparseLDA_
perf_mddsPLS | Function to compute cross-validation performances.
plot.mddsPLS | Function to plot *mddsPLS*
plot.perf_mddsPLS | Function to plot cross-validation performance results.
predict.mddsPLS | The predict method associated to the *mddsPLS* class.
summary.mddsPLS | The summary method of the *mddsPLS* function.
summary.perf_mddsPLS | The summary method of the *perf_mddsPLS* function.