Variable Selection in Partial Least Squares

bve_pls | Backward variable elimination PLS (BVE-PLS) |

filterPLSR | Optimisation of filters for Partial Least Squares |

ga_pls | Genetic algorithm combined with PLS regression (GA-PLS) |

ipw_pls | Iterative predictor weighting PLS (IPW-PLS) |

lda_from_pls | LDA/QDA classification from PLS model |

lda_from_pls_cv | Cross-validated LDA/QDA classification from PLS model |

mcuve_pls | Uninformative variable elimination in PLS (UVE-PLS) |

mvrV | Multivariate regression function |

myImagePlot | Matrix plotting |

plsVarSel | Variable selection in Partial Least Squares |

rep_pls | Regularized elimination procedure in PLS |

setDA | Set chosen Discriminant Analysis |

shaving | Repeated shaving of variables |

simulate_classes | Simulate classes |

spa_pls | Sub-window permutation analysis coupled with PLS (SwPA-PLS) |

stpls | Soft-Threshold PLS (ST-PLS) |

summary.mvrV | Summary method for stpls and trunc |

truncation | Trunction PLS |

VIP | Filter methods for variable selection with Partial Least... |

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.