The Partial Least Squares (PLS) Biplot

cov.biplot | The covariance biplot |

cov.monoplot | The covariance monoplot |

Mag.Bmat.plot | Magnitude of the Partial Least Squares Regression (PLSR)... |

mod.KernelPLS_L | The Kernel algorithm for few(er) variables but large samples... |

mod.KernelPLS_R | The Kernel algorithm for few(er) samples but large variables... |

mod.MMLR | Multivariate Multiple Linear Regression (MMLR) |

mod.NIPALS | The Nonlinear Iterative PArtial Least Squares (NIPALS)... |

mod.PCA | Principal Component Analysis (PCA) |

mod.PCR | Principal Component Regression (PCR) |

mod.SIMPLS | The Statistical Inspired Modification to Partial Least... |

mod.SPLS | Sparse Partial Least Squares (SPLS) algorithm |

mod.VIP | The Variable Importance in the Projection (VIP) values |

opt.penalty.values | Choosing a value for penalty parameters lambdaX and lambdaY... |

PCA.biplot | The Principal Component Analysis (PCA) biplot |

PCA.biplot_no.SN | The Principal Component Analysis (PCA) biplot with the labels... |

PLS.binomial.GLM | Partial Least Squares-Generalized Linear Model (PLS-GLM)... |

PLS.biplot | The Partial Least Squares (PLS) biplot |

PLS.biplot.area | The Partial Least Squares (PLS) biplot with triangles for... |

PLS.biplot_no_labels | The Partial Least Squares (PLS) biplot with the labels of the... |

PLS.biplot_no.SN | The Partial Least Squares (PLS) biplot with no sample points... |

PLS.GLM | Partial Least Squares-Generalized Linear Model (PLS-GLM)... |

PLS.GLM.biplot | The Partial Least Squares (PLS) biplot for Generalized Linear... |

PLS.GLM.biplot_bvec | A zoomed-in display of the coefficient points in the Partial... |

PLS.GLM.biplot_no_labels | The Partial Least Squares (PLS) biplot for Generalized Linear... |

PLS.GLM.biplot_no.SN | The Partial Least Squares (PLS) biplot for Generalized Linear... |

PLS.GLM.biplot_SIMPLS | The Partial Least Squares (PLS) biplot for Generalized Linear... |

PLS.GLM.biplot_SIMPLS_no.SN | The Partial Least Squares (PLS) biplot for Generalized Linear... |

PLS.GLM_SIMPLS | Partial Least Squares-Generalized Linear Model (PLS-GLM)... |

SPLS.binomial.GLM | Sparse Partial Least Squares-Generalized Linear Model... |

SPLS.biplot | The Partial Least Squares (PLS) biplot for Sparse Partial... |

SPLS.biplot_Bmat | A zoomed-in display of the coefficient points in the Partial... |

SPLS.biplot_no_ax.labels | The Partial Least Squares (PLS) biplot for Sparse Partial... |

SPLS.biplot_no_labels | The Partial Least Squares (PLS) biplot for Sparse Partial... |

SPLS.GLM | Sparse Partial Least Squares-Generalized Linear Model... |

SPLS.GLM.biplot | The Partial Least Squares (PLS) biplot for Sparse Partial... |

SPLS.GLM.biplot_bvec | A zoomed-in display of the coefficient points in the Partial... |

SPLS.GLM.biplot_no.SN | The Partial Least Squares (PLS) biplot for Sparse Partial... |

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