Principal Component Analysis (PCA) biplots, Covariance monoplots and biplots, Partial Least Squares (PLS) biplots, Partial Least Squares for Generalized Linear Model (PLS-GLM) biplots, Sparse Partial Least Squares (SPLS) biplots and Sparse Partial Least Squares for Generalized Linear Model (SPLS-GLM) biplots.

Author | Opeoluwa F. Oyedele [aut, cre], Sugnet Gardner-Lubbe [aut] |

Date of publication | 2014-11-06 01:34:43 |

Maintainer | Opeoluwa F. Oyedele <OpeoluwaOyedele@gmail.com> |

License | GPL-2 |

Version | 0.1 |

https://www.dropbox.com/sh/wr66u07t1vjm9da/AACg_E4h8MvgOHuCXk69yDIya |

**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...

cov.biplot | Man page |

cov.monoplot | Man page |

Mag.Bmat.plot | Man page |

mod.KernelPLS_L | Man page |

mod.KernelPLS_R | Man page |

mod.MMLR | Man page |

mod.NIPALS | Man page |

mod.PCA | Man page |

mod.PCR | Man page |

mod.SIMPLS | Man page |

mod.SPLS | Man page |

mod.VIP | Man page |

opt.penalty.values | Man page |

PCA.biplot | Man page |

PCA.biplot_no.SN | Man page |

PLS.binomial.GLM | Man page |

PLS.biplot | Man page |

PLS.biplot.area | Man page |

PLS.biplot_no_labels | Man page |

PLS.biplot_no.SN | Man page |

PLS.GLM | Man page |

PLS.GLM.biplot | Man page |

PLS.GLM.biplot_bvec | Man page |

PLS.GLM.biplot_no_labels | Man page |

PLS.GLM.biplot_no.SN | Man page |

PLS.GLM.biplot_SIMPLS | Man page |

PLS.GLM.biplot_SIMPLS_no.SN | Man page |

PLS.GLM_SIMPLS | Man page |

SPLS.binomial.GLM | Man page |

SPLS.biplot | Man page |

SPLS.biplot_Bmat | Man page |

SPLS.biplot_no_ax.labels | Man page |

SPLS.biplot_no_labels | Man page |

SPLS.GLM | Man page |

SPLS.GLM.biplot | Man page |

SPLS.GLM.biplot_bvec | Man page |

SPLS.GLM.biplot_no.SN | Man page |

PLSbiplot1

PLSbiplot1/NAMESPACE

PLSbiplot1/R

PLSbiplot1/R/AllFunctions.R
PLSbiplot1/MD5

PLSbiplot1/DESCRIPTION

PLSbiplot1/man

PLSbiplot1/man/PCA.biplot_no.SN.Rd
PLSbiplot1/man/SPLS.GLM.biplot_no.SN.Rd
PLSbiplot1/man/mod.MMLR.Rd
PLSbiplot1/man/PLS.biplot_no_labels.Rd
PLSbiplot1/man/PLS.GLM.biplot_bvec.Rd
PLSbiplot1/man/SPLS.biplot_no_ax.labels.Rd
PLSbiplot1/man/PLS.binomial.GLM.Rd
PLSbiplot1/man/mod.NIPALS.Rd
PLSbiplot1/man/mod.PCR.Rd
PLSbiplot1/man/SPLS.biplot_no_labels.Rd
PLSbiplot1/man/PCA.biplot.Rd
PLSbiplot1/man/mod.KernelPLS_L.Rd
PLSbiplot1/man/SPLS.binomial.GLM.Rd
PLSbiplot1/man/PLS.biplot_no.SN.Rd
PLSbiplot1/man/mod.KernelPLS_R.Rd
PLSbiplot1/man/opt.penalty.values.Rd
PLSbiplot1/man/SPLS.GLM.biplot.Rd
PLSbiplot1/man/mod.SIMPLS.Rd
PLSbiplot1/man/PLS.GLM.biplot_no_labels.Rd
PLSbiplot1/man/mod.PCA.Rd
PLSbiplot1/man/SPLS.GLM.Rd
PLSbiplot1/man/PLS.GLM_SIMPLS.Rd
PLSbiplot1/man/SPLS.biplot_Bmat.Rd
PLSbiplot1/man/PLS.GLM.Rd
PLSbiplot1/man/PLS.biplot.Rd
PLSbiplot1/man/mod.VIP.Rd
PLSbiplot1/man/Mag.Bmat.plot.Rd
PLSbiplot1/man/SPLS.biplot.Rd
PLSbiplot1/man/mod.SPLS.Rd
PLSbiplot1/man/PLS.GLM.biplot_SIMPLS.Rd
PLSbiplot1/man/cov.biplot.Rd
PLSbiplot1/man/PLS.GLM.biplot_SIMPLS_no.SN.Rd
PLSbiplot1/man/PLS.GLM.biplot.Rd
PLSbiplot1/man/PLS.GLM.biplot_no.SN.Rd
PLSbiplot1/man/PLS.biplot.area.Rd
PLSbiplot1/man/SPLS.GLM.biplot_bvec.Rd
PLSbiplot1/man/cov.monoplot.Rd
Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

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All documentation is copyright its authors; we didn't write any of that.