PLSbiplot1: The Partial Least Squares (PLS) Biplot

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.

AuthorOpeoluwa F. Oyedele [aut, cre], Sugnet Gardner-Lubbe [aut]
Date of publication2014-11-06 01:34:43
MaintainerOpeoluwa F. Oyedele <OpeoluwaOyedele@gmail.com>
LicenseGPL-2
Version0.1
https://www.dropbox.com/sh/wr66u07t1vjm9da/AACg_E4h8MvgOHuCXk69yDIya

View on CRAN

Man pages

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...

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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