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...

Functions

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

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

Please suggest features or report bugs with the GitHub issue tracker.

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