Mag.Bmat.plot           Magnitude of the Partial Least Squares
                        Regression (PLSR) coefficients matrix
PCA.biplot              The Principal Component Analysis (PCA) biplot
PCA.biplot_no.SN        The Principal Component Analysis (PCA) biplot
                        with the labels of the samples points excluded
PLS.GLM                 Partial Least Squares-Generalized Linear Model
                        (PLS-GLM) algorithm
PLS.GLM.biplot          The Partial Least Squares (PLS) biplot for
                        Generalized Linear Model (GLM)
PLS.GLM.biplot_SIMPLS   The Partial Least Squares (PLS) biplot for
                        Generalized Linear Model (GLM) fitted using the
                        SIMPLS algorithm
PLS.GLM.biplot_SIMPLS_no.SN
                        The Partial Least Squares (PLS) biplot for
                        Generalized Linear Model (GLM) fitted using the
                        SIMPLS algorithm, with the labels of the sample
                        points excluded
PLS.GLM.biplot_bvec     A zoomed-in display of the coefficient points
                        in the Partial Least Squares (PLS) biplot for
                        Generalized Linear Model (GLM)
PLS.GLM.biplot_no.SN    The Partial Least Squares (PLS) biplot for
                        Generalized Linear Model (GLM) with the labels
                        of the sample points excluded
PLS.GLM.biplot_no_labels
                        The Partial Least Squares (PLS) biplot for
                        Generalized Linear Model (GLM), with the labels
                        of the samples, coefficient points and tick
                        markers excluded
PLS.GLM_SIMPLS          Partial Least Squares-Generalized Linear Model
                        (PLS-GLM) fitted using the SIMPLS algorithm
PLS.binomial.GLM        Partial Least Squares-Generalized Linear Model
                        (PLS-GLM) fitted for Binomial y
PLS.biplot              The Partial Least Squares (PLS) biplot
PLS.biplot.area         The Partial Least Squares (PLS) biplot with
                        triangles for estimating the Partial Least
                        Squares Regression (PLSR) coefficients
PLS.biplot_no.SN        The Partial Least Squares (PLS) biplot with no
                        sample points names
PLS.biplot_no_labels    The Partial Least Squares (PLS) biplot with the
                        labels of the samples, coefficient points and
                        tick markers excluded
SPLS.GLM                Sparse Partial Least Squares-Generalized Linear
                        Model (SPLS-GLM) algorithm
SPLS.GLM.biplot         The Partial Least Squares (PLS) biplot for
                        Sparse Partial Least Squares-Generalized Linear
                        Model (SPLS-GLM)
SPLS.GLM.biplot_bvec    A zoomed-in display of the coefficient points
                        in the Partial Least Squares (PLS) biplot for
                        Sparse Partial Least Squares-Generalized Linear
                        Model (SPLS-GLM)
SPLS.GLM.biplot_no.SN   The Partial Least Squares (PLS) biplot for
                        Sparse Partial Least Squares-Generalized Linear
                        Model (SPLS-GLM), with the labels of the sample
                        points excluded
SPLS.binomial.GLM       Sparse Partial Least Squares-Generalized Linear
                        Model (SPLS-GLM) algorithm for Binomial y
SPLS.biplot             The Partial Least Squares (PLS) biplot for
                        Sparse Partial Least Squares (SPLS)
SPLS.biplot_Bmat        A zoomed-in display of the coefficient points
                        in the Partial Least Squares (PLS) biplot for
                        Sparse Partial Least Squares (SPLS)
SPLS.biplot_no_ax.labels
                        The Partial Least Squares (PLS) biplot for
                        Sparse Partial Least Squares (SPLS), with the
                        labels of the tick markers excluded
SPLS.biplot_no_labels   The Partial Least Squares (PLS) biplot for
                        Sparse Partial Least Squares (SPLS), with the
                        labels of the samples, coefficient points and
                        tick markers excluded
cov.biplot              The covariance biplot
cov.monoplot            The covariance monoplot
mod.KernelPLS_L         The Kernel algorithm for few(er) variables but
                        large samples by Lindgren et al. (1993)
mod.KernelPLS_R         The Kernel algorithm for few(er) samples but
                        large variables by Rannar et al. (1994)
mod.MMLR                Multivariate Multiple Linear Regression (MMLR)
mod.NIPALS              The Nonlinear Iterative PArtial Least Squares
                        (NIPALS) algorithm
mod.PCA                 Principal Component Analysis (PCA)
mod.PCR                 Principal Component Regression (PCR)
mod.SIMPLS              The Statistical Inspired Modification to
                        Partial Least Squares (SIMPLS) algorithm
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 for the Sparse Partial Least
                        Squares (SPLS) and Sparse Partial Least
                        Squares-Generalized Linear Model (SPLS-GLM)
                        analyses
