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abline - Draws a line on the current axes with a given slope and intercept. [demo]
alignmat - Alignment of matrices and N-way arrays. [demo]
als - Alternating Least Squares computational engine. [demo]
analysis - Graphical user interface for data analysis.
anova1w - One-way analysis of variance. [demo]
anova2w - Two-way analysis of variance. [demo]
areadr - Reads ascii data and strips header. [demo]
auto - Autoscales matrix to mean zero unit variance. [demo]
autocor - Auto-correlation function for time series data. [demo]
baseline - Subtracts a polynomial baseline offset from spectra. [demo]
baselinew - Baseline using windowed polynomial filter. [demo]
besttime - Returns a string describing the time interval provided (in seconds).
browse - PLS_Toolbox Toolbar and Workspace browser.
calibsel - Statistical procedure for variable selection. [demo]
cellne - Compares two cells for inequality in size and/or values.
chilimit - Chi-squared confidence limits from sum-of-squares residuals. [demo]
choosencomp - GUI to select number of components from SSQ table.
class2logical - Create a PLSDA logical block from class assignments.
cluster - KNN and K-means cluster analysis with dendrograms. [demo]
coadd - Reduce resolution through combination of adjacent variables or samples. [demo]
coda_dw - Calculates values for the Durbin_Watson criterion of columns of data set. [demo]
coda_dw_interactive - Is an interactive version of CODA_DW.
comparelcms_sim_interactive - Interactive interface for COMPARELCMS.
comparelcms_simengine - Calculational Engine for comparelcms. [demo]
compressmodel - Remove references to unused variables from a model. [demo]
contrastmod - Increase contrast in IMGPCA model.
copydsfields - Copies informational fields between datasets and/or models.
corcondia - Evaluates consistency of PARAFAC model. [demo]
coreanal - Analysis of the core array of a Tucker model. [demo]
corecalc - Calculate the Tucker3 core given the data array and loadings. . [demo]
corrmap - Correlation map with variable grouping. [demo]
cr - Continuum Regression for multivariate y. [demo]
crcvrnd - Cross-validation for continuum regression. [demo]
crosscor - Cross-correlation function for time series data. [demo]
crossval - Cross-validation for decomposition and linear regression. [demo]
datahat - Calculates the model estimate and residuals of the data. [demo]
datasetdemo - Demonstrates use of the dataset object.
delsamps - Deletes samples (rows) or variables (columns) from data matrices. [demo]
demos - Demo list for the PLS_Toolbox.
deresolv - Changes high resolution spectra to low resolution. [demo]
discrimprob - Discriminate probabilities for continuous predicted values. [demo]
distslct - Selects samples on outside of data space. [demo]
doptimal - Selects samples based on D-Optimal criteria. [demo]
dp - Draws a diagonal line on an existing figure. [demo]
durbin_watson - Criterion for measure of continuity. [demo]
editds - Editor for DataSet Objects.
ellps - Plots an ellipse on an existing figure. [demo]
encode - Translates a variable into matlab-executable code. [demo]
erdlgpls - Error dialog.
evolvfa - Evolving factor analysis (forward and reverse). [demo]
evridebug - Checks the PLS_Toolbox installation for problems.
evriinstall - Install Eigenvector Research Product.
evrirelease - Returns Eigenvector product release number.
evriuninstall - Uninstall an Eigenvector Research toolbox.
evriupdate - Check Eigenvector.com for available PLS_Toolbox updates.
ewfa - Evaolving window factor analysis. [demo]
explode - Extracts variables from a structure array to the workspace. [demo]
factdes - Full factorial design of experiments. [demo]
fastnnls - Fast non-negative least squares. [demo]
ffacdes1 - Fractional factorial design of experiments. [demo]
figmerit - Analytical figures of merit for multivariate calibration. [demo]
findindx - Finds the index of the array element closest to value r. [demo]
fir2ss - Transform FIR model into equivalent state space model. [demo]
frpcr - Full-ratio PCR calibration and prediction. [demo]
frpcrengine - Engine for full-ratio PCR regression. [demo]
ftest - F test and inverse F test statistic. [demo]
fullsearch - Exhaustive Search Algorithm for small problems. [demo]
gaselctr - Genetic algorithm for variable selection with PLS. [demo]
gcluster - GUI function for use with CLUSTER.
genalg - Genetic Algorithm for Variable Selection.
genalgplot - Plot GA results using selected variable plot, color-coded by RMSECV. [demo]
getdatasource - Extract summary dataset info.
getplspref - Get overriding options (preferences) for PLS_Toolbox functions. .
glsw - Generalized least-squares weighting/preprocessing. [demo]
gram - Generalized rank annihilation method. . [demo]
gscale - Group/block scaling for a single or multiple blocks. [demo]
gscaler - Applies group/block scaling to submatrices of a single matrix. [demo]
gselect - Selects objects in a figure (various selection styles). [demo]
helppls - Context related help on the PLS_Toolbox.
hline - Adds horizontal lines to figure at specified locations. [demo]
imgpca - Principal Components Analysis of Multivariate Images.
imgselct - Select an area on an image and return the pixel indices.
imgsimca - SIMCA Classification for Multivariate Images.
infobox - Display a string in an information box.
isimcapr - Applies IMGSIMCA models to new images.
jmlimit - Confidence limits for Q residuals via Jackson-Mudholkar. [demo]
lamsel - Determines indices of wavelength axes in specified ranges. [demo]
lddlgpls - Dialog to load variable from workspace or MAT file.
leverag - Calculate sample leverages. [demo]
linmodeldemo - Demo of the CROSSVAL, MODLRDER, PCR, PLS, PREPROCESS and SSQTABLE functions.
logdecay - Mean centers and variance scales a matrix using the log decay of the variable axis.
lsq2top - Fits a polynomial to the top/(bottom) of data. [demo]
lwrpred - Predictions based on locally weighted regression models. [demo]
lwrxy - Predictions based on lwr models with y-distance weighting. [demo]
mcr - Multivariate curve resolution with constraints.
mdcheck - Missing Data Checker and infiller. [demo]
medcn - Median center scales matrix to median zero.
mlpca - Maximum likelihood principal components analysis. [demo]
mncn - Scale matrix to mean zero. [demo]
modelstruct - Constructs an empty model structure.
modelviewer - Visualization tool for multi-way models. [demo]
modlpred - Predictions using standard model structures. [demo]
modlrder - Displays model info for standard model structures. [demo]
moveobj - Interactively reposition graphics objects.
mpca - Multi-way (unfold) principal components analysis. [demo]
mplot - Automatic creation of subplots and plotting.
mscorr - Multiplicative scatter/signal correction (MSC). [demo]
nassign - Generic subscript assignment indexing for n-way arrays.
ncrossval - Cross-validation for multilinear PLS (N-PLS). [demo]
nindex - Generic subscript indexing for n-way arrays.
nippls - NIPALS Partial Least Squares computational engine. [demo]
normaliz - Normalize rows of matrix. [demo]
npls - Multilinear-PLS (N-PLS) for true multi-way regression. [demo]
npreprocess - Preprocessing of multi-way arrays. [demo]
oscapp - Applies OSC model to new data. [demo]
osccalc - Calculates orthogonal signal correction (OSC). [demo]
outerm - Computes outer product of any number of vectors. [demo]
parafac - Parallel factor analysis for n-way arrays. [demo]
parafac2 - Parallel factor analysis for unevenly sized n-way arrays. [demo]
pca - Principal components analysis. [demo]
pcaengine - Principal Components Analysis computational engine. [demo]
pcapro - Projects new data on old principal components model. [demo]
pcolormap - Pseudocolor plot with labels and colorbar. [demo]
pcr - Principal components regression for multivariate Y. [demo]
pcrengine - Principal Component Regression computational engine. [demo]
percentile - Finds percentile point (similar to MEDIAN). [demo]
ploteigen - Builds dataset object of eigenvalues/RMSECV information. [demo]
plotgui - Interactive data viewer.
plotloads - Extract and display loadings information from a model structure. [demo]
plotscores - Extract and display score information from a model. [demo]
pls - Partial least squares regression for multivariate Y. [demo]
plsda - Partial least squares discriminant analysis. [demo]
plsdaroc - Calculate and display ROC curves for PLSDA model.
plsdthres - Bayesian threshold determination for PLS Discriminate Analysis. [demo]
plslogo - Generates PLS_Toolbox CR surface logo.
plsnipal - NIPALS algorithm for one PLS latent variable. [demo]
plspulsm - Identifies FIR dynamics models for MISO systems. [demo]
plsrsgcv - Generate PLS models for MSPC with cross-validation. [demo]
plsrsgn - Generates a matrix of PLS models for MSPC. [demo]
plttern - Plots a 2D ternary diagram. [demo]
pltternf - Plots a 3D ternary diagram with frequency of occurrence. [demo]
polyinterp - Polynomial interpolation, smoothing, and differentiation. [demo]
polypls - PLS regression with polynomial inner-relation. [demo]
preprocess - Selection and application of standard preprocessing structures. [demo]
preprouser - User-defined preprocessing methods.
projdemo - Demo of the MLR, PCR, and PLS regression vectors.
purity - a self-modeling mixture analysis method based on purity of variables or spectra. [demo]
purityengine - calculates purity values of columns of data set. [demo]
readme - Release notes for Version 3.5 of PLS_Toolbox.
regcon - Converts regression model to y = ax + b form. [demo]
registerspec - Shift spectra based on expected peak locations.
replace - Replaces variables based on PCA or PLS models. [demo]
rescale - Scales data back to original scaling. [demo]
residuallimit - Esimates confidence limits for sum squared residuals. [demo]
reversebytes - Flips order of bytes in a word.
ridge - Ridge regression by Hoerl-Kennard-Baldwin. [demo]
ridgecv - Ridge regression by cross validation. [demo]
rinverse - Calculate pseudo inverse for PLS, PCR and RR models. [demo]
rmse - Calculate Root Mean Square Error. [demo]
rwb - Red white and blue color map. [demo]
savgol - Savitsky-Golay smoothing and differentiation. [demo]
savgolcv - Cross-validation for Savitsky-Golay smoothing and differentiation. [demo]
scale - Scales data using specified means and std. devs. [demo]
setpath - Modifies and saves current directory to the MATLAB search path.
setplspref - Set overriding options (preferences) for PLS_Toolbox functions. .
shuffle - Randomly re-orders matrix and multiple blocks rows. [demo]
simca - Soft Independent Method of Class Analogy. [demo]
simpls - Partial Least Squares computational engine using SIMPLS algorithm. [demo]
snv - Standard normal variate scaling. [demo]
spcreadr - Reads a Galactic SPC file. [demo]
specedit - GUI for selecting spectral regions on a plot.
ssqtable - Displays variance captured table for model. [demo]
statdemo - Elementary stats, t test, F test and AVOVA.
stddemo - Demo of the STDSSLCT, STDGEN, and OSCCALC functions.
stdfir - Standardization based on FIR modelling. [demo]
stdgen - Piecewise and direct standardization transform generator. [demo]
stdize - Applys transfrom from STDGEN to new spectra. [demo]
stdsslct - Selects data subsets (often for use in standardization). [demo]
string_x - Add backslash before troublesome TeX characters.
super_reduce - Eliminates highly correlated variables. [demo]
svdlgpls - Dialog to save variable to workspace or MAT file.
tld - Trilinear decomposition. [demo]
tsqlim - Confidence limits for Hotelling's T^2. [demo]
tsqmtx - Calculates matrix for T^2 contributions for PCA. [demo]
ttestp - Evaluates t-distribution and its inverse. [demo]
tucker - Analysis for n-way arrays. [demo]
unfoldm - Rearranges (unfolds) an augmented matrix to row vectors. [demo]
unfoldmw - Unfolds multiway arrays along specified order. [demo]
updatemod - Update model structure to be PLS_Toolbox 3.0 compatible.
varcap - Variance captured for each variable in PCA model. [demo]
varimax - Orthogonal rotation of loadings. [demo]
vline - Adds vertical lines to figure at specified locations. [demo]
wlsbaseline - Weighted least squares baseline function.
wrtpulse - Create input/output matrices for dynamic model identification. [demo]
wtfa - Window target factor analysis. [demo]
xclgetdata - Extracts matrix from an Excel spreadsheet. [demo]
xclputdata - Write matrix to an Excel spreadsheet. [demo]
xclreadr - Reads ASCII or .XLS files from MS Excel and other spreadsheets. [demo]
xlsreadr - Reads .XLS files from MS Excel and other spreadsheets.
yscale - Rescales the y-axis limits on each subplot in a figure.
zline - Adds vertical lines to 3D figure at specified locations. [demo]
