Software and Data Sets

Software

Find below various MATLAB routines

ProgramDescriptionInformation
MLPCA Maximum Likelihood Principal Component Analysis MLPCA for four different cases (see MLPCA)
projpursuitProjection Pursuit Univariate/multivariate projection pursuit code (see Projection Pursuit)
walsMultivariate curve resolution by weighted alternating least squares MCR_WALS
NoiseGenMultivariate noise simulation software See NoiseGen
SPPASparse Projection Pursuit See Sparse Projection Pursuit

Data sets

NameKeywordsLocated atFormat
Wood NIR spectra of wood, four classes, classification, replicates Dalhousie University Excel /Matlab
Salmon 1D NMR spectra of salmon plasma, replicates, measurement error characterizationDalhousie University Matlab