Software and Data Sets
Software
Find below various MATLAB routines
| Program | Description | Information |
|---|---|---|
| MLPCA | Maximum Likelihood Principal Component Analysis | MLPCA for four different cases (see MLPCA) |
| projpursuit | Projection Pursuit | Univariate/multivariate projection pursuit code (see Projection Pursuit) |
| wals | Multivariate curve resolution by weighted alternating least squares | MCR_WALS |
| NoiseGen | Multivariate noise simulation software | See NoiseGen |
| SPPA | Sparse Projection Pursuit | See Sparse Projection Pursuit |
Data sets
| Name | Keywords | Located at | Format |
|---|---|---|---|
| Wood | NIR spectra of wood, four classes, classification, replicates | Dalhousie University | Excel /Matlab |
| Salmon | 1D NMR spectra of salmon plasma, replicates, measurement error characterization | Dalhousie University | Matlab |
| Ink | Infrared (IR) spectra of eight brands of pen inks | Link to source | Matlab |
| Winegrape | Visible/near-infrared (Vis-NIR) spectra of wine-grapes | Link to source | Matlab |