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Analysis NDDataset

Decomposition

EFA example

EFA example

EFA (Keller and Massart original example)

EFA (Keller and Massart original example)

FastICA example

FastICA example

IRIS: 2D-IRIS analysis (plugin)

IRIS: 2D-IRIS analysis (plugin)

MCR-ALS example (adapted from Jaumot et al. 2005)

MCR-ALS example (adapted from Jaumot et al. 2005)

MCR-ALS with kinetic constraints

MCR-ALS with kinetic constraints

NMF analysis example

NMF analysis example

PCA example (iris dataset)

PCA example (iris dataset)

PCA analysis example

PCA analysis example

SIMPLISMA example

SIMPLISMA example

Build synthetic concentration profiles

Build synthetic concentration profiles

Cross-decomposition

PLS regression example

PLS regression example

Curvefitting

Fitting 1D dataset

Fitting 1D dataset

Built-in line-shape helpers

Built-in line-shape helpers

Solve a linear equation using LSTSQ

Solve a linear equation using LSTSQ

Peak analysis

This section contains examples for peak detection and peak integration workflows.

Find peak maxima in an IR time series

Find peak maxima in an IR time series

Integrate a baseline-corrected IR band

Integrate a baseline-corrected IR band