PARAFAC Analysis of Fluorescence Excitation-Emission Matrices

Perform parallel factor analysis (PARAFAC: Hitchcock, 1927) on fluorescence excitation-emission matrices: handle scattering signal and inner filter effect, scale the dataset, fit the model; perform split-half validation or jack-knifing. Modified approaches such as Whittaker interpolation, randomised split-half, and fluorescence and scattering model estimation are also available. The package has a low dependency footprint and has been tested on a wide range of R versions.


Reference manual

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install.packages("albatross")

0.3-9 by Ivan Krylov, a year ago


Browse source code at https://github.com/cran/albatross


Authors: Ivan Krylov [aut, cre] , Timur Labutin [ths] , Anastasia Drozdova [rev] (ORCID:


Documentation:   PDF Manual  


GPL (>= 3) license


Imports multiway, CMLS, pracma, lattice, parallel, Matrix

Enhances eemR, EEM


See at CRAN