ИСТИНА

The seminar covers the following topics: - Theoretical basis for the use of canonical tensor decomposition (PARAFAC) in excitation-emission fluorescence spectroscopy - Deviations of excitation-emission data from the assumptions of PARAFAC and how to counter them with pre-processing: inner filter effects and the scattering signal - PARAFAC uniqueness and validation of the model: split-half analysis and jack-knifing - Performing the PARAFAC analysis of the data using the 'albatross' package in the R programming language Recommended prerequisites: experience in the R programming language or related environments Software: - the R programming language <https://r-project.org> - the "albatross" package <https://CRAN.R-project.org/package=albatross> - RStudio <https://www.rstudio.com/> or another graphical interface is not required but may be convenient Please find details and updates at https://files.libs.chem.msu.ru/~ivan/WSC-13/