Is core consistency a too conservative diagnostic?

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Standard

Is core consistency a too conservative diagnostic? / Halberg, Helene Fog Froriep; Bevilacqua, Marta; Rinnan, Åsmund.

I: Journal of Chemometrics, Bind 37, Nr. 5, e3483, 2023.

Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

Harvard

Halberg, HFF, Bevilacqua, M & Rinnan, Å 2023, 'Is core consistency a too conservative diagnostic?', Journal of Chemometrics, bind 37, nr. 5, e3483. https://doi.org/10.1002/cem.3483

APA

Halberg, H. F. F., Bevilacqua, M., & Rinnan, Å. (2023). Is core consistency a too conservative diagnostic? Journal of Chemometrics, 37(5), [e3483]. https://doi.org/10.1002/cem.3483

Vancouver

Halberg HFF, Bevilacqua M, Rinnan Å. Is core consistency a too conservative diagnostic? Journal of Chemometrics. 2023;37(5). e3483. https://doi.org/10.1002/cem.3483

Author

Halberg, Helene Fog Froriep ; Bevilacqua, Marta ; Rinnan, Åsmund. / Is core consistency a too conservative diagnostic?. I: Journal of Chemometrics. 2023 ; Bind 37, Nr. 5.

Bibtex

@article{6b10869a589b477e8814ee2b672fc4c6,

title = "Is core consistency a too conservative diagnostic?",

abstract = "Fluorescence spectroscopy combined with parallel factor analysis (PARAFAC) has successfully been applied for the analysis of food and beverages containing numerous autofluorescent compounds. For the decomposition of such data, it is crucial to establish the PARAFAC model complexity. This is not a trivial matter, especially when the sample complexity increases. Diagnostics are available for assisting the choice of the number of PARAFAC components, such as the core consistency. In this short communication, we show that when it comes to real (complex) data, the core consistency is too conservative and other diagnostic tools must be taken into account. We emphasize that it is imperative to inspect the PARAFAC excitation and emission loadings and assess whether these are chemically meaningful.",

keywords = "complex food sample analysis, core consistency, fluorescence spectroscopy, PARAFAC model complexity, parallel factor analysis (PARAFAC)",

author = "Halberg, {Helene Fog Froriep} and Marta Bevilacqua and {\AA}smund Rinnan",

note = "Publisher Copyright: {\textcopyright} 2023 The Authors. Journal of Chemometrics published by John Wiley & Sons Ltd.",

year = "2023",

doi = "10.1002/cem.3483",

language = "English",

volume = "37",

journal = "Journal of Chemometrics",

issn = "0886-9383",

publisher = "Wiley",

number = "5",