Procrustes cross-validation of multivariate regression models

Autor: Sergey Kucheryavskiy, Oxana Rodionova, Alexey Pomerantsev

Publikováno v: Kucheryavskiy, S, Rodionova, O & Pomerantsev, A 2023, ' Procrustes cross-validation of multivariate regression models ', Analytica Chimica Acta, vol. 1255, 341096 . https://doi.org/10.1016/j.aca.2023.341096
Kucheryavskiy, S, Rodionova, O & Pomerantsev, A 2022, ' Procrustes cross-validation of multivariate regression models ', Chemometrics in Analytical Chemistry, Rome, Italy, 29/08/2022-02/09/2022 .
Aalborg University

A generalization of Procrustes Cross-Validation — recently introduced novel approach for validation of chemometric models — is proposed. The generalized approach is faster than its predecessor by several orders of magnitude and can be used for va

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::71539659122122c93ee8b709622fa609
https://vbn.aau.dk/ws/files/528975771/1_s2.0_S0003267023003173_main.pdf

Trends in Chemometrics: Food Authentication, Microbiology, and Effects of Processing

Autor: Daniel, Granato, Predrag, Putnik, Danijela Bursać, Kovačević, Jânio Sousa, Santos, Verônica, Calado, Ramon Silva, Rocha, Adriano Gomes Da, Cruz, Basil, Jarvis, Oxana Ye, Rodionova, Alexey, Pomerantsev

Publikováno v: Comprehensive reviews in food science and food safetyReferences. 17(3)

In the last decade, the use of multivariate statistical techniques developed for analytical chemistry has been adopted widely in food science and technology. Usually, chemometrics is applied when there is a large and complex dataset, in terms of samp

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid________::033b2510776e9ac73e30f2f77b05a5ac
https://pubmed.ncbi.nlm.nih.gov/33350122

Second Russian Winter School on Chemometrics (WSC-2), Feb. 28–March 06, Barnaul and Belokuriha, Altai, Russia.

Autor: Kim Esbensen, Oxana Rodionov, Alexey Pomerantsev, Oleg Startsev, Sergei Kucheryavski

Publikováno v: Journal of Chemometrics; Jul2003, Vol. 17 Issue 7, p422, 2p