Johan Westerhuis
Johan Westerhuis
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Centering, scaling, and transformations: improving the biological information content of metabolomics data
RA van den Berg, HCJ Hoefsloot, JA Westerhuis, AK Smilde, ...
BMC genomics 7 (1), 1-15, 2006
Assessment of PLSDA cross validation
JA Westerhuis, HCJ Hoefsloot, S Smit, DJ Vis, AK Smilde, EJJ van Velzen, ...
Metabolomics 4 (1), 81-89, 2008
Analysis of multiblock and hierarchical PCA and PLS models
JA Westerhuis, T Kourti, JF MacGregor
Journal of chemometrics 12 (5), 301-321, 1998
Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies
E Szymańska, E Saccenti, AK Smilde, JA Westerhuis
Metabolomics 8 (1), 3-16, 2012
Generalized contribution plots in multivariate statistical process monitoring
JA Westerhuis, SP Gurden, AK Smilde
Chemometrics and intelligent laboratory systems 51 (1), 95-114, 2000
Metabolic fate of polyphenols in the human superorganism
J van Duynhoven, EE Vaughan, DM Jacobs, RA Kemperman, ...
Proceedings of the national academy of sciences 108 (Supplement 1), 4531-4538, 2011
Direct orthogonal signal correction
JA Westerhuis, S De Jong, AK Smilde
Chemometrics and Intelligent Laboratory Systems 56 (1), 13-25, 2001
Reflections on univariate and multivariate analysis of metabolomics data
E Saccenti, HCJ Hoefsloot, AK Smilde, JA Westerhuis, MMWB Hendriks
Metabolomics 10 (3), 361-374, 2014
Multivariate paired data analysis: multilevel PLSDA versus OPLSDA
JA Westerhuis, EJJ van Velzen, HCJ Hoefsloot, AK Smilde
Metabolomics 6 (1), 119-128, 2010
Comparing alternative approaches for multivariate statistical analysis of batch process data
JA Westerhuis, T Kourti, JF MacGregor
Journal of Chemometrics: A Journal of the Chemometrics Society 13 (3‐4), 397-413, 1999
A framework for sequential multiblock component methods
AK Smilde, JA Westerhuis, S de Jong
Journal of Chemometrics: A Journal of the Chemometrics Society 17 (6), 323-337, 2003
ASCA: analysis of multivariate data obtained from an experimental design
JJ Jansen, HCJ Hoefsloot, J van der Greef, ME Timmerman, ...
Journal of Chemometrics: A Journal of the Chemometrics Society 19 (9), 469-481, 2005
Data-processing strategies for metabolomics studies
MMWB Hendriks, FA van Eeuwijk, RH Jellema, JA Westerhuis, ...
TrAC Trends in Analytical Chemistry 30 (10), 1685-1698, 2011
Multilevel data analysis of a crossover designed human nutritional intervention study
EJJ van Velzen, JA Westerhuis, JPM van Duynhoven, FA van Dorsten, ...
Journal of proteome research 7 (10), 4483-4491, 2008
New background correction method for liquid chromatography with diode array detection, infrared spectroscopic detection and Raman spectroscopic detection
HFM Boelens, RJ Dijkstra, PHC Eilers, F Fitzpatrick, JA Westerhuis
Journal of chromatography A 1057 (1-2), 21-30, 2004
Critical evaluation of approaches for on-line batch process monitoring
ENM van Sprang, HJ Ramaker, JA Westerhuis, SP Gurden, AK Smilde
Chemical Engineering Science 57 (18), 3979-3991, 2002
Statistical validation of megavariate effects in ASCA
DJ Vis, JA Westerhuis, AK Smilde, J van der Greef
BMC bioinformatics 8 (1), 1-8, 2007
Multivariate modelling of the pharmaceutical two‐step process of wet granulation and tableting with multiblock partial least squares
JA Westerhuis, PMJ Coenegracht
Journal of Chemometrics: A Journal of the Chemometrics Society 11 (5), 379-392, 1997
Multiway multiblock component and covariates regression models
AK Smilde, JA Westerhuis, R Boque
Journal of Chemometrics: A Journal of the Chemometrics Society 14 (3), 301-331, 2000
Dynamic metabolomic data analysis: a tutorial review
AK Smilde, JA Westerhuis, HCJ Hoefsloot, S Bijlsma, CM Rubingh, DJ Vis, ...
Metabolomics 6 (1), 3-17, 2010
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