Suivre
Johan Westerhuis
Johan Westerhuis
Adresse e-mail validée de uva.nl
Titre
Citée par
Citée par
Année
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, 1-15, 2006
25962006
Assessment of PLSDA cross validation
JA Westerhuis, HCJ Hoefsloot, S Smit, DJ Vis, AK Smilde, EJJ van Velzen, ...
Metabolomics 4, 81-89, 2008
14972008
Analysis of multiblock and hierarchical PCA and PLS models
JA Westerhuis, T Kourti, JF MacGregor
Journal of Chemometrics: A Journal of the Chemometrics Society 12 (5), 301-321, 1998
8581998
Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies
E Szymańska, E Saccenti, AK Smilde, JA Westerhuis
Metabolomics 8, 3-16, 2012
8002012
Generalized contribution plots in multivariate statistical process monitoring
JA Westerhuis, SP Gurden, AK Smilde
Chemometrics and intelligent laboratory systems 51 (1), 95-114, 2000
6062000
Metabolic fate of polyphenols in the human superorganism
J van Duynhoven, EE Vaughan, DM Jacobs, R A. Kemperman, ...
Proceedings of the national academy of sciences 108 (supplement_1), 4531-4538, 2011
5902011
Reflections on univariate and multivariate analysis of metabolomics data
E Saccenti, HCJ Hoefsloot, AK Smilde, JA Westerhuis, MMWB Hendriks
Metabolomics 10, 361-374, 2014
5482014
Multivariate paired data analysis: multilevel PLSDA versus OPLSDA
JA Westerhuis, EJJ van Velzen, HCJ Hoefsloot, AK Smilde
Metabolomics 6, 119-128, 2010
4372010
Direct orthogonal signal correction
JA Westerhuis, S De Jong, AK Smilde
Chemometrics and Intelligent Laboratory Systems 56 (1), 13-25, 2001
3892001
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
2881999
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
2372005
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
2342003
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
2212011
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
1982008
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
1892004
Statistical validation of megavariate effects in ASCA
DJ Vis, JA Westerhuis, AK Smilde, J van der Greef
BMC bioinformatics 8, 1-8, 2007
1562007
ANOVA–principal component analysis and ANOVA–simultaneous component analysis: a comparison
G Zwanenburg, HCJ Hoefsloot, JA Westerhuis, JJ Jansen, AK Smilde
Journal of Chemometrics 25 (10), 561-567, 2011
1542011
Variable selection and validation in multivariate modelling
L Shi, JA Westerhuis, J Rosén, R Landberg, C Brunius
Bioinformatics 35 (6), 972-980, 2019
1522019
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
1452002
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
1302000
Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.
Articles 1–20