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Johan Trygg
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Multi-and megavariate data analysis basic principles and applications
L Eriksson, T Byrne, E Johansson, J Trygg, C Vikström
Umetrics Academy, 2013
35962013
Orthogonal projections to latent structures (O‐PLS)
J Trygg, S Wold
Journal of Chemometrics: A Journal of the Chemometrics Society 16 (3), 119-128, 2002
26362002
Chemometrics in metabonomics
J Trygg, E Holmes, T Lundstedt
Journal of proteome research 6 (2), 469-479, 2007
15712007
OPLS discriminant analysis: combining the strengths of PLS‐DA and SIMCA classification
M Bylesjö, M Rantalainen, O Cloarec, JK Nicholson, E Holmes, J Trygg
Journal of Chemometrics: A Journal of the Chemometrics Society 20 (8‐10 …, 2006
15082006
Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class models
S Wiklund, E Johansson, L Sjöström, EJ Mellerowicz, U Edlund, ...
Analytical chemistry 80 (1), 115-122, 2008
13282008
Statistical total correlation spectroscopy: an exploratory approach for latent biomarker identification from metabolic 1H NMR data sets
O Cloarec, ME Dumas, A Craig, RH Barton, J Trygg, J Hudson, ...
Analytical chemistry 77 (5), 1282-1289, 2005
10152005
The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
Nature biotechnology 28 (8), 827-838, 2010
8512010
CV‐ANOVA for significance testing of PLS and OPLS® models
L Eriksson, J Trygg, S Wold
Journal of Chemometrics: A Journal of the Chemometrics Society 22 (11‐12 …, 2008
7462008
Some recent developments in PLS modeling
S Wold, J Trygg, A Berglund, H Antti
Chemometrics and intelligent laboratory systems 58 (2), 131-150, 2001
7372001
Chemometrics in metabolomics—a review in human disease diagnosis
R Madsen, T Lundstedt, J Trygg
Analytica chimica acta 659 (1-2), 23-33, 2010
6802010
Evaluation of the orthogonal projection on latent structure model limitations caused by chemical shift variability and improved visualization of biomarker changes in 1H NMR …
O Cloarec, ME Dumas, J Trygg, A Craig, RH Barton, JC Lindon, ...
Analytical chemistry 77 (2), 517-526, 2005
6582005
Extraction and GC/MS analysis of the human blood plasma metabolome
A Jiye, J Trygg, J Gullberg, AI Johansson, P Jonsson, H Antti, ...
Anal Chem 77 (24), 8086-8094, 2005
5472005
Proposed minimum reporting standards for data analysis in metabolomics
R Goodacre, D Broadhurst, AK Smilde, BS Kristal, JD Baker, R Beger, ...
Metabolomics 3, 231-241, 2007
5162007
High-throughput data analysis for detecting and identifying differences between samples in GC/MS-based metabolomic analyses
P Jonsson, AI Johansson, J Gullberg, J Trygg, B Grung, S Marklund, ...
Analytical chemistry 77 (17), 5635-5642, 2005
4342005
O2‐PLS, a two‐block (X–Y) latent variable regression (LVR) method with an integral OSC filter
J Trygg, S Wold
Journal of chemometrics 17 (1), 53-64, 2003
3802003
Using chemometrics for navigating in the large data sets of genomics, proteomics, and metabonomics (gpm)
L Eriksson, H Antti, J Gottfries, E Holmes, E Johansson, F Lindgren, I Long, ...
Analytical and bioanalytical chemistry 380, 419-429, 2004
3292004
O2‐PLS for qualitative and quantitative analysis in multivariate calibration
J Trygg
Journal of Chemometrics: A Journal of the Chemometrics Society 16 (6), 283-293, 2002
2992002
Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS)
B Galindo‐Prieto, L Eriksson, J Trygg
Journal of Chemometrics 28 (8), 623-632, 2014
2802014
PLS regression on wavelet compressed NIR spectra
J Trygg, S Wold
Chemometrics and Intelligent Laboratory Systems 42 (1-2), 209-220, 1998
2521998
LAMINA: a tool for rapid quantification of leaf size and shape parameters
M Bylesjö, V Segura, RY Soolanayakanahally, AM Rae, J Trygg, ...
BMC plant biology 8, 1-9, 2008
2482008
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Articles 1–20