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Johan Trygg
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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
23492002
Multi-and megavariate data analysis basic principles and applications
L Eriksson, T Byrne, E Johansson, J Trygg, C Vikström
Umetrics Academy, 2013
19862013
Chemometrics in metabonomics
J Trygg, E Holmes, T Lundstedt
Journal of proteome research 6 (2), 469-479, 2007
14532007
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
12932006
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
11872008
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
9322005
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
7882010
Some recent developments in PLS modeling
S Wold, J Trygg, A Berglund, H Antti
Chemometrics and intelligent laboratory systems 58 (2), 131-150, 2001
6662001
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
6652008
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
6322005
Chemometrics in metabolomics—a review in human disease diagnosis
R Madsen, T Lundstedt, J Trygg
Analytica chimica acta 659 (1-2), 23-33, 2010
6052010
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
5062005
Proposed minimum reporting standards for data analysis in metabolomics
R Goodacre, D Broadhurst, AK Smilde, BS Kristal, JD Baker, R Beger, ...
Metabolomics 3 (3), 231-241, 2007
4592007
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
4152005
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
3582003
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 (3), 419-429, 2004
3132004
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
2772002
PLS regression on wavelet compressed NIR spectra
J Trygg, S Wold
Chemometrics and Intelligent Laboratory Systems 42 (1-2), 209-220, 1998
2351998
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), 1-9, 2008
2182008
Data integration in plant biology: the O2PLS method for combined modeling of transcript and metabolite data
M Bylesjö, D Eriksson, M Kusano, T Moritz, J Trygg
The Plant Journal 52 (6), 1181-1191, 2007
2042007
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