Johan Trygg

Analytical Chemistry · 2001–2015

A researcher in the Science corpus: 14 papers; trusts 9 researchers and is trusted by 44 researchers here, as inferred from the citation graph.

Subfields

• Analytical Chemistry — 29 citations into it; #31 of 1,254 by trust here, #37 by citations
• Statistics and Probability — 24 citations into it; #9,365 of 12,932 by trust here, #4,809 by citations
• Control and Systems Engineering — 11 citations into it
• Industrial and Manufacturing Engineering — 11 citations into it
• Food Science — 8 citations into it; #706 of 1,700 by trust here, #1,291 by citations
• Spectroscopy — 6 citations into it; #129 of 1,674 by trust here, #668 by citations
• Biophysics — 5 citations into it

Whom Johan Trygg trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Richard G. Brereton
2. Svante Wold
3. Tom Fearn
4. Ø. Langsrud
5. Agnar Höskuldsson
6. Héctor C. Goicoechea
7. Max Bylesjö
8. Johan A. Westerhuis

Who trusts Johan Trygg overall

1. Thomas Verron
2. Bradley Worley
3. Max Bylesjö
4. Lennart Eriksson
5. Yifeng Li
6. David J. Biagioni
7. Rolf Ergon
8. Satoru Tsuchikawa
9. Robert Sabatier
10. Johan A. Westerhuis

Papers from Johan Trygg's perspective

Ordered by how strongly the researchers Johan Trygg trusts endorse each paper. Same corpus, a different order for every researcher.

1. Orthogonal projections to latent structures (O‐PLS)
2. A Statistical View of Some Chemometrics Regression Tools
3. Multivariate Analysis of Quality. An Introduction
4. Orthogonal Tensor Decompositions (SIAM Journal on Matrix Analysis and Applications)
5. Ridge Regression: Biased Estimation for Nonorthogonal Problems
6. 50–50 multivariate analysis of variance for collinear responses
7. A comparison of methods for testing differences in predictive ability
8. Multivariate calibration. (Journal of Chromatography A)
9. Tumor classification by partial least squares using microarray gene expression data (Bioinform.)
10. Applied Multivariate Analysis (Technometrics)

Their papers

• Proposed minimum reporting standards for data analysis in metabolomics (2007) — 435 citations
• Orthogonal projections to latent structures (O‐PLS) (2002) — 2,361 citations
• Prediction and spectral profile estimation in multivariate calibration (2004) — 63 citations
• O2‐PLS, a two‐block (X–Y) latent variable regression (LVR) method with an integral OSC filter (2003) — 332 citations
• Statistical total correlation spectroscopy: an exploratory approach for latent biomarker identification from metabolic 1H NMR data sets. (2005) — 857 citations
• OPLS discriminant analysis: combining the strengths of PLS‐DA and SIMCA classification (2006) — 1,406 citations
• Chemometrics in metabonomics. (2007) — 1,223 citations
• Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class models. (2008) — 1,208 citations
• The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models (2010) — 549 citations
• Variable influence on projection (VIP) for OPLS models and its applicability in multivariate time series analysis (2015) — 100 citations
• A chemometrics toolbox based on projections and latent variables (2014) — 61 citations
• CV‐ANOVA for significance testing of PLS and OPLS® models (2008) — 725 citations
• O2‐PLS for qualitative and quantitative analysis in multivariate calibration (2002) — 241 citations
• Some recent developments in PLS modeling (2001) — 559 citations