Constrained randomization and multivariate effect projections improve information extraction and biomarker pattern discovery in metabolomics studies involving dependent samples

The Good, the Bad, and the Different: A Primer on Aspects of Heterogeneity of Treatment Effects

(2016) Daniel C. Malone et al.   JOURNAL OF MANAGED CARE PHARMACY

Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS)

(2014) Beatriz Galindo-Prieto et al.   JOURNAL OF CHEMOMETRICS

Can we trust untargeted metabolomics? Results of the metabo-ring initiative, a large-scale, multi-instrument inter-laboratory study

(2014) Jean-Charles Martin et al.   Metabolomics

Chemometrics models for overcoming high between subject variability: applications in clinical metabolic profiling studies

(2013) Yun Xu et al.   Metabolomics

Optimizing the Use of Quality Control Samples for Signal Drift Correction in Large-Scale Urine Metabolic Profiling Studies

(2012) Muhammad Anas Kamleh et al.   ANALYTICAL CHEMISTRY

The importance of experimental design and QC samples in large-scale and MS-driven untargeted metabolomic studies of humans

(2012) Warwick B Dunn et al.   Bioanalysis

Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry

(2011) Warwick B Dunn et al.   Nature Protocols

Dynamic modelling of time series data in nutritional metabonomics — A powerful complement to randomized clinical trials in functional food studies

(2010) T. Lundstedt et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Metabolic Profiling and the Metabolome-Wide Association Study: Significance Level For Biomarker Identification

(2010) Marc Chadeau-Hyam et al.   JOURNAL OF PROTEOME RESEARCH

Discriminating Variable Test and Selectivity Ratio Plot: Quantitative Tools for Interpretation and Variable (Biomarker) Selection in Complex Spectral or Chromatographic Profiles

(2009) Tarja Rajalahti et al.   ANALYTICAL CHEMISTRY

Monitoring kidney-transplant patients using metabolomics and dynamic modeling

(2009) Hans Stenlund et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Analytical Error Reduction Using Single Point Calibration for Accurate and Precise Metabolomic Phenotyping

(2009) Frans M. van der Kloet et al.   JOURNAL OF PROTEOME RESEARCH

Multivariate paired data analysis: multilevel PLSDA versus OPLSDA

(2009) Johan A. Westerhuis et al.   Metabolomics

Multilevel Data Analysis of a Crossover Designed Human Nutritional Intervention Study

(2008) Ewoud J. J. van Velzen et al.   JOURNAL OF PROTEOME RESEARCH