Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation

Extraction of climatic signals from fossil organic compounds in marine sediments up to 11.7Ma old (IODP-U1318)

(2015) Mireia Farrés et al.   ANALYTICA CHIMICA ACTA

Determinants of New Product Launch Success in the Pharmaceutical Industry

(2015) Minna Matikainen et al.   Journal of Pharmaceutical Innovation

Interpretation of variable importance in Partial Least Squares with Significance Multivariate Correlation (sMC)

(2014) Thanh N. Tran et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

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

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

Identification of discriminatory variables in proteomics data analysis by clustering of variables

(2013) Sadegh Karimi et al.   ANALYTICA CHIMICA ACTA

Identification of Metabolic Pathways in Daphnia magna Explaining Hormetic Effects of Selective Serotonin Reuptake Inhibitors and 4-Nonylphenol Using Transcriptomic and Phenotypic Responses

(2013) Bruno Campos et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Predictive-property-ranked variable reduction in partial least squares modelling with final complexity adapted models: Comparison of properties for ranking

(2012) Jan P.M. Andries et al.   ANALYTICA CHIMICA ACTA

Objective chemical fingerprinting of oil spills by partial least-squares discriminant analysis

(2012) M. P. Gómez-Carracedo et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

A review of variable selection methods in Partial Least Squares Regression

(2012) Tahir Mehmood et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Classification of oat and groat kernels using NIR hyperspectral imaging

(2012) Silvia Serranti et al.   TALANTA

Influence of minerals on the taste of bottled and tap water: A chemometric approach

(2012) Stefan Platikanov et al.   WATER RESEARCH

Chromatographic profiling and multivariate analysis for screening and quantifying the contributions from individual components to the bioactive signature in natural products

(2011) Olav M. Kvalheim et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Variable selection in regression-a tutorial

(2010) C. M. Andersen et al.   JOURNAL OF CHEMOMETRICS

A Multivariate Approach To Reveal Biomarker Signatures for Disease Classification: Application to Mass Spectral Profiles of Cerebrospinal Fluid from Patients with Multiple Sclerosis

(2010) Tarja Rajalahti 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

Biomarker discovery in mass spectral profiles by means of selectivity ratio plot

(2008) Tarja Rajalahti et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS