Partial Least Squares (PLS) methods for neuroimaging: A tutorial and review

2010/07/24 by Anjali Krishnan, Lynne J. Williams, Anthony R. McIntosh +2 · 6 citations
Chemistry · Medicine · Neuroscience · #Functional Brain Connectivity Studies #Optical Imaging and Spectroscopy Techniques #Spectroscopy and Chemometric Analyses

paper · doi:10.1016/j.neuroimage.2010.07.034

openalex publication_date 2010/07/24 · crossref created 2010/07/24 · crossref issued 2011/05/01 · crossref published 2011/05/01 · crossref published-print 2011/05/01 · crossref deposited 2025/02/23 · openalex created_date 2025/10/10 · crossref indexed 2026/08/04 · openalex updated_date 2026/08/04

Citations

• Encyclopedia of Research Design
• “Mini-mental state”
• SIMPLS: An alternative approach to partial least squares regression
• PLS-regression: a basic tool of chemometrics
• Redundancy Analysis an Alternative for Canonical Correlation Analysis

Cited by

• Partial Least Squares Methods: Partial Least Squares Correlation and Partial Least Square Regression
• Overcoming the problem of multicollinearity in sports performance data: A novel application of partial least squares correlation analysis
• Internal Jugular Vein Cross-Sectional Area and Cerebrospinal Fluid Pulsatility in the Aqueduct of Sylvius: A Comparative Study between Healthy Subjects and Multiple Sclerosis Patients
• Adaptive Locality Preserving Regression
• Neuroimaging of individual differences: A latent variable modeling perspective
• Partial least squares regression [wikipedia]