NeuroscienceCommunications BiologyPeer-reviewed
On stability of Canonical Correlation Analysis and Partial Least Squares with application to brain-behavior associations
Markus Helmer, Shaun Warrington, Ali‐Reza Mohammadi‐Nejad…·John D. Murray
The paper evaluates the stability of CCA and PLS in high-dimensional datasets, finding instability in small samples and proposing a power calculator for reliable multivariate analysis.