Phantom oscillations in principal component analysis
Shinn M. Phantom oscillations in principal component analysis. Proceedings Of The National Academy Of Sciences Of The United States Of America 2023, 120: e2311420120. PMID: 37988465, PMCID: PMC10691246, DOI: 10.1073/pnas.2311420120.Peer-Reviewed Original ResearchHigh-dimensional spaceHigh-dimensional data analysisDimensionality reduction methodsTraditional cross-validationLow-dimensional patternsProperties of dataPrincipal component analysisNeuroscience dataImpact data analysisComponent analysisMathematical proofsCross-validationOscillationsPhantomData analysis