11,563
Journals
82.4K
Articles
2.4M
Citations
69.4K
Authors

Most Cited Articles of Principal component analysis

TitleJournalYearCitations
Eigenfaces for recognitionJournal of Cognitive Neuroscience19918.4K
A circumplex model of affect.Journal of Personality and Social Psychology19807.2K
Eigenfaces vs. Fisherfaces: recognition using class specific linear projectionIEEE Transactions on Pattern Analysis and Machine Intelligence19977.1K
Principal components analysis corrects for stratification in genome-wide association studiesNature Genetics20067.1K
Development of a rating scale for primary depressive illnessThe British Journal of Social and Clinical Psychology19676.1K
Partial least-squares regression: a tutorialAnalytica Chimica Acta19864.9K
Nonlinear Component Analysis as a Kernel Eigenvalue ProblemNeural Computation19984.8K
Evaluating the use of exploratory factor analysis in psychological research.Psychological Methods19994.6K
Analysis of a complex of statistical variables into principal components.Journal of Educational Psychology19334.4K
Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritisArthritis and Rheumatism19954.1K
Collinearity: a review of methods to deal with it and a simulation study evaluating their performanceEcography20134.1K
Comprehensive Integration of Single-Cell DataCell20193.9K
A numerical approach to the testing of the fission hypothesisAstronomical Journal19773.7K
Missing data analysis: making it work in the real worldAnnual Review of Psychology20093.6K
Regulation of chromatin by histone modificationsCell Research20113.3K
Estimating wealth effects without expenditure data--or tears: an application to educational enrollments in states of IndiaDemography20013.3K
Ecologically meaningful transformations for ordination of species dataOecologia20013.2K
Microbial complexes in subgingival plaqueJournal of Clinical Periodontology19983.2K
PLS path modelingComputational Statistics and Data Analysis20053.1K
Population structure and eigenanalysisPLoS Genetics20063K
Dimensions of Brand PersonalityJournal of Marketing Research19972.8K
Some distance properties of latent root and vector methods used in multivariate analysisBiometrika19662.8K
Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's diseaseNature Genetics20132.7K
Discriminant analysis of principal components: a new method for the analysis of genetically structured populationsBMC Genetics20102.7K