Multivariate Analysis Publications

Publications in Multivariate Analysis

Explore the most influential research papers and scholarly works that have shaped Multivariate Analysis. Use the concept filter below to focus on a specific sub-area of research.

Multivariate Analysis

15.8K

Publications

1.9M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Multivariate Data Analysis. H. Herne, William W. Cooley, Paul R. Lohnes Journal of the Royal Statistical Society Series A (General) Parallel AnalysisUnivariate AnalysisMultivariate Data AnalysisEngineeringData Science	1973	35.8K
The central role of the propensity score in observational studies for causal effects Paul R. Rosenbaum, Donald B. Rubin Biometrika Behavioral Decision MakingTreatment EffectConditional ProbabilityCausal EffectsSocial Influence	1983	30.1K
Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach Elizabeth R. DeLong, David M. DeLong, Daniel L. Clarke‐Pearson Biometrics EngineeringNew TestsGeneralizability TheoryStatistical FoundationDiagnosis	1988	21.5K
Hierarchical Linear Models: Applications and Data Analysis Methods. Nicholas T. Longford, Anthony S. Bryk, Stephen W. Raudenbush Contemporary Sociology A Journal of Reviews Multivariate AnalysisStatisticsHierarchical Linear ModelsRegression Analysis	1993	18.9K
PAST: PALEONTOLOGICAL STATISTICAL SOFTWARE PACKAGE FOR EDUCATION AND DATA ANALYSIS Øyvind Hammer, David A. T. Harper, Paul D. Ryan Palaeontologia Electronica Multivariate StatisticsPaleoenvironmental ReconstructionPalaeo-environmental ReconstructionBiogeographyBioarchaeology	2001	18K
Significance tests and goodness of fit in the analysis of covariance structures. Peter M. Bentler, Douglas G. Bonett Psychological Bulletin Factor ModelsGeneralizability TheoryEducationPsychometricsNull Model	1980	18K
Multivariate Data Analysis Xianggui Qu Technometrics Univariate AnalysisMultivariate Data AnalysisEngineeringData ScienceBusiness	2007	14.8K
Hierarchical Linear Models: Applications and Data Analysis Methods Marie Davidian Journal of the American Statistical Association Hierarchical Linear ModelsBehavioral SciencesAmerican Statistical AssociationStatistical ModelingSimultaneous Equation Modeling	2003	13.9K
A new method for non‐parametric multivariate analysis of variance Marti J. Anderson Austral Ecology BiodiversityAbstract Hypothesis‐testing MethodsEngineeringEvolutionary BiologyPermutation Tests	2001	13.2K
<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i> Stef van Buuren, Karin Groothuis‐Oudshoorn Journal of Statistical Software R PackageEngineeringLatent ModelingData SciencePassive Imputation	2011	12.8K
Applied Multivariate Statistical Analysis. Andrea Johnson, Dean W. Wichern Biometrics EngineeringMultidimensional AnalysisBiostatisticsStatistical InferenceRegression Model	1988	11.4K
Fit indices in covariance structure modeling: Sensitivity to underparameterized model misspecification. Li‐tze Hu, Peter M. Bentler Psychological Methods EngineeringEducationCovariance Structure ModelingBiostatisticsSensitivity Analysis	1998	11.2K

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