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Keyword

multivariate data

Description: Data containing measurements or observations on multiple variables, analyzed together using statistical methods to study relationships and patterns.
OpenAlex ID: keywords/multivariate-data
Some methods for classification and analysis of multivariate observations
1967 · James B. MacQueen · 23,719
Principal Component Analysis
2005 · Ian Jolliffe · Encyclopedia of Statistics in Behavioral Science · 14,308
Principal Component Analysis
1988 · Colin Goodall, I. T. Jolliffe · Technometrics · 8,673
ClustVis: a web tool for visualizing clustering of multivariate data using Principal Component Analysis and heatmap
2015 · Tauno Metsalu, Jaak Vilo · Nucleic Acids Research · 3,715
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A Use's Guide to Principal Components
1991 · J. Edward Jackson · Wiley series in probability and statistics · 2,519
Statistical Analysis of Correlated Data Using Generalized Estimating Equations: An Orientation
2003 · J. A. Hanley · American Journal of Epidemiology · 2,184
Unsupervised learning of finite mixture models
2002 · M.A.T. Figueiredo, A.K. Jain · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,127
Cluster analysis of multivariate data : efficiency versus interpretability of classifications
1965 · Edward W. Forgy · Biometrics · 2,100
Applied Multivariate Statistical Analysis
2007 · Wolfgang Härdle, Léopold Simar · Springer eBooks · 2,094
Statistical Strategies for Small Sample Research
1999 · Rick H. Hoyle · 1,883
Implementing a Class of Permutation Tests: The coin Package
2008 · Torsten Hothorn, Kurt Hornik, et al. · Journal of Statistical Software · 1,495
Network analysis of multivariate data in psychological science
2021 · Denny Borsboom, Marie K. Deserno, et al. · Nature Reviews Methods Primers · 1,358
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Multivariate Observations
1984 · G. A. F. Seber · Wiley series in probability and statistics · 1,358
Surrogate Time Series
1999 · Thomas Schreiber, Andreas Schmitz · 1,247
Principal Component Analysis
2014 · Ian Jolliffe · Wiley StatsRef: Statistics Reference Online · 1,221
Principal Component Analysis
2011 · Ian Jolliffe · International Encyclopedia of Statistical Science · 1,209
Principles of Multivariate Analysis, A User's Perspective.
1989 · K. Kocherlakota, S. Kocherlakota, et al. · Biometrics · 1,081
A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data
2016 · Markus Goldstein, Seiichi Uchida · PLoS ONE · 1,027
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Randomization, Bootstrap and Monte Carlo Methods in Biology
2007 · Andrew Robinson · Journal of the Royal Statistical Society Series A (Statistics in Society) · 1,014
Principal Component Analysis
2002 · Jolliffe, I T · Springer eBooks · 912
Principal Component Analysis
2003 · Technometrics · 908
General notions of statistical depth function
2000 · Robert Serfling, Yijun Zuo · The Annals of Statistics · 819
Outlier Detection Using Replicator Neural Networks
2002 · Simon Hawkins, Hongxing He, et al. · Lecture notes in computer science · 727
Bayesian Statistical Modelling
2002 · Peter Congdon · Measurement Science and Technology · 707
Outliers detection and treatment: a review.
2010 · Denis Cousineau, Sylvain Chartier · International journal of psychological research · 677
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Works count: 3,309
Citation count: 125,200
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