Journal of Multivariate Analysis

Journal of Multivariate Analysis





Editor-in-Chief::C. Genest





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Aims & Scope

Founded in 1971, the Journal of Multivariate Analysis (JMVA) is the central venue for the publication of new, relevant methodology and particularly innovative applications pertaining to the analysis and interpretation of multidimensional data.

The journal welcomes contributions to all aspects of multivariate data analysis and modeling, including cluster analysis, discriminant analysis, factor analysis, and multidimensional continuous or discrete distribution theory. Topics of current interest include, but are not limited to, inferential aspects of

  • Copula modeling
  • Functional data analysis
  • Graphical modeling
  • High-dimensional data analysis
  • Image analysis
  • Multivariate extreme-value theory
  • Sparse modeling
  • Spatial statistics

Papers making substantial contributions to regression, survival analysis or time series analysis for multidimensional response variables are also invited. Submissions dealing with univariate models are deemed to fall outside the journal's remit, even when other predictors are involved.

JMVA is particularly interested in papers motivated by, and fit for, contemporary multivariate data analytic challenges. Methods should be validated through standard mathematical arguments that may be complemented with asymptotic arguments or computer-based experiments. Illustrations with relevant, original data are strongly encouraged when presented with clear contextual justification and explanation.

Papers whose main contribution is to substantive areas (e.g., actuarial science, biostatistics, economics, finance or hydrology) typically fall outside the journal's scope and will only be considered for publication if the statistical methodology used is both novel and broadly applicable.


Mathematical statisticians, probabilists, and social scientists

Abstracting and Indexing

Current Contents, ERIC, Ei Compendex, Gale Database of Publications & Broadcast Media, INSPEC, MathSci, Pascal, SCISEARCH, Science Citation Index, Scopus, Social SciSearch, UnCover
Editor-in-Chief: J. de Leeuw University of California at Los Angeles (UCLA), Los Angeles, CA, USA, Editors: P. Burman University of California at Davis, Davis, CA, USA, C. Croux Hogenheuvel College, Leuven, Belgium, D.M. Dabrowska University of California at Los Angeles (UCLA), Los Angeles, CA, USA, F. Ferraty Université Paul Sabatier (Toulouse), Toulouse Cedex, France, D. Fourdrinier Université de Rouen, Saint-Étienne-du-Rouvray, France, R. Furrer Universität Zürich, Zürich, Switzerland, C. Genest McGill University, Montreal, QC, Canada, M.G. Genton Texas A&M University, College Station, TX, USA, A. Hassairi University of Sfax, Sfax, Tunisia, J. Jiang University of California at Davis, Davis, CA, USA, J. Jin Carnegie Mellon University, Pittsburgh, PA, USA, Y. Kano Osaka University, Osaka, Japan, P. Kim University of Guelph, Guelph, ON, Canada, B. Klar Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany, D. Marinucci Università di Roma "Tor Vergata", Roma, Italy, H. Massam York University, North York, ON, Canada, G. Peccati Université du Luxembourg, Luxembourg, Luxembourg, S. Pergamenchtchikov Université de Rouen, Saint-Étienne-du-Rouvray, France, W. Polonik University of California at Davis, Davis, CA, USA, J. Polzehl Weierstrass Institute for Applied Analysis and Stochastics (WIAS), Berlin, Germany, L. Salmaso Università degli Studi di Padova, Vicenza, Italy, Shalabh Indian Institute of Technology, Kanpur, India, Y. Takane McGill University, Montreal, QC, Canada, A. Takemura University of Tokyo, Bunkyo-Ku, Japan, M. Uchida Osaka University, Toyonaka, Japan, D. von Rosen Uppsala Universitet, Uppsala, Sweden, M. Wegkamp Cornell University, Ithaca, NY, USA, M.T. Wells Cornell University, Ithaca, NY, USA, K-H. Yuan University of Notre Dame, Notre Dame, IN, USA, K. Zografos University of Ioannina, Ioannina, Greece, Advisory Board: T.W. Anderson Stanford University, Stanford, CA, USA, H. Chernoff Harvard University, Cambridge, MA, USA, D.R. Cox University of Oxford, Oxford, UK, D.A.S. Fraser University of Toronto, Toronto, ON, Canada, C.R. Rao Pennsylvania State University, State College, PA, USA, Founded and Edited by: P.R. Krishnaiah , Chief Editors: C.R. Rao , B.C. Arnold
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