Revisiting Guerry's data: introducing spatial constraints in multivariate analysis

DOI10.1214/10-AOAS356zbMath1234.62092arXiv1202.6485OpenAlexW3102969862WikidataQ59392467 ScholiaQ59392467MaRDI QIDQ765968

Thibaut Jombart, Stéphane Dray

Publication date: 22 March 2012

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1202.6485

zbMATH Keywords

autocorrelationduality diagramspatial weighting matrix

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Factor analysis and principal components; correspondence analysis (62H25) Applications of statistics to environmental and related topics (62P12) Graphical methods in statistics (62A09)

Related Items (1)

The duality diagram in data analysis: examples of modern applications

Uses Software

• ade4
• sedaR
• Guerry

Cites Work

• A.-M. Guerry's moral statistics of France: challenges for multivariable spatial analysis
• Influential observations, high leverage points, and outliers in linear regression
• Redundancy analysis: an alternative for canonical correlation analysis
• A spatial filtering specification for the auto-Poisson model.
• Numerical Ecology with R
• Multivariate data analysis: The French way
• The biplot graphic display of matrices with application to principal component analysis
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