The book "Biplots in Practice" by Michael Greenacre, published in 2010 by the BBVA Foundation in Madrid, is available for free download at the website:
http://www.multivariatestatistics.org
The book treats biplots in the context of regression, generalized linear models, multidimensional scaling, principal components, correspondence analysis, multiple correspondence analysis, log-ratio analysis, discriminant analysis and constrained methods such as canonical correspondence analysis.
The computational appendix describes the R code to construct the various biplots and the supporting website also contains the many data sets used in the book as well as the R scripts. Summaries of the book chapters and its complete searchable glossary of terms are also available at this website, in both English and Spanish.
The free dissemination of all this material is thanks to the open distribution policy of the BBVA Foundation for all its publications, as a service to the research community. A paper copy, printed in colour, is also available at cost price -- see
http://www.fbbva.es/TLFU/tlfu/ing/publicaciones/libros/fichalibro/index.jsp?codigo=571
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