Title: Data analysis /
Authors: Govaert, Gérard.; Wiley InterScience (Online service)
Publisher: ISTE ; Wiley,
Year: 2009
Subjects: Mathematical statistics.
Abstract: The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data. The book concludes by examining the links existing between data mining and data analysis.
Contents: Principal component analysis : application to statistical process control / Gilbert Saporta, Ndèye Niang -- Correspondence analysis : extensions and applications to the statistical analysis of sensory data / Jérôme Pagès -- Exploratory projection pursuit / Henri Caussinus, Anne Ruiz-Gazen -- The analysis of proximity data / Gerard d'Aubigny -- Statistical modeling of functional data / Philippe Besse, Hervé Cardot -- Discriminant analysis / Gilles Celeux -- Cluster analysis / Mohamed Nadif, Gérard Govaert -- Clustering and the mixture model / Gérard Govaert -- Spatial data clustering / Christophe Ambroise, Mo Dang.