Interactive and dynamic graphics for data analysis. With R and GGobi.

Autor/inn/en	Cook, Dianne; Swayne, Deborah F.; Buja, Andreas; Lang, Duncan Temple; Hofmann, Heike; Wickham, Hadley; Lawrence, Michael
Titel	Interactive and dynamic graphics for data analysis. With R and GGobi.
Quelle	New York, NY: Springer (2007), XVII, 188 S. PDF als Volltext Link als defekt meldenVerfügbarkeit
Reihe	Use R!
Beigaben	grafische Darstellungen; Literatur- und URL-Angaben S. [177]-184
Zusatzinformation	Inhaltsverzeichnis
Sprache	englisch
Dokumenttyp	online; gedruckt; Monographie
ISBN	0-387-71761-7; 978-0-387-71761-6
DOI	10.1007/978-0-387-71762-3
Schlagwörter	Clusteranalyse; Methode; Multivariate Analyse; Lehrbuch; Datenanalyse; Visualisieren; Statistik; Grafische Darstellung; Klassifikation
Abstract	This richly illustrated book describes the use of interactive and dynamic graphics as part of multidimensional data analysis. Chapters include clustering, supervised classification, and working with missing values. A variety of plots and interaction methods are used in each analysis, after starting with brushing linked low-dimensional views and working up to manual manipulation of tours of several variables. The role of graphical methods is shown at each step of the analysis, not only in the early exploratory phase, but in the later stages, too, when comparing and evaluating models. All examples are based on freely available software: GGobi for interactive graphics and R for static graphics, modeling, and programming. The printed book is augmented by a wealth of material on the web, encouraging readers to follow the examples themselves. ... The book may be used as a text in a class on statistical graphics or exploratory data analysis, for example, or as a guide for the independent learner. Each chapter ends with a set of exercises. (DIPF/Orig.).
Erfasst von	DIPF \| Leibniz-Institut für Bildungsforschung und Bildungsinformation, Frankfurt am Main
Update	2011/4