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Lieferstatus:	i.d.R. innert 5-10 Tagen versandfertig
Veröffentlichung:	Dezember 2007
Genre:	Schulbücher
	Analyse / Datenanalyse / Classification / clusteranalysis / clustering / Data Mining / dataanalysis / dataanalysissoftware / datamining / datavisualization / Datenanalyse / directmanipulation / Informationsvisualisierung / Mathematische und statistische Software / multivariatedata / Statistics / Statistik / visualdatamining / Wahrscheinlichkeitsrechnung und Statistik / Wissensbasierte Systeme, Expertensysteme mehr...
ISBN:	9780387717616
EAN-Code:	9780387717616
Verlag:	Springer
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D 14 mm
Gewicht:	362 gr
Seiten:	208
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

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, often 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 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.