Interactive and Dynamic Graphics for Data Analysis

Name: Interactive and Dynamic Graphics for Data Analysis
Brand: Springer-Verlag New York Inc.
SKU: 9780387717616
Price: 271.68 RON
Availability: InStock

With R and GGobi

Autor: Dianne Cook, Deborah F. Swayne

Limbă:

Legare: Carte broșată

Editura: Springer-Verlag New York Inc.

Disponibilitate: În depozitul extern

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This richly illustrated book describes the use of interactive and dynamic graphics as part of multid...

Informații despre carte

Autor

Dianne Cook, Deborah F. Swayne

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2007

Pagini

188

EAN

9780387717616

ISBN

0387717617

Enbook ID

01382495

Editura

Springer-Verlag New York Inc.

Greutate

366

Dimensiuni

155 x 235 x 15

Descriere completă

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 printed book is augmented by a wealth of material on the web, encouraging readers follow the examples themselves. The web site has all the data and code necessary to reproduce the analyses in the book, along with movies demonstrating the examples. §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.§The authors are both Fellows of the American Statistical Association, past chairs of the Section on Statistical Graphics, and co-authors of the GGobi software. Dianne Cook is Professor of Statistics at Iowa State University. Deborah Swayne is a member of the Statistics Research Department at AT&T Labs.

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Interactive and Dynamic Graphics for Data Analysis

With R and GGobi

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Descriere completă

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