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Interactive and Dynamic Graphics for Data Analysis

Interactive and Dynamic Graphics for Data Analysis

With R and GGobi

by Dianne Cook and Deborah F. Swayne
Paperback
Publication Date: 12/12/2007

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This richly illustrated book describes the use of interactive and dynamic graphics as part of multidimensional data analysis. Chapter topics 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 book is augmented by a wealth of online material.
ISBN:
9780387717616
9780387717616
Category:
Data analysis: general
Format:
Paperback
Publication Date:
12-12-2007
Language:
English
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
188
Dimensions (mm):
235x155x11mm
Weight:
0.36kg
Dianne Cook

Dianne Cook and Ursula Laa have jointly published numerous papers on methodology for high-dimensional data visualisation in the past decade. This book is a result of these collaborations. Dianne Cook has been researching methods for data visualisation, particularly for exploratory data analysis, and data mining, for more than 30 years.

She is a Distinguished Professor of Statistics at Monash University, Fellow of the American Statistical Association, past editor of the Journal of Computational and Graphical Statistics, and the R Journal, Board Member of the R Foundation, and elected member of the International Statistical Institute, and author of numerous R packages. Ursula Laa is an Assistant Professor at the Institute of Statistics of the University of Natural Resources and Life Sciences in Vienna. She works on new methods for the visualisation of multivariate data and models, and on interdisciplinary applications of statistics and data science methods in different fields.

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