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Verlag: Wiley & Sons, Incorporated, John, 2006
ISBN 10: 0471681601 ISBN 13: 9780471681601
Sprache: Englisch
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In den Warenkorbpaperback. Zustand: New. In shrink wrap. Looks like an interesting title!
Verlag: Springer US, Springer New York, 2007
ISBN 10: 0387717617 ISBN 13: 9780387717616
Sprache: Englisch
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In den WarenkorbTaschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is about using interactive and dynamic plots on a computer screen as part of data exploration and modeling, both alone and as a partner with static graphics and non-graphical computational methods. The area of int- active and dynamic data visualization emerged within statistics as part of research on exploratory data analysis in the late 1960s, and it remains an active subject of research today, as its use in practice continues to grow. It now makes substantial contributions within computer science as well, as part of the growing elds of information visualization and data mining, especially visual data mining. The material in this book includes: - An introduction to data visualization, explaining how it di ers from other types of visualization. - Adescriptionofourtoolboxofinteractiveanddynamicgraphicalmethods. - An approach for exploring missing values in data. - An explanation of the use of these tools in cluster analysis and supervised classi cation. - An overview of additional material available on the web. - A description of the data used in the analyses and exercises. The book's examples use the software R and GGobi. R (Ihaka & Gent- man 1996, RDevelopment CoreTeam2006) isafreesoftware environment for statistical computing and graphics; it is most often used from the command line, provides a wide variety of statistical methods, and includes high-quality staticgraphics.RaroseintheStatisticsDepartmentoftheUniversityofAu- land and is now developed and maintained by a global collaborative e ort.
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In den WarenkorbHardback. Zustand: New. New copy - Usually dispatched within 4 working days. 720.
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In den WarenkorbZustand: New.
Verlag: Wiley-Blackwell 2006-08-22, 2006
ISBN 10: 0471681601 ISBN 13: 9780471681601
Sprache: Englisch
Anbieter: Chiron Media, Wallingford, Vereinigtes Königreich
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In den WarenkorbHardcover. Zustand: Brand New. 1st edition. 363 pages. 9.50x6.50x0.75 inches. In Stock.
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In den WarenkorbBuch. Zustand: Neu. Neuware - A visually intuitive approach to statistical data analysisVisual Statistics brings the most complex and advanced statistical methods within reach of those with little statistical training by using animated graphics of the data. Using ViSta: The Visual Statistics System-developed by Forrest Young and Pedro Valero-Mora and available free of charge on the Internet-students can easily create fully interactive visualizations from relevant mathematical statistics, promoting perceptual and cognitive understanding of the data's story. An emphasis is placed on a paradigm for understanding data that is visual, intuitive, geometric, and active, rather than one that relies on convoluted logic, heavy mathematics, systems of algebraic equations, or passive acceptance of results.A companion Web site complements the book by further demonstrating the concept of creating interactive and dynamic graphics. The book provides users with the opportunity to view the graphics in a dynamic way by illustrating how to analyze statistical data and explore the concepts of visual statistics.Visual Statistics addresses and features the following topics:\* Why use dynamic graphics \* A history of statistical graphics\* Visual statistics and the graphical user interface\* Visual statistics and the scientific method\* Character-based statistical interface objects\* Graphics-based statistical interfaces\* Visualization for exploring univariate dataThis is an excellent textbook for undergraduate courses in data analysis and regression, for students majoring or minoring in statistics, mathematics, science, engineering, and computer science, as well as for graduate-level courses in mathematics. The book is also ideal as a reference/self-study guide for engineers, scientists, and mathematicians.With contributions by highly regarded professionals in the field, Visual Statistics not only improves a student's understanding of statistics, but also builds confidence to overcome problems that may have previously been intimidating.