Interactive and Dynamic Graphics for Data Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Dianne Cook 作者

Springer

译者

2007-12-12 出版日期

208 页数

GBP 61.99 价格

Paperback

Use R 丛书系列

9780387717616 图书编码

Interactive and Dynamic Graphics for Data Analysis 在线电子书图书标签: R 数据分析可视化统计科普时空EDA 数据处理原始/图形思维

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Interactive and Dynamic Graphics for Data Analysis 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Interactive and Dynamic Graphics for Data Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Interactive and Dynamic Graphics for Data Analysis 在线电子书著者简介

Interactive and Dynamic Graphics for Data Analysis 在线电子书图书目录

Interactive and Dynamic Graphics for Data Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Interactive and Dynamic Graphics for Data Analysis 在线电子书图书描述

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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