Lattice: Multivariate Data Visualization with R

This document was uploaded by one of our users. The uploader already confirmed that they had the permission to publish it. If you are author/publisher or own the copyright of this documents, please report to us by using this DMCA report form.

Simply click on the Download Book button.

Yes, Book downloads on Ebookily are 100% Free.

Sometimes the book is free on Amazon As well, so go ahead and hit "Search on Amazon"

R is rapidly growing in popularity as the environment of choice for data analysis and graphics both in academia and industry. Lattice brings the proven design of Trellis graphics (originally developed for S by William S. Cleveland and colleagues at Bell Labs) to R, considerably expanding its capabilities in the process. Lattice is a powerful and elegant high level data visualization system that is sufficient for most everyday graphics needs, yet flexible enough to be easily extended to handle demands of cutting edge research. Written by the author of the lattice system, this book describes it in considerable depth, beginning with the essentials and systematically delving into specific low levels details as necessary. No prior experience with lattice is required to read the book, although basic familiarity with R is assumed.

The book contains close to150 figures produced with lattice. Many of the examples emphasize principles of good graphical design; almost all use real data sets that are publicly available in various R packages. All code and figures in the book are also available online, along with supplementary material covering more advanced topics.

Deepayan Sarkar won the 2004 John M. Chambers Statistical Software Award for writing lattice while he was a graduate student in Statistics at the University of Wisconsin-Madison. He is currently doing postdoctoral research in the Computational Biology program at the Fred Hutchinson Cancer Research Center, a member of the R Core Team, and an active participant on the R mailing lists.

Author(s): Deepayan Sarkar (auth.)
Series: Use R!
Edition: 1
Publisher: Springer-Verlag New York
Year: 2008

Language: English
Pages: 268
Tags: Statistics and Computing/Statistics Programs; Visualization; Computer Graphics

Front Matter....Pages i-xvii
Introduction....Pages 1-9
A Technical Overview of lattice....Pages 13-33
Visualizing Univariate Distributions....Pages 35-54
Displaying Multiway Tables....Pages 55-66
Scatter Plots and Extensions....Pages 67-90
Trivariate Displays....Pages 91-115
Graphical Parameters and Other Settings....Pages 119-132
Plot Coordinates and Axis Annotation....Pages 133-150
Labels and Legends....Pages 151-163
Data Manipulation and Related Topics....Pages 165-200
Manipulating the “trellis” Object....Pages 201-213
Interacting with Trellis Displays....Pages 215-226
Advanced Panel Functions....Pages 229-246
New Trellis Displays....Pages 247-254
Color Plates....Pages 266-273
Back Matter....Pages 255-265