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The Art of R Programming

A Tour of Statistical Software Design

R is the world's most popular language for developing statistical software: Archaeologists use it to track the spread of ancient civilizations, drug companies use it to discover which medications are safe and effective, and actuaries use it to assess financial risks and keep markets running smoothly.

The Art of R Programming takes you on a guided tour of software development with R, from basic types and data structures to advanced topics like closures, recursion, and anonymous functions. No statistical knowledge is required, and your programming skills can range from hobbyist to pro.

Along the way, you'll learn about functional and objectoriented programming, running mathematical simulations, and rearranging complex data into simpler, more useful formates. You'll also learn to:

- Create artful graphs to visualize data sets and functions

- Write more efficient code using parallel R and vectorization

- Interface R with C/C++ and Phython for increased speed or functionality

- Find new packages for text analysis, image manipulation, and more

- Squash annoying bugs with advanced debugging techniques

Whether you're designing aircraft, forecasting the weather, or you just need to tame your data, The Art of R Programming is your guide to harnessing the power of statistical computing.
Portrait

Norman Matloff, Ph.D., is a Professor of Computer Science at the University of California, Davis. He is the creator of several popular software packages, as well as a number of widely-used Web tutorials on computer topics. He has written articles for the "New York Times," the "Washington Post," "Forbes Magazine," the "San Francisco Chronicle," and the "Los Angeles Times," among others, and is also the author, with Peter Jay Salzman, of "The Art of Debugging" (No Starch Press).

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Einband Taschenbuch
Seitenzahl 398
Erscheinungsdatum 01.12.2011
Sprache Englisch
ISBN 978-1-59327-384-2
Verlag Random House LCC US
Maße (L/B/H) 23,6/18,2/2,8 cm
Gewicht 759 g
Abbildungen black & white illustrations, black & white tables, figures
Auflage 1. Auflage
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The Art of R Programming

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