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题名/责任者:
Advanced R / Hadley Wickham
出版发行项:
Boca Raton, FL : CRC Press, 2017
ISBN:
9781466586963
ISBN:
1466586966
ISBN:
9781138469327 (hbk)
载体形态项:
xxii, 456 pages : illustrations ; 24 cm
丛编说明:
The R series
丛编统一题名:
Chapman & Hall/CRC the R series (CRC Press)
个人责任者:
Wickham, Hadley, author
论题主题:
R (Computer program language)
中图法分类号:
TP312
一般附注:
First issued in hardback 2017. 2014 by Taylor & Francis Group, LLC
一般附注:
"A Chapman & Hall Book."
一般附注:
"Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R. The book develops the necessary skills to produce quality code that can be used in a variety of circumstances. You will learn: the fundamentals of R, including standard data types and functions, functional programming as a useful framework for solving wide classes of problems, the positives and negatives of metaprogramming, how to write fast, memory-efficient code. This book not only helps current R users become R programmers but also shows existing programmers what's special about R. Intermediate R programmers can dive deeper into R and learn new strategies for solving diverse problems while programmers from other languages can learn the details of R and understand why R works the way it does."--Back cover
书目附注:
Includes bibliographical references (pages 5-6) and index
内容附注:
Introduction -- Foundations. Data structures -- Subsetting -- Vocabulary -- Style guide -- Functions -- OO field guide -- Environments -- Debugging, condition handling, and defensive programming -- Functional programming. Functional programming -- Functionals -- Function operators -- Computing on the language. Non-standard evaluation -- Expressions -- Domain specific languages -- Performance. Performance -- Optimising code -- Memory -- High performance functions with Rcpp -- R's C interface -- Index
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