作者简介

Hadley is Chief Scientist at RStudio and Adjunct Professor of Statistics at Rice University. He is interested in building better tools for data science. His work includes R packages for data analysis (ggvis, dplyr, tidyr); packages that make R less frustrating (lubridate for dates, stringr for strings, httr for accessing web APIs, rvest for webscraping); and that make it easier to do good software development in R (roxygen2, testthat, devtools). He is also a writer, educator, and frequent speaker promoting more accessible, more effective and more fun data analysis.

内容简介

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.


Hadley is Chief Scientist at RStudio and Adjunct Professor of Statistics at Rice University. He is interested in building better tools for data science. His work includes R packages for data analysis (ggvis, dplyr, tidyr); packages that make R less frustrating (lubridate for dates, stringr for strings, httr for accessing web APIs, rvest for webscraping); and that make it easier...

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豆瓣评论

  • [已注销]
    什么叫业界良心?什么叫详略得当?什么叫语言优美?什么叫逻辑清晰?什么叫因到果?什么叫先整体后局部?什么叫chic but not cheap?——说人话:10颗星不为过的书。看完这书就觉得说R难学的人,站不太住脚的。作者体贴的在每章开头给你一个知识点checklist,如果你handle了,就可以跳过。细节既没有被忽略也没有被过分强调。我也最喜欢FP那部分。看完只能说以前自己没事就查函数或者去SO提问什么的学习方法不对,更不迅捷。以后第一步一定是去重新查阅这本书。06-04
  • vieplivee
    极度有诚意的书,公开写作 https://github.com/hadley/adv-r/ .. 好书无需多说,推一下省得大家错过这本新书。09-16
  • qwertydvorak
    Hadley Wickham 一人撑起了 R 语言的大半边天...11-15
  • Frederic
    R 社区大神出品,进阶读物,讲得清晰简洁。喜欢 functional programming 和 metaprogramming 的黑魔法。06-04
  • 阿道克
    R语言编程艺术。之前看的网站版,书的版本其实还没看过。05-11

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