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出版者:Chapman and Hall/CRC

作者:Hadley Wickham

出品人:

页数:476

译者:

出版时间:2014-9-25

价格:USD 59.95

装帧:Paperback

isbn号码:9781466586963

丛书系列:The R Series

图书标签:

R
数据分析
统计
R语言
Programming
计算机
编程
Statistics
R语言
数据分析
统计学
编程
数据挖掘
机器学习
高级
数据可视化
算法
专业书籍

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具体描述

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.

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.