Extending R 2024 pdf epub mobi 电子书

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Extending R 2024 pdf epub mobi 电子书著者简介

John M. Chambers is a consulting professor in the Department of Statistics at Stanford University. He previously worked at Bell Labs for 40 years, where he contributed to major research and management in statistical computing and related fields. He was the first statistician to be named a Bell Labs Fellow.

Chambers is best known for the creation and extension of the S software, the predecessor to today’s very popular R. He has continued to contribute essential new directions to R. In 1999, he was honored with the ACM Software System Award, which noted that "S has forever altered the way people analyze, visualize, and manipulate data."

He is a board member of the R Foundation and the R Consortium; a fellow of the ASA, the IMS, and the AAAS; and an elected member of the ISI. He is the author or co-author of nine books, including the first comprehensive book on computational methods for statistics.

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发表于2024-12-24

Extending R 2024 pdf epub mobi 电子书

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出版者:Chapman and Hall/CRC

作者:John M. Chambers

出品人:

页数:382

译者:

出版时间:2016-5-26

价格:USD 69.95

装帧:Paperback

isbn号码:9781498775717

丛书系列:

图书标签: R

Extending R 2024 pdf epub mobi 电子书图书描述

Features

Shows how the essential of R can benefit small- to large-scale projects

Includes complete coverage of object-oriented programming in R, allowing users to exploit this powerful computing technique using all the R features

Presents new and extended interfaces to other software, such as C++ and Julia

Provides the interfaces, tools, and example packages on GitHub

Summary

Up-to-Date Guidance from One of the Foremost Members of the R Core Team

Written by John M. Chambers, the leading developer of the original S software, Extending R covers key concepts and techniques in R to support analysis and research projects. It presents the core ideas of R, provides programming guidance for projects of all scales, and introduces new, valuable techniques that extend R.

The book first describes the fundamental characteristics and background of R, giving readers a foundation for the remainder of the text. It next discusses topics relevant to programming with R, including the apparatus that supports extensions. The book then extends R’s data structures through object-oriented programming, which is the key technique for coping with complexity. The book also incorporates a new structure for interfaces applicable to a variety of languages.

A reflection of what R is today, this guide explains how to design and organize extensions to R by correctly using objects, functions, and interfaces. It enables current and future users to add their own contributions and packages to R.

Extending R 2024 pdf epub mobi 电子书

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