StatisticalComputinginC++andR无水印原版pdf资源-CSDN文库

Statistical

Computing

需积分: 9 89 浏览量 2017-12-17 10:28:13 上传评论收藏 3.74MB PDF 举报

资源推荐

资源详情

资源评论

C6650

With the advancement of statistical methodology inextricably linked to the use

of computers, new methodological ideas must be translated into usable code

and then numerically evaluated relative to competing procedures. In response

to this, Statistical Computing in C++ and R concentrates on the writing of

code rather than the development and study of numerical algorithms per se. The

book discusses code development in C++ and R and the use of these symbiotic

languages in unison. It emphasizes that each offers distinct features that, when

used in tandem, can take code writing beyond what can be obtained from either

language alone.

The text begins with some basics of object-oriented languages, followed

by a “boot-camp” on the use of C++ and R. The authors then discuss code

development for the solution of specic computational problems that are relevant

to statistics including optimization, numerical linear algebra, and random number

generation. Later chapters introduce abstract data structures (ADTs) and parallel

computing concepts. The appendices cover R and UNIX Shell programming.

Features

• Includes numerous student exercises ranging from elementary to

challenging

• Integrates both C++ and R for the solution of statistical computing problems

• Uses C++ code in R and R functions in C++ programs

• Provides downloadable programs, available from the authors’ website

The translation of a mathematical problem into its computational analog (or

analogs) is a skill that must be learned, like any other, by actively solving relevant

problems. The text reveals the basic principles of algorithmic thinking essential

to the modern statistician as well as the fundamental skill of communicating with

a computer through the use of the computer languages C++ and R. The book

lays the foundation for original code development in a research environment.

Statistical Computing in C++ and R

Eubank

Kupresanin

Statistics

Statistical Computing

in C++ and R

Randall L. Eubank

Ana Kupresanin

The R Series

C6650_Cover.indd 1 10/26/11 9:31 AM

Cover Image: Goran Konjevod/Organic Origami/organicorigami.com

CRC Press

Taylor & Francis Group

6000 Broken Sound Parkway NW, Suite 300

Boca Raton, FL 33487-2742

CRC Press is an imprint of Taylor & Francis Group, an Informa business

No claim to original U.S. Government works

Version Date: 20111214

International Standard Book Number-13: 978-1-4665-1537-6 (eBook - PDF)

This book contains information obtained from authentic and highly regarded sources. Reasonable efforts have been

made to publish reliable data and information, but the author and publisher cannot assume responsibility for the valid-

ity of all materials or the consequences of their use. The authors and publishers have attempted to trace the copyright

holders of all material reproduced in this publication and apologize to copyright holders if permission to publish in this

form has not been obtained. If any copyright material has not been acknowledged please write and let us know so we may

rectify in any future reprint.

Except as permitted under U.S. Copyright Law, no part of this book may be reprinted, reproduced, transmitted, or uti-

lized in any form by any electronic, mechanical, or other means, now known or hereafter invented, including photocopy-

ing, microfilming, and recording, or in any information storage or retrieval system, without written permission from the

publishers.

For permission to photocopy or use material electronically from this work, please access www.copyright.com (http://

www.copyright.com/) or contact the Copyright Clearance Center, Inc. (CCC), 222 Rosewood Drive, Danvers, MA 01923,

978-750-8400. CCC is a not-for-profit organization that provides licenses and registration for a variety of users. For

organizations that have been granted a photocopy license by the CCC, a separate system of payment has been arranged.

Trademark Notice: Product or corporate names may be trademarks or registered trademarks, and are used only for

identification and explanation without intent to infringe.

Visit the Taylor & Francis Web site at

http://www.taylorandfrancis.com

and the CRC Press Web site at

http://www.crcpress.com

剩余552页未读，继续阅读

评论收藏

内容反馈

yinkaisheng-nj

粉丝: 762
资源: 6231

Statistical Computing in C++ and R 无水印原版pdf

最新资源

Statistical Computing in C++ and R 无水印原版pdf

Statistical Computing in C++ and R

Statistical Analysis Microsoft Excel 2016 无水印原版pdf

Statistical Computing with R

Statistical Application Development with R and Python(2nd) 无水印原版pdf

Functional Data Structures in R Advanced Statistical Programming in R 无水印pdf

Statistical_Computing_in_C_and_R_Statist_troops888_C++_

Bayesian Statistical Modeling with Stan, R, and Python.pdf

Learning RStudio for R Statistical Computing

A Language and Environment for Statistical Computing (02)

An Introduction to Statistical Learning with Applications in R

Statistical Modelling in Biostatistics and Bioinformatics-Selected Papers.pdf

Statistical Decision Theory and Bayesian Analysis.pdf

An Introduction to Statistical Learning with Applications in R 2017 8th print

An Introduction to R Software for Statistical Modelling & Computing

Pattern Recognition with Neural Networks in C++

Machine Learning for Audio, Image and Video Analysis(2nd) 无水印pdf

Programming Graphical User Interfaces in R 原版PDF by Lawrence & Verzani,

Statistical Analysis of Financial Data in R

Developing Statistical Software in Fortran 95

A First Course in Statistical Programming with R, 2nd Edition

Statistical Rethinking A Bayesian Course with Examples in R and Stan

(Statistical Analysis with R.pdf

Models for Probability and Statistical Inference

代码随想录算法PDF.rar

win10环境下vscode运行opencv(C++)(解压即用)-1号包

Qt6C++开发指南王维波源程序

最新资源