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£48.99

CRC Press Statistical Computing in C++ and R (Chapman & Hall/CRC The R Series)

Name: Statistical Computing in C++ and R (Chapman & Hall/CRC The R Series)
Brand: CRC Press
Price: 48.99 GBP
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Description

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 specific 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.

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Statistical Computing in C++ and R (Chapman & Hall/Crc the R)

Product type: ABIS_BOOK

Brand: CRC Press

Product Specifications

Brand: CRC Press
Format: Paperback
ASIN: 103247761X
Category: Books > Subjects > Computing & Internet > Programming > Languages
Domain: Amazon UK
Release Date: 21 January 2023
Listed Since: 01 December 2022

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CRC Press Statistical Computing in C++ and R (Chapman & Hall/CRC The R Series)

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