عنوان

Statistical computing in C++ and R

9781420066500 (hardback)

لاتين

Randall L. Eubank, Ana Kupresanin

Statistical computing in C++ and R

Boca Raton

CRC Press,

2012

xv,540p.

Chapman & Hall/CRC the R series

مرجع به حساب نمي آيد

Includes bibliographical references and index.

"Preface When one looks at a book with 'statistical computing' in the title, the expectation is most likely for a treatment of the topic that has close ties to numerical analysis. There are many texts written from this perspective that provide valuable resources for those who are actively involved in the solution of computing problems that arise in statistics. The presentation in the present text represents a departure from this classical emphasis in that it concentrates on the writing of code rather than the development and study of algorithms, per se. The goal is to provide a treatment of statistical computing that lays a foundation for original code development in a research environment. The advancement of statistical methodology is now inextricably linked to the use of computers. New methodological ideas must be translated into usable code and then numerically evaluated relative to competing procedures. As a result, many statisticians expend significant amounts of their creative energy while sitting in front of a computer monitor. The end products from the vast majority of these efforts are unlikely to be reflected in changes to core aspects of numerical methods or computer hardware. Nonetheless, they are modern statisticians that are (often very) involved in computing. This book is written with that particular audience in mind. What does a modern statistician need to know about computing? Our belief is that they need to understand at least the basic principles of algorit

Statistics, Data processing

C++ (Computer program language)

R (Computer program language)

MATHEMATICS / Probability & Statistics / General., bisacsh

مولف

Eubank, Randall L.,1952-

Eubank, Randall L.,1952-

Kupresanin, Ana.