عنوان

Statistical computing in C++ and R

شابک

9781420066500 (hardback)

زبان متن نوشتاري يا گفتاري و مانند آن

لاتين

نام نخستين پديدآور

Randall L. Eubank, Ana Kupresanin

عنوان اصلي

Statistical computing in C++ and R

محل نشرو پخش و غیره

Boca Raton

نام ناشر، پخش کننده و غيره

CRC Press,

تاریخ نشرو بخش و غیره

2012

نام خاص و کميت اثر

xv,540p.

عنوان فروست

Chapman & Hall/CRC the R series

متن يادداشت

مرجع به حساب نمي آيد

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

"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

عنصر شناسه ای

Statistics, Data processing

عنصر شناسه ای

C++ (Computer program language)

عنصر شناسه ای

R (Computer program language)

عنصر شناسه ای

MATHEMATICS / Probability & Statistics / General., bisacsh

شماره رده

عنصر شناسه اي

مولف

کد نقش

Eubank, Randall L.,1952-

عنصر شناسه اي

Eubank, Randall L.,1952-

عنصر شناسه اي

Kupresanin, Ana.