000 02302cam a2200205 a 4500
020 _a9781420066500 (hardback)
082 0 0 _a519.50285/5133
_bEUB/S
100 1 _aEubank, Randall L.,
245 1 0 _aStatistical computing in C++ and R /
260 _aBoca Raton :
_bCRC Press,
_cc2012.
300 _axv, 540 p. :
_bill. ;
490 0 _aChapman & Hall/CRC the R series
520 _a"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 algorithmic thinking. 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"--
650 0 _aStatistics
650 0 _aC++ (Computer program language)
650 0 _aR (Computer program language)
650 7 _aMATHEMATICS / Probability & Statistics / General.
700 1 _aKupresanin, Ana.
942 _cBK
999 _c32151
_d32151