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Statistical Computing in C++ and R
Hardcover
Series: Chapman & Hall/CRC the R
General ComputersProbability & StatisticsProgramming
ISBN13: 9781420066500
Publisher: CRC Press
Published: Dec 1 2011
Pages: 556
Weight: 2.55
Height: 1.27 Width: 7.25 Depth: 10.24
Language: English
Parallel processing can be ideally suited for the solving of more complex problems in statistical computing. This book discusses code development in C++ and R, before going beyond to look at the valuable use of these two languages in unison. It covers linear equation solution with regression and linear models motivation, optimization with maximum likelihood and nonlinear least squares motivation, and random number generation. While the text does require a working knowledge of basic concepts in statistics and experience in programming, it does not require knowledge specific to C++ or R.
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