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Numerical Methods of Statistics (Cambridge Series in Statistical and Probabilistic Mathematics) free ebook download

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Mathematics

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Author(s):	John F. Monahan

Date:	2011	Format:	pdf	Language:	English	ISBN/ASIN:	0521139511
Pages:	464	OCR:		Quality:		ISBN13:	9780521139519
Uploader:	tvladb77	Upload Date:	2/28/2024 11:01:22 AM

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0521139511 pdf
This book explains how computer software is designed to perform the tasks required for sophisticated statistical analysis. For statisticians, it examines the nitty-gritty computational problems behind statistical methods. For mathematicians and computer scientists, it looks at the application of mathematical tools to statistical problems. The first half of the book offers a basic background in numerical analysis that emphasizes issues important to statisticians. The next several chapters cover a broad array of statistical tools, such as maximum likelihood and nonlinear regression. The author also treats the application of numerical tools  numerical integration and random number generation are explained in a unified manner reflecting complementary views of Monte Carlo methods. Each chapter contains exercises that range from simple questions to research problems. Most of the examples are accompanied by demonstration and source code available in from the author's Web site. New in this second edition are demonstrations coded in R, as well as new sections on linear programming and the Nelder-Mead search algorithm.

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Tags: Cambridge Mathematics Methods Numerical Probabilistic Statistical Statistics

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Numerical Methods of Statistics (Cambridge Series in Statistical and Probabilistic Mathematics) free ebook download

Category: Mathematics

Description: Click to see full description

Category:
Mathematics