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Title	Mathematical statistics with applications in R
Creator	Ramachandran, K. M. Tsokos, Chris P.
Description	2nd ed.
Description-Abstract	Mathematical Statistics with Applications, Second Edition, gives an up-to-date introduction to the theory of statistics with a wealth of real-world applications that will help students approach statistical problem solving in a logical manner. The book introduces many modern statistical computational and simulation concepts that are not covered in other texts; such as the Jackknife, bootstrap methods, the EM algorithms, and Markov chain Monte Carlo (MCMC) methods such as the Metropolis algorithm, Metropolis-Hastings algorithm and the Gibbs sampler. Goodness of fit methods are included to identify the probability distribution that characterizes the probabilistic behavior or a given set of data. Engineering students, especially, will find these methods to be very important in their studies.
Publisher	Academic Press, imprint of Elsevier
Subject	Mathematical statistics Mathematical statistics -- Data processing R (Computer program language)
Identifier	http://www.sciencedirect.com/science/book/9780124171138
ISBN	012417132X (electronic bk.) ; 9780124171329 (electronic bk.) ; 9780124171138 ; 0124171133
Language	eng
Type	Text
Format-Extent	1 online resource (xxiii, 800 p.)
Date	2015
Purchased by	Puey Ungphakorn Library, Rangsit Campus
OCLC number	982136083
CONTENTdm number	14772

Mathematical statistics with applications in R

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