TY  - BOOK
AU  - Ramachandran, K. M.,
AU  - Tsokos, Chris P.,
TI  - Mathematical statistics with applications in R / 
SN  - 012417132X
AV  - QA276 .R328 2015
U1  - 519.5 23
PY  - 2015///
CY  - London, UK
PB  - Academic Press, imprint of Elsevier
KW  - Mathematical statistics
KW  - Data processing
KW  - R (Computer program language)
KW  - fast
KW  - Statistics as Topic
KW  - Electronic books
N1  - Includes bibliographical references and index
N2  - 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
UR  - http://www.sciencedirect.com/science/book/9780124171138
ER  -