Mathematical Statistics with Applications in R

Written By Kandethody M. Ramachandran
Mathematical Statistics with Applications in R
  • Publsiher : Elsevier
  • Release : 14 September 2014
  • ISBN : 012417132X
  • Pages : 826 pages
  • Rating : /5 from reviews
GET THIS BOOKMathematical Statistics with Applications in R


Download or read book entitled Mathematical Statistics with Applications in R by author: Kandethody M. Ramachandran which was release on 14 September 2014 and published by Elsevier with total page 826 pages . This book available in PDF, EPUB and Kindle Format. Mathematical Statistics with Applications in R, Second Edition, offers a modern calculus-based theoretical introduction to mathematical statistics and applications. The book covers 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. By combining the discussion on the theory of statistics with a wealth of real-world applications, the book helps students to approach statistical problem solving in a logical manner. This book provides a step-by-step procedure to solve real problems, making the topic more accessible. It includes goodness of fit methods to identify the probability distribution that characterizes the probabilistic behavior or a given set of data. Exercises as well as practical, real-world chapter projects are included, and each chapter has an optional section on using Minitab, SPSS and SAS commands. The text also boasts a wide array of coverage of ANOVA, nonparametric, MCMC, Bayesian and empirical methods; solutions to selected problems; data sets; and an image bank for students. Advanced undergraduate and graduate students taking a one or two semester mathematical statistics course will find this book extremely useful in their studies. Step-by-step procedure to solve real problems, making the topic more accessible Exercises blend theory and modern applications Practical, real-world chapter projects Provides an optional section in each chapter on using Minitab, SPSS and SAS commands Wide array of coverage of ANOVA, Nonparametric, MCMC, Bayesian and empirical methods

Mathematical Statistics with Applications in R

Mathematical Statistics with Applications in R
  • Author : Kandethody M. Ramachandran,Chris P. Tsokos
  • Publisher : Elsevier
  • Release Date : 2014-09-14
  • Total pages : 826
  • ISBN : 012417132X
GET BOOK

Summary : Mathematical Statistics with Applications in R, Second Edition, offers a modern calculus-based theoretical introduction to mathematical statistics and applications. The book covers 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 (...

Mathematical Statistics with Applications in R

Mathematical Statistics with Applications in R
  • Author : Kandethody M. Ramachandran,Chris P. Tsokos
  • Publisher : Academic Press
  • Release Date : 2020-05-14
  • Total pages : 704
  • ISBN : 012417132X
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Summary : Mathematical Statistics with Applications in R, Third Edition, offers a modern calculus-based theoretical introduction to mathematical statistics and applications. The book covers 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 (...

Probability and Mathematical Statistics Theory Applications and Practice in R

Probability and Mathematical Statistics  Theory  Applications  and Practice in R
  • Author : Mary C. Meyer
  • Publisher : SIAM
  • Release Date : 2019-06-24
  • Total pages : 707
  • ISBN : 012417132X
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Summary : This book develops the theory of probability and mathematical statistics with the goal of analyzing real-world data. Throughout the text, the R package is used to compute probabilities, check analytically computed answers, simulate probability distributions, illustrate answers with appropriate graphics, and help students develop intuition surrounding probability and statistics. Examples, ...

Mathematical Statistics with Resampling and R

Mathematical Statistics with Resampling and R
  • Author : Laura M. Chihara,Tim C. Hesterberg
  • Publisher : John Wiley & Sons
  • Release Date : 2018-09-17
  • Total pages : 560
  • ISBN : 012417132X
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Summary : This thoroughly updated second edition combines the latest software applications with the benefits of modern resampling techniques Resampling helps students understand the meaning of sampling distributions, sampling variability, P-values, hypothesis tests, and confidence intervals. The second edition of Mathematical Statistics with Resampling and R combines modern resampling techniques and mathematical ...

Cluster Analysis for Applications

Cluster Analysis for Applications
  • Author : Michael R. Anderberg
  • Publisher : Academic Press
  • Release Date : 2014-05-10
  • Total pages : 376
  • ISBN : 012417132X
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Summary : Cluster Analysis for Applications deals with methods and various applications of cluster analysis. Topics covered range from variables and scales to measures of association among variables and among data units. Conceptual problems in cluster analysis are discussed, along with hierarchical and non-hierarchical clustering methods. The necessary elements of data analysis, ...

Foundations and Applications of Statistics

Foundations and Applications of Statistics
  • Author : Randall Pruim
  • Publisher : American Mathematical Soc.
  • Release Date : 2018-04-04
  • Total pages : 820
  • ISBN : 012417132X
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Summary : Foundations and Applications of Statistics simultaneously emphasizes both the foundational and the computational aspects of modern statistics. Engaging and accessible, this book is useful to undergraduate students with a wide range of backgrounds and career goals. The exposition immediately begins with statistics, presenting concepts and results from probability along the ...

Mathematical Statistics

Mathematical Statistics
  • Author : Wiebe R. Pestman,Ivo B. Alberink
  • Publisher : Walter de Gruyter
  • Release Date : 1998-01-01
  • Total pages : 334
  • ISBN : 012417132X
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Summary : Read online Mathematical Statistics written by Wiebe R. Pestman,Ivo B. Alberink, published by Walter de Gruyter which was released on 1998-01-01. Download full Mathematical Statistics Books now! Available in PDF, ePub and Kindle....

Mathematical Statistics and Applications

Mathematical Statistics and Applications
  • Author : Constance van Eeden,Marc Moore
  • Publisher : IMS
  • Release Date : 2003
  • Total pages : 495
  • ISBN : 012417132X
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Summary : Read online Mathematical Statistics and Applications written by Constance van Eeden,Marc Moore, published by IMS which was released on 2003. Download full Mathematical Statistics and Applications Books now! Available in PDF, ePub and Kindle....

Mathematical Statistics with Applications

Mathematical Statistics with Applications
  • Author : William Mendenhall,Dennis D. Wackerly,Richard L. Scheaffer
  • Publisher : PWS Publishing Company
  • Release Date : 1990
  • Total pages : 818
  • ISBN : 012417132X
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Summary : Read online Mathematical Statistics with Applications written by William Mendenhall,Dennis D. Wackerly,Richard L. Scheaffer, published by PWS Publishing Company which was released on 1990. Download full Mathematical Statistics with Applications Books now! Available in PDF, ePub and Kindle....

Mathematical Statistics with Resampling and R Probability with Applications and R Set

Mathematical Statistics with Resampling and R   Probability with Applications and R Set
  • Author : Laura M. Chihara,Tim C. Hesterberg,Robert P. Dobrow
  • Publisher : Wiley
  • Release Date : 2014-03-31
  • Total pages : 960
  • ISBN : 012417132X
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Summary : This book bridges the latest software applications with the benefits of modern resampling techniques Resampling helps students understand the meaning of sampling distributions, sampling variability, P-values, hypothesis tests, and confidence intervals. This groundbreaking book shows how to apply modern resampling techniques to mathematical statistics. Extensively class-tested to ensure an accessible ...

Statistics for Engineering and the Sciences

Statistics for Engineering and the Sciences
  • Author : William Mendenhall,Terry Sincich
  • Publisher : Prentice Hall
  • Release Date : 2007
  • Total pages : 1060
  • ISBN : 012417132X
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Summary : This text is designed for a two-semester introductory course in statistics for students majoring in engineering or any of the physical sciences. Inevitably, once these students graduate and are employed, they will be involved in the collection and analysis of data and will be required to think critically about the ...

Mathematical Statistics with Applications

Mathematical Statistics with Applications
  • Author : Dennis D. Wackerly,William Mendenhall,Richard L. Scheaffer
  • Publisher : Brooks/Cole
  • Release Date : 1996
  • Total pages : 798
  • ISBN : 012417132X
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Summary : This best-selling book presents a solid foundation in statistical concepts and their application to the real world....

An Introduction to Statistical Learning

An Introduction to Statistical Learning
  • Author : Gareth James,Daniela Witten,Trevor Hastie,Robert Tibshirani
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-06-24
  • Total pages : 426
  • ISBN : 012417132X
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Summary : An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents ...

Probability Theory and Mathematical Statistics with Applications

Probability Theory and Mathematical Statistics with Applications
  • Author : Wilfried Grossmann
  • Publisher : Unknown
  • Release Date : 1988
  • Total pages : 456
  • ISBN : 012417132X
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Summary : Read online Probability Theory and Mathematical Statistics with Applications written by Wilfried Grossmann, published by which was released on 1988. Download full Probability Theory and Mathematical Statistics with Applications Books now! Available in PDF, ePub and Kindle....

Scientific Research in British Universities and Colleges

Scientific Research in British Universities and Colleges
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1971
  • Total pages : 212
  • ISBN : 012417132X
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Summary : Read online Scientific Research in British Universities and Colleges written by , published by which was released on 1971. Download full Scientific Research in British Universities and Colleges Books now! Available in PDF, ePub and Kindle....