A Course in Statistics with R

Nonfiction, Computers, Application Software
Cover of the book A Course in Statistics with R by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath, Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath ISBN: 9781119152750
Publisher: Wiley Publication: March 15, 2016
Imprint: Wiley Language: English
Author: Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
ISBN: 9781119152750
Publisher: Wiley
Publication: March 15, 2016
Imprint: Wiley
Language: English

Integrates the theory and applications of statistics using R A Course in Statistics with R has been written to bridge the gap between theory and applications and explain how mathematical expressions are converted into R programs. The book has been primarily designed as a useful companion for a Masters student during each semester of the course, but will also help applied statisticians in revisiting the underpinnings of the subject. With this dual goal in mind, the book begins with R basics and quickly covers visualization and exploratory analysis. Probability and statistical inference, inclusive of classical, nonparametric, and Bayesian schools, is developed with definitions, motivations, mathematical expression and R programs in a way which will help the reader to understand the mathematical development as well as R implementation. Linear regression models, experimental designs, multivariate analysis, and categorical data analysis are treated in a way which makes effective use of visualization techniques and the related statistical techniques underlying them through practical applications, and hence helps the reader to achieve a clear understanding of the associated statistical models.

Key features:

  • Integrates R basics with statistical concepts
  • Provides graphical presentations inclusive of mathematical expressions
  • Aids understanding of limit theorems of probability with and without the simulation approach
  • Presents detailed algorithmic development of statistical models from scratch
  • Includes practical applications with over 50 data sets
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Integrates the theory and applications of statistics using R A Course in Statistics with R has been written to bridge the gap between theory and applications and explain how mathematical expressions are converted into R programs. The book has been primarily designed as a useful companion for a Masters student during each semester of the course, but will also help applied statisticians in revisiting the underpinnings of the subject. With this dual goal in mind, the book begins with R basics and quickly covers visualization and exploratory analysis. Probability and statistical inference, inclusive of classical, nonparametric, and Bayesian schools, is developed with definitions, motivations, mathematical expression and R programs in a way which will help the reader to understand the mathematical development as well as R implementation. Linear regression models, experimental designs, multivariate analysis, and categorical data analysis are treated in a way which makes effective use of visualization techniques and the related statistical techniques underlying them through practical applications, and hence helps the reader to achieve a clear understanding of the associated statistical models.

Key features:

More books from Wiley

Cover of the book Emerging Technologies for Health and Medicine by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book A History of Ancient Egypt by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book Anatomie kompakt für Dummies by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book Strategy by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book Devalued and Distrusted by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book MicroRNAs in Medicine by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book The Physics of Stars by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book The Brave New World of Work by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book Spaces of Environmental Justice by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book Investing Online For Dummies by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book Fusion Plasma Diagnostics with mm-Waves by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book Anthropology in Theory by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book The Brutal Truth About Asian Branding by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book French All-in-One For Dummies by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
Cover of the book The Risk of Trading by Prabhanjan N. Tattar, Suresh Ramaiah, B. G. Manjunath
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy