Analysis of Correlated Data with SAS and R

Nonfiction, Health & Well Being, Medical, Reference, Biostatistics, Science & Nature, Mathematics, Statistics
Cover of the book Analysis of Correlated Data with SAS and R by Mohamed M. Shoukri, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Mohamed M. Shoukri ISBN: 9781315277714
Publisher: CRC Press Publication: April 27, 2018
Imprint: Chapman and Hall/CRC Language: English
Author: Mohamed M. Shoukri
ISBN: 9781315277714
Publisher: CRC Press
Publication: April 27, 2018
Imprint: Chapman and Hall/CRC
Language: English

Analysis of Correlated Data with SAS and R: 4th edition presents an applied treatment of recently developed statistical models and methods for the analysis of hierarchical binary, count and continuous response data. It explains how to use procedures in SAS and packages in R for exploring data, fitting appropriate models, presenting programming codes and results.

The book is designed for senior undergraduate and graduate students in the health sciences, epidemiology, statistics, and biostatistics as well as clinical researchers, and consulting statisticians who can apply the methods with their own data analyses. In each chapter a brief description of the foundations of statistical theory needed to understand the methods is given, thereafter the author illustrates the applicability of the techniques by providing sufficient number of examples.

The last three chapters of the 4th edition contain introductory material on propensity score analysis, meta-analysis and the treatment of missing data using SAS and R. These topics were not covered in previous editions. The main reason is that there is an increasing demand by clinical researchers to have these topics covered at a reasonably understandable level of complexity.

Mohamed Shoukri is principal scientist and professor of biostatistics at The National Biotechnology Center, King Faisal Specialist Hospital and Research Center and Al-Faisal University, Saudi Arabia. Professor Shoukri’s research includes analytic epidemiology, analysis of hierarchical data, and clinical biostatistics. He is an associate editor of the 3Biotech journal, a Fellow of the Royal Statistical Society and an elected member of the International Statistical Institute.

 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Analysis of Correlated Data with SAS and R: 4th edition presents an applied treatment of recently developed statistical models and methods for the analysis of hierarchical binary, count and continuous response data. It explains how to use procedures in SAS and packages in R for exploring data, fitting appropriate models, presenting programming codes and results.

The book is designed for senior undergraduate and graduate students in the health sciences, epidemiology, statistics, and biostatistics as well as clinical researchers, and consulting statisticians who can apply the methods with their own data analyses. In each chapter a brief description of the foundations of statistical theory needed to understand the methods is given, thereafter the author illustrates the applicability of the techniques by providing sufficient number of examples.

The last three chapters of the 4th edition contain introductory material on propensity score analysis, meta-analysis and the treatment of missing data using SAS and R. These topics were not covered in previous editions. The main reason is that there is an increasing demand by clinical researchers to have these topics covered at a reasonably understandable level of complexity.

Mohamed Shoukri is principal scientist and professor of biostatistics at The National Biotechnology Center, King Faisal Specialist Hospital and Research Center and Al-Faisal University, Saudi Arabia. Professor Shoukri’s research includes analytic epidemiology, analysis of hierarchical data, and clinical biostatistics. He is an associate editor of the 3Biotech journal, a Fellow of the Royal Statistical Society and an elected member of the International Statistical Institute.

 

More books from CRC Press

Cover of the book Urban Flood Management by Mohamed M. Shoukri
Cover of the book Dual-Number Methods in Kinematics, Statics and Dynamics by Mohamed M. Shoukri
Cover of the book Introduction to Certificateless Cryptography by Mohamed M. Shoukri
Cover of the book Noncommutative Deformation Theory by Mohamed M. Shoukri
Cover of the book NEC3 Construction Contracts: 100 Questions and Answers by Mohamed M. Shoukri
Cover of the book Property, Place and Piracy by Mohamed M. Shoukri
Cover of the book Management for the Construction Industry by Mohamed M. Shoukri
Cover of the book Global Perspectives on the Ecology of Human-Machine Systems by Mohamed M. Shoukri
Cover of the book The Biology of Sea Turtles, Volume I by Mohamed M. Shoukri
Cover of the book Geospatial Data Science Techniques and Applications by Mohamed M. Shoukri
Cover of the book Data-Driven Analytics for the Geological Storage of CO2 by Mohamed M. Shoukri
Cover of the book Motion Graphic Design by Mohamed M. Shoukri
Cover of the book Conciliation in Healthcare by Mohamed M. Shoukri
Cover of the book Oscillation Theory for Functional Differential Equations by Mohamed M. Shoukri
Cover of the book Small Animal Clinical Oncology by Mohamed M. Shoukri
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