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Introduction to Data Analysis and Graphical Presentation in Biostatistics with R Thomas W. MacFarland

Introduction to Data Analysis and Graphical Presentation in Biostatistics with R By Thomas W. MacFarland

Introduction to Data Analysis and Graphical Presentation in Biostatistics with R by Thomas W. MacFarland


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Summary

Through real-world datasets, this book shows the reader how to work with material in biostatistics using the open source software R.

Introduction to Data Analysis and Graphical Presentation in Biostatistics with R Summary

Introduction to Data Analysis and Graphical Presentation in Biostatistics with R: Statistics in the Large by Thomas W. MacFarland

Through real-world datasets, this book shows the reader how to work with material in biostatistics using the open source software R. These include tools that are critical to dealing with missing data, which is a pressing scientific issue for those engaged in biostatistics. Readers will be equipped to run analyses and make graphical presentations based on the sample dataset and their own data. The hands-on approach will benefit students and ensure the accessibility of this book for readers with a basic understanding of R.

Topics include: an introduction to Biostatistics and R, data exploration, descriptive statistics and measures of central tendency, t-Test for independent samples, t-Test for matched pairs, ANOVA, correlation and linear regression, and advice for future work.

Introduction to Data Analysis and Graphical Presentation in Biostatistics with R Reviews

From the book reviews:

This text serves as an introduction to the use of R in biostatistics. It has specifically been structured to demonstrate the use of R syntax as opposed to the use of a point-and-select graphical user interface. ... Small and easy-to-follow confidence-building examples have been used throughout this text. ... This monograph is very useful not only for students in informatics, but especially also for those in medicine and biology related with the courses in biostatistics (medical statistics) and bioinformatics. (T. Postelnicu, zbMATH 1306.62016, 2015)

About Thomas W. MacFarland

Dr. MacFarland ([email protected]) is Senior Research Associate (Office of Institutional Effectiveness, http://www.nova.edu/ie/) and Associate Professor (Graduate School of Computer and Information Sciences, http://scis.nova.edu/) at Nova Southeastern University, Fort Lauderdale, Florida, USA. Dr. MacFarland first used S on a UNIX platform in 1988 to teach statistics for face-to-face and online distance education students majoring in the computing sciences and later in the 1990s transitioned to R. Since then Dr. MacFarland has used R for graduate students in non-computing majors, such as allied health, disaster preparedness, dispute resolution, education, and marine biology. An interest in biostatistics was developed when Dr. MacFarland studied agriculture at the baccalaureate and graduate level, but prior to the use of hand-held calculators and personal computers.

Table of Contents

Introduction to Biostatistics and R.- Data exploration, descriptive statistics and measures of central tendency.- Student's t-Test for independent samples.- Student's t-Test for matched pairs.- One way ANOVA.- Two way ANOVA.- Correlation and linear regression.- Future Actions and Next Steps.

Additional information

NLS9783319025315
9783319025315
3319025317
Introduction to Data Analysis and Graphical Presentation in Biostatistics with R: Statistics in the Large by Thomas W. MacFarland
New
Paperback
Springer International Publishing AG
2013-11-29
167
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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