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Introduction to Data Analysis and Graphical Presentation in Biostatistics with R: Statistics in the Large
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Catalogue Information
Field name
Details
Dewey Class
519.5
Title
Introduction to Data Analysis and Graphical Presentation in Biostatistics with R (EB) : Statistics in the Large / by Thomas W. MacFarland.
Author
MacFarland, Thomas W.
Other name(s)
SpringerLink (Online service)
Publication
Cham : Springer International Publishing, 2014.
Physical Details
VII, 167 p. 16 illus., 14 illus. in color. : online resource.
ISBN
9783319025322
Summary Note
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.:
Contents note
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.
System details note
Online access to this digital book is restricted to subscription institutions and access is available through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/978-3-319-02532-2
Links to Related Works
Subject References:
Mathematical Statistics
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Statistics
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Statistics and Computing/Statistics Programs
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Statistics for Life Sciences, Medicine, Health Sciences
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Authors:
MacFarland, Thomas W.
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Corporate Authors:
SpringerLink (Online service)
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Series:
SpringerBriefs in Statistics
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Classification:
519.5
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