Book ChapterDOI
What Is R
Jérôme Sueur
- pp 37-80
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TLDR
This introduction is a friendly guide to quickly speak R language covering topics from R local installation on a personal computer to script writing for batch processing.Abstract:
The use of the softwave R is introduced such that R codes shown in the following chapters can be understood and repeated. This introduction is a friendly guide to quickly speak R language covering topics from R local installation on a personal computer to script writing for batch processing. More specifically, objects, operators, functions, indexes, conditions, graphics, and packages dedicated to sound are treated.read more
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Journal ArticleDOI
Jamovi: An Easy to Use Statistical Software for the Social Scientists
Murat Doğan Şahin,Eren Can Aybek +1 more
TL;DR: The R based interface and the integrated development environment are introduced, the core functions of Jamovi are presented, the installation for GNU7Linux, Windows, and MacOS is explained and screenshots of frequently conducted statistical analyses are provided.
Journal ArticleDOI
MatLab vs. Python vs. R
TL;DR: Matlab, Python, and R have all been used successfully in teaching college students fundamentals of mathematics & statistics as discussed by the authors, especially for the purpose of decision making and using data statistically in this data rich environment.
Journal ArticleDOI
Neuropsychiatric symptoms associated with cerebral small vessel disease: a systematic review and meta-analysis
Una Clancy,Daniel Gilmartin,Angela C. C. Jochems,Lucy Knox,Fergus N. Doubal,Joanna M. Wardlaw +5 more
TL;DR: In this paper, a systematic review and meta-analysis was conducted to determine whether neuropsychiatric and cognitive symptoms vary according to small vessel disease burden, and the bias on included studies using the Risk of Bias for Non-randomized Studies tool.
Vision 2040: A Roadmap for Integrated, Multiscale Modeling and Simulation of Materials and Systems
TL;DR: The 2040 Vision study as mentioned in this paper proposes the development of a cyber-physical-social ecosystem comprised of experimentally verified and validated computational models, tools and techniques, along with the associated digital tapestry, that impacts the entire supply chain to enable cost-effective, rapid, and revolutionary design of fit-for-purpose materials, components, and systems.
Journal ArticleDOI
Prediction of Future Chronic Opioid Use Among Hospitalized Patients
Susan L. Calcaterra,Susan L. Calcaterra,S. Scarbro,S. Scarbro,Madelyne Hull,A. D. Forber,Ingrid A. Binswanger,Kathryn L. Colborn +7 more
TL;DR: Application of a parsimonious statistical model within the EHR could identify patients at high risk for future chronic opioid use to allow clinicians to provide early patient education about pain management strategies and, when able, to wean opioids prior to discharge while incorporating alternative therapies for pain into discharge planning.
References
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Book
ggplot2: Elegant Graphics for Data Analysis
TL;DR: This book describes ggplot2, a new data visualization package for R that uses the insights from Leland Wilkisons Grammar of Graphics to create a powerful and flexible system for creating data graphics.
BookDOI
Modern Applied Statistics with S
W. N. Venables,Brian D. Ripley +1 more
TL;DR: A guide to using S environments to perform statistical analyses providing both an introduction to the use of S and a course in modern statistical methods.
Journal ArticleDOI
R: A Language for Data Analysis and Graphics
Ross Ihaka,Robert Gentleman +1 more
TL;DR: In this article, the authors discuss their experience designing and implementing a statistical computing language, which combines what they felt were useful features from two existing computer languages, and they feel that the new language provides advantages in the areas of portability, computational efficiency, memory management, and scope.