Journal ArticleDOI
The Comprehensive R Archive Network
TLDR
The Comprehensive R Archive Network is a network of sites acting as the primary web service distributing R sources and binaries, extension packages, and documentation, with particular emphasis on the CRAN package repository.Abstract:
The Comprehensive R Archive Network CRAN is a network of sites acting as the primary web service distributing R sources and binaries, extension packages, and documentation. We discuss this function...read more
Citations
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Investigation of the freely available easy-to-use software 'EZR' for medical statistics.
TL;DR: EZR enables the application of statistical functions that are frequently used in clinical studies, such as survival analyses, including competing risk analyses and the use of time-dependent covariates, receiver operating characteristics analyses, meta-analyses, sample size calculation and so on, by point-and-click access.
Journal ArticleDOI
voom: precision weights unlock linear model analysis tools for RNA-seq read counts
Charity W. Law,Charity W. Law,Yunshun Chen,Yunshun Chen,Wei Shi,Wei Shi,Gordon K. Smyth,Gordon K. Smyth +7 more
TL;DR: New normal linear modeling strategies are presented for analyzing read counts from RNA-seq experiments, and the voom method estimates the mean-variance relationship of the log-counts, generates a precision weight for each observation and enters these into the limma empirical Bayes analysis pipeline.
Journal ArticleDOI
Why the items versus parcels controversy needn't be one.
TL;DR: It is argued that no absolute pro or con stance is warranted for the use of parcels and there are circumstances in which parceling is useful and those when it is not.
Journal ArticleDOI
Sparse Discriminant Analysis
TL;DR: This work proposes sparse discriminantAnalysis, a method for performing linear discriminant analysis with a sparseness criterion imposed such that classification and feature selection are performed simultaneously in the high-dimensional setting.
Journal ArticleDOI
Why Tourists Choose Airbnb: A Motivation-Based Segmentation Study:
TL;DR: In this paper, the authors investigate tourists' motivations for using Airbnb and find that the majority of tourists use the service for short-term stays. But they do not consider the long-term use of the service.
References
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Journal ArticleDOI
Bioconductor: open software development for computational biology and bioinformatics
Robert Gentleman,Vincent J. Carey,Douglas M. Bates,Benjamin M. Bolstad,Marcel Dettling,Sandrine Dudoit,Byron Ellis,Laurent Gautier,Yongchao Ge,Jeff Gentry,Kurt Hornik,Torsten Hothorn,Wolfgang Huber,Stefano Maria Iacus,Rafael A. Irizarry,Friedrich Leisch,Cheng Li,Martin Maechler,A. J. Rossini,Günther Sawitzki,Colin A. Smith,Gordon K. Smyth,Luke Tierney,Jean Yang,Jianhua Zhang +24 more
TL;DR: Details of the aims and methods of Bioconductor, the collaborative creation of extensible software for computational biology and bioinformatics, and current challenges are described.
Journal ArticleDOI
Collaborative Software Development Using R-Forge
Stefan Theußl,Achim Zeileis +1 more
TL;DR: R-Forge provides a set of tools for source code management and various web-based features that aims to provide a platform for collaborative development of R packages, R-related software or further projects.
Journal ArticleDOI
Prospects and challenges in R package development
TL;DR: This paper states that established quality assurance systems and collaborative infrastructures typically face several challenges, some of which will be discussed in this paper.
Journal ArticleDOI
Watch Your Spelling
Kurt Hornik,Duncan J. Murdoch +1 more
TL;DR: The results of spell checking all Rd files in all CRAN packages and how these can be employed for building a domain-specific statistical dictionary are analyzed.
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