Get Free Shipping on orders over $0
Implementing Reproducible Research : Chapman & Hall/CRC The R Series - Victoria Stodden

Implementing Reproducible Research

By: Victoria Stodden (Editor), Friedrich Leisch (Editor), Roger D. Peng (Editor)

Paperback | 30 June 2020 | Edition Number 1

At a Glance

Paperback


$185.75

or 4 interest-free payments of $46.44 with

 or 

Ships in 10 to 15 business days

In computational science, reproducibility requires that researchers make code and data available to others so that the data can be analyzed in a similar manner as in the original publication. Code must be available to be distributed, data must be accessible in a readable format, and a platform must be available for widely distributing the data and code. In addition, both data and code need to be licensed permissively enough so that others can reproduce the work without a substantial legal burden.



Implementing Reproducible Research covers many of the elements necessary for conducting and distributing reproducible research. It explains how to accurately reproduce a scientific result.





Divided into three parts, the book discusses the tools, practices, and dissemination platforms for ensuring reproducibility in computational science. It describes:







  • Computational tools, such as Sweave, knitr, VisTrails, Sumatra, CDE, and the Declaratron system


  • Open source practices, good programming practices, trends in open science, and the role of cloud computing in reproducible research


  • Software and methodological platforms, including open source software packages, RunMyCode platform, and open access journals




Each part presents contributions from leaders who have developed software and other products that have advanced the field. Supplementary material is available at www.ImplementingRR.org.

Industry Reviews

"This collection brings together the expertise and experience of numerous authors and is likely to be valuable to scientists and statisticians alike. ... This book should have broad appeal ... introduces some extremely useful tools and practices from leaders in the field. On top of that, it also contains an exciting vision for the future of scientific research. ... The challenge of reproducibility in the computational era is being confronted across the sciences, with each field developing its own tools and best practices. This book is an important step in bringing together a broad group of scientists to share what has been learned."
-Journal of the American Statistical Association, June 2015

"The book as a whole has something for everybody and provides an interesting snapshot of the available tools, platforms, and good practices for researchers as the scientific community aims to be more self-correcting."
-Journal of Statistical Software, October 2014

"Three recent books have significantly influenced how I use R in reproducible work: Dynamic Documents with R and knitr by Yihui Xie, Reproducible Research with R and RStudio by Christopher Gandrud, and Implementing Reproducible Research edited by Victoria Stodden, Friedrich Leisch, and Roger D. Peng ... I recommend all three books to R users at any level. There really is something here for everyone."
-Richard Layton, PhD, PE, Rose-Hulman Institute of Technology, Terre Haute, Indiana, USA

"In total, this book provides information on almost all aspects of reproducible research in the open science environment ... I would recommend this book to anybody who wants to learn more about reproducible research in the context of open science."
-Biometrical Journal

More in Probability & Statistics

Implementing R for Statistics - Christophe  Chesneau

RRP $180.95

$165.75

Sampling Theory and Practice - Casey Murphy
Practical Statistics - Nancy Maxwell

$441.75

Foundations of Statistics - Everett Davies
Introduction to Medical Statistics : 4th edition - Martin Bland

RRP $72.55

$62.75

14%
OFF
Research Methods and Statistics in Psychology : 8th Edition - Hugh Coolican
Psychology Statistics For Dummies : For Dummies - Donncha Hanna

RRP $49.95

$34.97

30%
OFF
Rationality : What It Is, Why It Seems Scarce, Why It Matters - Steven Pinker
Mathematical Statistics with Applications : 7th Edition - Dennis Wackerly
Statistics for The Behavioral Sciences : 10th Edition - Frederick  Gravetter
Naked Statistics : Stripping the Dread from the Data - Charles Wheelan
The Maths Book : Big Ideas Simply Explained - DK

RRP $42.99

$33.99

21%
OFF