Implementing Reproducible Research PDF ePub eBook

Books Info:

Implementing Reproducible Research free pdf 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.

About Victoria Stodden

Sad to say, currently we simply can't provide you with info on your Publisher Victoria Stodden. Nevertheless does not mean that people don't work to be with her selection. We consult which you allow us to in this issue. Should you have free time and want will probably greatly take pleasure in should you give us the information you have. Whenever acquiring such feedback and info coming from people about the Implementing Reproducible Research Manager Victoria Stodden, most of us first her verify. The moment we make certain that many accurate, just post the idea. Most of us see why support along with thanks before hand.

Details Book

Author : Victoria Stodden
Publisher : Chapman
Data Published : 14 April 2014
ISBN : 1466561602
EAN : 9781466561601
Format Book : PDF, Epub, DOCx, TXT
Number of Pages : pages
Age + : 15 years
Language : English
Rating :

Reviews Implementing Reproducible Research



17 Comments Add a comment




Related eBooks Download


  • Implementing Reproducible Research free pdfImplementing Reproducible Research

    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..


  • Big Data Analytics free pdfBig Data Analytics

    While the term Big Data is open to varying interpretation. it is quite clear that the Volume. Velocity. and Variety (3Vs) of data have impacted every aspect of computational science and its applications..


  • Data Science and Big Data Analytics free pdfData Science and Big Data Analytics

    Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use..


  • Getting Started with R free pdfGetting Started with R

    Learning how to get answers from data is an integral part of modern training in the natural. physical. social. and engineering sciences. One of the most exciting changes in data management and analysis during the last decade has been the growth of open source software..


  • Open Source Systems free pdfOpen Source Systems

    Early research studies on open source software development often betrayed a mild surprise that loosely coordinated networks of volunteers could manage the design and implementation of highly comple software products..


  • Implementing Reproducible Research free pdfImplementing Reproducible Research

    . 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 m