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Implementing Reproducible Research
Engelsk
Bogcover for Implementing Reproducible Research af , 9781466561595
Specifikationer
Sprog:
Engelsk
Sider:
448
ISBN-13:
9781466561595
Indbinding:
Hardback
ISBN-10:
1466561599
Udg. Dato:
14 apr 2014
Størrelse i cm:
16,3 x 24,2 x 2,6
Oplagsdato:
14 apr 2014

Implementing Reproducible Research

Engelsk
Hardback 2014
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
448
ISBN-13:
9781466561595
Indbinding:
Hardback
ISBN-10:
1466561599
Udg. Dato:
14 apr 2014
Størrelse i cm:
16,3 x 24,2 x 2,6
Oplagsdato:
14 apr 2014
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