Implementing Reproducible Research (Chapman & Hall/CRC The R) - Hardcover

Buch 43 von 73: Chapman & Hall/CRC The R
 
9781466561595: Implementing Reproducible Research (Chapman & Hall/CRC The R)
Hardcover
ISBN 10: 1466561599 ISBN 13: 9781466561595
Verlag: CRC Press Inc, 2014

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Victoria Stodden

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Verlag
CRC Press Inc
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
1466561599
ISBN 13 
9781466561595
Einband
Gebundene Ausgabe
Anzahl der Seiten
428
Herausgeber
Stodden Victoria, Leisch Friedrich, Peng Roger D.
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Logos Europe
contact@logoseurope.eu

Rue Nicolas Possin 9
La Rochelle
17000
Frankreich

Weitere beliebte Ausgaben desselben Titels

9780367576172: Implementing Reproducible Research (Chapman & Hall/CRC the R)

Vorgestellte Ausgabe

ISBN 10:  0367576171 ISBN 13:  9780367576172
Verlag: Chapman and Hall/CRC, 2020
Softcover